diff --git "a/clean_water_requirement_data.csv" "b/clean_water_requirement_data.csv"
new file mode 100644--- /dev/null
+++ "b/clean_water_requirement_data.csv"
@@ -0,0 +1,20001 @@
+temperature,humidity,wind_speed,evapotranspiration,rainfall_pattern,soil_type,soil_moisture_levels,water_retention_capacity,drainage_properties,crop_type,crop_water_requirement,growth_stage,water_requirement
+24.36350297118406,49.89126547733588,11.084975509354573,6.743301115349565,moderate,sandy,19.89724030985606,35.6733641197422,good,wheat,11.656576663687872,vegetative,17.8
+38.76785766024791,46.63296769851226,3.1754239361813177,5.133632081807738,low,silty,19.440263502017626,46.81250117495578,poor,rice,5.141653829217511,fruiting,10.58
+33.29984854528513,34.092313000228806,5.526275568363349,9.680486723775468,low,clay,30.805982811893625,43.49523651800452,good,rice,5.427770684936487,flowering,16.74
+29.96646210492592,68.58133360811904,10.117569234438363,2.970806058858144,low,clay,5.105963839727309,44.60176658178299,good,rice,2.668951928377681,seedling,4.76
+18.900466011060917,58.12993284069031,7.490295495604959,6.290707743990466,low,sandy,38.14102615440039,10.108228986814698,good,soybean,3.652292872553725,vegetative,9.54
+18.899863008405067,89.25607938592029,11.20928006020596,7.301890134912004,low,sandy,30.005177964766872,30.577283661460672,moderate,rice,7.260650341375825,fruiting,14.76
+16.452090304204987,22.56876643856466,14.437514567731466,8.430080404108434,moderate,silty,29.75383850041962,41.30914269541286,poor,soybean,5.154198211394075,fruiting,13.87
+36.654403644373375,71.5094342044101,2.189926971870364,4.662739273852064,moderate,peaty,19.768717817300484,17.258284899027984,poor,wheat,10.197254187458,vegetative,13.95
+30.02787529358022,81.0359102809249,10.788731887771885,7.182297168917334,moderate,clay,38.80253875733988,40.05809166412223,moderate,rice,8.22158204064392,vegetative,14.38
+32.70181444490114,80.75892553506456,3.839990256665661,3.728813242458545,moderate,clay,5.011313108828488,10.366406066095184,good,cotton,9.313079219434073,flowering,13.05
+15.51461235739506,90.885917367642,6.509912547409754,4.919284831256382,high,peaty,7.676849354060974,33.00666764498976,good,soybean,6.416890946844699,seedling,8.9
+39.247746304049855,78.32269942635952,0.9765095240295274,9.060644180830591,moderate,silty,33.14225060996645,44.05312479973365,good,soybean,2.996056230068449,fruiting,11.75
+35.81106602001054,94.2248049318157,2.4706570432441346,9.549168483978589,high,loamy,30.85453083971519,27.25393432901385,poor,maize,7.623566562571758,seedling,14.0
+20.308477766956905,46.61252798567132,5.136770691209046,7.469356122345383,high,loamy,14.497442365752914,39.57810110863883,moderate,rice,4.591835059367135,flowering,11.34
+19.54562418017752,60.256753340123446,5.458794176675782,4.369167016985665,low,clay,25.816595804503983,31.21594679643477,good,rice,7.223218733390132,seedling,10.46
+19.585112746335845,21.12637306263125,13.543985638700388,8.380520109771975,moderate,loamy,23.621849791466666,35.89163913681137,poor,maize,3.1157369697779997,flowering,12.15
+22.60605607398844,20.556606984263297,11.256287184364467,1.2328037355287815,moderate,silty,23.449016045375725,30.666716635020933,poor,soybean,9.792072706349355,vegetative,10.16
+28.11891079080595,39.21012963612159,14.596653038712097,1.9247131948547893,moderate,loamy,25.84464565353481,29.033469730636003,poor,soybean,5.993878914658734,seedling,6.97
+25.798625466052894,28.06457577112682,9.186536899860988,6.95236362737825,low,sandy,39.7807353954442,43.66506318452848,poor,maize,8.651665511164712,flowering,16.97
+22.28072850495105,40.81690943486029,4.00484911532411,3.6212371774305168,high,silty,39.55707301192517,13.709727423563178,moderate,wheat,6.923999338684865,seedling,8.52
+30.296322368059485,34.163463562271794,5.250997933863822,9.5624759656043,low,peaty,39.35885929822371,33.38605141404124,poor,soybean,6.667665393042811,flowering,17.87
+18.487346516301045,22.28160198709186,5.137620887733522,4.924545508830743,high,clay,24.2039536831463,14.592419511912077,good,rice,5.818840053198721,fruiting,9.05
+22.30361621338045,92.74433171248396,5.234167751117148,4.864283383502594,high,silty,16.133286251581726,32.51231646580406,good,wheat,6.827966992402177,fruiting,10.48
+24.159046082342293,20.65785051111132,10.257980510121326,7.102715591718382,moderate,loamy,24.603851345253457,48.543841707268896,poor,cotton,8.127051331700459,seedling,12.88
+26.4017496054259,78.88657154696683,8.196714957311034,7.908117060755707,low,silty,26.794097267134767,12.283915640451948,moderate,maize,4.24113273413488,vegetative,11.84
+34.62939903482534,32.171830953561326,6.088650582256342,5.280028643126228,moderate,peaty,15.900332405763532,26.88027212785572,good,soybean,9.144546852661604,seedling,12.54
+19.991844553958995,92.978369759968,2.6618016465663907,2.926008115405517,moderate,silty,27.147157023905866,42.07884801104321,good,soybean,6.856207617104084,seedling,8.78
+27.85586096034029,91.42367516719086,0.8210178626611156,7.959777784530594,moderate,peaty,26.76979957387777,24.78766273481236,good,maize,8.167808380847864,flowering,17.11
+29.810364221551065,72.3120917095406,3.673102825021543,3.883161473862648,high,peaty,36.62149943160699,30.812590698560044,good,soybean,6.726000387869529,fruiting,9.17
+16.161260317999943,73.77873198404842,2.0583353575458783,2.5759969236447184,moderate,silty,13.316127324589171,14.588312275257929,good,soybean,3.6369902582313967,fruiting,5.63
+30.18862129753596,20.427131357575085,11.88895294735747,6.68476170932512,moderate,clay,29.41634390277022,18.92293100957567,good,rice,5.277706054136758,seedling,9.9
+19.263103092182288,98.78972528908815,2.131220388301338,1.8140830029131536,high,clay,20.776648058294697,37.45700821803103,good,rice,5.405999456733983,fruiting,5.55
+16.62628982463199,90.22660828606516,11.001309440949123,9.742174075774496,low,loamy,9.547048614095509,43.14350216058373,good,soybean,6.051812751615694,seedling,13.71
+38.722138431333335,91.60849805840736,6.092051001753198,6.691575379709232,moderate,silty,16.066393565968212,35.85825398663545,poor,soybean,5.1904158518195205,flowering,11.79
+39.14080082686398,72.73956296406976,1.5639866512847516,9.873059688295802,moderate,silty,7.004696205646016,43.4768351791425,moderate,soybean,8.747294497066662,flowering,19.21
+35.20993370291153,47.58295429236292,12.284585716757991,4.050040811307724,moderate,sandy,16.17664911483164,34.22629868696791,poor,soybean,11.942128958892589,seedling,14.5
+22.61534422933427,91.49189192723848,8.904643268430894,9.74084645071358,high,clay,7.4154776546769074,42.40832835741531,poor,wheat,9.062256705832755,flowering,18.76
+17.441802850159597,43.32135425209539,3.918541936521809,2.310060229557612,high,peaty,37.39057695642294,49.315472037477846,good,rice,11.589020776225055,fruiting,12.06
+32.10582566280392,65.01692346737623,13.472877027823683,1.366252951123256,moderate,sandy,8.561108483790797,13.312989365517648,poor,soybean,9.38291106435463,flowering,9.91
+26.003812343490036,27.97847778751059,1.156245551122996,1.296856544091423,moderate,silty,33.606947616225455,29.185985205188395,poor,soybean,7.866407726263294,fruiting,8.29
+18.05095587111947,93.75645041062002,3.4263843188675622,5.183833335393044,moderate,sandy,36.71442436293296,17.595706654108902,moderate,rice,9.056609281309653,fruiting,13.65
+27.37942275278176,31.261636621697065,11.404680453184984,1.7470377773073529,moderate,clay,21.368469529819144,28.609141904584806,moderate,cotton,10.167320622938712,flowering,10.53
+15.85971302788046,37.99174445843258,10.785979989493391,5.609510957508416,moderate,silty,6.887417560054312,29.9834697932742,good,soybean,10.33660056255962,vegetative,14.61
+37.73301005196955,64.6507326502572,4.694439559004931,3.947504531580104,low,clay,25.852498919901915,34.87685104823004,poor,maize,3.2822875932043862,flowering,7.48
+21.469499540000424,81.12744001703852,1.3993606926153552,4.02066093226704,low,sandy,13.216893431475704,27.57191947932766,moderate,wheat,8.254930411123174,fruiting,12.54
+31.56305710884955,69.54810447490391,12.942132047261683,6.720480968906528,high,loamy,11.18304412851863,22.98849711048805,moderate,cotton,3.599579265056688,flowering,9.39
+22.792776902235275,38.57071302401249,5.048615752013587,2.4678820553645817,moderate,peaty,24.836736144773976,11.726731815698235,poor,cotton,9.300271200070476,seedling,10.86
+28.00170052944527,20.075443402199227,3.3378445164598456,7.89898033305758,moderate,peaty,17.47338381932464,11.391741348119172,moderate,rice,2.055311091227665,flowering,10.0
+28.66775698358199,80.57204642459513,7.982896424234168,6.238278278007713,high,loamy,30.56325018962687,17.00033407183925,good,wheat,8.412762686450488,flowering,13.91
+19.621361388138176,98.8165860728875,13.698294389595484,9.2345016596276,moderate,loamy,25.69378693650679,27.95945638886772,moderate,maize,2.48947394037584,flowering,12.85
+39.239615694113965,84.79304962448724,1.1314253787289426,4.283565883907711,moderate,loamy,34.02694458024882,26.70064145031857,good,wheat,11.01088108523328,flowering,14.63
+34.37832058402786,56.81652945252922,11.604159276447872,9.84443492860413,low,clay,7.043505228450652,17.627819758892066,good,cotton,9.441201351873914,vegetative,19.07
+38.48747353910473,92.30138091192852,8.80086180511128,6.182448820426209,high,silty,13.22216656538072,42.89358287118769,poor,cotton,11.208106225995964,flowering,16.3
+37.37068376069122,52.787813849468,6.669012190001346,9.760617605687804,low,loamy,24.844638940903277,37.33972846647278,poor,wheat,6.850524034607465,fruiting,17.46
+29.94749947027713,61.9947267394774,11.28916643952337,1.2435458864240378,moderate,clay,35.81498813559128,23.726599263364463,poor,rice,2.028068734399247,seedling,2.32
+38.04685587557792,58.17038139165466,14.504454154403668,7.551786901711492,moderate,sandy,33.47010854846261,41.878702080438615,good,rice,11.343814026607424,fruiting,18.47
+17.212312551297988,55.809909813242,3.82349006185902,8.349593718634626,high,sandy,28.783596862746997,49.56983622165986,poor,cotton,4.685242267426075,vegetative,11.45
+19.89957156047863,82.01526154351245,2.5828867935457342,1.4785595800883882,low,loamy,25.092521238109654,19.80169695113227,poor,maize,5.345417015330955,vegetative,6.58
+16.13068222276345,62.14151258155936,13.736785305729107,6.210726976146211,moderate,sandy,27.101073295085637,24.503596233482167,poor,cotton,7.533799896213731,flowering,13.93
+23.133258269081608,45.33736976201729,10.199819623130905,8.217480642305034,moderate,loamy,12.47627132405444,49.71593008448846,moderate,wheat,4.170372271284858,fruiting,12.55
+24.71693224223705,40.65265341267826,6.850797312648506,6.049348527007655,moderate,sandy,25.83176156317226,15.515302852217092,good,soybean,11.598498281629768,seedling,15.94
+21.7837257943474,23.01978535739467,8.812263768832105,1.5743223136491995,high,sandy,22.281655624747685,13.087510533046869,poor,soybean,3.2965816428164945,vegetative,3.31
+35.71843772879824,66.65561295064367,11.311401625055538,7.2410251680848035,low,silty,18.455206836280063,30.83964641231669,moderate,maize,5.34031969069029,fruiting,13.29
+23.91883316733973,38.39691323208274,11.7089625312329,1.5453722320597776,moderate,silty,36.07056809811619,28.7371641127053,good,maize,11.618687438713993,fruiting,11.67
+22.02336274218452,31.850713761310647,13.838465621874986,8.357220055147947,high,sandy,34.029550366147824,13.131549879165402,poor,maize,11.913700477754633,fruiting,19.32
+28.567402078956214,72.3063971062142,6.689220438986529,1.3873076497602497,high,silty,7.685748091296139,21.601440920851264,good,rice,8.415585613710299,flowering,7.92
+18.523105624369062,74.4967406257239,4.754458195281227,2.236576429093337,moderate,loamy,39.500530455170896,26.75746653017894,good,cotton,9.846384920218616,flowering,11.03
+35.054924518851,80.17239138061328,9.775131868452709,3.4759683147094167,moderate,peaty,13.049447104040883,42.88838486254546,moderate,wheat,7.768960294501494,flowering,11.14
+16.863766091994272,60.28615170708732,6.528054539553191,6.7002831303472,moderate,loamy,12.536878556966602,38.31369416615672,good,cotton,6.642467604655232,seedling,11.32
+39.672173415012935,91.52436841631092,9.12167758226018,9.787231896681751,high,silty,38.03356862108534,46.58106553838091,moderate,wheat,5.455595578709119,vegetative,13.3
+34.306119232416435,94.90742027185824,6.589794077611278,2.06040567357941,high,clay,20.568084978903396,23.29999747872211,poor,soybean,4.352941294103621,vegetative,4.65
+19.96789203835431,84.58967518339915,2.71843890683353,2.284369022925266,moderate,sandy,33.18776462577965,22.375136900020017,moderate,cotton,4.660492041228144,flowering,6.29
+15.13805292809006,70.84747856065498,7.306687899054897,4.319833570308823,high,silty,15.087079765837338,28.527268031111475,poor,wheat,6.871814397142642,flowering,9.79
+35.386535711370854,44.29767628729509,10.518308418144976,8.52597223979788,high,silty,35.560989061952895,10.30112547628494,moderate,wheat,11.432789978573108,fruiting,19.0
+32.671433596190425,98.6355937296177,12.089615211180922,5.205078574757327,high,silty,34.130666788000795,18.29280352327759,moderate,soybean,10.700230154917126,vegetative,14.1
+33.22517920102469,41.93089337535507,7.653231013549929,3.894495402302395,moderate,loamy,23.18175350658173,18.45884440864428,good,cotton,5.273549097345883,flowering,8.31
+34.281758667148644,36.21255375923448,2.895949408050813,6.050834489879751,high,sandy,29.67695859484608,12.443601324378202,moderate,cotton,11.52089184904342,fruiting,16.29
+16.85111629335226,55.37232910292662,6.512971789916758,3.3447087770117503,high,peaty,38.74098563529448,28.205227588947253,good,rice,3.5756688877360494,flowering,5.45
+23.961643213606813,24.54724565699108,11.901261968204624,4.610439165227689,low,silty,20.8215903974612,46.22080821226981,moderate,cotton,7.431485927084097,seedling,10.97
+17.896726488128245,98.27955717374326,6.486459423947556,3.993446343088377,high,clay,22.297170613459464,10.16121666137947,poor,soybean,8.894788000018455,vegetative,10.96
+36.57758564688984,67.07468451331398,10.599696507261225,8.237269201731813,moderate,sandy,30.298131326083563,35.13658666849028,poor,wheat,11.418159923062996,seedling,17.47
+30.58245317068895,64.55616733313403,7.854598384332302,9.318301537942007,moderate,peaty,18.52492962297441,45.17330871387294,poor,soybean,4.353529178359608,flowering,14.48
+23.27245062131623,72.46370239197759,3.997735314086252,7.836149729412207,high,clay,38.6430403638251,14.300844104796408,moderate,soybean,5.079920800835127,flowering,12.58
+16.588958757150593,59.76189182217653,12.044182366334578,4.951752184269852,moderate,peaty,6.415251946024446,46.69033132511541,poor,soybean,3.169751141561245,vegetative,6.79
+22.77455804289156,22.565081367563327,1.721095084024962,5.539014797469974,high,peaty,19.118226352686268,42.74086573859054,good,cotton,5.362225435323087,seedling,8.36
+23.12958305066868,68.98490310723174,8.110909099949684,2.125663245364921,moderate,sandy,29.98478734640568,18.582853796554804,poor,maize,10.376588549774889,fruiting,11.83
+33.2401544584516,77.29391015651444,3.528919996529372,7.72178240021084,moderate,loamy,20.028321903754755,46.21374302376636,poor,soybean,6.15956024450964,fruiting,13.83
+30.93893678388033,53.33992484992425,1.472451613849947,6.368281114555397,low,clay,14.073701325629091,42.16063144995367,moderate,wheat,11.88762139053996,flowering,19.45
+37.18031856440817,80.58364576569544,7.792542087707108,9.121959965236927,moderate,silty,19.470895514522574,14.455563717418665,poor,rice,5.966473732143882,vegetative,14.16
+26.80537312904873,38.16010394707365,7.743651261056392,2.8055002921763785,moderate,peaty,35.8530879161645,43.223977894212695,poor,cotton,9.177262500019491,fruiting,10.67
+17.98985614845754,37.70212728529472,10.750063074297952,7.837535097393509,moderate,clay,24.14525383892688,31.68731754797511,poor,maize,5.997140898668004,flowering,14.68
+32.83111968057487,32.91335901500592,11.29888504925262,7.162044955472707,moderate,sandy,16.72885674899166,42.638396340049866,poor,maize,4.383503373064815,fruiting,11.24
+34.019626215422434,49.75958078313295,11.052976586047004,3.392609804287769,low,clay,28.5033044461682,34.70659987465605,moderate,soybean,3.782145976822124,seedling,6.15
+29.031929939237408,87.76096283112668,6.4386016272929485,7.006407755867426,high,silty,26.414577132341904,25.674280339258296,poor,wheat,3.7373045361055706,seedling,8.11
+34.27417949886403,86.23296497192514,9.659501914785157,9.319360425189846,low,silty,24.61563853876193,34.045618781299844,poor,rice,8.459752322865484,vegetative,17.66
+27.344889909109767,50.6259366370803,8.865706018337423,9.26592388900407,moderate,sandy,18.69050447608134,35.447229626541954,poor,maize,2.735603214453154,vegetative,10.59
+28.06832073454985,67.12949887841893,6.612645463695334,7.476639170645272,moderate,clay,7.527010766740224,40.648245903476585,moderate,cotton,8.384038906147957,flowering,16.45
+25.68852545896374,77.66530531799324,9.1595840656969,1.432658012806541,low,loamy,26.72560232894071,43.22727034151036,poor,wheat,6.154482801425158,seedling,7.23
+15.63547816860238,39.29654197024184,14.235094212240806,8.850379035881453,high,loamy,19.692606719384912,36.528426755121885,good,cotton,8.630431050517679,flowering,17.2
+17.69728567483261,33.45128687157977,3.296959283379972,6.920007463040859,moderate,peaty,20.006743088890502,49.585928362720686,poor,soybean,2.221775345005406,seedling,6.98
+15.785729642168356,97.76767945698488,13.633695388890132,3.7939082786446097,moderate,peaty,13.192815212048794,41.14203755388915,poor,rice,3.3766922184329324,fruiting,6.23
+30.91026028159451,69.40458505676948,1.2751049527563765,2.6852532553512938,moderate,clay,13.729700014480953,46.4305999535501,good,cotton,10.725032837737048,fruiting,12.07
+22.858899526908168,98.51325774669311,4.971643587074079,2.045834766975854,moderate,peaty,32.561145683347,22.77977333458599,good,rice,11.999119797687293,seedling,12.59
+27.71426727911757,47.02047897057832,4.678106104867159,1.452132093319849,moderate,silty,21.77776784026481,22.64909728450359,good,cotton,10.421168389745349,flowering,10.41
+37.68916184815232,76.24253599793052,9.582294064273134,7.786929231556808,high,sandy,8.825426822267627,24.493403048654724,poor,maize,3.2571039631944503,flowering,10.77
+21.232305728721872,37.80829092329902,2.4027618007707097,3.122586990489478,moderate,peaty,6.604783771267827,27.588651573588763,good,maize,4.012228094560824,flowering,6.35
+25.259573075890746,40.89601370191304,13.294040371676427,1.2182764243892956,moderate,loamy,12.86504135475946,48.45600540108217,good,soybean,3.763026827568333,fruiting,4.3
+33.888778463576216,60.95216970156992,12.5139954227431,4.575435866577903,low,silty,22.060462502566185,12.94124877369271,moderate,wheat,10.677678171920387,fruiting,15.18
+20.71995413729056,45.5694500406457,9.954954385436528,5.34346372533105,high,loamy,26.603753278625696,29.937743187744477,poor,rice,10.270715767817352,seedling,13.1
+16.924497745719826,33.40972510724676,7.147000560986867,2.523072078101142,high,peaty,10.02875697544168,16.446420865072987,good,wheat,6.114758081070126,seedling,6.58
+22.2437863228442,41.03045615914608,14.027862611060137,1.396435025462948,moderate,peaty,20.185066624351293,42.43573461676819,poor,wheat,3.239844018371445,vegetative,3.92
+19.03053218135011,22.859871557269173,12.54582504344806,2.70212934788262,low,silty,7.539326397039407,11.245770720438522,moderate,wheat,10.885691548545612,fruiting,13.61
+38.24244130856432,76.35388971819893,7.740069647178051,7.1119248565291695,low,loamy,6.3204060807894855,28.20577028662216,good,wheat,7.820590333643086,fruiting,15.15
+35.20300948911043,59.36933256686893,10.677163639587512,1.7401930952608575,moderate,sandy,35.21717787565696,25.789640917050058,poor,wheat,11.771005219142475,seedling,12.09
+30.835093912760584,27.539445312362048,8.720484306605426,5.995333275012944,low,sandy,28.04169768729634,13.687239600031674,poor,cotton,4.821907145968093,vegetative,10.47
+36.78651475469295,33.7355194502793,9.025162456629836,2.3177078911735,high,silty,32.338282489756864,25.06875801046625,moderate,wheat,2.373979536974121,seedling,2.98
+35.09180192247786,28.202763049011523,5.2991530068433335,2.761202562223774,high,peaty,11.365709924399567,42.36121992102586,good,rice,11.823143044015396,fruiting,12.83
+19.66425147215089,69.00742466207012,7.200226767061003,4.537700949400288,high,silty,16.275518912703156,15.498986134972142,good,maize,5.530226012641693,vegetative,8.14
+37.313974962249446,27.536829088999504,1.632760746451291,1.9074280244835824,low,loamy,20.53269561242395,49.34023025208133,moderate,wheat,6.482035525756412,seedling,7.99
+28.48355604789127,80.34258664281728,5.681556029136591,2.558831525039916,high,sandy,28.031202067075505,12.338173805208612,good,soybean,2.871153383507949,fruiting,3.58
+35.18600387910156,21.64087354563129,10.589513472751204,4.140571703062188,moderate,peaty,23.71953187168599,21.56411092629351,poor,rice,7.9302957105384735,flowering,11.12
+37.40228249808733,39.95006303967137,14.321632442339702,3.967021049485302,low,loamy,24.301003676548504,40.995964567909226,poor,cotton,4.6008889426266135,flowering,9.16
+22.950086874296595,91.25333407135255,14.464429635063794,7.743443371081587,moderate,sandy,10.492999707283586,24.3008513137797,good,maize,8.813045913304116,flowering,17.11
+17.75129811319192,77.48250544977968,8.55798160231093,1.6730407461378194,moderate,sandy,21.617545558908983,29.21413957618349,moderate,maize,9.6005201788253,fruiting,9.9
+20.698379063548543,25.83746663405502,9.29602265123894,8.74405662099709,high,clay,33.83294008225456,17.46634045721008,good,maize,4.877130272391568,vegetative,11.71
+25.677694715656408,85.69008835881438,3.1929571897640288,8.346089536655093,low,peaty,22.831129833472165,38.61983528625108,poor,soybean,6.414885585530504,fruiting,15.23
+35.45036914806233,59.44280972321639,10.581967567356196,7.893924757227445,low,silty,11.99096331496138,17.18166451641927,poor,wheat,5.450139702351285,fruiting,13.85
+36.51826458140859,87.74264217350634,1.5245524937786006,3.784351262168193,moderate,clay,19.46890164184553,43.949243883381484,moderate,cotton,11.790584723249138,vegetative,14.63
+15.173803263279767,68.05918195603147,4.627942444091945,8.405936069867089,high,sandy,31.41830222214141,31.57998181184172,poor,cotton,10.481783425185776,fruiting,17.6
+27.768682564439143,74.5466425626287,10.191268535638912,2.645218722603527,high,peaty,9.72473468454641,31.926273159024475,poor,cotton,6.213484694258764,fruiting,6.99
+25.435275078719474,99.48012483165664,4.999496907380594,2.119682852695254,low,peaty,25.316218476973734,47.3404636896824,good,wheat,7.136954667796073,flowering,9.13
+20.552695261768257,38.58684367392145,1.2227796746595876,1.4046070014053862,moderate,clay,38.78601513885797,40.919983250182646,good,cotton,11.840229931591656,flowering,12.76
+17.99663418334207,69.91564598091107,12.562120935588975,9.453793267050184,high,loamy,18.310566842640743,39.725579458716965,moderate,cotton,4.720742535430778,seedling,10.83
+23.4403792850907,56.82571120459187,4.999785103451164,3.772098079347463,moderate,loamy,6.527443510778701,44.321606648437175,poor,maize,10.852365541467137,vegetative,13.15
+38.572742597812976,23.15615623381532,1.4150257604508372,9.258560921601154,high,silty,27.158640140690757,13.67269135220428,poor,wheat,11.415771176705796,vegetative,18.73
+23.080073300518883,21.157651320229203,1.5844283852915453,3.453522053673967,high,peaty,6.648623036866808,39.04177451788567,poor,rice,6.599785384346849,vegetative,8.27
+27.969765543584156,29.53828622542869,4.150502582436928,9.168093634027146,low,clay,11.706198252525866,19.32831652409908,poor,rice,4.476065925124984,fruiting,14.09
+32.57547397237944,71.92733924308385,3.0812312347121305,9.135361475614795,high,sandy,6.693904665344067,21.23785362915089,poor,rice,3.552998741763,seedling,9.65
+24.09074005948235,65.37304703307137,11.727351707812188,9.313084405096417,low,loamy,10.972771449238762,10.605845489257696,good,soybean,2.727920793308079,vegetative,11.94
+39.29455206802402,64.2743648930982,5.164418676671999,5.465380953557744,high,clay,34.92262760804941,45.74884252982318,poor,maize,3.81662298900376,fruiting,8.03
+39.06118237355278,22.548541002260805,12.168088883077573,8.793516581190028,moderate,silty,30.71979611900422,39.56451728432069,good,cotton,5.366973184502297,vegetative,12.96
+21.294557395634104,57.54423970880056,3.020766968435716,9.556893065505882,high,silty,16.96484235831027,15.571485245420533,good,maize,9.73487637379796,fruiting,18.14
+27.43121264730964,93.96982542740228,7.646748103389215,3.921552477074616,high,peaty,36.39982375416749,23.116928132631152,moderate,wheat,5.883624038086416,flowering,8.29
+22.521957745419243,51.80734954485173,10.476538436520368,4.769869651142995,low,silty,28.28137755071201,29.197314682546697,good,wheat,5.633212200837379,flowering,11.24
+22.12101235943669,69.99379758307651,9.953867381054897,7.473161686021696,low,silty,20.67113084904793,29.756431289707606,moderate,maize,10.44458582200907,fruiting,18.31
+15.92217368386332,82.38549404985149,9.216376443988898,3.703238395509708,moderate,loamy,7.391650843185911,33.82615762974545,moderate,wheat,7.945227642882237,vegetative,10.68
+30.23910834949742,82.714022331351,13.909913228001962,7.784283780213931,high,loamy,30.57524789783867,28.88734838914152,good,maize,6.601457669373605,flowering,13.83
+27.56697558072154,61.542406591621706,3.8136146417477934,1.6650293069218054,high,silty,18.14341439387337,35.94581262674984,good,maize,8.295354051494634,seedling,8.32
+16.286968781249733,88.6361556321869,7.658928464700528,5.71148545859688,high,peaty,15.599015148559449,45.35483183917738,poor,maize,7.602645909832331,flowering,12.14
+21.96616160591529,51.31024746909976,13.317891976049928,2.100821356753707,moderate,loamy,15.089555468455242,25.922902208826,good,rice,6.444147165223239,fruiting,7.4
+37.70664714916634,91.09545718278386,1.629459601129777,3.639911287930088,moderate,loamy,5.2698229080549535,45.06843677563434,moderate,cotton,5.996260049571863,vegetative,9.12
+20.989047266674312,39.218173311643625,1.310379889669591,3.327628532378248,low,silty,30.992582098061117,18.78440864007913,good,wheat,10.849830264813658,vegetative,14.13
+18.622371802280576,42.41731255924569,3.8828831695952255,8.550388662063995,low,peaty,10.085861795604742,14.855253002490825,moderate,cotton,3.843870443937713,flowering,13.57
+27.23631900693908,24.24964993592009,9.678807683301269,2.741655298655777,moderate,silty,23.222569360249004,19.576051864462404,moderate,cotton,3.577727451957357,flowering,5.25
+39.64126135276501,83.64654692338263,4.2682545835222,8.27603128143207,high,sandy,5.562849070147787,18.26370620113268,poor,maize,10.007476486177708,flowering,17.72
+21.05138178778751,53.36441889861645,3.258478315227585,8.145643113171298,moderate,sandy,26.975915077385796,49.40316333798295,good,cotton,3.20590032191511,flowering,12.21
+31.803388685146963,38.32932911291192,7.152633572695235,5.489947500015069,high,peaty,17.93223220606655,25.242149057796137,good,maize,11.698059903363518,vegetative,15.44
+34.04049038321794,38.54322220932637,9.397171997156466,3.1045893003651663,moderate,sandy,27.07616079778273,36.05893075738737,moderate,wheat,4.789785685631758,flowering,7.57
+20.940938599809996,92.11199529833866,4.104086751742736,3.0420670596060044,moderate,peaty,8.14632314556404,37.84210611953611,moderate,soybean,10.532751659112908,vegetative,12.96
+33.205408715296485,86.71332803688296,4.86002220749426,5.18432182404263,moderate,sandy,14.321684609234444,27.808344909251108,poor,cotton,8.471559617952888,vegetative,12.64
+24.19457831798133,64.28247082857467,9.396609919766952,1.0792810665416468,moderate,clay,8.860737754051929,18.94286939152989,moderate,cotton,10.09127083843392,vegetative,10.29
+30.807645764839485,69.28886403325768,14.213207118847064,5.782156791502295,high,loamy,27.61247722718776,27.5239205395486,moderate,cotton,5.997287033478123,fruiting,10.35
+30.838242769022365,57.94604564402328,10.28375504785228,9.575015731903498,moderate,silty,8.79937235572337,28.950435452257555,good,maize,4.03156892195055,flowering,14.4
+28.39436710186896,51.33332343030471,11.85211008197612,2.3923619367633684,moderate,peaty,26.598577403674547,48.160307596821966,moderate,rice,11.481174260493058,flowering,13.69
+17.257244251360206,93.23815049746652,5.818746373954297,6.160110593280431,high,sandy,9.714166484399192,32.74494820144436,poor,maize,9.86833232363366,vegetative,14.34
+35.88256238973095,30.04901628162417,4.447688211074758,9.656008197800112,high,clay,38.01741119541523,48.794904213642056,poor,maize,3.5004944326540857,fruiting,11.92
+23.0195016242934,53.47574317729824,7.086882276438026,8.7446992554244,moderate,sandy,19.573323709166846,33.068505960984595,poor,maize,6.426521682523007,fruiting,14.62
+19.662962759996358,47.564952639030025,12.203426016319268,8.653421047432062,moderate,clay,9.430652785162806,15.7999206243036,poor,wheat,5.304126610185372,flowering,15.09
+16.0193785388691,59.85205762009187,7.11634480596306,8.396649373565701,low,silty,6.463365763890696,25.3750655290002,moderate,wheat,3.5465074303388384,flowering,13.05
+29.772323579706047,56.610549963614005,12.777518427452986,3.7812124545056713,low,loamy,16.529789384831744,41.69253303749728,poor,soybean,7.924304849613527,flowering,12.32
+31.93910904605706,61.51116253208652,14.837193720079345,9.01555148140131,low,loamy,36.19852484990148,26.864890715002304,poor,cotton,9.398388693453809,fruiting,19.15
+15.414695723196404,31.19351817815953,1.5443866530898769,9.47206316109854,high,clay,10.033530667924744,13.989353793664714,good,soybean,4.335773756506965,fruiting,12.74
+27.802326457482025,61.05132012106217,1.1584472632137035,5.462131809691354,low,sandy,32.67912236382591,13.843046423523113,moderate,rice,7.498574658121621,flowering,13.82
+20.66239437994845,39.39350511097687,2.6690506922437462,4.191139425335129,moderate,loamy,19.608013999028973,19.482590242323813,moderate,wheat,4.008341841742757,fruiting,7.55
+31.12931976023625,34.746507919055304,6.07336029814802,4.728061140452705,moderate,sandy,33.10247477585572,32.590871346216844,good,maize,8.60994771541528,fruiting,12.27
+19.359160725124788,25.186737502895294,2.40011203260877,4.00785797648139,high,peaty,35.60019720970841,43.20619908398711,moderate,wheat,8.989494529389146,flowering,11.76
+32.27344345256165,81.01220470049128,13.124634925471964,2.9117659782208607,low,sandy,39.9236145162572,31.34850995347736,good,wheat,7.024764633842577,seedling,9.08
+24.668383657513434,54.1953536685248,0.8356206398924251,6.566036232276005,moderate,peaty,7.3869116821764385,39.843215466911815,good,rice,8.646294157988889,seedling,13.2
+38.418249718418366,70.13149466494067,5.078994386869426,6.063371976207906,moderate,peaty,32.87054412539855,35.823724142220755,good,rice,8.988167999171448,fruiting,15.1
+18.43802360364983,78.20746746437948,3.1780721276659776,5.16326563935348,moderate,loamy,7.439110931186974,30.96396740572331,good,cotton,11.123057487947756,fruiting,16.24
+23.52665877625646,74.34533322508429,14.00732028728422,1.862608480163486,moderate,peaty,16.01774491226486,18.592317091679806,good,wheat,10.349446992685966,seedling,11.35
+17.83683803101473,57.64005752717458,10.207474570905404,8.172036682353998,moderate,sandy,27.61812891244123,45.32674158754569,good,rice,10.221156550668931,fruiting,17.92
+38.11734045696407,51.03188231613839,13.72443871854493,2.574402064757103,low,silty,20.65509522541491,21.02861588587811,good,soybean,2.217296321984377,flowering,5.27
+36.93348383452452,50.076792771253096,14.598766299500705,2.031058390564433,moderate,sandy,24.7839906344054,20.112797198217336,good,wheat,4.628182702794666,flowering,6.08
+21.44854069287889,71.20390375440451,7.707924533321854,6.607642559346527,low,clay,38.81672423242903,20.31190498016938,poor,maize,3.931346177625035,seedling,8.92
+31.49960115085448,59.58354839534987,3.897627066696381,4.587799251139509,high,clay,33.65298653756058,13.827417934317785,good,cotton,11.938411548044613,seedling,14.06
+35.4305550050304,87.93057983908085,3.3090673998505444,1.5382762781709651,moderate,sandy,17.728434501327918,29.94616163618517,poor,wheat,7.639211917289919,seedling,7.94
+28.88002028998656,89.97615874613697,3.732323494444688,4.200115194649523,high,clay,25.99806221794,23.101211508380494,poor,cotton,3.741020688455391,fruiting,6.45
+28.24126445890016,33.64483024052148,10.774602960519042,7.946023170564665,low,silty,6.696905981298148,30.877679242462435,poor,cotton,7.704513865215621,vegetative,15.26
+21.04630727251129,30.89869212365805,1.0864630577835106,6.537242846953879,high,clay,20.8514382999354,28.12461524557079,moderate,rice,8.942024375644285,flowering,14.84
+17.32756919514748,70.43207408287996,1.2447355589743656,4.265074206882972,moderate,loamy,26.293878738766715,30.791672232667363,poor,rice,10.233058429671924,vegetative,13.67
+37.43039394883317,44.09805984498235,9.318072664555675,2.7262431247112926,low,silty,30.015099526898737,21.906134075509183,moderate,wheat,4.789346953588722,seedling,6.69
+37.51045142908326,21.48565750120791,9.809828627692395,6.686160587242959,high,loamy,36.55310510730513,42.60552452104382,poor,cotton,7.577738037054079,fruiting,13.26
+30.827536431831696,91.0914135490364,10.14631240267567,8.987997708517197,high,loamy,14.907038173454875,31.36772003665422,poor,soybean,5.0181685316273485,vegetative,12.48
+23.47574477621752,38.15206137950466,5.892267316534573,6.816454462143224,high,silty,36.575965171533646,18.33738675835781,poor,rice,6.501592227021854,fruiting,11.81
+23.73023936531652,94.34245213486471,12.18620088635522,8.316134691852017,high,loamy,28.153148062284743,46.07214801003393,good,rice,6.070717542783916,seedling,11.47
+33.14889197175599,77.39475607026029,8.237556522035955,5.693750546989339,low,clay,7.71760027981531,14.378204033346233,moderate,rice,4.13970200567566,vegetative,9.54
+37.42775649881443,81.01227919291874,2.029251635136582,7.461739960669259,moderate,sandy,18.311650937601133,39.33737923606533,moderate,rice,4.9327038525447255,flowering,13.11
+37.177160606627936,36.11691966345283,12.057939952476506,9.066040964005172,moderate,silty,21.680829155847515,37.13793619083094,good,cotton,4.570342487201387,vegetative,12.73
+34.496888646440595,38.73555404934503,14.319482900921646,7.958610804327896,low,sandy,17.337054301608923,12.914356902809756,good,soybean,10.114732170874465,flowering,19.36
+31.050791153857197,61.70142030592526,1.3705265385342007,9.18868558058331,high,silty,9.057888454251,46.06030461381798,poor,rice,3.454856989979956,seedling,9.54
+17.103499124876222,33.76798821198897,6.174594411158409,4.880256419044539,moderate,silty,24.30545969756977,22.65249687127094,poor,soybean,11.720252314200048,vegetative,15.55
+19.040717852365344,44.43453541464258,7.568982650103841,9.137982296143509,high,loamy,9.611370035689752,39.63580062458407,moderate,cotton,6.017934051220843,flowering,14.72
+37.463854713176985,45.71699823582436,2.623826021135596,6.594105110335368,moderate,sandy,37.02595222479119,21.080063434033704,moderate,maize,4.256770288248292,fruiting,10.21
+30.160726491489747,32.77039466022113,13.08177974285172,8.830438894735243,moderate,clay,35.283857128278626,31.02766972590185,poor,maize,9.626959791581328,flowering,18.97
+15.229926290415742,36.41462667161286,4.620169850905638,1.3543887739405185,low,sandy,21.632548054226845,48.8933445524834,poor,maize,2.920592610167488,flowering,4.37
+17.536788571650803,83.08414736066052,11.853623829103322,6.920671437221825,low,silty,7.371202613481845,34.431056394727214,poor,wheat,10.152875941484542,vegetative,16.77
+31.5875442277014,33.37566836378147,10.229419989410582,8.631775709901088,high,clay,24.327189338772147,21.85291045841944,good,soybean,5.108002512414756,seedling,10.65
+15.126539596155467,22.2765913475138,9.17166442577184,2.567818302788797,high,loamy,25.728284883520733,28.335085856309725,poor,cotton,3.7178558678168265,flowering,4.42
+19.020201285437462,70.34839541031508,3.286071306100039,6.956082401184308,moderate,clay,36.094797983084746,37.04164604325959,poor,wheat,10.447950332190665,fruiting,17.19
+28.718344734164653,98.078649551396,3.700201047988133,8.424592427949683,high,clay,7.363113096060739,27.807555820642303,poor,maize,7.953192579084996,fruiting,15.44
+32.297379942317335,46.49710516984971,1.186551868825255,3.5915443266937337,moderate,sandy,29.22366704838844,46.42994249461482,good,maize,7.384916727165101,flowering,10.19
+31.299031487565014,29.492456255700183,3.9903302318428624,4.647216951157528,high,silty,24.698171202590995,44.6984294558596,poor,maize,4.987988587957294,vegetative,7.72
+20.606732736513997,65.63098602940246,5.508932337177455,6.125659466492975,low,silty,11.117108678653128,15.872407078420942,good,cotton,7.006054586230089,flowering,13.79
+32.8044805336884,92.5083368876517,12.580606906005167,5.672509199961059,moderate,silty,9.260670668720724,41.39763576253577,poor,maize,9.810543010422164,fruiting,14.85
+20.931227187420003,82.7249423862783,5.812693667364677,1.3527045373342208,moderate,peaty,29.288279068680456,47.696596478350834,good,soybean,6.770666515855045,flowering,7.41
+23.134992453981692,69.80126947301727,11.442015850101294,1.888048882768721,moderate,loamy,16.893730740814057,22.676328974999585,good,maize,8.30923299055139,vegetative,9.11
+33.662285127950604,45.20451972860795,6.87191307878457,1.904199213739252,moderate,sandy,39.99788936160015,19.52878855817967,poor,wheat,2.388433075274284,seedling,3.48
+31.24082247618037,63.3504138620976,11.880590523911382,3.360411149492575,moderate,silty,36.29011058306064,10.383549852275175,poor,maize,7.929402792299895,vegetative,10.29
+36.23058526235445,27.299587304340427,14.655938206337078,3.212777015222043,moderate,clay,24.800111565704352,14.626297421788284,moderate,wheat,4.308724142211781,vegetative,6.27
+31.440322307508584,74.31563394245359,3.977702591834912,7.6800014540811965,low,peaty,27.46060550100599,48.4365228383302,poor,rice,9.35256483248318,vegetative,16.87
+29.20771508338679,78.00768151181207,13.003953373476204,6.154699474145301,moderate,loamy,10.561029692329416,25.64486510950149,moderate,cotton,5.135677812143454,vegetative,9.8
+17.341869195702312,97.2025298327935,9.516449251433732,7.875784761807171,moderate,silty,36.2901645223364,25.49366157834597,poor,soybean,4.942517737508357,flowering,12.7
+24.19289507648584,40.83178869960573,12.350766793035495,1.6290645166978313,high,peaty,21.062682102061565,20.667156719790867,moderate,maize,6.145719805797329,seedling,6.04
+21.63005919204313,21.47651352344181,9.947995582883175,5.366928137244406,moderate,loamy,23.24738998692066,16.56235642736362,poor,maize,3.176914253127835,flowering,8.6
+21.09974108447709,63.64867715417205,6.647267855475177,3.913980213387425,low,clay,35.55951801429214,30.35160763793053,poor,maize,9.535685496588211,seedling,12.57
+39.325263868811135,76.54324035174515,3.80708662190596,8.649453796801717,moderate,peaty,5.218761531954951,38.92750626336976,moderate,maize,8.28076890033071,flowering,17.55
+24.82744311666901,83.23259807063904,1.5155107673018928,7.37010241218913,low,sandy,22.302131023775438,32.03181334404685,poor,wheat,4.806364762940428,flowering,13.32
+37.30116387942783,35.499114641984846,8.265016284680396,8.823326237441167,moderate,loamy,26.936832852478236,11.418009478075168,moderate,cotton,9.72451659325839,vegetative,17.25
+30.77846564993157,40.94022952296189,14.859728370639552,1.4178441016545404,low,peaty,10.575850159244862,42.138785638546686,poor,wheat,11.615163778898264,vegetative,12.94
+34.870282588541215,61.00727402138371,11.20160617270599,7.487411406099405,moderate,peaty,7.390514123442787,47.26376606777168,moderate,maize,10.57065761925608,flowering,18.66
+27.5659273276298,46.44806479760015,5.246510350285741,5.860075169436202,low,loamy,23.7226947845586,27.61506963229684,poor,wheat,6.142509063947283,vegetative,11.84
+29.422597115658977,88.8409189269956,12.49446960125766,8.425000261140092,low,peaty,24.16351701352708,24.658582111986423,good,maize,4.944351320504802,seedling,11.68
+27.3129423454716,57.90081229909762,11.650268002557896,5.564445318332389,high,peaty,16.558767709177808,19.19416042223994,poor,rice,2.0811789277525445,vegetative,5.72
+19.881074694951117,83.96629152816024,4.583719003625124,5.861881701117181,high,loamy,35.87809469614737,22.074811993491195,poor,wheat,4.587844477672706,flowering,9.23
+33.06130288153763,66.4495808385883,0.7074586020164029,1.465906428478586,moderate,clay,15.537960526849186,35.77790030359387,moderate,cotton,3.158374195131453,flowering,3.58
+22.0193090610214,81.84721132936896,2.213358258742269,7.0167057853237,low,sandy,23.07678161295175,40.80584511451498,poor,rice,10.28122038095419,flowering,18.13
+15.607899160786346,46.61383892242591,13.220939759524835,3.4582588804454506,high,loamy,11.535026364491875,23.288629453893584,good,soybean,9.77419858215457,flowering,11.74
+31.136807397679195,86.51332975442489,12.63016401192064,1.1772452996093845,high,silty,5.39061069184703,23.586904935118127,poor,wheat,6.707351521703784,seedling,6.17
+19.427766985176223,41.96578524408173,4.780530512736255,1.5979344625542704,high,peaty,19.91097487939244,28.044052788095584,moderate,wheat,3.170431736081763,flowering,3.04
+38.51146460882286,63.68790464026326,4.635333681124096,9.615570480694233,moderate,sandy,23.44319306428196,16.80811106078778,poor,soybean,7.195545745610665,vegetative,15.72
+38.84821442506468,37.12056905390994,11.99654231298583,4.114695606218623,low,sandy,31.763794971377603,47.08832752708284,good,cotton,7.305256888032561,flowering,12.06
+37.871609755511216,58.04212173009547,14.09719331348362,8.81268065759043,low,loamy,20.70702085042631,38.21824273813806,poor,rice,8.311673199631834,flowering,18.67
+24.25396750638611,45.45401676069625,11.797490223565198,9.637095106623304,high,silty,14.75562629144864,27.34333713097804,good,soybean,7.257195174421127,vegetative,15.1
+15.386415413221686,41.33627445097714,9.280890816946044,9.489404699535903,high,silty,26.148283513269234,14.890900475557768,good,cotton,2.9954938343756083,seedling,9.19
+38.20796406469313,97.358801442243,4.0187345798111656,8.935527166294781,moderate,clay,18.341130990252893,43.95302192898672,poor,rice,8.390183855146145,vegetative,16.46
+25.704603707932858,32.80592843893845,8.123344754381279,9.053595212151707,moderate,silty,13.169865332067658,29.34857379907216,good,cotton,11.90546821405052,seedling,18.62
+39.16637047609174,82.98606699659162,3.885921949602337,3.601072399068564,moderate,loamy,36.862179523680496,41.87531536209384,moderate,cotton,8.33471016173386,fruiting,10.88
+39.09049942723132,98.7331967586572,12.216165591403218,2.3632290123432247,high,sandy,23.78417776008881,11.335763490033957,poor,maize,5.629131629844772,flowering,6.53
+36.325236386684,21.592118699206225,6.110935653007191,6.7533630587913125,moderate,sandy,12.016704485052651,20.946163851278197,poor,wheat,8.218378828260624,fruiting,14.04
+22.36122230173964,75.9221931233676,12.58860964641338,5.392950326819415,moderate,silty,28.48189669959033,34.883815067656165,good,rice,7.587939710933341,seedling,10.92
+24.62744321504813,40.23294444450297,6.033333660749516,1.8887204682565395,low,peaty,33.10771648765122,29.516932849106755,poor,maize,2.9500790283766003,flowering,4.66
+36.27841678792142,23.23902594626436,12.450166375398425,7.0978718442016975,moderate,clay,31.54868144171006,21.802879119065235,poor,rice,8.341281341297046,fruiting,15.57
+22.923050128906944,52.23116631653046,5.3331083198960085,6.0657400673629605,moderate,silty,25.983809386410535,18.04520949903274,good,maize,8.529210959187857,fruiting,13.61
+19.237318667152312,94.81742481367,6.881924216956213,8.767606607293953,high,loamy,23.18675720157532,22.0725331660193,poor,rice,5.499122322862883,fruiting,13.38
+28.920031561458757,20.941207549359817,9.424582080468534,6.482654161195588,low,clay,32.20632890722449,39.69357603507213,moderate,wheat,5.008385267900474,seedling,10.01
+38.40386935401952,67.03085535438254,1.519170403433821,6.165515617495783,low,silty,29.78427714391536,17.34829402005222,poor,cotton,6.972697296616294,flowering,13.92
+32.400744916874324,60.11171828762595,14.249002396324236,4.966765509993651,moderate,clay,25.001699138367908,33.7525283056883,poor,wheat,3.448778245816528,vegetative,7.05
+29.251529252234125,89.8707331496838,8.817283898795147,5.165083628999833,moderate,peaty,28.02021976649829,26.94723333730641,moderate,rice,2.91942175374924,fruiting,7.75
+17.429412344269213,26.72013716165005,7.8633902130166335,9.589431042812045,moderate,loamy,10.901904556403156,40.52151615442966,moderate,wheat,9.548010587927394,flowering,19.7
+30.37518066747924,74.52208239093203,12.671212581238724,2.246014084602154,moderate,silty,5.697673837278657,18.064740904756786,moderate,rice,3.829040058239487,fruiting,4.95
+39.75134625260658,74.40877587466218,13.053559583504,5.015969367239684,high,sandy,37.58976359656859,20.803583049472024,poor,soybean,4.484298257886625,flowering,8.64
+18.5021003809131,73.52640134898266,8.072775865670732,6.902445105341585,high,loamy,37.73496433174345,25.947501276353933,moderate,soybean,5.81152358812725,flowering,12.16
+27.958241309093417,95.38675959480295,13.945303724007742,4.897095810313596,moderate,peaty,32.57897733432281,16.663024348242548,good,rice,9.189177339521754,flowering,14.39
+36.93432679819888,85.84700232055043,1.438697608108969,3.54894064336682,moderate,peaty,18.030647087693104,28.44779088578977,poor,soybean,7.665192031369177,seedling,9.64
+33.51921544385511,23.35781809948048,2.1417739876426545,3.5862163368656934,low,sandy,10.276274370488892,26.64203232600632,moderate,cotton,6.575834614131745,seedling,9.25
+32.4253935248817,57.68662805636105,9.153429335209385,3.1029044163194417,high,loamy,17.506624237006925,49.60342177122845,moderate,rice,11.84201208073058,vegetative,13.26
+32.56210209967773,51.83624449610668,5.633954996006963,4.095128805247807,high,silty,30.41817133648744,33.75454837112349,good,maize,6.709241453310675,seedling,8.63
+23.98727878049388,44.81177768726417,7.231264909743383,8.845072980252102,moderate,sandy,16.731998780965803,12.778481004285888,good,soybean,7.870890631614898,fruiting,16.94
+22.339796106612333,56.10693801232778,5.257148659508915,5.547020952906957,low,silty,32.85695300757046,28.397665900681343,moderate,cotton,2.8268785562082224,vegetative,8.05
+35.23402888696284,50.7355347940782,6.368517015951566,3.1621485527003657,low,clay,28.555465657861244,45.14006122972621,poor,rice,4.718095368486066,flowering,8.34
+35.25283486697952,54.586711990293225,12.428372033621342,4.460740453238792,moderate,silty,27.049286406452527,44.67070349556816,moderate,maize,4.928562592336067,seedling,7.58
+36.67680796450259,98.3409492486914,9.105404897887418,1.952473708707112,low,clay,37.55828963304173,48.47220879483662,poor,cotton,4.2347233600741205,vegetative,6.0
+37.83101381391178,27.09063797996646,14.961495964610725,9.136321657648642,moderate,silty,36.26957015655138,45.76923467412965,poor,soybean,4.963098304977433,flowering,14.29
+27.783559971523445,93.7784695870984,11.909748368403962,4.673780488822889,moderate,clay,29.908291340190555,17.051988060574217,moderate,rice,6.836433776884831,vegetative,10.15
+27.53790736717999,58.41893707768214,4.468160684476486,9.82352084133768,moderate,loamy,11.973663667287898,10.142810979722814,poor,soybean,10.562824339500942,fruiting,20.02
+34.95737947416938,69.89937963996329,4.333004207037096,4.127848959362673,high,peaty,37.86234786523927,34.65010756944473,poor,maize,8.447778101813375,vegetative,10.82
+31.24909826944413,86.41463732941551,5.370524916696604,8.52720442504409,moderate,loamy,12.949285804842638,38.09777467359799,moderate,rice,9.98061156793347,vegetative,17.75
+32.54917193144259,48.837042331940445,12.727262469392269,3.3074678196230787,high,sandy,18.04041043600672,15.248486000043044,poor,cotton,6.878299031789121,fruiting,8.53
+34.89481673590252,54.43375264703735,0.8956709344332012,1.68537604039842,low,loamy,33.937341137906586,16.67341196792748,good,soybean,7.67939504283944,seedling,8.97
+37.25013354543916,52.76147842229712,3.837628543633237,1.2856002550642065,low,loamy,12.30299877201557,48.52306253554803,good,wheat,2.6926254641128216,fruiting,3.86
+23.449878921288395,49.978481802860784,13.621317094991872,6.455515839803052,moderate,peaty,27.35111340420753,47.75333018981034,good,cotton,3.41429694183034,seedling,7.92
+24.3895738159986,94.0423457317516,9.778498323207154,3.804163045062305,moderate,loamy,21.024273311598744,16.27886194798712,moderate,soybean,10.311673040716585,fruiting,13.19
+17.349548496021725,86.31439129544097,3.789282884765318,4.991678924282455,low,sandy,26.84116581265178,19.8803361706671,good,wheat,11.92785648004371,vegetative,16.85
+29.45700352490435,28.719999189038088,3.677602039372415,8.367823320407158,moderate,loamy,38.53177698457165,45.68454648087704,moderate,maize,9.828473839636995,vegetative,17.06
+15.898556844918552,28.64986819816768,13.007962475511745,3.2329727712532192,moderate,loamy,33.29274976157427,27.399733225334728,good,rice,3.96759162247408,vegetative,6.59
+26.639950453311503,54.229561188239295,13.459483870017174,3.7778722906142193,high,loamy,15.353792262421043,41.92290503445289,moderate,maize,2.2451876827818245,fruiting,4.45
+28.566115867689412,27.89259013862473,4.213900818950672,8.608025665528006,moderate,loamy,7.004599337690491,25.83944123037204,good,maize,2.3949295703341207,vegetative,9.94
+22.163531303207108,69.52744762168957,6.597400192109718,5.434860460091537,moderate,peaty,38.84655165083489,39.455316612323806,poor,rice,4.683539712746255,vegetative,8.94
+29.770831514225268,31.49532858093871,12.6016382101106,8.448986503472389,high,peaty,25.481034926298623,25.873032122136827,poor,cotton,10.8095244132132,fruiting,18.02
+15.762506248476235,61.78986111734409,11.67960785984334,4.370284031196848,high,sandy,11.05867987937452,45.96716379698249,moderate,soybean,4.132466597601315,fruiting,7.26
+15.93370471873036,20.57759576029742,12.301783545208226,4.585329827443976,moderate,sandy,26.94880362418423,23.022907161545284,good,maize,8.42695117655797,seedling,11.39
+35.56501401649146,45.32770787301174,8.016773766425548,2.5042452560043063,moderate,sandy,6.477575932227328,30.924725279765152,good,cotton,3.3831888092650555,fruiting,5.09
+24.00476603528157,74.17525789381244,13.71746120042501,9.247112682354697,moderate,loamy,11.563269934698296,30.870236309088423,moderate,wheat,9.065397121033072,vegetative,17.02
+18.17651281629712,58.72311521822788,5.226297387339312,9.071053246113486,low,silty,27.142064713732744,35.95485514469108,poor,maize,3.470760418721752,fruiting,13.01
+28.05608150137011,98.26155887991904,2.7717459480390114,9.857953131082962,low,loamy,19.086705958124984,22.268001782526973,moderate,cotton,5.844528403467193,fruiting,16.49
+34.24983882746527,89.92830368529687,10.77661882219054,4.622024144527404,moderate,silty,16.378210450869126,35.706420290599326,good,cotton,4.060626577763203,fruiting,8.46
+20.39552568742108,48.7256623234521,8.320639032099997,8.367534475827778,high,sandy,27.94231274692586,15.641432781777231,poor,soybean,4.766593036450603,fruiting,12.26
+30.57226189547501,23.63892331778197,12.891493647737477,4.734583585049068,moderate,loamy,35.32412308776412,45.74454093248524,poor,maize,9.0988439245668,vegetative,13.32
+17.1336866248442,87.6501040092015,1.6768091123083668,5.088689100288755,low,sandy,28.750688474659224,15.766939502445243,poor,rice,7.616497105064884,fruiting,12.93
+16.292043029215193,92.89874482517372,12.733539849851969,8.46999454235342,low,peaty,21.22041542123717,43.6117973911341,good,soybean,3.008018484328627,fruiting,11.84
+28.283865789203706,85.65019147352294,4.752772471527922,2.5963009379775976,moderate,sandy,28.06023408775134,37.7259227753523,poor,rice,10.344666692771392,fruiting,11.71
+28.515878040252662,30.23599527358119,9.995407173938654,2.982798410155771,moderate,loamy,29.347827550949173,23.64268290069889,poor,rice,8.035252845587173,fruiting,9.97
+30.935747537455164,99.83321075298302,1.081867441634709,3.8325541635623352,moderate,peaty,32.12677170812666,23.097329517139205,moderate,cotton,4.823414655979342,vegetative,7.28
+33.15228334306654,40.68673772422191,9.338928796402213,8.093611292500517,moderate,peaty,15.746693429133828,48.64180296328927,good,rice,5.990405273901583,vegetative,13.44
+39.396301986563365,77.9363930246696,10.900439493216371,4.353863944312745,high,silty,9.005179474395117,17.79935448894753,poor,rice,10.820113650434449,flowering,13.88
+27.907508707529885,92.64279010685772,5.846878110331494,4.223513874526854,moderate,clay,28.865802107439933,38.91835061732129,good,soybean,5.256104870724692,fruiting,8.91
+23.073911823531148,38.85496914645675,3.623455226301033,9.989347107297176,moderate,peaty,9.23796712497058,17.347292010254897,poor,maize,4.7945391561785495,fruiting,14.65
+34.87965486921759,92.66068437416529,8.295644810751403,4.454255287895315,high,clay,21.17051177402154,46.21590082482141,moderate,soybean,4.105649606832294,vegetative,6.66
+21.770806281551856,44.75852633558936,12.581266664316876,3.229934826840283,high,sandy,13.074557157161951,39.67756019605713,poor,cotton,9.879628189141522,flowering,11.41
+25.9742855176409,98.1130577907245,5.191436695301437,6.60892310380849,moderate,sandy,16.622486511562514,47.30818754055748,poor,maize,4.552867299848191,flowering,10.9
+16.961409533556647,42.50080163043797,4.160804814058554,8.216919567595006,high,peaty,21.471861266896955,45.16430850471608,poor,soybean,6.7419124319954005,vegetative,13.07
+15.633768585386438,96.2748659806268,4.544561975246471,1.6264705035084337,moderate,silty,36.36618214500847,31.97995534531403,good,maize,2.099990215264958,fruiting,2.7
+39.06621036694813,24.283572071413992,14.262416217291634,6.570030080246275,moderate,sandy,28.81482944650259,16.089164371515132,poor,wheat,11.590993228511175,vegetative,17.55
+35.89950301280514,76.74176093358504,5.709515278586116,1.3216191029220228,moderate,clay,11.00728431109585,18.85838056159357,good,soybean,10.332000010810724,flowering,11.16
+32.39935515234245,62.568890706960296,0.552261478380164,5.736991158815661,moderate,peaty,35.78066011753283,18.0727149541002,poor,maize,8.52752859343342,fruiting,13.61
+25.223823610356742,58.23016616981845,11.834377515414486,3.3129240738202825,moderate,peaty,22.519005169010956,18.825577708992867,poor,rice,5.069584564022535,vegetative,7.17
+19.332358001771144,37.8795451404672,10.639484532363156,3.759775279058672,moderate,silty,12.14888950832597,29.05656580323836,poor,wheat,3.875906342049257,flowering,7.33
+18.91092606677715,76.44766318211936,2.3642398367430486,5.203863675841443,high,peaty,23.460335949982667,44.71173897917648,good,rice,6.380348670602967,flowering,10.5
+21.25607245411488,35.264759315704566,14.78111161245623,9.343967146710284,moderate,loamy,11.682398553522482,10.924584202867166,poor,wheat,4.23649915510446,fruiting,13.58
+28.73066661765301,64.22734367878147,9.316903136924113,7.396005759290888,moderate,clay,17.856378576326534,19.53921626376725,poor,cotton,11.369993882714777,seedling,16.85
+32.86489806750156,40.25962904322007,7.761302618638721,9.431610366560466,low,loamy,33.19333486847437,33.872119243986475,good,maize,9.335278899141596,vegetative,18.75
+31.50493441794328,96.44971038250848,6.04217938053192,6.939739041028099,high,loamy,28.051544005229072,44.61293925031065,moderate,wheat,8.895480342965397,flowering,14.89
+21.99834742364857,22.290495506852224,13.53075495567275,1.0639697237907368,high,clay,21.727968123068557,21.899215472957728,poor,maize,8.78730339600258,flowering,8.09
+38.87163201657985,35.97826240889893,4.037470480569168,3.3902667761290983,moderate,peaty,12.925376945820773,25.30108636747229,moderate,cotton,9.651729970610742,vegetative,11.81
+33.44742291739421,39.384848510995816,4.643649053188577,9.151953199483366,high,peaty,14.875929405830997,24.93701638858021,poor,wheat,2.4367401199045085,flowering,11.43
+28.858851312785017,53.12542606142532,2.27495669695522,6.791009688709703,high,loamy,39.23827433074284,21.74774651719664,good,maize,4.5831297842422805,fruiting,10.27
+30.293018655858805,38.61841934960428,11.50722688597177,9.834825129132474,high,clay,17.00278670523284,37.95050510034778,poor,soybean,7.756168355754145,vegetative,15.73
+25.490001560694747,59.30792722150282,9.135464565884874,2.4036761729646603,moderate,sandy,26.56446427288101,36.23258889802638,good,maize,4.18401870062468,fruiting,5.98
+21.193274737528935,89.79724186068312,9.331459454190226,3.670730497958675,moderate,clay,22.491186566248626,43.731000400403616,good,maize,7.998929091268771,seedling,10.05
+23.89931696628154,76.96507371273367,3.6678212497822233,4.261308935653327,low,loamy,5.808643066818588,46.70309520676829,good,maize,11.585806048178048,vegetative,15.65
+33.94615276160923,66.39695844280888,9.941941642342716,3.939020363505795,high,clay,38.06361783917909,46.01903192368722,good,rice,5.321962273506539,seedling,6.93
+15.359837215743896,27.12025423861437,11.599147485079529,3.2679237713489258,high,clay,8.077524166422496,31.60643351514861,poor,wheat,9.573771017629078,vegetative,10.87
+17.901816012672906,75.51936867114205,5.689383695522494,4.991191441811001,high,sandy,28.05477104319361,17.427898496980614,poor,maize,6.334852345858176,seedling,9.07
+16.15006605054382,33.31314274487519,12.119533587444828,6.780683110324341,moderate,silty,33.38584896318956,18.886481981558436,good,cotton,9.16785696565079,flowering,16.21
+16.018220057974254,82.90939087693584,5.557463533714303,3.801312305980265,moderate,silty,31.20571425037027,33.61015193843716,poor,maize,2.6336476245092517,seedling,4.88
+36.38651460027518,40.004540680812255,11.49300769188467,1.7172993098283011,moderate,sandy,33.323761114502474,46.73592739937098,poor,maize,5.646495084381351,vegetative,6.49
+32.591446484500594,53.36389826567207,0.9890865581369253,7.376792742038471,moderate,clay,30.89020071752388,31.217257422588148,good,soybean,9.256412536627789,fruiting,16.73
+26.85434572718313,48.03761618543423,8.491886721367964,5.131149002031417,moderate,loamy,20.59502584349565,47.42914179067118,good,soybean,10.459846228658265,flowering,15.35
+17.445854016275035,88.70511317398854,14.558135129278355,6.008340754810569,low,sandy,36.36961072144031,20.49000071675742,good,soybean,6.167422205952933,fruiting,12.66
+27.29039687792081,30.12355669707265,14.728046709894665,5.098605914475236,high,silty,36.93543810828193,13.45387111020269,poor,rice,7.511525330904772,flowering,11.25
+26.836794269514144,65.25159059078308,4.585412385955239,9.013217531094192,moderate,silty,20.29342072580201,41.851616243362216,poor,cotton,11.659775864063487,vegetative,19.82
+19.33004674775038,31.36492875544498,6.900286820665154,6.028704974497421,high,sandy,21.96717223767434,45.175343277583785,moderate,wheat,6.549602510750724,fruiting,11.14
+25.846291230949326,76.38366689057493,1.4131796658061793,9.309491558665748,moderate,clay,21.997623893286484,27.923250263459664,good,cotton,4.357730011963886,fruiting,13.0
+24.962618359934336,92.40625022355847,13.163448960266695,5.595178074004003,moderate,peaty,14.761598675585695,14.097768707118586,good,soybean,2.2064642538160357,vegetative,7.22
+30.39625245130541,54.76861230938027,8.744296220533105,3.6332934601625366,low,loamy,9.02278185088456,11.693091781147816,poor,cotton,11.21876180749719,flowering,15.05
+30.87734127169109,59.04738082119807,6.083959844637497,4.198983284585769,high,peaty,14.169283301757371,12.502316623833243,poor,rice,2.5434767244867644,flowering,5.19
+16.132600244301113,94.193826918621,2.13517309809272,5.69916364226307,high,loamy,34.54363329608837,27.56457838332574,good,maize,4.386455217406703,vegetative,8.54
+24.36531536566178,61.67931109194857,14.228125639704892,5.769904940245078,low,peaty,24.00696797545406,19.392599637543405,moderate,soybean,10.565770947653991,flowering,16.89
+30.646497892855912,59.00787504396487,8.18817619340441,7.186039313940539,low,peaty,34.75693520521639,28.47692946027032,poor,wheat,11.393229209536614,fruiting,19.15
+27.578406464502194,66.26632821634433,4.602454971702106,3.020453849679677,moderate,loamy,31.080667812170528,29.539580098774177,good,rice,8.655277808276463,flowering,10.61
+36.41224602970806,75.13837890903616,5.578119386906888,6.929586099689516,moderate,loamy,17.201508010913848,28.323714083015066,moderate,cotton,4.58697170847981,vegetative,10.91
+31.467340790473624,28.550670006962516,4.425109123371142,8.00729207542677,low,silty,11.485937515524729,34.796896279625784,good,wheat,4.681756124219535,seedling,10.73
+19.073360677035744,85.68884221932129,9.22624222842622,7.089327905202911,moderate,clay,24.85269343091256,37.176151411024165,good,wheat,7.054285864025019,vegetative,12.67
+16.764218685010746,54.84040219626074,13.984471848817394,5.336452988358317,moderate,clay,37.75498469696484,25.837815831585523,good,soybean,11.341276061063798,flowering,16.11
+31.06048195515789,25.78788079179884,12.922060148235184,9.925125860051509,moderate,silty,34.37953223709479,23.481268486723064,poor,maize,11.46814820686584,flowering,22.22
+15.662782763540545,82.89461353585705,7.175522693676673,4.643318432162946,high,peaty,31.73424224089417,24.73605137747523,good,rice,6.305916422901993,fruiting,9.34
+29.64438953183658,50.15599773490177,12.484240753364611,1.959315531218463,moderate,loamy,31.746092862684225,12.807261202548826,poor,cotton,5.211535448307781,flowering,5.93
+38.50575603562394,28.029399607604315,6.635029478506783,8.393537938666086,high,sandy,23.47136533903614,22.86523011578655,poor,cotton,5.870375767824874,flowering,13.8
+29.386854446896976,70.70232316346005,4.158453541000251,2.909810969923764,low,peaty,10.933422906603283,17.99650584706139,good,rice,4.335938437221985,fruiting,7.12
+24.70424815516305,90.41050827469134,14.759519171363204,7.419570156121979,moderate,clay,14.9940596164794,21.63360688254467,good,rice,3.7205767937038594,flowering,11.91
+31.08220546105883,91.02028075311893,4.9063697355769165,2.610786544436133,low,loamy,25.226249357410868,38.57588402830312,good,wheat,8.838905613997138,flowering,11.72
+26.45632226228792,96.61307798471783,5.194001349310172,1.1518965177214544,moderate,silty,16.072369873149,49.54153738704371,poor,maize,4.598447159284472,seedling,5.03
+28.640419732898373,89.41643678133504,14.850546582904572,2.438187434101231,high,peaty,32.354836565941255,46.94211868037149,poor,maize,10.301244698398934,fruiting,10.85
+38.53662021941313,20.171273547638016,2.441948650901996,4.392898269182397,high,sandy,18.06258663992417,42.8650125810972,moderate,soybean,4.472985627142408,flowering,7.43
+24.652565945019354,50.41929331307122,11.527742826140578,1.9595642241681843,high,peaty,8.986376789227116,39.48788266908696,good,cotton,7.501446877485288,fruiting,7.98
+39.029764095597855,85.48340639244024,14.069284997999532,2.779111758121138,moderate,silty,32.389052356164534,47.79750596804237,good,cotton,9.1017803276829,vegetative,10.84
+37.63376604890159,49.300240479877935,7.92102741699357,7.881636499159536,high,sandy,29.43455641455157,40.08167383213568,good,rice,8.52664873760921,seedling,13.58
+19.89477836973241,68.1238805103765,0.5365655446908906,7.928952471794177,moderate,peaty,13.860489870935504,28.838186818573327,good,soybean,3.1336745716710004,flowering,11.32
+16.734032521879136,68.50535578996256,5.9383546896400405,8.35739404471879,low,silty,39.33903303973067,34.054477028680054,moderate,maize,4.748578247544367,vegetative,13.1
+17.519450034435668,49.202024323105846,2.1177503895799927,8.570397128928333,moderate,peaty,19.11163332619829,22.231398843615192,poor,maize,2.1653479855602225,seedling,8.22
+15.455545641288744,92.357914182503,6.534721083538589,4.783923051523798,moderate,loamy,28.81612357266118,10.132333511478912,poor,maize,7.903246068560527,vegetative,11.49
+17.36107401889821,60.25826763088941,11.955388043813128,8.807946946241756,moderate,peaty,36.86569540927456,24.144515773266537,poor,soybean,8.161802554462923,flowering,18.09
+32.07516933540892,57.18273647500006,6.861317458815107,5.733431875126388,low,silty,10.459880590999532,26.193194064079183,good,soybean,6.756868992198947,vegetative,12.08
+16.779716211505725,99.80109965295168,6.762914259515877,5.235374052424073,moderate,clay,35.76576267347296,39.3236863035313,good,rice,8.340853388202866,seedling,12.09
+22.974390757344032,59.48002912580933,8.573447415323276,7.466826960961982,moderate,silty,29.63695025571312,44.36882016091752,poor,wheat,10.512843633713892,vegetative,16.73
+36.12188277423637,34.271860154286486,8.934513478841364,2.924365702239165,low,peaty,10.86469708845171,48.50618871477664,good,soybean,4.5448924419321575,vegetative,7.18
+15.581798393395646,61.04555382907505,12.916296477585083,8.105476391447247,moderate,loamy,28.257926372150266,24.07167013425017,moderate,maize,7.382517313758852,fruiting,14.71
+35.36171206472339,85.12133884159441,4.971153868819797,4.865192439095829,moderate,clay,35.6101466210696,48.29587745460447,good,soybean,3.352035896282949,fruiting,7.77
+22.046369369335,82.14882615186252,12.414233333336233,2.145658726033844,moderate,silty,32.96553927944455,41.97542226774288,good,wheat,4.347379846767865,flowering,6.07
+17.954120690541405,83.08654120867769,8.706039356034685,2.073807221652708,high,clay,31.621244038053543,11.233775109428802,good,soybean,5.04853594536279,fruiting,5.55
+32.41842913410377,76.64190271983294,4.857678470898631,2.484160694620301,moderate,loamy,10.646765191664093,33.810433881472086,good,maize,9.1188769053197,vegetative,10.59
+30.7235711694971,40.33742632533506,4.779327638088118,9.015154608194042,moderate,sandy,11.671843868401025,24.62567199100375,moderate,rice,3.4697771780317384,fruiting,12.55
+36.936800338176326,88.96672686721851,5.736493998033005,9.918440400331429,high,clay,24.170075924475725,11.360448370196682,moderate,soybean,8.963125840834305,seedling,15.49
+33.37677609509714,91.4754772301012,9.529052017989644,4.212764192811552,moderate,silty,25.305110582797823,31.260123314572176,moderate,maize,2.936490074374905,seedling,5.72
+35.08702325962122,35.53221572948392,3.846770104719263,3.6292946698476793,high,loamy,38.02684222664873,33.39268323545477,good,soybean,8.796851118984751,flowering,11.09
+22.050864314282663,30.43645092411151,13.844836644247875,2.968938753349036,moderate,silty,21.40384671297944,20.0892301932639,good,rice,9.829572787082697,fruiting,11.99
+19.43598859449307,98.04839748712897,8.836232470579555,8.41434829450521,low,loamy,15.58759125414802,47.595190038316495,poor,cotton,11.019720938530646,fruiting,19.82
+33.76536879102146,89.46591709202943,13.8402287664421,2.882867341769885,moderate,silty,11.677051893071756,34.41816948678813,good,maize,10.300077019660057,flowering,12.29
+35.1708684816816,91.45889177679574,1.1728631993977432,9.316811169372428,moderate,loamy,6.895983455656847,17.03854613482173,good,maize,8.394848131928129,vegetative,17.14
+39.76262855001683,90.9101107699516,5.467864871691364,7.006153410741544,low,peaty,7.402875105079095,38.85027436140174,moderate,soybean,9.87646304460251,seedling,15.25
+25.315441922785663,63.33494592269827,0.8307110799705346,9.074150125022753,low,silty,25.09584242323048,29.96558214536917,poor,cotton,9.188300554296564,fruiting,18.98
+24.30045214481958,71.71213893326397,4.447651318920562,5.986088689547317,low,loamy,11.169168532898365,28.929361816815792,poor,maize,6.7329285873036975,fruiting,12.79
+34.41032401854992,63.629028170691335,12.999093847894528,7.216118759642471,moderate,sandy,34.80659833902914,43.3813305113621,good,maize,9.868766888180158,flowering,16.76
+23.520088506325447,24.096507935226327,1.0308408797119124,6.575122905919369,high,loamy,25.87651369269949,15.527191938329716,good,cotton,2.0533715855144457,seedling,5.97
+38.26893314008912,79.64024682822182,6.8241329487783,8.48075910691417,high,sandy,35.27102952482858,29.63946952688685,poor,soybean,10.042906373401228,fruiting,17.48
+36.4603187960753,60.42656266687042,2.204722521861803,8.522747300672929,moderate,clay,19.96116412908259,41.23052218465121,moderate,maize,11.240875609301296,fruiting,20.02
+25.72485068437546,71.81672598321839,6.544189559275332,6.308136998606126,moderate,loamy,25.85219482506076,36.4155375543684,poor,maize,11.13677390859155,vegetative,16.12
+33.771776694787434,60.211184398042825,12.66334797183347,6.692568843967951,low,clay,23.389990609984668,10.21654629810131,moderate,rice,11.985599400404064,flowering,19.46
+33.86357185211706,59.34490578579648,9.534529984336528,9.296883284480469,moderate,clay,39.53368623821644,41.498023685771045,good,wheat,4.788064703204452,fruiting,13.64
+17.578096720898316,33.743128758221346,11.182967007305637,9.368798355684724,high,peaty,32.88869626351476,47.78687659343082,moderate,maize,3.368078083271559,fruiting,11.72
+37.56382266698917,42.29709721129191,5.562009674018924,6.978248055056635,low,loamy,25.83900287683158,38.186753393670784,poor,maize,6.92549519299606,seedling,12.44
+27.63130931119643,32.708215355516465,14.193766577647052,1.0697885035584718,high,peaty,26.23050962583626,45.03603699578229,good,maize,5.425099604708603,seedling,4.7
+35.66143665269354,35.6533036500274,10.784300359802751,1.939700932785469,high,peaty,13.708059943008696,24.432468758446927,good,rice,6.57271387456608,seedling,6.8
+23.00124002576529,97.8381904336244,6.616082879625698,8.721482785969744,high,clay,30.71635301969178,24.02412583166089,moderate,cotton,5.628589404690593,vegetative,12.83
+37.38808071240501,32.24907566177588,6.683739603292296,1.7624270473372134,moderate,silty,39.39915020391384,22.83458120215299,good,wheat,10.55049818395747,seedling,10.85
+24.73004196835408,41.54163394441661,13.820920580177814,2.9216726276955973,high,clay,9.530095694126706,39.39877707804008,good,rice,7.426704305914587,flowering,9.08
+15.270941287007458,67.2471726190868,8.857868054813181,3.0749201219948663,high,clay,27.30414192891848,47.682638266182686,moderate,wheat,9.929015872525298,vegetative,11.01
+37.63454941048159,68.81428609893135,10.742498543594104,6.402112928019144,high,sandy,23.125846253210305,45.41603085251232,poor,soybean,4.980963871663656,fruiting,10.33
+17.28216691965334,32.31793037950632,6.547010755440976,6.189695180953878,moderate,silty,34.764391744187435,16.008556028925348,poor,maize,5.946946578656279,vegetative,11.43
+22.98284093976037,83.497394062817,3.7435450890883546,3.6047577107836015,moderate,clay,5.001640442706227,35.04430939938136,poor,cotton,4.863804762896049,fruiting,7.48
+38.751549176270125,82.816229433026,10.99160973391907,2.868502290115986,moderate,silty,9.78047105912644,49.83833118109311,good,wheat,11.71458775096593,flowering,14.35
+38.7651786734389,38.98541633631129,9.313444696050125,7.880788268717282,high,sandy,6.297547514161188,21.81473669783437,moderate,maize,6.45419433571924,fruiting,12.99
+29.335947203082156,43.093304214036834,7.769471766159301,9.419105400453786,high,silty,10.70266439294852,35.391391720596154,moderate,cotton,6.097348872400238,flowering,15.24
+30.795930304244983,95.03902923675976,9.548303629919726,1.4752511192479485,moderate,loamy,29.777769811506214,46.26495320861293,good,maize,10.398528019194467,fruiting,10.77
+26.211138049457997,86.05371567835824,3.520140997931388,2.1986241643437654,high,sandy,9.888499853381152,45.98192560443308,moderate,maize,9.570829614115926,vegetative,10.21
+22.33026929245161,75.8237626450019,12.012111244713369,6.779475898351367,high,silty,26.78158679889456,22.85901128906355,poor,cotton,11.203455692636537,seedling,15.17
+23.2166136342479,26.57865772084804,14.248360672794432,8.23997306504283,low,peaty,35.38720152020808,13.756996597277428,poor,maize,9.543406852265768,vegetative,17.3
+31.81296140192596,53.46112647220606,13.42099559043169,8.120698018987596,moderate,silty,6.211824527738692,35.840358362835694,moderate,soybean,5.470533865584903,flowering,13.82
+33.809363235942,64.74414976614617,5.160818306951748,7.477148377744204,moderate,sandy,5.937524555804429,47.87869992307186,good,rice,5.018146083300835,vegetative,11.53
+34.78947609314621,34.99290303870215,6.3870837125901,8.986851590482829,high,peaty,39.64468960077335,30.31934911436513,moderate,wheat,8.845679402471834,flowering,17.78
+34.740453569863845,55.858126568657966,12.221833347064637,2.956139916137316,moderate,silty,28.564609794385543,28.308295785402255,good,cotton,3.2964618564878174,vegetative,5.49
+17.280152576217258,68.0820701990952,9.129198396956756,1.9656185184275243,moderate,silty,9.924332760984306,44.55793629189191,moderate,rice,2.888202001838612,flowering,3.55
+27.360507617564537,46.19013440923194,8.444759433311415,6.538266730822315,moderate,sandy,15.73421964700345,26.98386716296984,good,wheat,9.944501357828548,vegetative,15.68
+16.438969000416108,82.47558551603898,13.936308529234957,8.40048302371089,low,peaty,39.47518036455568,37.23714817331735,poor,cotton,8.35904100518386,seedling,14.9
+28.73822205809339,87.23596653110444,8.272361934167236,6.238392206325159,low,peaty,12.952580091887777,25.54569430952949,good,cotton,4.188676298927017,flowering,11.42
+26.038262534334425,45.88875755472566,7.966610854015993,9.666977387130157,low,silty,31.34892977948368,25.08549971493025,moderate,soybean,8.694993930594052,fruiting,19.07
+37.19260456895749,87.09257235939657,1.1092695733622149,8.160080152526104,low,loamy,13.441372700096789,17.51230261365992,good,cotton,5.0947279458446255,flowering,14.81
+23.77287531380197,28.2861252882412,1.5065458995569956,7.307126208183348,moderate,sandy,18.946367066937825,13.538066812112346,moderate,soybean,4.841474130232155,seedling,9.83
+17.926675410690148,87.01832788981251,0.6075944642694275,1.5423156178456023,moderate,sandy,35.824648811132974,45.40642703656117,good,wheat,4.734217458273822,seedling,4.89
+18.574792051320895,32.220034533409326,13.742041273862688,1.9696801485851387,low,clay,5.995362943461035,17.248792969443354,poor,maize,7.0676948346390525,seedling,8.44
+34.03776579293681,26.63417220077808,6.421606570256659,8.063538693320748,moderate,peaty,15.753230578605928,12.48873608744674,poor,soybean,11.41353930629556,fruiting,18.94
+30.455451582906527,71.3420323552809,7.294139953934482,2.7841413301932643,moderate,peaty,22.051744794022543,33.29232435813152,moderate,maize,11.484266449678664,seedling,12.76
+17.528066903069757,57.75498926042354,12.7581107400907,1.2595165847109149,low,clay,26.892315823939477,31.839869932327684,poor,maize,7.463865119210626,seedling,8.24
+17.102670152874936,92.63124803302662,9.33407150044878,9.196846171722685,moderate,silty,5.988457923653856,32.71026813223567,moderate,cotton,10.685295001409669,fruiting,19.91
+32.524228286478,49.055135687267935,9.337773147663428,9.017248363311108,high,silty,19.37348382535309,28.72419552401955,poor,rice,7.052270857929065,seedling,13.06
+16.819075159104838,42.9721810750103,4.7997492256447805,2.9663544450834265,low,sandy,17.050051366677067,15.677454088725394,poor,maize,6.920630782041932,fruiting,10.15
+35.546501482258904,60.05879249153587,12.591671421905527,8.021856322656593,low,silty,5.940331067143411,10.836593323982711,good,rice,2.3817655382719822,vegetative,10.11
+32.65605567891241,56.4756948614929,2.90453465257266,1.4318169509048957,high,loamy,17.43786987685817,11.8565570889772,poor,soybean,9.4509857984614,vegetative,8.89
+17.033719516047494,47.55424369737506,1.2706690865077446,3.5655220344093674,moderate,loamy,37.60909011907808,47.725885833414345,poor,maize,8.372345801921425,vegetative,10.47
+17.120942852129797,75.49930389586629,3.2782486840187186,6.613002174309624,moderate,loamy,14.611995495668689,31.27417034904761,good,maize,5.67147678388867,flowering,12.49
+39.66598946252938,80.76494671311266,4.382189672231188,7.86861096542547,moderate,clay,25.49569541311443,25.988837419332008,good,maize,3.4697557969617083,flowering,11.4
+24.356769893903007,88.23871752241092,4.593510338885998,1.0935926990937062,high,loamy,15.433349757925,26.43327264627196,good,rice,11.903831981696216,seedling,11.42
+24.26605367667227,97.82852837682742,10.22244717997213,3.935877519463697,high,clay,8.73331422207476,36.08781392766407,good,soybean,10.167188121929636,fruiting,12.64
+35.31998918143756,41.33249537060036,3.658456516265331,2.929110040573066,moderate,sandy,15.140321801409764,25.06651110376727,poor,rice,8.27260822386305,flowering,11.01
+38.68121443459647,77.28747859919693,10.311545415177276,9.989023651738512,moderate,sandy,21.4765698618509,41.858362659376425,moderate,wheat,2.166263478996406,fruiting,12.07
+39.650026595571774,51.54065883965962,1.821416511890096,7.038840091467115,moderate,loamy,15.36729392462539,20.397716690747785,poor,wheat,10.697735010892492,vegetative,16.46
+33.83445463147354,74.16655775608865,2.634435685919681,4.651043075917695,low,clay,26.845926240392146,24.690365179262145,good,cotton,8.098043163626965,fruiting,13.06
+24.40648963827289,58.07853522793763,7.8779110031194275,1.6808734178261653,high,loamy,38.21810526936833,47.399872627630025,good,maize,3.580069090306737,vegetative,3.37
+17.08751791746672,99.50184822143451,13.867489137361318,6.388032317562674,moderate,silty,7.424504740598243,20.411346967918305,poor,wheat,10.141191951010796,flowering,16.77
+34.42867289818592,78.31217086326,12.963730037761152,6.775313238424578,moderate,clay,30.09515262360159,36.46343589510694,poor,wheat,8.03577161559525,fruiting,14.67
+28.960106243395124,96.19930403474596,14.546924915420645,8.347653347528215,high,clay,5.0439742483009615,24.5826910449272,good,rice,7.308193165670537,fruiting,14.49
+25.605550231174405,86.79756395849486,9.93194644653348,3.597191676274272,low,clay,5.035752466769045,28.847884562063733,good,soybean,3.3995418159174964,vegetative,6.76
+37.6588596273684,92.23208089306968,10.299315563033334,9.832852724320867,low,clay,9.652177414861756,11.807531441924848,good,maize,4.547236140672111,fruiting,15.28
+17.779937057653783,85.153535777174,9.562833484506635,4.955191653825546,moderate,silty,21.79756764677774,16.689355600272457,moderate,maize,8.904719852272713,vegetative,12.49
+27.31562760727148,56.73273043007291,9.53087438144386,3.6634937919354416,moderate,loamy,6.680141222019189,14.076511366343464,poor,cotton,5.501394413969386,flowering,8.97
+15.283841119185476,40.14307626775075,2.6332450034799773,4.136044006013121,high,sandy,30.275311871649077,43.78860590924017,good,soybean,5.465482858382622,vegetative,8.07
+26.716516049853155,49.625614036041775,8.384214864376965,5.676274476704114,low,peaty,6.024854079295887,48.467650328899495,poor,maize,3.802667277543904,vegetative,9.34
+16.407581892045933,21.61889861119604,6.097985035050023,9.430314080564145,moderate,peaty,22.3401121154293,12.71898457251854,poor,rice,4.058208595079876,fruiting,13.59
+17.9704479067018,61.91945339717337,6.916789628770755,7.616429181274604,low,clay,28.66345231787921,13.073830807769898,good,maize,8.742805936897854,fruiting,16.6
+17.93815616942762,60.4046240216327,8.092208309358941,6.193986845174041,moderate,clay,13.314271209753253,32.08675767946238,poor,wheat,11.2184264288685,fruiting,16.4
+31.230257552901588,62.020037186439055,2.361744491132648,2.4652934918187563,low,sandy,25.27543479916115,30.161396991025544,poor,maize,2.5431000019868195,flowering,4.96
+33.65112198163558,97.9224979977651,5.7125721408557375,2.344179798017845,moderate,peaty,14.162349523806236,36.02288531117787,poor,wheat,6.9238236981377135,fruiting,8.49
+29.58421912742899,92.91632027638714,1.420018632710752,5.519772224322076,high,clay,12.493404124009167,39.47223341986191,good,soybean,11.561590275451625,flowering,16.22
+39.05431371186354,32.93702226640864,14.705187891124789,7.558378341414842,high,silty,33.643629502338754,41.88877862757704,good,wheat,7.352484917872759,flowering,14.23
+24.3717644880926,49.51060172447114,2.218656417891829,7.759109554795991,moderate,peaty,16.651966944822398,15.9633352098016,poor,soybean,6.233344011495027,seedling,11.28
+22.14280215704652,53.91649435706096,4.24860870890184,3.033229454886325,moderate,silty,33.489284843865626,11.513429169499364,good,cotton,4.903738034103106,fruiting,7.3
+36.71497820473651,48.84263342813182,13.42374743719926,1.9008956156252796,moderate,sandy,12.591829412249355,45.56635490656924,poor,wheat,9.54474905636993,vegetative,10.3
+20.589895962986315,83.87967708831304,7.499295670467556,4.4601489032841055,moderate,sandy,17.45529496811909,28.78163574855124,good,soybean,10.952359595655022,fruiting,14.34
+39.08056348601528,61.92301358940696,2.466739422049139,9.263552889196667,high,peaty,8.593058478090128,48.84977306083958,good,rice,11.898458832044374,fruiting,20.16
+15.30386186724541,65.76798535773,6.07134280157056,5.90830527402444,high,loamy,22.37751359029913,31.31077940809346,good,soybean,5.088271696759861,vegetative,9.22
+39.246970667690974,88.24108471903403,2.1800859157750945,3.880897901485969,high,peaty,18.355800233821228,30.40109502002955,good,cotton,3.27224319278593,vegetative,5.29
+16.0789977987644,84.47425227322869,3.403131957725276,3.912739015052095,high,silty,5.208481688059015,34.91917435651228,poor,wheat,9.236376700124987,flowering,11.99
+37.27857784245178,30.576921825623977,1.2544327807727529,2.188783406999665,low,loamy,21.26992946931769,16.80575926169515,moderate,rice,10.308394546785262,vegetative,12.2
+28.192527727157497,77.11316672669074,6.854298670961949,5.259013624955422,moderate,silty,7.604512275671418,20.16162020154545,poor,soybean,10.728843183683452,seedling,13.74
+39.82411990298251,54.83489031216284,12.196223765016269,8.122264106633546,high,silty,34.293461601958455,46.23225838894868,good,wheat,8.041888709400524,fruiting,15.18
+16.84491411838497,43.57191224500004,8.996553091148485,9.717028223746071,high,silty,22.279261101445893,18.493109999553475,good,cotton,11.60332558042176,fruiting,20.36
+28.84635711003302,24.001505672174908,9.29200692952687,5.514354999621778,high,clay,29.151774378325687,19.318833279333823,good,maize,3.1209114486833736,vegetative,6.79
+39.23256339047747,58.97996482763608,3.408468436206985,2.504934242584196,moderate,loamy,33.739759846720816,30.399366507233733,moderate,cotton,5.079667393062636,vegetative,6.57
+28.07744610425372,48.43493445796251,5.486460727159314,7.146553598225781,moderate,clay,6.791226701258853,35.64605414224611,good,cotton,4.996988486447417,vegetative,10.83
+30.73496595338156,40.12104317411207,12.756010505692064,7.811122084707658,low,clay,16.801921279846294,10.036154664589652,good,wheat,5.988029481416246,flowering,15.34
+32.39371722461543,75.5737383677566,1.7739146727344608,1.6452977448079198,moderate,silty,5.879123942974303,28.27124762364012,good,wheat,9.508824251298288,flowering,10.11
+26.36352661919433,81.55883098524697,12.93999447819374,8.65125216668106,moderate,sandy,6.736930508941255,25.960525022429657,good,soybean,2.2023234661200526,fruiting,10.68
+30.688952002101587,39.58316152235398,7.513505380839391,8.463901509962717,high,peaty,6.3241357932971205,44.62476770172887,good,rice,2.173606644695817,flowering,10.02
+29.607857798077504,23.95579493434778,12.6386377542142,5.252869486352061,high,sandy,21.726728942062884,43.58789868146499,poor,cotton,3.3725370986269123,fruiting,7.17
+37.52895026227472,87.9002160452188,5.1110930812188045,6.043802667542815,high,silty,20.773731664796912,46.23693808034548,moderate,wheat,3.8575510147711247,fruiting,8.75
+16.136159508536448,20.796779296344265,5.413222797953802,7.420672573398273,low,peaty,7.143415614654201,43.6820244194786,poor,wheat,11.8916078560988,flowering,20.66
+22.02407973980576,94.96899951371776,11.39827059068557,7.090733125565734,moderate,peaty,14.18289632230574,41.46845454628718,moderate,cotton,4.579394003273258,flowering,12.12
+38.76028710191397,70.20958991861647,11.882444514187192,1.1488238037388816,moderate,silty,13.55719184273702,44.36019843163065,poor,soybean,6.57475986660464,seedling,6.38
+37.25659459727291,45.74773081610562,3.829847830857128,2.101917734636372,low,clay,15.38152969323422,16.99226097735395,good,wheat,2.289970780003292,vegetative,4.33
+26.391418819642823,39.7182327661389,14.60663420991763,2.463315002031212,low,peaty,27.426683957609168,23.63396366737265,good,maize,11.304835739040552,seedling,12.9
+30.50331494503842,20.720453141158018,1.7251065115500197,7.801083001648889,high,peaty,29.39735452782508,37.344732998797774,moderate,maize,2.471040829519473,fruiting,9.1
+21.93452957452832,38.83771336087017,1.493292964980898,4.960752066031421,low,peaty,16.86750004475362,46.9252383427133,poor,rice,11.023214957971252,fruiting,16.19
+19.703028993094037,31.01826412137129,9.13481112164849,5.909523637481426,low,peaty,32.58807232267415,36.67635064095827,good,soybean,4.002967740608672,flowering,10.97
+26.59246012349956,68.97329765785165,10.979741132688511,7.954186932059358,moderate,loamy,19.625106160242485,18.317956176440354,good,cotton,11.089121074813914,seedling,16.52
+23.83380570065132,33.323647087504106,14.43284887376212,4.068840421576818,high,clay,23.28409417958037,47.78660255278224,moderate,cotton,5.306663271946913,vegetative,7.48
+29.5914027962718,62.29038700292954,6.3717138215834925,7.740012045868958,high,loamy,10.09423601468232,40.413672157333046,moderate,cotton,6.767929760842482,flowering,14.05
+16.94336592412462,67.20931378755766,0.8667254303496801,4.9806934716660365,high,loamy,13.151340542308848,38.66175024617765,poor,maize,9.10955562190113,flowering,12.75
+39.35987019165417,43.84333586775316,9.241996921972902,4.39462168996786,high,silty,30.46443323973109,40.5002646924452,poor,cotton,9.431650683812943,fruiting,12.61
+39.65526861199007,22.805195921497496,4.700592298682192,3.9973353764926607,moderate,clay,39.19647827818884,36.36578763398038,moderate,rice,2.3402998957832093,vegetative,5.46
+32.45404285049363,22.98031044913569,6.777733257333333,9.684503339431446,high,sandy,29.662874447045866,10.8845033504457,poor,maize,2.1945373351851987,fruiting,10.76
+28.40240915860301,22.10778657551341,7.582807492624061,7.94776069638081,moderate,clay,6.89694350377275,20.144730385573723,poor,wheat,5.216699268252615,flowering,13.73
+22.738190407158196,79.1299733709237,1.4354328557014906,1.1817634669617645,moderate,sandy,10.001197362013851,48.26287359838608,moderate,soybean,7.11583677974012,seedling,7.5
+35.344875492673715,45.44077638514385,7.546735876179491,9.616739378663816,moderate,peaty,20.60224896769875,21.54417120359641,good,wheat,10.733799477344128,vegetative,19.45
+32.11827931384698,83.70401487741309,6.681635168662564,7.97895666754006,high,sandy,30.64005020125291,40.8650593795461,poor,wheat,3.809531572856193,flowering,11.43
+19.065423483622283,54.538625907427935,10.8318918466556,2.3425724300883,high,sandy,10.807636028220204,26.979358816365192,moderate,soybean,5.726747240301136,flowering,6.34
+37.77317961234606,56.23984806639711,9.862155712578996,1.687043128701854,moderate,sandy,31.27873978073801,46.301108634049214,good,soybean,6.35397505563529,fruiting,7.42
+35.56343107307923,61.0306082007659,3.185627913183135,3.77374684293508,moderate,peaty,24.45425033857623,32.30676218306816,poor,cotton,6.8770963324713605,vegetative,9.73
+38.7449978322981,77.04251651000831,3.489014314050756,6.617633764114556,high,peaty,32.10901125662017,35.275439874183675,poor,cotton,9.048476715316127,flowering,14.83
+33.142987709709004,41.88022926637657,4.139589592228412,6.548920202345207,low,loamy,24.517316493952784,19.58500670008308,good,rice,11.09903051995111,seedling,16.26
+30.33537989839475,29.726987962682152,3.094781384309071,3.482651126342984,high,sandy,26.08831122737021,12.30093625772469,good,soybean,3.290822298461319,flowering,5.59
+25.456075907265472,64.48458681531692,10.029591395192774,5.01107480791676,moderate,clay,13.706147310873463,40.26225173939842,good,soybean,6.702035252406171,vegetative,10.8
+38.31821208385033,46.158209859419145,14.919237598403924,2.9070114014236195,moderate,silty,30.20664079247398,12.705731579894906,good,wheat,11.848277589653415,flowering,14.43
+36.65159723751021,55.39930509344299,9.95557093748108,1.4552081665006371,moderate,loamy,34.54050288883046,38.87192765276495,poor,cotton,7.991473869089177,fruiting,8.61
+16.130466752654733,71.75573666698443,9.296882419773723,5.652734206841908,moderate,sandy,35.49517827365878,32.21971447847299,good,rice,10.485933705192677,flowering,16.26
+15.6591743624313,59.53005929130165,6.443955033590551,4.122920208268343,high,loamy,6.030856841616396,42.80094851827422,poor,cotton,10.89729361424886,flowering,14.03
+24.41158417195124,69.62230536806743,5.03241375346653,5.885941890681369,high,sandy,26.860923033816626,18.230923578967257,moderate,soybean,2.710396175172013,vegetative,6.74
+35.26383326954583,63.53600016909023,13.710569475143949,9.518565902234066,moderate,sandy,39.63384169642535,31.661184877342983,good,rice,6.809293526584487,flowering,17.05
+39.68190323287361,79.18370975488793,14.550527175061218,2.29033280525789,high,loamy,25.54204797935113,34.566855494025994,good,cotton,11.618637964250016,flowering,12.37
+18.760422277588205,76.4749294169296,7.703254546022053,1.0176581647985978,moderate,sandy,10.99441526350169,12.971911733072602,good,wheat,3.4925805961993035,seedling,3.14
+29.853267883803376,62.73519134468954,4.707907184845083,1.6919039195391266,moderate,sandy,35.71628317828545,39.5576273550114,good,cotton,3.884341665394994,seedling,4.71
+24.52227141577554,74.31224166877655,11.66677201121163,5.164374664914661,moderate,silty,14.250724519769864,25.56117740857917,good,cotton,7.060573483467323,vegetative,11.05
+39.24785994536508,89.88476818180902,2.4206234675697376,7.362388268220911,moderate,clay,6.5754710846423245,15.15656357516713,poor,rice,3.3316976603771256,seedling,8.15
+36.05297307839272,54.581703023053485,11.601029445833383,6.226872429854701,low,peaty,20.068128873853585,25.482597331620347,good,rice,10.599011526916165,vegetative,16.78
+35.958217617778445,53.02104581990349,12.374751427514411,5.454051466363723,moderate,silty,8.509544269543628,13.932059428665582,good,maize,9.627830152406522,vegetative,14.29
+26.717328994874254,81.1396496681904,2.3111071970939268,4.185668179831712,high,peaty,9.03348003931484,45.51983492149864,moderate,soybean,10.495704879602403,flowering,13.14
+25.37048755844163,66.60430696335952,14.664491297550176,3.7897675437835088,moderate,peaty,21.215120159786142,28.270396028625697,good,wheat,6.052228812095175,seedling,8.06
+21.835176798267657,25.68054241780708,14.789928210632937,4.386575575944821,moderate,clay,26.44391942265688,15.52112248215212,poor,cotton,8.46930577338663,seedling,11.44
+16.409387416273177,91.36896125528652,14.082432450246593,6.504714586081642,moderate,silty,36.68872215805564,20.08382710911041,moderate,rice,5.270662444041469,fruiting,11.88
+36.61805940637633,22.46264817901121,7.692504736390832,2.509785602789826,low,sandy,29.68385269043813,38.98596413464982,good,cotton,2.631663428043223,seedling,4.3
+35.32252522825194,79.87170849677945,4.068075063014012,7.942258747491632,moderate,clay,34.49111030680221,41.44352668700636,good,cotton,9.748334320266844,seedling,15.46
+39.992941832153264,80.70353141634503,8.939134572787738,6.177279160837992,low,sandy,19.41245450889272,11.652655806686498,good,cotton,11.716773992631534,fruiting,18.09
+39.91592092684763,96.24888682255444,6.5890406578358185,3.4224073985028487,low,sandy,16.150709330129093,12.395208295621822,poor,cotton,4.859532562320793,seedling,7.38
+28.885792640065688,24.33075267218566,3.4862553483993577,5.510376665301553,moderate,sandy,25.74940933863809,46.68740684889828,good,wheat,4.876334466133898,flowering,10.62
+34.22468537951276,67.74854886275928,6.64330793945879,9.665008189166498,moderate,sandy,29.34248485993097,23.23928911557792,poor,wheat,4.065422539782665,fruiting,13.36
+38.61914324706071,54.22724565016424,10.126402617325065,1.1844237623067464,low,silty,24.888765569801485,17.732954698734723,good,wheat,6.265876180584264,fruiting,7.25
+36.24118476693529,46.45063638876336,1.5282430063968704,2.7957037681110624,low,peaty,14.258244586725208,14.922305268129517,good,wheat,5.757161491124595,seedling,7.92
+21.18370254357994,27.225484823925843,5.334561020967239,5.035422159129502,low,peaty,17.94033612684413,29.0382991233646,good,maize,10.848770123484863,flowering,16.81
+26.263603382752336,65.01232957370473,0.7580259051859652,6.745957496018453,moderate,silty,20.69066471195677,40.84210777751757,poor,rice,9.902752964243826,flowering,17.36
+18.22898537878737,58.32325805396909,11.367684829194296,2.910054396569367,low,peaty,5.495316643335589,30.84471070217853,moderate,soybean,10.80562301525812,seedling,12.83
+38.85127568146806,28.36435665208194,9.79002338044216,9.382635535385766,moderate,clay,35.79435748981484,10.826947184955545,good,soybean,11.194777509646128,vegetative,19.5
+30.154365861272,68.99916056776667,1.4087459531785052,6.783148111821779,moderate,sandy,22.899355942953136,29.35619863976598,good,rice,8.792411914071993,vegetative,14.66
+20.71607013758657,79.03624962023508,14.488694614228534,8.896887540607874,moderate,sandy,31.286048152619436,22.4662830891575,good,soybean,8.43336810757679,seedling,15.03
+31.792517110146417,81.38226408429186,0.8280125783429598,3.963861372252867,high,sandy,11.016895431962464,37.31436680687929,poor,maize,6.66141341924974,vegetative,8.96
+30.4532060114474,92.4298550609942,9.054429373903284,8.460585408759666,moderate,loamy,24.48252919970573,30.94035873571705,poor,rice,2.8292139385445143,vegetative,10.28
+23.954067950821013,52.75765935110218,11.75732819608631,4.403972952095017,low,clay,37.41459100314948,48.613485997376806,moderate,soybean,6.462781500827678,flowering,11.53
+17.838939804990726,96.24582148977096,11.924496539148484,3.2747659521508448,moderate,loamy,12.499687494744109,33.9265661614755,good,cotton,5.625792412903842,seedling,7.77
+31.78932988981999,89.23435240661489,0.997134466101455,9.204898052474135,high,silty,17.10496702870705,35.299238644262616,moderate,maize,5.784283952912996,seedling,11.59
+28.00769252259483,43.72012568191512,13.64301942328637,1.8299662811096908,high,loamy,18.59131099026778,30.809230934343415,moderate,soybean,7.014303089699959,flowering,6.87
+34.30795979339098,32.74264298795668,13.817549242943272,9.485999164507636,moderate,peaty,18.41562640414773,22.440219491659175,moderate,maize,7.272985187837762,fruiting,17.15
+28.004087527799832,54.83115169024107,8.640160410738403,5.12663685280845,low,peaty,26.02179079575261,35.22412631669842,good,rice,4.160027834032867,seedling,7.99
+36.3045375079635,52.15189663647733,7.490206383863619,9.933629261372756,moderate,clay,18.781958630575936,23.3164653295395,good,rice,4.748172839076387,flowering,15.48
+28.797670969362137,66.05754442649635,1.1505782144076973,5.856351883615259,moderate,loamy,28.59190737725728,38.6939259053791,good,rice,4.031942420447642,vegetative,8.93
+29.02344928838465,66.67089858621983,8.648335066393095,7.817393548740728,moderate,loamy,21.959611490499142,19.473857492164854,good,soybean,9.363951278377664,vegetative,16.36
+36.91634006645863,79.99895875039802,6.4359966856683455,1.063639147042036,moderate,sandy,10.51690743275833,24.706454732468856,poor,wheat,11.643846443752755,flowering,11.65
+25.087071655309927,60.791195856448816,11.705692907425512,5.470001379641486,low,clay,38.19988824150237,33.34593306171226,poor,maize,4.447416882795972,seedling,8.45
+18.35038071126602,28.385811275261243,6.356311719848273,7.637081244563038,low,sandy,13.383072020657222,35.13966809553821,poor,soybean,10.63662771503682,seedling,16.56
+15.719566907833476,88.6633068442485,10.411922083208292,8.04544317962604,moderate,clay,24.686447477347983,36.74451445032598,poor,maize,9.302408822113373,vegetative,16.21
+33.87843139184048,44.78116665481497,1.9704181204441968,2.4224372434143824,high,clay,7.124291316938848,38.01265874854194,poor,cotton,5.062003107829837,seedling,5.51
+30.50773878383661,97.70379682452736,2.427807926106521,4.770738553445008,low,loamy,37.15175880267688,22.732255088950943,good,rice,7.249230975854287,flowering,12.64
+32.60199420248059,29.42880869438161,2.525797764412796,4.771647623074049,moderate,sandy,37.47986303576724,45.70305630539091,poor,rice,8.099767965815754,seedling,10.79
+20.32410403772277,96.66009377860026,1.160119747096281,1.932767276491503,moderate,silty,17.75903733805177,11.197344330178982,poor,wheat,9.714324311982098,fruiting,10.88
+18.409286889669243,27.28094455060136,8.349268459412155,4.9874095692232,moderate,sandy,9.23430563923712,17.53719752073334,good,rice,7.443578442953135,flowering,12.72
+15.363616641697048,38.48289103576476,12.01253202763272,8.263836628264048,high,silty,31.949444074544488,12.80563278270442,good,cotton,8.557394776158656,fruiting,15.77
+23.76468897016493,23.726395366923327,9.35096245355816,3.701626638570883,moderate,peaty,14.178843667842523,36.86147889542816,good,maize,5.205193503671652,vegetative,7.99
+29.74794217136583,76.4090517311196,8.836845840516416,4.893170697044948,moderate,clay,29.521547309595203,20.946609459009085,poor,soybean,3.233022786253403,seedling,6.21
+24.806101127493307,88.02389892574334,10.36904696183968,9.648628165559284,moderate,sandy,37.03018689920376,17.966140290154833,poor,rice,2.6009021382975743,vegetative,11.36
+25.936873050593228,54.72568654527844,5.424857184544214,1.28537268302406,low,clay,25.65834009811246,29.22669950294552,good,soybean,4.918286907127229,vegetative,6.04
+37.60396736234371,94.28176600339438,5.748334038899319,6.323695911058201,moderate,sandy,35.14331288534906,34.76190086988544,poor,wheat,8.67776526897045,seedling,12.78
+23.706386675582507,67.22392574044797,5.0569164242033775,7.690924825998662,moderate,peaty,12.862695829233903,34.76984357015156,poor,rice,2.89107424838703,fruiting,10.43
+27.84973722899527,70.40057083572185,10.825579526376846,7.847941906280606,low,sandy,36.86507629954672,32.29810117784949,moderate,wheat,9.388728023240152,fruiting,17.83
+34.591325318528575,87.6335361360616,2.843784867226227,7.443442223956399,moderate,peaty,12.932559320062168,49.67945440078909,good,maize,6.07243636694539,fruiting,12.95
+24.913569558031757,43.74401640414711,0.6888665645374035,7.538062991215927,low,clay,12.903003942500268,44.4085910862045,good,maize,6.681158871418893,vegetative,14.2
+30.55216750569684,48.34125770621007,9.14484847747614,1.5311139910574487,low,loamy,35.795410906198846,19.55440820466083,good,cotton,4.130244949338485,fruiting,5.36
+36.55909271866863,92.47615353557154,14.16452978864598,5.807229572226995,high,silty,24.421621946824484,40.348650386063184,poor,rice,8.97286937424228,vegetative,13.22
+38.738015591441055,92.0770796831011,9.336414796446418,8.046721644915305,low,clay,32.98045648769124,32.77188887919155,poor,soybean,11.704828704955036,fruiting,20.47
+18.67683702322595,98.11862209606969,11.85236396764298,1.8465854413359664,moderate,loamy,33.08710612865984,12.820761953696316,poor,rice,6.010838773366779,flowering,6.67
+38.16469062903736,92.14706531533368,10.255465287257437,1.1084493014818109,high,clay,27.643646198127072,11.983243396908874,poor,maize,3.1555740988644936,vegetative,2.36
+27.302907326988453,30.189762882668877,7.712831476083735,8.331056484396923,low,clay,11.617580285273531,41.98476211380965,poor,wheat,2.1714332181408684,seedling,8.56
+21.45610970747396,85.89794289095899,10.916689825865769,7.410649488098403,moderate,sandy,29.22329122600367,31.79962758703743,good,cotton,10.66173062802415,seedling,15.92
+26.478393905956533,52.78707824876753,12.449509795900717,4.709857752229984,moderate,peaty,7.227213336744533,32.852995554181234,poor,soybean,9.05313661234818,fruiting,12.97
+39.50081438213692,99.26410847567504,3.7586088404896207,9.463567893167548,moderate,peaty,12.023381615904295,23.45076219491057,good,wheat,10.463916736478131,vegetative,19.03
+27.31545234982174,57.78247714630409,5.37389196700561,7.89938285186324,moderate,sandy,27.501914132928164,47.21392284500051,poor,soybean,5.926719242644944,flowering,13.92
+23.218790257187703,64.30688660017765,3.744023121297616,9.710748474459196,moderate,sandy,36.77334289148287,38.53391129001483,poor,cotton,8.332970519993783,fruiting,18.13
+30.835021357918144,62.38199322054388,7.056507856061395,9.363837335927206,low,clay,32.00924833726582,47.11089980957034,moderate,cotton,5.878522845683862,vegetative,14.95
+21.003640469454822,45.73896238866222,13.33343598829168,5.331642426813764,low,peaty,16.636021545493236,13.97069029663648,good,soybean,5.286486166058731,fruiting,10.96
+16.8965832027166,26.00176711143345,5.505502962112319,7.792380807792094,moderate,clay,33.82956232353749,33.349173974457415,poor,maize,7.903251145675737,vegetative,14.21
+18.22199304776623,91.65209843215348,5.929769892393024,7.022722499268751,low,loamy,38.83090523017896,35.50108999310461,poor,wheat,4.184656239861729,vegetative,10.73
+18.20114597394431,84.21406500210294,12.975324902743012,8.303006890832425,high,loamy,16.61826193917411,15.039732910371107,moderate,wheat,9.289822605359376,flowering,17.22
+18.79756733780736,31.162142444773544,7.972927795797791,8.089195620258927,moderate,sandy,11.53889011064894,23.850599524147217,poor,rice,8.337084534253883,flowering,16.26
+18.470679316235252,82.14146170800583,8.264010494887799,2.379087730299041,low,peaty,11.913005984336111,18.59217388792668,good,wheat,6.064763529164147,flowering,8.8
+31.021868620080365,70.0677332840488,12.981617448317088,3.103619786276917,low,loamy,19.011326799561907,49.37835902329659,poor,maize,4.852758845160064,seedling,7.01
+19.54700210997862,52.73150303340978,7.612637686869362,3.391584194598106,moderate,peaty,6.831319272101506,31.73660764607963,moderate,maize,5.597501990553833,fruiting,8.69
+23.64168208309658,40.32169192764502,10.382584252126232,8.366487032953096,moderate,peaty,22.071507056644275,22.61043651916113,poor,soybean,5.114364370986159,vegetative,12.29
+37.4197102476503,88.7783026801786,1.7418476551738804,8.2966753353627,high,silty,30.63044887433714,36.57986608181275,good,rice,5.6132379319673245,fruiting,12.96
+26.84904100657181,76.01506074352424,3.0901598403398367,5.45801812245498,low,loamy,23.5660838936807,36.38190481700969,poor,wheat,2.159254146743989,flowering,8.56
+31.68894346302568,63.81919275753095,6.363454910385561,6.227490333267291,low,loamy,38.9517586247529,23.89321503770057,poor,wheat,5.403485404482851,seedling,9.99
+19.307996780040742,68.76548271187713,7.675166483388185,8.4422993767156,moderate,clay,21.159527887602216,49.75691435937682,good,cotton,7.408170482980735,vegetative,15.1
+19.80722547021677,27.28529456657448,14.503138667925327,3.813342406099689,low,clay,5.4640595799665626,42.35846329955972,moderate,soybean,6.824087523534492,fruiting,10.62
+16.021715406661972,57.91358087289535,14.574448679192956,1.4516089922472697,moderate,peaty,21.45435241427247,26.012726791257485,poor,rice,3.4118945406286523,fruiting,3.81
+19.223376576804117,35.49602342285616,12.842357768442044,5.343367944512504,moderate,sandy,37.54587547345495,36.40237377187857,good,maize,11.469534873577686,vegetative,15.86
+21.964758475798966,36.67069432070603,5.07618311164083,9.223454294638046,moderate,clay,8.355147375456559,38.421584909156095,poor,wheat,3.8442718599426176,fruiting,13.29
+19.42526210691867,72.90431698294934,14.478410217070376,8.114214348640656,moderate,clay,12.803860978667837,16.952660786523523,poor,wheat,7.779309669274145,flowering,16.28
+17.21756334392639,92.90049214674303,10.495442537805085,4.299555727976371,moderate,peaty,30.04457432783724,45.12636688509932,good,cotton,5.713403915865965,flowering,10.02
+18.01589677751502,52.30052883826773,6.197631853352306,1.5829422443455303,moderate,loamy,15.293523994122015,43.0415123960145,moderate,cotton,8.733240937042854,fruiting,9.72
+26.519469200818143,36.61994184097523,10.674286296279112,6.73227554844259,moderate,clay,31.783432170502948,40.22699722861776,moderate,wheat,6.357380281258354,flowering,13.8
+20.15834296014481,71.89975497893234,0.7395795819046354,8.510417162834681,moderate,sandy,19.67634831228203,18.907042441725107,good,wheat,2.4101113184137226,flowering,11.33
+24.10674652620189,89.69496370802543,2.619242892976097,6.984537098091747,moderate,peaty,32.862349368802924,15.449992592297267,moderate,cotton,8.338062624862292,flowering,15.65
+27.58543177137142,79.86550408979926,12.530442817567332,4.825671982867178,low,loamy,24.303652742327827,17.221923348409444,good,maize,11.256767612277216,fruiting,16.13
+32.25987071573413,89.50057844292698,9.860817734660982,2.110182518611642,low,silty,7.886402166153778,13.720752370318792,good,wheat,10.695299913681117,seedling,12.36
+15.982803496027474,62.92437368086395,5.780823168732319,9.196968197236194,low,sandy,18.5147689172522,47.611633198725386,poor,soybean,5.282956848601688,fruiting,15.07
+34.98525997272607,80.15009954953527,7.759666283229422,3.483624931780447,low,loamy,16.66369155213217,44.05977798374945,good,wheat,5.251337192189103,seedling,7.97
+30.697509737272696,31.20516474871492,13.624561169863622,3.018583328436634,moderate,peaty,33.35284186949114,13.631178675156264,good,soybean,7.876253299551238,vegetative,10.03
+17.043975798721796,47.86196922905532,9.657882587446757,8.343789990486886,low,silty,26.870740761197624,37.11882824024086,poor,cotton,3.966732191282845,flowering,13.44
+36.83946560266944,51.16393315852179,6.273164617047788,9.830979448514713,moderate,sandy,32.20902829769207,19.82349400963105,moderate,maize,8.276922643194762,vegetative,17.27
+38.02181001329533,60.90365969968276,2.2447365322642576,6.941442328702843,moderate,clay,18.02524156200643,10.690946132477483,good,rice,10.011745523320885,flowering,17.55
+16.526948996371594,94.3261088205459,4.759328623570634,6.623294401220956,moderate,clay,29.21101407552772,21.695685501095845,good,rice,4.035228295117127,seedling,8.47
+21.92194120368009,89.94372481777394,14.68593337555046,3.8748778229895633,moderate,sandy,7.283203548495312,27.60120277251174,good,rice,11.579295539526674,fruiting,14.25
+35.15503199482653,30.762039383134763,6.841764411350773,1.183721056166164,moderate,clay,6.285321017106684,10.801526344834691,poor,cotton,7.032312961086699,vegetative,7.26
+33.70649225959146,33.82317215059706,7.341672225750482,2.726180792404387,low,peaty,15.06137567685002,22.948801233112665,good,cotton,4.17693684304297,fruiting,7.04
+19.613025483909432,48.611243967112905,7.729671469756723,6.259873929009147,low,sandy,32.07947120226498,38.01410517155036,poor,wheat,2.669151039075638,seedling,7.65
+20.23373308341776,43.25950927125391,13.31950833274906,2.3618481563444096,low,sandy,23.693061692973632,19.13713836137969,moderate,maize,4.865065224374365,vegetative,6.8
+24.26180256978455,69.18167625250098,9.256960123586992,8.954522262381944,moderate,clay,19.3087626741386,29.395719013031947,moderate,maize,6.734458872491314,fruiting,15.65
+27.11307462977553,92.2220838211636,10.558317028552873,2.6933021906759667,low,sandy,36.38221199537041,45.50323652145848,moderate,wheat,6.785560058316421,flowering,9.91
+30.4563692882574,96.98332333380694,6.146496366962007,5.698940077107114,moderate,silty,22.40765612863329,11.135639328359296,poor,maize,4.044483866868516,fruiting,9.59
+24.22284098924431,72.28823620281813,0.921770469540128,5.6081192119191545,high,sandy,26.46862003294734,41.42548582398904,good,maize,4.582418458507939,vegetative,8.42
+26.563367903328697,87.05273611208693,13.999107256521244,6.435510671166854,low,clay,39.50400148737439,25.355712945448342,moderate,wheat,8.783056437736946,vegetative,15.04
+33.68677345334392,62.01617601846377,14.262351373287894,3.946906627462351,high,clay,23.283718969069287,31.645995641444923,poor,cotton,9.748221543639158,fruiting,12.0
+15.917080072264948,36.66615574880318,14.26271927354674,8.861807809587837,high,clay,32.422591511473804,19.234869106455943,poor,rice,3.0777116342166093,fruiting,10.94
+21.31092360860052,61.97507296747819,14.18346275637739,4.998713823775626,high,clay,19.48389444356326,33.15793842641575,good,wheat,8.659202643014225,vegetative,11.99
+32.83373964711381,64.40660811501209,12.321008145508635,7.301382208629166,high,peaty,6.271914894170052,39.227985981062005,moderate,wheat,11.163277477135274,vegetative,16.74
+37.38017094217999,79.39660513708452,10.42664272668674,6.723197748700328,low,clay,34.206522457553845,18.061517187097497,good,rice,2.352127108035487,seedling,7.6
+27.791936052891653,37.59063917658793,12.74539381487564,2.0544047480773293,low,silty,38.05416078848516,23.730752710654,good,rice,8.130826258983637,seedling,9.53
+28.30283713163289,49.46483056693854,9.207920465515024,6.603754174323503,low,sandy,20.20337085354393,32.69515990831485,good,soybean,7.826613559027288,flowering,15.43
+17.679300283494403,49.122197537165306,2.4483594014343426,5.956324101829864,low,loamy,22.627269400195665,26.671239877008954,good,soybean,4.357727251893057,vegetative,10.09
+26.185309170586365,96.7551676592932,6.172663393100605,9.087436569303152,moderate,loamy,19.84482652115521,21.72611511555243,poor,soybean,10.24761862237487,seedling,16.99
+28.315431661375577,55.51559682613751,14.583776223607591,8.92788972836413,high,peaty,39.89170358028142,28.067497315875052,moderate,cotton,2.0655099367720857,flowering,10.79
+21.06176259086824,80.40751738385171,5.591498297137017,2.358593086704817,moderate,loamy,36.61763687488429,21.63311068722397,good,wheat,11.291413870364453,seedling,12.78
+21.73108077373453,80.06491050995513,13.083504749104858,1.735166310279469,low,clay,6.438550645530163,22.074943334991342,poor,soybean,7.9810655621471875,seedling,8.98
+24.432104077615566,41.24353478425931,1.8515663262356088,3.651329972897819,moderate,loamy,32.265653456826385,34.42534709173019,moderate,cotton,6.909900188707523,fruiting,9.44
+15.50177994444316,65.74957514973858,5.345665714444309,9.87951571015878,low,silty,26.02928606273263,29.082610866867924,poor,rice,9.40136030728575,seedling,17.15
+23.05197913957946,91.54423146549183,5.588823208547004,1.1941639876568506,moderate,clay,5.8799596322280285,37.082888985741405,poor,soybean,11.42197484178036,flowering,11.99
+20.286200174913617,58.01581755655596,1.2482368750802122,7.056030156155892,moderate,loamy,20.564929726959285,43.49779995883136,poor,wheat,10.218585101468356,vegetative,16.68
+23.187433804447867,95.60940058740368,2.2268677877079472,6.476623604568795,high,clay,10.23990544256574,47.71861314515589,poor,maize,7.677775923874656,fruiting,12.94
+17.99405329548128,37.156658345932925,3.3008955612656794,6.819204524120352,moderate,peaty,35.55667144619328,16.054053231210702,good,cotton,3.260536469223479,fruiting,9.63
+37.263182018497375,25.93272846192246,12.648326066746638,2.964573007936673,moderate,silty,5.444456487160737,35.04761380745684,poor,cotton,5.806735562377597,seedling,7.14
+29.839811338851217,91.31630985157994,1.419328854127193,3.0404561121986493,low,sandy,35.558703266545955,33.29598153045045,poor,rice,10.730743696146694,vegetative,13.51
+31.97755797861224,87.81449583697733,4.831163069493615,4.875778739564422,high,clay,37.92937020275727,44.67781024830725,good,rice,10.51212843546363,fruiting,13.83
+34.729280965183456,99.4071900747076,0.6475375375443789,1.8627202636026072,moderate,silty,7.55445632733339,45.835596204633305,moderate,rice,6.197244948293165,vegetative,7.42
+27.46105497322643,74.3514790489941,10.586602308343858,1.6715188811704618,moderate,peaty,30.19431363914468,40.42010366061396,good,soybean,6.731189029513639,seedling,6.94
+17.17300720218559,94.93503413337196,9.494394805629009,1.7952350813748748,high,peaty,24.21122673419686,33.81847316060304,moderate,rice,8.842921597366722,vegetative,8.73
+28.42766354546369,86.15592200672887,9.852242799770556,6.15681254175632,moderate,silty,38.39968522041217,17.97051199142656,poor,maize,6.393185442705397,vegetative,11.53
+29.671027950521975,87.55410664960695,5.928550378361972,4.579676712081044,moderate,loamy,32.93523883258271,21.065535895573483,good,cotton,2.894879715057177,vegetative,6.46
+33.63598685460825,65.53132563634146,3.519883408379751,3.6425510259154623,low,silty,29.304491566608775,34.11068355211876,poor,cotton,9.295377982889493,flowering,13.39
+25.791488655741983,50.58916783333687,10.944643092647484,3.84237441686175,moderate,loamy,37.39284022314648,15.57375057175868,poor,rice,8.499835259191144,flowering,12.17
+18.18950756988909,94.76464580346254,12.26120915474008,2.865549752641664,high,loamy,10.612240590034208,17.358566936422516,poor,wheat,3.986674007613539,seedling,4.92
+22.09439764496811,54.56937404927156,2.509721722423926,4.703548017897414,low,silty,18.158599581785477,46.457290784347606,poor,cotton,10.027899353375926,seedling,13.57
+24.07705740996588,63.105549379973525,7.559026705092609,2.8275226227997066,high,peaty,34.50296507210776,48.2524803467684,moderate,soybean,10.165534290908656,seedling,10.96
+31.147931033290032,55.68914457001502,4.106377388693506,7.282414380693993,moderate,sandy,8.55549100000661,10.20938819708733,moderate,wheat,4.470551169260108,seedling,9.23
+29.2694576167228,65.18546511681578,2.9375494874889387,2.115392613885425,moderate,sandy,37.74065721775538,44.49927711412337,moderate,wheat,3.4139092259592747,seedling,4.43
+23.90241814744616,57.64040631938617,11.147717045677489,9.53417876122762,moderate,silty,31.080441154488348,47.5205429666046,poor,maize,3.962656869708906,fruiting,13.25
+39.66288121982449,23.83740468635807,8.302405564356135,1.80837046114554,low,clay,20.37665266908334,31.02957886258117,poor,rice,6.932050681763895,flowering,8.74
+30.14437048392218,90.56385488061588,3.634687319490683,9.491146428518883,low,silty,16.855247816011442,27.95602035238252,good,soybean,5.19327656890008,seedling,12.44
+20.93066979339986,55.55150551326158,4.995000162567404,8.49965474368366,moderate,sandy,10.166224110676268,46.75197985286212,poor,wheat,8.733848473315778,seedling,15.08
+17.544561815510093,67.1154918805879,14.516478234252263,7.126409085520423,moderate,silty,8.278573371450573,10.30132626947061,good,wheat,7.212534374195167,fruiting,14.2
+18.821478479608302,31.13502422063896,12.805853688274071,9.210714900089352,high,peaty,19.825810263637567,43.61943344986871,moderate,rice,8.7117120870962,fruiting,16.83
+21.148943209612703,20.271027838611133,13.25922777166036,2.252969141656392,moderate,sandy,34.50844723635906,21.863042641721965,moderate,soybean,4.208070554518614,seedling,5.42
+19.01703433148889,39.62320749149144,7.170175407670266,2.5868329676822377,moderate,sandy,23.614768817742476,35.64648824172812,poor,rice,7.911692250300643,fruiting,9.6
+19.664175601282643,76.36688257066803,9.545205326852688,3.2693733285293423,low,sandy,20.7902072830326,22.92792113431229,good,soybean,10.831909275837738,fruiting,14.07
+22.127379217346174,27.93556240903029,5.963132232963968,3.203303740893018,moderate,peaty,16.16648814888537,30.917789641566245,good,rice,7.836734357616038,flowering,9.91
+19.33433988236887,92.71099523091743,1.6268236474889128,3.7976344383444416,moderate,sandy,10.493246896168518,42.33268648956252,moderate,rice,8.888312489131174,vegetative,11.57
+37.41913561566063,37.20180554849477,6.315505004523347,6.18067808445784,moderate,clay,39.65347531931894,17.250758306974877,good,rice,11.502460939179825,seedling,15.74
+17.005843641541055,36.36748914334206,9.112720921503598,1.2535535017459416,high,sandy,5.900640755664242,36.55674476101684,good,maize,10.86467470276201,flowering,10.1
+28.11278473925637,34.52063692971964,4.663591926137905,4.440453355359782,high,silty,15.913556560754646,45.93347342148765,moderate,rice,4.249555363154927,vegetative,6.91
+25.259920674741537,21.11853703770918,12.795283333547529,3.2174661510333684,moderate,clay,31.92828057600089,46.04206834195936,poor,wheat,10.16281463712359,flowering,12.44
+39.55946542271517,81.74443747825876,2.69095230803168,6.459668632474498,high,loamy,23.21953546852788,45.76483748035389,poor,maize,11.80027921771051,vegetative,16.42
+17.80097255420131,90.00276249962069,5.823371796835339,9.86652397946382,moderate,sandy,15.984921528500443,30.73853740381891,good,rice,9.8875407961947,fruiting,19.5
+24.946389976143543,69.1330162092959,2.3111066272009424,5.658891509650354,high,loamy,39.74587569928347,40.70805012931986,good,soybean,3.2868655490320267,flowering,8.09
+39.23676083188423,35.05599853438898,6.370065942785767,4.8311671520659045,moderate,loamy,26.670937540405006,27.874309811736538,good,cotton,8.202155124216173,seedling,11.41
+36.637678147349504,42.82223975527038,1.0750889221269215,4.314191906306045,low,peaty,15.330452410463964,28.4065354870817,poor,maize,8.52778366020418,fruiting,13.08
+35.426801773731995,58.074135789197065,4.451966228393859,8.064542969918719,high,silty,34.678360012057105,21.35417086466291,poor,soybean,3.4741802159992123,fruiting,10.16
+21.447570676123497,96.34767612986408,6.310661199148414,1.6478283848565425,low,silty,10.25574531186087,21.409098752634605,poor,maize,7.550658699126558,vegetative,8.87
+19.272189684751645,39.78810974541943,7.4333977675120275,9.637934630141094,moderate,loamy,21.22509261867017,11.512972878602552,poor,soybean,11.231664596159511,flowering,22.19
+31.71608049811077,78.53167231359105,8.383597197889557,4.76126097389241,low,peaty,34.38560786869445,31.25886495627336,good,wheat,4.954194999285571,vegetative,9.39
+38.23439972818964,55.15585786343362,4.487371381953825,3.8233065324260167,moderate,clay,39.42803183269475,22.350436576368576,poor,soybean,10.074309420463798,seedling,12.59
+28.91907232534825,43.82778786880174,8.084099351915649,9.76661304759731,moderate,sandy,18.40701573704942,17.507457318389644,poor,wheat,8.43483172016321,seedling,15.79
+29.290317236747494,56.4732749617691,7.880567012649868,9.4229097691888,moderate,clay,9.833838058105153,14.868512751048598,poor,soybean,8.74537590296666,fruiting,17.79
+21.999477341507102,25.696537403298603,5.084581737705022,6.777407257891489,high,sandy,24.842533202132493,23.879953198298157,good,maize,4.995227299795632,flowering,10.74
+34.23732332979842,83.894989674429,12.537904794518935,1.166566373653612,low,loamy,38.03975633507241,45.96042248026212,good,cotton,9.57034290218757,fruiting,10.74
+19.676093713938084,39.46415423863737,8.411796335606695,7.736814785859146,high,peaty,28.29641076764789,30.65606301814727,good,maize,8.366940928525588,seedling,13.31
+23.09198091010609,78.03296985543764,5.317910921824902,4.020016600378012,low,peaty,26.07558387665902,32.27743893788408,good,wheat,7.240942316898838,flowering,11.76
+25.635910965410417,25.467869715855574,14.23640842517126,4.49452207768835,low,silty,15.825219189470374,12.173115204924269,good,soybean,6.90537625617392,seedling,10.47
+27.69025946711137,96.40788449325488,12.754129989531837,2.4286791607964973,moderate,silty,26.22189369419059,30.79385366119604,moderate,soybean,5.06907708527625,flowering,6.45
+21.060243310377004,35.44119883245589,14.747523267501112,5.711122754784094,high,clay,35.96372991142172,36.70446963826572,poor,soybean,4.021391207663507,fruiting,8.38
+17.87092061848009,90.61936609656644,10.5373911823586,7.700973365833896,low,silty,18.143409607753878,16.02860879437957,good,cotton,9.6709592435382,fruiting,17.75
+30.265501061040816,84.75785676923476,5.98423212983768,3.457100062837616,moderate,sandy,13.471877888052097,49.34215183926848,good,maize,3.9948864233360353,seedling,6.21
+22.215763831006395,97.42879392651328,4.572479666845679,9.448596172390376,low,peaty,21.83351501953923,46.60457951151862,moderate,maize,3.673792122438455,fruiting,13.7
+29.530955535565305,58.23125287565997,10.118108733279977,2.752631704026589,high,peaty,18.1665728013513,49.724090472945626,poor,soybean,10.511852664618193,fruiting,11.55
+18.859067881855054,78.19178350767612,14.721840446181904,1.5963610653499003,moderate,loamy,21.4474097724883,24.41267921954003,poor,soybean,2.799554598179598,fruiting,3.96
+27.02850254637044,49.65685256302272,9.587368661505808,6.799274860149109,moderate,loamy,8.350537402027761,42.89196624485834,good,soybean,3.53362254907914,vegetative,9.44
+28.31473581378965,34.749459041575506,13.283416644352654,8.643868586920421,high,clay,16.7673499795696,23.149428662862164,poor,maize,2.9106175243483907,vegetative,9.77
+16.295588420560673,55.44607463467591,5.271999750192645,9.57819573376761,moderate,loamy,33.92917324129698,39.965182946474656,poor,cotton,11.581861725540836,seedling,18.36
+23.415106954848014,33.25992123107639,6.400829845876706,7.904539094648669,high,sandy,19.011238822501547,47.913191305800375,poor,soybean,3.0483589469918595,fruiting,9.69
+18.36036692347436,98.56356982291072,13.640990974045623,2.7968501035546507,high,silty,38.87632853728639,16.200824651727885,poor,soybean,2.059896724799219,fruiting,3.1
+16.584374261819192,27.69971929125731,11.474567178388371,9.798950663233573,moderate,silty,29.80956839197344,15.61279489085408,good,cotton,8.124144414082746,vegetative,17.0
+39.74900580974863,67.13693787620963,14.730449645334634,9.274922884259585,moderate,clay,17.811280529038847,14.176179750258058,moderate,cotton,9.134927009682643,vegetative,17.25
+23.058846124368078,70.11710842032447,11.734081041117507,2.468506804862027,low,silty,13.808229098006912,41.93403057124577,good,soybean,3.776741652739037,flowering,6.19
+35.24686114636587,63.04636342992434,7.0034777546643605,6.029072442237919,high,peaty,28.98787954822854,36.66534420401189,good,wheat,5.48805118964317,fruiting,9.94
+21.366016369094098,72.9748708569467,8.200486287424265,5.999656833378809,moderate,silty,15.585627149243182,30.89260634534691,poor,cotton,5.098002201717124,seedling,9.45
+32.03756805559823,29.29446200095128,13.557474640715482,4.982813003165237,high,loamy,37.44124869502215,40.95650615854886,poor,cotton,9.23861999077812,seedling,11.97
+34.00569649724216,64.4014819364233,8.498877673421696,9.858531972337198,moderate,peaty,9.071755848192756,43.99692711139465,good,maize,5.941050980077188,flowering,17.02
+29.890968515196107,42.977005690188925,4.203261925384455,1.5366001346219909,moderate,loamy,6.005911710006442,47.98113718318361,poor,rice,7.285844886880001,vegetative,8.2
+26.78940471375396,95.21408506408451,6.816487285164267,6.644880175992262,low,loamy,12.735937140820626,18.050041984628336,poor,soybean,9.764203096460136,vegetative,16.2
+25.296022853681716,80.96573227517806,7.986581838312209,2.8477326041092907,moderate,clay,26.23166966554243,27.66706505433245,moderate,rice,6.93261919458762,flowering,9.01
+23.721706663574885,97.8011585727794,1.9024375864913787,5.7459808425786365,low,clay,34.223670072524655,46.92053367063976,poor,rice,9.256057733028332,flowering,15.56
+38.23822860619565,23.004485579215164,11.284558776666907,8.017666946087669,low,peaty,10.954482448033238,28.452948339902893,good,soybean,7.666024351353452,vegetative,15.39
+35.76548519469323,42.810654014456695,2.0856320336471086,3.2205412285169173,low,silty,25.465300065224618,29.506200960630224,poor,maize,9.12708182136338,seedling,11.34
+39.12567276666282,35.63380693106792,6.371306843847682,4.540235918348337,moderate,sandy,10.045358499472671,47.69780922788049,good,cotton,2.9070557078112573,flowering,7.75
+18.10743058713862,20.89236698494644,12.167025402335865,9.556912668523593,moderate,silty,24.711252691569456,39.38705181982309,poor,maize,11.782191133122971,fruiting,21.19
+33.27168688009111,39.38605841970571,7.279770243392805,7.853326639482786,moderate,peaty,5.636379733929952,32.08192636746814,good,maize,2.86966007513709,seedling,8.53
+38.45851142052594,74.30207868163431,12.709225035918363,6.1545086606065205,low,sandy,24.523248094665767,24.291447946096,good,soybean,8.361071672177662,vegetative,14.36
+19.530826654141503,38.48711377076548,5.457279169813667,2.9979764902604504,moderate,loamy,23.26215432878065,46.61397875468054,poor,wheat,2.2313331873645663,vegetative,4.16
+16.662406684169436,60.72027563860946,14.385726262977313,4.827748937298248,high,loamy,6.499677874140602,10.357540131792335,moderate,cotton,7.1711847922216405,flowering,11.07
+33.528016232251474,91.02544919719988,3.5372922611759154,7.966551871449305,moderate,sandy,29.129591190624065,22.840247923322572,good,cotton,2.960208496091423,vegetative,9.78
+29.3618278294978,75.50063362792602,1.054830102344869,8.384887702989786,high,loamy,25.028909310971848,47.84292631807445,poor,soybean,2.899931453659588,seedling,8.05
+36.0457194189568,51.57032559248256,13.150184873361068,3.2014557832815904,low,silty,26.808404766815464,29.92815187499213,good,wheat,4.849193889501411,flowering,8.45
+18.49430941565724,49.79751511296867,11.40693938128092,6.958541893753173,high,clay,23.54208812808265,34.954185323303946,poor,wheat,4.416307198118321,flowering,10.8
+34.88168279649726,56.45886512067878,3.863765637476906,1.8550269291105992,moderate,silty,30.269776775124168,31.30462388829045,poor,rice,3.368187394613851,vegetative,4.21
+20.040683001193614,34.16331528479251,14.778753303481771,1.20891076705418,moderate,loamy,23.37513525099009,25.894428189292245,good,rice,7.79201205472504,seedling,7.92
+19.09139857164261,70.72006139327905,7.783061874393653,5.938065310897192,moderate,clay,37.27944191243535,36.611297578149326,good,maize,10.854024140246638,vegetative,15.75
+19.106644948274823,49.13222552836844,14.29044888209037,3.0194186885238583,moderate,silty,38.022826653739415,40.65898907420903,poor,cotton,11.17428621944218,seedling,13.07
+35.36436800578456,88.18922794096349,7.82291718511149,1.7102082811791957,moderate,loamy,30.433642206131427,24.5770552733544,good,cotton,4.9039902823189205,seedling,5.75
+31.629930517405004,80.52421280462531,7.34218150818372,7.56845481605707,moderate,silty,36.911669918261225,33.62085794821444,poor,cotton,10.645730908450416,flowering,18.21
+28.076635619227982,68.8410531273728,7.012508788594744,5.481771295281805,low,loamy,37.31041876863896,13.310325797239928,moderate,maize,11.675147740154266,fruiting,17.61
+23.97076210308756,49.13617781196129,5.355691503927778,8.166493098626054,moderate,peaty,14.169946230681113,31.903916590354594,moderate,wheat,5.121657976938032,vegetative,12.11
+36.930013520327705,36.79454653387875,8.23867170906,6.9754981571250125,moderate,sandy,39.78753873243195,39.90998526146719,good,wheat,11.371926659370237,vegetative,16.9
+24.81112768556589,82.09214912844983,7.062042598254234,7.56824445923941,moderate,loamy,14.360289011660004,33.40975359670489,poor,cotton,6.260292098141623,flowering,14.49
+35.41498598678943,58.91272791928692,1.032829711041535,3.7662452316630985,low,silty,5.64887228387891,45.13790520065305,poor,wheat,6.640463605226236,vegetative,9.97
+25.97837271425546,37.9800030541886,4.276310884640786,3.369482431149128,low,loamy,38.67787371813565,21.447727488237945,poor,cotton,6.803956049425952,seedling,9.16
+24.423610735622688,35.6139692032005,3.590280601530597,6.407874028857351,low,loamy,12.830131474907656,29.670242796342,poor,wheat,9.311340439023656,seedling,14.31
+26.56699464174016,33.232072360108724,13.077816233655463,2.8007392635827597,low,silty,25.44423021418633,13.49919811231015,moderate,soybean,4.606302465700444,vegetative,7.23
+22.534446854103557,82.1728956964476,9.1836146697892,8.33870904068819,low,silty,38.97338551162456,38.000836502482514,moderate,rice,4.403505944219334,flowering,14.01
+33.69023450440628,38.31897482402493,11.573404956521047,5.7062815207681465,low,clay,6.73076383618327,27.715660464200035,poor,soybean,8.295223220200292,seedling,12.83
+27.56800975231198,62.1313810820158,14.373977547364568,3.042909391129849,moderate,loamy,14.425918377929367,31.214618979345392,poor,rice,7.5760125667272975,vegetative,10.09
+20.80531737867043,56.123708877844514,9.838569451632946,6.626514090969176,moderate,peaty,26.30883904112762,15.135786525604384,good,wheat,2.7104381006029903,vegetative,8.72
+37.48936433186421,66.36887193826271,14.747844875368791,9.50532161575256,high,sandy,31.68953198041002,49.894073035179936,poor,soybean,11.025158892355975,seedling,17.04
+24.597280534330284,90.17239202969554,5.020578748955879,1.738852539316967,high,loamy,33.25782563981799,40.87680106420006,poor,cotton,4.906634955802804,seedling,4.71
+28.58882152784972,89.41979120653845,3.2008741435369608,1.9841068658215264,low,silty,35.93458820290828,26.025190932038377,poor,soybean,9.509678808760102,vegetative,11.12
+37.66180277411368,56.08608574598877,6.347993375897216,8.59455232177006,low,clay,10.895260891861527,32.798388695418495,moderate,wheat,7.784183077822101,seedling,14.32
+30.605949897849804,21.229300058777863,7.326591516569216,1.9863439711018624,moderate,loamy,17.951306579652694,34.74868554220798,good,wheat,7.722306422707969,fruiting,8.83
+17.9224510177091,54.115504457144255,13.482742371362484,1.3543783241768903,low,peaty,29.998898750069444,48.4306412332844,moderate,rice,10.5872768960894,flowering,11.86
+38.49580309033688,68.49548299393123,8.619136366031807,4.131375229418256,moderate,silty,30.03585133045649,40.73554440464795,poor,soybean,10.804507063922674,seedling,13.3
+30.692701326785446,64.62118072784494,4.736624491561247,5.200352964294378,moderate,peaty,15.781913761386631,23.986672764008876,poor,wheat,7.601679360614256,flowering,12.88
+23.372640366427152,72.10688846401644,11.268197101579052,6.124999930216208,moderate,peaty,15.64780635211715,49.10822833421107,good,soybean,6.284178701631413,flowering,12.86
+18.48180181658468,32.32605859784668,7.834563088516528,5.565702093078248,high,sandy,16.222470474237095,22.071852313351656,good,maize,8.200680732684521,seedling,11.34
+34.8506297317574,71.72280790245861,2.850913206489968,9.21866106392302,high,sandy,36.22280663626552,33.077842605540745,moderate,wheat,3.196613426840659,flowering,12.27
+30.50181889821284,34.612129499501776,8.863886920073156,7.918012903524736,high,loamy,36.832876694079935,38.0267071418081,good,rice,6.200257405238988,vegetative,12.14
+28.33652729940804,80.04191845573992,13.715220783705616,9.854292302755397,low,sandy,5.518961645469396,20.845031695667902,poor,rice,8.6196000147755,vegetative,18.03
+37.347314576273945,47.1270090610144,12.718027953399393,5.2880988090279,high,loamy,16.375573705602854,48.25444378705194,good,cotton,9.63020840331325,vegetative,13.14
+34.714930280613274,76.79163467051629,9.0087446032123,1.7589664885526104,moderate,loamy,18.72124345130838,18.644396090549115,poor,wheat,9.212982748747775,fruiting,9.96
+18.79187199331878,23.82924791248857,5.967706021332328,9.599775786485871,moderate,silty,39.38349198566214,27.67092895602397,good,cotton,3.746166076175536,vegetative,12.16
+22.793051694888707,52.62880204727307,1.7611918904310615,1.0370184543018763,high,silty,38.04587368547506,17.1949320658751,good,rice,8.115441207743046,vegetative,7.36
+21.212228495361643,76.40276178106662,7.309909388308545,7.984864124551435,high,clay,26.991379018114973,44.99950155091667,good,wheat,2.9032850157913987,seedling,7.78
+33.598657314316924,38.14964130651953,11.405151844178896,1.2815382769451151,moderate,sandy,6.603185545388569,18.86404880332247,poor,maize,7.959959758218531,vegetative,7.79
+15.838310868394483,83.6229635837778,5.723968936128654,7.850927715864746,moderate,clay,11.692596914360443,11.389657328058975,good,soybean,9.459339479906417,seedling,15.18
+29.24724212178291,70.46237864839455,3.9139789704991337,9.441450458632488,moderate,peaty,20.197219103240126,11.557616101215764,good,wheat,8.313861594418729,fruiting,17.62
+34.06146714351726,67.00494177198387,14.005005929428824,4.503342675979422,moderate,loamy,38.56624687142255,26.550135014638087,good,cotton,8.24914226702099,vegetative,11.52
+36.91914091904374,48.28390833634697,12.41255765664089,3.168683660977459,high,loamy,8.314653625090758,30.911104344852056,good,wheat,8.531363727159919,fruiting,10.19
+23.55204371789769,58.5961176304894,9.754996481592098,3.0365123726064773,moderate,silty,32.697332324514605,11.66554526896551,poor,rice,6.180544331010294,vegetative,7.9
+35.53143261680032,67.78794407822825,2.483358486847531,5.42545879735183,moderate,peaty,11.691713454363777,13.714613857392733,good,rice,5.849910973654158,flowering,11.48
+17.76579342388018,57.79696911319124,2.6011781858895087,2.537983321811124,moderate,loamy,22.774788764813493,13.89851817973598,poor,rice,6.449501055045804,flowering,8.49
+36.16130729336295,75.86506591524481,1.996684076108795,7.056312675937408,low,loamy,31.84397858465644,36.74005139327373,poor,soybean,4.113179455079032,vegetative,11.07
+18.18721655829956,54.695754648556765,9.436301669944775,4.315171217395374,high,peaty,29.237337181256176,21.99260082028834,poor,wheat,6.538312919297784,flowering,9.5
+24.93218226400918,36.181854539362426,2.175660548863372,3.907985431629331,low,peaty,32.15117367780479,32.502906134035086,poor,rice,11.045812468085586,flowering,15.52
+34.93238414448884,37.114702624083776,12.71809438350818,5.151570186308113,moderate,loamy,33.4757441747658,12.947838842987016,poor,rice,4.907324900220844,seedling,8.1
+18.747935683719344,20.464301507435287,14.89799252638017,5.883287521957767,high,peaty,15.700984867298295,45.68462241122808,poor,maize,6.310715228138081,fruiting,10.86
+20.73128488081604,44.07661724469379,5.812048678275646,2.2773723603291622,moderate,sandy,17.741070837048433,22.177330736922794,good,rice,8.45999111622216,vegetative,9.9
+33.05631420982665,79.91341123828157,7.078212781022913,7.36987027417159,high,peaty,33.550993605420324,41.128028941481226,moderate,cotton,9.671986818778423,seedling,14.29
+33.00091341365186,83.53301670700876,10.81917406629234,8.946523899147936,high,clay,6.35250891368178,43.068122833746855,moderate,rice,2.0908051002870613,fruiting,10.16
+31.028690822132432,36.19740336766,14.088718591723604,3.501882245810636,low,clay,23.005914414577425,49.51634549383645,moderate,cotton,8.640771309132585,fruiting,12.36
+32.3487111116775,96.72351974971262,13.464359716567584,2.623518116465364,moderate,loamy,37.21416153621559,39.64155615463012,poor,soybean,3.433991034389156,fruiting,5.41
+28.568111083689907,60.19222347841014,1.3350815168728043,7.844548813471572,moderate,loamy,35.97513974915796,27.712221923692905,moderate,soybean,9.439098539313386,flowering,17.19
+21.294976472673817,93.3582999214802,2.9515411370730926,2.6518755138908454,moderate,silty,33.15063781735563,16.105112655729616,poor,wheat,3.3594314590285848,flowering,5.53
+23.642399837597985,76.54122254893049,11.441659379087987,1.3712964432666097,moderate,peaty,5.754209339486448,11.914889155364694,poor,maize,9.500974406404389,seedling,9.73
+19.53994292003564,77.79467384179304,10.488950066470483,6.57318898344501,moderate,clay,36.06904773875693,45.45039268986815,poor,wheat,11.457466933539296,fruiting,17.38
+37.71126403334071,26.80348970448569,2.4316696135817875,3.157762746748152,low,silty,36.908238828295744,27.866535675508,good,rice,4.235438797592241,seedling,6.52
+29.58479486915301,37.59929015175445,7.779936439022731,2.5462936803570373,moderate,loamy,28.228452121831232,39.99854720621583,poor,soybean,2.087292085798916,flowering,4.15
+25.021285419091,20.70518666355781,11.821812150736786,9.834424675430556,low,sandy,15.461986437885884,29.85321922643116,poor,cotton,3.109152647898709,flowering,14.84
+26.55014509110332,77.290211238139,3.6723198928090577,3.626784850597549,low,peaty,22.14745799702761,45.18657908632005,good,wheat,11.193181247899023,vegetative,14.52
+38.68208349029538,47.5550630742808,13.13367071815266,9.13098961193982,moderate,silty,31.6916797268758,39.98661369900236,good,soybean,6.703751205811411,flowering,16.43
+18.833785077902004,82.93220128610774,1.2680907348953356,2.6039688929974387,moderate,sandy,33.45600375762946,13.4183103738844,good,cotton,7.376623416632876,seedling,8.54
+29.65574580041993,47.1148975949621,11.841828733487072,8.370794188561916,low,loamy,17.01703949184313,40.085876225662965,good,cotton,3.530842866721417,seedling,9.99
+27.64721697211165,85.54670018390888,9.429374046953118,5.518169857436338,high,clay,16.41234952874774,20.672565949663397,moderate,rice,11.870868701351226,seedling,15.08
+30.286355885866197,30.45586029986504,5.070390526488063,1.7073529220439574,moderate,silty,30.76634252742877,40.92224846184569,moderate,wheat,3.8248893780750097,fruiting,4.88
+15.452754595521013,33.869852540600654,10.953521950957716,7.602447642792152,high,silty,29.022455869348047,47.94060005003136,moderate,cotton,8.022533008560824,seedling,12.63
+36.80309772360378,47.27012316671492,11.844304029691816,9.02866034561302,moderate,loamy,22.96190230554523,47.205288359878914,moderate,soybean,7.694182923084169,flowering,17.6
+38.30295706209032,52.67899111058186,14.041535083907554,2.4671529130196936,low,loamy,19.709116212438,15.000009298559531,good,wheat,2.6540482698578742,seedling,4.39
+29.12832958973022,47.89622486743827,5.832732746236823,7.530312181025578,high,clay,28.000591007286985,12.186889568261892,moderate,rice,11.964398267802135,flowering,19.18
+32.4162705969223,81.0917626018576,10.447242671709349,5.005472671658114,moderate,clay,6.135166211899122,41.079265596664335,good,rice,7.500561120795952,flowering,12.14
+38.0624845294324,27.756111410137176,9.237936015553018,7.784834079310465,moderate,clay,7.649135153207439,38.39846849057195,poor,soybean,3.555695321286633,vegetative,10.57
+32.68096585783496,48.09736157107905,8.115488007127784,7.425351533667751,moderate,sandy,25.05803641210268,17.04689908080738,poor,cotton,9.548046544155936,vegetative,16.26
+18.81347607285653,86.97919996123674,13.41103887524805,1.2394020741670486,low,sandy,12.359755925947644,37.38269333483972,poor,rice,5.924329634719404,seedling,6.67
+29.40720900417033,25.34376618097376,0.5459260550068047,2.608489323704396,moderate,loamy,32.117439832448625,10.619514635760954,poor,rice,8.701010620953603,vegetative,10.63
+30.1678761595714,95.3874806137086,4.590618288502166,5.23924518639047,low,silty,32.032739111183055,35.24648339370086,good,cotton,4.234320227985313,vegetative,9.41
+25.60326678255965,98.90534738176105,8.305019973400036,9.402347547208722,moderate,sandy,29.84867282162023,43.29222223604548,good,cotton,11.222659795985424,fruiting,20.46
+33.411105890618074,27.085453906006407,3.085252293730009,4.078661110793213,high,loamy,36.62609399753069,35.67356003622195,moderate,cotton,2.4093959527069324,fruiting,4.92
+38.35917536922537,43.30180178045896,13.664064739124996,6.659861232521637,high,sandy,9.929222835459615,12.615856829574351,poor,maize,2.202363242305308,flowering,8.29
+38.13921282266941,49.79205328282849,9.890129205388725,1.1087537096298594,low,clay,14.073411810221565,49.63889482659713,good,maize,10.648324647847442,flowering,11.91
+26.270984285103303,82.11130949221808,7.429303422163854,7.400142293922497,high,loamy,13.830474541151563,24.243659165328797,good,cotton,7.44197732785375,vegetative,13.08
+17.830951146018883,67.6741449693387,12.313175506466491,6.427614364775241,moderate,clay,32.38360366309834,25.219127662216824,good,cotton,5.415023346963146,fruiting,11.49
+39.62102997405836,71.54925603940539,7.037849776244005,7.438552719541892,low,peaty,23.24706303821738,13.390053492321496,moderate,soybean,3.4114435091238176,fruiting,11.17
+35.972452161148354,80.60078582548047,8.600468672985137,9.141945517224505,high,silty,13.843652653492509,16.684707266477446,poor,rice,2.59814804618716,vegetative,10.24
+18.116567030081672,29.438319954962054,0.5398894355318544,2.3184903980602902,moderate,clay,9.774949963760196,20.84703174061643,poor,wheat,4.95494974315406,vegetative,6.63
+38.02104706543431,86.656756552821,5.802657687828567,3.354306364072604,moderate,silty,36.25557171326287,41.96809478119916,poor,maize,10.110582693381204,vegetative,12.96
+36.747409051553205,76.44958433441153,2.5124618490890613,9.96202802951328,low,loamy,29.22451663524184,37.66995231277722,moderate,maize,3.9249381873258153,vegetative,13.56
+27.970951428151803,66.18733801570963,10.50048586960322,2.4065556265866426,moderate,peaty,23.49837470667861,33.34595319056505,good,cotton,11.79477621896794,vegetative,13.23
+29.781885893623237,91.17882678264452,7.44589090514814,7.485643058734237,low,silty,38.79148036308266,44.55572858195356,good,cotton,9.916036680090016,fruiting,17.94
+24.975067596753256,76.02450831070456,4.875484580128346,7.525683194598116,high,sandy,34.73568323777943,49.91220760052242,good,cotton,2.1180232464616973,fruiting,8.67
+16.369040970550785,36.13599701048203,7.283568920890265,7.146943716120124,moderate,loamy,11.23424815068914,25.39097832863867,poor,wheat,7.496762582658965,fruiting,14.32
+23.37993104114752,54.37963048605334,3.53963337529452,3.046965303831199,moderate,peaty,22.78457078135194,25.648937119655507,moderate,maize,5.958613155064694,seedling,7.68
+35.071336214950286,59.52342935485866,13.913756171049036,2.9362065689248364,low,sandy,22.012752805619023,39.443575021312384,good,wheat,6.44022829301871,vegetative,9.37
+15.115800575115072,24.41741014003245,1.2826031719882385,6.997069612313092,high,sandy,34.55002473020531,35.77395310830061,poor,rice,6.435518522344619,flowering,12.87
+23.337479292278605,96.37100106880446,13.048547011793746,2.6762516601329445,moderate,peaty,10.218082500532832,10.535737916015892,moderate,wheat,10.511490187512912,flowering,12.54
+24.954217339773585,30.28618086375028,7.914702436633589,6.9540699856648365,moderate,clay,20.812518310987173,36.217092189380175,good,soybean,8.856287011266135,seedling,13.72
+28.434890073448077,75.79690137813814,9.47472419401285,5.432754538227862,high,peaty,27.2789193668242,38.784335598527576,poor,maize,4.906939198010148,vegetative,8.82
+37.99639041031901,60.49848288727041,4.887781503176205,4.479659808844457,low,peaty,38.0839115138248,49.43746368301453,poor,wheat,7.156240185271067,seedling,10.64
+23.65864985914903,22.050579990753807,14.51711544351766,3.702091144401512,moderate,peaty,36.47427272230368,33.47084010581579,poor,maize,6.8698062958755735,seedling,9.24
+23.67383004740569,93.97979806914891,4.586838898532602,9.52819239990805,moderate,silty,23.684675444536825,37.37671244376425,moderate,cotton,4.871039885817435,vegetative,13.25
+33.43753120274371,88.14694470551466,9.038730958534412,5.572842919685089,moderate,clay,26.235227672046022,41.54990821098253,poor,wheat,8.204897931327944,flowering,13.79
+26.30544852224518,61.94063423230684,14.904542224053367,6.051267662598658,low,loamy,34.83404700941563,13.838384822695806,good,maize,8.31664094787212,fruiting,14.57
+20.61512057349955,38.31538689115562,13.275868747559963,9.54330476218107,moderate,sandy,31.053589282455505,39.38608703635391,good,wheat,3.07334152113029,seedling,10.23
+26.310987903317333,29.72983125440754,8.276782466648537,6.884895862874203,moderate,silty,35.77674631934507,31.874628556348004,moderate,wheat,2.8916517366251178,seedling,7.92
+18.521425509495,49.07139835457013,14.860430583024575,9.620676349811449,high,clay,36.3575715016119,14.003023317229491,poor,wheat,2.296647427437092,seedling,8.41
+19.409674662655583,40.43426248368724,10.669862995122912,1.957300664704286,moderate,peaty,34.14051070101703,36.79523372256426,good,soybean,7.923100132582962,seedling,8.97
+27.459194318486997,60.5352960805039,3.5261560340562355,8.619756685951636,low,silty,5.328237346285767,19.38017098750732,good,soybean,11.958916954767744,seedling,18.53
+25.473136237613694,97.31274368987432,6.3811450513191925,4.018731652207817,high,silty,15.882685553985002,31.51591413604038,poor,wheat,11.086744841630976,fruiting,13.7
+37.8711475267025,65.9962794583713,5.35015334316749,8.29438772563307,moderate,sandy,19.12309456371523,21.238408388636635,poor,wheat,6.609763699489811,flowering,15.55
+24.059847477915827,91.19448447120784,5.488198769932243,8.700729617754806,moderate,loamy,28.72703551061501,14.181455078801193,poor,maize,5.188818651169107,vegetative,13.0
+29.514708756951087,72.07030699966218,11.526618370718062,3.4433909752830023,moderate,clay,15.740134353478908,20.034576692035134,good,cotton,9.332613538445148,flowering,12.15
+30.80660719798826,58.01972212697604,8.971812445455507,4.67947554863931,moderate,clay,16.324534587182264,27.552264884330327,moderate,rice,5.352926098776075,fruiting,9.19
+15.32736141470834,88.3686050186697,1.0523443180481638,7.534129188834136,moderate,clay,19.00710638496828,29.765154346897283,good,cotton,2.347294226062147,flowering,9.97
+31.588434300417767,57.7094488138398,13.223003012939152,1.891500678072736,low,peaty,38.43667601525249,15.939236771992892,good,maize,7.173502454258342,vegetative,9.0
+19.450899171743785,89.49025364082888,4.8035440369623865,7.79980180905406,high,peaty,20.300524629052997,22.839144973309583,poor,soybean,5.207078386166296,seedling,10.14
+39.02675793673637,43.32614156606122,14.957585715240583,1.994256334492696,low,silty,9.923527807069984,44.37562573546352,good,maize,2.442382709645485,vegetative,4.05
+18.716568193827825,30.30504590103905,14.335765589854391,9.230101590412524,moderate,loamy,5.222453233692329,46.41528527375617,poor,maize,9.5971453060783,seedling,16.51
+25.365603093175597,88.42515714903507,14.137695391888496,3.487053639667181,low,sandy,13.281443139073014,31.407283461227927,poor,rice,7.731403878830882,fruiting,11.19
+17.133741701966095,66.99321310341334,12.261350258927616,6.180394121806202,high,sandy,37.85838127850198,29.61446432325197,poor,cotton,5.489853093245621,vegetative,10.14
+39.92185629614868,91.1273918599168,3.698893309411368,2.054381500686455,moderate,loamy,38.424738746636,33.25636498620241,poor,soybean,6.167942776235058,fruiting,7.14
+27.554875258281065,95.02617655939063,8.223174788417339,3.425438391962308,high,clay,23.51504745818952,18.582778235464367,moderate,maize,2.7824057556539565,flowering,5.08
+29.88462543300109,24.29027122971593,3.752388088962132,4.635595391383949,moderate,loamy,27.622717067526423,49.74284596358458,good,rice,3.235853176406719,fruiting,6.9
+16.676911934710688,60.07754414870946,4.265294106039764,5.3834398901471285,low,sandy,32.857130345839806,39.81090883889358,good,maize,6.1907276267650895,vegetative,11.37
+33.749011759979446,49.99716392596234,9.358800656826022,1.00060747881917,moderate,peaty,6.956066882409764,19.549835177581876,good,maize,3.512856672616638,flowering,3.99
+20.247639827389644,70.06867176560937,1.092086407619419,8.997901861424214,moderate,loamy,18.100755468264005,20.88585629209686,good,cotton,3.899698559985267,fruiting,12.68
+37.45135723601784,83.48729577618587,14.55714921890026,1.069073286029894,moderate,silty,27.478655587416046,35.936495502587306,poor,cotton,5.687200944822083,vegetative,6.15
+20.12849101205018,42.44721727794952,13.820761002380484,7.963161066949825,low,peaty,36.43887002796714,22.913861167595936,good,rice,7.239974664868749,fruiting,15.54
+19.767193016591666,64.54387074985374,6.021129796286938,5.235210211207338,high,silty,30.43903463977164,24.21267087918256,good,maize,7.5753450228621535,vegetative,11.07
+15.913741696202372,76.69828639239196,7.973625496100239,5.714920224112388,moderate,silty,17.252151303303762,41.23770680640996,moderate,maize,6.895280660706053,seedling,10.27
+26.80167362774998,30.75448662685872,7.258731579382506,2.874389314010868,moderate,loamy,36.84938114351769,20.67708198741128,poor,maize,2.7295175583505764,vegetative,4.91
+29.12102833156541,85.12535247610134,13.291896789953311,6.466315153111337,high,silty,28.261680688783567,38.20964786116844,poor,wheat,2.7983929542821944,fruiting,8.23
+16.642715985708808,68.48876798823784,10.48472720658361,5.835087182525069,moderate,clay,34.05823501358854,47.3953945372151,good,wheat,4.056805178885968,seedling,7.72
+34.38819041737526,95.96299496909214,4.532613087653169,2.4781276595826585,low,loamy,18.49276396412727,14.96540627992951,moderate,maize,10.760130595295443,fruiting,13.48
+26.332220868700688,47.16231353045546,6.979198189746805,3.1430710121429724,moderate,sandy,5.075559426244399,15.771367786363758,moderate,cotton,3.1154969285166105,flowering,5.97
+28.1097567331895,28.65167538697589,6.720006647458074,1.6021326611121145,moderate,clay,10.815900789772687,47.71492403247264,poor,rice,9.221433384115736,fruiting,10.34
+26.019068673455703,60.520096082954026,14.41035994011682,1.596552148805074,low,peaty,37.45120960443272,18.140770289435416,poor,cotton,10.193863020818377,seedling,11.12
+25.01907652188315,26.86486173675511,3.042008202462275,1.123982073571839,moderate,loamy,6.159341181197936,10.836033263949885,poor,rice,3.049634892006307,seedling,3.55
+28.991008282705447,97.56212186592056,1.798856890769221,2.984268929347754,high,sandy,25.86137409773022,44.740316640803975,good,soybean,7.966995669976826,fruiting,9.18
+18.88100614826781,23.094796660575323,13.268973066344508,7.116951046573501,moderate,sandy,19.319462737113614,21.29211547993884,good,maize,9.690862223635031,seedling,14.61
+19.548203262381776,80.28031208858465,13.501946847835129,3.8459384932812064,high,loamy,20.03525388683253,21.934157402471374,moderate,maize,10.031896814303284,vegetative,12.18
+36.54464052533793,62.00819185137952,13.140216774726388,4.08460842880639,low,clay,19.028642219697424,19.07684584740487,poor,wheat,2.289994074627348,vegetative,5.95
+38.65288655334082,49.48965219986309,7.909165276570567,2.1871485392990024,low,sandy,7.359903995143561,46.706675925539166,good,soybean,7.351983735275875,fruiting,9.37
+24.332732906993822,25.26737316069237,10.066294209907175,6.17923600890778,high,loamy,9.281567366140829,40.97674588003839,moderate,wheat,3.8636922470547614,flowering,9.15
+21.768616828588844,69.77335393388861,8.668764189634267,4.079292773920635,moderate,loamy,7.20287721126034,33.87169823904017,poor,cotton,10.893051908198236,fruiting,14.29
+31.0999885809754,66.81762635127642,1.5069934777888134,7.0868512308719325,high,silty,6.886775069971128,28.130332627030285,poor,wheat,6.648420086474296,fruiting,12.47
+25.21835427745241,42.47066184540798,9.139606005060475,7.67313521958298,low,loamy,7.9963711122938514,15.741204750411043,poor,rice,6.157330596203447,fruiting,14.46
+15.634658891508622,92.81773611282496,0.6974051352134628,6.262235877235439,high,sandy,29.38160171248672,47.03947082068567,poor,maize,4.068053053099229,fruiting,8.94
+18.90381493415476,44.32880058742696,5.212317438577749,3.4846258313083265,moderate,silty,8.997182007810613,39.98654388636616,poor,cotton,3.962178750620916,fruiting,6.88
+32.89930572118494,55.97803284736849,14.01824235016092,5.577470194035289,low,sandy,14.152257299650389,21.15534151884784,moderate,soybean,11.912461545576344,flowering,18.23
+31.473098547753786,63.50099647349246,4.90865640971921,3.26737724214073,moderate,clay,27.99322143496472,47.899842617627925,poor,maize,2.676315678346242,flowering,4.96
+15.677399812587089,28.018550254102887,14.127486318341594,9.126215518185262,high,clay,8.929298196115123,47.407637646595965,good,cotton,2.420664932304138,flowering,11.46
+20.549304048323737,94.57293753709058,4.126942378664042,7.897471750743016,low,sandy,36.85896869931944,36.38075309251538,moderate,soybean,4.659107541252617,flowering,14.02
+20.776869914701784,49.96289219608329,5.061152486692221,5.437053154050096,high,peaty,21.71194623005072,49.40014228206269,poor,rice,5.665229535166995,fruiting,9.47
+31.79731858996821,26.46233710994749,9.611908698359027,9.68911428860332,moderate,peaty,38.70701216185928,17.489929819231737,poor,rice,5.882256945533243,flowering,15.84
+15.492763443859104,50.9832938940264,11.543591105444774,5.920799020571692,moderate,peaty,11.737875851639618,39.255614383508,poor,soybean,3.917530897693939,fruiting,9.72
+17.602714549614348,68.01620376740645,7.770122636070819,3.9568192926125336,low,sandy,6.071853553379018,16.087044545269688,good,maize,11.391023782942806,vegetative,15.05
+34.997902134329735,61.09221374570637,13.290677464315252,1.859205707146424,moderate,loamy,25.65984928197665,37.66764832057578,moderate,rice,11.021220948550926,vegetative,12.1
+19.463616551358346,75.56335792298192,1.083486113353979,5.893710803320722,low,silty,16.505843553856185,46.79407278835239,poor,cotton,6.972619850924128,fruiting,12.97
+31.31865269629687,24.43871536543285,13.871825160198371,8.74374950423211,moderate,loamy,25.03366897430957,31.443902461344774,good,maize,9.53622673995354,vegetative,17.29
+20.954569526168164,42.76324882176449,3.3464630984834165,8.800468553408038,high,sandy,21.57775597515576,40.522665501071394,poor,soybean,4.247683682626715,vegetative,11.48
+17.48603481898363,85.53844614720818,13.32146180372751,6.441103600144736,moderate,loamy,21.00046584701183,15.724869144417704,poor,rice,10.548140204705016,fruiting,16.18
+21.07930477498635,26.39149502330887,6.312516102552517,4.540945269107915,moderate,clay,34.791217200646,35.32778281559068,good,rice,6.11930697399278,fruiting,10.16
+33.05667329639148,88.4388763756766,12.574977310130048,6.852666772816119,low,silty,11.714190138558465,12.527675845292578,good,wheat,3.3353453658016514,fruiting,10.61
+36.39241170265714,27.3516873661685,10.23915047215358,7.8592631910313555,high,sandy,22.487222011278966,11.475915047010249,good,wheat,9.930998716806876,flowering,17.06
+35.75549661417479,86.7563371913357,3.0511536709348004,4.704623059547136,moderate,silty,19.560149155821392,35.36250330544578,poor,maize,6.807407897286461,seedling,10.14
+24.92958824046137,48.86307208629813,13.811689763281002,5.2862875229343285,moderate,peaty,28.581929741206125,32.91234320664626,good,maize,8.070504315079162,vegetative,12.8
+31.70212841426616,68.97672506057727,4.0600021620826645,7.125546766401487,moderate,peaty,6.754643335142096,23.17004567417124,poor,soybean,11.166324172750445,vegetative,17.0
+20.124607385395525,32.23096925183985,4.040031721077487,8.889873454924718,high,clay,23.529715468894164,30.517184407110108,moderate,soybean,7.723312215682704,fruiting,15.81
+22.328693256525334,25.293497738014462,12.305594001242016,8.119093403280473,high,sandy,21.748922978544325,37.37360600412708,good,soybean,4.661824767317506,fruiting,11.43
+37.40839546302799,37.275056321610805,2.035162205801555,1.2015223238831385,high,peaty,39.07532139849065,35.7891127083106,poor,wheat,5.42915889135201,fruiting,4.62
+15.3250480877684,30.22830543269564,3.7195206423716742,2.1193510940612903,high,silty,31.45376355298976,12.94530045804513,poor,rice,10.564353230189104,flowering,10.91
+17.1377132713617,44.99247181437055,7.8033248146054035,8.675003622569696,moderate,silty,10.42425165487455,37.124772858858464,poor,rice,10.129353403946432,flowering,19.49
+20.19715637865068,61.15065972088161,12.541916915956053,8.504405452405303,low,clay,22.82250536170308,36.381323170944725,good,soybean,9.396198591173016,vegetative,17.57
+15.663305096845493,67.10075708520077,2.6385176336903786,4.499261048338383,moderate,peaty,32.43079227861542,36.784559666736754,moderate,wheat,3.289466917179888,flowering,7.29
+19.535885877244933,83.18944859037943,8.441189400429021,6.258501301218991,low,loamy,23.359927793045863,43.89413045396075,poor,soybean,3.9433538330110434,flowering,11.41
+29.576039024242306,72.49919145986868,10.812988581142625,9.152604841857816,low,peaty,17.48452695551358,33.06810570745143,good,cotton,9.029892217074082,flowering,19.54
+25.53561376481245,68.70066601036424,12.978630758381296,9.204028129063868,low,clay,18.182938176748426,47.51603432745477,poor,maize,4.78064147607299,flowering,15.82
+37.31679277692437,52.94256219886197,14.065700622932184,8.047835611848017,low,peaty,17.845138105517048,49.20037118520492,poor,wheat,9.113445735222452,flowering,18.34
+35.436089043461024,57.90467479681109,11.87727875979952,2.8863004452371106,moderate,sandy,5.698406652637067,40.07375327228527,good,rice,8.934532450494594,fruiting,11.06
+23.5454337924469,53.161666351214485,9.966011774219028,7.572545266185504,moderate,clay,30.57086511586894,24.347270152305217,good,cotton,7.886306569877059,vegetative,14.67
+21.485585835782317,87.37328240491065,6.787491237035105,1.9098858911235097,moderate,loamy,26.38093156849708,15.723936624384272,good,maize,11.883253942796252,flowering,13.29
+24.49231020418167,38.40003620387199,2.1255972357320845,9.045446135091122,high,silty,14.403713274652606,42.80559676112723,moderate,maize,10.744252459955195,fruiting,18.87
+29.757373562870196,20.45767452335717,10.79118929162006,2.3423392322084307,moderate,peaty,27.050818064118168,15.865293437376584,good,maize,3.2064162589579173,seedling,4.0
+21.701591020571907,72.10559177809914,14.89469091489456,6.961137761003058,high,silty,15.805528337027411,15.846776881050616,poor,wheat,9.33313568764278,seedling,13.4
+30.603722696228356,36.19697469110651,11.183028623615447,6.492189468271138,moderate,clay,13.518347260316832,46.761702244978125,good,wheat,10.485987214059412,flowering,17.21
+25.23529130478101,91.20921090478474,0.7423108591970311,7.992096902916248,moderate,silty,30.940351079822808,32.394906972116985,moderate,wheat,10.719246428832223,seedling,16.68
+28.801179521299503,88.72370637653249,7.695769681606662,5.964197521226099,low,sandy,33.31883634377091,21.7333189305403,moderate,rice,7.142876559515956,seedling,11.72
+25.903163228382915,26.138189754256477,9.412376171002103,1.5360991783815896,moderate,clay,26.89980188149431,48.51935542403525,poor,rice,10.576240941320004,flowering,10.81
+22.361643988547943,28.511072433126188,10.500275915991224,7.3526162863973425,high,clay,32.44513194492576,38.29322739937361,poor,rice,10.543598154109,vegetative,16.21
+38.71133267405392,59.613727379733305,10.936024616210274,4.448391029517412,low,peaty,17.799503994388665,31.393780368113585,good,cotton,7.539355077226809,vegetative,11.62
+34.09014485399402,68.73781302154838,8.592572397639598,3.8825650109719887,high,clay,7.513132697222397,23.179210190883254,poor,cotton,7.411879404593595,vegetative,9.54
+18.502829394161317,41.99266699857926,3.738724824646484,9.925061945803613,moderate,sandy,26.17099628800872,37.06466125557367,good,soybean,8.152665420012259,flowering,18.8
+36.711699397447816,77.34381733594965,14.161909591409929,6.313597893637549,low,peaty,13.959168718133732,39.23580670618854,poor,soybean,3.5725184244150494,seedling,8.39
+27.18577995623784,67.59328167350972,10.601663781123095,7.396471659424701,moderate,sandy,32.21177712563953,38.48440721641666,good,maize,9.389030662940096,vegetative,15.5
+37.363805672352285,45.985928779884375,3.934180534606437,5.736935232420835,moderate,loamy,17.5337644297148,17.813505952627224,good,maize,10.903972369531918,seedling,14.66
+34.996381398682885,22.02971904338525,5.173666567918957,7.929753813564874,low,peaty,28.47355636294948,37.88976947859886,poor,wheat,7.599891515687937,fruiting,16.26
+25.63033761173084,80.01202250388141,13.86795122414036,7.768654619499777,moderate,clay,24.35031409806318,33.25787502540605,poor,maize,9.368451135565705,flowering,17.73
+15.561732708002936,37.180293266006615,13.368535207256368,6.914315041121444,high,clay,33.611967584049765,44.0030496769223,moderate,maize,7.223043515308622,fruiting,13.1
+21.71693398462365,86.75789947701027,6.374623356192299,9.97968755299399,moderate,clay,34.13068976003359,34.99075204018672,poor,cotton,7.619262267346093,vegetative,16.49
+28.540855366521672,53.62322080434041,1.0554547188760393,5.13814180674824,moderate,loamy,7.390420794261432,15.851067265677283,poor,rice,7.770734993598063,vegetative,12.34
+30.836955495653683,66.16619541054123,1.2032118489621038,7.355731134683396,high,sandy,15.329048020996796,22.74130864523357,moderate,maize,4.55631238879041,fruiting,10.6
+21.447192135830058,89.83589843272016,4.616815218316641,8.180001665244264,low,clay,35.48076981584106,39.75270661093056,good,soybean,9.653192784750177,seedling,15.82
+18.483901851820605,89.08984007359626,9.622272180415491,4.384312386350899,moderate,silty,19.139637041019554,39.59847126023092,good,soybean,6.168516841884804,seedling,9.27
+35.87325591998248,49.72156601948586,8.970822212351147,5.114575247982567,moderate,clay,23.020427020082327,18.908591577209545,good,maize,2.599388426312,fruiting,7.45
+39.61005451758881,36.71111141718745,9.690502910687169,9.722505397515269,high,peaty,11.41703254562571,24.18373267729975,good,wheat,6.847142787698783,fruiting,15.57
+28.142254557567146,82.01168621828756,10.900603093015546,1.2906191541394727,moderate,peaty,24.34401936906034,10.612785661682857,good,soybean,3.2430976295522225,vegetative,3.52
+19.291982146207587,54.64641628817049,0.775967677094707,4.017660885648229,moderate,silty,14.261522621464865,23.268181926193616,poor,maize,9.992225474831365,vegetative,12.65
+21.807683162984222,35.36335948472033,2.0237411300004213,5.37591666104803,high,loamy,34.02317523112083,11.053560699741212,moderate,soybean,3.714684353961676,seedling,6.45
+15.459766913686668,92.35402738537202,5.712510051494584,1.0131849376227122,high,peaty,12.008565009922314,44.9148283088563,good,maize,11.02998542745636,seedling,10.59
+37.85747016401248,35.84833553928699,2.745469964062935,9.092143909059503,low,loamy,17.594932241191657,36.665889772967056,poor,cotton,10.882954368442444,flowering,21.38
+17.94377707225353,22.064573455298486,1.5921406168960353,3.576199601909428,high,loamy,8.32758938418253,48.7659108191062,good,soybean,10.883704035540912,fruiting,13.08
+29.41291188785634,21.6223979013936,9.793983741961313,3.319343488984998,moderate,silty,25.57937291289519,45.67696961392145,moderate,maize,5.169309251225737,fruiting,7.17
+21.85138051718015,69.78522851634114,12.322378923620937,8.382935758183677,low,peaty,37.96902225295679,34.139011276792274,good,cotton,5.1695624814408365,fruiting,13.88
+28.854450062894838,72.93400485740243,11.413086532797095,3.5018490565222784,moderate,clay,11.06045698637076,30.117146534891365,poor,maize,5.62211827117945,fruiting,8.76
+31.285509708796607,44.88333640455871,12.347076789833098,6.918603345118202,moderate,loamy,5.6908009326288695,45.34897962938696,good,maize,10.807730119392756,fruiting,16.86
+35.74354509268004,45.60087913976507,10.15491988883922,8.393528295117633,low,loamy,19.78620970372029,21.936603484272265,moderate,wheat,5.814187126282786,fruiting,14.52
+20.16053179401508,47.15951320479542,11.162507166305932,8.132291629393352,low,peaty,31.19453062603707,18.94072963360932,good,maize,7.661056265612515,vegetative,15.38
+15.274895716462012,74.41268374071029,4.440792226020369,8.03755663683336,moderate,peaty,39.12852250681348,26.40084472637088,moderate,soybean,11.71111396805324,seedling,17.02
+18.422140751720185,24.65070328214629,14.898616526120383,1.7977381287871137,high,silty,6.794767364733787,12.12791381504768,good,rice,8.982094818628237,fruiting,9.02
+37.50046604620263,94.32930821530606,3.155901990161363,1.718622708151278,low,sandy,32.508666047082365,22.0788729963996,moderate,maize,9.966064342761896,fruiting,11.69
+36.847251939062886,37.80168353419572,3.610161178646046,3.7609303216364873,moderate,sandy,17.903592542966923,13.347213067561627,moderate,soybean,6.590996826117192,seedling,8.89
+29.935327554257707,99.97385641936738,4.68936656132978,1.3235309307641598,moderate,sandy,10.380602410936389,12.106437481682546,good,maize,9.574274641242098,seedling,9.66
+30.01292151084133,33.72181550297496,14.642320236545396,5.50386762867338,moderate,loamy,11.730680484694687,32.053592633101935,poor,rice,9.98660572987392,vegetative,14.14
+31.625916863656386,81.7237165849902,14.83018454563164,4.553038596431964,high,silty,37.33593168739789,38.32660855744798,moderate,rice,8.831315427393388,seedling,10.88
+19.38428196558624,37.873003594370005,12.025959370744214,6.013233212888342,moderate,sandy,33.32751372371702,31.466980817125425,moderate,maize,11.993046025432069,vegetative,16.64
+37.860298648124,26.46774413146032,9.62133517911469,3.689096848027214,moderate,peaty,15.910517695109435,12.823095062629676,poor,soybean,2.788863044836022,flowering,5.73
+25.469263122301825,89.9946659480519,8.040907340176894,5.371786026913844,high,loamy,37.906659290699686,25.79877403189691,good,cotton,10.32207736505708,vegetative,13.71
+24.57846320623744,88.70010073527135,14.574002262459263,4.012702892731484,low,loamy,8.683865706380017,14.438057415658765,poor,wheat,4.169103716406581,seedling,7.28
+27.97294263207094,52.28563139596811,10.58653064144459,2.7568728300097773,low,peaty,16.288775513154363,36.00254579826821,moderate,maize,8.272164749782204,flowering,11.4
+16.174149169376378,76.19169140323415,14.198586860727438,6.844300130240335,moderate,silty,27.85224091732361,43.056258756157305,moderate,soybean,10.171515084090396,seedling,14.75
+19.157084218901986,64.56527461471337,5.0899865924255465,7.060923113492667,moderate,silty,39.979667675861066,14.668228904336909,moderate,rice,8.495715576965361,fruiting,15.47
+33.45084041065926,88.2364890938999,5.339734487908702,8.463085234747751,low,sandy,21.297460098163192,12.6741106202206,poor,soybean,4.736118533542244,vegetative,13.01
+17.069966698128162,45.20447754549235,12.893506614717316,8.872766048383523,moderate,peaty,33.375021094708075,26.23807766145044,poor,maize,5.067635338810718,flowering,14.98
+30.078802736659703,61.89379199991882,2.6728963484867685,7.340157139311239,moderate,clay,37.055306236315495,22.13894706066789,good,soybean,8.001310401216656,fruiting,14.59
+21.133727742033024,58.82978969636404,14.215953988793098,7.187482780277608,high,silty,5.336994834093955,20.42759403193255,poor,soybean,11.054176958101186,flowering,17.57
+24.73239035104941,48.3124661005487,7.858378142619409,1.5100809880282524,low,sandy,15.112925498271023,18.45584543815392,good,maize,8.569932171689903,vegetative,9.89
+22.217343419267497,91.31640516450976,13.933001239463618,1.988013173123544,moderate,loamy,8.512591355995948,22.677000665660856,moderate,maize,6.243537911566407,flowering,7.33
+23.89181791162373,33.27023397300284,5.3834954365242895,8.313064393517859,moderate,silty,32.16210871650919,48.614977455405736,poor,cotton,10.648235305566647,vegetative,18.37
+32.97614762960614,31.96069116165569,10.881404110021256,3.096561354612684,moderate,clay,24.84676494128454,44.306837779259055,good,maize,4.986691142042185,fruiting,6.92
+22.428042890579377,66.1527628258201,7.501689268604,4.200085541953747,moderate,loamy,8.344598031270563,34.05428357411811,moderate,rice,7.267162178147418,fruiting,10.68
+29.16011600742243,72.59953839879536,9.58865263855936,2.307676183082892,high,loamy,19.72535312902548,42.01898242253058,poor,soybean,5.094759937687337,fruiting,5.59
+26.90126005497749,35.569540345965216,7.8134011505177074,2.756367717174271,low,peaty,22.98892802685708,10.589421510117948,moderate,rice,9.85013634907363,flowering,13.07
+31.591779134066204,51.25739538036993,14.52317645188474,7.978755118331856,moderate,peaty,29.42130050401529,14.458212748844264,poor,wheat,4.006062765776326,seedling,9.64
+38.42074348311896,95.7251074382995,10.5355282683018,3.3567365756398444,low,silty,32.28194824890856,21.6984618425551,moderate,wheat,8.558410709454915,flowering,12.12
+33.31430243025626,39.72939381525392,4.144125045081573,5.041314696377711,moderate,clay,8.075527068188764,35.75595999249589,good,maize,8.597378190400509,vegetative,12.57
+20.37350946476892,73.46885616939153,13.690315367623723,2.3650423575331536,high,peaty,22.067595850702517,45.33655950418596,good,soybean,11.311234448909222,flowering,12.1
+15.779578376532116,79.21195149580726,4.763431203249013,7.101369156844887,high,sandy,10.639320255496004,19.245606339480545,moderate,maize,6.411958043504031,vegetative,11.69
+21.556601107495627,55.850295957212765,5.888273939862416,7.554427607201285,moderate,loamy,31.36394442731137,15.568098263380705,poor,cotton,6.963303723844906,fruiting,14.4
+29.87694826750637,95.00207894076664,1.9807936212930937,4.255230861088425,high,sandy,28.01840918683544,43.916774137362864,good,rice,7.987182041132636,vegetative,10.62
+16.28564533710626,78.93253881750324,13.549514537044766,8.062719815104755,moderate,loamy,30.305033394624868,26.36542576885052,good,maize,3.269128777437567,seedling,9.27
+27.40915618003091,56.63396638887183,4.648624336804014,3.159159867299138,low,sandy,7.624799005364545,37.98033760685744,good,cotton,6.550669130139705,vegetative,9.7
+29.92107122292223,65.54681614208752,4.254305460005044,7.227134758901405,high,loamy,22.86136145330193,31.921148723791344,good,rice,3.5010594302505837,vegetative,9.02
+23.356097270424023,75.40907547400806,13.843807670926832,7.569681232784085,low,peaty,34.420322874659774,17.036456113967592,poor,maize,9.87798645841368,vegetative,17.21
+34.272805093645545,67.37521443433747,12.180139504872985,9.717916400098986,low,sandy,29.96694894911665,38.02301270404121,poor,maize,5.269580166730578,fruiting,15.92
+17.664956328344296,90.29580670608608,2.545644362030929,3.0908949866804463,moderate,silty,35.16117926599389,26.831127445764093,good,maize,6.368721851852905,vegetative,8.75
+16.87844454339522,48.551092982432095,11.65520530660337,1.843394320384775,moderate,silty,12.213658719301993,21.509941526825145,good,cotton,4.831288849872394,fruiting,6.02
+33.20471890509008,43.99085920446439,13.738979921779965,3.3673188006080794,low,clay,15.041523359242348,46.107931402970166,moderate,rice,4.571694810881519,fruiting,8.11
+27.38728290515496,37.10711115962114,1.6384126640557868,2.1057597692390715,high,clay,20.44476817399147,10.23943289122082,poor,soybean,11.875414063986955,seedling,12.26
+32.2100599106934,23.02263744516761,12.46561742611631,2.527248776448787,moderate,clay,23.31399993425217,26.19478927938993,poor,cotton,10.329328105153564,seedling,11.7
+25.870683465093656,23.441117150404427,8.437590752159313,4.00703060670377,moderate,sandy,13.825700271171703,22.0204797729078,good,cotton,6.491352189760038,flowering,10.12
+21.16005083097767,89.60441544874263,10.20336301599261,4.725916720498008,moderate,loamy,18.34330741376604,12.17917963546883,moderate,cotton,10.28417552976642,flowering,15.32
+35.477557941855,74.27145171247258,7.646387914121585,9.133518031762415,moderate,clay,29.046494645308265,13.216930786778,poor,rice,8.766452934867052,fruiting,17.69
+34.985396974224486,72.8425932349189,10.61814473112654,2.76054194350019,high,peaty,27.588346845838785,16.89147575654172,good,wheat,6.092947979964143,fruiting,7.44
+32.367411771360665,69.17142551479088,0.9944189941679216,9.745830783290945,high,silty,8.866558036961907,30.1999890667557,good,soybean,2.2800116520603435,seedling,8.63
+21.803628430749068,87.9375315755284,11.559247486737611,8.291378889065545,high,silty,39.499592486061175,21.305742136056747,good,soybean,11.135247201687696,seedling,16.22
+29.755766671727176,58.4213540532502,0.983483618954897,8.93324250904097,moderate,peaty,24.696082754933855,43.51436047982789,good,soybean,4.268407045513724,flowering,13.96
+24.02434742350067,89.63286628466403,7.10184779233648,9.364995907662191,high,silty,21.924683514408983,19.599036024014115,good,wheat,9.247370575720003,vegetative,16.63
+17.289551833165852,48.75560209457913,2.688992400389276,7.779170774270086,moderate,sandy,38.85365138979869,38.80884793823641,good,cotton,10.154111702836728,seedling,15.91
+37.93283938655607,94.13660034712724,12.441827021593951,8.09901848455355,low,peaty,9.911530469613368,18.415067062652515,poor,wheat,7.867705056862317,flowering,17.57
+18.420465772974037,75.8925584064992,5.048083183047194,4.940364669450576,high,sandy,24.0285673503984,11.702102510969771,poor,soybean,8.567750767315012,flowering,12.65
+38.75593384552006,40.57417088195418,7.084356396762821,5.594052112086196,low,silty,33.17771536772426,20.584869010967463,moderate,cotton,2.687599829576065,fruiting,8.45
+26.150144323948894,65.12679373509002,6.716885748825519,9.392368840899708,low,peaty,18.96162910895453,43.5027410257644,poor,rice,7.604201263956217,flowering,18.75
+19.62832322096549,62.642444919060445,11.701278502428243,4.404303203973845,high,peaty,30.77066422137768,13.290045730971215,moderate,soybean,4.965581215541696,seedling,7.01
+28.54752368445895,31.031905738426715,7.4765932170416445,1.3775236575778649,high,peaty,36.4707029845175,23.779826513510663,poor,cotton,7.6787365407887584,fruiting,7.45
+36.82364589691021,67.29943246004913,11.939895857650018,7.8647894692729565,low,silty,14.157858049487157,10.320672595483169,good,rice,8.041905701319507,flowering,17.23
+33.305622160239025,45.18284989735663,1.565870013638791,6.158417605457665,high,silty,13.451101560626872,35.209782807272575,good,wheat,2.733091284946472,fruiting,7.8
+35.16402869653624,24.187901344768196,3.2781125345934288,8.333883661089803,high,silty,17.623993739040852,47.71039138906123,good,cotton,6.371539810630982,seedling,11.69
+31.46958416776793,95.8924926165252,8.497246619872229,1.679961399498659,high,clay,19.645452891189,25.37464705305588,moderate,cotton,10.470029347785518,seedling,10.37
+32.30691411294632,71.31922952514302,14.232780708914078,6.591087914282109,moderate,clay,8.886552988085612,33.076717310994326,poor,wheat,3.21005176958496,flowering,9.81
+36.22989128913298,90.15351454966776,1.5839887774658146,3.229352991916822,moderate,loamy,13.095115292612142,28.09138026435529,good,rice,9.49190009785972,vegetative,11.31
+21.241700221479647,74.08448040106025,1.1247211342745325,9.129417350450357,high,peaty,35.56298091740223,48.93322959554733,moderate,wheat,7.519198188687064,vegetative,15.12
+27.235624091078517,48.55869537120903,2.7699847864539078,1.9891894576757112,moderate,silty,24.83068783139623,39.43994646624034,good,soybean,8.142222202896875,seedling,8.63
+20.530236045490057,61.01504578630491,9.79672036847227,8.587623454525566,moderate,peaty,14.373710167443008,11.7689200674292,poor,maize,2.2179224473593555,vegetative,9.51
+39.69170019991617,74.05974082777416,6.285397291718584,1.7969882677471931,moderate,sandy,38.02581593948153,14.348986641316618,moderate,wheat,10.638069313236906,fruiting,11.41
+38.60148349216533,96.820186016115,12.47050950155645,1.225876199472983,moderate,sandy,32.100888613315306,28.81923328245299,good,soybean,11.02673662831236,vegetative,11.29
+15.985670284212649,40.29355672973572,1.5430306964798042,3.1155348703773007,high,silty,17.685062213428147,35.2698371710557,moderate,cotton,8.235563437481677,fruiting,9.47
+32.63937931289221,89.99816468992941,3.348004258813165,3.9974008683401534,moderate,clay,31.79050029028978,21.61583555368874,poor,soybean,11.88103412621301,flowering,15.87
+38.13120793539164,93.92622442354156,4.850382879240987,6.63875894630684,low,loamy,25.861830157543995,36.98578838593168,good,cotton,5.019861626104758,vegetative,11.48
+19.51438362818334,73.63324117271652,9.587586256987386,2.185521376249484,high,clay,28.93364294956132,33.06101584710165,good,maize,4.088039567177661,flowering,4.87
+29.198630763815736,94.50133019210702,10.435004009372436,4.9359694023196745,low,peaty,16.25072598234772,27.40370311697017,good,maize,3.46838416641443,vegetative,7.98
+37.88720743970104,51.83028699818948,2.3009477624747205,2.838372418925864,moderate,clay,12.332340443209064,33.29188103284458,good,wheat,3.806977023084272,seedling,5.23
+15.848649464644971,96.24129408323542,14.185168280380225,8.697729893923569,low,silty,13.875322783393802,46.658541182072,poor,maize,2.3427554953240755,vegetative,10.85
+32.435506681171,76.22263017327799,5.445139960258032,1.4046985715617448,moderate,clay,7.930706091893196,19.72816554958689,poor,wheat,9.03430293086138,flowering,9.23
+22.43372518431377,23.360461393504952,10.840947063504103,4.2034395401966895,high,sandy,21.48631662759781,41.64847734544914,poor,rice,9.73181578493251,flowering,12.51
+38.10990488441326,92.54982654552424,8.101011924741632,6.68236671972198,moderate,silty,19.218164883193943,10.478286251181927,poor,cotton,2.1174070250621484,vegetative,7.35
+39.27645612913419,58.75782472265541,3.729992646433046,9.21779360246745,low,silty,5.088888532251705,13.391933031047625,good,wheat,4.336991292388534,seedling,11.37
+38.60666222783585,56.82615878222663,12.77031068517346,8.811940804245058,high,silty,34.9728333428166,47.98742111282846,good,maize,4.181309647816908,seedling,9.68
+26.855355416436595,65.31732847837074,12.364451408782983,9.056727995654471,moderate,clay,28.865422661748347,37.909146593698615,good,maize,8.33973461764037,seedling,15.09
+36.55106627473283,31.950763741698232,6.243041881792006,1.5656796431468387,moderate,sandy,20.63594031488276,35.33268834990218,poor,cotton,9.878568166524271,fruiting,10.64
+36.11373496337676,57.53328388539189,9.034809992560904,8.568309353171136,moderate,clay,38.845742888482825,23.362210710935408,good,cotton,9.185392057995832,seedling,15.24
+22.97751183108139,86.49017733741965,4.238472591071126,8.01921320689707,high,peaty,37.91895635677598,17.37348719667102,moderate,rice,9.620220692654009,seedling,14.45
+35.72288685376694,21.238596731001227,10.502848616821373,9.12188484348057,low,loamy,8.328392495352556,25.196642900837727,poor,rice,9.126600017007224,fruiting,19.01
+15.925190867887316,41.8333728259497,4.980888782996256,3.804186405322012,moderate,loamy,26.529873344901134,33.93560771640247,poor,maize,9.604530441257292,fruiting,12.26
+29.90674696205133,20.19636691550754,12.739141648542406,9.2058859564603,moderate,loamy,33.59578690655799,35.37527405468231,good,cotton,7.61883223145986,vegetative,16.1
+20.750220932192576,53.256904731987866,3.652084012020477,4.623769765778031,low,peaty,11.053314782507792,16.782026594469258,good,wheat,7.45987602688294,seedling,11.03
+18.01417214443197,78.26524083949877,0.71464963086773,6.7068971697322,high,peaty,9.478672534071872,27.82007680993196,moderate,wheat,10.222979178045955,fruiting,15.54
+16.92383004073023,83.90174632917028,4.3933666085348175,4.817610920862984,moderate,peaty,14.092222265865187,32.670338779181805,poor,cotton,8.121986672572463,vegetative,11.76
+32.407219396953494,95.61518089016052,3.270261053662557,4.84883587464086,high,sandy,14.78849008789731,48.39843237735673,good,soybean,3.4589561927226824,seedling,6.13
+23.49687409420165,68.68036903766293,7.870153376011402,5.919733169154114,low,silty,38.77446142662237,31.976924183418447,poor,rice,10.658918208736104,fruiting,16.64
+33.11916928821904,40.370149332231634,3.4536977290203565,4.203340386587403,high,peaty,32.31670656999737,33.22397640430637,poor,soybean,6.817806797875308,flowering,10.03
+16.63390851997356,93.93183593093592,11.566253125432674,8.134632948423121,high,loamy,7.0908266532906055,40.60754738925051,poor,wheat,4.520950382850532,flowering,12.29
+22.88225844576526,82.02526031043008,3.999874251058057,6.70274861873715,moderate,loamy,32.52684966607504,26.75647783004553,good,cotton,5.755633901649782,flowering,12.76
+28.48728230938343,65.95427864025156,10.751038608733507,7.207801853850511,moderate,clay,10.93738314213063,25.354713644233684,good,wheat,7.698222892478642,fruiting,14.37
+34.76807912097409,75.65121725751487,8.887828383698999,3.0793132019958724,high,silty,17.503468509731956,33.63636833731631,poor,rice,5.937842137022996,fruiting,7.19
+22.968812573301747,93.94530840059431,14.800622918842324,9.726177596332532,high,peaty,16.14818626345778,41.3323124233832,poor,wheat,7.9232225663041405,seedling,14.35
+30.647284410925227,76.99152227783372,14.99856416663386,6.941584879956689,moderate,silty,14.533355010556829,35.50326865398856,moderate,cotton,7.609815692583082,vegetative,13.66
+37.14944370590467,49.46996060677872,13.108128208101284,2.7747627807735245,moderate,peaty,15.806531143324412,17.445245982048533,good,cotton,7.519259064941541,flowering,9.25
+30.396579704557617,77.04225618312773,11.51975885483189,7.754412191239304,high,loamy,31.39705350127653,25.90801122806953,poor,cotton,7.656279740587829,vegetative,13.84
+20.823986868840844,23.22225301883103,6.103618003008319,2.5634269288686045,low,silty,14.329386356007594,30.503871933166813,poor,rice,5.191778369953133,fruiting,7.96
+15.61001953891345,50.9132449464465,11.4225125434039,1.5704640666955756,moderate,silty,33.02534339276728,30.94977538732329,good,wheat,10.619445731267948,vegetative,11.01
+36.752471847523246,52.50584254764634,14.371795287652615,5.747980565312509,high,peaty,8.185594517342842,23.583805557951933,poor,rice,7.322853849463758,fruiting,11.48
+15.53173527125968,33.34705875366677,0.8389748432339403,5.981715587461125,high,peaty,25.830946896612733,30.89658568916313,poor,rice,2.45754659573812,flowering,7.36
+36.867541817104986,21.84683844414161,8.299763152867213,2.7006901725843875,high,silty,35.20503054720607,36.91901567829381,moderate,wheat,4.945254905157562,seedling,5.77
+28.2234283506803,30.670498931019424,3.660975413632301,4.135410498629431,low,peaty,7.775400930146752,28.7189085270112,good,soybean,9.170745737608792,flowering,13.88
+38.476692462822406,72.36971966376441,8.589206580098331,9.511923661108272,high,silty,27.22107055740536,28.05389454568896,good,wheat,8.655817504548214,fruiting,16.93
+34.96958089434163,84.183105309095,7.263482801503922,3.565029088787409,moderate,clay,22.90658631111785,42.06331298597934,moderate,rice,3.946739783824807,flowering,6.76
+39.94835276333343,99.05627941815791,8.848644432508124,2.4001125468883178,low,silty,16.617939712032634,40.27352112838496,good,maize,11.982320417792591,fruiting,14.13
+23.767795386292757,47.70908024867954,8.488952210571501,9.933057627989086,moderate,sandy,8.523608820231626,26.896198127042357,poor,soybean,8.25918993360311,vegetative,16.84
+34.17970722327817,67.95033778088813,14.421552067944148,3.720749827424201,high,silty,28.67698536992126,49.84053368180439,moderate,soybean,5.271161743273794,seedling,6.88
+25.048272840231053,94.97159734520976,8.506698579553673,7.122283058314708,low,clay,15.828228750866176,12.658839494701375,good,maize,5.92600706516629,flowering,14.2
+26.99689050759772,33.36334250705221,12.770365277810576,3.0840416329533973,high,clay,16.86216624573924,23.039829476281994,good,soybean,11.19624602357288,vegetative,12.45
+30.68763658045925,77.41164690741941,5.137394158612274,5.951090772877505,high,loamy,30.11574573256288,11.473220177333552,moderate,wheat,6.311242458436718,fruiting,10.83
+36.84192785465847,80.39829865193306,6.852459987470209,4.47653787948654,low,loamy,38.087374736347584,43.57877529554519,poor,maize,4.410959723872352,seedling,7.97
+39.602086729982375,27.118042869547068,7.320995402649743,9.654213350432697,high,sandy,16.677310557006724,40.22520905204811,moderate,maize,5.436857862494915,flowering,14.86
+34.206835346612955,88.89995081464521,4.541556628363006,4.895252870954389,high,peaty,31.135657584362104,37.34706407921554,poor,maize,7.301790859441806,seedling,9.7
+25.444169554183343,85.0484037688675,6.006958791430352,6.2575676576355175,low,peaty,38.48131596081053,18.578888929283643,poor,wheat,3.57700587577686,vegetative,9.76
+25.533925056926755,22.67224052619476,9.17843965226824,9.502896393101324,moderate,clay,8.423943258529661,38.30875393328076,moderate,soybean,2.5097817814386296,seedling,9.64
+33.43955753972229,27.28675319040412,8.912722567915718,9.903108699441596,moderate,clay,23.52206822356049,24.212470298589565,good,soybean,6.036538328576643,seedling,13.36
+20.96942864420756,23.930151511348186,9.728312496315468,1.9149252760449684,moderate,loamy,5.39075172625055,44.7427800725053,good,cotton,10.962529909260558,flowering,12.42
+17.761852828284866,46.77948254394898,5.601359773592046,8.5088864083815,high,clay,33.88123107806412,17.98006579575533,moderate,wheat,11.271036221097209,vegetative,18.26
+23.865553941019414,60.743119254394095,5.079556679719328,4.43904844768524,moderate,silty,15.041174547852473,18.71363048281808,good,soybean,10.323194439383176,seedling,13.3
+22.180974791352043,62.5878182363703,9.368459299935363,6.353458355850515,high,silty,16.646862280102525,48.423451613798285,moderate,cotton,3.704164110366708,vegetative,8.14
+22.407703011399757,41.41334078155541,2.426495352199112,4.3754327105972095,high,sandy,29.055042838681864,30.6808059103864,poor,cotton,2.487809059737102,fruiting,5.11
+20.840193776247748,92.92775092482194,4.16895738121603,4.610045850893132,moderate,silty,32.621293500032984,27.8554295931992,poor,rice,7.278839967897096,seedling,10.46
+16.052329740909048,49.46102318975306,1.1108521858184306,2.429717823866004,moderate,sandy,18.999658791867997,24.06994815507656,good,wheat,8.768039992800112,vegetative,10.18
+15.446848368335344,23.6440124772282,1.552857362643162,6.154898125850793,moderate,loamy,28.293202361576657,43.24850083222983,good,cotton,8.559361148457912,flowering,14.61
+39.69305974340079,44.01816892331091,4.0290575492788285,5.920443513502523,moderate,silty,38.47240439896149,24.108301904563724,poor,maize,4.705632351321519,fruiting,9.94
+25.69432834339656,62.48875380353244,0.7831745643053258,2.704202096845598,moderate,sandy,36.041580342215326,24.246278825449657,poor,maize,5.381388079379713,seedling,6.95
+24.608166178992043,52.65774580705856,4.058453585268192,5.875573864005473,low,peaty,29.545293810254,14.933366028950743,good,rice,11.675907845291308,fruiting,17.77
+31.991182067326747,41.907401527940735,9.997156684399377,9.757916943679774,low,sandy,38.00723612586289,30.82905537541,poor,cotton,6.267489930955717,vegetative,15.92
+20.4563471966266,30.50585998114539,1.386052637799529,7.4296773626841075,low,silty,35.65783169175987,46.94999964066435,poor,maize,8.48248695643962,seedling,14.26
+38.749029598755634,85.53316000769838,6.832681828022294,5.328843036250167,high,sandy,30.51531755484509,48.30156917434639,good,cotton,7.00666912123277,seedling,9.83
+34.6586253603888,99.69161936993537,13.740077410333466,9.244755870232378,moderate,loamy,37.103671566861,49.82062167842031,poor,maize,10.547778384886096,flowering,20.97
+17.235275057806486,46.36337068191057,11.973630019418314,6.177829208547752,low,clay,33.60866624742332,28.92282154568956,moderate,wheat,10.376885187555208,flowering,17.61
+25.43951939462321,50.52968353412831,4.92884378327543,2.2154319885502303,moderate,peaty,22.578893444380604,40.99792333534421,moderate,soybean,8.48920477346596,vegetative,9.46
+36.97795768905412,69.44300197415657,13.90967944827888,5.927586830312107,low,loamy,22.579866611210896,32.1013892914154,poor,maize,11.317195262467523,seedling,15.94
+38.61830055728525,77.47531797884331,5.27987420284201,2.62875803829281,low,peaty,5.307677664343412,31.91830985019976,poor,wheat,4.077401880621631,fruiting,6.81
+26.68503778124674,51.3623627842873,1.551474696894656,7.907543548729069,moderate,peaty,6.058740691292483,42.24963642857896,good,soybean,7.36552692301097,flowering,15.36
+30.33528473026769,92.3943613585452,14.913811373137646,9.704567928652375,moderate,sandy,31.11796582395276,43.41431914788885,poor,rice,4.344680033848027,flowering,14.57
+19.17584865230188,64.80031913831347,13.11532664424299,4.247367260889972,low,clay,24.416911505239725,10.791730176656332,good,soybean,3.025095411946071,fruiting,7.61
+39.779215653424416,56.03120611247448,7.2560253578658385,4.914260921126751,moderate,sandy,31.633534190657485,47.7115941695548,moderate,wheat,9.720416230489098,vegetative,13.71
+20.791792534586087,71.73382025279241,10.162459600789855,4.793468201547671,moderate,sandy,38.23819867193919,42.91934126425146,poor,maize,8.127021094482124,vegetative,12.05
+38.56829435337814,96.22430785993386,10.232807128921715,3.567699782153937,moderate,silty,20.838572944827185,38.84435057180164,good,rice,3.039226491478119,seedling,5.02
+31.241166224809213,83.56418355373644,3.319992345591675,8.14761968390768,moderate,sandy,8.095596032203376,44.08129490884946,poor,cotton,11.888355630243474,flowering,19.89
+30.19341987197148,23.201050442809947,3.4007051807276683,6.559554994722963,moderate,clay,26.92958048123448,31.49053031876829,poor,rice,2.8372633724529357,seedling,7.63
+27.817212775412717,46.58479285919677,7.308920198601474,1.5764640117090365,moderate,loamy,8.490683433322475,40.93054085292344,good,soybean,8.87276455657409,vegetative,9.58
+20.76674529294397,57.643574796097816,13.71781053199662,8.54925701520822,high,sandy,26.745604689707964,33.94596017024839,moderate,wheat,8.040450576199003,seedling,13.61
+19.41320080013771,45.16140577672842,0.6449097354492763,2.6837940803788656,high,clay,23.470859537289545,31.7172289593606,moderate,rice,6.142009967572566,fruiting,7.06
+20.512155226754384,76.01500486643653,11.84633172126571,9.81236045538209,high,sandy,29.92759865065556,18.46430889282032,poor,rice,10.60881327208254,flowering,20.24
+19.66095655360636,86.10153198900649,1.334138363862485,4.389968251023092,moderate,peaty,17.283584499003993,43.89660118539902,good,maize,5.49505698774162,seedling,8.24
+34.48961183916883,78.50760761482172,7.434220665805208,6.548046824352914,moderate,sandy,10.035163034235923,45.35484066464768,good,soybean,10.229420313028722,flowering,16.84
+23.753131479168253,99.14666294626204,9.749156079565408,1.7004125700642736,moderate,silty,13.26736734765749,48.84770497817211,good,maize,7.933470214825039,seedling,8.45
+16.44606691408491,41.80381183144233,10.45800937269574,4.10196947219521,high,peaty,28.927202227050675,14.817546637424668,poor,maize,5.925165401532467,seedling,7.82
+39.22756575352028,89.99915960195372,1.347949322430715,8.221185616247032,high,clay,21.735795378849343,21.662967778556105,good,soybean,5.438653610679353,seedling,10.67
+37.09464712408564,81.32981321395889,6.569752452067539,5.294876427579326,moderate,sandy,23.928611827865552,37.41622718247795,good,rice,4.610556074034429,vegetative,9.28
+38.19380707988032,48.97430060465169,8.965640277283708,9.141431351896204,low,peaty,16.304944784381973,44.20917398081326,poor,wheat,2.1719464725655597,seedling,9.22
+39.872695566160886,78.72996349255749,1.4576602909371004,6.1762459694572645,moderate,peaty,34.284575886425685,40.05216701351039,poor,wheat,8.207745434793726,fruiting,14.17
+19.347381230487184,28.32607651345976,2.458871070631992,9.35714975856173,moderate,loamy,39.98092778597973,28.22368398327296,poor,soybean,6.544512340827373,vegetative,15.32
+24.90605047256647,83.1466785872442,10.122910347808558,9.843489163113006,high,peaty,15.927213790309024,39.03909595465019,good,soybean,5.3720463359552895,seedling,11.73
+33.95596189260228,62.58644820696821,8.06375385056445,5.085051035664484,moderate,clay,30.15280641033473,12.884996259897378,moderate,wheat,3.755021514172327,vegetative,8.31
+32.4005154513448,43.38321381674025,2.8465155883902127,6.086409153200273,low,sandy,10.988508547134693,36.50153789673012,poor,wheat,2.0094510110522714,flowering,8.88
+18.847397658496376,72.46218414273442,8.260970385263636,8.514285789261429,high,peaty,30.985117766630427,10.32051445236689,good,cotton,8.757337018586696,fruiting,16.14
+35.395828124765444,71.32959989715272,13.734039414944029,2.993797049822317,low,clay,20.079797986189888,11.901950829460194,good,soybean,10.597236389416828,seedling,12.85
+20.61101429591652,36.75889781756798,0.726019979242777,8.754666164029986,moderate,loamy,26.18569915971239,40.29182232557213,poor,maize,5.515549341134253,flowering,15.4
+20.595440370565576,22.431793184922093,9.818189715544891,6.3272812633954265,moderate,sandy,13.314622085977014,29.105081820345312,poor,rice,7.41179526646019,flowering,13.95
+28.42436057233534,54.68980695213391,1.567931301777458,7.529501218460728,moderate,silty,34.80798573320475,12.382039363484454,moderate,rice,7.981555006564998,fruiting,14.95
+29.82349837104258,65.56094954755369,0.5935169229881623,1.718686203971007,moderate,peaty,11.066735777503116,29.274447770680464,good,cotton,4.471761742368514,fruiting,5.64
+29.50215519594528,90.12842226964788,2.68449008557919,7.895689151080632,moderate,peaty,37.501190425791606,12.510173218821272,moderate,soybean,6.879651569260548,fruiting,14.47
+17.287170934943873,94.25734365180756,6.63214616188183,3.797082141162926,low,loamy,7.143692866242114,23.84128972846817,moderate,rice,8.65760475350702,fruiting,12.4
+36.93652156575951,62.30441745254132,12.13398798523832,8.247090491648578,moderate,clay,15.079354228783576,16.29490422124533,poor,rice,10.762809330868844,fruiting,18.57
+21.64000106471765,80.30427870148358,4.5858897007661,5.582372844724362,moderate,loamy,24.703092418441614,18.77489861567568,poor,rice,10.067618464564474,flowering,15.79
+18.237873032070105,55.14426178623975,9.572261579637,3.471529013340698,high,clay,35.04640042926577,17.824224167324587,poor,wheat,10.693306445114384,seedling,12.11
+37.218701996724434,79.68657252583144,6.461771250351947,9.574837273194888,moderate,sandy,25.195869985537403,24.870716998227675,moderate,cotton,11.968897980554887,seedling,18.96
+38.89128745574384,36.38412199513336,3.897810983507116,7.885561579403493,moderate,peaty,12.563979165836503,14.316332669326894,moderate,maize,4.622606873004017,vegetative,11.62
+36.55319043163627,49.68517878428251,7.95658315710145,9.871174664862822,moderate,silty,35.0661685267853,31.10945799760075,good,wheat,9.265527561556103,flowering,19.69
+35.23790186812195,70.73823990508919,12.063235110403037,4.280229085709834,low,loamy,25.86567387701068,26.284040550150458,good,soybean,7.61322708631367,fruiting,12.05
+31.381049515975544,21.452637248566305,12.57113936581409,6.842976701874749,low,silty,13.13214394238267,43.5946017368027,good,cotton,7.859843775785204,fruiting,15.04
+28.77143426522848,77.79690482711632,12.774533212219932,6.504298100773541,high,silty,24.66452466847012,43.037003690818935,moderate,wheat,4.895151395622314,flowering,10.8
+17.174668997785254,86.84284010145335,5.409088282047201,7.188010669619226,moderate,peaty,28.63547415857305,42.97111128962891,poor,wheat,10.487990799538476,fruiting,17.79
+25.211330326767467,51.93133288751611,12.00511293837842,1.3448490943719773,moderate,peaty,28.818460928835695,28.78557104538916,good,cotton,9.892087209429818,vegetative,9.87
+24.31721292530785,55.83539337417314,3.576587599079164,3.625473914896367,low,silty,30.340161312486234,21.63154435105043,good,soybean,10.214107401999456,fruiting,13.99
+21.49384459400816,88.10257697732249,11.207163968021808,9.184038164117265,high,sandy,36.35083133308899,26.616050963986687,good,cotton,11.969764224152891,fruiting,20.26
+33.08550284221462,82.05237082608267,14.25157418095294,4.814380493850042,high,silty,33.868771722245725,37.49486954738836,poor,cotton,5.089411014676586,vegetative,7.93
+27.39689337696927,43.05195912267,0.6992856030188792,9.645793111733925,moderate,clay,26.269395061213963,31.1914542592966,moderate,soybean,11.747229304018056,seedling,18.87
+17.0261553976912,45.91808852492312,6.885277002092571,2.921528553804782,moderate,clay,6.125789190568597,34.97216420272518,good,wheat,4.095720220426652,flowering,6.39
+20.50458004874528,74.31025859124773,9.892679332003066,9.976815761329805,moderate,clay,31.23328289869759,37.74870954464261,poor,soybean,2.906559233462078,seedling,10.18
+32.08146909148989,65.0558473958529,10.67574867206952,7.27822818063579,high,clay,39.12357979272126,46.73453179770255,moderate,maize,2.102551275483348,vegetative,7.59
+16.903271487257506,32.97836568771976,3.053272494903432,7.98754081659839,low,loamy,15.6948317404958,47.759033317993286,poor,soybean,4.342948584712108,flowering,13.9
+36.28017285121922,44.79439273833332,14.596657490959595,4.571750549822822,moderate,sandy,26.241451590356515,43.61879994056045,poor,maize,5.125659296734746,vegetative,8.39
+27.37866317534936,91.99866215029232,9.421347835579107,9.163073091345588,moderate,loamy,31.90333131915575,12.602459860439913,good,cotton,5.091625635912717,fruiting,13.74
+27.0146644331662,75.05395493778107,2.882938717809883,5.909166108627598,moderate,loamy,27.36811428103816,49.17340018581245,good,rice,11.299312969284715,seedling,15.41
+29.81019461648794,98.87794541484156,0.7975764198314717,7.128445422021716,low,clay,37.28921129073485,38.14522904681096,poor,cotton,5.130730101447561,fruiting,12.49
+35.61702414812873,81.36100239846155,11.857330882451752,1.8532744420265737,low,sandy,21.56689858840692,37.73568596504181,poor,maize,8.592705227127883,fruiting,10.1
+23.695230197554828,95.3579545714872,1.6557187219591567,6.685126308036041,high,sandy,23.614637168962822,10.924239288374666,moderate,soybean,11.853614896565256,vegetative,16.94
+31.95040381397659,37.29508590963803,2.5452383555184297,8.911710894359409,low,silty,6.3385186628417,29.175996851812155,poor,maize,4.939429838888979,vegetative,13.72
+29.143299099894776,81.71878998535405,8.835035389407514,2.6045490539438925,moderate,loamy,36.50774592695935,35.05998758062648,good,rice,11.753158783845532,seedling,12.93
+21.67570675423553,21.617401611823794,9.250829800019488,7.639533411713614,moderate,sandy,14.179898415640723,21.140376154016145,poor,cotton,9.62651377468112,fruiting,17.35
+36.96574965887895,73.6608017369227,10.459863219589778,1.228606830951891,moderate,peaty,39.244737600299366,13.329601311537708,poor,maize,10.125040553980886,fruiting,10.89
+34.9356505401732,57.54258224961931,6.2059531836225,9.33582714906267,moderate,loamy,12.073722671455831,31.29779444500061,good,wheat,7.686892162973141,seedling,14.35
+31.46129586646064,47.74080575360549,11.721530700018931,9.846254044280675,high,sandy,13.87094874489977,27.85178232980836,good,cotton,9.776245728882452,vegetative,17.83
+36.26454322735604,88.99234818344712,14.628199694430386,4.18762060118285,moderate,peaty,21.961897193035085,11.763212965543287,poor,cotton,8.100060619703788,seedling,10.46
+36.68235502399506,88.34141541260246,4.430876674658304,1.9636646474380133,high,peaty,28.117502686941425,30.77672386366089,poor,maize,6.847770172285351,seedling,7.16
+32.70907441787587,21.784136391891487,10.693914939800216,6.9271873134683055,moderate,peaty,20.42326127154924,14.308673471544124,poor,maize,10.54182662149626,flowering,17.41
+35.925333209091804,68.76040979595447,13.962795459729774,1.2685106273273117,moderate,clay,17.31357860525658,26.98203102109581,moderate,rice,10.20739843370662,flowering,10.06
+32.43678654173209,49.42657794567651,10.45115805794712,5.342376531674681,moderate,silty,23.90304422104209,20.81651640955026,good,wheat,5.959574698719532,flowering,11.33
+32.00351929400751,53.25288012003593,10.376087730341762,3.4460125762409786,high,silty,38.54044113154357,48.81883245511163,good,maize,2.41478811820192,fruiting,4.17
+30.46528445537961,86.56325913750207,3.744702251735496,5.260051485575892,moderate,sandy,38.66831986795108,11.389329475108736,poor,rice,11.260505159580726,fruiting,15.94
+33.81791598894103,44.78718172221426,8.259387904635547,1.1644796326452127,moderate,sandy,16.481567600243814,32.400929443638816,good,maize,9.823471215562275,flowering,9.9
+18.96512763232684,95.4439048510096,8.656581232266412,1.4645096476363584,moderate,silty,28.80555243641536,16.07681288423828,poor,cotton,10.577913191246752,vegetative,10.99
+37.02176897997321,34.37070610977126,10.651878655611316,1.1437824595904411,moderate,peaty,30.26693039470324,22.77176446285045,poor,cotton,2.2370026880829434,seedling,2.65
+36.7960881936308,73.01779386945422,14.953911023494648,6.572186830424026,low,sandy,27.869599489147472,17.356038861231724,moderate,cotton,10.740687833867195,fruiting,17.46
+15.73118207586398,73.76840536110117,0.9878354268845502,6.040836259076877,low,clay,8.955358897897305,49.80587518849421,poor,cotton,6.688873671728383,flowering,13.76
+35.64541876411907,40.175612914233454,1.4458735883785592,3.09842198682944,moderate,clay,23.88164780844144,11.294482684528306,good,soybean,11.103693536512608,flowering,13.1
+18.22174668683613,45.98004871737616,1.630276006748322,6.819788160136191,moderate,silty,31.71380626653748,31.65425836562669,poor,cotton,8.921288955286666,flowering,16.41
+23.377971356478547,86.78387940639523,11.273197450089874,8.957865312054775,moderate,sandy,12.028334476878282,34.321708586335475,good,wheat,6.256503251927256,seedling,12.8
+33.5877064072902,80.9444203963962,2.477130029105984,3.4958989092350228,high,sandy,17.187309063561976,40.88671582782212,moderate,cotton,3.2371756950009525,vegetative,4.89
+19.018997401207702,46.32767042518076,9.525552180110006,8.487944270910887,moderate,peaty,12.133015364722851,35.039340653271616,good,soybean,7.5763586586277505,fruiting,15.67
+35.44917560297655,62.71652375479471,5.207698729455148,6.962582224019634,low,sandy,36.04249940595423,19.25387627134921,moderate,maize,9.089245434068076,seedling,14.5
+35.80335444894355,24.934423700247635,7.131139365055309,1.3043839885568485,high,silty,35.048606561888946,33.9215553198743,good,maize,11.040575580052948,vegetative,10.75
+27.686693344020902,36.69967059189034,3.6271158173525015,4.376349062464911,moderate,sandy,10.922109211403695,48.99867506701467,good,soybean,10.853099106568555,seedling,13.94
+15.15964679292084,58.86564470883193,13.05854513891586,5.5698149427311545,moderate,sandy,31.61925821745834,43.938070744190405,moderate,cotton,4.58646097483855,flowering,9.94
+22.17595332937282,26.877898822336928,8.999179700363882,7.585292709592492,moderate,clay,17.739162374844128,28.139884554208084,poor,rice,2.7506360781020294,seedling,8.0
+30.423172959393558,87.466588391355,14.196167321942664,3.5841750242807526,low,silty,29.01598443223198,29.096328710951017,moderate,wheat,6.697418786760544,vegetative,9.81
+39.529654450685584,77.44049680861183,8.831645620712779,9.844570943721392,low,loamy,22.267885112460693,15.316335904893377,good,cotton,4.764300679283869,vegetative,14.38
+30.79533817541671,95.49069365187958,2.2966664436557265,7.160857664545772,low,silty,21.519262706093848,32.79700491343852,good,soybean,5.174241508375575,vegetative,11.91
+21.495089526603994,75.47735247712217,2.977621290657894,4.355323094479244,low,silty,35.844968433189,21.209735719858056,good,cotton,8.674175485209695,seedling,12.0
+30.85014257749028,95.23210978097484,14.841572657333783,1.8732253516940085,moderate,loamy,27.29374929512068,14.32457021698795,moderate,soybean,9.466037172967283,fruiting,10.92
+28.499634492896387,64.3610044552772,11.020695361297582,2.632309842437289,high,loamy,13.251877996784284,28.968376216570256,poor,cotton,9.335287514468968,fruiting,10.04
+34.49613487877859,68.01748888495754,1.2145418754218,5.388469840496409,moderate,clay,8.876563518883081,11.802851360886496,moderate,rice,10.17222931589993,vegetative,14.76
+17.67451597067396,98.15768437010088,10.70482457300264,5.4522581946253,high,peaty,37.66923950539803,14.805269737195577,good,rice,2.434621166858044,seedling,5.41
+34.025697562550704,71.37033174914083,6.476509178739369,7.909468883392181,moderate,silty,10.36850830383801,18.76175943495813,good,wheat,11.653885637689356,vegetative,18.46
+28.53166446690276,22.46292550885973,4.954521608936263,7.535589630150272,moderate,silty,30.692676517404863,49.62538467516795,poor,wheat,5.38471616592008,vegetative,11.59
+39.07480009647487,77.90422213044187,2.733881509092747,2.811457346660356,low,silty,22.354733099648627,42.339264010811576,poor,soybean,5.671018411561181,fruiting,8.42
+23.54680415096715,92.43749537099325,12.6786073410702,6.354609585024385,moderate,silty,9.902288395981886,31.67033345462613,good,rice,8.320470854521531,vegetative,14.13
+30.815547328348703,83.64641998354614,1.42569999534196,1.1855962066859949,moderate,clay,32.18294626566009,19.30261536925627,good,wheat,4.253972564188849,seedling,4.39
+38.30070263775043,66.70666181003381,4.702614204504784,4.586926594459,high,silty,36.65695876534686,30.75679555399222,good,soybean,8.778374067288963,vegetative,11.6
+17.56274319976698,73.7042810474813,4.942551960472714,7.876947165144452,low,loamy,9.25273126121018,35.95988344312287,poor,wheat,4.624551225084689,fruiting,13.19
+38.43071218091128,99.21534314013374,2.833126617470755,4.595577339584498,moderate,loamy,7.348108982810742,10.1825566809018,moderate,rice,9.018016661010794,flowering,13.32
+32.197143057520336,27.252967080747062,7.868680807659619,8.520366158212816,low,sandy,34.744748295974986,49.515744163264486,poor,cotton,10.178005848234775,vegetative,18.6
+16.695926477629296,73.37958629065916,0.6696880887579431,9.785397611127534,moderate,clay,22.533370363358404,35.07124002112339,good,maize,11.002191144324003,vegetative,19.87
+22.524089173670404,42.67181556564751,4.864144973450932,6.464913424294291,moderate,sandy,28.60873399594651,49.52985898271576,poor,rice,6.082180543316547,seedling,10.25
+32.704302216132035,71.20723172689361,14.037626938479429,2.305036687075809,moderate,silty,20.45181180348947,28.762631723925296,good,wheat,10.070482576784489,vegetative,10.89
+16.683765036719294,68.6098860707151,5.002678755459082,4.417094871148697,low,clay,19.434988975209,34.94029402249099,poor,maize,6.650742346945279,fruiting,11.2
+29.55426150440683,32.27654656865297,5.726661113047898,1.0853501956153764,low,clay,15.488069732773305,28.458429688737567,good,rice,4.45883488627198,seedling,5.06
+23.64707642382392,36.53973165921913,7.360893199394038,6.424533314566774,moderate,peaty,24.702485450769014,10.379345711090496,moderate,wheat,9.31547548523935,flowering,15.9
+30.522887944186927,69.73036624345708,8.644553935346384,8.394116508764185,high,peaty,10.593276769701603,43.99566864381199,good,rice,4.945131557555303,flowering,12.62
+16.14355084531282,30.25839578430193,12.226275349900789,6.669460710307386,moderate,sandy,30.10307694049802,27.960064420095733,good,soybean,3.7072510272679065,fruiting,10.26
+36.78842015380941,41.21447001042583,3.259657735762256,8.074776062651049,moderate,sandy,24.23004122409664,28.837447677071047,poor,wheat,3.211935186443972,fruiting,11.15
+39.33722422943492,86.8196438190402,13.14032246929208,8.19913534548298,moderate,loamy,34.66322961145876,24.398565574117093,moderate,maize,5.977164760893086,seedling,11.84
+39.22194638214229,46.16732048013109,11.484465678586396,8.659113185957175,low,loamy,37.23549387674456,27.30625870156044,moderate,rice,9.460268595399103,vegetative,17.96
+33.74129579357312,59.04481250157304,10.978429852592551,3.399974046977988,high,loamy,36.52053672944904,39.02202866540143,poor,wheat,10.139010954050796,seedling,11.62
+18.2521560032658,95.29122681166724,1.758666318862211,8.841416705383796,moderate,clay,26.04308201149779,38.02497925436663,poor,cotton,10.346258248876447,flowering,20.35
+33.95657989822556,38.17192710695571,0.8137900046314779,6.886845986171418,moderate,silty,16.155700678460057,42.33515822705856,poor,wheat,6.280036471039848,vegetative,11.76
+15.614672911470038,51.17008138864083,9.11318416316722,3.6075300093503824,moderate,sandy,17.50093743722523,48.986682767053,good,rice,2.377895185654935,seedling,4.5
+15.553088788224931,68.51662204348365,13.015442456585838,9.88565243496635,moderate,loamy,27.838762249079743,25.64660930091838,moderate,cotton,3.7837040996502895,seedling,10.71
+23.09025547873853,80.42711436031777,8.97440123003922,9.55164154358502,low,clay,29.918848542218058,23.558380714500935,good,maize,3.9532720319891697,fruiting,14.34
+27.21607976011664,92.1322709370164,3.591905548960197,6.169968848857594,high,peaty,10.644993726737887,29.74100259106885,good,cotton,7.037947909542848,vegetative,11.43
+34.26018544519483,93.2378390058812,1.812538520263592,8.588875405596072,low,silty,39.928226784950496,16.17558249910525,poor,rice,11.158576008855816,vegetative,19.26
+32.08238441516263,82.13120594980984,10.644148565857158,3.353450398478845,moderate,peaty,8.762608465561954,40.321184481145,poor,cotton,3.3028279872212147,seedling,4.91
+26.14756765941871,38.26646692746483,10.96566902110824,4.74433296949801,high,peaty,26.24822830586554,33.245517003725254,good,rice,2.336691811948675,fruiting,5.8
+21.840666657041645,21.984746403405264,3.001709659963076,2.6557458466945034,moderate,silty,23.585829300388845,18.453629053478306,good,cotton,2.0042853518613715,vegetative,3.58
+39.92811250394278,50.7019144284499,0.908759574699776,5.680923783663232,moderate,clay,25.684586225402292,44.56140208022505,good,soybean,11.00590803585236,seedling,15.01
+25.654532555899323,31.323908079025863,6.420110941736357,5.464012870644988,high,peaty,23.681770221775704,34.76250069558813,poor,maize,10.221300878642587,seedling,13.03
+26.284675608241887,76.83101179506384,8.949421180928821,2.915319033654097,moderate,clay,7.026854300653156,11.36157281301557,good,maize,11.629911186998616,fruiting,14.22
+19.090595529791727,72.89044694605735,10.737034938724271,7.055215243444878,high,peaty,39.8573896683234,17.86067554863683,poor,maize,9.003314919729842,seedling,13.13
+34.87023871874823,23.517731329716387,12.24420263271709,2.0601126597287127,low,loamy,39.34469644019832,45.64373948770413,good,soybean,8.106740387296938,vegetative,9.85
+32.34205564453721,86.92750233047609,9.35279269594762,1.5552230596274006,moderate,silty,23.352318128699338,25.241822256466,moderate,maize,3.231862938893562,flowering,4.16
+20.51924031971901,39.89946130329458,2.107768824678033,4.464144717961474,low,sandy,12.292211400556496,49.37406342910322,good,cotton,7.756731137276628,vegetative,11.94
+17.059526140396066,54.578166039283374,10.397434246065014,4.688423000062345,low,silty,11.402973123616466,31.19009147843757,poor,wheat,9.9080935480446,seedling,13.66
+32.012482551867826,73.43469883645939,14.770561321975787,3.877665458738376,moderate,peaty,6.996698626749303,18.316605876899,poor,soybean,10.693352384601896,vegetative,14.05
+31.36278035702838,54.35350294818026,13.630976476662356,3.3215197382042536,low,peaty,26.41506342551429,33.75578239426217,good,soybean,10.700997220160192,flowering,14.48
+21.831488174955236,55.30302422399547,13.139199184407934,4.048987105085773,high,loamy,21.73827925850668,14.09403754054705,moderate,rice,5.034964874262646,flowering,7.53
+38.771589056260254,25.25023962685923,4.881467223695942,2.470380165568927,high,loamy,19.570912426954703,42.30058870000257,moderate,soybean,3.8996451927276494,seedling,4.66
+18.776447294522505,52.1154839408003,11.38642855858301,4.631072222195896,low,silty,23.382466939821036,35.113608364051366,good,maize,3.484432672169067,vegetative,8.11
+25.80837002606505,81.18783145759868,12.84099996649461,9.141430361656994,low,sandy,35.549852436568784,48.557864791798046,good,soybean,8.440608112102462,fruiting,18.0
+38.59039800418997,93.21410697492782,10.335729967153316,3.019841930879544,moderate,silty,7.475152795939438,37.60431162769986,poor,soybean,2.700195925801591,flowering,4.72
+25.493182923153057,53.07977096506974,4.133145470235718,7.160059939153154,moderate,sandy,24.04312436309233,11.966014226619633,moderate,cotton,10.706021281640512,seedling,15.8
+30.96314869160214,53.88686615032631,14.330592592186896,2.2760605935805542,high,clay,29.535591324411264,29.05712962140937,good,cotton,10.0780689653946,flowering,10.81
+24.939859949069856,76.21016850589217,7.0368814661508,4.185159616092077,moderate,peaty,38.97410856759673,31.25240969557494,poor,soybean,2.0693619327578,flowering,5.88
+21.85538005871675,95.42176008842212,2.3821806006552517,3.8905730249073054,moderate,clay,30.889225371336483,46.671038632482976,good,maize,7.87501218327947,seedling,9.94
+39.599441198995706,41.364875219148814,2.091779478332184,9.43326454967495,moderate,silty,24.184009012451487,27.29867166226544,poor,cotton,8.331634561965977,vegetative,16.57
+25.233350157876075,55.21153652303495,9.889025315836165,4.85183850221628,moderate,sandy,31.8369052654524,33.74054291061038,poor,wheat,11.061100222282018,fruiting,14.99
+37.35248009197837,83.6778594841841,6.8467898730427175,7.214193494032456,low,sandy,39.89703795517944,17.43824418761489,poor,cotton,7.348331238029454,seedling,12.75
+20.748865147277154,68.77548554992308,1.8700161900949723,6.422165280741964,moderate,clay,36.10570246401864,19.78504563173309,good,rice,2.517160742626804,vegetative,8.19
+20.32761760062708,28.846907517116374,11.235286296263371,2.2692706775628526,low,loamy,8.118369869127786,31.943470580735244,moderate,rice,8.834226380305465,fruiting,11.22
+15.778352072112783,70.21861884498125,12.090214925249985,9.455864059275566,moderate,loamy,25.11897826316304,37.87938255072852,poor,soybean,5.495007897510366,seedling,12.12
+31.291670634397125,34.93970276778615,11.018526646403544,4.112823626701869,moderate,clay,32.52659544988458,27.418428036839643,moderate,soybean,7.095602974186367,seedling,9.65
+24.21315859309403,60.81727472627233,3.4327827264181874,1.4028252020528476,high,loamy,28.51564188952337,27.3067425886197,poor,maize,4.392863698160609,fruiting,4.26
+36.608956245990925,62.32826141283508,10.501744111943006,3.7039933615976888,low,sandy,19.593875198061298,20.239771481590697,poor,wheat,10.604543486784994,seedling,13.24
+26.83024766728893,90.0962689779988,0.6554806419685839,4.020703532940935,moderate,silty,16.285553101237923,37.9252306248636,good,maize,7.880930451428642,vegetative,11.03
+39.20483569786804,56.99954192099505,4.924126025336934,1.8347079464085447,low,loamy,26.94517271083086,10.21891502843153,poor,maize,9.452026792535731,vegetative,10.93
+19.63813789257803,42.35539377887154,6.282912205409384,6.579796657419485,moderate,sandy,19.43290540355777,30.51074561232452,poor,rice,3.504080310642455,flowering,9.93
+36.71557919889027,38.477307857282526,12.611080758839773,4.120877849873908,high,silty,18.71991362246374,10.142590201266088,good,wheat,7.650572857360449,seedling,9.59
+34.41492131979354,89.94015013474689,6.160718409506362,6.662211456978738,high,sandy,34.28596393241908,33.73871639301925,moderate,wheat,5.015343209164869,flowering,11.17
+34.2730461161013,33.68086835345827,0.6634069697462752,1.0606650723016045,high,peaty,16.047939811485055,11.236259663653565,moderate,cotton,2.2554024005841478,seedling,1.59
+36.11958070292219,54.0694848706515,5.609022971506136,9.838435590916772,high,silty,27.57233779650907,47.60268319590554,good,soybean,9.285894816402273,flowering,18.76
+34.02559977357497,34.97384919415576,7.734399426209665,2.5346472269021345,high,peaty,35.57017033045288,29.11815048884727,moderate,soybean,11.791303576276851,vegetative,12.78
+30.655508040785385,81.86432320915003,14.260569406755216,6.933978880344427,moderate,loamy,26.7620169886166,37.36090925515197,good,rice,9.278590945142618,fruiting,16.27
+18.28112194205969,57.94981119796952,14.144997404948398,7.442058729515639,low,loamy,22.247558031047102,44.14393898260376,moderate,rice,2.8405248425109946,vegetative,9.84
+15.8131544872813,48.091495244544966,3.122673554210468,2.544475147727285,moderate,sandy,6.235594645633819,19.41688456578643,poor,cotton,8.299956305244226,fruiting,10.11
+38.02119619539217,48.88797125011735,3.1846248552220477,2.005410538921767,high,clay,28.855039403113462,31.60215608538653,good,cotton,10.287390166139808,seedling,10.3
+30.41625786301845,88.17713653783835,2.869031118735982,2.373194726603278,moderate,sandy,39.91341095490496,44.53798336963574,poor,maize,3.6130399647991913,vegetative,5.16
+34.91343227440441,64.30191634355505,11.939368020004498,3.221364302604501,low,peaty,33.29506936571954,31.510944320369244,poor,soybean,11.808793503561583,flowering,15.2
+27.038058787813757,77.42942809050109,0.5873195853418923,2.5140890619361795,high,silty,27.20631652240371,25.710899848183928,poor,cotton,8.236189501083162,fruiting,8.92
+17.93270472405986,91.76308130005476,2.3440693737822214,7.065994842604734,moderate,clay,21.4200575717664,24.754792304547777,poor,wheat,11.820591452463468,vegetative,18.11
+18.12964480506376,92.13933408325136,8.300414658839436,4.787498833534605,moderate,sandy,12.851346899046398,25.364334403689995,poor,maize,8.301642897796802,vegetative,11.71
+32.13913218072429,46.28072434702905,4.0896499698581,5.840124350638268,high,peaty,29.223821958771,34.6172515333796,good,maize,8.686983925519723,flowering,13.8
+25.757647372486566,96.19610105171084,1.8391686444693005,1.4260310992824243,high,peaty,11.20556711292205,11.826445820713229,poor,soybean,9.59587737014952,vegetative,9.34
+20.013118167508416,21.99007056116844,5.718231178840598,8.75124066790651,high,loamy,36.04669577210686,26.61531498328821,good,soybean,10.038169624097078,flowering,18.57
+27.28986366853592,50.146844881293255,4.476010273373549,2.53514397885573,high,sandy,17.38960055373932,32.42356514987284,poor,soybean,10.784098383249898,vegetative,11.65
+16.605223426878354,91.66390860070732,7.911012444457126,4.241370983095793,moderate,sandy,18.99287433084346,41.4552314973462,moderate,rice,9.520785616598769,fruiting,12.72
+29.549285047859968,41.97095038535864,14.69888711053784,1.6471147584499028,moderate,peaty,12.561456345784755,31.199749824318477,moderate,soybean,6.594488845124004,seedling,7.27
+21.724835110877443,41.84651602570547,2.3024172338163176,2.231138211834967,moderate,sandy,21.858182299173123,47.046909404579466,good,rice,4.53855499592648,vegetative,5.44
+34.93897751592971,44.2097828065511,5.904537220094367,6.992194689780953,high,loamy,28.81590715532957,27.75091969481558,poor,cotton,5.97136795200315,seedling,10.23
+22.759048973089342,68.98507078775378,14.013782759150883,7.2332830203012,moderate,clay,15.597270958345456,36.03176604625405,poor,wheat,11.198637559143796,vegetative,17.73
+26.38050372704503,55.06662204914831,13.214659130660428,7.092689361628169,moderate,peaty,29.564315810139195,10.703244511767632,poor,wheat,10.630598914497051,flowering,18.43
+15.290513497702516,78.1387869082674,6.2169300043720686,5.969231090614199,moderate,loamy,26.720377490655068,19.53792269562042,moderate,maize,5.623056490864033,fruiting,11.43
+16.81117219486397,91.59285140517326,10.63482233553618,9.57269497610716,moderate,loamy,18.03358958397971,42.61829385594361,moderate,maize,6.232615664613144,flowering,16.4
+24.81233891016712,73.93594999542884,1.7739266969295109,5.564594446917188,low,silty,15.948147392930982,33.44860220620404,good,maize,4.942430840046884,fruiting,10.95
+26.998470867928088,36.35733761580604,10.83184530538242,5.044708263668019,high,clay,35.1465273511205,47.84692244122438,moderate,wheat,8.220370468606816,fruiting,12.06
+30.000513702982595,94.61455218884018,14.606437077528753,3.2279100914542918,low,loamy,5.417725316505748,40.11505749265148,poor,maize,5.60040851837187,vegetative,8.55
+22.29156446773258,41.15942986779828,8.293578216095778,1.8896457633995136,low,silty,30.0566999183607,27.986554330011558,poor,rice,10.03474740949058,seedling,11.33
+32.37454715316356,31.99154362625265,7.728108291999007,5.933394369695609,low,silty,19.60388529725576,41.148450723134125,moderate,maize,6.760446759601599,flowering,13.41
+36.503059929730114,27.197382308876872,3.2161199856777,3.8340116802354527,moderate,sandy,30.119212029163865,28.711471264960466,good,cotton,4.201224084047409,seedling,6.35
+34.496274722333744,65.07069925329324,9.689928884155732,5.716228448714636,moderate,loamy,22.76295581715009,23.20675485686381,good,maize,6.457588439357691,flowering,12.63
+15.990470633708927,29.100996998452143,9.061340571294268,2.855071704344317,moderate,peaty,7.935122307914995,11.88384287931858,moderate,rice,9.351979478146587,flowering,11.89
+27.01267368144573,31.10207072901046,9.953029362398382,8.543554049871203,high,sandy,39.371832229445175,44.62493455279493,good,wheat,6.537437168474323,fruiting,13.89
+17.623254460454373,44.00243844763973,0.8782076569284664,9.99727488693162,high,clay,8.011593949708423,26.757669435577785,moderate,wheat,7.7207308341188,flowering,17.68
+21.051125396563187,42.53224077475711,8.456490581061567,3.901631591085845,high,peaty,10.54521968230054,37.40681140097684,good,wheat,11.140634992739576,flowering,13.78
+39.66656483167866,68.33916082657139,9.126555230711908,8.580948465342967,moderate,peaty,19.71173481792264,16.12237941190601,poor,rice,9.130240006387528,vegetative,16.56
+18.56238857253783,85.33962235781452,3.509186963485632,8.856875227531667,high,silty,38.06181846868424,43.15849427807004,poor,wheat,11.968376788866948,seedling,17.67
+27.472203836283903,80.9079724962314,3.5208264335837725,9.964664098813715,high,loamy,15.25752828011761,42.9680178415476,good,soybean,2.765694480683754,fruiting,12.01
+30.45389335795298,40.99875637731814,4.505163443408772,4.084481168001815,high,silty,24.903174920687864,29.28590384999172,poor,maize,9.503888775794678,fruiting,11.9
+32.5616242636026,39.6248398388784,10.819963080044944,7.804372543426951,low,silty,23.25027584480607,36.88578832430747,poor,rice,9.326952765065425,flowering,18.54
+28.991217087172853,97.2633224085574,9.29085792121939,3.059281032777869,low,loamy,16.555163244614562,30.858153675312487,good,maize,3.0886926754540136,fruiting,6.39
+15.244271185479592,20.65889932735681,12.763558368708166,6.62316401162929,low,loamy,29.37163518644492,32.0906388827616,good,cotton,11.659386422712114,seedling,16.68
+23.1615327060998,90.37764264481726,4.787049291724924,7.343583125255539,high,loamy,22.55118157470784,45.55206268755014,good,maize,10.452371509808652,flowering,17.03
+27.942791084617788,35.9782815297924,13.724986868380617,7.670086232815867,moderate,silty,25.24003197249922,48.67662925362431,poor,rice,7.116696478934494,fruiting,14.22
+17.196662478620834,95.78274584718145,11.283739348758695,2.864549517260155,moderate,loamy,12.35543974493508,24.699957724133316,good,soybean,4.204447245060404,vegetative,6.22
+23.76567328022952,47.38458278620158,6.227669215198606,8.638530134465753,moderate,loamy,37.429217120525216,23.269325049750687,poor,soybean,3.864251285953241,vegetative,11.48
+15.830077719784164,55.228141911460185,1.881299951569111,4.788746743532877,high,peaty,8.869986779374866,22.15229744318024,moderate,wheat,3.276427920490648,flowering,7.03
+16.964462428875517,76.56964911555048,4.226263106068496,2.947325659610996,high,silty,29.1594230473942,40.83035175236669,moderate,soybean,3.934941470170486,seedling,4.81
+24.9230819050399,67.01352411786083,14.373139149615328,5.882779795347114,moderate,loamy,36.006363870458124,38.91589838522442,poor,cotton,11.247102993397252,fruiting,16.11
+18.31789385107651,45.43514637654582,5.000268950319151,8.770214166462479,high,silty,7.940722799893875,11.752003041970344,poor,cotton,8.349021857937448,vegetative,15.6
+29.188521206538955,64.30647326942588,5.283563922161434,9.703791188003024,moderate,clay,6.006320829157106,13.53763562823023,good,maize,3.246857770961869,fruiting,13.22
+32.236624228431644,78.4565507490309,3.2490395009168966,7.733870395550869,moderate,sandy,16.660381080510888,35.84819601225883,poor,cotton,11.2164288605558,seedling,16.66
+35.01466747772707,23.38679567219937,12.1993337165121,1.0506059764422615,high,peaty,32.64817766435726,20.998344968957152,moderate,rice,2.5378784750559085,flowering,1.67
+20.003756106120253,20.89594442045633,4.496841338513022,2.212306844193605,high,peaty,30.10782811263438,13.663212642598008,good,wheat,6.090840542196391,seedling,6.6
+19.187064556476745,56.6453551258313,5.288744601348407,1.6864658779497916,moderate,silty,33.7754979907059,26.54654847210333,poor,cotton,9.42626136293332,seedling,9.68
+17.614196008360008,30.54692942428113,6.508047572258586,1.9109236869449624,low,loamy,18.912449076341662,45.09931317049964,good,wheat,10.21985835064972,fruiting,12.18
+30.91075623859092,73.14754331717715,6.789060056731841,4.447314604177976,low,silty,39.78156564163646,24.65247134053889,moderate,wheat,10.43100951198476,seedling,13.93
+32.66189316217253,37.124196498194735,6.464441461017815,4.04643983345765,low,sandy,17.81371367571073,37.82520155133536,poor,maize,11.45182462317849,vegetative,15.24
+15.789653620641053,54.62808854365368,7.804283582933565,2.0231648314147908,moderate,peaty,33.18841204766942,46.02299478304524,poor,rice,4.678820089744114,vegetative,5.54
+38.40530615609224,35.813674949941515,12.310436754437848,8.940118164528242,moderate,peaty,17.278224771580042,16.772523253756088,poor,maize,5.82483188610605,fruiting,14.48
+16.29928209128681,63.87868685992996,12.37963309075932,6.538848186991242,high,sandy,12.64553199875024,34.3880692736768,poor,cotton,8.339109036564299,flowering,13.92
+28.53240838252676,29.284276750765518,12.07554043956853,8.16816978060804,moderate,silty,16.783417557161922,46.30636968311491,good,cotton,10.766180813758163,seedling,16.19
+32.72651298627291,21.84854822299842,1.9663101671890688,4.343944499698878,moderate,peaty,11.743721756899888,17.73652377556452,moderate,wheat,8.009665050539448,seedling,11.01
+36.77422809365214,24.090531048535773,12.095342647484804,4.692124146588111,low,loamy,9.518871230201606,49.54850455153489,moderate,soybean,4.720868850697556,seedling,8.22
+32.85217330331069,96.3406753212248,2.243650715555363,3.858590894830552,high,silty,17.738736758427056,24.603341193876528,poor,wheat,10.020183623324083,seedling,11.75
+35.04320207674479,31.382897488874868,2.308494665757741,4.94583950888642,moderate,loamy,10.13779649192347,18.70103240817635,poor,rice,11.0199015155033,fruiting,15.45
+23.486254813570152,76.67826025094682,14.244010188706932,6.493395361195483,moderate,clay,22.5815073537396,43.512778059331865,poor,soybean,2.083564374654132,flowering,8.31
+35.3706278436628,25.434096337826094,12.38126874823035,5.436856070562173,moderate,sandy,6.239427916681931,28.71635941285253,poor,soybean,2.050675621330385,flowering,7.22
+17.00287115961688,28.652828178814573,8.509951769586126,8.541253055696052,low,peaty,20.096471534865373,36.827127178201394,good,soybean,11.539996545569556,vegetative,19.87
+37.37041640151319,60.71010011274677,13.187067964929,9.10125251748842,low,sandy,38.53019324912803,29.584288563022085,moderate,cotton,7.56503133670486,fruiting,17.45
+28.689809403843405,57.18967441234749,14.845787317002012,5.227154680308393,moderate,sandy,17.559571922115943,35.74111191750738,moderate,rice,2.8827464758950487,vegetative,7.36
+35.43244424906234,96.12642475518956,9.354309966160775,3.1577318231378446,moderate,loamy,9.81744664271126,11.41475259987602,moderate,cotton,5.564509248710431,seedling,7.51
+26.307957112957503,95.586836241659,9.387027336232013,9.50673177513378,moderate,peaty,15.68188556274039,24.0072090612994,moderate,wheat,7.672620667370487,fruiting,16.65
+31.089442379913123,82.36869140339721,11.439191922818956,7.615347787458305,moderate,clay,32.694726966663055,36.29247437208164,good,wheat,8.252246314181331,fruiting,15.24
+28.160066523402836,68.16814641018797,3.866014809297325,6.761143774484919,high,sandy,15.978068356099806,24.031223281812167,poor,wheat,3.631653034909093,vegetative,8.45
+33.2897380438833,56.396825391440885,2.9233104920225905,7.708723602615783,high,loamy,18.422357793199808,41.03018480377175,moderate,wheat,10.400508751320269,seedling,15.19
+17.04074955076474,48.49428274627368,11.513920875218552,1.683836041572306,moderate,loamy,32.60752807838077,48.43538035726657,good,cotton,7.448986115219854,flowering,8.28
+16.508802099764097,95.76700375804444,5.501119527414484,1.6086369487390526,moderate,peaty,14.11961729552612,11.496457914222123,poor,soybean,7.2518710062848335,fruiting,7.92
+21.177580850253666,68.23270491397484,2.4585201664360428,2.3780858732288865,moderate,silty,21.740173813920663,44.21272620980188,poor,rice,7.409089360640794,seedling,8.23
+18.98861700282971,66.32580221487956,5.065727025807371,2.327058706964792,low,silty,7.210893521566142,16.762560699870562,moderate,maize,2.622558315736973,vegetative,4.72
+36.794589164805046,38.55208974151319,5.700234584181343,4.78603427364464,high,clay,11.092470380825212,46.69348376858245,poor,maize,9.5215165397879,seedling,11.75
+20.480349683951108,23.735825430809044,14.495801062832514,2.4166367405682774,moderate,loamy,12.330655810227768,47.871709843938085,poor,wheat,2.805613942636735,flowering,4.46
+39.39663139547828,95.61508638076356,10.620415810774888,8.690730798399368,high,silty,21.225355872432967,32.76718418468798,good,cotton,6.63250199439463,seedling,12.13
+23.422394794277672,45.09882070757232,8.197416602296142,6.202872378352232,high,sandy,33.734313297084185,29.160484859524512,poor,wheat,7.890638853289146,seedling,11.31
+19.55294789221748,55.4071218659567,14.548660510897772,4.314357067152263,moderate,clay,17.40785563118952,40.33999581236416,good,cotton,4.114796151903812,vegetative,7.27
+34.74246267856198,29.171195486856547,13.59552623687562,1.6266028440274038,low,sandy,18.317071526046632,46.72086047444254,poor,soybean,6.821579833554781,fruiting,8.38
+31.467694387521902,86.95394639274336,7.924012420905316,6.319250163632126,moderate,silty,15.535184282117193,19.297842882492915,good,rice,4.864434726983248,vegetative,10.04
+27.454892911328475,22.21054662847445,13.63235471296622,2.0487953853291367,moderate,loamy,16.217186915616313,25.297657672141018,poor,wheat,9.09617359410475,flowering,10.12
+28.88408877344078,86.71926096792772,6.3624175419085205,7.688982253623456,high,silty,19.122654013159995,26.701439796195217,good,rice,7.336341350033766,vegetative,13.45
+32.9800444568066,31.22280102303734,3.8410996476710575,8.224822870694393,low,clay,36.47911493404642,43.8328498885888,poor,soybean,2.9262054666110497,flowering,12.68
+20.711368533282467,90.92512901049216,3.8738335639202335,5.89578632163857,moderate,clay,5.853164572172689,15.476680840171683,good,maize,7.998733314644317,fruiting,13.46
+39.90834790141855,78.38181098689259,10.103575104410837,2.346425732267717,high,sandy,26.860486539870813,34.92176729024777,good,wheat,3.362619323800841,fruiting,3.91
+39.36982905366958,33.173621000584404,7.765519650255518,8.08176451366419,high,sandy,36.068901675814914,24.0376521415133,poor,maize,2.027497793211869,flowering,9.35
+31.258142158673422,65.26543942875745,10.054787281578978,3.7704501033340057,low,clay,19.59360313650624,45.42056501417308,poor,rice,3.4626186905330982,seedling,6.17
+19.988561273228623,45.01250514841756,10.448101481801464,3.0038782847811385,high,sandy,27.781976320956744,23.59163513809485,good,rice,2.0429684289753327,flowering,3.56
+32.00570606078229,34.25864791292668,0.8236816570169054,5.235009769165828,low,peaty,25.500010289690582,49.11785139307072,moderate,maize,11.879649362993597,seedling,15.83
+16.804960224479395,88.73457595288868,1.283574089044584,9.30381617244626,high,clay,16.85210234273843,10.62528436055587,moderate,soybean,8.338018936588142,flowering,17.48
+15.766312555145152,52.28182132057835,8.223827035573123,3.676359628670713,moderate,sandy,9.809624639553835,19.582144907867203,good,rice,8.255133799780113,seedling,10.75
+21.442072212780342,51.8834971492306,3.270014427521115,9.150206508753582,high,silty,12.686602751255052,28.292836529735887,moderate,cotton,11.332220470865096,flowering,20.01
+26.565573918482908,33.5909339845296,9.671739647664376,1.4828797786584509,moderate,loamy,7.010579693477387,20.25298331936788,good,rice,3.27538569361892,fruiting,3.38
+36.70681263520952,50.645254086862295,8.506693217974396,1.7517133451615212,moderate,peaty,31.765460872539144,39.49574044561589,good,rice,2.2763526307668758,vegetative,3.23
+33.1792267441577,89.72934770630802,8.993525196377924,7.287049226217222,moderate,peaty,23.648250158329542,42.5820587627635,moderate,cotton,8.825940039602248,fruiting,16.22
+33.56766302999952,49.05029683917087,4.885603007549655,2.71533395303358,low,loamy,32.4971750764813,37.900319781689866,moderate,rice,8.178344561815154,seedling,9.97
+25.637333361201883,96.12828499998304,9.777730841029502,3.849586148769629,moderate,loamy,15.156883141537817,48.815939332357615,poor,soybean,11.046866867854972,vegetative,13.53
+23.648374813674074,95.704711936671,12.527643229032831,2.2273568288252115,high,silty,33.16352487937772,28.241520061441044,poor,cotton,5.232024860443243,vegetative,5.67
+24.27596907461507,31.59189274458768,14.972033177087438,3.990234422192935,high,loamy,15.822153436181368,49.19079181507434,poor,rice,7.525028273588769,fruiting,10.25
+39.69123909340145,34.18490028181159,12.657443599497109,3.52413994503217,high,peaty,9.246688264825504,14.984425217995962,poor,cotton,7.646284537522099,vegetative,9.5
+16.002729785312063,89.01392562655113,8.583732015359239,7.627038750900852,high,silty,23.683375501202377,43.83778617012077,good,rice,4.56593346964439,vegetative,10.63
+36.675787403061214,51.42087351397754,3.3047290793593698,7.318210493701395,high,loamy,38.0853445372944,11.537651554311584,good,rice,5.600427209933206,fruiting,11.5
+29.466885214309837,20.349918582640747,10.380965203737404,9.59434458785529,high,silty,19.503791716120784,31.276662657134445,good,wheat,5.484270943867887,fruiting,14.37
+25.96538547973976,41.90974557642968,14.095979890590684,7.519795166557367,low,silty,23.038602885993114,29.37886451508245,poor,rice,10.44459235751535,flowering,18.96
+33.13144151037841,67.81031945564479,3.572064826118385,7.253359777192465,high,sandy,20.795129415830008,44.25198466929095,poor,wheat,5.7552076034843545,seedling,10.29
+27.16672353561757,83.94127727679745,4.211936497635367,7.247835001563866,moderate,loamy,21.01021805284412,38.02929760915923,good,rice,8.231176333162637,fruiting,15.5
+36.83558095204151,30.67108936746077,2.660623879468942,8.946707100833585,high,sandy,12.502435438657589,27.64226080986628,poor,soybean,5.738845162223217,seedling,11.3
+37.51754660028146,28.84330915333883,11.182463832582824,3.666130595879951,moderate,peaty,19.786882978428448,45.82686216058801,moderate,maize,2.848790250812133,seedling,5.18
+25.543023171836385,93.76741228578652,6.395141799643059,3.7008289827442384,moderate,silty,22.391533962943655,45.43477588634085,poor,wheat,11.257799377648094,vegetative,14.37
+21.920694930876287,80.0918694258066,1.409086763852569,7.670924287344431,low,peaty,31.07004651971679,10.98927333312381,good,maize,2.7869338754523456,seedling,8.54
+29.808758214834057,67.18236806224627,13.186774876609062,3.0583462343511467,moderate,silty,9.894114120115391,44.84074316893449,good,maize,2.100677310462455,fruiting,4.02
+37.80908364041727,81.53494319967425,8.586242618187217,9.20818003733173,low,loamy,25.006487125098975,31.06341426602733,moderate,soybean,4.711186986119389,flowering,15.5
+20.266554725141663,54.30834890453107,5.300867234005159,5.813035525781975,high,clay,28.17675932698187,43.55843330657908,moderate,soybean,4.7763487578495125,seedling,7.9
+30.57416458908707,80.67645978473013,5.487753152885906,3.701124352835486,moderate,loamy,18.397742972368786,17.252943841846935,poor,soybean,4.90260395668019,seedling,7.39
+30.78900550231301,49.744239301962864,4.708642692768148,7.984899367209842,moderate,silty,24.22075304794572,16.043820775170076,good,maize,10.01587443857876,fruiting,18.15
+33.327825560382024,39.52756579940819,7.104462499693306,3.8108856688776647,low,clay,29.87597180549708,38.88812582811807,moderate,rice,4.868976630565899,fruiting,8.96
+18.289192128181494,78.32107370343749,5.387104483078102,9.669504853646846,low,clay,21.278542390649083,21.01430780760377,poor,cotton,8.310574176380555,fruiting,18.41
+32.895624117052215,53.57378337258147,8.445221409023837,9.846902887524864,moderate,loamy,16.66728222420473,32.3536220602106,poor,soybean,2.0745273779586464,flowering,12.89
+37.72581301664103,98.51016834609558,11.716000157933768,7.001166177695765,moderate,peaty,33.864612786641004,37.55262155177738,good,wheat,10.924486288970025,vegetative,17.19
+19.492077721756047,47.95881458464808,10.279688609943417,2.022705007752063,moderate,loamy,39.6085908422648,34.41630035891808,poor,rice,4.599527383502226,flowering,6.37
+20.93858312309694,93.73819364248529,4.769624944934698,3.3688796493996325,low,silty,12.582244347811908,37.95861893643058,good,soybean,7.375489001987144,seedling,10.01
+39.28487735104099,94.63700388536635,8.1667446673268,5.638752659944498,moderate,peaty,36.128816158079566,34.81429131100202,good,soybean,7.68318140937219,fruiting,13.22
+19.524423817737244,39.348235765179695,12.681829318727637,8.663027050881833,high,silty,24.09001024408805,25.165121246590413,poor,soybean,4.399122773515726,fruiting,12.22
+36.35962733423948,83.85769452704108,1.4889904037695194,2.6639784724782576,moderate,peaty,20.67731418600892,13.61977662690849,poor,cotton,7.909873623493405,fruiting,9.87
+27.30694641120087,54.64596041156521,1.635310371310119,1.9396311311253909,moderate,sandy,36.26070993895161,44.2138059182641,moderate,rice,10.669113310752044,seedling,11.76
+21.180776860079423,93.40197817842784,8.564465986721425,1.6702973487013202,moderate,peaty,36.86186030754318,43.84032879552456,moderate,soybean,5.311399834099452,vegetative,6.37
+36.76874753181279,56.0099418108191,9.767169361652147,5.562708061240422,moderate,sandy,14.542986510718332,10.2271625014055,good,rice,11.336984894370405,seedling,14.9
+26.13263137506664,79.54429738698929,3.5654887287506094,8.96230872635235,moderate,silty,17.54302950430909,43.63461990480073,moderate,rice,4.346069339685858,flowering,14.38
+27.870433848242257,57.35739273310383,11.305691837027013,1.3812331837950311,moderate,loamy,34.8173484580006,16.039552242987426,moderate,maize,3.1790310753097657,fruiting,3.31
+23.98083423499414,38.22406045702849,9.870818967090548,2.9108938059418112,high,silty,22.17885855828381,23.314504122557462,poor,rice,5.496729501320578,fruiting,6.52
+29.823771285873185,35.948010315574905,13.887694389426152,7.239313142555515,low,loamy,15.08100430089295,26.53394566812601,moderate,cotton,10.925884384192267,seedling,16.65
+19.08809681462557,54.03449554050765,2.9498359269487824,8.432770916293439,low,sandy,38.67615734320613,37.18523395512819,good,cotton,3.613747675867324,seedling,10.09
+24.77703841629402,80.4395725611372,11.394926847691154,8.266595763692527,low,loamy,12.596332907786277,13.696619410922072,good,cotton,6.158558804722499,fruiting,14.86
+39.23530805838219,68.40571881446135,1.7128248134573718,8.065612515882979,moderate,silty,26.3618023845516,43.065823568538455,good,cotton,8.242787770749024,fruiting,16.13
+21.45333581752819,75.09034319204346,8.696739938009515,2.16819820732006,low,silty,19.977074707144105,47.709911451480174,poor,soybean,10.156748246643566,flowering,12.66
+31.418416613532305,42.5861080585554,8.502479522737614,4.575138239646266,moderate,silty,20.79555424480413,48.10783474525359,poor,rice,11.05083994028656,vegetative,14.67
+23.12975160561737,58.51482767660844,6.131583147377739,9.86270196548572,high,peaty,8.709586010868424,13.673520060758047,poor,maize,11.91857218444433,seedling,18.32
+34.33682814216502,23.55162119754616,12.746281641194225,9.899988144292792,low,silty,13.99984068832391,46.7752101428099,good,soybean,10.45270955671146,flowering,22.3
+18.271841517958745,85.40259327664965,0.5633743493971775,6.421846527587691,moderate,peaty,10.844898251221815,32.713155881660306,moderate,wheat,2.095016122182315,seedling,6.65
+39.24552612696362,99.19137297918996,8.042601327528551,7.383404842490208,high,clay,31.23687044934301,39.077142503334144,poor,soybean,5.929080453516843,vegetative,11.79
+26.34473853459098,52.55032500997367,3.6487264726102175,9.561554166567785,low,sandy,29.42105396530365,47.22386825996982,moderate,soybean,10.542556927965666,flowering,21.65
+20.9012615836616,20.877092250523468,11.280729977188276,5.049350751170894,low,clay,32.793638111232,36.439818263657145,moderate,soybean,11.760724187395166,seedling,15.68
+16.837418683250316,33.58341116407579,1.124477681438409,2.2318017209541394,moderate,clay,29.47420079288578,28.26957782717196,good,soybean,2.595202084543093,vegetative,3.57
+19.24394762718852,72.2021502200335,12.557542978632876,7.020539879644703,low,peaty,9.50486427155403,31.00447333478482,poor,maize,5.398598589957009,flowering,13.8
+27.994348713900443,68.96634545630874,12.652337287250797,9.640920744104712,high,peaty,39.25071930848945,37.38013916156588,good,cotton,8.508796998984444,seedling,14.94
+23.42507941078216,83.02917756684352,12.576557179850791,7.27485484479665,low,sandy,11.598088157046078,47.78795605023464,good,rice,6.087321233269583,vegetative,13.23
+35.72208414706523,40.310720876885455,2.712243637623713,8.22989014321364,moderate,sandy,17.265738397335497,45.592347922496366,good,cotton,3.5672883243693434,fruiting,11.47
+25.772188091545143,81.09055324377073,9.64089451913515,4.804739235735536,moderate,sandy,29.740704180985546,33.08269021263967,poor,maize,10.994718430720964,fruiting,14.65
+21.217856814690748,75.03872172189358,0.7083267081591493,1.86816838730366,low,silty,9.915712487736526,18.440410763117324,moderate,maize,5.042389719754271,vegetative,6.43
+30.42862466510075,45.82515981710746,12.795457573693398,2.5199387789656,low,silty,10.967717174921376,23.869164987385037,poor,soybean,4.557659506318103,fruiting,7.1
+32.669430422136145,63.63905184455696,10.983140305874995,9.843893464919294,low,sandy,35.68013004354603,24.47229993039711,good,soybean,7.716179620097394,fruiting,18.16
+19.176047697523742,31.781904679866138,8.201729098039163,5.438658852948588,high,peaty,16.620523251345716,21.56696135941302,good,rice,10.446954792880645,vegetative,14.18
+19.190480407207943,56.20516027484661,11.093575779900949,1.108185311595249,moderate,clay,28.295448591965776,39.869823364066406,good,soybean,6.766513324611253,vegetative,6.46
+15.916785673338577,90.49578716445129,1.867699401450697,9.598305526580564,low,sandy,35.05619721399577,43.43950406512003,moderate,rice,3.121534946936656,seedling,10.48
+33.41005037664101,53.69531038603127,8.165509566564417,5.480019207739477,moderate,sandy,39.062025514713824,22.793235767059738,good,maize,6.479654617449488,flowering,11.34
+31.595113190545128,87.16533651803375,4.723509131338459,8.526415584626537,moderate,clay,12.359999179778525,43.8450394619298,poor,rice,2.990021989401091,fruiting,10.81
+26.865771893745347,67.22026922077555,14.602982216733109,5.936123278332041,high,loamy,9.302483939809813,39.37749631518638,moderate,rice,3.738641340110937,flowering,8.47
+36.10426122422993,35.35013704818854,12.928210284046576,1.9153205530728497,moderate,sandy,30.925793103799805,27.644659185381503,poor,wheat,6.363257699698986,seedling,7.27
+35.14175382375133,66.48849957583171,11.132497589592663,6.54012623918752,high,sandy,11.587063890746716,37.94652119643551,poor,soybean,3.144245522847809,vegetative,7.95
+29.6338591099188,60.47866633256508,14.039340711121111,9.976602486876484,moderate,silty,25.30665709416792,40.77353245137118,poor,cotton,8.700906882173122,vegetative,17.78
+36.70678201283147,51.89130681571072,5.529227916199369,1.3126400438134875,high,clay,23.64258085531364,32.441244170794135,moderate,wheat,7.43862572740133,fruiting,6.91
+20.146030250919207,29.570435161285623,13.562758535328628,8.576147777635397,low,sandy,24.59731550835661,27.724535571058908,good,wheat,5.432503725709395,seedling,12.15
+17.7979904849432,53.33669310777839,5.2159543655473,3.1193271608568844,low,sandy,27.742749411853552,14.068577876877914,good,wheat,3.5906308719253524,fruiting,6.64
+21.74374028792474,25.820990099170167,11.12555243552172,4.544796004409671,high,loamy,34.781222660726314,10.054786844779256,moderate,cotton,7.130177211035281,seedling,9.41
+16.427171402232872,27.901524111900105,11.178045220758513,4.354385605956058,high,clay,14.513632884559737,47.49005242330566,poor,cotton,9.983616696145296,vegetative,12.7
+28.2792382000258,53.27332263461728,0.7660732085843553,9.089174748422076,moderate,sandy,24.43351683222948,20.699391164459968,poor,wheat,9.492809888177042,flowering,19.67
+38.41514230737404,44.4305185574771,5.73536562503383,5.540375699486543,moderate,loamy,16.78397590773059,36.51936082333937,good,maize,11.724485973896655,fruiting,16.51
+15.98358851671274,94.04354606897788,0.7817737499232194,5.024568581509848,moderate,sandy,16.15569152240252,47.7344463400521,good,wheat,7.003556039012901,seedling,10.41
+18.052747850250668,50.05646443042164,14.957834255348605,8.362225979530987,low,peaty,5.714684251060483,42.73165113516327,poor,rice,8.315068208201463,vegetative,16.66
+26.30497570708588,80.62864976576802,2.271853046523951,1.44016420874453,low,loamy,25.979085504759944,14.903312169974976,moderate,rice,4.435708723736227,fruiting,5.96
+38.34687543819762,62.41980210929942,8.370757986897587,1.778106835857014,low,peaty,39.037694592694415,42.07649801781365,moderate,cotton,9.71898444093523,seedling,11.05
+22.90390262441876,76.32685349138683,11.96306546205824,1.1951997118866036,moderate,sandy,31.643971512581928,39.05572395904048,moderate,rice,7.000565676427012,seedling,7.01
+27.68087021720981,40.809278641231934,3.418322232782941,7.191846136067956,moderate,loamy,13.497777037482804,23.17588410748927,good,soybean,6.726212697874016,vegetative,13.36
+16.0393214762598,95.35239782706633,7.533263687384354,5.730545233712631,low,clay,30.064368728269955,37.58407193402689,poor,soybean,4.988070421860947,seedling,9.34
+18.70858002405222,62.40707975315392,9.307717033356688,8.884199132814544,high,silty,15.405691159295989,43.0354890259938,good,wheat,5.182608216889882,seedling,10.78
+39.665753073971175,86.50592570281998,2.822968938735408,5.486796126753451,low,sandy,31.377727302300663,21.65687635478898,moderate,soybean,4.075066123753286,vegetative,9.32
+39.127967410901135,49.20365547808908,11.789054168717309,2.9963761548579475,moderate,loamy,34.92263275435839,44.76117098723192,good,soybean,11.455107973526486,flowering,13.43
+15.12349952336024,28.016907924041963,4.840378629245797,8.246326357939745,high,peaty,16.70153088243476,13.152575362563024,poor,wheat,4.379626229395307,seedling,9.55
+38.79529463558097,73.8969318176679,3.5598346069131845,3.6489146880936056,low,loamy,5.076537864652031,31.098178169250225,good,soybean,2.385908872324156,fruiting,6.04
+30.97799844538751,20.62077186699396,8.595186823342544,9.421208039369882,low,clay,15.67561149337568,19.32878625842197,good,maize,6.225856018258005,seedling,13.42
+36.69795736300056,58.02343812524066,6.4495476008226,3.253814990670164,moderate,loamy,12.204973241283524,39.12041978140307,moderate,soybean,11.685365638141286,seedling,13.37
+26.36849639084648,35.42415221331674,13.844146197228058,2.5094858758325813,moderate,peaty,26.651510338960875,16.99463965713211,good,cotton,2.3035454527212087,fruiting,3.95
+27.889900714481257,70.19004035482897,13.260909123873232,5.439915923596191,moderate,sandy,15.152550922084815,23.658151566883166,poor,maize,4.58257218855912,seedling,8.1
+27.221164506423005,98.35358985102818,7.508584619138807,1.4546360617321898,moderate,peaty,6.261620434578559,15.095430271788588,poor,wheat,4.505708413557011,seedling,4.78
+31.67160643865261,57.15223250565168,5.709324733521164,1.3277055563435587,high,peaty,23.59671026405139,42.4765895582204,poor,wheat,7.325067621647097,fruiting,6.7
+18.49128136890782,85.39986052205333,5.2200107336533454,5.464130907299122,low,peaty,35.61399862532252,15.290991359649793,poor,maize,9.564907141488488,flowering,15.99
+15.749339746816949,60.62273495608969,4.379672534681857,2.9359619271530883,high,silty,20.796865502480205,38.92606423950934,poor,wheat,6.140920975963973,vegetative,7.56
+22.69824853977977,59.66720248832193,8.39594387883092,1.0841737455566318,low,sandy,18.170411478031703,38.28920871828935,good,cotton,5.287928761275895,vegetative,5.91
+32.61701906841617,94.43387945430224,12.17218976865088,3.664512202883695,moderate,silty,11.248070372973409,15.694735486463935,poor,rice,4.849449301924794,flowering,8.35
+20.04633630307371,91.19726949973452,5.005970818951588,5.296306184619327,low,loamy,18.55837908021571,32.64204305406913,poor,rice,11.175775829648632,vegetative,16.29
+31.83581083312293,82.86403721503795,3.256364300477182,4.548598313143808,moderate,sandy,16.582163792967528,29.87517273250013,moderate,wheat,11.406252290531524,flowering,15.8
+39.24780115268176,43.70046026534273,7.394515189657659,2.219225195443808,high,sandy,39.8223040074186,33.780182759299024,poor,cotton,7.797271728164507,flowering,8.53
+17.34751789473546,63.60067325791525,1.5009990435661646,6.217073450487798,low,loamy,6.066432677678368,47.48910530054153,good,wheat,10.807563562552057,vegetative,16.83
+31.81505295562816,37.9117786644548,10.668545588880749,7.392996920328733,moderate,loamy,13.359693207660314,13.221480897414075,good,rice,11.876979697048242,seedling,17.35
+26.09375548261428,55.51333584372318,8.016194861378036,7.079852459469658,moderate,peaty,7.402014743193849,42.820149214893874,poor,cotton,7.657878451961999,fruiting,14.62
+36.703556359437634,58.73704526078325,7.697434715606385,4.543857291549452,low,sandy,35.009640903841714,44.48429847789667,moderate,wheat,4.977376808871528,vegetative,9.31
+19.428744736184647,86.53120321354648,4.856458003475326,2.238365360540026,high,clay,19.605829049881606,15.050963613169053,poor,soybean,5.360420296712244,fruiting,6.15
+32.315648805654114,91.68226922599943,13.617764844210182,5.495380961416505,high,peaty,32.869441409701466,36.2442455343669,good,rice,8.123513436326952,vegetative,12.05
+35.95288224120276,53.16960499171823,1.8120512318185145,9.013885794433744,high,sandy,29.225393310959785,38.08492591556568,poor,rice,5.810943962928244,flowering,14.62
+38.61535548685058,21.41635560585897,13.112448128861956,5.218505640471095,moderate,loamy,37.48110533506254,31.94665130072803,good,cotton,7.0992535017167775,vegetative,11.15
+32.081200707241145,88.94190718314837,5.962225435030878,2.7611294476742887,moderate,loamy,5.831748461096264,30.11719833169326,moderate,soybean,4.297130762395671,flowering,6.39
+27.42936910021068,33.942294280108854,13.269040981637824,1.8374797278435733,moderate,clay,12.257069188459646,22.71273704500983,good,soybean,11.936345431539255,vegetative,13.25
+30.446181005030347,69.75055711123147,11.067041145819562,9.495339742889916,moderate,sandy,29.571147734637048,37.56326345051605,good,maize,3.919705491735093,flowering,13.74
+36.72262461196796,21.997672034730492,2.0104755365995555,7.687084679892234,moderate,silty,25.482832511005054,21.421866322225128,poor,rice,11.14024358629974,flowering,19.3
+29.265243665970743,51.96051802084514,12.557276154385628,3.816702754304341,high,peaty,29.31310874724696,28.40092748148416,moderate,maize,10.689114906177702,vegetative,12.56
+15.75967649242092,98.876824169228,10.391564088642824,3.65817165584657,high,sandy,25.141790359219428,44.294766692681264,good,soybean,10.103919861501016,flowering,12.17
+38.273717387674445,28.055488088304248,0.9683777372725526,9.056966380503376,high,silty,25.33574247192177,13.581600524250296,good,cotton,11.370499564642694,seedling,17.17
+32.23816877578903,53.89545215997138,2.4386888905902144,2.59811411328686,moderate,loamy,37.640090944696105,31.13481027875681,good,wheat,10.05727076932352,vegetative,11.94
+31.912834644431165,44.57199601519618,9.71660680961758,5.815335606908901,moderate,loamy,37.24522813699964,29.44296242084,poor,wheat,5.525323508647467,vegetative,10.6
+20.39187880994293,92.40704987106116,10.107707291764132,7.421538476613712,high,silty,6.329883602749042,25.13925592347809,poor,rice,3.695737840978588,vegetative,9.41
+31.47213675581643,89.54720863258841,11.326445776145128,4.567513167691207,moderate,silty,19.478398574111765,33.901187713531634,good,soybean,7.038018484306263,flowering,10.77
+24.846610141353963,39.0159008244983,10.943558311237238,1.359121082887797,moderate,clay,22.869971761599853,10.62506006825826,good,maize,2.0545491717068014,seedling,2.01
+31.280824426037302,26.495022964034494,10.063039342714347,3.049829323475694,moderate,sandy,17.526656700609298,29.698782998007832,good,cotton,11.489153434366516,seedling,13.48
+17.664825757699766,70.1710715248894,11.610464075323126,9.116273236981364,high,loamy,6.734544689684126,29.427621617270376,good,wheat,10.561639077152792,seedling,16.52
+31.4461326150759,46.90949695069678,8.838742735439407,5.7080707015559895,moderate,peaty,21.53044172042748,30.644491665692307,good,wheat,10.210625235499776,fruiting,15.21
+39.985343144266665,73.76675124848504,4.281475090104596,8.338971218391727,moderate,loamy,39.149373309563046,18.497610252685416,moderate,wheat,5.573069294202017,fruiting,13.76
+16.2053009715139,22.56958048542516,13.729460899095416,6.001169885115556,high,sandy,7.527394819816699,18.30386002283768,poor,maize,3.14819503992016,vegetative,7.42
+39.429354605532936,30.67193881419915,0.76410344851368,9.49241886141073,moderate,silty,33.58374492965969,35.88810233049564,moderate,rice,9.111175271726085,flowering,19.56
+25.172699018071768,74.90977862181147,5.8151449381366085,9.182206680011609,moderate,clay,11.847839915769573,13.709100235598957,moderate,rice,8.48130866310391,fruiting,17.14
+36.76883625843148,36.98965242419982,11.068619249908869,5.345992378093618,moderate,loamy,25.18782302339671,22.236860903110237,poor,cotton,10.232685479497366,seedling,13.76
+34.55963710145684,88.60701406099213,6.693762596670277,3.864466228927145,moderate,clay,18.546074635753023,43.2326370614235,good,maize,7.0944448901711015,vegetative,9.77
+29.17540652466669,24.687271016810836,0.8600989084602075,6.415019086110492,low,silty,17.215288944574958,14.150550832528598,poor,rice,3.513738463985044,vegetative,9.85
+33.46123023128317,37.23855862284597,1.4567230951850911,7.073989135025262,moderate,sandy,35.46447613062781,28.722639574107088,moderate,soybean,10.17752101132639,seedling,15.1
+36.962889032533695,99.88481987880547,9.905241852505185,5.485195830705684,moderate,loamy,39.07161632152559,36.745229911781216,good,maize,9.022970147282978,vegetative,13.4
+25.103508041275823,54.64608820694341,14.490536691376846,8.40054898985585,moderate,sandy,18.5333491800398,15.665774441907434,moderate,wheat,11.579479206548209,seedling,17.51
+23.175829039080966,76.23725308357149,8.502022719600234,2.649956696063945,high,peaty,27.415518045975592,22.49851456185979,poor,wheat,2.897746468361565,flowering,4.04
+31.689834639089614,34.613043908561096,7.847988361344651,4.009706475616291,moderate,sandy,24.47448123160784,32.35024723192909,moderate,maize,7.8677412364418675,vegetative,11.26
+35.19614854853147,68.78949879884303,5.115715589315875,7.177387216298077,high,silty,7.692256065086795,23.08911419586973,good,maize,8.364791941322501,vegetative,13.77
+34.057128369415395,78.08848546955348,4.222014771057916,3.2201547884880157,moderate,silty,6.440631207996084,14.397511116711115,moderate,maize,11.998979189279584,fruiting,14.65
+34.94534122146587,45.15813086932084,0.8042822354661283,4.958602702152705,moderate,peaty,32.06917250246097,19.29625448365596,poor,wheat,10.324554640269804,flowering,14.61
+25.889582870323324,86.31176895807022,4.457845580786832,9.673601919654637,low,sandy,18.808698911257228,14.37661380059986,moderate,cotton,5.125605280498158,flowering,16.53
+35.445855404375536,68.27340627778267,7.01210139254616,6.632883754179167,low,silty,15.765095040599997,49.34222852183208,good,rice,6.727931997774433,flowering,14.21
+18.00522638426521,51.12984076920242,3.3702718542097774,9.541515111770131,high,silty,39.49539681976815,19.425944152522675,good,maize,5.575051355075175,seedling,11.99
+28.61222744902124,64.61139146745268,1.7665458329807238,7.501972629237183,low,silty,7.983049938334288,31.22215882521521,poor,rice,11.178520856931533,flowering,20.15
+15.14396651245304,66.14086779487394,10.907054075191738,7.522000927004556,high,silty,14.417189313361872,27.14087639873573,good,soybean,7.241237700772025,seedling,11.71
+23.11464574750676,33.24282341550928,13.471993901486972,6.32671456321185,low,clay,34.98805854008759,32.78054385663981,moderate,rice,11.017952248278926,vegetative,16.96
+24.161538371784943,52.21858958935729,14.083195010462742,2.2798773533325414,high,loamy,19.52495652864208,29.92364447947207,good,rice,5.619430353938627,seedling,6.0
+24.904317290231383,47.47444704155945,9.460981563206346,5.67742861797659,moderate,clay,25.448648454080523,39.08647362673808,poor,soybean,3.797551274450592,flowering,9.37
+32.38668016724655,52.07221780633009,1.2652314476895865,3.273995804531239,moderate,silty,6.693376100608687,44.9205558819275,poor,soybean,7.415183401299901,fruiting,9.77
+24.713952531758643,80.88884707882063,11.242508134445714,9.988052989161522,low,sandy,37.21021663823596,21.41197549158676,good,maize,11.87143683754468,fruiting,22.67
+26.217340565563266,58.60307259733381,2.0963819262973526,3.402657460910985,moderate,clay,9.79215534933574,17.344270620972637,poor,soybean,8.284766032048683,flowering,11.49
+20.938603271858184,95.22529225914114,10.211347706473449,3.0761725911530364,low,peaty,12.467813366603586,49.37359390723604,poor,soybean,2.550215604406734,flowering,5.87
+24.3312947907335,43.49411306867489,11.800804618344198,6.614948396116401,moderate,loamy,10.487867544739332,44.6428983974119,poor,wheat,2.337600618322921,vegetative,7.9
+20.681740681578788,53.25628626279432,11.025038306983856,5.598539318976672,moderate,sandy,22.412519212555463,24.556731451851302,moderate,rice,6.296555688077365,vegetative,10.79
+16.829898094211092,82.95654483832331,14.302315183536392,1.1921762192906271,moderate,clay,33.58988550731887,45.79147226291917,poor,cotton,2.3734058711914745,flowering,2.1
+30.086214834534445,63.68196746566002,11.203121124777152,2.165798610932229,high,loamy,14.342298734969177,36.82185245412057,poor,rice,3.045625778481619,fruiting,3.5
+31.705319963875407,63.76225171395582,10.551541780736224,8.299386476447612,moderate,clay,9.981215443871545,27.496825600429524,poor,cotton,9.534439751970442,flowering,18.37
+30.487258650240364,24.26721304041468,4.2952759966549845,5.353227596328045,low,peaty,19.347257182294047,44.93687807784206,moderate,soybean,9.582629394798262,seedling,13.49
+26.58735109501431,51.88797301747647,13.909145953320577,2.3141369334071293,moderate,silty,39.35792791183583,37.01130874532791,moderate,wheat,3.846967905613205,vegetative,5.49
+24.494644504480743,41.6586985937386,3.10338612651542,5.1871830655216025,high,peaty,5.387032758836751,43.05804891429146,good,rice,10.511095484252111,vegetative,14.0
+36.58334123929564,99.94680982648924,13.621000866360331,3.278341747741633,low,silty,22.63992835072548,26.710389722092145,good,rice,3.755724828864494,fruiting,7.04
+27.97704462840545,44.66840565058482,5.0336068785157,3.0123231500110936,moderate,loamy,28.427884412173157,41.94861811135289,good,cotton,9.642436999461369,flowering,11.75
+26.97954694074328,90.75972278350908,2.3873721112261967,9.61952748800594,low,clay,33.23522642735765,24.677077567762367,good,maize,8.024146099905078,seedling,15.7
+15.641051645160893,74.0986988032382,12.486903895431976,4.2582207417196685,low,clay,31.11667900178003,39.40316346002867,poor,rice,10.564842537728104,fruiting,14.71
+23.53119569065391,47.273312735367234,0.5361840772120225,1.4178799420510522,moderate,peaty,7.60496749790966,27.42122167384992,poor,soybean,9.53400105523286,fruiting,9.79
+24.504890469646423,63.482750269929895,12.565280606372044,9.732940053735724,moderate,sandy,21.165465576931748,26.2077841927098,good,cotton,2.003310960195501,flowering,12.59
+24.97056952242251,87.2428703959355,4.303521709666651,8.15355617294942,moderate,loamy,7.756235279362331,41.8653179548611,good,rice,2.60741764184967,fruiting,10.49
+29.504309230683305,90.66946384247296,13.32845845495651,3.2897197590774265,moderate,silty,26.69493626443672,15.001471261757109,good,maize,2.321737299046246,vegetative,4.29
+28.34006366817196,32.83151000049162,10.526448142502897,4.6800265123485225,low,loamy,7.696104220297892,47.12836085962372,good,rice,10.335326701841458,flowering,15.39
+30.19762731983612,47.16585129665357,10.159658326333556,8.760606171356155,moderate,peaty,6.694518276115369,30.347229292247263,poor,cotton,7.959324307572952,fruiting,16.98
+34.1220815385532,46.81785441708573,5.797133665890229,4.216721673909468,moderate,clay,15.7109850550023,35.44297594964098,good,maize,11.680017645444098,fruiting,14.81
+35.324643467902334,23.36358368607557,1.3613431214161793,6.10663637805939,moderate,silty,37.85911404849837,26.21045971439817,good,wheat,5.884878696059863,vegetative,10.91
+32.95307690566236,67.85902078815172,12.53605992398087,5.813711826981514,low,silty,29.84987870360658,35.83498597917066,poor,rice,3.788636028038594,fruiting,10.15
+38.88809239887337,88.38560423937504,2.978105030059656,4.611650937659197,moderate,silty,5.140909426235795,38.39405799239476,poor,maize,5.400375691714041,fruiting,9.0
+15.45581456690904,50.52595102604143,5.897750307473907,6.755517116323445,moderate,silty,14.965480121621434,44.73909341988021,poor,soybean,4.706949260792081,fruiting,10.77
+19.89444964208865,79.20287559873415,9.205142939881686,5.259616635716977,low,loamy,5.612426341365644,44.17514858349632,good,cotton,10.48556727334702,vegetative,15.59
+15.189071874453552,70.21603308805919,7.492679209129014,1.1910744250657554,moderate,loamy,15.30088295500854,24.312588001615858,poor,maize,4.660041548863754,seedling,4.42
+31.186867853865078,50.051898839440064,3.380579209984112,8.329447968831438,moderate,peaty,28.99222616076722,34.63411483892418,good,cotton,3.334295563350248,seedling,9.16
+37.45076372374968,31.28478395938377,2.5389371747931166,2.018402044783474,low,clay,31.59225350882443,41.22309193571909,poor,wheat,5.329946997204383,seedling,6.62
+21.08705741440748,76.74590822207739,2.287070947629214,5.176809378022271,moderate,clay,33.14377327084739,40.5945396040753,poor,cotton,9.977318089972108,fruiting,14.44
+38.17586361990767,88.36521351529923,13.013614281738414,6.219107118347474,moderate,loamy,36.8496533871877,45.63725795582251,poor,wheat,6.006891279517218,flowering,12.04
+16.50668475723902,74.86835939211934,0.9576134613893376,7.349554487739617,high,peaty,17.802763228391814,43.27774158122055,poor,rice,8.151515253991626,seedling,12.56
+38.36090067013786,21.430278722785445,14.666706764198468,4.697168817591545,moderate,sandy,35.19092009345432,38.71423704884708,good,rice,4.054751761342828,flowering,7.91
+23.790567180990863,37.2986315512793,3.378666010588504,7.619936383274783,moderate,silty,30.46840551920393,39.95420939658109,moderate,rice,2.753637985003192,fruiting,10.47
+17.53552071123041,25.558398790682556,2.099673304746633,2.182150762467132,low,clay,23.821454706687938,42.29775025686036,good,soybean,4.340223714593051,vegetative,6.29
+27.146793979658145,65.63088796609814,8.86608899426353,6.881009934437012,high,silty,38.412076606967965,43.51554042609461,good,rice,10.19821127756012,flowering,16.41
+21.4194141930127,80.518214307233,1.6597963901401012,8.437050348271327,high,clay,38.17093265004205,24.106761149471904,good,soybean,8.880232888278602,fruiting,16.3
+22.12182254904807,28.846334965492755,9.235572315872126,9.00499575553751,low,sandy,36.41614983279712,41.27242935344788,good,soybean,2.82161150316218,seedling,9.75
+22.682249123157163,87.06702564747081,12.83408634979739,6.216098463585003,low,clay,12.077956272545336,47.96835945229593,poor,wheat,4.147398956098536,seedling,9.02
+35.075647445816585,64.44071827163866,1.19452131127766,3.816056782675336,moderate,sandy,12.27603621190908,19.318535530845352,poor,rice,4.315410627674927,fruiting,6.95
+28.47903191688136,75.197520971338,12.09809476566389,2.4702086054226378,moderate,clay,36.53510331033819,11.929398335941425,good,soybean,4.818155502213093,fruiting,5.95
+22.78269247890009,97.7121478886917,6.219922894240721,4.110028775897003,low,loamy,18.926960281529645,12.895851658376396,good,cotton,8.599389254420075,flowering,13.11
+30.25834458277296,26.694479059815784,2.812614190552545,5.859769358389958,moderate,silty,32.9105491068732,18.66872721495103,moderate,wheat,3.650763797173063,seedling,7.27
+32.90376685557984,92.09792183822314,3.0533989638781565,2.7669720159240447,moderate,peaty,29.042921695645127,46.79161466441584,moderate,rice,3.1809156535565712,fruiting,5.61
+21.815600018338344,30.088215678992743,13.82208588356628,9.572634151237835,moderate,peaty,31.682487734751128,15.071843355339787,good,soybean,7.123870580113269,fruiting,17.08
+25.33872753813379,51.43670453093458,2.1037834031396345,9.074218859856185,moderate,clay,5.919584148056093,39.904121774232735,moderate,soybean,5.270065577998467,seedling,12.01
+18.04715233342369,88.11509570648914,13.068350413177027,1.2966147537888812,moderate,peaty,20.04849911097361,44.68175324475618,good,wheat,4.22004097915079,vegetative,4.48
+19.52873373836701,92.50033893902946,8.391547004262412,6.057656184073499,high,silty,34.99827270187094,45.100840875350265,poor,wheat,3.740928859295318,seedling,7.3
+32.02794634912457,60.50973388361163,1.0663145928383666,8.103779112219518,moderate,loamy,22.147397548692744,26.669943396448996,poor,wheat,4.611797160224894,fruiting,12.43
+19.535958692390672,67.52837106203401,7.234904112901406,3.208527639406063,moderate,loamy,29.154687143051596,29.810469399292327,moderate,rice,2.3847282626175854,seedling,4.47
+28.129084591676506,76.65178676788457,12.35301795990636,5.715066091534695,high,sandy,31.458316603063498,22.929954226576758,poor,soybean,5.120712504345033,seedling,8.28
+32.72615654306082,86.62069347621713,11.029940420766955,4.653926941684411,low,peaty,9.22654331752971,15.893775595072428,poor,cotton,5.832355067103503,flowering,11.28
+17.671923077368596,29.72089356301329,7.587345056428409,2.768916377962688,high,silty,10.451094888683109,18.486850994936614,poor,cotton,4.257296889319994,flowering,5.67
+29.182805490722583,84.8055446583382,12.970723255595146,6.532636454882404,high,peaty,30.359376624435832,15.391405682880103,poor,cotton,8.452619154187463,fruiting,13.91
+21.41406959253409,58.50209204092934,2.2452890458133306,9.943229578661478,moderate,silty,6.909969251861755,26.30089072669103,poor,wheat,10.5881796336562,seedling,18.14
+39.0731718809395,56.04987400865352,13.69414527418935,4.287585342519503,low,sandy,16.966336153407973,16.813823335954595,poor,wheat,9.388335229192878,seedling,12.5
+27.08864116799812,53.91198015975986,12.773397523008558,5.971411074380202,high,peaty,37.132925840814245,26.136030505889742,moderate,wheat,3.9856374663042606,vegetative,8.21
+35.14981374437895,60.73692681968341,10.770013972029922,3.950692134593505,moderate,loamy,25.10245450010343,44.04756514959999,good,rice,3.3066873050608727,fruiting,6.42
+28.755663553906544,95.60404427156828,12.359372260866865,8.892537551222471,low,sandy,36.86674931724856,36.18062512708204,poor,soybean,11.243761946826876,fruiting,20.92
+16.085313321370478,63.85630182337213,8.385324849218657,8.781424303813239,high,peaty,15.82957580160732,36.5100712038258,poor,cotton,6.544109717449976,fruiting,14.24
+30.82878438985056,96.25420306105114,10.28985522191617,2.6089604915317324,moderate,loamy,27.28192431979839,42.47464309150117,moderate,soybean,10.641331244830742,vegetative,12.55
+38.78508355516642,34.42321044925124,8.628672025262794,9.099539868142546,moderate,loamy,15.035997033466094,11.64774029227885,moderate,cotton,8.517149796499133,fruiting,17.77
+30.04029550365828,77.93087830661065,5.653713692365265,2.363578399504604,moderate,silty,8.889262910122643,41.78043579108214,poor,soybean,9.301970055792054,seedling,10.16
+35.47972148566976,84.97916308869978,8.748481561737075,1.858959636628008,moderate,loamy,39.67433600877502,17.85395368565105,poor,wheat,3.948539587631384,seedling,4.38
+37.1051615837102,74.33030650678896,4.233247321712923,6.876411541313787,moderate,clay,11.16812523080019,23.83707618411169,poor,rice,9.930879260421207,fruiting,16.72
+20.701994298723317,68.55378241812323,6.884047977191386,4.473136952829055,low,peaty,11.596889419812246,22.321712942160744,good,cotton,6.032878888815398,seedling,9.38
+20.301120997705667,65.18502248689458,4.571243405273527,5.7766653411568365,moderate,peaty,34.4671429120143,14.226221916209436,moderate,maize,5.6969401864377005,fruiting,10.84
+30.274524721274798,88.87443860629568,2.2818729471901404,6.8731370374371705,moderate,silty,33.07829448807426,16.94839683870889,poor,cotton,8.160065123476167,fruiting,14.35
+25.27571174516762,85.73172777316,5.166996917653639,1.475535140136864,high,loamy,39.22404525329811,48.25388787572686,good,rice,4.769390110708184,vegetative,4.52
+35.99653257166801,29.78309769444796,12.853814663679174,3.6365785398189407,moderate,silty,7.511040540600497,34.010890271952334,good,soybean,4.696859663365904,flowering,7.9
+37.50057808495028,87.88701256247025,6.025671174313433,5.148156805919804,moderate,clay,8.294395744160996,28.95887045177894,poor,cotton,2.784584881920293,fruiting,7.03
+23.83553448256795,53.1254895552354,11.346052910048602,3.3992866882533868,low,silty,20.704989828269195,40.31179130098468,good,soybean,5.963057184680944,fruiting,9.58
+20.92176397436205,40.295746399664864,3.0403688864533382,1.4407424585696886,high,peaty,25.711160101572023,42.549575028451095,poor,wheat,8.10131456573767,flowering,7.68
+34.51313788109655,89.58148544111407,6.654077807930803,1.7800891590794805,moderate,silty,6.33102140308578,14.410514156221868,good,rice,4.640515763508659,vegetative,5.77
+21.870150888703403,54.56198397069933,2.16541300536006,8.215730818783602,moderate,peaty,10.543642860587912,39.63621661856419,good,rice,10.948592023407134,vegetative,17.9
+35.56535796284196,84.66917521414533,2.5100054188286007,9.202480832916336,high,sandy,29.616741195390237,47.29586153952836,poor,cotton,11.7529046681632,fruiting,19.86
+25.59345634121907,41.07228895646756,9.452827508406004,2.37009972187404,high,clay,28.39889207441609,33.41744327076761,good,soybean,3.454762978000698,fruiting,4.28
+31.68874748228676,20.314345713777424,9.30848635301066,3.2433576156233714,moderate,clay,8.139017125569655,34.56627805951988,poor,maize,7.2520830124562226,flowering,9.61
+17.388382845866705,59.636735432235554,3.5938926566455023,6.870244642579626,moderate,peaty,37.6083164815341,44.81629160409232,poor,soybean,5.017620080889736,flowering,11.57
+30.596483116914325,28.01826053143074,7.37913631718758,9.588445984832024,high,sandy,13.9167331761925,37.17930237567455,poor,soybean,5.935461497081434,vegetative,13.68
+26.294191968430727,80.35007644199277,13.017939421180245,3.69630738219944,high,loamy,36.05307262670178,49.810700466507335,moderate,soybean,6.434263381720099,seedling,8.09
+29.66521157938685,42.08601088555283,3.0259218758090016,8.696922636124011,moderate,silty,37.30458596972212,21.307745440924123,poor,soybean,6.507383614238005,vegetative,13.98
+19.200355193621583,55.4916517282783,0.7785527295659651,5.554221800053388,moderate,loamy,22.152439870570973,43.8192231173736,good,soybean,5.774788325563883,seedling,9.16
+33.42184362360455,26.96268520732434,9.953929539621798,9.609027751727025,low,sandy,19.41882780596241,34.49636883508735,poor,cotton,5.570533342759386,flowering,16.75
+36.56992693858072,42.93273987578021,1.2757240172859323,2.226327961853721,moderate,clay,14.734796869483494,24.629421623438827,moderate,cotton,2.770945724605742,fruiting,4.19
+20.418495002269392,82.51921946068576,14.709133459300466,9.763051583871878,moderate,loamy,33.25836995689944,45.32238682363592,good,maize,5.884399143294123,flowering,16.88
+17.392863888004044,32.12703295218556,9.339494115083774,4.968807650465572,moderate,sandy,11.88060023092474,49.84985024439994,poor,rice,11.884936531036386,fruiting,16.4
+15.59096465115841,71.7727648901566,7.320747116237598,9.576445513836356,moderate,clay,26.77435987503611,12.313974753018751,poor,rice,6.584523371469345,fruiting,15.66
+31.04928751108165,93.3940682243601,6.734891830352448,5.128211953463673,low,loamy,24.849691692618386,47.02091026665173,moderate,maize,5.702147626070053,flowering,11.5
+30.17735090221952,74.38694078061762,8.809524548495505,5.770739207085203,low,clay,13.711324567043256,18.124440105096795,poor,soybean,9.612062317582456,fruiting,15.92
+28.66743531785175,84.88173514337815,1.814054332443116,8.24297508799589,moderate,peaty,39.406650971931086,18.207520876259963,good,wheat,10.90177506465744,fruiting,19.1
+20.798677402899383,28.717730344313264,13.985276352882687,7.503656506654546,moderate,clay,34.62134690785111,11.670243677504226,moderate,cotton,8.62406746744949,fruiting,16.17
+24.77264989763787,40.05854608016436,9.571809994002228,6.576429883755569,moderate,clay,5.718494947359874,46.88750935686635,good,maize,5.601585236363296,seedling,10.19
+29.861908379654324,91.56310817924728,3.1676882153581776,4.752820212306004,high,sandy,19.778834837538504,40.37592155793486,moderate,rice,6.040441256651899,seedling,8.35
+27.419171471479235,77.20844908944713,8.657425279587612,8.131945306596453,moderate,sandy,17.564017474703476,12.137967488238406,poor,soybean,6.18513980931399,vegetative,12.9
+39.69463800537218,71.1643061101849,2.4322193345786687,9.534054999603883,moderate,silty,35.89832407819309,35.341408376082626,good,soybean,3.033063596513037,seedling,10.14
+18.410993813918328,73.101338889736,0.7545144045955257,1.0882980724872415,low,sandy,14.25734244450068,14.805377576737095,moderate,soybean,7.372397778403881,flowering,8.25
+32.37861385118984,53.13604434437147,9.642496285602972,6.29060586807395,moderate,peaty,39.94577279926252,40.056208858088354,good,wheat,3.854154997429196,flowering,9.92
+25.107969202607304,23.56453052941226,9.903008457116853,8.793828360805136,moderate,peaty,12.00278577391844,26.362153718177225,moderate,maize,8.680857695226532,fruiting,16.91
+25.70499037314037,82.75532336565831,8.963600450649524,6.878012836110016,moderate,clay,13.535960532633766,12.071073345185184,poor,cotton,9.58212192227295,fruiting,16.08
+32.939944141454404,74.29705889722831,3.160506463220335,8.207463320500032,low,sandy,28.312856784923625,43.17629796194935,poor,cotton,7.878875527897601,seedling,14.1
+32.31090378310924,57.824357129017976,9.249732948174122,9.055549934640869,low,silty,10.636990565604384,32.896530990135545,poor,cotton,4.784888563042578,flowering,15.58
+39.78139984255471,91.9807692294606,1.3194086434055372,7.758559142677521,moderate,sandy,36.10807719354949,40.91472714546496,good,soybean,10.203718135505744,vegetative,17.43
+18.20985723635313,46.89277319880791,9.333956155792873,7.4531566122828945,moderate,silty,8.84752057915579,36.98123404267732,good,rice,4.0189231356117086,vegetative,10.56
+17.60274123460416,43.54573953849887,8.533246777060473,9.682713022275264,high,clay,39.41610968279937,27.375846988203737,good,soybean,4.1862173115969865,fruiting,13.1
+33.108470428218524,89.82370600635542,10.001195047166943,8.773161921024155,high,peaty,35.61250950379889,37.94665838140244,good,soybean,3.368441989172436,vegetative,10.43
+29.459672925160227,83.75901238071884,13.48439628340971,8.338400826244964,moderate,sandy,34.38797772995819,10.590138436542372,good,wheat,9.59597884229498,seedling,15.61
+21.854016663995147,61.19838485186758,12.83019252597328,1.7776302442468852,high,sandy,19.252606740186145,23.58950235928097,poor,soybean,7.445829080142125,seedling,7.59
+16.985484224724665,30.458779156628,14.719485777656812,3.151268948254761,high,peaty,22.977458023225854,41.1141358410771,good,soybean,3.097170501030443,flowering,4.49
+17.141456239910763,37.2057177172042,14.655494977580338,6.010804218925806,moderate,peaty,20.972526084783368,40.52247627254782,poor,wheat,7.9090293679376815,flowering,13.4
+37.35477186660296,72.49823923270453,11.698635553919411,7.386040944773323,moderate,loamy,39.55994252214836,45.496374688386126,poor,soybean,10.5829325678445,fruiting,17.1
+19.796683117968573,50.80329902723293,14.368084521577057,3.728934039704292,high,loamy,6.218907953439432,34.441820814328295,good,maize,6.518433666018165,vegetative,8.43
+23.084289052888018,86.9178553332777,13.075616345392124,1.8399530180874104,moderate,loamy,18.35981411955568,47.68787208376816,good,maize,10.305005450470365,flowering,11.7
+20.6664100556747,95.99640074657631,11.049945523477106,3.7998926813372296,low,peaty,38.893591215147325,32.30848826464108,good,maize,11.359827836863296,flowering,15.89
+23.87490764579843,84.45095402199345,1.5930716923344503,7.939262625224672,high,loamy,17.928657533703124,30.018160268303177,good,wheat,4.665924482883131,vegetative,10.63
+16.735596068652335,50.203633839644574,1.2112233799133727,8.896609264072357,moderate,sandy,18.94341649063842,17.888664358428624,good,cotton,7.643269388884051,fruiting,16.35
+27.97649477270676,83.09491433851392,12.645193728833668,9.216132835099083,high,peaty,27.095526124604607,41.153456766986935,moderate,maize,10.912919621102176,vegetative,18.56
+16.690314089805373,48.11533387765468,7.600009939139626,4.409800112297329,high,sandy,36.75440820191958,37.68228619484013,poor,rice,8.0973976733263,vegetative,10.88
+35.00891269555904,33.36800702125071,12.311796923436352,4.352847173741768,moderate,peaty,15.308275781533784,28.430427386457676,good,rice,6.356480233918881,flowering,10.63
+20.842802047760827,22.67145638926859,5.037314924500681,4.66036723874612,moderate,clay,38.16618900191397,13.484349924191008,good,soybean,7.962881655933794,seedling,10.83
+28.500297865112763,50.8573370208816,6.265922945683686,4.38228522479303,moderate,sandy,14.889659090850351,15.028095231381782,moderate,cotton,9.469089400024917,flowering,13.43
+37.00197718903645,92.28474429578256,10.652707454673012,6.995769467564887,low,peaty,33.538806292040846,14.578447838169044,good,soybean,4.746473730286581,fruiting,11.96
+31.27193422617985,39.11892702045412,13.772237685515352,4.224909359187935,low,silty,14.654334757989831,25.023972323567843,poor,maize,3.4298980265528405,fruiting,7.82
+28.323944663783383,36.52105319438272,1.772541379943846,1.1830954295282123,moderate,peaty,7.554427847789507,16.359102961872082,good,rice,3.896216516112166,vegetative,3.99
+23.10834382788439,97.58566281928324,12.99143309720179,4.951221406190846,low,clay,33.430589139503354,44.43368397052826,good,wheat,9.272954175213805,seedling,13.04
+23.32504782645495,22.000329028047368,11.998684510750795,3.017368595607289,moderate,peaty,20.75267357706837,45.973844819306606,poor,cotton,3.112059714634036,vegetative,5.44
+31.737173879954756,82.86257203150035,5.075319425582893,1.2592642400615797,low,clay,18.676212945862225,44.27076258502763,poor,soybean,5.234438989138669,seedling,5.94
+39.85348403052919,45.709596459269626,5.650640904907614,5.237586563806434,moderate,loamy,20.045904071795007,34.35419753741307,poor,rice,10.337479467737474,vegetative,14.16
+31.545979746234465,22.999036549572747,1.1736914197176898,2.853591032784638,high,sandy,26.405169957075685,33.854215939068325,moderate,maize,10.851566817650996,vegetative,11.96
+28.944585434250623,93.42420321676668,0.7282388611924108,5.074676333557607,moderate,clay,14.194270933717728,45.63696345903311,moderate,maize,11.679829306408685,vegetative,15.6
+33.26626275598115,31.171386416766687,7.416588832187072,3.4997498794925783,moderate,silty,13.3046086324082,26.25232642655222,poor,cotton,8.083163308294159,seedling,10.23
+26.630140307092955,64.14234269805563,1.8853248597110024,6.433379832523899,high,sandy,21.92037267823981,12.493772767635376,poor,soybean,4.38943202432529,seedling,7.94
+16.50355856501963,41.92433659436382,3.313026309020589,9.917896481865634,low,peaty,6.247167930634622,28.81572628460672,poor,maize,8.652156220324096,seedling,16.55
+29.057420396947744,25.215424174775283,12.778124393136622,5.925087286404985,moderate,peaty,27.49972875049228,32.14841850524202,good,rice,3.890717011451363,flowering,10.27
+38.9406321126345,23.993798853070327,8.779911673131561,6.822063252034931,moderate,clay,33.79954273865148,31.97808579920716,good,soybean,4.405804448911652,flowering,11.92
+19.38257355894149,29.244535906907103,9.687670340358643,9.273481819760812,moderate,silty,30.459587707909485,16.360163180443323,moderate,rice,11.287324389696296,vegetative,19.85
+32.25012227051664,25.709361111150404,3.2184502970628404,4.3660037595258245,low,clay,21.425587078069253,41.33651893314348,good,maize,2.0974965954428098,vegetative,6.0
+20.02334221647641,80.84464924159383,12.515596164589082,2.4989360480702474,moderate,silty,24.78866103602293,39.27867637084996,poor,rice,7.493868479033171,fruiting,9.66
+28.39569211182703,58.84529618267433,13.08570670037634,3.5451755463749794,moderate,clay,5.916327366635138,19.1941173492322,poor,maize,2.58331171638211,vegetative,5.61
+17.41691124116799,47.43136730791838,8.08825010883913,4.625154466430943,moderate,loamy,36.932381980114286,32.04917118908728,poor,wheat,4.227637359459851,flowering,8.56
+26.25927340645463,53.46951281056057,13.732087692240569,6.805159131302545,moderate,loamy,24.5321894311868,41.61312834747407,poor,soybean,5.539407255599439,flowering,12.77
+33.90408322238115,94.31573884580986,12.750015061841436,1.0412922648674892,moderate,loamy,16.074318826557757,10.307384918967092,good,rice,3.085545372480396,fruiting,2.82
+23.68928810597455,92.86014501905176,11.104200561779352,8.68044893290286,moderate,clay,15.27538155825618,21.006192271622087,moderate,soybean,2.345775446610669,flowering,11.53
+31.62279311218045,77.25411840980615,11.144100777557616,1.684845757448474,low,sandy,28.088032994592595,28.88151471013498,poor,rice,5.555178579007821,flowering,7.14
+34.88624901974323,90.77459019373502,2.028205372287518,9.105896340266954,high,peaty,25.451511871072583,43.80126400896228,poor,maize,7.1187401568508575,seedling,13.11
+38.17944548698632,45.57184220700998,4.427122546587154,9.54491069084409,moderate,sandy,11.5744902027994,41.95869079482272,good,maize,10.067861510516984,seedling,16.95
+20.866052046386336,50.48874608066263,1.4692846873563028,9.910925147009204,low,peaty,19.34716909257689,16.03970095791437,poor,wheat,5.379713536475394,fruiting,15.94
+24.982897895232703,69.09697454833824,0.6258775337814756,8.285591659661899,low,silty,28.6663477825775,28.509675749821184,moderate,rice,5.109548388247489,vegetative,13.06
+18.81040033326044,69.89007578378113,2.7954882050666967,2.276699733461373,high,loamy,15.41791568216174,22.185468366949078,poor,wheat,2.11388112618103,flowering,2.93
+39.81208755395938,58.53598704098728,13.26706414838063,7.355503389026676,moderate,loamy,22.824680040040075,26.05734638275677,moderate,rice,8.169717266367092,flowering,15.31
+38.17502419810738,52.052627875036265,3.978173856022747,2.8298916154735885,moderate,peaty,13.920774489837395,31.624992471893624,good,wheat,9.656283938979843,vegetative,11.47
+28.49892825701399,98.8944249286956,14.567232457579966,9.074150520223636,moderate,loamy,7.508852791911494,29.973622566165176,good,soybean,2.0360136764545627,vegetative,10.5
+36.050832359410535,85.68989008941796,9.160719493637488,3.849453330898103,moderate,sandy,18.58860193859157,15.662985577332543,poor,maize,2.056726083296329,seedling,4.4
+28.023949431801057,54.79841583104361,3.9402480707030105,3.9411637936753694,moderate,clay,30.62270444048024,14.867524908338678,good,rice,10.660307154095136,seedling,12.79
+30.589642200068997,78.18339817916548,7.708396650521085,9.2588796632338,high,loamy,12.48476512000471,15.210756273723891,good,cotton,4.775490823099105,fruiting,13.03
+17.228110802900417,41.56493546019676,3.676874929151673,1.119079637053341,moderate,loamy,31.407619468552387,43.651531317662126,poor,cotton,7.259461923608111,vegetative,7.27
+33.8817605124202,28.01354609898639,14.76761659364442,2.745695363352128,moderate,silty,28.432231765821346,10.797414195621652,poor,maize,8.58966348412216,fruiting,11.0
+18.19283709088087,48.19448204421925,12.785342266621976,4.797390399071095,low,clay,22.757962953662336,18.096185343654412,moderate,cotton,8.446926748672889,vegetative,13.16
+35.65169075631321,52.23782400987154,0.8804624373437719,7.306494105791737,low,peaty,39.00094861831729,48.23567112470733,poor,cotton,7.592832080510581,seedling,13.16
+34.55070219175965,21.322969964853662,14.242752456278332,6.828095494402619,moderate,clay,35.91950909483157,12.640853329317125,good,cotton,4.006148568602708,fruiting,10.09
+32.71861744357441,85.18336013087168,10.955444055891864,7.024706876504341,low,clay,24.71116769387849,11.452857912487048,moderate,wheat,9.574508378936972,vegetative,16.28
+15.904009513119052,48.73547219113452,1.6945281543085358,8.920198255695977,moderate,peaty,24.52229561907225,25.493172989700557,moderate,wheat,7.688661110455245,vegetative,15.65
+22.57820889863321,66.43345326241176,10.22424732173346,2.0892737106393096,moderate,clay,14.72199554081225,16.048022512805137,good,rice,5.2205256913727,fruiting,5.98
+21.577814247771077,25.91705498167648,9.88043712050244,5.6994552659689335,moderate,silty,37.20694461384861,32.63054200231424,poor,wheat,8.923311311004676,fruiting,14.51
+24.003410186787978,33.99974630004672,3.67243681420996,7.529299201922397,moderate,sandy,36.357499077468816,23.54323903670773,poor,soybean,3.511270236880462,seedling,8.46
+17.191068669095962,91.1754980262048,11.497477150109846,6.725065986317481,moderate,clay,30.97199228754973,18.358776504630395,good,rice,5.667901468332174,seedling,10.12
+38.42394557577657,68.69500223062406,1.7624381980380233,5.034827079453407,moderate,sandy,9.475872274359402,49.944068658870776,poor,cotton,3.9814127469140272,fruiting,8.55
+28.845056017809405,96.02272401363884,7.596955127853093,1.1540312728494757,high,silty,29.627608391617084,23.644164898506844,poor,cotton,5.605640038862871,seedling,5.09
+22.638107766450588,99.90000275130537,0.6438865038647749,1.544070390830962,moderate,silty,13.85898839082608,35.64025794558329,poor,maize,7.540265263677092,vegetative,7.7
+24.924537926857084,49.74880922664755,14.546693588973824,2.07047194168453,moderate,clay,11.608342809066876,44.96452159222385,moderate,rice,6.587312826932459,seedling,7.67
+26.18006351262089,43.90424512666197,11.397672660765185,4.089049775518272,high,loamy,31.5724091689684,46.89548612793511,good,cotton,7.709809172939942,seedling,9.69
+30.014858334015432,88.66848441272774,2.8033551043150124,2.058881074004322,moderate,clay,38.59065283864015,26.40509213115704,moderate,wheat,5.029374739455771,seedling,5.5
+27.891985692412444,99.88891416299634,5.454273579293603,4.834740817563475,high,sandy,8.811700374793341,49.04625031864209,good,cotton,2.900200616363099,vegetative,6.15
+37.98479933036043,70.37129873859658,2.828154478218556,2.6077779152702147,moderate,silty,10.739161972915957,38.982612735940975,good,cotton,3.1454427565770757,seedling,4.21
+27.424087072645754,83.61125780092179,11.615953229875062,8.012495777735854,moderate,sandy,12.673207094520334,33.33103005265483,poor,maize,5.631013315399965,fruiting,13.61
+39.80395037058282,82.53966870522196,1.35399671870187,8.84338855040994,moderate,sandy,38.7018876396814,37.73117330846425,good,cotton,6.196609399963295,vegetative,14.34
+36.28562394362739,48.42717665756376,12.685896505673856,4.506827571713583,moderate,peaty,29.373940269478275,24.405510925802822,moderate,soybean,9.208684506020408,seedling,11.77
+20.212762858933395,65.94163042056698,14.161846913118085,5.6019858878407485,low,silty,28.740078576260757,26.976215348253486,good,soybean,4.918266864665267,vegetative,10.26
+38.26488036609791,86.64455530113709,10.311105170691349,9.581466174048474,high,silty,22.67593800455292,33.45076215049443,poor,cotton,9.101432644394016,fruiting,17.84
+17.909159947136903,75.04911010088443,3.587999025020796,5.819569798137583,moderate,sandy,23.815852402581537,23.07336517708304,good,cotton,8.08558820308475,flowering,14.18
+35.43624271227979,21.69310511856306,5.721306389296486,9.955658942590825,moderate,silty,15.156063852876535,40.75246966221631,poor,soybean,4.845236936505852,flowering,15.28
+24.515582336914505,46.93645351180268,7.419978184729503,2.279178943228492,moderate,clay,10.409181252354848,20.04347202511674,good,wheat,11.757634826142276,vegetative,13.04
+36.94935801112673,31.55805572756843,9.26705919693268,8.760037785370287,moderate,peaty,32.30964006604417,41.87222039235257,moderate,rice,4.672725245898235,fruiting,13.17
+36.701417252686255,38.63777696624312,10.195614802269468,5.4748270240566885,moderate,clay,21.47424663080767,16.086293511375334,good,soybean,7.299846118650691,fruiting,11.7
+35.14813500294053,92.43915819930604,8.5361133721238,1.2044270012470135,moderate,loamy,13.960304173092805,18.69563471086737,good,maize,10.412247965987184,flowering,10.35
+34.750760907676536,22.95146311286145,5.594051851916908,9.750006472954135,moderate,loamy,27.147337812338108,40.12375682125052,poor,soybean,4.171926497247672,vegetative,13.42
+22.61697847745102,37.5840569569539,13.418300568191096,9.685431097690222,low,sandy,12.331073052143267,20.52566244152701,moderate,rice,2.678657327362973,seedling,10.31
+17.022982076281306,44.76554817905851,1.6801848412603944,4.4494375616459845,high,loamy,22.10717130862766,41.81577007631867,good,soybean,6.890933090581609,flowering,10.21
+25.07450446912904,69.35072575731158,7.260712786530678,9.587278639773144,high,clay,11.657703383759804,41.35479986624435,moderate,rice,8.178782360080174,fruiting,16.78
+19.33811287466272,62.72813520686924,11.745690157778473,2.269086780146912,low,loamy,31.58849858445492,20.29204956890398,moderate,wheat,3.252930184311043,fruiting,5.39
+32.37377722256154,37.461558628270886,1.382653646725313,7.12099127008614,moderate,sandy,16.22806646120993,12.923240645118147,good,wheat,3.072426566613125,flowering,10.87
+23.65249316344464,33.13928537785236,10.727360643763866,2.727360881990511,moderate,silty,20.459463656842352,16.65442325142712,poor,cotton,2.8183856049922444,flowering,5.41
+39.39025502149787,38.9438427676895,12.385818529923212,3.219825127013449,high,peaty,31.42084322880212,40.101069138704645,poor,wheat,8.574434016687214,vegetative,9.92
+31.0243019336333,60.20237013613245,10.082053828642255,8.014036934823448,low,sandy,28.08587264665632,43.87976821978272,good,soybean,11.340409837402046,seedling,17.42
+35.56201409085902,41.69422285689628,0.687584937992662,4.396222761087655,low,sandy,18.989612601081745,25.32222048323225,moderate,maize,11.246349888246035,vegetative,15.31
+18.31311681854621,95.80820012861776,3.1119868934169905,1.0641475254575905,low,sandy,7.485980008396903,16.568753249610317,moderate,soybean,10.08507091834348,fruiting,10.86
+36.550362056815565,57.1092177143078,5.460639643933286,4.728145817760351,moderate,clay,37.25624476657734,13.018789975630456,good,wheat,5.741931122999365,fruiting,9.34
+38.068929762834856,24.703681323570965,3.888505516751666,3.0526238856966352,high,silty,5.277381167239115,18.6326410076844,good,maize,7.713309712863499,vegetative,8.99
+27.1765479704734,78.34131246693067,14.458456033297695,7.1499692220246205,moderate,sandy,30.710794986312777,49.18739443783165,good,wheat,11.998738695703157,fruiting,19.0
+30.15632344377444,46.307623056719166,9.948111754650007,2.7500382705115025,low,silty,38.08913971481585,16.810920665218312,poor,rice,10.332808602540918,fruiting,13.06
+34.120245022574885,72.2791145646598,4.806078881597769,8.580281755928281,moderate,sandy,15.733486886162217,13.44668021277836,moderate,soybean,2.866477363056257,vegetative,10.28
+19.370965681510317,42.36754964185856,13.980613730648962,3.4038371089734785,low,clay,7.640482427429754,41.418940917359606,moderate,maize,2.0215875103891694,flowering,5.6
+27.56415191158606,65.6594993386656,11.23861589240471,4.537254324547123,low,sandy,13.734075718256683,34.616459816662534,moderate,cotton,5.84465694837119,vegetative,10.25
+24.966575694307828,81.77220038459717,4.626804571492109,3.6823317471738815,high,loamy,15.969640048101423,31.39285403089227,moderate,maize,2.269476255777983,vegetative,4.18
+18.659349804056227,94.24069934196432,5.993782756328353,6.795310130284292,high,clay,20.79620988014572,27.91410207826804,good,maize,9.613441054298772,seedling,13.66
+24.188360557288284,40.890171554646166,3.3917184454073728,1.9104718710375703,high,sandy,23.383368205427782,38.07365150056345,poor,maize,8.086835152275835,seedling,8.05
+16.70430773463734,46.78855607991849,14.580572974854418,5.302894354284197,moderate,sandy,30.386558728472806,37.93419974454051,good,cotton,8.622724415078094,vegetative,12.98
+15.645297673737174,57.14131362287517,8.000799190406061,4.010093336935523,moderate,sandy,36.53203180853424,26.977036287177185,good,maize,11.23834870153328,fruiting,15.0
+18.379157228870568,94.1739870188791,13.492821968720778,8.957241669594833,high,loamy,21.267775373238155,19.369113801255665,moderate,soybean,11.85223915025269,flowering,20.75
+39.07787778972934,92.11094854485256,5.524246679744292,1.6607088421695315,low,loamy,31.12149524224585,43.65053824108327,poor,maize,5.22523059797137,flowering,6.78
+28.738238397375422,27.19026240805104,12.982203244913398,8.467255584395692,low,sandy,9.45196255869858,16.584892104031404,poor,wheat,3.395874833426202,vegetative,11.38
+39.1455540288305,30.554386060304868,1.2813593021938774,2.5091242887691823,moderate,loamy,16.50741194379436,31.360252541034228,poor,maize,2.264128786534324,vegetative,4.26
+25.8124469582533,59.64073418645106,14.740309604102176,1.7971989393695962,high,sandy,9.132772879294732,37.7069646219249,good,maize,10.710045465098448,flowering,10.58
+22.79540332713149,28.52954182443388,13.724498321982889,2.820905723107072,moderate,loamy,29.21094153695277,35.5550785998628,poor,cotton,4.890743125579237,seedling,5.98
+27.653546571006103,47.6464698678958,5.766442699261496,1.9238768381062936,low,silty,36.76758776332791,34.75177322147377,good,rice,2.3372248908246647,seedling,3.66
+25.98779221582275,31.87083025739821,11.733471397061372,5.6888555338191305,low,sandy,36.11703471088926,36.50024780584261,poor,cotton,7.970527783715847,vegetative,13.47
+17.6416171065436,70.88322841055087,11.407739933870475,9.893934576242032,high,sandy,16.425692231164106,45.02619665902203,poor,cotton,6.010240094898116,seedling,12.58
+31.02065786725516,95.95963453913294,13.56819455799251,1.3089461673183296,high,peaty,13.197680417009677,24.615702839455924,good,maize,10.708197499640049,flowering,10.35
+20.40095456273999,99.73870162355053,4.955197226367761,5.150155143875152,moderate,peaty,14.591760127093004,35.09746026623893,poor,rice,3.0196984008301717,seedling,6.07
+30.48969887244574,50.019290599753184,7.250040077055168,4.474632961970756,low,clay,15.05671175113016,37.87866723128864,good,cotton,7.952908357363476,vegetative,12.04
+31.255027309953835,67.92101096916898,13.042494382787767,4.056457728217604,moderate,silty,7.878601489601742,33.613062141607344,moderate,wheat,9.897049094482362,fruiting,13.3
+18.8006213282162,88.5014122819265,11.789402084960631,3.986772493900248,moderate,silty,9.667044881072837,46.1201056858841,good,rice,10.6601618206483,seedling,12.89
+16.533740677766705,29.39696582371072,6.205267421734048,9.05511480963816,high,clay,12.506927666472414,36.19115047271757,moderate,cotton,2.7157180627275963,seedling,8.47
+34.519039651711,75.1651528841572,12.76301587722577,1.1707853518756364,low,peaty,5.285915096322469,26.9771631126641,good,maize,9.827258457243524,seedling,10.49
+26.495010594233005,52.70749293800546,1.1808335688698215,7.974247486421245,moderate,clay,6.653049891810935,43.82348404576825,poor,wheat,9.956161112231,fruiting,17.59
+16.454094887636895,36.49169282241313,11.839671392963355,3.276398609253475,low,peaty,29.44925968819716,29.58271990584048,poor,rice,4.618346141413369,flowering,8.17
+39.87165792924418,52.22028949979536,3.498104961788659,4.449659597358174,moderate,sandy,26.676331334207628,31.20653095617499,good,wheat,5.010484325320773,seedling,7.86
+16.444514024909164,26.07682295719335,4.648753163444914,4.781349215637199,low,clay,38.0897786736832,33.291180160890065,poor,soybean,11.205940134892366,seedling,14.71
+32.37588072146383,75.63257188714445,7.651615232136108,3.7425857866636902,high,loamy,19.061499354632005,22.91138748551614,moderate,cotton,8.276193938285772,flowering,10.76
+39.59197313158534,40.21941349987625,7.021150265514622,1.8420297565185808,moderate,peaty,20.55160872941132,38.90159330380317,poor,maize,2.304663620833919,seedling,3.37
+20.97950260539814,44.91245160359024,8.048266549613274,2.0289776394649133,moderate,sandy,7.370729263689923,13.92504748453094,moderate,soybean,10.180913933944607,fruiting,11.5
+18.556234217179902,29.68650385931702,8.399246137244345,3.683180116743799,moderate,loamy,10.328772447953448,44.75396806365986,good,maize,11.708180576326898,vegetative,14.58
+18.03462348556072,89.17272911119133,5.307151519956705,8.396281475985255,high,loamy,29.20625859576604,40.18151009020754,moderate,cotton,6.106987901907618,seedling,11.44
+22.58187868918989,59.475542342619086,3.040798938746935,2.2116488750867065,high,silty,13.226390673881712,24.14527207783855,poor,soybean,9.521630654482475,seedling,10.08
+17.526145275266167,65.77175022291202,11.642977824665936,7.683758498313376,low,peaty,32.064707519583216,19.05572420108815,good,rice,9.236133669523898,fruiting,17.56
+32.304033542353295,65.55461464758837,6.29965416176356,3.599827564863589,low,sandy,29.698802717028528,25.5159178212547,poor,soybean,6.017588280325851,vegetative,9.48
+16.557294953251567,52.839449163307336,7.834692505656355,8.951184416008836,moderate,peaty,31.15418428121614,42.202103099276535,poor,rice,6.534613561876228,vegetative,14.38
+27.735553203744743,35.40239323505116,9.848102416091212,4.854956278605768,moderate,sandy,29.17039192078651,11.262831725695914,poor,rice,8.208613961080992,seedling,11.41
+39.91742134632442,79.61061987987199,13.689749873446512,2.54550981967638,moderate,peaty,29.768196233600783,28.716970275690088,poor,maize,3.7410370913995408,flowering,6.13
+35.34925673765047,30.164501228613947,10.75951605153319,9.872600050994592,high,loamy,24.137983294351592,20.164408514835465,poor,wheat,7.066182489836218,vegetative,15.35
+30.38048595577527,28.30990322230484,1.1591587710605755,2.589710673069204,low,silty,28.738296802472487,44.99805599680053,moderate,wheat,5.357803151754762,vegetative,7.69
+22.65634051966529,76.81160300772027,12.659125269271255,6.1085783910904246,high,clay,23.416277013867248,26.5536629558064,poor,rice,2.842110436857896,fruiting,7.42
+30.59739590729096,36.70696163615871,14.845647719349028,6.123578302865208,low,peaty,12.213100006413494,37.91593311522449,poor,cotton,4.005058446351043,seedling,8.87
+28.17603659779129,44.54182010822659,7.351032867885041,4.355321060600019,low,loamy,12.616264842105146,24.31569961332617,poor,wheat,7.015197106894415,flowering,11.96
+25.65208459725929,58.01819736013922,14.55905987859171,9.56339733294218,moderate,clay,19.185594232083982,23.187986726843285,good,wheat,11.0765487674669,fruiting,20.91
+18.267759418504987,55.948105338363696,8.436266763975667,8.594871061705586,moderate,clay,5.487109704084324,23.034914966766497,good,cotton,10.606529307861216,vegetative,18.18
+37.16510538101167,76.68633000519993,7.164431940143272,8.46837604754418,low,clay,36.12538964820936,37.12698444663837,poor,maize,11.176886463596574,fruiting,20.02
+26.24461622053306,69.87454347546887,5.305369088548098,9.767367418865302,moderate,loamy,14.38931723376555,48.56963574289946,good,rice,4.444680398235642,flowering,14.4
+19.865562795519125,71.55169298254926,10.034545699583411,5.113984043766852,moderate,sandy,6.803832188546721,18.325790155913197,good,soybean,10.26803953958274,vegetative,14.67
+24.19398377193224,77.12434645243658,3.8323960976131466,1.8746719805802636,low,clay,19.854896293935223,35.756049386666135,poor,soybean,5.434796412909671,fruiting,7.41
+25.353243813223173,43.40901819387723,2.0215461684588627,7.889103329048144,high,silty,33.545926736135115,20.617377302447224,good,rice,11.622740681631743,vegetative,17.76
+35.688447389171856,45.786664944037895,0.8949379874711041,4.427313215067404,high,sandy,18.907346063406,31.974002093653905,poor,maize,4.605735861500232,seedling,6.64
+33.34035951403505,55.03981983164433,4.739511634371325,2.713106366231665,moderate,loamy,14.19390722920378,31.663954026686238,good,soybean,5.317606533862813,seedling,6.5
+34.23262234103349,44.59697384268209,6.238677066422055,5.349226088982281,high,clay,24.07158339487133,28.001840774482755,poor,wheat,2.092203244845559,flowering,6.58
+15.27578161071618,98.79502951766908,8.505112096078093,9.33147046150447,low,loamy,25.10331662037266,29.94576590008616,good,maize,11.224902225709965,fruiting,21.22
+25.40384995449404,85.12415411371437,4.744872465211593,2.542213171131656,moderate,loamy,31.57163910913111,45.20924592585751,poor,cotton,8.138102908097288,seedling,9.74
+27.03360379088309,33.172375060482366,14.768863799588464,8.638289337067677,moderate,clay,32.99137450747031,13.544181007773322,good,rice,5.12172762141774,vegetative,13.11
+15.479806920576417,20.44753247054956,4.73030493949693,4.763844474536056,high,loamy,29.717271177838963,43.21132564088624,good,soybean,3.4397294504704483,fruiting,6.57
+21.495330218625856,23.42266145978143,6.894143132472927,2.231217826328278,moderate,silty,5.158851783607712,28.492533251441525,poor,rice,8.457144621429784,seedling,9.42
+34.00724557805337,39.52507608343402,1.9975044002125548,8.635440735897909,low,silty,5.072745288255108,23.343761427997936,poor,cotton,2.959353746591863,seedling,9.86
+18.427742643224978,29.143302866948524,4.279084443387597,9.726583070722857,moderate,peaty,39.21074951851147,17.085838977562542,poor,soybean,3.45190468321043,flowering,14.21
+28.38275328631479,62.667049191405766,1.200816026940371,3.6214364425151047,low,clay,14.247178658230574,42.59225834359872,poor,rice,7.061261869216329,flowering,11.39
+20.38004680043094,88.6396178181887,8.612875184841256,3.73182588857862,low,clay,14.882263858070838,33.6816892614448,good,cotton,3.321527048966946,seedling,5.93
+15.303019366097333,78.9400176730582,11.39043790542026,4.514913847359399,moderate,clay,30.628438668060337,39.135028836271374,moderate,wheat,2.9080970566002176,flowering,7.23
+21.030036439988532,37.24872504657523,3.337792307872985,8.327173280147264,moderate,peaty,25.35549976571459,22.5985302625985,good,cotton,8.938670699452592,vegetative,16.62
+39.39684387275135,51.94394048206287,5.834708598333026,1.0937547706554982,low,silty,21.224755233468912,25.718370491671067,good,maize,6.611610776021815,flowering,7.85
+35.03842779707474,60.63153676250221,0.7409352875438282,3.015608965637809,low,silty,9.075389438827749,46.545749153008,good,maize,2.496786513793217,vegetative,5.28
+38.98941610802584,84.81646796026683,12.673069807972077,7.353098299956935,moderate,clay,7.852068319944777,48.44729141749527,good,cotton,2.480117890953289,seedling,7.48
+27.196351098159063,87.12972824849318,11.809471111509207,4.650755054369735,moderate,loamy,29.62681147171497,39.59368715865095,poor,wheat,11.604574138992062,seedling,14.21
+17.74340496693759,92.77746495262208,1.4171834476772394,3.972660606713148,moderate,sandy,9.361156958678777,39.9770406116012,good,rice,2.5416880799612644,flowering,6.34
+28.698987224342325,60.739620040230015,5.790580335145964,8.850546000118158,moderate,sandy,20.253358925106102,37.776011082797496,poor,rice,6.4444628312655565,fruiting,14.57
+26.359433363999024,75.54197971486903,14.351655900817684,9.256005281316154,low,clay,30.764412561471627,33.48839744562295,poor,wheat,5.892964667553121,fruiting,15.72
+36.1089270684904,28.94402969871497,6.184392313145167,9.531875972495758,low,clay,37.31196298586762,33.80313319757352,moderate,soybean,7.029630633705216,vegetative,16.32
+17.452064519606115,65.22311679631856,8.130025812498232,3.452954793888669,high,silty,35.57551212435092,48.5521156145587,poor,cotton,10.804364435141803,seedling,12.22
+27.206028425544453,39.89534475769081,5.65102148465015,9.212613485851962,moderate,silty,35.24117816366943,40.03646107086478,moderate,maize,8.760025773458134,seedling,15.59
+18.75121661734961,54.53735080212888,9.143905127859796,7.632689992545599,moderate,loamy,17.54742359783174,36.21365184385732,poor,maize,9.783226497182634,vegetative,16.55
+23.1168981722515,70.72404066453755,14.68327469673392,2.3879327363972256,high,silty,37.4509781696576,17.562784115170405,moderate,maize,6.2865278531320605,seedling,6.68
+33.433926934694995,40.55887502830249,14.963786300477356,6.492430254773893,moderate,sandy,28.928181287234207,49.08295899042227,good,rice,7.649537946561429,seedling,12.16
+26.900453234219164,24.174804623740886,11.733367181162272,1.237013373762921,low,sandy,36.02706898477227,30.811734788961356,good,rice,2.6824759580090376,vegetative,3.91
+24.397207128644236,20.818708512700603,6.36251092129637,7.375403401937786,high,silty,8.112359853512253,47.74852918984723,poor,wheat,2.721275684398097,seedling,7.12
+24.861906964250885,21.77276284356172,7.669266912020331,7.602107703858445,low,sandy,6.38453557078866,38.542301502860354,moderate,soybean,10.695727005852564,flowering,19.78
+26.486169210149665,20.66797900110157,5.6726042576284295,8.104046577354975,moderate,sandy,20.0376234834305,11.60323357178279,good,cotton,7.070303952998936,seedling,12.49
+34.62541359592642,28.82840452463004,14.79083213361302,2.552725487101914,moderate,sandy,33.980528756915355,31.559819990198523,poor,maize,3.0896097300459995,flowering,5.38
+37.30211722350586,39.15909716561039,10.762524434468354,6.654249468527778,moderate,sandy,19.298645638269768,45.70728474421231,poor,wheat,2.7490220346525502,vegetative,8.46
+38.883367162598205,37.69772113458394,7.009505958785914,2.6097101634488893,moderate,peaty,35.962649702802864,12.071227420337202,poor,soybean,11.195372822841112,vegetative,12.71
+34.67258465638238,98.94372753439174,0.6756714165892339,9.519850750502584,moderate,clay,13.21706915347872,44.66910201305985,good,rice,3.705864259333168,vegetative,12.41
+22.88517239370032,44.48048841671546,8.047009508662951,7.075096234127511,high,loamy,6.377044725253764,34.53565168884006,good,maize,6.3161917174968965,fruiting,12.4
+32.20336765216355,30.193662668751927,14.766958924673458,1.8579326320365015,high,peaty,31.64502006368034,11.781090480821494,moderate,cotton,9.82657891274494,flowering,9.82
+25.9400781013848,63.64500353342064,8.084383180109253,2.683290070052405,low,loamy,26.915893604162356,24.94393322674685,poor,maize,10.67186056965613,seedling,12.68
+21.36676555115128,88.63659643180067,3.1451869395921483,6.97114088316773,high,peaty,20.403169516606106,11.206823769760309,poor,maize,10.643207087920658,fruiting,16.55
+36.021789485648064,74.24483014301401,0.8203593330192354,5.290034465436478,low,peaty,34.584019165521305,10.06865191025364,good,cotton,10.8341197883196,fruiting,16.37
+15.960658724058124,43.686567130836025,5.643204492801032,7.626678995897906,low,loamy,33.84614971746565,45.857005180447054,good,wheat,3.503290393439366,vegetative,10.97
+37.54404980338559,64.9292927833164,13.8143068076008,3.527099190330932,high,clay,16.358697692658332,39.94313203508143,poor,cotton,6.28284853620479,flowering,8.22
+26.53693661561835,77.18847793603274,14.950034568550274,6.921257831623692,moderate,silty,34.329086492486965,21.57888028597888,poor,cotton,8.600327245114661,flowering,15.73
+30.93003692020701,78.24835938941939,14.20783563477404,2.5926415122739512,low,peaty,17.08054443821478,14.548421222937716,poor,rice,11.012178109134725,flowering,13.76
+31.483848055144566,73.32307642381511,11.076589902186724,5.893392370249298,moderate,clay,26.766598638873027,12.17730328027466,good,wheat,6.283290410216891,fruiting,11.51
+37.37794351766341,89.66483398204944,8.593069562389502,9.620196323949877,moderate,silty,11.737416046210685,46.68889322868621,good,wheat,8.211833516798329,seedling,15.49
+30.916742054180183,89.60843666752835,9.064949122542654,6.654000090618878,moderate,loamy,14.246726432946714,35.02227408770817,poor,soybean,11.598319477834565,vegetative,17.32
+30.348339619001543,66.31492475256026,8.315384131833433,1.4499425575442484,moderate,peaty,20.67573407299173,16.422355506596,poor,soybean,11.641905452934918,fruiting,11.86
+16.66630101401725,54.38850952889698,10.752214921383333,9.89885923962964,high,silty,16.010861540417245,37.25847853791785,good,rice,8.665045046043847,flowering,18.46
+27.9602005486301,71.32562364520798,6.57366178708261,2.4117969668397903,low,clay,9.519985510978024,49.95562864530187,good,rice,7.031518991623011,fruiting,9.68
+18.75422502042604,85.45696010963705,10.2034580718586,7.462621924273946,low,silty,21.881299813132895,41.52109681563033,moderate,soybean,7.7247213090408655,fruiting,15.46
+33.43584421803714,20.452168387294776,2.2633756668794147,5.792770351577763,low,loamy,22.89750937299948,27.86129227953228,poor,soybean,11.01223395231882,seedling,15.49
+27.805548020316863,99.35976072118808,4.352581945141514,3.6492461902387343,low,silty,10.554707657600652,42.56706682457714,good,wheat,8.932382849381781,fruiting,12.73
+32.00569448020883,34.63150178633594,12.622044062725127,2.595794368849382,high,sandy,11.10096568815935,39.772267276416514,poor,soybean,4.411917843938535,flowering,5.26
+16.041822515059607,57.619918852798094,13.604359495779171,2.599321278490441,high,peaty,6.02714767274164,13.546127911758994,poor,cotton,3.9479516165855184,seedling,4.53
+17.11980040114508,89.76237878742934,8.315619444624346,8.725597130873444,moderate,clay,6.062271766379267,47.02786501220722,moderate,maize,3.671428334096,flowering,12.34
+32.908084701567056,38.00323192353595,0.9587164495875198,8.85621262747081,moderate,clay,17.552092255950868,45.36412991758933,good,cotton,7.967240706788138,flowering,17.05
+16.802108399966833,58.143617912030656,13.941116776480635,5.186309694622408,high,peaty,10.132831851667586,33.6223809202653,good,soybean,8.356429000555668,flowering,12.54
+16.781418194131465,30.60657441449433,10.679931741395654,1.9325931663247649,low,peaty,37.16820758780665,30.325968228342944,good,maize,2.794155421910681,vegetative,4.61
+15.302711880872186,51.60610603105541,6.503404894452731,8.95748593462111,low,sandy,11.979496045298053,19.109655042564956,good,rice,9.46770500982341,seedling,16.44
+38.91253495748701,34.170836383440204,9.176494676392696,5.383148375575802,moderate,sandy,7.3086555679105345,43.378315584398976,poor,soybean,7.51430934540323,fruiting,12.74
+33.43770898647517,49.09021990169256,6.731735099399809,4.948861805802223,high,clay,19.14594584874995,27.275456383213303,poor,soybean,4.9915477825571735,fruiting,8.6
+23.83128521255161,49.87713734341776,7.247418787614739,4.666213219938582,moderate,silty,11.736307926854575,33.172267648446265,good,rice,11.564276724154016,seedling,14.54
+22.41338953219138,99.45366316786662,13.358743052061325,4.285127564732851,moderate,peaty,7.161926850102901,16.803499398887823,good,soybean,6.943644526524858,seedling,9.57
+23.74258074364624,99.58504234430178,2.835721580298117,5.734048632477347,low,sandy,31.345461432905243,18.552910327617443,good,maize,6.7740241506532834,fruiting,12.58
+34.36633827952954,29.182902292848997,2.0032024644924333,6.440871039505337,moderate,sandy,24.4984473867164,49.40805296897143,moderate,rice,6.420604755333137,fruiting,12.08
+31.53426527676036,78.07750234626778,0.5395667954387283,5.197889832156603,high,sandy,6.995377933680995,29.75999879589689,poor,rice,7.597192699113509,seedling,10.33
+19.629889196686698,24.139638373528093,5.0530054463758365,9.0698334710954,moderate,silty,21.380663184145504,42.62971513613691,good,wheat,2.4781052114688213,fruiting,11.73
+19.35273338335211,22.41536122697509,2.6374996140241973,3.858951056765476,moderate,clay,6.359151761296687,43.189200101417335,poor,soybean,2.47085713548606,seedling,4.57
+17.45989124283493,28.426711539597143,3.689789679502612,6.204806711081032,moderate,clay,17.400997126491177,49.26041322367886,good,wheat,6.621458729334673,fruiting,12.72
+31.507567992533453,97.23885256063473,0.6629652486479655,3.699585281745867,high,sandy,17.71503537883629,49.31616061937258,poor,maize,9.652835873048252,vegetative,11.77
+34.1093165555434,95.26908383157578,3.7943335129716966,7.780150214132808,moderate,silty,33.804405032573136,28.27821672765633,moderate,maize,7.19394779964959,flowering,15.39
+21.6261607081251,35.51422562245443,5.324317938019422,1.919089893954121,moderate,silty,30.73497492814649,48.01281510072713,moderate,rice,11.21920058321802,vegetative,12.46
+15.52362402577282,32.93378684429692,0.9577286979432792,2.6982909711579928,moderate,clay,36.393031249119176,24.618176779322997,poor,wheat,8.369836276469377,fruiting,10.41
+17.054291686910684,39.24280692127576,9.314609802308642,8.210812689342557,low,peaty,9.918113535654214,34.30556507466653,good,soybean,2.0849653208528425,flowering,11.72
+39.19650087112576,61.243759526011374,8.747605058814491,2.6487783569758485,high,sandy,23.68175247617952,42.86849719861927,good,maize,6.474520299485408,seedling,7.21
+22.386119436935505,65.57637056283279,1.9070187883939131,6.631717115752661,high,silty,5.706666368562734,46.55146149381299,good,wheat,7.519600274298341,fruiting,12.71
+34.23057869595334,37.72747443515578,9.127641774016814,9.732191067137771,moderate,peaty,33.89327008680392,30.95356896900963,poor,rice,2.1646039134670474,flowering,12.7
+30.616589221356595,80.52982304719562,14.980481819828723,5.706015523893692,low,loamy,17.83031012460583,26.714378324583414,moderate,cotton,3.066918155976918,fruiting,8.86
+24.5484909913224,44.76425355221206,14.19479981576734,2.6865680170606234,moderate,sandy,7.425732630258643,39.140722145593365,moderate,rice,11.98583067190564,flowering,13.61
+20.14218155488888,93.77050604235282,0.5387294038311179,3.886219411233738,moderate,loamy,16.363003202819094,28.237102734593343,poor,rice,8.755680549983284,flowering,12.33
+18.03466045398516,72.53781651653844,12.032985514290214,8.411122688088144,moderate,clay,15.041934450858664,36.87205717451795,poor,wheat,8.756535758811317,flowering,18.24
+30.375324200971665,54.90809554428893,5.627276505429046,4.164948218079763,low,clay,31.810042025330997,42.168756315694736,moderate,cotton,7.696916173915291,fruiting,12.19
+34.3658445159447,83.19296013622763,1.4229448698520977,7.511602231268322,high,clay,9.43139976600514,43.64509070886271,poor,soybean,10.960406477955836,fruiting,17.27
+31.097606338528266,85.43317008373319,4.791756598885017,7.996150565956092,high,silty,24.452136267816755,20.172561667299718,poor,rice,4.884953803073298,flowering,12.57
+28.25755333122896,43.23852844871549,5.165179486537953,5.510645625206477,high,silty,32.78717154141572,32.85832484158593,good,rice,10.531039034373428,vegetative,14.38
+16.048780585790908,47.17716350688675,8.087041469981324,8.048920459297502,moderate,peaty,30.88383348398278,11.001370533829338,poor,cotton,2.9669659644147317,fruiting,10.85
+39.2122194398596,94.87641229828829,10.085714625398392,3.852127039853929,high,loamy,37.75667916032408,41.91024846405333,moderate,soybean,11.748883196794592,seedling,13.63
+34.96785479136436,33.17928306906175,11.361306377021917,5.645436820447652,moderate,clay,5.022041263698048,15.00380692030012,poor,rice,10.175517397184365,vegetative,14.66
+22.32055091752412,23.372033357034734,4.065594117167366,7.179024375749265,moderate,clay,17.383053722367855,44.86738002005004,moderate,rice,2.024017750719927,fruiting,9.1
+39.49925823397126,56.324425808763934,5.165673268603206,2.5126583257394235,high,silty,17.935424220046848,26.27238419486302,good,wheat,2.5965186583353854,seedling,3.26
+30.04703974090805,84.09679201949031,4.97153474946616,3.4625977064397078,high,silty,6.165794380777133,16.690731112922602,poor,wheat,2.848055089532683,flowering,4.61
+29.56056645518116,81.73344850485967,5.759684587752709,6.868329430542869,high,silty,33.60433121673151,41.83259657599005,moderate,maize,8.837689598825568,seedling,12.89
+33.7018294857383,93.5624503130266,14.995016479866912,6.898241078465981,high,sandy,29.111173568549678,18.011455481337887,good,wheat,8.844579340290604,fruiting,14.73
+35.29424470225344,62.65605314952322,11.780177890997674,5.439723818076811,moderate,loamy,23.482883666267256,25.77658694700252,poor,soybean,2.8123025754736646,flowering,7.55
+31.411965183287567,28.005173725322663,14.637361746396108,8.160268211039085,moderate,loamy,19.175662789126488,32.67504784867121,moderate,maize,6.483309662561156,flowering,14.72
+18.202393659155,67.09511794688129,10.55011036343233,5.33849411804478,high,sandy,36.33954924576615,24.40119754150848,poor,wheat,4.376595442464058,flowering,8.73
+23.45668764986246,82.27164914825693,6.390925173885623,8.9319003887236,moderate,clay,14.25628278797114,17.161149698979642,good,cotton,5.990253104406212,vegetative,13.94
+38.20209100815124,27.466249621586112,6.151290662591137,7.623130877847509,low,peaty,16.708952170334555,26.243751841577225,poor,wheat,4.392796319808595,flowering,13.1
+20.615390296096297,33.81259208780718,7.584426602138154,3.832253769730072,high,peaty,38.34210081853264,15.76977482353776,good,wheat,6.159600634997195,vegetative,8.46
+24.304175595937835,20.98325289245367,6.544611858784342,4.557286076361,high,clay,7.261875819977059,38.76621850381092,good,wheat,8.422868130477635,fruiting,11.41
+25.8019220736049,67.49220635574483,12.510730568344814,7.009180171928612,moderate,peaty,32.32143038690674,16.86019857275303,poor,rice,3.5384473953123843,fruiting,10.5
+25.985124742361304,90.93875135567237,7.242529188887047,9.05007356941142,high,silty,30.132090836441552,29.295301454815515,good,cotton,4.183166232330661,fruiting,12.42
+30.323489562363136,73.65306528016797,4.786408223057267,2.6083785943315787,moderate,loamy,36.56609498529586,32.415130147795,poor,maize,5.572547802617273,fruiting,7.84
+38.576895943617686,98.56320700727856,11.735473896101452,5.631971848677821,high,silty,8.169716444409021,47.80267757416024,good,rice,11.798454327625764,vegetative,15.55
+21.017317795812623,25.042692199980927,12.889095936030222,2.0690597919193907,moderate,peaty,38.96553883877804,13.130334164036055,poor,cotton,8.362256597009956,fruiting,9.13
+18.03753440752295,92.2400868121197,6.596219864036545,3.515096397881181,moderate,peaty,6.0093277024302045,47.21821100074384,good,maize,11.15495547313462,flowering,14.01
+19.936762246498432,85.12546299093445,10.183224292630214,7.173832233639181,high,loamy,16.819620459460516,18.329054293011232,good,wheat,10.56196604549668,vegetative,16.18
+37.17312250523174,45.13932163996039,1.3526657413804188,1.6996117172334553,high,silty,7.968927997846466,43.637450585590464,poor,rice,7.588165156055745,vegetative,7.66
+31.14527031638015,97.88212414698016,8.177240353586267,6.961227236999627,high,loamy,6.79116681136857,13.619810167107005,poor,maize,4.759660105006017,vegetative,9.94
+22.147669730979004,43.0350198537132,1.1522264973098668,9.107300088507673,high,peaty,38.7652375617007,49.54809509129849,poor,wheat,4.574981332134204,fruiting,12.61
+35.39867347421543,91.14437790625747,0.9232671871697872,9.724332619166196,low,loamy,30.18838879061881,42.30531011555336,good,rice,7.690675236048061,fruiting,18.27
+36.5342499090859,90.45988616593516,9.387410332579716,2.9496898092296395,low,loamy,22.69914460038514,12.518043973918385,poor,maize,7.570714352963368,fruiting,10.54
+36.16285846725695,80.6126093282378,4.898363044727313,7.740081609470883,high,peaty,8.786617686477769,18.564441737280617,moderate,maize,7.596486385885951,flowering,14.9
+37.97316334098886,65.07763790502815,11.266788855604249,9.337334038349768,high,loamy,23.410819595836315,31.94179972471021,poor,rice,5.668482260761623,flowering,14.6
+21.30602550433404,29.600219969351045,13.493197129172586,1.822323797644924,moderate,silty,16.20182763007318,30.942880445614836,good,rice,9.076618633645436,flowering,10.52
+33.87604821865696,62.55773875971986,2.521172019090085,4.726212476402847,low,peaty,14.50555470815258,35.170768118243004,poor,maize,6.081783952076692,vegetative,10.79
+26.5134874318535,48.543700452394766,11.005581159394396,9.274687901849497,moderate,loamy,26.63362415143165,28.5402670863354,poor,soybean,5.51257425662289,seedling,12.42
+36.04996382225154,83.37736265242813,7.960539975180978,2.825087484293471,moderate,clay,32.68238266749605,39.3665722318496,poor,wheat,7.05356324226263,vegetative,9.11
+33.212266929040325,80.65033651974758,2.1257291273591337,9.403846154090576,high,silty,20.514058613386524,23.939424149853902,poor,maize,10.948269721419924,fruiting,19.62
+34.41118616249312,92.8490005898084,9.948092793970508,5.744728639790006,low,silty,22.26544937819751,17.055473471375315,good,rice,9.06195162627512,seedling,13.58
+31.404045942026787,21.18641299453663,9.337268645043856,1.8990377428380008,low,silty,27.80000700981604,11.351179400800364,moderate,maize,10.14058381402916,flowering,11.91
+19.43571923674267,84.72825734584369,7.976807077311347,5.048895850799635,high,sandy,9.362331492926678,22.990624511699483,good,rice,7.344157227116084,flowering,11.26
+28.62567297242346,95.0769642499735,13.933832466115042,3.936350759203596,low,peaty,34.001234578447395,27.075153304426088,moderate,wheat,7.439144766264347,fruiting,11.43
+39.616743488112704,83.14403592865202,8.05565559350824,3.539837444966275,high,sandy,34.29285294170653,36.362748592092686,moderate,rice,10.60182187210694,seedling,12.22
+38.43470166242797,30.41555678962933,14.862469174028082,5.873280180703154,moderate,loamy,23.93663148870754,42.258253848961566,good,rice,3.460360215763533,seedling,7.58
+16.079343394925292,26.50232838727102,7.88381780079761,5.35233421676683,moderate,peaty,11.564602945280882,19.602512064156134,poor,soybean,11.616901133278915,vegetative,15.64
+19.12037039323593,21.667619184616065,2.17985455536983,5.337704436580828,low,silty,22.526725081994307,29.72810297077272,moderate,rice,7.203007510829504,flowering,13.43
+18.293219336364047,70.29961806624569,7.321833140587941,1.7932755799280375,moderate,silty,8.707874863938203,19.349354889819075,good,cotton,5.25762714342332,seedling,6.23
+33.14949774963239,70.37381214879099,3.143767057048533,8.22086362924423,moderate,silty,31.715132414727687,48.04661394919468,poor,cotton,5.146947754400188,vegetative,12.52
+35.44463324642363,98.95309713745698,9.158435535652696,5.332953838202156,high,silty,15.890386217227674,35.90187027314431,good,soybean,2.420254687357181,flowering,6.76
+20.3377841577668,51.84345392832766,10.550416540307216,8.388152458316867,moderate,loamy,15.8883128584284,37.11609602864013,good,wheat,4.884381209815131,vegetative,12.15
+27.646317323795724,46.55250279179974,7.292311541252858,8.421351773958552,low,clay,38.07670841655616,31.24896597427696,moderate,wheat,6.278786930217403,vegetative,14.61
+36.01757570028,69.9539941747514,1.9166930314056492,3.854217923632389,high,peaty,19.76505134433032,21.273190758604045,poor,rice,9.00553003370194,seedling,10.81
+33.320038619156264,86.04869380060751,7.295300279461517,1.0391167342685113,low,clay,32.6351353536823,18.01719523756957,moderate,soybean,4.790658992843461,fruiting,5.81
+28.555930137296208,94.94191596184017,1.6810861136488058,9.201211097123066,high,peaty,27.300693893036065,36.26582056331962,poor,soybean,8.576629992233858,fruiting,16.64
+29.75869226146932,84.24993329432309,10.390826354844744,7.846252237776162,low,silty,16.066149662724346,46.86828739959825,moderate,soybean,8.006928263414299,vegetative,15.43
+27.709013672907,54.13391844926438,11.960339260543767,1.96526761141124,moderate,sandy,9.332676615657387,18.515747880911025,poor,cotton,6.466424178481406,seedling,7.26
+22.43871128297052,70.79313882496513,14.454514744792066,7.315543306027912,low,loamy,32.920980742583566,32.87057337493788,good,wheat,2.097165641588374,fruiting,9.99
+29.125549821475403,88.50394613728936,2.657630553362618,1.1802094180199254,moderate,peaty,31.687628824092887,31.17299887187989,good,cotton,7.886557381700266,vegetative,7.94
+32.222132551252265,59.24877506493915,8.220094865232909,1.2498316229862865,moderate,silty,10.920745342127113,35.6661238571973,good,wheat,3.1018795281986216,seedling,3.31
+36.83307289652019,37.334931496431416,8.72929182926357,5.732409156380583,moderate,sandy,13.719055817923335,33.51159773017851,poor,maize,2.1295789125653046,vegetative,7.04
+30.907283849481203,33.57787517982984,13.875909739824206,1.8643368631271195,low,silty,31.818305583805053,20.911784269288624,good,rice,2.995852895252032,vegetative,4.79
+34.02803842607895,20.01261956624454,9.595511288649456,9.67902870236427,high,loamy,39.42708169224155,37.65766766875491,moderate,maize,3.923798457795201,vegetative,11.84
+19.001790873864323,77.45903959850274,2.609889861857156,9.044481039852364,high,sandy,34.52744503167329,20.906392531189617,moderate,rice,6.855725906267049,seedling,12.81
+26.538936860494747,28.88777670767924,6.827094197466243,6.848308281230963,moderate,peaty,28.945304285598677,36.119747190772856,moderate,rice,9.53320574429122,vegetative,15.12
+15.233290495677332,39.50712797567523,9.994056663340633,1.5733807375448197,moderate,peaty,37.039907929962745,21.99733412385393,moderate,soybean,11.43924431790019,flowering,11.95
+21.166971613040577,43.83010652182347,10.654124265004812,3.923517320263586,moderate,peaty,14.983248405465025,13.296909749845508,poor,cotton,4.852302145076932,seedling,6.88
+33.16154287782512,64.83038881094146,13.014572979563315,4.345506981154395,low,peaty,5.3378269752848775,15.088932206420337,poor,cotton,7.592934741638933,vegetative,11.65
+39.79524878373408,51.83658218366154,3.117353237743759,5.327918522458297,high,sandy,16.233882552222823,43.36384989751021,moderate,wheat,11.954956067027904,flowering,16.11
+17.479452489680398,73.97391936185295,14.297361127954726,2.52012586605807,moderate,loamy,39.01770114733961,14.854210444752749,good,soybean,7.8745514285162574,fruiting,10.02
+25.037357896532207,24.45109274629622,1.3575214742260877,6.197604785174764,moderate,sandy,35.868961562026655,23.22052882929801,poor,cotton,7.897136240631785,fruiting,13.27
+35.00177421747899,29.91513554115516,14.76455095124908,4.92193583118301,moderate,peaty,6.76246896340271,21.505670057391043,poor,wheat,3.628167859087037,seedling,6.59
+20.10089086572247,59.93692028266133,12.937622846562924,9.525672670535728,moderate,loamy,22.568545094766097,12.314388364843785,good,wheat,5.1333058749582,fruiting,14.21
+28.877123732557155,46.95718302774638,10.073955350051484,9.425757066626971,high,clay,7.765345250766934,33.9807813349044,moderate,wheat,3.9028423241200567,vegetative,11.57
+33.32678240074187,43.66506902010877,11.157434753834114,6.089265598059751,moderate,clay,32.61609960945031,41.95141883504583,good,cotton,11.262133600856965,seedling,15.66
+30.39963625650448,25.36224632300182,1.5540340858225483,6.799144023914817,moderate,sandy,18.04154508956593,49.69319147728316,poor,rice,6.64159185827288,seedling,10.88
+19.7006183653854,91.65753397984012,1.1014580119695596,2.2401682099636817,moderate,peaty,36.9180781489718,47.44128339918928,poor,soybean,5.577862938331323,vegetative,6.62
+23.884614217143486,75.34548689000405,1.9756040499948,3.009909149561544,low,clay,6.905837080369896,11.973044466946012,good,soybean,9.332623245392217,fruiting,12.48
+34.59479461213493,29.729452545571952,1.7667173126299978,9.106438637817186,moderate,clay,30.689876568598507,20.30034794216941,poor,wheat,5.469232268313477,flowering,15.4
+28.855662853300416,25.20367661897125,8.43702788530681,7.292493306061615,high,silty,18.97780193340658,26.484730461200744,good,wheat,10.680327725083462,fruiting,16.86
+15.13074033857282,97.98980267449944,3.6239378131209423,2.704871775547698,moderate,silty,14.387924535802965,45.00057389452696,good,wheat,8.756778987192273,seedling,10.42
+34.02476900070235,74.4938040351604,12.972981739497534,6.131892754659006,moderate,loamy,23.110719834076846,24.403391134026627,poor,wheat,2.439640820138613,fruiting,8.12
+15.882783873505977,53.39648568749932,6.963355034487046,9.41285125440504,moderate,loamy,21.99203442752051,32.81249375671034,good,wheat,7.598540117880448,vegetative,16.03
+33.6433445682808,76.13848326046279,10.584901908644984,4.106539955457133,moderate,peaty,17.208381425492355,36.38371990182387,poor,wheat,10.22414354721775,vegetative,13.09
+20.062014004130937,80.50654291841272,9.966659848067318,2.6723833796717678,high,clay,27.709978797865663,21.91834946284343,moderate,soybean,11.409098318348022,fruiting,12.4
+38.9518370029845,82.39697619110234,5.137869064480796,9.478227492181883,low,sandy,28.14606867873499,33.27762176854627,good,wheat,5.027456918671758,seedling,12.33
+24.198518782552117,58.230184452244615,4.025929816123071,5.151388242628893,moderate,sandy,7.69983643991837,12.035420215856496,good,rice,4.917404936733066,fruiting,9.47
+23.173290408451976,54.39062064998784,5.46561613680121,4.755177987964898,moderate,silty,25.83952751210045,29.207331362848446,moderate,maize,7.456355218016765,seedling,10.58
+18.72220125831112,20.882246741512027,12.051546420822644,3.408104798134752,moderate,loamy,29.87572948827988,25.141429542039376,poor,cotton,2.165891716408214,flowering,5.55
+22.64010538725537,94.12456921134704,9.001014302084467,9.024267654524298,high,peaty,7.656096054477701,24.230183895240515,good,cotton,4.950704791542524,flowering,13.57
+36.916269045705015,68.26463027111544,4.176310606528043,8.610550902006176,low,silty,28.069572376260567,19.395715972442304,good,soybean,9.6643820247023,flowering,19.98
+39.908358440681184,36.25231497519745,12.358773424376238,4.6269135949307865,low,silty,33.13920332375083,42.709369441359215,good,cotton,10.631634482690451,fruiting,15.45
+24.207738262671207,93.56827355371492,1.2940110985994475,1.2755195190737096,moderate,peaty,34.1180396357102,45.27692018236077,moderate,wheat,5.928369796471928,seedling,5.78
+26.215265773863564,93.19455214162372,10.638158937359282,5.019862874555256,moderate,peaty,6.457657979496563,45.52513907086927,good,rice,11.16249424615241,vegetative,15.66
+33.05177345506843,99.13473314928768,6.866961683365008,2.62772214922048,moderate,clay,29.409611565064047,25.84427935314241,good,soybean,4.829216212604241,seedling,5.77
+37.154894511626864,89.92452505111831,11.10371059795538,2.2846066313399307,high,peaty,32.894179982254514,20.36645192025652,poor,soybean,2.3872910747355176,seedling,2.88
+29.826108354669604,99.8227510256052,13.948188563529689,4.537842507058812,moderate,peaty,18.888797943560764,13.936491702964936,poor,rice,3.6541170527932767,fruiting,8.09
+24.788142454445733,39.57489504986181,11.375494420230106,1.8916924361016447,low,silty,23.999426747962325,36.89630677157661,poor,wheat,10.669062381121572,seedling,11.88
+25.3155460212156,87.37996681593873,6.908497652015044,9.617180562384984,low,silty,14.279045168465116,23.206710603666743,moderate,soybean,11.681746143106064,seedling,19.14
+32.39045366242017,85.84226470366116,2.689147381951271,1.4278526360315362,low,sandy,15.858442762298878,21.066650607386208,good,rice,8.072846490266636,flowering,9.31
+15.080456590106968,38.475228737658696,12.192089149178788,4.612326646588544,moderate,sandy,22.55668422430892,24.85752480017759,good,wheat,9.298428373204466,vegetative,13.38
+30.489733436496017,27.875003920079266,7.180230140359888,2.464324318285254,high,sandy,10.289841379883976,32.188947141338744,good,rice,10.346508105848784,flowering,11.22
+23.887325261033936,98.35364109420796,1.592028690128382,7.199301893758805,high,peaty,17.968088476065514,16.47701050641269,poor,wheat,3.9081827110250247,vegetative,9.57
+34.8549332819271,43.68196412164883,10.926303267764556,1.7093030429310556,low,clay,15.550247334568436,48.45350196409066,poor,cotton,7.49819614396796,flowering,9.54
+17.324765995578304,89.67134323742448,4.73185350579055,5.921250167877709,high,silty,13.33873611405313,39.304563781622434,moderate,rice,11.381574847110942,seedling,14.72
+29.705056673709763,20.33017237396831,1.208879327825186,7.957913456817439,low,loamy,21.93610481871097,11.871426541762997,poor,wheat,5.558852114108245,flowering,14.92
+27.02432224715309,21.681984577568176,13.589889717124128,9.550538515440737,moderate,clay,34.3537026965723,22.271511424436675,good,maize,11.905430336054597,fruiting,20.97
+31.05813814763069,57.26970469570947,7.504965835361696,7.286748066724714,low,loamy,13.479173378522962,12.010897486754244,good,cotton,9.056070003660825,fruiting,16.74
+16.62133986207421,39.097174714805085,4.573935271008812,1.895425818711252,low,peaty,28.090554899357414,19.17956797480588,poor,soybean,8.720728888567667,fruiting,10.67
+29.499594685703283,75.18730267487715,10.887605089331217,1.7966849474272693,high,loamy,13.896741762731445,21.463635596222936,moderate,rice,2.2936776849619727,fruiting,2.6
+29.03711469898809,65.24514604543634,13.345584476397176,7.584382436842593,moderate,sandy,9.972920881162745,38.71918911738823,good,wheat,2.103025568863134,seedling,7.42
+29.016502360404274,26.19886379603932,0.5044525879894546,2.937964645031218,moderate,silty,38.01626668080917,38.7495942194511,moderate,soybean,3.5817806586006866,vegetative,5.32
+30.08719166491137,33.010263705257366,10.47385668311123,5.025153777699239,moderate,clay,27.16325072583724,11.813012345287095,good,soybean,11.330684766646636,fruiting,15.92
+31.91169843065905,51.04394160467314,11.62166956326711,9.78958991216223,low,sandy,8.660867961828027,33.525105873507925,poor,soybean,9.923347788698392,flowering,21.51
+35.12472499201924,34.84832511643465,3.543947695552648,8.379161185634882,moderate,silty,27.14253990975534,48.43642524770164,good,soybean,7.163684198363043,flowering,15.44
+21.74551800320536,83.37778777951428,7.599545555447529,8.619340215701804,high,sandy,11.172145548736768,35.13460181191011,good,wheat,6.914473275667507,seedling,12.5
+35.62623525450155,53.2856188442624,1.7946455343100691,8.746929142552709,low,clay,36.07287693704485,48.42189302981005,poor,wheat,3.2807850611257408,fruiting,12.81
+27.45639205658634,27.474549347399943,11.32787329647254,6.5759080610940215,moderate,peaty,13.661478584262236,25.22236467879338,good,maize,5.867682216419067,seedling,10.53
+16.926456978358278,58.74743218176999,12.78811226916861,7.695405314762305,moderate,loamy,33.23792589284389,28.391131646088542,poor,maize,3.4990738705181306,seedling,8.76
+16.46377323109948,27.26705448491313,2.0687065312075785,4.230648231708585,moderate,peaty,11.971833180474174,29.819460479858343,moderate,wheat,4.724210186527546,vegetative,7.74
+23.355957967401523,30.314984433585373,12.338673674776103,9.986016039155658,moderate,loamy,24.54016148905168,46.95788378820061,good,wheat,2.0640140480120834,seedling,9.13
+34.62242442778669,39.16878656225642,11.687767472025737,3.516599526891805,moderate,loamy,36.93150372075351,25.211242113991727,good,maize,5.82064693120509,vegetative,7.95
+32.6920233685229,88.76221641979919,5.5302431453780105,6.310066629731676,high,clay,15.360091800850244,49.33673633467785,good,wheat,8.70578746562763,flowering,13.96
+34.71537411681016,93.96900258663776,10.509198184036958,3.53855510489074,moderate,clay,7.848906675266583,31.72504140573727,good,rice,8.87264912402495,flowering,12.18
+27.931726411040238,86.10061834656553,0.5006977964675203,2.0086394550406586,moderate,peaty,24.340718949475065,18.72482890134677,poor,rice,6.164648933570541,vegetative,7.06
+26.004974948887263,46.726177393427776,14.01106598975698,6.1082723335930895,moderate,silty,11.031570061342189,14.147521943887991,good,rice,9.294578762337766,vegetative,14.0
+18.686313167657097,41.79571528870653,8.480556911971407,4.180138037795258,moderate,silty,30.49206443900397,16.914910008035292,good,rice,6.242859356620156,seedling,8.64
+23.20481884023279,63.93245526321913,9.494913528898993,6.24897340771049,moderate,peaty,25.67874036711464,11.57130971682102,good,soybean,11.027568827206029,seedling,15.41
+25.85048415434688,77.74825284264898,10.13756149631693,6.028106289984935,moderate,loamy,17.123128816720147,37.69241013059903,poor,rice,5.1636474147665625,vegetative,9.94
+17.21501074199043,99.46982305281398,8.639850749666317,5.880310562292054,moderate,clay,29.69786240814228,30.67616720309296,moderate,maize,8.025658457027848,seedling,11.69
+20.51529881778028,30.525656950314097,12.923076369322215,2.109710098418765,moderate,peaty,13.348479135037724,39.51695570224359,poor,soybean,3.0212318741950552,fruiting,4.05
+29.955632351593472,23.943359921904356,9.340676566197388,4.9616269691532136,low,silty,37.09627966851268,41.29048486702989,good,maize,7.001355145073548,vegetative,11.55
+33.39157785597975,75.54847111962168,13.662519872986852,8.308035454589126,moderate,loamy,17.14108114655378,47.25452618876317,moderate,cotton,5.785119657832693,flowering,14.54
+39.95868778482374,86.57806268031244,8.943808522393129,3.8362914599017226,high,silty,31.70388402360157,14.679933107553214,moderate,cotton,4.570137793222187,flowering,7.05
+38.327833283588944,87.70790238931386,2.981275118718216,4.994483547628587,high,loamy,14.048177031065114,17.444129764753733,poor,wheat,5.171589556509536,flowering,9.08
+31.06412998837979,74.27708392617285,13.746657059669891,5.4444843128824125,high,silty,30.018887099159716,31.930972861732563,poor,soybean,5.184534825579676,vegetative,9.13
+25.5312013323518,96.32126432953496,10.383598726216762,8.764581813325702,moderate,sandy,6.1035295512453605,15.180972515407248,moderate,rice,6.84151229397088,flowering,15.69
+30.90443411770582,60.88038108356695,10.638965419315564,6.90039792303417,low,loamy,15.343125382330028,13.708869060208707,poor,cotton,10.433107475209368,fruiting,17.69
+34.6412904520058,93.105183866897,14.789485383288223,1.901822813535826,moderate,loamy,8.251159288122688,36.65350395388927,good,soybean,6.871380681716351,seedling,7.66
+17.958404773084684,97.42497095932184,1.5903500360388978,8.786538872245192,low,loamy,20.792718284805854,38.98846063074196,moderate,rice,4.0830800729955445,fruiting,13.5
+25.247622242407207,87.77259656024862,6.714592802879984,8.48859377933881,high,sandy,20.228779779201453,43.736019715788935,poor,cotton,2.6912700264221883,flowering,10.92
+35.99505714089043,44.78068506068965,3.96688319830592,7.782813825392579,moderate,sandy,17.56528602520107,46.6298671353867,good,wheat,5.495672018069401,flowering,14.14
+24.5958237983261,35.69725209362362,9.641183738348028,5.1945221648695385,high,silty,39.34087188395165,27.699977786183933,poor,maize,3.572812049620249,fruiting,7.6
+29.296806780679663,63.84960519854548,12.198769414347042,7.817908451372261,high,clay,13.54316914939683,49.19497352838864,moderate,wheat,10.357575538828977,fruiting,17.17
+29.694234021554955,56.24118003041508,14.511505278939984,5.308678563784815,high,silty,32.68678940897723,11.515479708103411,good,cotton,11.94979010492882,vegetative,15.47
+19.611906328340982,90.22066737541864,7.0916435508434414,7.629611808944466,high,loamy,20.66064994266537,44.80510488069081,poor,maize,10.485697171882304,fruiting,17.22
+24.05588604130721,28.0025336853723,11.90016434431776,8.920991484752825,moderate,loamy,16.718366759254035,22.85903432281382,poor,cotton,5.846877038299992,seedling,12.08
+23.362782218548304,40.61920490492149,13.797248084585505,9.01487426617537,moderate,silty,12.121334628083734,46.86858008512231,poor,cotton,2.810499163281188,fruiting,11.41
+15.65491771330162,80.14391556149668,10.40821877177033,5.091207167687092,moderate,peaty,27.16913632598961,18.904175480925463,poor,rice,9.094064359382497,flowering,14.43
+15.60479409728388,27.59893159818497,4.019622010521683,8.734084114168263,low,clay,16.678734510534966,39.639746177914255,good,soybean,8.680937865594144,vegetative,17.06
+35.79242609189434,45.661153121736014,9.313885191062976,1.9131164245694183,low,sandy,33.45215658698951,27.018271041252216,moderate,maize,2.672268565347877,fruiting,4.49
+21.82677024932031,50.97243152431865,14.564304693349206,1.9163747573810288,low,clay,38.89626970408619,25.25859360102875,good,wheat,9.887796839724984,vegetative,11.44
+27.951969155970385,69.8075037250152,14.819530518492698,5.93440252180732,high,peaty,12.949604768676894,12.376778051451591,moderate,maize,10.245334954493602,flowering,15.13
+22.468139339719325,32.65061165754916,9.814217443893282,6.866601566106421,low,silty,9.503463504110163,38.23646906869694,poor,soybean,9.177847890351217,seedling,14.41
+38.51698112788351,88.84835922797676,13.361322489143843,2.3769439838056243,moderate,silty,16.043123042087714,17.014110411865055,moderate,soybean,9.276742183727103,vegetative,10.21
+21.482418971644343,55.80337883730194,3.4050657758047405,5.249620403253937,low,loamy,21.348911846941984,28.519726727632523,poor,soybean,8.897736955857148,flowering,14.75
+25.741420318473377,93.36173695044452,4.068139771807143,1.849264010343308,high,silty,15.533838558223763,15.65232456677672,good,rice,6.3615184940552085,seedling,6.28
+36.81825626211504,57.429593090714526,14.316870386830466,6.4188953699797935,moderate,peaty,38.96633821191794,34.179112725280106,good,cotton,8.16306970138928,fruiting,14.42
+36.04833916979521,42.00322071525867,2.460912944674715,8.69584633077563,moderate,silty,32.2720573888235,19.242449388778805,good,wheat,8.167964591040842,fruiting,16.83
+19.65253544615693,31.34630629501399,3.2710433523554445,7.638750784175714,moderate,silty,38.81492565647965,33.775861233250765,poor,wheat,7.377538808888076,fruiting,14.89
+35.06608274489276,20.299607576902787,6.59795468724075,4.404623971863441,high,peaty,18.063398506029287,47.86463121530626,good,wheat,8.039090369159945,seedling,10.26
+26.45467216844732,62.57259879878685,9.04897217242358,9.944144169734097,low,sandy,15.663620134940125,46.83674001534215,good,maize,5.994453680470961,flowering,17.4
+27.07422180213388,28.57253575415388,9.25534967503994,6.96641478819523,high,clay,19.257688469087245,18.01857436435992,poor,rice,8.782941224731804,fruiting,14.62
+18.3369993103986,51.33822109049426,4.733652125650684,8.337235909982311,moderate,silty,23.29916876645553,13.967424378412488,poor,rice,4.270032224153187,vegetative,11.29
+17.015037843928116,67.14174089896693,13.848901520280048,7.027276485625594,low,clay,30.954432109115835,11.706444093422675,poor,wheat,10.53287866920638,flowering,18.44
+33.198482674344135,42.05487175221602,13.76894866031401,9.90474661978414,low,clay,35.838565628371086,43.14018478706349,good,wheat,10.50931815222057,fruiting,21.26
+27.41152880888249,34.01794338928922,6.1849867692594005,8.392237904959956,high,loamy,21.211295638265035,19.972303290376303,good,soybean,6.978621275197568,seedling,12.45
+25.921267565379488,81.97772980874733,6.797230656739308,5.6748089610589645,low,sandy,15.121255608569266,21.35749457423476,good,maize,6.965927515390254,vegetative,12.2
+33.23770571630992,95.74329378252963,10.68620819394672,4.301916065538308,high,clay,16.159630102441152,19.04981113395462,good,soybean,5.990476858549145,fruiting,8.77
+34.13782247477774,28.03523342895728,10.113440497784062,7.139393462339582,low,loamy,29.393189042753782,43.60335820887848,poor,cotton,2.457423554764107,flowering,10.71
+18.97270419173384,32.44722595080063,6.043306716933954,6.31199627926308,moderate,peaty,24.864531189702365,49.15607981625209,moderate,soybean,3.432650447713215,fruiting,9.02
+30.255628736941038,96.80101258021747,6.50654164705455,6.664155319247908,moderate,peaty,22.027294584204,40.20746603720141,poor,cotton,9.144881604687626,flowering,15.48
+18.38385205694214,23.0227377449797,5.546564679612315,4.087105896553813,moderate,peaty,12.097092757166092,42.94311441876761,poor,cotton,3.4274099953886688,fruiting,6.48
+33.784377150726144,98.21058692403778,3.913082600822965,4.858555785134991,moderate,peaty,35.640949062461615,34.82001842077351,moderate,soybean,6.120450011263167,seedling,9.5
+31.42387890667849,20.3715586467991,7.143006262400025,6.022869174015848,high,peaty,32.33571566275921,31.150996335859148,good,wheat,5.542260975422335,flowering,10.67
+38.91536552708645,89.8934924521065,10.453294912586836,8.553550617296587,high,loamy,9.922351060873035,38.8631201916206,poor,soybean,4.195262767962609,vegetative,11.21
+16.72395040891053,44.586014479019966,11.258517227057247,7.866180259866129,moderate,sandy,17.858595911074783,11.430515152248812,good,cotton,7.288401810362635,vegetative,14.13
+16.426368028781358,95.08710865418372,11.793667899711458,2.067902834525113,moderate,sandy,23.9746232773612,12.456021024135868,good,rice,5.630707592490485,vegetative,6.49
+22.05467686733,45.355623090846834,5.933614195070261,3.209988250174526,moderate,loamy,20.901851797003623,37.49093954304735,good,cotton,9.595327229651826,flowering,12.09
+21.54264209339765,72.34450572272448,11.587221917132116,1.239919524397247,high,loamy,18.92285435582085,23.402798583482323,poor,maize,8.389722027793903,seedling,7.87
+21.1744699768,26.402605581274933,0.5944865775321915,1.0716451116903227,high,silty,30.159116414618527,29.553374257930987,moderate,rice,6.805375994633289,vegetative,6.08
+37.65636451302592,39.38638491629912,7.417224096894792,3.019379223522176,low,clay,6.907622648324311,41.27970254639641,poor,soybean,7.754777349796929,vegetative,10.3
+21.238654996237653,81.89434771834006,12.011613801924018,8.193888532083967,moderate,peaty,21.499361869407966,33.08631633627736,poor,cotton,6.311790655029629,fruiting,14.75
+21.79874315321577,62.29486829430557,9.635648449299625,9.142728923569484,high,clay,14.176359163636048,42.21047498652232,good,rice,9.833880816267293,vegetative,17.01
+33.98495656044909,94.23752494296356,7.373915300240362,4.525915293087383,low,silty,7.961643483216563,26.76620968682574,poor,wheat,11.604135643788595,seedling,14.85
+26.2434960612635,54.30011266730834,9.847309095792063,6.068787369460107,high,sandy,21.271050530103796,21.49693411886179,poor,soybean,9.66838617999555,seedling,13.0
+34.417763923879534,89.58498926511385,13.650717045655629,7.354473417598427,moderate,peaty,10.997904187469906,19.39347635535475,good,cotton,10.617053380143748,seedling,15.46
+16.63415393910963,55.916434998259,8.712536108848006,9.576430293265538,low,sandy,14.037849866157302,15.267238042927884,poor,maize,9.836636752897649,seedling,17.42
+27.189279841834608,98.33986229615884,12.09689977617154,9.216390135676884,moderate,loamy,22.745305532852655,11.471860890958334,poor,wheat,6.0761172419660205,seedling,12.91
+15.840340004582066,96.78675051191014,14.720769515765364,1.5147307304324191,moderate,clay,39.07981429764875,12.125960627336184,good,maize,10.541578819268212,flowering,11.22
+16.566330086383864,46.330936444486426,10.730738930095717,3.2334925888835278,high,sandy,28.948925238124456,20.83995308531257,poor,rice,2.3794992203303305,seedling,3.63
+37.66093633361027,90.87389363334424,8.81322357639142,1.4423008955965937,moderate,silty,14.786762935488866,21.1365037737828,poor,maize,10.855542968094532,fruiting,11.72
+18.48113427793988,87.80890993725194,1.0435462333174337,6.548881788901462,moderate,sandy,18.384211840138175,25.271381161328428,poor,cotton,6.70014355971562,vegetative,12.63
+28.31051705688043,36.85443178620503,5.929929524691519,7.394439848253751,high,peaty,19.214660331234203,33.66469484958022,good,cotton,5.299939146291468,flowering,11.96
+25.277390065017663,69.94323206266158,8.698919635969215,3.774550711208603,low,peaty,10.3773168170532,40.371981405282426,moderate,maize,7.251620908790395,fruiting,11.23
+23.683583156471062,25.81458524718519,12.059495289737471,8.684667173198932,moderate,clay,10.622896610088826,17.90820032235029,moderate,rice,8.879586521421228,seedling,14.94
+37.49583364218181,86.93685764667693,6.852519449889856,5.07531475370348,moderate,loamy,10.193815322057755,40.369927063959565,good,cotton,8.152938049585027,vegetative,12.22
+15.545584919387238,33.96367068027972,14.420844998589216,9.985433635873113,low,peaty,23.25824482079209,15.55958111165471,poor,cotton,8.181005395948096,fruiting,19.04
+31.594742154389728,25.66517611086116,4.441009413043286,1.0035972333039245,low,silty,28.59651303588979,49.547744827594926,poor,maize,2.999567795562294,fruiting,3.91
+39.08486085533876,52.0175276431049,11.296224330549588,1.9854073757670097,moderate,clay,25.675223961378933,21.40135132330453,poor,maize,9.289946634748624,seedling,10.27
+29.00420458654605,66.15377108797148,6.575955547719849,3.7161391864180633,low,peaty,39.2218514908672,43.49340058816597,good,rice,9.116893705834896,vegetative,12.56
+38.420561550827294,88.39335668478168,7.546833171205635,1.2295683815834184,moderate,silty,9.405610029017817,17.618633115566134,poor,wheat,3.157567017778305,vegetative,3.43
+16.306446982150593,97.93940204173892,12.136279491048883,8.041055119644257,moderate,sandy,39.52660422059643,48.02571121749027,poor,soybean,2.435893007587349,fruiting,9.94
+25.46983297685404,55.15940100558909,4.79512129394973,1.474946090841585,moderate,silty,21.333587686076218,43.06507140848848,poor,soybean,11.82800251070046,fruiting,11.93
+21.50394477405128,24.835753838821617,1.9037748206295757,7.740816699644445,moderate,clay,12.65214757219982,24.375570421881363,good,soybean,9.462416228109998,fruiting,16.78
+33.270524124518246,79.92924632206964,8.043705976894692,1.4731161291059447,moderate,peaty,38.0148289102015,26.85886904379418,good,maize,8.057759357094842,fruiting,8.84
+39.53242726243117,65.213860497915,8.167521871154356,3.2745453818774104,low,loamy,21.401465855060746,10.153519740919045,poor,cotton,5.162490531270253,fruiting,8.48
+21.413251561106197,55.83130758755705,12.058932697267918,8.571491340926766,low,loamy,17.157143432368215,20.057289772518637,poor,cotton,4.756574779377497,fruiting,13.64
+31.354365036851863,44.74151030337517,14.540628490365476,9.559857648139518,moderate,silty,12.483353633628482,21.57185823807806,poor,wheat,3.353730392292824,fruiting,12.95
+19.9524408189935,60.19188222748285,1.3018599517610516,4.730737083944611,high,silty,14.375640789053074,28.109547958397137,moderate,cotton,8.085431982553041,flowering,11.54
+29.133256364290247,47.09436835656248,9.079497369275078,9.72945067881296,low,silty,39.272682857952674,15.561992559806669,poor,maize,7.759835695659529,seedling,15.22
+26.598312167208405,80.56094941978883,10.378538689564598,6.641928313826883,moderate,peaty,15.6390703966671,29.150675524889973,good,rice,11.355034399536953,vegetative,17.17
+39.300133240788426,63.511495719411286,14.794119585853563,4.742516101896383,moderate,loamy,39.223207331586174,36.73873941677009,poor,rice,8.278154916660569,seedling,10.9
+30.213181817411662,90.14782193232897,14.167558107015218,8.225212095711253,moderate,loamy,16.55752453142305,24.85129192573274,moderate,soybean,6.514585926528955,fruiting,14.01
+23.73765930217047,63.483513171955366,10.830536088323674,3.6579566812618105,high,clay,13.099646295599667,19.28781102262104,poor,soybean,10.972927768693436,fruiting,12.87
+17.852394622198332,39.0609930671944,8.065946463044755,3.3921663522419654,low,clay,11.417746401564656,31.90865947815579,good,rice,8.140559561934428,seedling,10.55
+18.781170718373364,88.08735057857156,2.8420968733392886,6.908929092199669,low,sandy,19.414907684589892,11.16015611841108,good,soybean,9.14253803260285,vegetative,16.02
+20.63292324878088,64.57752359440352,6.070560050464052,4.514386257712855,moderate,peaty,13.288225698725952,23.63349803105792,poor,soybean,8.266675649977609,seedling,11.36
+21.27416653350745,36.5472830514849,8.984273713328738,2.2232622425048163,low,silty,29.392828733946857,31.10360971632056,good,wheat,3.6943904893764175,flowering,6.0
+36.26540144602845,69.88062479649777,11.015405750638427,1.602678117609179,moderate,clay,13.392010737739245,23.433712647940897,good,rice,3.238501222678978,flowering,3.85
+29.030569707063123,48.61734119539421,9.713293583447127,8.090583186236296,high,sandy,34.23888957492542,23.817257043901108,good,wheat,8.245743605078783,fruiting,15.17
+28.08477278435916,87.55244898336527,10.854780626502247,7.083196586221102,moderate,sandy,34.190394047085846,43.93186650548813,poor,soybean,11.140065504378455,flowering,17.99
+17.869221796730436,56.26397909172343,6.722711316002516,4.70618402145943,low,loamy,14.993423091682317,47.35967148780658,good,cotton,11.636567610489802,vegetative,16.07
+36.50349233373588,78.11530864859334,11.05059571327963,9.066048716539507,low,peaty,31.37390456703904,43.095705893946345,poor,soybean,11.954184696882264,seedling,19.02
+33.07035758021209,27.642896610898973,2.5842482122859285,4.697710771983396,high,peaty,35.014105659280865,13.954698003139567,good,soybean,10.43997579540442,vegetative,13.31
+16.69170904750004,51.68194770418769,2.8575015205651466,7.392659243188452,moderate,silty,25.65464953780013,21.58969777523985,moderate,wheat,5.638870806401665,vegetative,12.06
+32.69587743074422,98.6593149177919,2.861066114527211,9.182037476865636,high,peaty,17.82163438024192,38.45177466766659,good,maize,8.135189912955436,seedling,14.0
+28.588455433566157,84.67682315817187,13.417541877018753,8.56643912837599,moderate,silty,20.43385153494377,48.975711800106325,good,maize,8.090552792049714,flowering,16.6
+17.043133643669456,32.79526418935429,1.6024939179752002,5.5999429870562105,high,peaty,32.51801027621737,19.691261938803223,moderate,cotton,7.375520432369443,fruiting,11.35
+26.45751603821641,42.22112395818041,12.1218714046354,7.125727532020594,high,loamy,15.266111239888495,45.92841916357202,good,soybean,9.420647550187514,fruiting,15.34
+27.11740717825117,46.385264708508885,3.8867780216776886,4.722991990546321,moderate,sandy,16.70618170316679,39.560599486522726,good,maize,3.699856157151776,fruiting,7.98
+19.14436350408189,72.02924483963565,7.292234137181135,6.824774550647026,high,peaty,10.627451769024775,49.33801465518129,moderate,cotton,3.886893765724882,fruiting,9.73
+38.64245367500706,80.55958075917245,13.781370634252331,3.317971945108563,moderate,peaty,18.96683410545509,13.743419269669364,good,soybean,11.446705153519368,seedling,13.35
+36.24938428701655,79.96212870463279,8.996089830468847,4.91267902392598,low,loamy,8.028029628732007,25.78982992772149,moderate,rice,10.398590720482291,seedling,13.96
+31.725558433227707,60.78992450451223,3.5467064503692,2.8859116384165517,low,clay,16.236205434618903,29.124600093380018,poor,cotton,10.185203895645202,vegetative,12.59
+26.55738902501518,84.8656430270521,4.619305874622703,1.343664574115932,moderate,silty,18.071778333175,36.88330500978313,good,maize,6.831072007638485,flowering,7.49
+25.29413853961271,54.96624662059801,13.846476046488892,6.296858655178351,low,clay,13.941769634844624,36.15888145100516,poor,soybean,7.677680899061524,flowering,14.97
+31.274336678773853,29.910445223644956,6.693586914094686,8.779864108157179,low,sandy,8.547534169724585,46.253813788569225,poor,cotton,8.248979973037837,flowering,18.36
+28.63579673517264,65.15534733230507,9.011289503598446,1.2302044716087237,moderate,clay,23.25835348965443,43.54692490353328,good,wheat,4.939747174169102,vegetative,5.17
+16.55682764704714,96.18411076808852,7.169016851068137,2.764267666563663,high,sandy,35.27784094144148,12.214906756647183,poor,cotton,4.94712987923226,fruiting,5.89
+27.812566219258294,83.43949211140091,5.987352276702519,5.14166553343378,moderate,silty,16.747566103016467,29.461604920395487,good,maize,3.7987577839349966,fruiting,8.18
+35.160090430820986,66.2960518153794,3.737547340519828,6.99307135158028,moderate,loamy,13.288054999704856,26.282449208763985,moderate,soybean,7.601934231785738,seedling,12.54
+26.48099693992395,71.74445282792774,10.449776757026733,2.541062743028978,low,sandy,14.97633761916762,49.88578346101499,poor,rice,3.635161824293815,seedling,5.28
+16.29891443885671,94.4449621628458,10.914509380945749,1.5102534607356186,low,silty,35.166051345648285,27.09032776977965,moderate,rice,4.0114559778021865,fruiting,5.24
+34.65695498460083,54.26742355479684,4.4858338283072925,5.671438459542003,moderate,loamy,23.47326563627292,37.30476560010745,good,cotton,11.025331316322935,flowering,16.25
+20.03409455339936,46.51153111541099,11.94065722429504,8.368387417515779,high,clay,9.577662294477117,21.377177325355625,good,wheat,7.259610795921138,flowering,15.27
+21.46552087220097,98.17932520003592,12.890760404374353,1.3171141838149416,moderate,clay,29.822757716941187,34.58515823669508,moderate,rice,8.190695096335528,seedling,8.61
+19.1176588358074,89.07545068082668,13.84978889547464,4.144325053231233,moderate,sandy,10.402912663170731,18.26532354473733,good,wheat,3.342952851626703,vegetative,6.39
+23.25537662178744,45.843486769488194,2.837580001816364,6.971632685140017,moderate,peaty,7.108554102978283,34.14426622598448,good,cotton,4.060634898765543,fruiting,10.17
+33.918787642215875,57.10244778887383,4.906893412392362,2.176678054922203,low,peaty,13.948970677427104,44.72760954351924,good,soybean,2.9823313153988336,flowering,5.45
+27.984646487598432,53.20625032062392,12.975123538803588,3.123520992034811,moderate,loamy,10.883156283086803,10.769511657835483,good,soybean,4.715155630152438,flowering,7.62
+20.122031853767812,31.927654293714717,3.378832941004463,5.819433794076394,moderate,clay,26.174911603113383,30.18345638157384,poor,rice,10.815493998767453,flowering,16.05
+36.94575195380102,96.62554590506072,0.5502926590306829,9.579085267277964,moderate,silty,21.959824256901467,49.29482497425592,good,rice,10.886496148954434,fruiting,19.92
+36.98954637378823,52.3449944975807,13.1269959986487,3.5860835641938045,low,loamy,30.342259267250352,16.370500897932803,good,rice,8.735895142488477,vegetative,12.22
+36.76446062615017,90.02632661103264,5.233516905394856,5.387746790986393,low,sandy,22.904986759108606,17.336493121955534,moderate,rice,10.756849594028822,fruiting,16.16
+20.969905284538484,35.148498214453205,6.510214114514775,4.599377767579765,moderate,sandy,19.665207732328568,28.83294884406172,good,cotton,3.90941602377402,seedling,6.5
+26.280983604524703,63.82966485097758,6.971843372949251,9.07657004827072,moderate,loamy,23.417654165321007,44.83972721307637,poor,wheat,3.479928811065659,vegetative,12.01
+39.62474140352188,21.916910809941584,12.799981709674814,1.6470087762800407,high,silty,20.207013958072224,32.51038437748457,poor,maize,9.65503411654739,fruiting,9.68
+34.30031190774976,81.13763870738468,5.399436096605176,6.095328322066878,low,clay,6.298041286991383,30.34834578282336,good,cotton,11.896490309016563,seedling,16.73
+15.679185530638996,66.47311185970227,13.438058344918986,8.615077292709497,low,clay,28.8244689548684,13.470282364184849,poor,rice,9.176449038104122,seedling,15.76
+16.6301147815123,70.04716667758021,9.445617501696695,9.893058193563323,moderate,silty,38.67456141750594,48.47944058298724,good,rice,2.3702675532908506,vegetative,11.7
+26.59828442030832,24.137670604372275,8.145657498488422,7.288529477696266,high,clay,19.771174496261622,23.88463725918797,moderate,rice,3.8387500498162113,vegetative,9.28
+37.730505146539,36.88306641668923,5.2214103533482055,4.419419280998721,high,peaty,19.830654431881637,20.072286085902505,poor,maize,4.475050136084208,seedling,6.74
+28.467544948817856,25.94646978828641,4.033819596077194,4.706419172805495,high,peaty,6.601910752303629,26.469757789722067,good,wheat,6.227565973893683,fruiting,9.46
+27.445312700857254,43.11314526430494,9.548847420271557,4.165139977684875,moderate,silty,36.163267964036194,26.56728646823279,good,rice,4.209439254281591,fruiting,7.82
+17.636842498915765,70.19512061457208,6.979965320820353,6.432517898262581,high,peaty,37.51924856120255,28.34132434912238,poor,soybean,2.606288352195841,vegetative,7.39
+31.41950261810735,65.29487874539001,13.702482144014091,7.654651936464258,high,loamy,33.45986913049501,37.54152807516661,good,rice,4.583277994684182,vegetative,10.53
+35.552579015005634,68.97198572907122,7.628761383653721,8.375208072300378,moderate,clay,8.722091503964984,44.71786274457861,good,maize,5.509749023352235,vegetative,13.09
+24.510500187689058,63.940101710231545,7.921026292167272,4.749337987148547,high,loamy,36.50782884038787,12.292515205074247,moderate,maize,4.836105398373785,vegetative,7.6
+34.39029627313319,41.84230365406875,6.542487576472011,7.4503765203313534,high,silty,5.8384482188264295,29.63074258666821,good,maize,2.2780448731649523,flowering,9.18
+39.11191634752029,39.56059978755402,11.944313456373632,9.246003328267989,high,peaty,20.56010131327081,26.55912499304288,moderate,maize,11.27612937434445,vegetative,18.57
+20.094161478192227,30.964774682926503,6.660168372584421,9.287423150056348,high,loamy,22.52182789354881,10.435204512752932,poor,cotton,7.413902202173788,seedling,13.46
+28.08324077986853,87.92566999227937,4.405458996371447,7.336261024431783,high,loamy,34.19007353592186,42.65957803610008,moderate,rice,10.485496162540349,vegetative,16.27
+22.178448952114387,69.31834868329956,12.999447677255892,6.732119735312825,high,sandy,31.280072470888985,14.172528044828937,poor,soybean,2.1543179635631766,fruiting,7.48
+34.821360475845985,34.92088100032478,9.154009209795984,5.783734679725061,moderate,loamy,32.898391377496004,14.589920380280198,poor,cotton,9.970715780623774,flowering,15.9
+29.43983414702894,34.176750385699165,9.076898186650526,2.648779013639157,high,peaty,35.37653323450812,11.931936722068134,poor,wheat,9.044441657022007,seedling,9.91
+30.864560438757596,89.84284812209094,9.356922003876935,2.112666873448766,low,clay,21.6624822172454,18.016865352579355,poor,cotton,11.77098190452785,flowering,13.8
+34.94785399039735,79.41846910106554,10.923176348982167,5.371399061104422,moderate,clay,32.308832373101,17.07265126217993,poor,rice,3.1466898683119906,seedling,6.27
+24.89926181656137,72.75192639242971,5.039485845032219,2.4349974058671338,high,clay,7.381158304190363,23.914633443539795,moderate,cotton,8.426515995303411,fruiting,9.38
+37.87725171017608,52.549128603143984,0.9907433770785412,6.192999331024024,moderate,peaty,20.559124796268858,36.37081577004119,good,maize,2.2118386246464943,flowering,7.92
+28.3257216811535,40.95804514228141,12.25360083271664,6.811324572710964,high,clay,6.054643620437439,12.17176910513916,poor,cotton,5.569895271742452,flowering,11.7
+18.9488705708837,98.3560610490259,2.3691232812837426,5.730540377680367,moderate,clay,37.03602728615079,44.41103040699146,poor,maize,8.357606100588384,flowering,14.24
+32.397477954220065,83.77916600182402,10.96638618955289,1.3278404126135228,moderate,silty,38.54448236835223,23.063144614262235,good,cotton,11.320868567970322,vegetative,11.56
+34.83153376095636,44.14233785090212,1.6935718251662668,1.5195516292209894,low,silty,7.937867110085698,34.264293242877,poor,wheat,2.829079023677731,seedling,4.03
+22.91904192668817,87.80518370227958,5.941963709413136,2.020070662133369,low,sandy,23.64193255427162,10.480204488430171,good,rice,6.892502752032094,seedling,8.27
+36.42948142496883,80.71455588917452,1.4138780125573045,2.3828122448950517,moderate,sandy,16.37988622179042,24.632316602734683,good,rice,4.383836027191951,seedling,5.26
+37.65358136914416,43.76644399023987,8.072098354602007,9.908943523923998,moderate,loamy,16.98869996320073,10.082036476214732,good,cotton,4.162400450987915,vegetative,12.95
+21.922612184445224,54.124228339331175,9.97046870533284,4.100455151768102,low,loamy,20.774502148141963,16.618330943088665,poor,maize,8.883062511707074,flowering,13.33
+39.58803681788055,34.876275631282134,2.9857805470837304,3.627760362771576,low,loamy,9.377308783909276,27.914017218852734,poor,wheat,2.272701088046298,fruiting,5.73
+18.51778820121896,28.884195550248748,5.88860046735683,1.4703997209780617,moderate,sandy,11.326956957436945,31.40349687798999,moderate,maize,8.317646262951046,fruiting,9.18
+20.05039171006225,77.82096262717573,13.988472620124275,6.717883516170369,moderate,clay,25.207903104478067,16.117143988853826,good,rice,3.623784864399725,vegetative,8.91
+19.60562098095065,41.40094858830933,6.914642198058123,6.869717066181527,moderate,loamy,5.65645683031209,39.808651104626094,good,maize,2.147455581519992,fruiting,8.36
+37.34974275019676,85.60474925970028,12.136881750160072,2.579038206207982,low,clay,25.993035770497023,17.56014662082418,poor,wheat,7.437160212752195,vegetative,9.88
+31.357313808124047,99.64869692115408,13.944178803373031,9.273173868321518,high,clay,16.162101572533427,14.633803686282292,poor,wheat,3.123927615925329,vegetative,10.88
+18.80260708055682,26.12958511437189,14.628014462170654,8.204441919356146,moderate,sandy,34.12722451814005,23.33698051044697,poor,maize,7.61485137221053,seedling,13.76
+26.00808545920872,57.84281000669602,13.525669285524854,3.0728738512675724,moderate,silty,26.000227770503933,32.05714654643813,moderate,soybean,4.804815954255538,vegetative,6.53
+30.38245062674505,84.16500474486425,5.102377272805052,5.372647578248836,low,silty,29.783192024926016,49.55607265678993,good,wheat,4.788186995496767,flowering,10.94
+17.086602124734583,83.11607172329869,14.457306849337298,5.125517705789649,high,peaty,9.004881343328087,26.74862918540601,poor,wheat,10.053712141998922,seedling,12.56
+37.060409210183465,80.79977266647748,12.27973100531768,4.136683999080887,low,silty,14.3051827638591,27.03985668968443,poor,soybean,9.11808493838166,vegetative,13.09
+35.090088386038374,47.91959482415288,12.639045962772572,8.358712415430519,moderate,loamy,39.88343631402128,12.373338804660868,good,rice,10.277301019216164,vegetative,17.15
+27.63016933941596,56.30826045480418,0.7200082704916042,1.9833803705903588,moderate,sandy,20.17782864182283,40.63278692637213,poor,cotton,6.249981259332779,seedling,6.97
+39.17816538147926,67.59746858731762,14.336463518115258,4.737828158450134,low,clay,17.560282186347337,17.271320074441732,good,cotton,3.1234877717353786,vegetative,7.69
+25.44402448187749,97.91524668586058,11.78230824580674,4.852280174942953,low,sandy,35.584937564204594,39.79214258181513,good,cotton,9.635135583954645,fruiting,14.91
+39.602757975912446,46.20378167507943,11.63552869936455,5.2185304415276175,moderate,peaty,6.157611310209719,46.42467510919766,poor,cotton,10.671671461309998,vegetative,15.16
+31.69799997009068,93.8515110173486,1.6821085984645006,8.752149919887657,high,peaty,23.717067658664185,40.72883048365445,good,rice,7.879081889280436,fruiting,15.74
+30.866781831348536,41.54855345443953,3.872243845563303,2.963501831813512,low,peaty,12.359002482507352,35.6981368164886,good,soybean,4.204171216778034,vegetative,7.09
+19.148872382394625,99.12595723789636,14.452794144499537,1.9263085616104547,moderate,clay,17.885347700881713,34.15665181954519,good,wheat,9.667932111937162,flowering,10.29
+37.0481939576161,73.62109494620734,7.759817584679406,6.560276165389972,moderate,peaty,11.99219751546148,28.145315696581616,moderate,rice,2.4422965367013254,fruiting,8.22
+25.68724219801538,57.08091842868407,6.268941264440214,2.5645102748024247,moderate,peaty,6.3237965842047705,15.781707804655078,good,cotton,5.4385700868513736,seedling,7.07
+19.055835144561986,69.07123424508839,12.679141848630248,1.6743887726915778,low,peaty,19.577924688899486,41.15354436487009,poor,maize,5.908107924732214,flowering,7.73
+15.315187999393975,41.80249352321654,1.7664360046521927,4.839842985139481,high,clay,32.622105741828136,29.09289081570375,poor,cotton,5.315481313404892,flowering,8.93
+28.99389209095956,41.93390860091733,6.54565923593036,2.976817877723269,moderate,peaty,38.318405141941184,35.025832925425775,moderate,rice,11.44837402490633,vegetative,13.82
+28.18499055306691,29.08436350747951,5.947661229120213,4.250949569811853,low,loamy,26.83485411135043,24.960609156537696,good,rice,10.32243705893078,flowering,15.16
+32.983840559228966,29.1240238164319,5.572845111940695,3.337399720922117,moderate,sandy,18.609298232345253,18.02890878721737,good,wheat,7.304015165287145,vegetative,9.28
+37.256451325445056,47.813739317512905,4.96153753296956,1.8337281645107415,low,peaty,31.944934574155575,42.2603385515305,good,maize,11.351458336793492,fruiting,12.89
+16.98516461607574,81.02843823170973,3.546086873456132,6.043124826317815,moderate,peaty,22.68283942002273,23.69599222295161,good,cotton,3.5606266332701813,seedling,7.63
+33.28741225850906,68.63769340785299,3.007206643362572,1.2431657623553711,low,sandy,17.866709796173154,44.66720115885647,poor,maize,2.9640378810864125,flowering,4.33
+19.68529860243956,28.206764826481667,9.785888695335274,9.697378131949597,high,peaty,11.268139239354111,48.62899610090727,good,soybean,5.846828335776963,flowering,15.1
+36.4544263289291,88.17892199807288,13.831225197525836,4.0719746956146965,moderate,peaty,32.864549451797004,43.19954108828146,poor,soybean,11.909145225801051,seedling,14.45
+35.476587846541406,68.10941015920531,7.8783488561232815,7.256417594408234,high,loamy,22.514902668095583,15.125521811634028,good,wheat,11.036996042599938,vegetative,16.3
+28.51984387463861,96.86844614278236,4.820631009026342,8.29326585292705,moderate,silty,38.7331309458872,44.20043709429774,good,maize,4.2191124200000045,vegetative,11.74
+32.75606996558279,73.6148373928966,2.807822866972282,3.5119431598559965,moderate,clay,33.0668360122052,30.77431301652929,moderate,rice,11.300120984059191,flowering,14.68
+22.858752829593712,34.013989096334484,12.537078793262616,7.738648381990614,high,clay,19.700564169979693,19.65646403590586,good,cotton,8.31109475459445,seedling,13.04
+26.77919747332037,57.90266898462578,14.5866348188616,8.491787698822385,moderate,sandy,30.929751430361,13.726241345045826,poor,rice,5.091605205791658,seedling,11.36
+35.54092244276179,71.87980780377633,5.562753321283852,3.1718551043045218,moderate,loamy,20.868702249822487,21.140393565196582,poor,soybean,10.172688661959365,fruiting,12.71
+26.481629929330342,22.261176083998212,4.718781170505869,9.932452092064654,low,clay,7.795300494499262,15.497083287048596,poor,maize,10.567112993261018,flowering,22.3
+23.944956633136044,21.19282113238463,9.221647818136647,1.1861981455788042,high,sandy,23.083836804537658,11.025783288057308,poor,wheat,2.005051717677764,vegetative,1.28
+27.3553111812575,30.35224004788543,11.742270223824674,2.95300432211987,low,sandy,35.30050168369523,49.51057396456431,good,maize,3.347010183924789,fruiting,6.41
+35.70623131093046,40.13315480363766,7.103340651470133,8.020186806492935,high,sandy,34.940446148095575,43.26168993612106,good,soybean,9.494101777510016,fruiting,16.62
+23.38020118427182,54.363929881654045,9.636060672983763,2.7471792255017755,moderate,clay,25.123841977399117,39.55797052387439,good,rice,8.121119117712928,flowering,10.13
+19.344039828393598,58.99523790078307,10.889961486337732,7.284338769755858,low,silty,18.30082377451975,17.72055084773115,poor,maize,4.613374686141534,flowering,13.21
+32.80035050826952,31.04220871503174,14.4285881739146,8.699773644846132,low,sandy,5.353521080863013,11.10945755803395,poor,maize,4.746426945085406,fruiting,14.31
+35.64945531770205,73.87132632926647,2.893041292541209,9.632928453708342,high,peaty,15.899342262882945,29.40815530298764,poor,cotton,3.1106052088432925,seedling,9.32
+17.515936963088333,67.69104493572279,14.962046160467857,5.268227638602426,moderate,silty,39.6433002057707,39.667777197452914,poor,wheat,6.27323209604568,flowering,10.81
+20.996852818898617,43.557127907292816,6.186271500997817,9.739982106839056,moderate,silty,30.427186165254803,48.513494534390496,good,wheat,2.6137117487368924,vegetative,10.98
+18.549299744024847,21.09279067482336,10.98640206953503,4.704600670135108,moderate,peaty,30.1155997338772,43.75534754412619,moderate,cotton,8.83693729662729,flowering,13.43
+23.698535289554165,26.21183322826326,8.80000848060846,2.963152357069472,low,clay,31.63791866161164,45.7400942397823,poor,cotton,4.453664389429972,vegetative,6.94
+26.25877447263532,51.33558204086715,7.556694946628181,5.625296677762528,moderate,clay,26.703968416968053,19.54650990964112,moderate,soybean,10.811619577682308,vegetative,15.08
+33.72065842408266,32.317948093254714,10.622092846608004,6.8484091988034335,moderate,loamy,25.50505300112528,16.21304070493475,poor,rice,2.949416646981204,fruiting,9.14
+31.278689622041853,50.14556849183767,6.238430828242129,5.121669844449494,moderate,clay,20.876673937684508,19.911270803734872,poor,cotton,8.920381535407305,seedling,11.86
+30.52321418696078,70.25460836082841,2.328594729383693,6.102751995701125,moderate,loamy,20.537689778439045,15.543178930334438,poor,soybean,10.706036043507533,fruiting,16.61
+23.80937366524136,63.77899423034268,7.588954055257976,4.747682689544698,high,sandy,35.47969594030195,41.939352948471694,poor,rice,9.04067677038765,flowering,12.37
+36.036188827119,38.49407065099154,8.06778012489362,5.722857586191248,low,clay,18.77096915938732,46.12172243863302,moderate,maize,11.26196832542271,vegetative,16.85
+26.782179184954117,47.50579930070019,3.427581224299119,9.573361047519054,low,clay,34.41021244237026,22.29368105046882,good,cotton,5.285527285587369,seedling,12.82
+39.477623450378864,69.12249587589204,14.066480666765528,5.498480372826989,high,peaty,34.3207048968728,45.07704731756337,moderate,wheat,3.352023124125937,flowering,7.75
+30.85355345739342,88.8684022434759,3.798396876371224,3.2786166952833424,moderate,sandy,31.981436976952885,12.201407206356537,good,wheat,5.495835077318697,seedling,7.08
+18.156618539112568,80.25707509911018,6.433800114219417,7.828719593613136,moderate,loamy,6.317483995220616,37.09426158508707,good,maize,7.961513050833199,vegetative,15.14
+31.90443905188585,64.2720021466732,2.746480459248488,4.038260120033944,high,sandy,10.179028554126692,31.099728395831683,good,maize,11.457686835820631,fruiting,14.22
+23.12760038579248,48.9834398653189,8.26905136971069,8.345864537392517,moderate,silty,16.014679976528026,21.06973182479129,good,maize,4.955253688068832,fruiting,13.14
+32.15817991715244,49.20410220334443,4.9607453174513,1.5115779008549663,low,peaty,34.66366697908186,40.72804381365749,good,soybean,8.853970329054032,seedling,10.03
+16.74102870406014,90.35338482115168,7.594451539653218,3.9896017939782222,moderate,silty,35.56407834746581,18.481891257869133,poor,maize,3.005968568558121,flowering,6.23
+19.372035929398983,23.13948608324371,3.756945288643928,1.849239174345755,low,loamy,6.454505302442225,26.645979497102243,moderate,soybean,4.681320747698576,seedling,5.77
+36.39343147264466,99.03861155362088,1.2797393552563785,1.767860418212483,low,clay,16.365359359500957,38.39437344291533,poor,cotton,3.5977664142881087,seedling,4.83
+20.679488925587872,73.15003286812498,11.798786440692702,6.925506032551935,low,clay,34.76344716233247,23.52915924567448,poor,cotton,6.786278069143793,fruiting,13.91
+35.9260281310735,74.49101592579125,9.795751117415046,4.468013212182466,moderate,clay,13.73926371623334,44.21440742358903,poor,soybean,11.367856689281997,flowering,15.59
+21.98190221136026,23.03982698437937,5.440720657809687,8.843310477866012,low,loamy,39.16011573089961,44.61708042558558,good,rice,11.1512773006964,seedling,18.15
+31.072047751467693,68.44234199130177,1.1886662578936722,5.6476462408617625,high,silty,22.12563183016096,18.101216789120773,poor,rice,6.27128074827044,flowering,10.93
+32.35376433774577,58.78224480723576,13.050838409108254,3.658088990550545,moderate,loamy,37.80594412894435,27.61559954660317,poor,cotton,10.576254780006131,flowering,13.62
+27.816368828626324,28.46231255152536,2.9620275715673503,7.487999991659753,moderate,loamy,20.008923802784203,27.280505731591127,moderate,cotton,6.314762910566385,vegetative,13.22
+22.63276691741828,42.23376086154872,13.995762165080706,6.616151124271297,moderate,silty,16.332962448067047,26.401805412031827,good,rice,6.090529687544402,vegetative,11.33
+20.3161094092774,91.2251564970921,7.439632989641398,8.19635158746283,high,clay,17.684356132309848,30.078885527451146,good,rice,10.845033228175454,vegetative,17.43
+15.829733864060657,63.99907326927624,5.435607293673014,6.792294487076965,moderate,peaty,35.95052038857356,12.974652563414768,poor,soybean,2.3058942139898138,seedling,6.76
+22.598660031018092,53.0733260139127,11.255512414918975,2.503120753890282,low,loamy,16.57412852009164,44.801999813367615,poor,rice,10.80714731054736,fruiting,13.12
+31.329069763282074,25.814572467264878,13.214171388090191,7.0327903390035935,low,loamy,28.427117751089863,21.59659113412445,poor,wheat,10.346765498234742,vegetative,17.16
+38.45762046121207,77.12972219218445,5.875346672862806,4.523942778542293,high,silty,21.44449387436046,10.072495738152476,good,rice,4.009162130824569,seedling,6.25
+36.7801120565763,76.2280658716826,6.406484406467715,5.168287272318112,low,peaty,37.95849160543966,37.404157306760425,moderate,rice,6.063615189995754,flowering,11.7
+34.15161941338256,69.12348855780508,6.780794180534361,9.294081181636102,low,loamy,10.577721522489934,36.018883350434955,moderate,wheat,10.513587203197469,vegetative,19.77
+34.71118358133246,60.82101169765194,13.8736843914407,4.239676416679723,moderate,sandy,20.00298905356448,49.32648853070504,poor,maize,7.580645196456231,flowering,11.13
+31.62462258689988,54.70275217658981,10.542177876957824,6.5076322869175485,low,peaty,9.362183416609268,38.76988857629782,moderate,wheat,9.284554670529616,vegetative,15.49
+21.507171439150078,67.46168743903938,4.090868697162005,4.271335600710156,high,loamy,25.23487696860662,23.308244326251128,moderate,cotton,3.561624532792343,vegetative,5.85
+37.67987576764575,38.67163613827253,3.182495613778701,1.8525473682201257,high,peaty,19.10147169683271,48.10470207193635,poor,cotton,6.7390478939537415,fruiting,6.86
+31.76830779764585,95.30072513421182,3.840331119659833,5.081728078434705,moderate,sandy,7.132803136954582,24.61383197049472,good,cotton,7.111222857962816,fruiting,11.36
+29.011015774511,67.10356233441837,4.321676393190003,6.373553540136867,high,sandy,34.74433384183636,42.8497874363039,good,maize,2.9487227703234224,fruiting,8.13
+17.774736730337025,44.89539554835012,3.837660624343022,4.6675296283383885,moderate,peaty,18.143017400325363,23.426962769807428,good,maize,5.2490826052131725,vegetative,8.98
+26.176388595160635,55.97438807081258,10.048343484289743,4.515995662103659,high,clay,22.27707593326624,11.948332539607982,poor,cotton,9.339886092590753,seedling,11.69
+26.50895678004816,84.45478311015138,2.181035904533842,8.383406625049574,moderate,peaty,19.262966741925243,39.35139443977418,poor,rice,3.700445080628161,seedling,9.37
+36.61409023806675,32.9292848584238,6.11669810076543,1.267166550605232,low,silty,22.102843745748817,24.008437230074623,good,soybean,8.214158968841089,seedling,9.18
+28.666205504694712,43.42684979682083,9.563276808070311,3.66026857066108,high,clay,5.571381918383528,23.55550796141143,good,soybean,2.7492310627407326,fruiting,4.69
+24.51001372426024,74.36064181892444,4.717469622172497,8.305815388394905,high,sandy,33.54108352577912,38.63406507466001,good,maize,2.7735900196285064,flowering,10.67
+39.42000821276648,45.23913651857791,1.4464785781740417,9.284771337500477,high,clay,16.63078041811503,22.88151444280239,poor,maize,8.946906642162922,vegetative,16.32
+17.768014833157892,83.40013454891728,1.6864468812665403,4.710696272567454,moderate,sandy,30.35616175491502,14.720508168520984,poor,soybean,11.925982960891064,flowering,15.82
+25.563710707798613,30.436278974188863,2.326518256417952,8.999148188764687,moderate,sandy,7.271037838339611,26.180410076224216,good,rice,5.63602277495093,fruiting,14.63
+16.050616879285133,81.01489363636868,12.61972386058825,2.790371099125294,low,sandy,23.333883837433195,42.95376158195334,good,rice,8.157192625787761,flowering,11.01
+33.497603019173255,25.468137188045297,10.039020831272062,2.992843610741554,low,silty,36.80771902247581,15.208179520258408,good,maize,8.191831918262995,flowering,11.35
+37.951913804978766,21.00740901339958,1.4355749609158497,8.615722389263231,low,silty,18.938681242629062,32.17923103055348,moderate,rice,3.7564366949626176,flowering,13.75
+22.00093323876224,91.85788150657297,6.170498747695588,9.129319672065565,low,loamy,11.904065352941071,15.290371757748552,good,soybean,11.404470256433012,seedling,18.35
+36.45854191997802,66.50713735458389,4.539485006282452,3.0052519116640077,moderate,silty,8.467840499028403,11.96731393757927,good,maize,7.277400739894634,seedling,8.8
+22.30545576154744,48.14615176694492,8.881581618617602,1.5339177097175,moderate,sandy,35.06807872208324,25.14839098261171,poor,wheat,5.908250640954058,seedling,6.04
+37.76925404109788,38.60757095710803,8.080686270248545,1.8129172334975896,moderate,peaty,13.35821795758661,36.3153326532106,poor,maize,3.347621216547333,fruiting,4.65
+33.8490475899196,69.35086266086529,7.476298338860866,3.352427518387269,moderate,clay,39.12748890245279,20.999493327850992,moderate,cotton,7.623249328857129,seedling,9.43
+35.122669421035965,60.72017468293906,5.060429370402891,7.853041694321154,moderate,peaty,13.673797416476772,27.829245909496706,moderate,rice,11.025437551819396,fruiting,18.91
+15.450163890011362,99.32782204239882,2.4980966946378658,5.589926450166545,moderate,sandy,21.83468485099799,29.653236989724903,poor,rice,7.1033263847478425,vegetative,11.3
+39.07025892685065,98.65727893229966,11.264457551653251,5.100299580184927,high,peaty,21.029794612970843,43.651611253675846,good,soybean,3.2329597862888564,fruiting,6.67
+33.16677480175808,70.80196529132877,13.257923148218488,6.257259380494008,moderate,clay,7.170336677827759,42.75916833621406,good,maize,4.775272990828591,seedling,8.68
+22.61877738465333,55.42964048847124,14.19018818387585,9.012008021159676,low,loamy,23.61437969361068,10.093888394036892,good,soybean,11.876147580460623,seedling,18.99
+35.73486662147117,59.291277530772966,1.3499750738969167,1.8138734160909185,moderate,loamy,28.542434289098797,26.55675976876677,good,maize,6.013457241932179,vegetative,6.87
+22.03802996037325,74.59832529894896,11.228676318038804,7.252517148729232,high,silty,30.974748215192648,36.24364127840079,poor,maize,11.851056796298977,seedling,16.42
+36.8188459891532,28.12596353883051,11.034300161400957,9.341117610898646,moderate,peaty,23.29071147088252,44.09584682246376,good,wheat,7.457363248328697,flowering,17.37
+17.814509760298424,46.268165904857455,14.233089405111045,2.9201503758256,high,silty,33.44048077924734,11.955911332711713,moderate,rice,9.10145174388076,seedling,9.92
+32.59214943651989,26.021779280288307,4.167261620217599,8.53995084365651,low,silty,31.323412564537108,35.12993273643666,poor,cotton,4.205078517663881,flowering,14.32
+28.51746191612276,25.868860761353567,11.261596055279767,7.28222239683552,moderate,peaty,11.789100923052732,43.68077990264461,moderate,cotton,11.87273293326978,seedling,17.23
+17.41336175488602,35.6671393515387,1.292081187114026,1.1302168246583022,low,peaty,19.056058866447746,20.203040823334973,poor,rice,2.085951893539007,flowering,2.91
+21.04734570647097,58.82026036745815,9.653062951043475,3.084505123259154,high,clay,9.990364792304874,18.210253254666267,poor,soybean,10.566502898360444,seedling,11.81
+15.31010090693287,82.78194569302315,5.587293448756606,6.452602848062927,moderate,peaty,9.66982788198225,28.713975504264116,good,cotton,8.885549629695959,vegetative,14.29
+26.719199136612644,58.8396712932698,11.64918687343839,5.521603055420905,low,peaty,29.92445741181241,48.50318327094171,poor,wheat,8.592044955258341,flowering,14.89
+22.53163151900001,46.83812884486958,13.017912153313205,5.751426272741793,moderate,silty,23.56606963321547,37.71545578031821,good,wheat,5.152827853535475,fruiting,10.85
+29.958937107443973,26.58823922694065,5.789905112153985,3.087373821461404,moderate,loamy,26.033243296733588,26.97940185886854,good,wheat,3.860541355423466,seedling,5.49
+22.43094519271543,64.02364185465036,8.120998344139858,7.07503123637764,high,sandy,30.62644991454062,10.834511997766686,good,cotton,8.237884816758697,fruiting,13.83
+22.497977787674618,41.70148691865414,2.2023589042721987,3.3977653384309923,moderate,loamy,14.703222625661136,32.26903453751536,poor,wheat,11.15221562682926,flowering,14.36
+33.579829968290085,69.1947342333718,6.545150995740411,4.504914698306084,low,peaty,19.04766855284295,23.951520071876637,good,wheat,4.50501998678481,flowering,9.53
+16.203570899458835,98.17501913059348,5.731605702257954,4.320243242920686,moderate,sandy,26.238108114426726,17.42854568612146,good,soybean,10.06348453924677,seedling,12.72
+37.57237487979968,28.90514571820401,3.155290166875507,7.048225199079087,moderate,peaty,8.382014349642642,30.00592408808915,good,rice,2.884865140094042,seedling,8.03
+36.30659685977953,36.97003189775519,13.46994005911825,1.8122748551489565,moderate,clay,34.156892841833994,23.6553053586882,poor,cotton,4.430219634739719,vegetative,5.11
+31.695117080660165,57.847563047949976,2.6472736515823234,2.849877109361667,moderate,peaty,17.02073684661066,11.54898731167715,moderate,rice,2.552049993047436,seedling,4.09
+29.83053925268461,97.48910522767436,9.718220684187711,2.80447363616561,moderate,sandy,28.056354441219383,39.02024080926673,good,wheat,5.821848944308879,seedling,6.96
+37.30756245349131,81.74478210159964,13.407068330458372,1.975822067041391,high,clay,39.84477156498856,39.30331679850018,moderate,soybean,8.962594041566392,seedling,9.08
+19.63325448821786,91.8583354530264,13.723544408016773,2.868354809528132,low,sandy,21.637685588206043,34.75325799034901,good,rice,6.957696248118992,flowering,9.92
+16.974229054770717,46.69718787806343,12.001975647688242,6.463542411310189,high,clay,12.526695725118458,43.63282613984926,moderate,maize,7.378491936729057,seedling,11.24
+20.98775424773845,99.36307790228756,3.054046441175561,7.589513537867694,high,silty,12.575168957364674,18.127261751240248,good,cotton,7.74959498745537,fruiting,14.01
+34.86445696750476,28.22662528513259,12.35275543360111,6.942731022722104,moderate,sandy,7.113167566509315,21.448062064565224,poor,wheat,4.233412667764632,vegetative,10.43
+15.866756668162084,24.237832483688067,4.510189780026557,5.276693241827941,low,silty,31.847880534876104,28.346231315066618,poor,wheat,5.335076762484533,vegetative,10.38
+29.570170877087243,88.44821016432225,13.87477139777138,1.4719111398645728,high,silty,15.270096903220956,12.407007359487189,moderate,maize,6.5488142225014325,seedling,6.41
+39.88593790478275,94.1811896165589,10.78175688064582,9.631063096180975,moderate,peaty,11.045401688762883,45.34183119632668,moderate,wheat,7.737361292214743,flowering,17.61
+36.392402345938486,27.24682860368814,11.886379634628854,2.5126881475374274,low,loamy,29.97936118354325,29.6251443162606,moderate,rice,10.47070029705521,fruiting,12.77
+28.036142226089737,29.07419413966732,1.7329705757780898,7.015792333651038,moderate,clay,15.819782449494694,22.986529691098013,poor,wheat,6.618486467457318,vegetative,12.74
+16.59102273216606,22.653932620461905,8.950094144931395,9.216015539339,moderate,sandy,26.016413168253614,29.118537894521165,poor,rice,9.689454212744424,seedling,16.14
+35.78433785964275,28.360605011417928,12.406560840030854,7.2799938638288975,low,silty,19.623917484236863,23.00519286944954,poor,rice,3.1780252940026137,flowering,11.51
+29.974462704430263,36.75358534402247,12.99306011520124,2.9624467617005523,moderate,peaty,16.69534553879195,21.450536817307388,good,cotton,3.297777712131433,vegetative,4.83
+17.873324926489172,97.60612951280008,0.915159718637802,3.842166688876208,moderate,sandy,22.13003584386359,27.920737570281386,poor,cotton,4.881827241434896,flowering,7.84
+17.346432120583906,73.42881777917444,14.11780887204923,1.2718528030998566,high,peaty,15.9827633780269,29.276186895402724,good,cotton,5.181922889281676,vegetative,4.68
+37.740670485914805,82.28424204148337,1.128411632885956,6.514824167579022,moderate,sandy,35.4697721699881,27.333815734891104,moderate,cotton,8.262641380518879,seedling,12.57
+31.73000657345196,82.09115229532176,9.410520855285323,6.516936827934099,moderate,peaty,7.556410654879343,31.91723812824791,poor,maize,4.193210772370544,fruiting,10.1
+35.73216998291889,62.805899982337166,10.554119150422023,7.529505232387414,moderate,peaty,6.055376873141659,41.33516009139407,good,maize,3.4133467964633493,seedling,8.45
+36.97447250705668,83.79911821704138,2.056506721934692,1.098966603480592,moderate,loamy,19.223755958423183,12.290727666587248,poor,soybean,8.459165145489878,seedling,8.9
+29.294308801208054,67.66460259119756,1.196172051333294,8.360571599420199,high,silty,11.049527224614383,42.460747464499626,good,rice,11.973076257314291,fruiting,19.5
+27.936158793876032,45.163687808268605,11.881226239535572,7.648398616602773,moderate,clay,31.03042592580063,19.14137569424725,poor,soybean,11.920566681897157,flowering,19.51
+25.760685258024758,64.88880870147206,6.077724059562793,2.2679794857168,high,clay,17.370186875310104,20.083716662282704,moderate,maize,11.220361696344302,vegetative,11.81
+22.923664694777983,62.68068689076108,2.053131472069293,4.128639483420807,high,sandy,14.150319925673283,33.9786595626727,poor,soybean,2.6206916920302588,vegetative,5.21
+25.864899021467792,85.87624430074565,11.55868333762081,6.746724036137951,moderate,sandy,17.57835121209903,49.026852111033314,good,rice,9.642825583434533,fruiting,15.66
+34.34699139325391,98.53817739053272,12.8128645170825,5.462171874462951,low,loamy,12.681937595850911,10.695973342099949,good,cotton,5.841699276002727,fruiting,11.5
+30.04808577537829,52.883405233674445,9.017099766002708,2.035848375111362,high,sandy,15.487836764994585,36.92534358457141,good,wheat,10.222163870988936,seedling,10.38
+37.313082248871154,81.07125427530877,2.837933722302361,1.786108376229309,moderate,clay,24.879484987963178,37.87588823664001,moderate,maize,2.48375750258855,fruiting,3.64
+26.08450035947969,27.981040323050685,0.7207258366266167,8.033106691972824,high,silty,35.241139108544736,32.94607184030676,poor,rice,10.36940813691202,fruiting,17.08
+30.17723946796885,82.14650955586308,10.661635978878186,2.4037040621602883,moderate,loamy,17.98042756208732,10.38760457584881,good,wheat,8.198115762977354,vegetative,9.8
+30.78268882729972,49.71335295945857,8.477025284967095,2.5488340653739923,low,sandy,16.223512203544562,34.25407187146428,good,maize,2.801925194744466,seedling,4.61
+29.79242905765814,23.151213031174933,9.936558554941152,8.478308128210818,high,loamy,32.36264575257173,14.600852362105735,good,rice,11.584424391542836,seedling,16.95
+32.56584432713791,49.05969428497418,12.291177717894138,6.509256711068954,high,loamy,5.784923424528464,13.122707570296,poor,maize,10.724993382085213,seedling,14.66
+20.93583670937016,68.85142007373159,6.796302766398096,6.442440473385751,high,loamy,15.572671389413818,37.84246339619792,poor,rice,8.890652323948121,fruiting,14.25
+27.809094438644767,29.540013414517325,2.3054742980874963,5.31411194227006,low,sandy,20.82597864904818,38.009382224728085,good,maize,5.691980654149962,flowering,11.85
+17.60562007020869,93.92275939442035,14.129757638166984,6.120955129620619,high,peaty,26.0231586897188,45.59647472774682,poor,maize,7.096876749223163,flowering,12.33
+24.612783191120315,26.213793061827086,8.406300845079432,6.4159272133463,moderate,sandy,10.46215354225428,10.135218756372648,good,cotton,2.272947138660975,flowering,8.54
+27.19167671553161,94.4005375866533,9.421764726783834,9.710436113592223,moderate,sandy,20.149903931935192,25.150394164808336,poor,rice,8.718586154733858,vegetative,17.49
+31.30560648863681,76.57100143485492,14.034465728500392,3.006759767208213,high,sandy,24.820516340866657,10.490879958211554,good,soybean,11.55384791124841,seedling,12.5
+38.76327631465509,46.37697403313629,14.007963016498811,2.931061777304132,moderate,sandy,22.85876604657608,24.586501847769775,good,wheat,4.186313474074727,flowering,6.11
+30.016276663708897,51.26002781672746,8.795371797558516,1.5149663893478411,low,sandy,25.10928773162993,29.666317533384905,moderate,maize,6.075242168928775,flowering,7.57
+33.58984790441399,79.26474917861952,4.815365658460679,6.923789189283901,moderate,loamy,28.183939361153268,31.189166462001097,poor,cotton,10.618741934085817,vegetative,16.5
+27.656651487380067,68.1176880704966,14.95814769318472,5.941379627400357,moderate,loamy,18.278043419603264,24.23730854266377,poor,soybean,2.6614608128135826,flowering,8.26
+30.85260078440828,73.73143371639561,10.371847804326272,2.001152834619758,high,sandy,7.227250962159742,39.01205472425952,poor,maize,5.199873297871857,flowering,5.44
+16.773305403344335,51.1331693210784,6.42233181493482,4.280850416063686,moderate,silty,6.94446988071887,26.62379691004873,moderate,rice,11.414964134038648,flowering,15.88
+21.35978952104617,59.02507854460792,8.61763364137705,2.6079688479808345,high,silty,35.05501264569379,30.68506169252961,good,wheat,9.689973914087313,flowering,10.91
+24.046327330128467,99.18939872303147,6.529593728886431,3.983335663607754,high,peaty,28.709672588999084,42.003504039446696,good,soybean,2.80920787543576,seedling,4.72
+26.81233387516284,37.11382963997742,13.380424708301389,9.56137752455149,low,silty,31.74646388810388,16.972110653376017,poor,wheat,6.644590190673435,seedling,14.09
+16.141218637559593,53.42849492177052,7.496240935553319,7.149869549924761,low,clay,37.50816169755708,22.83580930247279,good,maize,7.125364985813357,fruiting,14.95
+18.500602438832946,43.345855005917386,12.441161451728084,1.0681219071562775,moderate,clay,31.269054115697323,30.857184026721217,poor,cotton,9.40422500279666,seedling,9.33
+21.920357694782645,81.20892083518798,12.682556318433557,3.2725726640571127,high,silty,29.230544394509696,40.70472899859732,moderate,soybean,4.143795116381069,flowering,6.18
+39.28831727252627,81.12101005325766,12.452818897161102,1.0932539237000114,moderate,sandy,27.95154886172405,27.014217099560263,poor,maize,4.355683845502309,seedling,4.34
+23.28367517757627,43.39563687979167,10.97173488089728,7.433816488918127,high,silty,14.050068463653378,12.910670890801391,good,maize,10.526817978232929,vegetative,16.33
+27.051026452802063,26.51122533063863,12.895726893709936,5.224796218499305,moderate,clay,38.50529251116451,49.55322127488276,moderate,wheat,4.244256833497444,seedling,7.43
+19.902442818459825,20.914614133776325,6.114828904533054,9.946168226329505,moderate,silty,23.97155078230893,38.316428907315725,good,cotton,6.475616356490855,fruiting,15.98
+30.26950177689421,54.19604265939884,2.162616489058425,7.602249349203924,low,loamy,12.772586311651253,38.90940543790488,good,soybean,8.95123768862386,fruiting,17.25
+22.01708038789936,52.82700754686167,12.71558596340146,5.661216484370938,low,peaty,12.343917387548109,28.604196460858763,moderate,wheat,7.248882784666314,flowering,13.83
+20.17481446096067,99.07119029118904,7.723442027466507,8.242348853873217,moderate,loamy,33.5343069022914,31.88160227770584,poor,wheat,11.15356536612623,seedling,16.59
+27.91431571114948,57.58416605581437,2.3469524716538395,7.343232861106685,high,loamy,13.757301050969792,49.76193775134045,good,maize,7.111509107496501,seedling,11.77
+15.13764497901052,40.51346956603365,2.172031571639115,3.1939855987238843,moderate,peaty,6.449923925654463,33.80462814709803,poor,maize,4.075244298203776,vegetative,6.18
+15.191600816230633,91.2983552825174,2.809014713143444,5.772324473447648,moderate,sandy,19.994429549212647,18.7571786433982,poor,maize,10.316395233224474,fruiting,15.37
+20.476720227546444,59.28543597228628,11.389112265173036,6.003988523506638,moderate,peaty,33.60726591565073,48.57518958877014,poor,rice,9.788125716570928,vegetative,14.56
+15.918034062520528,67.93405081684622,10.807421765261076,5.061085287470231,low,sandy,19.50538744151033,31.51050729784436,moderate,soybean,4.022347171445961,fruiting,9.36
+17.700643853267284,27.65349683425701,3.455370862680807,2.6127336056982577,moderate,clay,33.124165216067695,10.826933954997193,good,soybean,9.711576760344244,flowering,11.24
+23.47151623346879,50.633312586381926,12.780389562592031,3.010321464920983,moderate,silty,33.95238415165951,32.93405911961255,good,cotton,5.22262338403895,seedling,6.87
+35.06464198949532,95.53789395790294,4.578774535159551,3.5294266086036545,moderate,clay,35.01975069762926,12.81902412024781,poor,rice,7.652970495343955,vegetative,9.98
+29.30121608423252,67.16043073403404,11.99829095806674,1.0922963444034737,moderate,clay,25.61149442681072,31.103532414146045,poor,cotton,11.708912088352523,fruiting,11.67
+27.81669314891041,47.56014841139694,7.587685662156658,9.252495029525583,high,clay,29.4814769560349,43.01326735473489,poor,cotton,2.4428671779386253,fruiting,10.94
+22.33722058020304,70.05337445052746,11.107455896809208,7.17486392425131,moderate,silty,14.165067129280157,31.554654846088766,poor,rice,3.706865346149641,seedling,8.94
+38.293842985820405,92.8328871662493,6.030121114566705,7.206555842060237,moderate,sandy,8.489428005573755,24.93813335638659,good,rice,8.061008057691678,fruiting,15.17
+24.92537603092979,41.91924803780721,5.533538657874251,6.150975524282092,moderate,peaty,23.64731834630296,45.30439003343656,poor,rice,2.5008623195209294,fruiting,8.41
+17.177319169894286,60.40933747765395,12.699714184910318,7.203797273449532,high,sandy,5.370366240929799,47.103603117185855,poor,cotton,3.0997706356802164,vegetative,8.78
+30.426662902945036,96.69525231294044,1.01188269045401,9.836762948862727,moderate,sandy,21.300824783332835,23.89963929599055,poor,soybean,8.129887336119186,seedling,15.31
+17.845959836915036,33.79169146387621,14.633685735233858,4.466443038710439,low,loamy,8.573276702435152,29.958031359079868,poor,cotton,10.41464690159632,vegetative,14.53
+23.630578570042303,77.57311404773692,9.898603594847916,7.412730281889074,high,silty,8.794710493177258,49.316891843589474,moderate,wheat,7.457363917898517,vegetative,12.9
+27.685298467945223,69.1584806562386,6.771009128891911,4.2357610393977545,moderate,sandy,35.477419555990714,17.12403383550839,poor,maize,3.867615028097218,seedling,6.47
+36.85556311712939,74.37401049125079,9.606790701681163,8.688599188721433,low,sandy,27.41813673071124,21.9261294402298,good,soybean,3.3138895523468195,fruiting,12.63
+27.33866450850297,48.09757045340557,2.2797437236552507,8.722257462010315,moderate,clay,27.583200452681677,27.136898226981486,moderate,wheat,10.206334517993918,flowering,19.06
+32.55646915079161,45.11034987870119,7.95376060175644,9.120397828811363,moderate,loamy,19.156683642120612,14.035531896632016,poor,soybean,11.027464106300638,vegetative,18.67
+39.82042097497676,74.73677364706964,14.783885088427066,1.0491699181769052,moderate,peaty,19.463901337812963,20.881702740969796,good,wheat,9.546865329781747,fruiting,9.6
+18.28722799744954,37.24346280836363,3.911406848777249,3.6837230049648535,moderate,loamy,15.608769248325885,31.78754747418452,moderate,maize,4.195128674516625,fruiting,6.83
+21.86828813798799,53.57237958872041,10.973032436027069,2.2053191608143647,low,clay,20.2025486652228,19.13992241561767,good,maize,5.5203856530064535,flowering,7.75
+24.86440188994116,35.05397168423344,6.807084949559659,5.085875781011412,moderate,clay,25.549377149239994,37.45139941615373,moderate,soybean,6.307567748476327,vegetative,10.66
+25.545704463470784,20.66438728986638,9.960643153075328,5.4590467841136805,low,clay,11.530617019726789,23.90685928382359,poor,cotton,3.2423418251739218,flowering,9.4
+25.275526881638644,97.60458880304556,3.470864816030744,3.3031363854669,moderate,silty,14.15892064212728,13.591797452273244,poor,wheat,4.534098237006335,flowering,7.57
+37.69027506391387,54.53623829251352,7.321742247955234,7.511018428405634,moderate,clay,22.31638776623705,40.5813209947839,good,maize,9.266272319470543,vegetative,15.65
+32.850816111671406,97.54796915358602,14.71134435095949,3.427927454700724,moderate,sandy,18.467310570893176,32.696652167078774,moderate,wheat,9.823837568056048,vegetative,12.37
+30.197630352267595,31.225881581426087,3.3316636897321388,8.685022377550228,moderate,silty,33.68202797215187,42.99477130959182,good,rice,3.824379570214961,seedling,9.82
+22.734317946569558,66.98934235659888,9.728452903806978,2.5989343132760814,moderate,clay,33.75904594768846,24.406064685194416,moderate,cotton,5.266201977167062,vegetative,6.86
+35.59475960553237,36.077922623299166,8.846167357118533,4.305117652887553,moderate,silty,16.759721429084294,10.775177414891814,poor,cotton,6.94346404935685,flowering,11.35
+38.87651278712472,83.20593015706197,8.693248001210847,6.600139825818745,low,sandy,20.777834800460575,11.867539757311786,moderate,soybean,3.7508109752944234,fruiting,10.7
+35.52995706375566,82.69623910087802,9.419287699948448,6.44801563416928,moderate,clay,39.18056243200143,41.81799287500629,moderate,wheat,10.631516569208632,seedling,15.39
+15.039127629786822,29.00857192314494,7.782450618479308,1.7022620080462916,low,clay,33.96166291501224,26.425648484511512,poor,wheat,5.025556359973636,seedling,6.07
+30.910034254585177,92.96515623011112,0.7454958787360411,8.616327509718534,moderate,sandy,12.548114576574978,49.055428208871945,good,maize,4.478913876159743,seedling,10.24
+16.278384536052517,35.57037177625797,13.55140376621521,6.382584400867977,high,clay,14.808014202725593,43.21233485587751,poor,rice,10.935576251673414,seedling,14.73
+21.440180508343047,69.03818732714882,12.491192998518446,8.828735938364517,moderate,sandy,7.92181183845728,10.644875305762582,moderate,rice,8.736306350683607,flowering,17.6
+16.48811750869429,98.85068960701632,3.0254313733562594,8.808720204050816,moderate,clay,28.723809991606547,44.79920800396057,good,wheat,7.12472234221844,vegetative,14.65
+30.09488632373469,90.5917227813091,6.492461071993601,5.91326821337528,moderate,clay,16.09133550120134,18.514646955007947,poor,maize,3.072546332279681,flowering,9.43
+32.16474783731517,96.52511428489352,11.672960220056735,9.197033115802942,moderate,loamy,23.780831549197085,29.45059717716125,good,cotton,3.453125343023338,flowering,12.78
+17.862190951647626,47.40790169744955,14.710903573115624,8.635670189321104,moderate,silty,31.88497986714332,30.24485391751,poor,soybean,4.238308382069118,vegetative,11.66
+24.59597207612449,28.44605137755707,14.291487173405905,9.62310650105594,low,peaty,34.26122735828911,12.388848086214551,poor,cotton,4.185415549000801,seedling,11.81
+26.405912723888548,35.06774986315601,13.540708395304526,8.654485587034657,high,loamy,16.387752042575496,15.026625856884516,good,rice,10.87017301478838,flowering,19.08
+24.226325544022917,60.03959160612911,2.7964215108375248,8.390834659010345,low,loamy,13.303642797604478,26.92189605701602,good,rice,11.418449222511573,seedling,18.0
+18.025625012129822,83.45837426186577,13.75988903713057,5.224244326092204,moderate,silty,34.69877304141512,35.70483506221393,good,wheat,6.168946729021523,fruiting,10.81
+25.473694754686885,32.012291534710016,13.237451237790651,2.908279543401349,moderate,loamy,18.344478405752824,20.576679093613617,poor,rice,4.006121463151418,vegetative,5.89
+33.779451195210456,72.77852258086057,5.965773711912648,9.196378597679374,high,sandy,33.76993491327185,31.05603863754744,moderate,maize,4.736960160332044,seedling,10.75
+16.775191613331387,45.88620832316095,6.220577620775799,7.502942678014681,high,loamy,10.241710272451382,25.16541514381423,poor,cotton,2.234290540253043,vegetative,7.91
+17.004500352047586,47.29616579137228,7.168679368349831,3.535730777786682,high,peaty,36.91682936316087,35.21454023009866,poor,wheat,4.150818515906466,seedling,5.48
+23.869282295899605,72.95341841263411,10.014546649013043,4.068961504800782,moderate,sandy,21.909397999477697,26.97749205183492,good,maize,2.155080162505004,fruiting,5.38
+38.54314279047313,57.359953562657616,4.282116431753728,7.174706606714985,moderate,silty,10.9546686500637,44.06532399686709,moderate,maize,11.617642970492438,vegetative,17.43
+31.71431616807285,84.96266344207952,0.8327522268791979,5.3003557751830375,low,silty,23.7273852591859,49.3497627419826,poor,soybean,8.236403701901448,fruiting,13.87
+31.96674891681412,32.47348077302617,2.547828106660013,1.7333430566173145,moderate,silty,35.450559367524164,46.52207330095961,poor,rice,8.741201271783353,fruiting,9.57
+24.047999770946625,83.19586158136308,6.881680659863218,2.273031511710913,high,sandy,18.62637740656818,16.74416941687303,poor,rice,2.8234798639049155,fruiting,3.35
+29.84151978021346,25.13881984459367,4.589037256679927,7.7108381516108,moderate,silty,11.23215274375982,28.28710714495064,good,maize,6.610050603951166,vegetative,13.41
+15.253279600693585,35.5243104196484,11.585490135023912,3.9571257563364775,low,silty,25.17946578066291,28.35270882631541,good,wheat,6.316983870387707,fruiting,10.52
+30.902401160238558,72.49197716025323,2.047006022964435,5.5688448556183525,low,peaty,34.20634890539097,43.618655669905365,poor,maize,10.365975899531223,vegetative,15.53
+37.83217368940592,88.3940525208857,13.803245770544656,7.899593304281732,moderate,clay,9.24738216124781,24.287572952785197,good,maize,9.79411964260443,seedling,15.43
+30.31433670862048,40.21437021914792,13.482244109186713,7.760580343354472,low,clay,6.449290767841402,31.98407477528597,poor,rice,6.154319157244361,flowering,14.9
+36.84246483665862,46.17532846631303,13.67697384553268,2.503135241985465,moderate,clay,6.970272275364528,34.371160129323975,poor,cotton,9.277084207977012,fruiting,11.17
+33.09932638665234,62.9696598629392,11.224344979748237,1.8855447795913176,moderate,silty,13.067105189515956,14.460831423888171,good,rice,2.867719489433756,seedling,3.84
+18.013960410092256,36.925824519144186,2.0514995865121897,6.3203706366858095,moderate,sandy,5.255570044573351,32.31844522377219,good,soybean,4.536054755013919,fruiting,10.79
+37.561332682146045,84.89250092700046,6.852994784858718,7.674695865381156,low,silty,20.003546929045072,19.87365953418529,moderate,soybean,3.702096446419033,seedling,9.7
+16.661096108894373,81.89093160046086,2.4053778911792243,2.341359297958693,high,clay,29.42123088723209,18.2646752136585,poor,wheat,9.25452379742459,seedling,9.72
+28.349186813694097,31.62333695726253,14.8216382950357,4.347597585945473,moderate,peaty,29.86603662449487,20.012623206090858,good,cotton,10.830684054465989,seedling,13.2
+18.55342809483644,57.10637854533057,5.329057139280763,8.832501963708765,moderate,silty,27.28490331343873,13.974079946702432,moderate,maize,8.18683586193199,fruiting,16.53
+15.292665268272602,81.98622133236971,8.9872928574059,9.49800827404289,moderate,silty,15.367004710825238,12.789210024878148,good,cotton,8.6503781409894,flowering,18.59
+25.55085650319097,46.98636248827319,11.801199286541216,5.086627848547159,moderate,silty,30.757819699794616,35.87465477602176,poor,rice,7.909875427989526,flowering,13.06
+22.376017691353905,70.64854581741854,13.848933221271858,1.715643406277497,high,sandy,25.177064866872897,47.6391545554992,good,rice,7.905541022916427,vegetative,7.97
+27.150012344940077,24.01704971660582,11.45544202469972,3.319268105821396,high,peaty,35.141271886857794,37.519984845762565,moderate,maize,4.118656632632332,flowering,5.87
+29.42999716836377,68.69510084234544,10.280304792110444,3.0967292828397968,low,peaty,21.73019304317474,22.47422434450958,poor,maize,2.1835217156107016,fruiting,5.58
+16.093476807723682,32.21223840004856,7.256735839553194,3.150673484869513,low,peaty,11.305155847044706,23.40186379865578,poor,soybean,3.9226527569151286,vegetative,6.91
+18.07508237809364,86.4466660091561,9.2783019393826,5.44493534841325,moderate,peaty,27.21284915619608,31.65556812896528,good,rice,5.1904918064000745,fruiting,9.69
+28.96605991126064,48.43595708643828,1.8653752283660323,6.249030865224141,low,clay,10.27744802739201,44.65207505246689,moderate,rice,6.002660279873095,fruiting,12.36
+23.579183829316456,42.52430901825566,13.316876858438306,2.102586298119418,high,silty,38.71006956128768,18.09858201394329,poor,soybean,9.213437619954306,fruiting,9.52
+33.2293371887362,87.2711181369188,8.384770978178338,9.00420405875501,moderate,peaty,29.61498164185773,28.7404544717612,poor,wheat,2.1556646944804942,flowering,11.36
+31.307291214798493,24.011521845744817,1.0819582313066691,6.579764409530034,moderate,loamy,31.471266059785663,29.957868897713745,good,wheat,7.796246010713721,vegetative,13.64
+36.14010907474767,51.72870394674759,13.838580822068511,6.375265572412048,moderate,loamy,28.77439548635928,47.24894488836439,good,soybean,4.944563768726807,seedling,9.38
+32.31232066673063,49.60028324600251,7.594878620634596,9.885510985458556,moderate,clay,8.414584947324855,31.44611512631031,poor,rice,3.801136420811724,fruiting,13.16
+25.748276934753704,42.78402993996407,13.094542552634524,6.653295797438128,low,loamy,21.285493680927623,41.234346930724215,good,rice,4.839855919350115,flowering,12.49
+31.82416555986081,92.94034656011816,12.924875335977674,9.360632343710664,high,loamy,27.79953350193349,13.512047195970023,poor,wheat,5.667135265311529,vegetative,13.26
+21.884529356385464,80.07427148133777,12.328398018128166,3.5763127512381256,low,loamy,13.02745555797358,23.076944510373927,good,maize,10.502450038338408,flowering,14.78
+22.65783746945532,25.1138531353551,1.390343779782663,3.161165413118478,high,clay,28.782573741831,34.45693813112285,poor,maize,4.507616718426229,fruiting,5.83
+34.72462899801983,77.17499595479633,4.082466358651029,5.648668181420078,low,silty,33.69599163335374,37.10551727680034,moderate,soybean,7.277400042223089,flowering,13.65
+26.16048791003956,62.18393065030352,13.195444150748743,5.577480528729994,moderate,clay,14.622549279640328,45.40848602768408,good,maize,9.366502618381949,seedling,12.64
+34.95950851295881,92.06943155212632,13.535370312755362,3.038352845355072,low,sandy,11.986115509301523,33.616949792903185,poor,wheat,11.27164566007899,fruiting,14.53
+35.56055934170696,45.03564938786867,7.141998504347688,7.296900912099529,moderate,sandy,35.91059922772112,21.58316842472566,good,cotton,2.331233518516446,flowering,10.05
+36.4390584415321,65.93295996876662,6.880601280985933,1.2667043731302394,moderate,loamy,5.181807246759852,31.56380954786897,poor,soybean,9.763010921208558,flowering,9.77
+37.91588089603018,60.060421979278885,3.039539191349172,7.215674252945074,low,loamy,13.951146694347504,38.46120037166038,good,rice,4.451669495090776,seedling,10.11
+25.77463051283241,59.16487249820846,14.541956436021694,5.114600975109701,moderate,silty,19.235563935107063,41.37380822871168,poor,cotton,10.3936956835638,fruiting,15.04
+22.97167045802847,56.48843196137701,3.590507892706126,7.201067597605712,moderate,loamy,28.52909015754143,47.78337082757364,good,wheat,3.476063103314631,flowering,11.39
+29.554968664852847,36.4503580425825,3.2685833730861007,5.29372567577367,moderate,sandy,39.89722230608852,17.630105706601746,good,rice,8.693277175845292,seedling,12.13
+24.27931058594069,80.45679379939142,10.080570067163029,9.796004045962254,moderate,loamy,17.97864382159365,36.43780642963024,good,maize,9.390531699947768,vegetative,18.18
+30.026854170005823,56.10688261914309,4.021242393506491,4.01216455992806,high,silty,38.20830541138317,18.01235022107933,poor,soybean,7.200635275425796,flowering,10.13
+32.639646566095614,96.68130200020846,14.112188359708652,9.843156433021496,low,sandy,17.837099875537902,22.714893159538725,good,maize,5.444522285471608,seedling,13.12
+32.210125462303424,40.8646741754221,0.6581514321080248,1.5847654823107784,low,loamy,29.34352398394073,15.710579961257944,good,soybean,3.5737934592447766,fruiting,5.14
+24.36382217550303,74.61950717016329,0.583422303687869,7.153846972818009,moderate,silty,10.787845606356123,40.9197497562355,good,wheat,3.0493711868184628,fruiting,10.03
+19.17150504246882,95.25736637112868,7.820713620816194,5.087972861064209,high,silty,21.11427505046642,46.559980819116646,good,wheat,9.556462253423202,flowering,13.53
+25.76323346155519,73.0766658412874,7.576905668745343,8.399238629767304,high,sandy,35.4945731523741,11.197152090044522,moderate,rice,2.6007460199690176,seedling,7.95
+18.56485360204772,89.70183260939157,2.8687783175632022,8.106544627452983,moderate,sandy,16.199803302583323,42.54032139324967,good,soybean,7.826150968800387,fruiting,15.51
+37.25242587959521,86.19847678056048,7.670533663069124,8.201891645883435,high,sandy,8.682090953825652,19.67021532455191,poor,cotton,2.2892052297056456,seedling,7.43
+23.646936518446434,48.80941723912031,6.4690860249648034,1.8526473937226773,high,silty,23.294966755188547,29.47876837739077,good,maize,6.608950998441936,fruiting,6.88
+18.86149368058309,68.00991519515972,13.409778117464349,8.401291298751651,moderate,sandy,20.38371401994037,39.92876718726035,good,soybean,3.3834233437227077,fruiting,12.01
+15.636193997643772,32.50090718490845,0.6341818431459704,2.9263614169938483,low,sandy,13.033887054183074,30.274172881375225,good,cotton,8.506745811903816,vegetative,11.09
+31.145559657162107,62.84207061564796,14.655912172977809,1.231122374731313,moderate,silty,36.696532915150776,19.249995956127677,poor,maize,4.450644576647444,fruiting,5.14
+30.92255793636858,38.43375774514698,9.553695082289716,2.9596484771597025,low,silty,26.05903583630886,46.24662803680068,good,wheat,5.504193584550243,flowering,8.51
+23.51510416453229,79.49894519619565,2.7017299618564965,5.313565942298495,moderate,sandy,17.151076764164543,33.74330571696912,poor,wheat,9.60202294962408,flowering,14.48
+16.792797221191275,62.244673751369966,1.1780202002619105,7.679002239202888,moderate,sandy,39.86459336688792,47.25022332820534,moderate,rice,8.0366048508731,seedling,13.24
+25.2407223723808,52.89818901053284,8.302532049108862,2.9676923274956835,moderate,sandy,9.814817114649273,43.86565351744901,moderate,wheat,9.232120026852536,fruiting,11.18
+22.78043737658484,41.503767693358206,3.905907406591392,2.0170679328124423,low,silty,34.678302940429305,45.063505702184095,poor,wheat,8.964331305499487,vegetative,10.6
+31.928015993375237,99.89587854730294,4.866900286518259,6.81370529521548,high,peaty,13.071872752433876,24.468509399625592,good,wheat,10.901362852770472,flowering,17.18
+30.144481236317255,25.73684167079461,4.054416390100448,9.855082327240158,moderate,clay,13.382740026603662,49.49260522279344,good,soybean,9.805172439963636,flowering,20.59
+24.114843204938506,23.4848544457936,9.927498546801408,6.407832718770563,moderate,loamy,22.43567693841915,44.09577854771528,good,rice,9.316070689013122,seedling,13.69
+20.447313856374752,37.38059203950917,8.526169950683936,7.219516277110796,high,clay,28.167968943613165,23.504279660768304,good,soybean,2.6779624187751576,flowering,8.95
+39.70089915388979,97.68579669022556,1.6306291410662668,6.0505069937177804,moderate,silty,29.166208412919627,45.85661429819002,moderate,cotton,3.1554805112432143,vegetative,8.64
+26.35004052990287,98.33905346559877,8.134634731040043,8.041135998056536,moderate,peaty,5.774467263594468,40.21171321285166,good,wheat,7.428727929510934,fruiting,15.41
+32.20685589450593,72.39421878177087,11.972251600667848,9.782239781885004,moderate,silty,15.040028361912752,39.005481030153376,good,cotton,5.317603745761541,flowering,15.43
+18.51382418945902,90.40853337651238,1.6773215668947026,5.897163064637663,high,sandy,28.121142634574856,10.249033218395462,good,cotton,7.109940780315401,flowering,12.07
+27.139742491484945,37.11693846726363,13.40121515534109,4.751114605684533,low,loamy,36.14071777907273,10.90271670734086,moderate,soybean,9.28877304544629,seedling,12.89
+15.688417996736638,97.76336753412988,8.885446416992073,8.743087550441139,moderate,clay,28.44618109422059,37.79170135478735,good,wheat,5.25174664067104,seedling,11.07
+27.636377947761247,31.42278801116517,14.284054804419592,9.72755509383991,high,silty,14.30584601637492,21.147341795671156,poor,soybean,10.62899920467999,vegetative,18.52
+39.10043517794256,28.090015054532664,2.648047656974447,2.162634767826112,moderate,peaty,22.77204621457012,12.340733886684305,poor,maize,6.292753334221022,flowering,7.87
+24.605167824645008,28.97692313978183,14.90669249062307,6.203538689264901,moderate,sandy,27.66517465608911,21.438042430844405,poor,maize,5.308190140879795,seedling,9.81
+15.974900314372787,65.85023386180518,9.841956556560314,8.132139932913976,moderate,peaty,9.736877281395865,43.51637897741964,good,wheat,7.123083423413797,fruiting,14.58
+15.773894772983589,82.47795205744418,8.72866589247541,5.800054646407517,low,loamy,24.071741614355837,28.824471886453452,good,cotton,7.125175712477646,fruiting,12.96
+24.699668998671736,49.33337422997064,7.971554549625238,4.682772713736538,moderate,peaty,21.508317981843145,34.62317034689144,good,soybean,10.585397393528492,vegetative,14.5
+19.00062341157985,98.23167902289012,0.8429884099255349,6.897068390218785,high,peaty,16.78268121594715,42.02021657084813,poor,cotton,3.911486748382379,vegetative,9.01
+15.583802408204647,54.75361104946636,14.124768277468885,3.4311528506201348,moderate,sandy,26.8238183890575,22.9349788753785,moderate,maize,7.187678645695272,flowering,9.89
+33.90534034875442,32.0358840618573,9.837919856385875,4.142203686445325,low,peaty,27.26757025606619,10.445836328832623,poor,soybean,10.114048616374363,vegetative,14.07
+26.463075222047262,57.27733985489094,1.8285840252397227,9.930489929932104,moderate,sandy,39.0014467114109,22.93284343243822,good,soybean,8.68080455415155,fruiting,18.88
+22.23111929931636,74.32297323379518,0.8038064692706111,6.7281880093704585,moderate,loamy,19.99068190945136,48.26713559523275,good,soybean,7.5654562234785665,flowering,14.13
+37.50207957541202,86.5780624403503,1.2363627689328944,8.85634568479967,moderate,silty,23.59435044192931,29.291399428881583,good,wheat,10.497016134277825,fruiting,19.18
+17.90347400501314,56.70146319652744,9.33623856976749,8.269916617334292,moderate,sandy,10.512590333973062,32.792304151118145,poor,wheat,9.733091849418177,seedling,15.29
+38.89797072388298,67.4885460839334,9.403223515971488,6.870452989546217,high,silty,24.192681860652694,40.41717439204279,moderate,wheat,2.630575247063767,flowering,9.05
+22.849167934433822,41.38757697270827,7.745175730830896,8.56656174212896,moderate,clay,6.263008221120623,14.59733514319819,good,soybean,6.482141040249861,fruiting,14.85
+37.21009180771704,71.67332211244113,4.948104399467797,3.584426458902138,high,peaty,10.245715105990314,39.357438673229424,good,cotton,9.041744624050096,fruiting,10.81
+30.07357191198654,98.87775551602748,8.2102696084123,6.734048039310685,high,silty,10.993638122327816,21.910177857896223,good,rice,8.397068606100953,vegetative,13.3
+35.66768399353718,23.92428580702351,7.986376402705739,6.315431405715828,low,peaty,27.14236911265409,25.526459824165123,poor,cotton,5.378846896664713,flowering,12.81
+39.6003290802616,90.92245365641342,0.7815256182102015,6.601776407140103,moderate,sandy,24.855312425691515,20.779594565733017,good,maize,6.388564779001304,seedling,11.24
+22.210135945468643,64.98260022140182,4.595803839748721,2.517687344320977,moderate,peaty,32.93129349305546,16.141821845073842,good,maize,7.074577550378181,seedling,8.61
+39.028387135189824,40.167892764984,1.2711874512736676,3.495187359982616,low,loamy,21.25398011551289,24.458454952378503,moderate,wheat,6.284445853216784,vegetative,9.41
+24.73704737256051,96.39117680074064,13.552243895991005,3.579924869132852,moderate,silty,21.619968290331396,13.785557949679744,good,rice,9.417156868704904,seedling,11.78
+24.637797618423058,58.66834424471192,11.015735860384464,6.417515463154869,moderate,peaty,10.654461124359296,43.79112239587817,good,wheat,6.920814092499319,fruiting,13.05
+23.509677606362644,46.53522013387085,14.943669967797227,9.752921923958075,low,silty,30.99455004054369,22.23785407006346,good,cotton,9.97664013925819,flowering,21.56
+28.53519018368963,34.51981026166729,4.881483317926675,9.586607960639334,low,silty,5.12785239781774,36.14469273307406,moderate,wheat,6.529713157265202,flowering,17.73
+18.853626079462178,39.55617682053297,13.2380447924752,3.0447059769072693,low,loamy,19.87118056012224,21.867822223458067,good,maize,2.417788184576912,seedling,4.7
+28.84278713395028,86.6279233273154,9.244286885020983,3.743607187600953,low,sandy,11.59137818977176,18.42816167014901,poor,maize,10.592225588868548,fruiting,14.61
+28.5426203102501,69.15280074537327,7.070318400102272,1.324557030512504,moderate,peaty,31.985347358969427,38.54628393587329,good,wheat,9.33679408169806,vegetative,9.7
+34.04754531512175,93.05964955906528,3.727310113685209,4.589340308734547,moderate,clay,28.56869762404937,34.960152821605206,poor,cotton,3.7208428860900646,vegetative,7.64
+35.84124904843964,38.55747617262287,11.20668639664907,8.512067095123271,high,silty,29.736904844297992,18.724197248757974,poor,soybean,5.414654933343436,seedling,10.73
+26.0110337578106,29.69108590791212,13.610040859112347,9.24176565087526,low,sandy,10.200225999376466,34.48384593545529,poor,cotton,2.646496854345777,fruiting,12.59
+22.558331233787342,20.4870024780472,3.911971772092876,3.1284683161114923,high,clay,28.40849257811088,10.200067109580754,good,wheat,6.808361270728012,vegetative,8.08
+21.48337243292736,60.6289630092795,3.043159857117382,3.392150261399553,low,silty,29.18127984371377,17.076584264008492,poor,cotton,6.568567161674141,flowering,10.43
+19.8655959176218,99.86455443055904,10.59521776757057,2.9876483485787837,moderate,clay,5.092297964618509,39.11015913591236,moderate,maize,3.8092788618137465,vegetative,5.56
+16.441189554975622,75.59722150549112,14.666110859520028,4.150932108171208,low,peaty,16.11603006890227,26.40602666104701,good,rice,3.853381844270855,vegetative,7.51
+23.561199470867837,44.671567357211686,11.374348966009132,8.242834587314903,high,peaty,8.055086343485112,18.145155477957097,moderate,maize,4.448663540710837,seedling,9.72
+21.756192303269582,90.14868664209374,4.626420716190909,6.821717228960141,low,silty,28.84879813440216,30.236655080810205,moderate,maize,9.09197901607497,seedling,14.45
+39.160434646660185,82.53778127903678,6.589353650142892,8.0734682607733,high,silty,12.423803443260224,28.60868004080535,good,soybean,5.273332435221771,fruiting,12.06
+28.942720656251097,21.23321328612314,6.07260571414639,6.247279957017756,low,peaty,14.26307603302626,35.35745170007716,moderate,wheat,7.800077666868754,flowering,15.18
+23.681925975762688,85.34883844328179,12.85537776168216,3.319597702532321,low,sandy,7.741517641455269,12.901532797610514,poor,soybean,4.397541134073946,fruiting,7.52
+29.5116900248424,44.04214057907968,11.684876293647246,3.0519476219128974,moderate,clay,21.93323328451994,42.7739852210238,poor,soybean,10.603739015402212,seedling,12.3
+18.479917533642386,31.973877166688087,9.040143804042042,1.081006352773748,high,silty,6.156148332233361,12.331071157165931,poor,wheat,8.94261509957255,seedling,8.6
+26.101093730055076,38.10646717896597,4.486907100755097,8.028839231866652,high,silty,34.595727450625375,28.15421098159229,poor,cotton,11.881098482747928,vegetative,18.01
+30.655858035526595,57.48638435001112,14.100833651969817,8.62409103548246,moderate,loamy,5.922811400569799,38.41892094673341,poor,rice,10.680452587157417,fruiting,19.23
+27.22244579481129,53.98943416544088,9.973070759152623,7.914543396655747,high,clay,7.157389296362446,23.79244138659629,good,soybean,3.348926017648046,flowering,11.03
+25.044470016358105,43.11098394993814,14.571911373405843,1.6696185195564166,moderate,peaty,27.41423216261205,46.404741201762384,poor,soybean,9.063785654155344,vegetative,9.28
+39.84620972249245,33.777465776562615,8.911696979109447,7.859994644528793,moderate,silty,37.09267330589029,40.20927425422674,poor,cotton,4.853904697644825,vegetative,11.57
+37.00786905372318,80.97846317137353,12.407294996272404,1.411907078352424,moderate,silty,36.22423971254689,27.04192259429757,good,wheat,7.946553797762157,fruiting,7.98
+30.585148953986003,99.20878269879336,12.290028001220636,1.9503375913575205,low,peaty,7.927067885485181,17.353055750914198,good,maize,8.474709051708466,seedling,9.97
+29.23443402955707,82.22332643357524,5.391267264087086,4.964278356394005,moderate,clay,15.09563525736697,11.737556342816596,poor,cotton,9.53116005710024,fruiting,14.02
+30.5165119956146,43.6749574137233,14.478300482879808,5.285323080323561,high,sandy,23.236289990179756,42.06657309682829,moderate,maize,7.084335276476166,seedling,10.06
+20.032802695560832,39.58471691297067,0.8181512801646779,8.345067729568267,moderate,peaty,5.931830854376328,17.77096983424904,moderate,rice,5.735883188076167,vegetative,13.13
+24.878443581607964,37.41327008527506,11.646308177127509,7.115742028368195,high,sandy,23.50249154419689,20.786966975153387,moderate,soybean,11.452529015829825,flowering,17.9
+15.986488322272482,30.935605959122903,14.500577743578637,2.3798816076809466,high,silty,20.67179742953849,10.415134522023228,poor,rice,5.351803003968254,flowering,6.21
+26.888650937170667,64.1064439753841,5.414168947613981,3.035321049059212,high,sandy,25.59438484458323,10.729075398701662,good,maize,4.930968489701549,seedling,5.98
+28.575614598941577,68.43202975626753,9.897603522969094,3.571076694328181,low,sandy,37.21102092402611,19.216737366720025,good,maize,5.132323064187555,flowering,9.11
+20.69374340258024,76.44021285305098,8.652237122741052,2.113053737093725,low,peaty,14.611675699901207,44.91473945086562,poor,maize,10.244610001190631,fruiting,12.03
+39.10072117913784,74.41706967469344,11.541855990309594,3.588803977233076,low,silty,27.36837902315061,41.232921938260375,poor,soybean,8.347756335362789,seedling,11.17
+37.73636527343105,43.3866649026706,13.05957986385326,7.557383399857597,high,clay,20.04413175905833,40.79492460049771,poor,wheat,3.8423132833933167,vegetative,9.43
+33.05358088639765,46.42488043174773,9.244146254843445,3.172613230965547,low,loamy,20.229505351255195,43.08139097392265,good,wheat,3.9515188296019472,flowering,7.19
+28.334665719134065,74.52116283538703,12.330616502531123,8.518236823543479,moderate,sandy,27.654499079077176,17.46454275711908,good,soybean,3.118670366564618,seedling,9.35
+36.749228991192126,47.95581126269027,5.028140850394201,5.22565295612687,moderate,silty,38.29677383130822,49.162611573737664,poor,wheat,6.195294091678356,flowering,11.81
+18.26630859558657,37.00985516954504,3.814512351219845,3.9064218511994993,low,loamy,35.20610269830433,19.287705293864875,poor,wheat,6.766099025132893,seedling,9.83
+34.762744856872125,49.94689229573916,6.744681498226183,4.711762940939858,moderate,clay,27.38328559177089,15.997194037569704,good,soybean,5.507111864709811,flowering,10.53
+18.12052034917121,41.76673260623821,10.327180693921358,7.385470665341423,low,loamy,21.153833113106604,21.78578774796076,good,wheat,5.931115400470934,flowering,14.56
+34.855266563735135,27.065017697486223,3.2150807596114923,5.651134329213912,moderate,clay,19.83972353191395,31.21813368627247,poor,wheat,8.103059667632687,fruiting,13.45
+21.89418920628393,86.41111218213229,10.365106786202428,1.0655079757755224,high,loamy,32.54965188361891,14.977224816384735,poor,cotton,7.472049732656174,seedling,6.78
+36.92726452545472,88.24891113256291,6.214357904294976,9.300914619265676,moderate,clay,12.637723931019403,39.54484093536807,poor,rice,6.387621989699605,vegetative,14.29
+38.60105234563495,37.580024013350354,12.035841471443163,1.5939640270166655,moderate,sandy,25.56832904568607,24.86106756179106,moderate,rice,6.963715596578852,seedling,7.11
+18.71989923512789,25.18177596201614,1.0341193479978978,9.447592139329473,moderate,loamy,22.673381888276488,32.73666142468656,good,rice,9.926432531341726,fruiting,19.32
+26.56689012663484,79.10619498809436,10.18574824852622,1.253375412580492,high,clay,27.72737462451776,39.3694409460032,good,cotton,7.160756916813243,vegetative,6.79
+39.52468445406713,36.9222900690731,9.922423881424532,7.938814014617035,high,silty,11.559735974743058,46.07574990382472,moderate,rice,11.57770048966098,fruiting,18.31
+27.085185899328664,51.47483915494882,14.143564403817058,5.812072373649594,high,peaty,29.351502833158555,42.773878668930585,poor,maize,7.5250439522328705,seedling,10.64
+36.588688062863625,25.13082017899066,10.843829526679022,5.551535625436954,low,loamy,26.944992797135967,31.498746978089475,good,rice,5.271186911996836,vegetative,10.62
+29.718288053283,38.101566780674816,12.046377498137575,1.6550065228960409,high,loamy,11.305114251436931,49.64691581938466,poor,soybean,11.435904455523875,vegetative,11.33
+24.383247697990047,83.43218226637086,13.61656972987094,3.1487050930412464,low,loamy,20.73675912518601,31.18956752032856,moderate,rice,2.9808399020790928,seedling,5.14
+22.14458888814676,84.35171575321615,10.288252815233824,7.997925853586728,moderate,loamy,28.751677419516984,31.438886330432144,good,maize,10.733423871741454,vegetative,17.94
+20.08057727715218,36.56678599101683,4.707227706919632,9.021338469302446,moderate,peaty,36.55614943048387,16.33952780006171,good,rice,3.221550589455256,vegetative,11.55
+34.04495478444243,46.873107608535165,13.11172009396107,5.762068129476816,moderate,loamy,9.273486987395165,15.948821444592085,good,wheat,8.422993758938713,fruiting,13.28
+24.6635126705757,30.739073527499485,11.33988273240164,4.180090567263358,moderate,sandy,5.305879638701211,16.748045052619744,poor,maize,10.88583442269182,seedling,13.27
+27.78188655501878,25.93381042279379,6.654345258012955,1.5394888725778977,low,sandy,10.780395532630871,33.672854438370265,moderate,soybean,3.0621956893436235,vegetative,4.38
+27.308137000029543,99.37373715587276,10.80267300342445,7.139606734597064,high,silty,39.62458070815858,26.606876539417,good,wheat,11.995478035561543,vegetative,17.57
+29.43197573082828,72.44751609958713,13.08148871912656,3.506019496176544,moderate,peaty,31.89295901641351,25.43538006657716,moderate,wheat,6.818885203438226,vegetative,9.45
+36.6394286406138,63.367720735865504,14.646955905173437,1.4951234349293212,low,silty,26.502915659552343,15.102331701212249,poor,cotton,6.90477117687781,seedling,8.1
+39.518483589585735,81.23988003242397,14.309096807406302,6.992665561887599,moderate,sandy,9.655457350228156,25.243608471151152,good,wheat,5.428599165007324,fruiting,12.21
+25.189605214345423,87.20617277501793,5.217253488080052,5.371478141803825,moderate,loamy,19.561604724151657,25.119594898270087,poor,rice,5.950319055899488,fruiting,10.72
+35.687973052657576,84.5371814435782,6.614558848913635,1.1076593473155154,low,loamy,30.03336038513515,34.83257505959638,poor,wheat,6.552112016115207,seedling,7.33
+34.11319486636794,21.32315594319013,2.0882807721718835,1.998316351957124,low,clay,36.35594567827324,25.536387966592294,poor,wheat,3.7921524364329455,vegetative,5.49
+29.33822378638933,34.94463185523988,4.089392161761667,7.292817363213498,high,peaty,18.363813916573456,26.75048056607631,good,cotton,6.861799514507814,vegetative,12.17
+38.90117859029833,72.39242416942648,13.295107523060778,1.5730419975920968,high,clay,39.98914570851139,20.901718370317106,good,rice,7.968672379257764,fruiting,7.78
+20.011862888210068,50.06074782431703,5.732323931050705,8.793667583586913,low,peaty,9.890774431511163,15.260156477233098,poor,rice,2.2554149580337786,fruiting,11.64
+17.731605257740537,98.59861208488856,9.498013549625776,3.801936496779394,moderate,peaty,18.54275723562632,22.000435422176476,moderate,wheat,9.449092637351312,flowering,12.62
+36.349049173885554,73.23238341106033,10.156501465451983,1.7979982339278215,moderate,loamy,35.63891106032064,11.710613613555516,poor,soybean,7.611766905931683,flowering,8.86
+25.978745415843708,96.52391269833652,11.836524489578023,7.837816403512589,moderate,loamy,27.747046330691465,18.14839874739728,poor,soybean,3.0964030317041216,vegetative,9.85
+36.17422135517651,36.115718531663504,3.150600438561649,5.719845110077213,moderate,silty,33.382182255257696,22.998098119247977,good,rice,10.426853315152002,flowering,16.16
+37.32725512988537,89.11656224920185,4.919790451909314,3.7597602914136794,low,sandy,36.77296985705093,15.825851677039315,good,soybean,6.9677307443209004,fruiting,11.0
+16.561439840476787,45.708184465218025,7.000876951143618,4.654885075023412,moderate,sandy,22.75607384273412,36.598786214113744,poor,rice,6.254282609183044,flowering,11.08
+37.08661907465152,99.16518465902456,5.790195387954967,1.192711560443433,low,loamy,13.216150281046511,21.230601129161435,good,rice,5.831560728876018,seedling,6.58
+26.207976384235558,32.61509376585178,14.752125876465502,6.964286837854861,moderate,sandy,29.27974167718553,34.62110294923565,good,maize,9.847599668431377,seedling,14.64
+27.76081222510581,61.30718550706612,12.606641646598831,4.291963200671001,high,peaty,24.721788964827503,35.755424493758866,poor,rice,2.8097706727644605,flowering,5.78
+30.66481277733025,83.42756270696975,7.455457941997047,7.426338127553167,high,sandy,32.04272216648495,27.8915311369256,good,maize,9.054413331845222,vegetative,14.49
+38.15956516825217,54.61139844832287,13.249395078253784,6.6535403135729245,high,silty,22.90998140969682,27.96425773267018,poor,wheat,8.371272290033776,flowering,14.09
+15.477902360744102,57.44672481501173,5.540967739957804,6.8612876731876415,high,sandy,33.388897887393924,33.25853049982407,moderate,cotton,6.233841855236755,seedling,10.15
+26.921086707945427,98.90846364045927,11.894510696408837,8.136034399039891,low,sandy,36.57061165869092,20.49825408687344,poor,rice,11.51373468506029,flowering,21.24
+32.19305106076402,54.02465202409226,3.743296172543578,6.68042270538626,moderate,silty,31.23540593283391,10.849798687669242,poor,wheat,7.507203652759819,flowering,13.77
+33.06767394245571,68.3257680479251,11.698669655782306,4.768533363177032,moderate,silty,31.027930386241145,35.800983917407976,poor,rice,7.957798342684959,flowering,13.02
+32.3133107884277,24.363172854012056,7.118574346338061,4.509348055611721,high,loamy,25.551626943434567,34.34101535261628,good,rice,9.631110770146895,fruiting,12.69
+18.36087823520305,87.3768064168208,2.058740154387514,2.0762389608837024,high,silty,21.50747042406132,29.055242578866807,moderate,cotton,8.253301512645912,seedling,8.61
+22.48488970929203,71.85344391836348,4.462305591055943,8.014990718406176,moderate,loamy,39.040567988346105,45.03062442033857,poor,maize,10.428827395457503,flowering,19.03
+23.967888135425337,52.32160822902508,6.332982048341687,7.849975975791596,moderate,peaty,27.57893862410512,30.344993309570583,moderate,rice,4.28941521458486,fruiting,11.88
+35.11093019198762,21.293563196361585,11.36474721913434,3.2166853037697107,moderate,clay,34.41247757788767,22.13978654823113,poor,rice,9.857481263969914,vegetative,12.54
+21.968996810363823,67.33350564748031,1.5582493635987875,8.764137214283302,moderate,sandy,22.689315999025176,38.54129815052198,good,maize,2.635830718372822,fruiting,11.64
+20.26762409668008,21.012626278732974,10.063431428843272,6.301029320115654,high,silty,24.42002502804773,48.49614081585803,good,soybean,8.832480932798806,flowering,14.04
+38.9362004759524,20.096289112721436,10.882197793526233,5.308181581551105,high,sandy,28.20111582642556,39.47515551270832,poor,cotton,11.853930110187196,flowering,16.09
+15.221582127836722,69.28788497194837,9.981859863923397,1.1574667146294628,low,peaty,30.499332902761857,46.35391536276702,good,cotton,8.873907188113051,flowering,9.8
+39.94552139204946,35.12136538676434,11.529709753429556,4.444670672778846,moderate,clay,20.692450953782085,14.508571131466988,good,rice,5.296186708634165,flowering,9.97
+31.92053247143489,35.351003977447625,3.083444932331155,6.766036914120967,low,silty,17.471022491667803,14.839453283083568,good,cotton,7.065313749414865,fruiting,14.27
+35.71173248622793,72.2617252666195,9.012998648414042,1.8077305391954512,high,loamy,13.37969728621719,16.184228250976396,good,soybean,11.928185882934857,fruiting,11.74
+22.365484908654828,24.295775035149944,14.146601734456258,5.136105779987934,high,loamy,19.82758979993269,38.114177472878325,poor,rice,6.789066518115419,seedling,9.45
+15.3578819416765,45.0724449179645,9.356371912165796,9.940923562254364,moderate,silty,12.393326869504673,25.58828251830134,poor,maize,9.877830203672406,flowering,20.48
+33.44673796403825,31.954552171361527,9.36437703081782,7.448847734881608,moderate,silty,19.586657602248124,29.10844516330419,good,maize,3.823194970334411,seedling,8.67
+35.8536149250169,66.4141095837227,11.1783748106424,5.92183798751444,moderate,peaty,35.613081548892914,20.476804608703198,poor,rice,10.408530322880148,seedling,13.95
+33.51190329883798,72.94121237819166,5.331461365824956,5.79729596445169,low,clay,39.19745635560848,39.44423227108004,good,maize,3.763486912534029,vegetative,9.15
+18.571257182520966,77.69086828792348,10.65690056916234,1.39388574032375,high,silty,25.198568972454115,43.81391930270966,good,maize,11.93642932747149,flowering,11.37
+33.83569805642423,40.41849735348524,13.785390583041618,9.615829936671425,moderate,loamy,10.11018830975819,16.408565407820966,good,rice,3.0779979477913573,seedling,9.93
+34.22306955269103,27.13998013092672,0.6579843588674734,9.353598942565387,low,clay,19.964445337245454,17.70936505847407,moderate,wheat,5.816327133819941,fruiting,15.9
+31.46351289175137,26.294692555351823,13.116639096078549,7.1416423960790185,moderate,silty,26.072677872314834,23.576030658346628,poor,cotton,9.023767888885065,seedling,14.1
+34.15289831988966,54.092123876057904,3.669965803253457,1.8911048471339496,moderate,clay,17.977011422831374,21.206663796211696,poor,cotton,9.45137003776632,seedling,10.0
+36.1480359919433,95.6675527250172,7.110887468655441,2.870505070744944,moderate,peaty,12.180466080462065,31.261463677361892,good,wheat,5.06320051245872,flowering,7.66
+30.34010285593646,37.41832273976197,12.85904311381325,2.655185822880267,moderate,silty,12.938849472650542,40.10316845491495,moderate,maize,7.981043276299816,flowering,9.49
+17.215117849241977,40.539328107323946,12.44672584812112,5.67620636591097,high,silty,21.58751111550851,41.73094777823094,good,cotton,2.850519616957126,vegetative,6.76
+27.190695241680277,28.071104168468715,13.43294843282781,2.87023487051787,high,clay,12.57500435556453,18.33798750996872,good,soybean,2.357853872500832,fruiting,3.82
+16.941233366790126,68.44562191151442,14.136043493171629,7.262205053897784,moderate,silty,13.733294214464305,17.023274165680583,good,wheat,3.3744655118369984,seedling,8.16
+25.18857577581077,74.38982991577399,6.9837758731905,5.907068973724502,moderate,clay,35.55794640507652,24.54777101800276,good,maize,5.968848388635134,seedling,9.88
+25.17766222814069,71.4344966528608,10.0172752566146,1.1589235933838995,moderate,clay,32.26711114982923,15.90895851221366,poor,soybean,6.887038137460186,vegetative,7.54
+16.65024610350604,88.8904194435825,6.161937387628547,7.696515133320863,moderate,silty,6.935954402862171,13.671882628098516,poor,wheat,2.9908795456954467,vegetative,9.78
+23.72051334923698,58.91406680208574,5.585392403636404,2.6994586298855365,moderate,loamy,16.206185552025207,19.70326220354844,poor,maize,6.396741603081224,vegetative,8.51
+17.77495246978287,30.756563261365155,6.758133453666208,8.423966077126092,high,peaty,23.617660323813155,25.75775107573169,poor,rice,11.105331967112448,seedling,16.35
+35.20588025023055,43.15241045635301,11.274603954348802,4.195408934106811,high,clay,7.121302383268438,33.51366663128725,poor,maize,7.942737980486484,fruiting,10.56
+38.69220064911177,72.99439787370815,7.770890833552516,4.047577119834728,low,loamy,28.91099420241999,38.93115198047282,good,soybean,5.07977378942778,vegetative,8.82
+16.807911881448465,69.04975789932479,12.30386527950096,1.1063560220038948,high,clay,18.45558018151424,18.91246025687874,poor,cotton,3.8813473134609726,fruiting,3.29
+38.877880182292536,62.480250379437,11.30566791934426,9.889560846307154,moderate,loamy,18.901246828367466,42.74655212136561,good,wheat,7.124539099260508,fruiting,16.46
+28.06441498341863,74.63715349509498,0.7969376863037902,6.508039052546774,high,silty,14.286457831232894,11.346830462269342,good,rice,4.399628704235952,flowering,9.87
+22.489141948846846,70.99126802986395,9.638453278039345,4.804571495673916,moderate,peaty,16.68751478304482,27.761839869489528,good,wheat,11.425823289351491,vegetative,15.3
+16.921551881904087,90.50599115719614,6.83028128797457,1.8695926401520515,moderate,loamy,35.15914640134643,35.32306183665061,moderate,maize,5.274443361568049,fruiting,5.74
+27.515606701760447,66.88131019826372,7.121120342691553,7.292332577359152,moderate,sandy,32.60110413870241,21.650561103941403,good,rice,2.4510260468029417,seedling,7.46
+34.86288861226872,82.28810869604452,12.366409281113471,3.5445742299274494,low,clay,37.75201636705945,37.34767787766732,good,cotton,9.83586524450696,flowering,13.92
+32.677161931667456,39.89657247731743,8.440315798227813,9.89452736537976,low,loamy,29.464908343233827,44.68213901218736,poor,wheat,9.914138882885169,seedling,17.75
+16.255650286599344,74.25460676712544,13.341516440154733,9.554926232343908,low,peaty,25.225511693598275,13.574652819679876,poor,wheat,10.901699963989586,vegetative,20.21
+16.822545884197588,92.17552947061404,10.835681089679513,7.617670109225097,moderate,peaty,14.07397003143944,30.502416882483168,good,soybean,10.192026396725572,vegetative,17.22
+25.07183206581593,50.85858623198666,8.516180127078766,9.73964737254672,moderate,peaty,28.33993621688657,10.750820125184203,good,maize,4.970606356002341,fruiting,15.11
+22.382262351198584,82.32833498709172,11.440800654191005,1.9507047620838651,moderate,loamy,36.71553309321956,21.182971447798984,good,soybean,9.619830500572796,vegetative,10.11
+20.8096080764012,77.98314409563483,1.0560612384184058,3.519238244828907,moderate,loamy,7.420795914755181,15.47761112545377,poor,rice,10.58271567532744,vegetative,12.67
+22.02511247271784,24.7620957497458,0.8927129950090122,3.2791895991206115,high,silty,20.50745809857721,34.97100019309252,poor,wheat,10.454923001623918,flowering,12.06
+35.08706858242212,66.52066476992579,1.708565240352355,1.6481139261337223,moderate,sandy,10.227624953446096,19.947346682551736,poor,rice,6.5463842659827005,fruiting,7.68
+38.23070134079634,30.41514793606419,6.844697214633568,9.750039381743102,high,loamy,33.3715768350107,21.295926790105742,good,cotton,9.026252856571972,fruiting,17.69
+25.12756736318916,97.3855337784473,3.9140271115906753,1.539766779822045,moderate,silty,26.493438493285307,18.22521168068481,good,cotton,11.296072991174215,flowering,11.67
+37.652775053312425,84.9126002160525,14.771788769028875,8.710200135948966,moderate,clay,35.78772609566568,19.75210019814323,poor,soybean,8.255633082359136,fruiting,16.75
+23.03739253119705,28.777904099769607,8.36320701566482,7.913452821191553,moderate,sandy,7.2085042880830175,19.004408615226435,moderate,soybean,5.216069935822565,seedling,10.48
+26.91092465859479,29.740159811814276,10.105028318176798,4.382803787243136,moderate,peaty,36.700573768993465,37.91485283647411,poor,soybean,2.8076057305607662,seedling,5.19
+20.650724945399997,67.55790839300951,4.542891975577102,1.1692662636681908,low,sandy,7.351881648192315,48.23241599303374,poor,wheat,3.1185277688444586,flowering,4.11
+31.0119010543961,47.59113393385466,5.166055174520327,1.0548631448368258,high,clay,15.066203029555949,29.609256996272848,moderate,cotton,6.804019357674263,fruiting,6.31
+39.47452787937022,22.792468725848742,5.36419775504676,2.835944566245309,moderate,loamy,10.465801149550131,34.01551182850431,poor,cotton,8.048960933405318,seedling,9.16
+30.087327401084465,63.33132062664425,10.631667724679358,5.4448892203041375,high,loamy,10.088498243067114,42.72424573551168,poor,soybean,3.791194820738932,seedling,6.55
+23.94535210283872,51.02760797486775,7.368740011494973,5.121189803666362,high,silty,11.008446429265163,29.044245913878445,good,cotton,3.876295705523403,vegetative,7.17
+31.19543614976321,28.08611938973941,8.00641296168608,6.267633189084347,moderate,loamy,21.80762551196904,22.08097470927285,poor,wheat,3.161572892858005,seedling,7.08
+18.07301696163469,84.15363138047861,9.084043241310509,7.947633786946858,moderate,loamy,32.45268007294605,48.03899285971825,good,maize,5.183707569982848,fruiting,12.36
+37.21647700663497,93.20614122230448,11.647769015454148,4.396191533741852,high,sandy,36.439704626651874,46.246262095913686,good,wheat,7.790634909340307,fruiting,10.55
+27.577098769495908,80.5275147211304,1.810361353430933,2.4432732595838567,high,clay,24.840707545682847,18.81439051309499,good,rice,8.856749500590661,seedling,9.26
+26.23374355099105,85.79378480130218,11.764671727172914,8.200440251455817,high,peaty,10.521304504594264,38.12305788971578,good,rice,11.10756703632513,vegetative,17.65
+29.64661971133798,37.31924538128939,8.666908498690107,3.9942161319808975,high,peaty,7.771673538696478,35.88558146108304,good,soybean,7.966554979539202,vegetative,10.43
+30.619596569735062,41.08583607348808,10.201883950401228,3.5819370801401567,low,silty,22.294536685239308,35.98531398605469,poor,rice,4.311131731665917,seedling,7.0
+16.794395155662826,36.68220322393502,5.249500590191049,7.878808345863118,high,clay,31.78830821859551,43.2241207577352,poor,soybean,9.273740297344808,flowering,16.74
+32.06543053058506,81.20507450924512,6.436109133838513,9.4072549427483,moderate,sandy,26.70563683238847,36.96422484681664,good,maize,10.931790811536448,seedling,18.05
+21.04829200788824,95.83336631475976,3.851904384981844,9.234651538096813,moderate,peaty,25.39735543013005,30.72015372108117,poor,wheat,4.0979267029865785,seedling,10.58
+32.848815812664746,77.34697653871221,14.699849962552376,2.236981832714607,moderate,silty,6.68543249876176,43.84263730854349,good,cotton,9.735209936848255,fruiting,11.3
+35.56336985960492,90.51734119036448,7.706543101399592,5.528423381223696,moderate,loamy,19.404088595078733,20.593639921360097,poor,rice,10.06901890176028,flowering,15.87
+35.098962688813,71.0959275906538,14.94311527905067,1.835832553553561,moderate,loamy,24.263435419808744,37.16902087523008,moderate,maize,5.063813043287846,fruiting,6.4
+28.812524185197223,51.01279204470393,7.601896681888362,9.648783630157595,high,sandy,25.940204553874064,38.06081114765772,good,wheat,7.001533529814753,vegetative,14.94
+28.00424730776878,54.06092919442442,3.686393333568976,2.9370509728915546,high,peaty,5.16828217654713,44.81280842574147,good,maize,6.151992215464423,seedling,7.27
+18.57189903348529,26.025714573392385,7.858059752684422,2.7768661728919724,moderate,loamy,11.984424176473174,49.93230547465038,poor,wheat,4.504380415016266,vegetative,6.23
+34.38365376007839,22.516575619682087,1.074135791086628,8.999971057058314,moderate,silty,38.24251038285663,32.30205172788057,moderate,rice,7.154567019217819,seedling,13.29
+21.785234511167857,75.6380483351262,13.619162120618292,9.710654996097684,high,silty,22.802534339758235,29.376557154779505,good,soybean,10.745144205127447,flowering,20.04
+27.417385570448666,55.07431136089445,12.368978642319396,7.27869033365731,moderate,peaty,29.62747706828984,34.02732923528772,poor,wheat,2.711949535565808,seedling,7.9
+22.106852323187915,64.17720544437036,11.024397550067128,2.089045303293024,moderate,sandy,15.786535626872158,36.347104585753485,poor,wheat,11.11444355386129,flowering,12.3
+18.345709074992328,64.6128998097933,9.34248737391567,5.372700494866065,moderate,silty,25.488019755648587,38.51936898881965,moderate,maize,2.552885136272555,flowering,7.72
+30.73894242229341,42.19006506666411,8.907596388220265,8.349445846554435,high,clay,17.47635468060976,21.248822470899636,poor,rice,6.461348401992674,flowering,14.23
+16.358300870572595,58.071400866359255,14.952559104152211,6.152294653374207,moderate,silty,15.39356075754355,29.481295565768374,moderate,maize,2.266188252571136,fruiting,8.26
+33.716130853155,57.66081773341618,4.5309627932891,2.193353692555012,high,sandy,19.39892932008071,24.836823183651767,good,soybean,9.228847441296905,vegetative,9.45
+22.93966988152792,51.07417769822856,11.80542329780088,2.5469897455290504,moderate,silty,21.09397752058853,11.550931310375256,good,cotton,3.129331102402204,fruiting,5.26
+15.003367325112134,85.65403067208564,8.930369168098032,8.777275082513246,low,loamy,16.59017605103739,34.38093745724668,poor,maize,10.352472342431025,seedling,17.2
+27.778228480930743,56.09312029500767,14.650267884503837,5.743262473187351,low,sandy,14.029636366429283,44.9925809029188,poor,cotton,10.982672244160362,seedling,15.27
+16.17129771319008,68.29156196047903,12.50314615782466,7.352530963900412,moderate,loamy,26.83371318747905,46.85890808195931,moderate,maize,6.031930986793467,flowering,13.83
+21.904238945522486,91.64160963046608,14.978614138349094,4.357562736097583,moderate,loamy,18.325636680458064,30.69694611270102,good,wheat,11.859277353322476,flowering,15.53
+32.6744121863929,89.2986898287138,9.030712419705472,5.792370246269574,moderate,peaty,12.06391107031718,40.63538307412742,poor,soybean,5.973734670622806,flowering,11.68
+16.567240540546646,91.2337763023332,3.465887384401558,9.793928263489226,moderate,sandy,31.54286978204871,38.49650961648486,good,cotton,6.573780115088057,vegetative,15.62
+35.98346230890006,41.60039971720112,7.803462017573641,3.967327332713243,moderate,loamy,30.330955334849037,19.15591906292088,good,cotton,6.194563132554233,fruiting,9.32
+15.095498066464575,22.798599064645025,10.811111443733331,7.07309674757447,high,peaty,36.038553986485226,12.516421744419212,moderate,maize,7.446489838863987,fruiting,13.38
+21.17059673004756,40.885343991626335,11.728225599633028,2.552550014757068,high,peaty,24.42566566916339,39.91425619769973,good,soybean,11.196342066718795,seedling,11.9
+33.52260140380179,42.29658764965669,0.5073948407311817,2.095658967343,moderate,loamy,14.78029525941161,21.307775625548523,good,maize,3.0787359126662244,seedling,3.59
+22.90675374323267,92.74882613799744,7.822892783283263,8.052761001331268,high,loamy,35.22976876686482,31.9752980141636,good,cotton,5.944550716608813,seedling,10.86
+17.547309701650338,71.93941862703765,3.9109014095743753,8.596973889884492,moderate,clay,14.810539220394473,30.96257505436544,good,soybean,5.566922508841927,seedling,11.5
+24.0058479700107,26.536316768178303,13.186221582194433,7.014805258144739,low,sandy,27.946021112533952,42.714956223054216,poor,maize,2.9990927383599346,flowering,11.4
+21.75983215961314,30.83028768088809,2.717128938728314,2.423762537900276,moderate,peaty,11.663756260795358,35.78582643551079,good,wheat,9.758508301092403,flowering,11.97
+36.06779755401387,32.45409004335804,10.163615618835085,3.1652916907828472,moderate,sandy,27.021115034982436,43.88589253325132,poor,soybean,3.385092766849513,fruiting,6.14
+22.83369793962858,70.43373985351386,4.35790175971141,9.200581372856004,moderate,peaty,34.43000162750744,40.08943926310968,good,wheat,2.467854248437109,vegetative,10.57
+34.72331179440018,78.83312204056026,5.669861076606948,3.5983364391978068,high,silty,23.898043511722022,49.99325274933338,good,soybean,11.735998754973036,fruiting,13.7
+37.29680362026836,88.77151284523168,14.13810928097425,8.369744645774059,high,silty,21.48106289591349,44.55499875375936,good,cotton,8.972794856199407,flowering,17.01
+25.84543548941324,95.25092406449944,3.986497818417152,3.5734356001936143,low,peaty,39.77155235592063,18.443064024640652,good,soybean,9.29727906819198,seedling,11.78
+37.7485785963598,36.13636459091534,1.8775400464324945,9.45516312391091,moderate,clay,5.785823192920515,48.45555676573258,good,wheat,7.750427213485337,flowering,17.85
+24.432951349079826,44.781798777923925,1.5046310709412745,9.230076215533026,moderate,silty,16.61060532186535,23.605372345236376,good,maize,3.713419709432753,flowering,13.21
+39.10196041225271,39.22583045958645,7.816919096442201,1.3893685626590917,high,sandy,37.150942522842776,34.313600946674654,good,cotton,7.340165161206164,vegetative,6.75
+17.232238113139324,48.700925397291016,9.804816493122177,7.933725881806677,low,loamy,27.49249398151465,47.65402892879467,good,wheat,9.76727474890981,fruiting,18.43
+32.17548166258106,93.17320859389996,5.245757831777865,2.525155842109664,moderate,sandy,23.97340463934639,18.566611384725057,moderate,rice,9.084853359259302,fruiting,10.84
+27.34535101142322,66.00900535514893,10.50876625599967,2.9374446331574333,high,sandy,27.31920980279849,44.29195848332588,good,soybean,8.418013431497188,fruiting,9.48
+24.691220136391177,79.05535178595993,1.3849889193119482,5.138606910983282,high,sandy,16.26794025933487,48.12610420435647,moderate,rice,2.822818850558805,seedling,5.37
+30.817796968715022,59.20953889014256,12.931352351381712,6.18686334774505,moderate,peaty,7.490884827340567,44.15000591120212,poor,wheat,8.475793343614637,fruiting,14.55
+32.59642729085828,22.30863306688996,12.340224541218948,3.932197470734428,low,peaty,14.630174230890953,42.76685315729636,good,rice,2.6717815270055283,vegetative,6.6
+15.109081741257729,25.135638879825144,14.78969593518524,6.178450289987883,moderate,sandy,16.777363487849637,20.5845746504934,poor,wheat,11.176885511318853,fruiting,16.68
+19.173827218679968,63.03384250143086,14.079322223076758,2.535925342070229,high,loamy,21.79527955565092,26.283986395943565,poor,cotton,10.542255391702168,vegetative,11.34
+32.826151265857966,77.50312278560205,5.664858876824457,1.2010388894293338,moderate,clay,18.78637800086632,40.413361349043306,good,maize,2.2336888213318966,vegetative,2.79
+31.65963533945516,37.22644220229852,6.289493068225869,6.141019495255868,high,clay,23.2350778366021,14.726616798874373,good,maize,4.138349157163312,vegetative,8.41
+39.15118762821693,77.75276591938433,11.316490288434764,5.65673733966087,moderate,silty,11.862848413184398,45.534901252439866,moderate,soybean,7.69238077417909,flowering,13.68
+34.025944756269574,84.853261878681,2.4442001933472564,7.206885676683324,moderate,silty,11.441696170615348,18.41027868735229,good,cotton,2.448943403611083,seedling,7.24
+38.769317693283455,52.9517982689689,5.053213298550105,6.848398557710421,moderate,loamy,17.30993671753577,32.59226722214967,poor,rice,11.097263009151526,fruiting,17.04
+32.563512538370176,79.7135386275284,2.2188435861469,9.0773774221056,moderate,sandy,21.58002995521152,14.202380250200966,good,cotton,10.987041161913542,flowering,21.05
+22.45130521598608,52.32239602627679,7.095853511556055,5.135217581453913,moderate,peaty,16.96050074095313,17.407597865998437,good,rice,3.690714700203788,seedling,7.24
+17.634123056271413,74.2680503564016,8.504062058337105,1.075325272236478,moderate,silty,25.179678133514248,33.420002463823955,poor,cotton,11.205345262816818,seedling,11.31
+34.54559658362339,81.11976394556345,3.5618268144599097,6.675874134371687,high,sandy,15.850213975637576,35.38568645921133,moderate,maize,9.030595823616537,fruiting,14.54
+31.1037305368979,99.35412946464886,0.8861594602545225,7.076191866428966,low,clay,11.200914805349072,20.79006075723599,moderate,soybean,6.619232172479332,flowering,14.87
+16.204650309832406,47.631732965087686,10.930659560382583,5.693454904563728,moderate,loamy,35.19898385029788,14.763892597283697,moderate,maize,6.593181159889218,fruiting,11.47
+24.00126164752446,52.88326244596892,0.7900748841794434,7.203743832170941,moderate,peaty,12.021073450162229,31.98223714683716,good,maize,5.148633924828274,fruiting,11.58
+38.91999538710715,33.24960475281371,14.614337829461164,3.9122543191253754,moderate,peaty,38.8324486433006,43.625513578332246,good,cotton,7.857502441957997,seedling,10.09
+27.51002864275503,36.32584467214456,3.713305222764734,2.3392747287197126,high,silty,39.55914259878924,18.057823662675165,good,rice,8.016786632846435,seedling,8.39
+25.81822840049261,75.47160020787021,10.12655133568622,6.98098297560766,moderate,sandy,29.388132843196896,37.66261238604611,poor,cotton,3.701654035064438,flowering,10.63
+26.44249012898235,93.36364721235807,6.803900030479842,3.2066778629397583,moderate,peaty,22.570034794824306,25.435242794670582,good,rice,6.838614150020735,fruiting,8.97
+20.222068100129093,51.568396132899245,1.3652709748880545,5.106843183557844,moderate,clay,32.839659094472,47.72352252918581,good,wheat,3.103604113017589,vegetative,7.01
+24.21767927161988,34.3875557468433,7.346662296199778,5.424604575504838,moderate,clay,35.56209505048545,13.302925934530036,poor,soybean,9.730493449140084,seedling,12.91
+24.24533139967941,42.80795995063953,7.993029197303595,5.2947959542154965,low,loamy,29.835712902005625,11.598734175537984,poor,rice,9.951762578749973,seedling,13.97
+16.30887550468681,56.40413638465109,12.892906517346592,6.386042293119602,high,loamy,8.57156644028281,14.97233047645189,good,wheat,10.555736432218062,seedling,14.23
+34.189190712947955,43.25202634922947,11.11906150989452,1.2650833803327295,low,clay,5.10457542986364,41.297793605865934,good,soybean,2.4527939880382914,vegetative,3.63
+25.412610797596976,38.6863266497493,1.6498858839241022,9.907142454370792,moderate,clay,11.716546284369304,46.9107893130935,poor,rice,8.662842525509124,flowering,19.01
+35.554497170410585,78.87875910056636,3.532858909767844,7.446794265447141,moderate,sandy,11.598616346182553,42.89906580918004,good,maize,10.7585338495022,vegetative,16.97
+36.258700027997385,20.627593699249857,5.022371421116742,4.828490036188864,low,peaty,11.38811238239835,38.71328043727537,moderate,soybean,5.35300738158581,fruiting,10.21
+20.29985136746645,63.13844218691865,2.1879114537398823,2.721970272612199,low,sandy,22.842031155540557,12.303386322972054,good,soybean,9.92290035561648,fruiting,12.83
+31.43383705425321,83.50134456238031,7.125036528260113,1.7215959019902067,low,loamy,23.20295622759819,18.55246362299229,poor,cotton,2.057120907910843,fruiting,3.65
+26.807045104074543,41.29826290539746,14.772483267506765,7.049713785635097,moderate,loamy,30.305771634803524,47.41516250381639,moderate,soybean,8.652806071814325,seedling,13.86
+37.003918448037126,68.26332084896138,7.961885472947543,3.8526005346270247,high,loamy,12.051373453957384,34.91172241455331,moderate,cotton,4.406863567587669,fruiting,6.7
+20.393516979411352,73.51200844948943,11.257291440685956,3.065306124248812,high,peaty,8.243098538575165,28.732968298366774,poor,wheat,2.781857998711649,vegetative,4.14
+31.945330007751107,72.4019757124072,10.40259806664052,4.419589484011,low,silty,28.313196119816844,36.09248427780447,good,soybean,7.002137658616967,fruiting,11.72
+30.193803056318064,55.66797073589741,12.823715808836,6.336307790269391,moderate,loamy,21.93989580275638,17.143750401405995,poor,rice,5.665630691845585,fruiting,12.0
+22.382536939295814,47.72623903006234,3.627990611751337,7.045346950156011,high,loamy,28.321222751528463,45.71475848621599,poor,soybean,7.96639321332184,fruiting,13.76
+18.415022591279318,86.87392584222508,11.43048079454891,6.806530624190772,low,sandy,18.325908566126905,36.25214512868212,moderate,soybean,10.56170629597288,flowering,18.16
+31.290994011931915,80.67567655998914,13.279650984433369,8.769390251427762,high,sandy,31.27784370570173,28.849778989165717,moderate,rice,5.920417812430815,fruiting,13.38
+33.46493645330827,45.700413873113,2.98689243321352,2.968816879631037,moderate,silty,28.89102721608293,28.295023609271453,good,soybean,11.267298543322903,vegetative,13.72
+22.89068359408375,28.241535555376487,5.528632186926054,6.7307154687742194,moderate,silty,27.76196493596253,42.89510146949415,poor,cotton,4.684866929308814,seedling,8.89
+31.120815100557845,25.74460363563753,14.56647558280764,1.910029385674847,moderate,silty,5.964924916244957,22.31474158951105,poor,rice,9.779211285253057,fruiting,10.96
+24.87827269028758,27.54207823191489,11.82142376670699,5.9314122090926,low,silty,35.03434555466179,15.48527204963582,good,maize,8.406485021317168,vegetative,14.07
+32.830172082065445,66.62954889536343,4.597567071794219,6.255625622407041,moderate,sandy,18.18124582070503,17.426781774486543,good,soybean,7.152319312328986,fruiting,13.47
+19.980381872351327,24.13297406631917,8.677155659845061,2.946135690407563,moderate,loamy,9.746543979421611,13.245439716824473,poor,soybean,6.492977690233932,flowering,8.41
+37.25537506590436,46.95414999712307,6.3627287813174425,4.525238169921131,moderate,sandy,31.445598274850106,30.31451707969901,poor,cotton,11.136148564834247,seedling,14.22
+22.18523991163949,80.25597615313835,7.604495056743383,8.444736006254221,moderate,clay,22.026622250813706,37.090327719824685,good,rice,8.483728586912306,flowering,17.17
+24.194649693903823,43.54785332123025,5.649909775165273,2.335681483776671,low,clay,6.1201883590533335,47.35940804936029,poor,soybean,5.611409453061168,vegetative,7.54
+16.452298802008745,81.06464617441038,4.550299768689938,4.9105557785425615,moderate,loamy,32.365501441216416,40.03259896040775,poor,cotton,7.522140562701386,vegetative,11.54
+17.78780530803191,79.63736305656442,10.284064100175572,9.394597640903068,moderate,silty,20.226311206825216,33.32442858575647,moderate,maize,7.51247600759703,flowering,17.56
+27.8965475678082,39.6661706106573,11.788856318748705,5.5369803492964085,moderate,loamy,31.42240776867521,44.55815741872137,good,maize,10.769921591031665,vegetative,15.48
+21.689816918199288,78.30577440741963,13.1723782798365,7.526203406499583,low,clay,31.44568567979841,45.68852240804126,poor,cotton,2.415734452728912,flowering,10.97
+35.88700564355486,79.82213106176806,2.7522845261137268,8.441794355999958,moderate,loamy,8.497767365041863,38.49542565996399,poor,rice,6.407937411341658,vegetative,13.93
+15.367334716373849,51.79631405336215,12.43140509285599,2.833969373609432,moderate,silty,26.46290381087312,12.251383768810731,poor,soybean,7.1012745684627365,fruiting,8.69
+24.477351216798404,36.833638699321455,4.194611954917422,2.963955119796392,high,sandy,17.60479725512072,21.670492554993046,poor,cotton,3.5196091665419758,flowering,4.76
+23.43363866922732,61.70166455134953,6.696377653695734,7.827323104885451,high,silty,24.12406629019821,23.447438334748888,moderate,cotton,2.0078278291843814,flowering,9.51
+15.483190772940024,93.71180704001571,13.570933444814075,7.779760643587608,low,sandy,8.099144267514522,49.89525654923506,moderate,cotton,2.021360750846741,vegetative,9.48
+18.10920997501276,71.16933859456495,7.090302214247729,1.5416498857565717,moderate,clay,25.58642457048516,28.56650305072327,good,wheat,11.843627366223853,fruiting,12.94
+25.34106687296588,33.83379981018089,3.3574212436425848,3.902484166254679,low,peaty,32.21390080408223,40.47540983912698,poor,maize,2.7590274743305847,fruiting,6.88
+27.321614611186163,74.62055397868158,2.818095500938208,4.586792427175942,low,loamy,39.5384831415806,42.55189095695735,poor,wheat,2.902279974599397,vegetative,7.22
+25.107243681371727,54.176242182546765,7.358264616455941,8.461363631240383,moderate,peaty,16.209784244249455,36.13040475909714,good,cotton,3.2426900301824397,fruiting,12.0
+28.273441960302343,67.32230378842985,11.558750147660035,4.796760298867637,low,silty,10.429366280071342,10.73105856565241,poor,maize,11.88752779354987,fruiting,16.73
+29.87829187264204,78.72512280184864,14.95947458762737,9.333360013629196,low,sandy,17.806542098882474,10.77397935537148,moderate,soybean,9.446435316586191,flowering,20.13
+15.24809552819589,61.19578812115559,11.917425112248075,9.96946999426576,low,silty,5.675586956585309,42.75111666380355,poor,soybean,6.0867268550089975,flowering,17.5
+26.6023789863376,85.11871796586469,13.216673404671376,8.026535491249145,moderate,silty,19.30706627461109,39.569598937254725,moderate,wheat,11.8704379510872,fruiting,20.04
+39.087481022189706,77.77244634533022,11.343569233555876,6.997480206105317,low,clay,37.01063197227141,31.444661146416912,poor,wheat,7.603680059278576,flowering,15.7
+27.97580700323872,69.20586720148086,13.483808960963536,4.527074493884105,moderate,silty,11.80228829435728,19.954628658994164,moderate,maize,10.070187165908372,seedling,13.25
+31.93855668647383,32.06342526658812,1.606256378051742,1.6033550144683004,moderate,loamy,21.72018769480249,13.468547982408694,good,soybean,2.7558588648876894,vegetative,2.98
+22.79659644792208,86.87592887292547,13.98400818523386,6.158248807565175,low,clay,25.04159687522532,16.570734665923478,good,wheat,11.393254055524592,vegetative,17.08
+34.34978445381906,94.87244682558529,6.247889229022014,4.255344149895919,low,peaty,11.296749195983244,33.21295097620141,moderate,cotton,11.525202811421485,flowering,16.22
+34.32303704690288,30.957209904743586,13.863406237566448,4.158082682491092,low,silty,16.55369332952299,31.8330654364323,moderate,cotton,10.635421918921391,flowering,15.46
+28.032401191353472,59.059290354674445,1.5981261431623957,7.18938327438492,moderate,peaty,36.89751451221994,47.65067712512633,good,wheat,3.610417965057484,vegetative,9.8
+39.40034558198034,40.71109935764036,10.87102287825647,5.172754227369722,high,loamy,15.35050584208981,48.29106872301382,poor,rice,2.032890540704224,flowering,6.22
+18.13875536906633,80.36186459404517,11.167486855717966,7.76884460294305,low,loamy,27.23770566440352,33.04027385695733,good,wheat,10.984835031601309,flowering,20.17
+15.423691622239526,77.730370880376,14.955207894817704,4.583559004168412,moderate,loamy,9.79331715508269,43.65730400822105,moderate,rice,5.071202993930044,seedling,7.87
+34.253955293927405,31.270809645631896,11.6484014250023,2.357770469379064,moderate,peaty,28.445337276991136,42.48998064444328,good,soybean,5.630192252717262,vegetative,6.69
+35.178888434122065,90.16218170093096,6.047318734326296,5.152127735712219,moderate,peaty,14.770054348686102,40.09506267738138,poor,wheat,6.70320738851845,seedling,9.88
+18.005180728014405,34.47784511824018,8.580103998468907,9.55911262892827,high,sandy,13.094197360635269,27.493520617302224,good,soybean,5.176453247222377,seedling,11.42
+21.63957082396515,83.7807220518486,5.814988603415558,8.213721662049025,high,clay,9.345781360136904,25.57625253251465,moderate,wheat,7.947885801903153,flowering,15.73
+15.438809084165722,56.55842877024039,3.342270356920443,2.8517432956603006,low,silty,6.638853476791002,20.56535895832932,good,wheat,6.034245176761053,flowering,9.32
+22.33271526951412,46.2617834846521,4.103283748782966,4.521704514804484,moderate,clay,38.875089900034695,47.483800342960045,poor,cotton,9.317431989418536,fruiting,13.5
+34.32854684796679,32.65914101393708,3.7191527469776537,9.35012885698484,moderate,loamy,19.48666506357904,43.3770139966122,good,cotton,2.319058086649755,seedling,8.73
+27.949013192814476,33.409140491730355,8.457822287366588,2.1132915285390985,high,silty,32.21654258024719,17.084631017065675,poor,rice,4.050590267402815,flowering,4.3
+23.702389829207203,72.95124437607203,13.639329200712451,3.285552176784424,high,sandy,37.203125494828114,20.098523637767208,good,soybean,11.146854416255522,fruiting,12.99
+24.293482372658257,64.03443103576964,13.734536078281764,3.3600038128470677,low,clay,12.140715269722882,33.25310404300258,poor,maize,2.4525541737876893,seedling,4.86
+15.033840642886704,29.76683373209862,1.2940747741244698,6.138395880957852,moderate,loamy,35.44470086389019,26.543990941776286,poor,rice,6.774714795292533,seedling,11.24
+22.495013189130898,29.015828835066017,1.658541313802456,4.696599877401905,high,silty,29.780859175741043,18.555905832401475,moderate,wheat,3.814030799076805,seedling,6.35
+31.161468540948263,25.78484598182332,4.054226328998981,1.7188360659666988,moderate,silty,25.22919695914948,41.64626206907384,poor,wheat,9.788942442159318,fruiting,10.64
+39.35486109540893,79.50138778988352,4.198362060807386,6.66263309119377,moderate,loamy,33.31772329242776,10.062125148978575,moderate,cotton,7.197123776902256,seedling,11.65
+36.17652067459749,76.95056681834313,1.875893040969141,1.891700780681352,moderate,peaty,8.873260282996439,23.73106133885055,poor,rice,9.187083328996868,vegetative,9.86
+15.589874116138228,24.674479268366014,6.132718447014887,6.457734387811703,low,clay,14.226011769220037,47.17399650264067,poor,wheat,10.29486806517555,vegetative,16.55
+37.46401511687098,64.82160604775784,9.022018194023664,5.563075422034232,high,silty,9.586780578696713,40.43071992586057,good,soybean,9.510899938070002,fruiting,13.75
+34.579960332465646,26.77409241941519,8.883351908692223,5.443017946527813,high,peaty,36.35896995679181,26.051399121144318,good,maize,6.091507037236894,vegetative,9.81
+34.509403089274514,92.29966164871531,8.379730378249594,1.6074662076930684,moderate,sandy,8.45791809159321,47.14913674329402,poor,maize,6.551093765157973,fruiting,7.29
+26.44989397508929,92.5693935344106,5.410742910868709,6.752984021951823,moderate,silty,39.29826475325263,46.03212822927248,poor,soybean,8.550052284893578,seedling,12.95
+24.95013232386257,75.85863918505041,10.74360743709042,4.881882327303977,moderate,silty,8.846192514436805,12.103348956533946,poor,rice,9.481603546425474,seedling,12.33
+22.572893220829812,94.095113715156,12.484017144225534,4.699955100571179,low,sandy,28.163688752756062,15.117643891490095,good,rice,5.7214221399516205,flowering,10.91
+16.642371473859143,84.91624243309525,5.520976863922423,6.368062567766831,low,sandy,28.11729170222886,25.48921191619085,poor,maize,9.782006724710802,vegetative,15.92
+20.70588408734248,86.28308607416395,1.7402627098421988,6.456232539518926,low,silty,37.59361621731974,47.17590606228614,poor,maize,2.049317372066664,flowering,9.75
+21.165090874450616,65.57662804559466,4.796788640831919,1.1352996618578968,high,loamy,16.309637839483706,43.76820679065935,poor,soybean,11.120903365658313,fruiting,10.36
+27.10192674275504,44.48473585729407,2.49184549133609,2.12703311082886,moderate,sandy,16.620416848002296,11.910468568036965,poor,maize,7.957614788798068,vegetative,9.39
+33.68611016491735,37.42392920931373,7.276701544794123,3.128663987602485,low,peaty,34.62026572161162,30.493237509770413,moderate,soybean,7.656149995474618,flowering,11.2
+26.845245709948664,46.176001763114336,2.761059694083135,7.101796000113811,moderate,sandy,39.25014434582288,38.81013181652606,good,soybean,7.61175361457233,flowering,15.02
+16.446111236179014,70.27963440712497,7.211248986040671,6.190670143266467,low,silty,6.054857255583368,21.036907445749083,poor,cotton,2.3991642403885445,fruiting,9.04
+38.9447450247051,33.81252286659191,3.704541938707393,7.818662191462783,low,silty,27.236092226738982,38.90097999152544,poor,cotton,11.494181886474944,vegetative,19.14
+38.56810797735281,40.69121893098573,11.211601029204845,7.665470249894713,moderate,clay,13.527387763516264,24.78901953554228,moderate,wheat,9.641168601891716,fruiting,17.0
+34.62973857871021,57.44486902363715,0.8997394921197617,8.678645822855357,moderate,peaty,30.47868008332865,20.962260027228638,good,soybean,9.157701664823357,vegetative,16.82
+39.78319753910552,38.644007881969245,8.543821405562921,4.391333751451725,moderate,clay,32.045165322173744,25.702593081229605,moderate,soybean,9.011199068668308,flowering,12.89
+28.61205832000657,67.09149357728492,2.957579986340822,4.105574795649725,moderate,sandy,31.68839449292861,48.03204001137082,good,wheat,7.43641421072616,flowering,10.79
+39.06920875633016,93.8540822765064,0.5143820348095924,8.47913862748117,moderate,clay,20.24289117127628,46.21177503728455,moderate,cotton,8.226799559281606,flowering,16.8
+16.89012601541877,79.84714925625012,13.103401276939705,3.1384138048046606,moderate,silty,10.523048524291918,46.55805146060535,poor,soybean,11.244114084364783,fruiting,13.74
+24.142018706534284,73.31412913191303,10.23715292330398,5.150551363062463,moderate,loamy,25.466762083287037,46.69516433829848,moderate,rice,5.605278889092595,fruiting,9.86
+20.634531700169145,66.6177180787023,1.934670919732589,2.748930868200248,moderate,sandy,32.61633255750989,17.13096364508936,moderate,maize,7.976784238587419,vegetative,10.12
+19.89582710335675,59.03583274056519,10.129049331415906,9.224566679252924,moderate,silty,36.92682496907207,45.8424559622236,good,maize,5.903801994287168,fruiting,15.08
+18.5200737223169,34.92510877077278,9.36888632469518,4.670227117869628,moderate,sandy,20.842551332274784,18.49105743054668,good,wheat,3.187399284086513,fruiting,7.46
+30.56034103914992,91.57683643414924,7.363671962126448,2.9123820840774552,moderate,clay,13.59863889945964,43.52542470925877,poor,cotton,3.445111233735007,seedling,5.25
+34.533046393682625,39.8828801610269,6.579242427171403,7.228120515120207,low,clay,9.158786559241983,31.67595543946067,moderate,maize,2.646406942058606,flowering,10.75
+29.45745998550902,27.30471020625286,13.362511562278156,3.201802103894308,low,sandy,32.91603877192965,19.598491101877386,poor,wheat,5.899546247447059,seedling,8.34
+18.674067739705244,80.00121433829563,4.054646288513044,9.491532428532013,moderate,sandy,23.735407849681625,25.94081651970763,good,wheat,5.492003099988272,vegetative,13.97
+35.27809424833677,34.04924274649331,6.2754958266940575,4.308553133284703,moderate,clay,28.596443236807527,27.33512733742723,poor,cotton,3.2376930676859987,flowering,7.12
+30.89886767909321,49.75167996329408,5.272173486974995,6.981766408916534,moderate,sandy,10.573414022676491,39.32685005139594,good,cotton,6.49090769846182,vegetative,12.8
+24.704142653174888,22.26279426327838,11.682414921031189,4.107204380416721,high,clay,5.230258602192858,34.2408588619118,good,rice,4.130360460303321,seedling,5.85
+31.853257388401573,30.965435403235844,13.78874694037182,8.265210246941264,moderate,sandy,38.8653562408844,42.671286352627234,good,wheat,3.012052350610083,vegetative,10.16
+21.497624481070822,33.85629046079296,12.821834631733342,9.072304669204982,high,loamy,33.38108671919799,25.872199495897945,good,wheat,5.219255738790708,fruiting,13.24
+23.629805212355265,24.352810220014234,12.066706989346644,8.091265234733076,moderate,sandy,19.00092433212112,39.74362142742187,poor,rice,8.74256971031873,flowering,17.08
+37.93714607829976,72.53255652982762,14.808454210766202,8.63649116854768,low,sandy,21.000172473120465,41.71218003401756,poor,soybean,2.3724837147100404,flowering,12.28
+22.26261264178551,86.96062366424938,10.608595980950584,1.916927451438724,high,silty,37.51728759978852,12.52577133328903,moderate,cotton,8.861104338218578,vegetative,8.83
+26.749706703948416,49.86523250927527,11.39027997259624,9.316582093297598,high,loamy,12.26775993123257,25.025526643532853,good,rice,3.427127819642994,vegetative,10.97
+37.25352843490037,89.96611813745605,14.750636825722776,6.6187065598775225,moderate,clay,33.09900399166149,45.439579700048185,good,maize,11.08654788406384,flowering,17.9
+32.69303375668819,37.06772596481012,0.6013663882880242,8.822957789495797,low,clay,5.627533482509788,38.19903673693811,good,wheat,2.9755483872379145,vegetative,11.31
+16.555080654117567,46.03123388489916,9.693701458327292,7.159930877668739,low,peaty,35.649947523799185,26.737853896807128,moderate,wheat,3.9138742317852575,vegetative,10.63
+18.68257610697426,32.058959442493475,11.2150872133227,2.8166290168933936,high,loamy,25.624940223756013,17.31897010087475,good,cotton,4.276249824052101,flowering,5.72
+15.19603976929792,69.64473563351989,13.808492279479328,6.485995914811088,low,loamy,21.715228578801824,13.86443347754872,good,soybean,8.634962616795272,vegetative,14.98
+30.773044755729085,53.58956726962455,13.31574241067297,1.818516157508269,moderate,sandy,29.726019576174536,19.174032359325555,poor,soybean,10.11119509416648,vegetative,10.65
+26.19183563526046,69.0626677473519,12.708429877890016,7.261507271963428,moderate,silty,7.367789594821341,19.78769768757464,poor,cotton,7.295406504618393,flowering,14.47
+18.356871272556887,80.93399243153469,14.213973443154703,4.681010269725155,low,clay,11.844038490894,24.82647783404915,good,cotton,9.441587350422774,fruiting,14.19
+38.94835302641926,63.65624128263588,8.29199822474876,2.365598557901881,moderate,clay,19.24447787482901,17.07686570253166,poor,soybean,10.874649934765888,seedling,11.64
+28.241493098640497,70.21042839214303,0.600341385979988,9.813068342815727,moderate,silty,26.62531618555461,15.841901362025324,good,cotton,8.10630835016064,fruiting,17.35
+21.04733235282223,94.82002515154664,0.6602887811066381,9.10975981789613,moderate,silty,10.05919015781384,43.7602702490974,poor,soybean,5.10448315631041,fruiting,14.36
+27.51508927886769,43.92514476870745,8.397266306458942,9.041893420629284,moderate,loamy,18.282230539147157,19.98152968676705,good,rice,3.531035719470093,fruiting,12.41
+31.990508318377696,48.733115090716254,6.8114474635271485,8.099382757170275,high,silty,14.131248862598175,32.464214768273195,moderate,wheat,7.887110383067906,vegetative,14.32
+16.90598044933911,77.41626893674695,7.043053273799004,7.227830126291659,moderate,silty,27.59492785263851,17.97198192138562,moderate,cotton,10.364376892147842,fruiting,17.16
+21.8675953761973,68.90444136443094,6.3058686895455365,6.895715322630206,moderate,sandy,37.17474573467168,29.67014024560269,poor,maize,3.903664003036437,seedling,8.43
+35.17413727209984,34.282632363177186,13.807024231822918,1.9548445393346972,moderate,loamy,10.809269666179274,21.068480542027864,good,maize,11.99478173699982,fruiting,13.24
+26.49162176006653,50.091784800839214,5.707970091961954,9.105096117866088,low,peaty,11.624140037469337,13.47198712478248,good,maize,3.270962200874881,vegetative,12.08
+28.66442855080737,57.4270410499772,12.915290655564707,8.930155566741494,high,peaty,26.01849678989819,49.28703318295706,moderate,soybean,2.390919592991681,fruiting,10.02
+25.82040005523673,53.55118703747115,13.591539509978793,7.73067363872368,moderate,clay,20.87468780711411,28.31224466144233,good,rice,8.859346096927311,flowering,16.86
+16.097498566075128,34.261984665763265,7.742775664984844,9.345834631676103,moderate,silty,30.133661194843896,25.721895931537155,poor,rice,5.650559898699596,flowering,16.06
+19.1437444955039,93.95440734274098,6.980601541793781,5.977751062581928,moderate,sandy,15.075986451062684,17.964885217207105,moderate,cotton,8.704339499992752,vegetative,13.25
+26.13854096854727,80.98550093551808,11.534798761123978,5.028781012457998,moderate,silty,24.06868656724925,29.81463521566269,good,rice,3.810002801529702,vegetative,7.6
+20.2296366351982,58.50846656862818,10.765586860778294,9.711526619496508,low,clay,18.538985235188942,35.40875941858641,good,maize,3.867837004273728,fruiting,14.04
+16.24947571649197,74.40488226454693,5.263759190644986,5.177180690178904,high,silty,14.844245325443476,22.186003124749945,good,rice,7.023451211351518,fruiting,10.79
+36.09124160129559,91.78261377084176,1.9869478259073752,6.771919969604419,low,peaty,30.52537440284287,29.216736016466346,good,cotton,11.452708421573346,seedling,16.76
+39.5298132291029,30.893931388925697,4.340359802645965,4.357559321725951,moderate,loamy,32.85628120074011,19.483241800548537,good,wheat,5.754011078061024,fruiting,9.21
+34.82857184991849,40.02984405655822,2.399913334278335,6.726936034177551,moderate,silty,16.51330091868385,31.108523268942783,poor,maize,2.729022685353039,flowering,9.65
+36.34462304261668,63.4160997805316,4.773617998762025,7.480890960631189,moderate,peaty,26.80401432043429,41.48857920614779,poor,soybean,9.37193457177994,fruiting,16.9
+21.04942825792613,83.92082970818869,4.296412700921586,6.621899727596953,high,peaty,11.250698645775657,12.408537846823942,good,maize,11.222246320623038,fruiting,16.69
+39.01567438782999,22.90039163532219,9.746815646357346,5.63106647094578,moderate,clay,32.683875897655604,30.713558702609248,moderate,cotton,5.632050589847661,seedling,9.09
+19.92314261133571,98.72145201570883,14.340192412594304,3.700997178627096,high,loamy,14.843776428771564,25.97452329246918,good,maize,6.570696924650312,fruiting,8.97
+38.78574525904581,56.39252823059177,10.443284118792011,6.79461108522601,moderate,clay,10.983416096792029,12.961653661132411,poor,rice,11.514616091408424,flowering,18.67
+39.87048234914877,48.73849124973784,13.93641641693626,9.175860057352264,high,sandy,37.89864884832213,47.62036259641607,moderate,cotton,9.480420138753258,fruiting,17.5
+32.79307014365122,43.41795502718175,11.869917749822427,1.062213320527006,moderate,loamy,19.786949833239376,20.393719377230184,poor,cotton,8.691297407099288,fruiting,9.1
+39.52859329479555,33.94853661206973,11.054225520032013,2.205361246867213,moderate,sandy,27.52249696723017,32.5844613993929,poor,wheat,3.284796433463912,flowering,4.66
+29.23849448917759,83.32591271440222,6.50389813309345,2.077958426498701,high,loamy,33.322467585165654,24.904810043147695,good,maize,7.813161378053843,seedling,7.98
+21.48854457940226,96.43313317968772,5.209520291518845,9.308847726035689,low,peaty,29.01498110212015,20.84530828102267,poor,maize,10.600560677286843,seedling,17.91
+25.92489714164052,53.09158038763186,12.77102190085733,6.964729200663532,low,sandy,24.76310189077253,31.08722602488875,good,maize,9.265175398973804,flowering,17.36
+29.839023384469648,96.1936555802765,13.628201877470577,9.566092958231357,high,loamy,18.006471068444906,37.56114385853889,poor,cotton,3.161610259484545,vegetative,10.74
+16.827039050675374,85.90380923480274,7.052296157938514,6.245319458911855,high,loamy,37.14830627770539,41.42140803456724,good,rice,8.713074929220527,vegetative,13.02
+30.55858161543115,58.48409019810546,0.631414923706344,5.155596074433284,high,sandy,9.673970275482173,35.356979001764856,good,wheat,10.047979036453825,fruiting,14.02
+39.529445919057366,73.92209433009062,11.991700354143822,8.131086206329261,moderate,loamy,35.93719023054835,31.05183959313888,moderate,wheat,5.816585516487956,vegetative,12.98
+19.75269124459319,54.79873433363704,4.633498186848229,2.448480407277021,moderate,clay,29.84470905898765,41.09046598060302,good,soybean,9.540940837288383,flowering,11.26
+34.81487790720958,64.69787265700418,0.6433740427453507,4.432043046855893,moderate,clay,24.999373669605884,30.698235991457487,moderate,wheat,9.122503358616868,flowering,13.82
+37.697469844490485,24.643706961480305,12.17233410515377,5.196468164808014,moderate,sandy,16.366171651968198,48.96907347593482,good,maize,5.324774716413053,flowering,10.52
+38.59253982050552,75.70107802404266,8.002505737845024,3.686125550609064,moderate,peaty,10.111545451166904,31.069628170478754,good,soybean,9.42286535047896,vegetative,12.25
+39.00339011013618,24.225971558730937,10.435555821907805,4.341570511676306,low,silty,20.5106194408692,22.689885782315265,poor,soybean,8.396298262875263,seedling,11.81
+28.0364909680368,85.36679575357196,13.763002406594923,1.7029466823197643,moderate,sandy,32.4315832206691,27.854479608025645,poor,rice,5.120149432496572,vegetative,5.92
+39.4326976997876,85.9957543568446,8.347020537002528,2.781852305046021,moderate,sandy,31.08584037785268,29.599603131564862,good,wheat,7.361087296335483,fruiting,9.37
+33.93275517836097,38.96618300449717,7.796314052395004,4.019470482978355,moderate,sandy,27.590477093668905,21.339443508171016,good,wheat,6.568863745135108,flowering,9.79
+19.041785905924048,45.89302248286402,4.714600759549821,8.16301389909821,moderate,sandy,39.737488519452725,16.349713010769086,moderate,maize,2.505516453500001,vegetative,9.64
+26.922502661699248,58.50483028466346,4.925310599379313,2.6424761935857752,high,clay,39.04221697297415,27.255336567823427,poor,rice,8.829847762430285,flowering,9.93
+32.9582793843001,67.73303255459851,12.049859957429865,4.119763365858022,moderate,sandy,19.000170604797656,45.88131278551067,good,cotton,3.363718936080256,flowering,7.43
+21.183507895477085,42.98829293935974,7.010924060996088,1.5842825937724163,moderate,peaty,11.738701993261431,20.221246898581096,good,cotton,4.422642264791532,seedling,5.03
+31.015379588722183,67.398912370554,2.8711300248177456,6.013939103439454,moderate,silty,21.234339443753733,24.472746596291284,poor,cotton,11.582470447817842,seedling,15.48
+31.66501197616548,43.82296585834391,1.870667078007186,6.50125799326835,low,silty,34.560181332942506,40.30892060819672,good,soybean,4.307498032195263,fruiting,11.01
+19.067493595214145,24.43925768568485,7.357341694495801,8.789648171159502,moderate,peaty,21.04970806952558,13.290931685619524,good,cotton,5.918615062229655,flowering,15.52
+29.12713281131891,20.20220398655272,7.241847842457092,8.372043986517676,moderate,sandy,16.759368776862214,43.0028220399261,moderate,maize,11.599127384080376,vegetative,18.6
+34.29067277446519,28.09208463347429,9.975145033978242,3.5684015921549244,moderate,silty,30.94310252122264,38.8111527366464,poor,cotton,9.502919292197983,vegetative,12.25
+27.47239161339855,83.38005601312146,7.33047842730454,2.232583202708738,high,clay,27.75480941306596,31.99056563025279,good,wheat,8.805202976271055,fruiting,9.27
+15.302577919402683,96.91450499066696,2.580397709946113,2.4047486398936337,moderate,silty,38.90441845265217,18.379151772907875,moderate,rice,10.208399662295056,seedling,11.15
+15.225961726982304,54.15729594249754,7.8631418295784465,9.720675487364002,low,peaty,24.22409934668876,13.707142446671948,poor,rice,2.593856970365023,flowering,13.89
+23.925733599250304,61.01471627599543,13.648446356347364,7.059032326066216,moderate,silty,38.86152668733377,19.26876434655617,poor,wheat,10.871397842847198,seedling,15.74
+38.15485171079455,31.74785352587409,2.81190046849308,1.3831370902291538,high,peaty,15.182770896346945,40.4598095723283,good,rice,4.522381020978024,seedling,4.41
+20.71691949009022,64.08250821441257,10.50144229417736,2.2310132954058512,moderate,sandy,35.268845611451496,47.33978476119927,good,rice,3.535859850110177,flowering,4.67
+30.859092221792174,31.572392160558145,9.110959342000134,5.372200585908602,high,silty,17.282380269510433,39.51552767366468,poor,wheat,10.295106934033264,seedling,13.18
+20.55189676733301,68.89714649590641,11.35449303732114,2.870459238638078,moderate,peaty,33.33865098370735,31.10468086911419,good,maize,4.803857261323438,vegetative,6.17
+23.041749741488715,94.66069340646833,2.683703964700095,8.23293086500017,low,clay,37.40951645710418,48.02730949349316,moderate,soybean,4.385596834620608,seedling,10.87
+36.2010522400371,35.65588314424317,14.15327738513692,6.158954058124284,low,clay,26.81168795912301,43.142693574914205,good,cotton,9.908698318558624,flowering,17.03
+33.221536056748675,81.16509744456816,9.5040132026238,6.513689870103685,moderate,loamy,30.49921806990806,36.23349283501847,poor,wheat,2.5572513489675046,fruiting,8.29
+17.384981932830264,21.880193825465923,12.782531496521484,5.1654299324429065,low,silty,38.5523894357377,11.516187888654116,poor,wheat,2.76165375237201,fruiting,7.92
+25.71755052466084,50.03977930572968,4.075798073363416,3.30456497883684,moderate,sandy,18.130476195483904,21.50934032487388,poor,rice,10.12990368817643,vegetative,12.26
+15.729244091131612,28.859880626440724,11.221486896270443,6.304632518822919,high,loamy,22.905430395623185,22.32840365460036,poor,cotton,6.18873308835039,vegetative,10.91
+27.022253665075223,48.19803532765596,11.824945212841826,7.452730415446586,moderate,silty,36.44021722678149,23.889810511828884,poor,soybean,10.463729964402502,fruiting,17.39
+31.560850292526705,33.88295357111068,6.262811449612597,4.338532698671502,moderate,clay,28.548556395318016,25.575426284088813,poor,soybean,9.893457818934978,vegetative,13.4
+17.96256558995379,49.86439920983099,6.06732506680962,5.544492675560518,moderate,sandy,35.57568866461658,47.57477088458491,good,wheat,7.576056029645584,seedling,10.98
+22.22212347272914,53.40182448860243,10.038045842873364,8.5571557342483,low,clay,26.638907707527704,39.67489632397444,moderate,maize,9.495530191048172,fruiting,18.59
+24.945915637553924,44.04728982247347,1.8544113855231317,2.3381358564021424,moderate,silty,30.890622877752268,37.67739948228655,poor,maize,3.4319848700365045,fruiting,4.41
+37.98827561640124,72.52975595785033,11.16655017815388,5.907019773466903,moderate,sandy,5.4571851586450135,27.0605983524694,poor,wheat,3.9038486674916144,vegetative,8.42
+39.831375385574106,93.50816410071278,1.1218580176714583,4.135713956463054,moderate,sandy,16.888559543429174,23.501984332057887,poor,maize,10.426295703491451,flowering,14.15
+16.122782474890396,52.04762992842178,3.2635593662519766,7.325152823955074,moderate,loamy,31.964725795990617,14.783127631011611,poor,cotton,5.412731566695999,vegetative,12.18
+34.0251980873848,35.38745251800172,10.130084479999825,1.169292188461552,high,sandy,19.14027826288073,28.13981894383663,poor,maize,2.0495409956099317,flowering,1.54
+24.293101660058586,41.65782065567867,1.9256931728334756,7.0342596982286985,moderate,silty,17.69963542945844,18.21369501902688,poor,cotton,11.533501121693234,fruiting,18.15
+24.811454655737,88.32006587970952,14.591710326413455,1.9260796061456864,low,peaty,38.30432825241552,25.640416149720377,poor,maize,9.118231117484749,flowering,11.29
+33.85662433367557,65.73117786161183,13.09174503719756,1.582909776942922,high,peaty,24.339197215140352,16.25565042111014,poor,soybean,10.453825870742328,fruiting,10.17
+37.96066080363522,56.40088258455658,9.58138381989768,7.521609708627516,high,sandy,11.737222976273529,23.75983640854053,poor,wheat,11.127466152871651,seedling,15.92
+38.773214862563705,31.970937720714137,12.376333107205571,6.763079376136662,moderate,peaty,21.527934110469968,11.719174796957986,good,cotton,8.31233586147134,vegetative,13.91
+29.42806465095802,55.97818466590255,13.369910704548731,9.05442337803393,moderate,silty,23.15349469692231,10.240928038219684,good,soybean,7.030839770872385,flowering,16.85
+23.92802898251257,42.279360268590935,4.262396918791367,5.676894602205806,high,loamy,39.605607192017125,44.79636891525584,moderate,wheat,3.5082192802866534,fruiting,7.64
+34.68872714646948,95.45305022826794,12.816468025265133,5.770219829744504,high,clay,30.137683864412427,35.65056427567029,poor,soybean,3.885182758920104,vegetative,8.11
+21.275034581557502,90.7256087532585,3.3245098627452263,7.363160520188955,moderate,clay,23.17907457021701,33.506666165315266,good,cotton,6.5061848730610485,fruiting,13.43
+29.101850720837945,26.71220334625584,6.493462830157823,3.9105781871792606,moderate,silty,20.119676635252524,30.55176065311871,moderate,maize,2.6669437870417685,flowering,5.79
+23.96446153812183,61.33227914089943,8.59476465310469,1.332212098797393,moderate,loamy,37.04232343892805,39.06916709185465,moderate,wheat,9.867454588310846,fruiting,10.72
+31.415776842696904,38.00466764117377,10.85141896457347,3.070412431471521,low,silty,27.6079376696904,39.44662420113277,poor,soybean,7.58429256506611,seedling,9.73
+21.009972822337676,52.86216716194325,0.9370491069766566,3.142120707067299,moderate,sandy,17.463037598966118,47.41005471772494,poor,maize,11.2603837495958,vegetative,13.86
+19.78982364337065,90.14783986011652,4.71238648528374,4.020929652503745,moderate,loamy,21.26206266342494,19.7764200000341,good,rice,8.247250716893534,fruiting,12.03
+37.95597716688593,62.20116159108358,9.32352692405066,9.491164597364168,moderate,peaty,14.734367417638742,41.40795239473332,good,cotton,11.721891342858434,vegetative,19.73
+17.545092073738424,46.73722346966079,5.681845847662221,8.243585187968332,low,sandy,38.61500385119809,49.64630960903215,poor,cotton,4.787489661356791,fruiting,13.55
+27.64894769337329,36.63106832839976,11.737863306627654,9.423606206846728,high,peaty,29.56807797565477,11.160874381201513,poor,maize,5.499132737023207,flowering,14.94
+20.52131957407522,84.02598875251914,9.948956336685384,9.987486311017005,moderate,sandy,18.730439179098216,24.95941702923936,good,maize,6.233224187384787,flowering,16.96
+15.973249083141686,69.96144122914777,3.898821078994169,4.9040110367834,moderate,sandy,11.412462086301993,27.44143470439756,good,wheat,4.953377192591774,fruiting,9.5
+15.90047045728566,57.445236834098495,2.6159702040888297,3.043659850122741,moderate,sandy,11.195667971438665,42.873293266728325,poor,soybean,9.956548729759009,seedling,11.91
+19.38054430264568,37.39874830903824,9.62118140701223,6.040037451297242,moderate,sandy,21.720977665750134,10.549736614594211,good,rice,7.33526169825552,seedling,11.35
+36.66925886265001,46.739709932570506,7.031776251718987,8.930209725533068,moderate,loamy,21.364846749193404,33.944781285402755,good,wheat,6.551162988912942,fruiting,15.68
+22.06196859942567,96.78747413908148,2.94987709596912,5.191586749131204,moderate,loamy,19.62260235686068,45.70315240061169,poor,wheat,6.5636040932726765,fruiting,11.33
+38.7614792643824,61.607195008466746,5.232425977116471,5.548593723150281,moderate,sandy,34.81321100295273,15.905082338100872,good,rice,10.144365004785833,seedling,13.4
+29.54055732472984,52.05594249946024,4.8941778506195055,2.2099519533504406,moderate,silty,39.27140909081321,14.62294467451919,good,cotton,4.410252008819302,vegetative,5.37
+25.91535474421915,61.71376338786591,2.067913598920939,4.78409943310985,moderate,sandy,17.41881105405964,49.99145754826678,poor,wheat,5.209233580937946,flowering,9.15
+29.50222086673637,82.31908047196869,8.430180779345807,4.482953288277203,moderate,sandy,15.3113721953039,43.03835738795958,poor,cotton,11.295520646005729,flowering,14.96
+27.91745963065669,47.208714920229504,11.572905191732035,4.165196525789046,high,silty,31.953877373565668,37.89674061656416,poor,soybean,5.9725978266707385,vegetative,8.51
+33.96940634393313,34.29648967460871,8.844269888368311,8.9856880293178,low,silty,20.7427530606702,25.95924930381809,poor,maize,11.956514592518474,fruiting,21.4
+22.062401649321306,66.79488946712382,12.48122479159161,1.5337128989109965,high,sandy,12.61490074944332,44.15851896675535,good,soybean,6.373546956285014,fruiting,5.87
+23.82625979000756,73.21632827848538,2.349743934623754,9.749324646076122,moderate,clay,11.33287418359187,46.91092022164043,moderate,maize,6.225679640814301,fruiting,15.9
+37.35235756333127,77.01744023668397,6.816371938422247,1.0742214274582242,moderate,clay,14.81987154369109,39.29634192261596,poor,wheat,7.93435752004734,fruiting,7.54
+38.661412828760135,90.55900726129038,9.336519003042438,9.51034612554828,moderate,silty,5.046327003518072,25.92379118985967,good,maize,10.466796114573764,vegetative,18.62
+37.313955687161865,49.69392965512904,10.302022633657655,5.932427525546892,moderate,sandy,37.95004785035108,33.34148431340854,good,rice,9.19280537164381,flowering,14.95
+25.48619984893284,26.028391698311346,10.588901443139692,7.322007199601042,high,peaty,20.058710679402463,13.940690518923592,poor,rice,9.616492710588236,fruiting,15.48
+34.50913757517204,96.66788669047536,11.069998692919276,2.684195647256109,low,peaty,7.899651020609827,16.32081900430498,poor,soybean,11.768855917492434,flowering,14.47
+26.90839333252747,54.80095419499801,9.945732276842245,6.887903851149464,moderate,sandy,10.77349949204903,41.321493715685634,poor,rice,9.963372017692446,vegetative,16.01
+27.43849630365256,69.8606007738505,1.866307289642581,8.937619016749593,low,sandy,16.316823329290493,11.172618886124482,good,soybean,6.672382686895501,vegetative,15.35
+20.117002726432094,73.30442585026339,10.581932325233298,2.2553212585028644,low,sandy,24.30928800957517,11.967839892095387,good,cotton,8.566819276198764,fruiting,10.65
+29.77825758146291,63.72109669609628,11.00934852322862,2.143734510459609,moderate,peaty,29.630062777426684,30.32093966343811,poor,cotton,10.304778598077451,fruiting,11.09
+19.653397443833697,36.420602378901606,14.905459047837594,3.735801182345255,low,peaty,15.774791610619442,16.8211710503483,good,soybean,3.694735026089576,seedling,6.68
+23.289117476679845,80.41144400929132,10.553755332166329,2.4555330322785838,high,silty,38.51657687769029,21.74816310603188,good,soybean,5.47611123911653,seedling,6.02
+36.375755040498376,84.30015794432653,10.45904073839746,1.995812632840124,moderate,loamy,31.61091659913193,25.95325699148168,good,soybean,8.047773034951218,seedling,8.63
+20.17689523027138,64.23804688139518,7.964792707638594,7.104871323867625,moderate,silty,33.90295694615472,30.890216026089483,poor,maize,5.8005752310557614,seedling,10.78
+16.778957129335822,59.08489284678733,13.084882174484152,2.924439525212417,moderate,silty,16.327599109225574,21.34138885109192,poor,rice,2.540921103929648,vegetative,4.8
+16.72518981532041,29.115054650238825,14.954104048436797,7.003134094617876,low,clay,18.3336422060714,29.341858763699577,good,maize,11.403118201367237,fruiting,18.83
+38.51961301257769,26.716132919982705,11.796150617862764,8.757363044042346,high,silty,23.83216245222389,24.827383166205266,good,maize,7.39853344011769,fruiting,15.0
+27.673010949045867,47.1651876450823,9.381255478938222,6.868223122717005,moderate,silty,20.809393661095267,13.24124438312067,poor,maize,8.34702209183714,seedling,12.7
+25.235301795425457,44.86769244139146,1.6448449905077387,2.0743036292386083,moderate,silty,14.096212684129297,44.68509532141025,good,cotton,9.194426068340157,fruiting,10.74
+35.27196452519796,96.29251607706168,11.0377174100796,6.162198166427006,low,silty,39.904482114574805,21.25463612821004,poor,cotton,2.3637781497680748,fruiting,8.99
+35.895648197762895,82.68981939547439,10.77414274443828,4.542658157903958,moderate,loamy,34.69251524423997,34.374930645892334,good,maize,3.8181420020936754,flowering,8.49
+23.304775827890115,72.7939436207248,11.74573814323676,4.090338430502452,low,clay,13.329557056027207,32.792008610875385,moderate,wheat,11.03496052526592,seedling,14.01
+32.34045143684488,61.41184712140841,2.306053131792595,3.866783217668489,high,peaty,36.23394906395436,17.966671293986536,good,maize,9.872252976391398,flowering,12.63
+34.27807039629717,33.38940245813211,9.97912125182908,9.36489001437681,moderate,sandy,25.54100882194931,11.198326817216028,poor,wheat,2.660759519858869,seedling,9.0
+31.366267171648865,98.27653377474272,4.787996621799283,7.68256711009955,moderate,peaty,5.439671710194238,44.27725659247936,good,wheat,9.876821762138448,fruiting,17.23
+18.789876870002484,50.0032558592168,11.523933029341087,2.204639106222655,high,clay,17.115298333825667,29.90759421909068,good,rice,10.99773715539738,flowering,11.52
+36.89707708792643,28.554048195779583,3.98542233345626,5.284049317592174,low,silty,5.900646579513031,26.57870059010857,moderate,soybean,3.670478282479081,flowering,9.58
+28.477363818400217,59.503911657259685,10.417690813895955,3.864007677285276,moderate,peaty,8.07196859277031,40.51642060125396,poor,maize,2.626411612378347,seedling,4.99
+22.06181065925009,89.91984092904666,4.777397731267706,9.801444812913624,moderate,silty,11.26420572625866,11.326356868691365,poor,maize,10.630297679998822,fruiting,19.85
+25.630704635942347,90.98328014218636,0.6304172458527515,9.802260756578525,low,loamy,21.953952528317124,40.60861134873503,good,maize,8.007862661370137,flowering,19.61
+15.939277259972684,20.87727328451578,9.683689723609884,3.875810268997314,moderate,loamy,18.345104758132827,26.356578534948937,poor,soybean,11.899958646707333,vegetative,15.03
+18.19667003056044,90.90365958011198,2.1424017058043745,4.169018045309093,moderate,clay,10.214866016975302,32.06494821281332,poor,wheat,9.052606908401458,vegetative,12.08
+34.13866876289652,41.71873739998868,10.059726355429104,6.39472786422891,moderate,peaty,18.809439881277505,40.09756962186167,good,maize,7.110900644692132,vegetative,12.77
+15.000290868884154,23.117789117473848,13.921337001175594,5.313763128947501,moderate,loamy,15.651882189750278,31.87242368093416,good,maize,4.45582990950565,fruiting,9.24
+25.414145712057305,87.82322162902994,14.55406604606081,2.9179078494259727,moderate,clay,19.35545786178125,12.47088893846044,moderate,soybean,8.997726411642514,vegetative,10.7
+28.06275452713971,89.10934047905667,3.9208847662503823,6.943709502897502,moderate,clay,11.030881019348431,39.14403564918875,poor,cotton,2.7687883213388345,vegetative,8.98
+16.365860500024308,67.698486387388,12.234171800934496,4.007157794877146,low,clay,26.33988634695349,41.45366535987142,good,soybean,6.156614327429308,flowering,10.71
+39.32695407430832,65.95470058370867,5.626522514650384,6.883448484989509,low,peaty,6.558592898284971,28.475726321542915,moderate,soybean,5.466607111560047,flowering,13.39
+20.6531332812418,85.04962180971356,13.556627554845743,4.453133700950198,moderate,peaty,18.57570241347592,27.562376252686192,good,cotton,8.029278568211268,flowering,12.11
+22.60496799090702,82.90476421682239,11.91859874512592,7.301889044706445,low,clay,36.32099857541205,20.077022385421515,good,rice,4.219532284793679,seedling,9.78
+22.59856280637568,91.20843787541632,1.5718648913635729,7.010195238006855,high,sandy,19.68845964959696,35.76651029724544,poor,soybean,3.6293019464692513,fruiting,9.38
+20.760416552933748,64.21979580773628,6.403486411220521,5.579314803289007,high,peaty,20.437797780720857,45.27954055956518,good,soybean,3.4955749405290373,vegetative,7.41
+15.036845552157786,97.41176741862468,5.391108477140274,7.342659916397477,moderate,peaty,7.38030290382333,36.238749634599365,good,maize,5.105305880024307,flowering,13.08
+33.23361985219991,99.69174647466708,11.885124800487516,5.148691086088137,high,sandy,26.18775032113529,40.85299556037886,good,wheat,10.634683452676754,fruiting,14.47
+39.17113749498213,29.32356879989061,6.449142804470808,2.045244696851106,moderate,peaty,37.77409798500089,43.498225786853176,good,wheat,5.9722343460559735,seedling,6.76
+20.60733708212613,87.96350076432977,10.426531765969717,2.638956280036192,low,peaty,15.20636387903452,19.045767730559437,moderate,soybean,10.91276206730403,seedling,12.77
+31.57617979508556,59.98578061988712,9.235311206061386,3.213938207490516,moderate,loamy,18.76380770095564,26.08417336468358,good,wheat,9.473750497093748,fruiting,11.66
+33.54740817396788,51.00530706398657,14.64676142691569,1.5690603540312693,moderate,sandy,25.585533570955064,27.43838460774752,good,maize,9.154089275049635,fruiting,9.39
+36.21063447726311,69.0457847906172,14.097881873623416,7.402430985676031,low,loamy,8.262390605745678,32.35601459524318,poor,soybean,9.679772171209056,vegetative,16.91
+25.56572992534023,24.47724458096056,6.701642963711421,4.306512041484565,moderate,sandy,38.25992071326518,11.967284853437237,good,soybean,7.038097429309052,flowering,11.45
+22.57327264101073,60.51688950136639,10.991884068796663,1.841709666942976,low,sandy,21.36588358183861,33.53628684090611,good,soybean,4.690668716356699,vegetative,6.52
+23.132378350575777,89.67124560213334,12.527171362727715,8.379623086530223,moderate,sandy,9.028370653513942,13.540859335337316,poor,maize,3.786405265293556,seedling,9.98
+32.815533327462816,37.0769212911175,13.533843431001106,7.152888560172174,moderate,peaty,16.73295400712126,42.26279565122367,poor,wheat,6.969182717402319,seedling,12.15
+35.4194866626409,54.11119158155401,1.4879468247590135,5.070018134149308,moderate,clay,18.08408213777094,48.5208795091242,poor,soybean,5.755624231816842,fruiting,9.95
+19.540349193915063,95.15847101719004,4.880142589465703,3.226828015834608,low,silty,17.088213640120482,21.59036023583177,poor,cotton,8.578325668945183,flowering,11.97
+24.27352520394413,54.28510702445578,5.143335594043566,2.365713044135621,low,clay,29.262827737275607,30.264604992437665,poor,soybean,5.4910771960805445,seedling,7.34
+37.54850491872875,48.669410586591866,6.79946629268824,5.125367725795558,moderate,peaty,17.09322552608376,42.92750180027073,poor,wheat,2.5714735930122727,flowering,7.96
+35.16733799236848,55.24293184987026,2.954338885373576,8.967211687095062,high,peaty,16.334888829159816,22.58616024189212,good,rice,5.7922165594432125,flowering,14.57
+39.6214600690619,61.55622132140451,7.694985259275117,2.695557909447729,moderate,silty,16.27309832599046,16.311107733952547,poor,rice,10.844673433883864,vegetative,12.74
+33.85620649205202,70.55930753051751,10.116607745827611,6.117933060923392,moderate,peaty,32.22469805619757,39.56250094807497,poor,rice,9.06324090751958,flowering,15.41
+24.829880025698056,84.05542407333849,7.711776843142407,9.655173957000304,moderate,sandy,15.793353259115252,37.93446484623151,poor,cotton,5.859773512195,seedling,12.83
+29.765945849865943,56.16817646114514,10.15399988036543,6.734049172881516,high,loamy,5.489933249533992,32.79781842688685,poor,rice,4.104885841805625,vegetative,9.34
+31.525356356183007,85.39847480721123,1.4634036613595545,4.959682571402816,moderate,loamy,17.793729801442623,47.77747181735578,poor,maize,7.661998953380992,seedling,10.86
+16.961395407928098,62.69765290816645,13.201816309757447,7.447356756450176,low,sandy,14.738301289221363,48.20489213865207,poor,maize,11.35249984923326,fruiting,19.34
+28.612423977596627,47.078440829438215,14.116503285465493,8.421201271168357,low,clay,36.81560376503839,44.461977215241504,good,rice,7.801494539240585,vegetative,15.81
+32.73302071181524,72.63606624955314,9.459657649720404,6.314646680981579,low,loamy,21.72671615032665,21.72080341674374,good,rice,10.893846862023535,flowering,18.02
+19.183032600026507,77.41778037947931,13.280169480235006,8.846491230936934,moderate,sandy,13.210136694699951,19.01463723009303,poor,wheat,9.056339729705352,fruiting,17.67
+34.51579293563893,64.643918050359,2.40596724139908,5.631325834381639,low,clay,39.35541706087409,43.42962777175293,good,maize,3.2018860813589347,seedling,7.66
+29.594319512852792,24.529197850777877,12.063009341106495,8.47026101985631,moderate,loamy,13.636048064195592,36.05443565394583,good,wheat,9.02908162873595,flowering,18.51
+38.80554464243987,33.590630012865994,2.2276488053526124,9.568173163651256,moderate,sandy,31.70584507777186,25.84504121550758,moderate,wheat,8.062111761555062,seedling,14.75
+16.060557455172294,42.82381767121826,6.416148356714282,5.511191203211654,moderate,loamy,27.734271676562155,26.390259062690085,poor,rice,5.604848078832983,vegetative,10.41
+21.633153438886676,42.610048476119445,5.195368751094988,6.445015440267927,moderate,loamy,21.17798324710593,44.13328731554055,poor,wheat,11.535468851279168,fruiting,17.07
+30.038846982495603,73.87366401974964,8.991081465696587,6.4852078865485145,moderate,loamy,19.20422858804765,16.529890528957583,good,rice,5.297562983481869,fruiting,11.57
+22.413997805148263,21.467892933890607,4.871960760973236,8.032913772384616,high,silty,35.53338677575164,47.75893639184978,moderate,rice,2.84212937349766,seedling,7.7
+32.86060410178106,80.45454216396159,9.741047630173425,8.406692561596806,high,clay,21.62788360131717,35.32861174046546,moderate,soybean,4.476417865864972,seedling,9.66
+33.97513206304828,41.227397984554656,5.827115692703389,1.2450638458545464,high,loamy,18.137499873047403,41.65430933497697,poor,maize,6.36340015731189,seedling,6.08
+17.562899101661863,44.80174769728819,12.981460524941737,7.60023607681349,high,sandy,17.398757171307185,24.834662176854412,poor,cotton,10.898315629593975,vegetative,16.59
+27.846361605169196,62.23278623551394,9.691315683184367,8.054337201672139,low,silty,14.655380168089849,33.475854410348944,poor,maize,2.2871394613227265,vegetative,9.93
+27.7222638897764,37.2740480751166,3.621825311160969,7.303864955124132,high,peaty,19.313808306158805,39.99961975845547,good,cotton,9.973844749103248,vegetative,15.78
+24.23201925538853,90.7577050860422,5.373876619407263,7.423260933907865,moderate,peaty,9.19712956991472,27.40519888831362,moderate,soybean,4.767335069136021,vegetative,11.55
+38.3231215642418,26.829502346125224,12.78760287058651,1.372625732658425,moderate,clay,7.279306145851715,29.51745366424964,poor,soybean,8.024601941782391,flowering,7.93
+35.68765799683053,55.55058898408519,6.103956374818148,4.978347957540155,moderate,sandy,23.95136354972603,33.283193154565225,moderate,maize,5.785228273601593,vegetative,10.02
+32.43023454774092,87.95378155639119,8.269086450701856,8.363616847495665,moderate,silty,20.899153508346423,12.53627963726016,poor,soybean,4.638202989167673,vegetative,12.42
+32.85816589337494,69.26751155369885,9.909658071308824,9.406064271655932,high,sandy,11.068729796741492,44.52746085431939,poor,soybean,7.074208208609533,flowering,16.06
+26.542903595327974,43.38636126741068,5.543239918995793,3.065211285147413,low,silty,8.737972322596905,44.66711743010158,moderate,rice,5.744753202852,fruiting,8.65
+38.0248630274144,53.660816622116855,4.76269014599199,6.212754463175156,high,silty,10.01435322738936,21.25670691227937,good,soybean,5.9324870007036985,vegetative,10.63
+32.36488568133213,76.53555042740118,7.3911960878164145,8.238972155955253,moderate,peaty,16.03355747791049,45.192901470888,good,wheat,3.6104002458643594,flowering,11.88
+33.224526541395406,97.86085946911194,3.615774095345442,7.771668785732672,moderate,clay,20.8019633625265,39.80779230635003,good,soybean,3.4217220833681266,fruiting,11.3
+36.54227259468363,91.45109747035468,4.621053510326419,6.570011052820712,moderate,clay,11.767253825724412,29.32765631414943,poor,cotton,4.6119879807364486,seedling,9.13
+21.85178973355477,47.39462467059014,1.4001380184645231,1.168220694358002,low,sandy,31.44687444410795,23.910560989123507,good,maize,7.884278757701498,fruiting,8.85
+35.176772596667575,99.8558303430286,4.907569001579579,7.514972561004093,high,silty,11.766353268544531,25.975156810136983,moderate,cotton,4.330112239995103,seedling,8.87
+19.8810150739123,20.28037308248466,5.150209353771755,7.959182529509334,high,silty,9.344425748392968,31.37675661725076,poor,rice,9.733382226741472,flowering,16.96
+23.6335488061222,22.210380464673207,14.446580911224135,7.505645559630715,moderate,loamy,39.80942042307338,26.50082807566365,good,soybean,10.146173722361604,flowering,17.4
+23.390261356746063,85.9072412136955,9.051067969255262,7.89228245340961,high,clay,20.66990471295862,26.80953296436609,good,wheat,3.615122956171296,flowering,11.05
+39.46313670972852,35.957014946644165,11.917045168529182,4.878234034109743,low,silty,10.950245600613355,18.12493494494187,poor,rice,11.760847524246458,flowering,17.42
+36.413430593698166,24.86154147169927,1.1579701653146754,9.943769313328518,moderate,sandy,36.3094931808281,38.31248020624763,poor,maize,4.664167544131631,fruiting,14.76
+32.52924653975649,38.971845858920176,2.0447820573213926,7.93708224285393,moderate,peaty,13.088206860690816,34.38366291802283,good,soybean,2.727645555307755,flowering,11.46
+33.17641904038476,54.08801231846881,12.310785932507589,6.20812004751987,moderate,peaty,37.39529843756642,49.67605948086491,poor,maize,6.38386906434321,vegetative,11.46
+29.05181986006428,78.44530163467239,9.54146846655572,9.407721427719617,low,clay,9.163629877613138,15.649768168098808,moderate,rice,3.8157652418296655,flowering,14.66
+38.67726667771298,69.94684212409643,3.269239442832942,9.173785055122163,moderate,clay,34.46351435784514,14.549533949400836,good,wheat,9.844065128622882,flowering,19.5
+27.40646882205904,39.00969740483363,6.369533384995204,8.331103588008384,moderate,loamy,11.449348801790952,30.637291965432016,moderate,maize,3.149811546834574,seedling,8.77
+24.512942746747363,60.26163584804675,8.310751249733531,6.073254270853897,low,clay,37.84181770013389,16.079630540402967,poor,soybean,6.83609770638473,vegetative,12.64
+19.07588342328977,94.0971284318855,12.732342522492903,5.743909172320421,low,silty,25.098527495016896,34.42484604266728,good,cotton,2.836752779002841,seedling,7.22
+34.655141306526446,85.20062215870061,1.3759738795701657,3.958371387770687,low,silty,11.646979351168058,17.84460434676032,poor,cotton,10.98712267177834,vegetative,14.87
+33.36109830188978,45.85518278654347,9.152473195826754,3.257901811935535,high,silty,34.568701900105346,29.319939914841555,good,maize,5.086016213836631,fruiting,7.0
+24.60887596310337,98.5811649084557,10.897020863006915,5.611235652775779,moderate,silty,18.67015972598036,34.45245799369682,poor,wheat,8.167901216706325,fruiting,13.61
+15.629835348980734,76.68963203481047,14.67943193970166,6.200035855407764,low,loamy,30.648469744175536,28.32163156139694,moderate,rice,9.294351366772062,fruiting,15.62
+35.97493319295027,24.995948453342542,12.203821135236671,3.20073788312961,high,clay,27.520425254470613,22.7994121838874,poor,soybean,2.320901644158069,flowering,4.29
+15.285449586351842,22.81285706309109,4.505296046696465,9.303411192881308,low,clay,30.00030828528996,41.292643304511735,moderate,maize,5.815136252117394,vegetative,14.83
+32.592494490726274,33.4726359208024,10.788898311234844,6.015465970608867,moderate,clay,17.030021306645242,44.186320973033645,poor,soybean,4.832651005331359,fruiting,10.51
+39.25642774315143,78.22846944401175,11.567529331441168,5.738547928439319,moderate,loamy,37.85889205240137,21.12199336986292,good,wheat,7.461034227493706,vegetative,11.71
+25.941533203705085,34.699114067394234,11.081164748816729,4.920745495295262,moderate,loamy,24.593460121400938,42.53574938681909,good,cotton,9.709711928402934,fruiting,13.86
+20.87433512489882,60.91894153670668,12.392088985302117,1.5226416614517448,moderate,silty,7.714621349761399,25.665360793532635,good,rice,3.3058823319010084,seedling,3.64
+32.62177525108454,27.46080961446654,13.604084655097743,8.941612010138643,low,loamy,7.335690257603478,29.504945539700987,good,cotton,6.75166999867162,fruiting,16.24
+35.428203550389625,93.6708926264156,1.9272331003454335,3.852948037987268,low,loamy,30.83803697476868,19.269987513373287,moderate,rice,3.303272318026767,seedling,6.1
+28.660757901946184,47.51684908668541,2.019075936376223,6.78214301021465,moderate,sandy,34.74910526524993,35.02895103046491,good,cotton,9.899729402770348,flowering,16.64
+39.17588188140365,92.65056452485048,12.047799837174368,6.466902030730318,low,silty,29.33478722819105,14.037068671078154,poor,maize,9.850155649516752,seedling,14.99
+16.291718041449027,95.59005135284356,4.159400909561327,6.260381428460741,high,silty,14.71240590165151,33.66550103882958,good,wheat,5.307150502077361,vegetative,9.83
+27.619889957613204,20.490291785094463,1.3488506182761302,5.7314098181042565,moderate,sandy,12.90663865235132,49.58872327335016,poor,cotton,5.280502250754581,seedling,9.3
+32.96134868306375,57.13081497589856,6.317823124218784,2.6329585008819527,moderate,clay,24.790280632813637,40.138652288904886,good,wheat,7.992386773502466,fruiting,9.97
+36.56601177872948,21.97248445655143,12.388215221478132,3.52545166943169,moderate,sandy,11.887282431244667,45.80157234537701,good,cotton,11.972802619228348,vegetative,14.98
+19.48139029769475,92.69542130423248,2.3351928453027155,5.717692641432701,high,sandy,18.268491476460436,28.567821607783955,poor,soybean,11.805199190033248,fruiting,16.17
+35.000087044092034,61.47260357876607,10.241708591164778,8.104082064372333,moderate,sandy,27.00419309007858,15.684213612093254,poor,cotton,5.156719680036351,seedling,10.61
+28.817676892963632,25.995521015879746,0.5524299956877317,4.887900735853767,moderate,loamy,14.971896780129484,21.53847575298765,poor,rice,10.295843391034657,flowering,15.08
+24.91384204974908,28.82213826212535,2.091192984580524,2.8353029774151777,moderate,sandy,18.140362259788105,11.9611869687252,poor,soybean,5.154815372501092,fruiting,6.99
+18.29287571447734,50.68072195941912,5.587330013643059,1.7914998232488335,moderate,peaty,17.618126320743453,30.072438897077944,poor,maize,7.114544338549461,flowering,8.35
+36.63239397272281,95.21873542983116,1.7122330748540031,6.967099031446217,moderate,sandy,21.118323020096906,35.98667487573415,good,maize,2.3171424517333987,vegetative,8.35
+18.931830204492883,75.43273212544648,12.765574177838138,4.810059735590482,moderate,clay,28.602593838966506,26.97933223915569,good,maize,11.404185450538773,seedling,14.68
+22.74469648022748,89.40950929513059,13.029022295609298,2.128338033603777,moderate,clay,32.382220912447906,32.52819595934394,poor,wheat,9.347449955744011,seedling,10.39
+22.251138299060923,49.31653170719837,11.4557751949431,7.070201919882853,moderate,clay,28.27788678181771,22.828089932885625,poor,maize,10.65364631823345,seedling,15.81
+36.78535085477136,23.457095963999866,4.015954655236453,2.8682085776893587,low,sandy,5.915874067411861,13.434323758620556,poor,cotton,7.579281073345176,fruiting,10.56
+31.81757485522245,97.94541097635312,8.087082590979708,5.581144434733094,low,silty,36.389389330181366,27.279959697687534,good,soybean,2.6545720151491743,fruiting,8.71
+34.91703492978431,21.37383925298956,3.1707336200888854,3.755691775691744,low,clay,25.341607494337868,31.91191181444172,good,rice,6.391619085023624,fruiting,10.14
+21.261697469812475,95.81213224648712,4.578537526060106,9.385210579906005,moderate,sandy,37.20862728497879,49.30539172354492,moderate,maize,5.673539923566061,vegetative,14.56
+30.621852490174973,49.49419390793157,7.98207673651997,3.0545925964404903,high,clay,38.73553019973127,23.89093618369585,good,rice,7.153163615915761,flowering,8.68
+29.293649578593715,20.80723240175052,11.157700222681568,4.779266693878256,moderate,loamy,21.37463739051429,37.11078629907988,poor,wheat,4.10225391174689,flowering,8.37
+35.820759419706775,75.13257853796065,1.872488515707768,9.635442371452053,high,loamy,37.07279608526901,42.90497764648988,poor,wheat,6.516487942956208,seedling,12.69
+37.65217651203152,98.44322432250831,4.802102115607249,3.868526619444839,moderate,sandy,17.788497369584228,23.415629108361998,good,rice,2.294180636617459,fruiting,5.8
+15.30391928693467,97.2500578270074,13.936009554292871,6.801338467099001,moderate,clay,14.11323891737512,47.1972495654863,good,cotton,3.4910398092248,vegetative,9.49
+31.850497976469818,32.87496089619347,6.722288107837379,3.850543393356927,moderate,clay,7.577059542879862,23.55325148679799,good,rice,10.71452943243282,seedling,12.64
+16.295894977993225,34.4998244852924,14.11361027168506,1.996074812055241,moderate,peaty,20.81406589927926,48.79217238991279,moderate,soybean,5.779371963805206,vegetative,6.62
+28.721466626933896,65.24311316957281,14.875307852505967,6.647925094158635,moderate,clay,29.104054860796623,10.086276714905903,poor,maize,6.290353270074323,vegetative,11.88
+22.19081822609196,70.98438611426596,8.13656747861553,9.244283817568064,moderate,silty,39.18924838966588,35.36693293554715,poor,cotton,5.572398507488545,seedling,12.05
+22.66941498805353,79.15343309326926,4.676638141880333,5.073082005106826,moderate,loamy,23.245824725505084,41.597049910006106,moderate,rice,8.206735462240099,fruiting,12.5
+23.82396258630892,34.4840288377718,11.966263724302395,6.635588884232204,high,clay,30.706619113353444,21.202416758332493,good,soybean,2.0493279286017745,vegetative,7.15
+30.532311226240253,96.72056694115476,2.8100056651127168,6.480085719309608,moderate,silty,36.36515033971087,14.682010948143803,good,rice,11.483939522925384,seedling,15.6
+23.35124914171923,71.09914050313904,4.154679465245023,4.735807323650883,high,sandy,24.01148554806169,10.97473763536894,poor,maize,7.542103346058495,vegetative,10.36
+33.317476264757005,87.76375350964439,11.880758687739592,6.534069748882575,high,loamy,10.836784906263976,12.976277454497636,moderate,wheat,5.809670706486714,flowering,11.38
+25.11318463934674,63.20525722273374,6.7878659086144335,3.3338627597707498,moderate,sandy,34.68729453200004,31.72136171052138,good,rice,10.6332035572148,vegetative,13.12
+16.708830007748965,53.14214780719061,3.422300086321168,4.402341141427469,low,clay,25.09607971852043,43.5666961418246,moderate,soybean,6.9661331840901255,seedling,10.43
+34.59399606210268,98.17463252759968,9.941323301808705,4.980869707261376,low,sandy,31.547893732459716,12.525234610619544,poor,rice,2.9291600900995,seedling,6.9
+22.14395811481765,66.56970966558688,11.125046990034402,8.776078152062325,low,loamy,28.04672746878722,14.52721511727075,poor,maize,11.128426329143451,seedling,17.95
+25.81917198998157,89.34988662393431,2.313532972033252,4.134996053499294,low,sandy,7.136312716551645,10.204120084563725,good,soybean,5.865904190468656,fruiting,10.25
+32.13609708054754,96.2633917093032,4.516213769636545,6.716233433042437,moderate,sandy,10.919023727045364,21.29109595054313,good,wheat,7.719313117478686,fruiting,14.29
+23.3114039287178,74.02837016069273,3.708512952897382,2.920634536770088,low,sandy,15.018741335777175,46.849855444442056,poor,maize,11.443957285134854,vegetative,14.26
+16.41464140366789,63.91509428149399,6.007892117055556,3.273127561485341,moderate,silty,14.9647736991807,21.05151991453194,poor,rice,4.95114357200946,flowering,7.38
+24.348026175320346,20.28086807285205,11.569950985852934,6.835859879139798,low,silty,34.37191967895662,27.632577880406192,moderate,cotton,3.779981799274389,vegetative,10.24
+38.61121456735759,23.20157125912048,10.8487674829777,7.860789346299432,moderate,clay,25.93837764112636,17.158295830066066,good,rice,10.65373563982298,vegetative,17.49
+31.043359932463957,36.068097284089305,10.106596700563708,5.1590545887365336,low,sandy,7.918136759211118,14.651381457070752,good,wheat,7.22025031939635,vegetative,12.17
+31.78697871668017,34.88067454847962,0.5911404150945725,4.015897270999899,high,silty,18.551950079442285,17.29577786431954,poor,rice,8.951517895891454,flowering,11.78
+30.807053840940995,40.38070361598763,2.561078044015647,9.192444003390452,high,loamy,24.47157399022461,18.417313363243014,poor,cotton,3.1064340160397834,fruiting,11.5
+19.97480347398592,44.394771015812864,3.737814461979968,2.2222703354413844,moderate,loamy,13.802599048854455,15.21155303121063,poor,wheat,8.962362643746847,vegetative,10.41
+25.458346602557004,48.80523948405826,4.443359767563319,7.486428138844124,high,sandy,6.394186364362278,41.66212046013091,poor,wheat,7.740797034090459,vegetative,13.41
+33.77349495908295,53.643015205510125,2.6231848539090503,7.211536747723926,low,clay,18.309230874701385,29.08982553561584,good,rice,5.277919385251662,flowering,13.49
+17.53432243882898,27.909307076481173,6.4495754963714,7.212206464550147,high,silty,21.14161152019384,31.59077710245957,good,maize,10.496151398633272,vegetative,16.08
+21.946319402242807,23.388954556222565,1.590118482703376,9.41878399981172,moderate,silty,36.66677296703668,24.986023011702297,poor,wheat,6.605567267738642,vegetative,14.93
+21.90797771164634,73.91555592584187,11.37532176062282,7.553712708827129,moderate,silty,36.79281580067502,18.429713634121985,poor,soybean,6.08768931977823,fruiting,13.67
+25.80047318986265,62.98678598744622,11.921951415793522,3.714086704686257,low,clay,22.514086533626035,13.756066581692773,good,wheat,3.834015505916925,vegetative,7.38
+39.50921852355462,55.53153617760957,8.826866999213022,4.180683018090783,low,peaty,21.50230951303908,13.037028122583546,poor,soybean,4.546399784869722,seedling,7.62
+16.68756366709555,70.75519529346819,1.8007207171085335,4.519998758799049,high,silty,27.417572095831847,17.405681029827633,poor,maize,4.732500432320283,flowering,8.09
+27.967524859514874,86.21435257628323,13.406205958427991,1.2772780668829546,moderate,sandy,14.034342325351982,44.00704773194384,poor,cotton,6.057972448047313,seedling,6.11
+19.48411705030526,54.21543272929637,14.50171951626766,9.221592838674312,low,silty,14.999996259207652,18.661807583136696,poor,soybean,7.008403019198875,flowering,17.51
+39.2669136352436,71.28955720415834,3.434271624665946,1.661973434783235,moderate,silty,5.089524832867935,24.19278366804168,good,soybean,11.902934082396037,vegetative,12.57
+17.832587618186604,96.2857779068127,10.717277381890437,7.2981485388772445,low,peaty,7.737415680404258,32.91006575000657,poor,cotton,7.450084222229967,flowering,15.95
+25.09002505903978,87.16995966892486,12.708110144316043,7.571449043589805,low,sandy,11.247627096429632,30.456524200348483,moderate,wheat,6.671437762638789,vegetative,14.05
+33.447124620865154,54.08006484019276,8.327731076869183,8.593435455674857,high,sandy,27.420045824494483,36.63282518926072,good,soybean,8.397282070615663,fruiting,15.85
+32.61386070068613,71.57734702517944,5.188184943137859,5.980260300359703,moderate,sandy,12.443003985901974,17.772593182042186,moderate,soybean,9.555694627137004,seedling,13.61
+25.56821592234831,34.16567375327518,7.4391013686651135,7.527379814708832,moderate,silty,9.342765167998824,30.96195714823421,poor,cotton,11.793945447867618,vegetative,18.6
+23.663104198817955,64.8417747916072,7.927896886374554,3.72450632019356,high,silty,26.570665331155144,40.709966377611366,good,wheat,11.980954510918004,fruiting,13.99
+24.94030946382176,98.50626329107544,6.309237140726405,7.71025609821511,moderate,loamy,27.811250825495858,25.50027819017455,poor,rice,10.6089344375785,vegetative,17.52
+21.606906578965983,61.465209216201785,13.98271615768874,4.090741635356974,moderate,peaty,7.088559487885975,48.87577593552247,moderate,soybean,2.425427430447841,seedling,5.16
+20.13332346767,94.21106393521178,11.28630510866628,9.125546305840263,moderate,sandy,32.051433065983275,33.11797731570938,good,maize,2.4192601407009,flowering,12.71
+27.07599243897225,52.58679364026086,3.998873812696978,2.470436269897445,moderate,sandy,26.21549743575212,36.99306231274596,poor,cotton,5.231112785057068,seedling,6.3
+21.713343901690184,99.9075861747705,8.990579216138093,3.841815796065582,moderate,loamy,18.89729052464404,28.363509586198173,good,soybean,10.678710699640446,fruiting,13.68
+22.186541622431253,66.33760281820463,10.485992688501929,5.488925063996176,low,silty,39.41138021407127,44.31403375810939,good,wheat,9.613461853139327,flowering,16.16
+31.418901586863928,23.381519538874763,2.532268114680889,7.98265501433288,moderate,loamy,5.35697735042527,28.05947695986751,poor,maize,8.293339065850015,flowering,16.3
+39.21343329249731,66.94038373531104,5.697173264512157,7.739191945927287,high,loamy,24.069810472556306,47.69121254338481,poor,rice,3.927978585160888,vegetative,10.09
+30.090930013984377,41.96581565436773,13.630450083256784,2.8964518689205314,moderate,silty,10.589619305709444,22.29962171954117,poor,maize,11.714673588183878,seedling,13.05
+16.924486676624156,22.59850576287157,8.724009952685423,2.2981212695061672,high,clay,16.52664688829467,44.632776230083536,good,soybean,10.98610008490462,fruiting,11.6
+16.889590346351675,85.66826437557307,3.6464673178745945,3.735726438646884,moderate,peaty,9.66207992294374,35.57412694705512,good,maize,11.133118595391304,flowering,14.95
+38.78558052113915,42.05837095846047,2.280379572727686,5.3537873650831225,low,clay,28.38750790629625,41.96218677622605,poor,rice,7.077471149680891,seedling,11.05
+22.43226975768334,83.72388432371989,8.014289955385728,5.851045403431756,moderate,clay,19.055005769069087,11.50805138371686,good,wheat,5.678811683249127,seedling,9.24
+17.301674652061884,43.05740663646936,8.441442983922588,4.862238318597512,low,peaty,39.52048252357272,21.091186070130096,moderate,rice,8.37134098211837,seedling,11.96
+29.976114678759537,35.54610830990194,5.349009544641879,6.967811049832063,low,clay,27.88464910553245,43.88315415233052,poor,rice,8.562990990778754,seedling,13.99
+30.591219457256653,97.9148459283542,9.641032412077218,4.848030492375139,low,silty,37.10671860237328,22.733347736897947,poor,cotton,11.273584045848995,vegetative,15.93
+31.212620502967205,48.93162622040157,1.4959279501811364,9.516961089449152,high,clay,13.428951574150428,38.5062141344109,good,cotton,7.715073859513317,vegetative,15.7
+21.68505069643853,68.11009691545283,2.604525552359039,3.3487196318338235,low,clay,16.157442210395377,49.68755258325693,poor,rice,10.787714171289077,fruiting,14.41
+15.377767105361876,68.79851942515772,8.420970404663258,6.6463490860308525,moderate,clay,17.693878381459477,17.086749986748117,poor,maize,5.154586220617245,fruiting,11.83
+39.1253842363618,64.83787857388015,1.3963275607445824,6.502401447941186,low,silty,34.348025500419446,26.70183762014966,poor,maize,2.42493670081783,fruiting,9.29
+21.272326142277564,93.17565948169717,13.27317709237096,3.534172496940557,high,loamy,12.408651950102955,16.60506843064593,moderate,rice,6.363612728910025,vegetative,8.39
+31.900657201313688,73.95528570934948,2.561122371619493,4.705188620626245,moderate,sandy,38.13522723185305,16.171458180436396,poor,maize,3.998870260552884,flowering,8.44
+32.66574674696774,52.29864032839441,10.27183817422578,4.2892625749597375,low,peaty,6.525268115394082,35.321713060143665,poor,wheat,9.780494922948694,seedling,12.88
+30.250185426987144,88.99043076194192,6.172449904859166,2.552491540184404,high,peaty,36.14503050300964,17.655041470699153,poor,maize,10.047766064050514,vegetative,11.1
+22.822684855341205,34.48503192927716,6.296922339362602,5.295656913683896,high,silty,20.799485739830317,29.306157957486157,good,maize,9.8304698767013,vegetative,13.63
+21.77740634410164,63.5389406088334,11.590898164861583,4.479960277196573,moderate,sandy,23.406431192958312,49.11765894487877,good,rice,6.628224854071278,vegetative,10.06
+29.941707067567577,96.0440297555005,7.742200945507252,2.6048562406044344,moderate,clay,39.90891048717813,23.32517928155035,good,maize,10.928692209343357,fruiting,13.19
+36.65239084029229,70.03181039043301,11.022004222836062,5.048920408759853,moderate,peaty,35.45167931149487,44.9451938674185,moderate,maize,6.455710218855145,fruiting,10.72
+38.66834322308489,85.3574760379901,7.825272816915154,4.796595714328652,high,clay,36.6407556803318,25.85460245672385,good,cotton,7.99926434233875,fruiting,11.22
+17.64764511009394,72.28485804361543,9.09712745037632,2.1822910989351376,low,silty,25.49372522376381,20.51459642449767,poor,cotton,4.13459998108884,flowering,6.63
+18.870715314942995,87.14966908303123,11.53036210411013,2.180687877262097,moderate,silty,38.47196238924728,23.45006812462972,poor,maize,2.2386785251621584,seedling,3.56
+38.618406469577,95.55903038761949,9.305976772358491,6.827566418611276,moderate,silty,29.07319014229533,15.10745909375164,poor,maize,8.04450520247175,seedling,13.05
+33.413380708369814,41.83373820261895,9.426419086137434,7.359227242453936,moderate,loamy,33.6764461342058,37.15940623815052,good,rice,8.530948429426235,vegetative,14.63
+37.07484562074433,33.57288650053751,11.94368407570012,9.470623779180142,moderate,silty,30.232686767110152,30.36079778744854,good,wheat,11.290450833546398,seedling,17.83
+20.06581585338358,58.7192600266032,14.261758829380913,1.7830422141498985,low,clay,32.332005078796755,34.55321852579506,good,cotton,10.44812068543476,flowering,12.09
+29.68964677773505,76.14899414593727,5.962384232062383,2.060753431404281,low,loamy,27.328983422204843,22.123711109204866,moderate,soybean,9.760312048668483,vegetative,11.39
+32.52848986043684,38.17530025457729,8.868198779776293,1.466363156211199,high,clay,30.42430157449276,36.138598616388094,poor,maize,9.003004138477715,seedling,8.69
+32.00279713617432,20.32811603441337,1.7509607871364112,5.790055876812371,high,silty,20.2578467238608,16.5839555316659,poor,soybean,6.318468211965759,fruiting,11.02
+25.203792271667453,47.434809266936426,5.70265626824857,6.604719528657038,high,loamy,29.740358770352994,36.098908640047945,good,rice,6.887249921727256,flowering,12.57
+15.384872292282711,97.50874683742308,6.474713775396097,4.63171106738942,high,sandy,14.688369335673134,13.245526327370955,poor,soybean,9.793468759207476,fruiting,13.06
+29.573151420106576,75.59739684846774,12.61094109394874,8.181119988650195,moderate,silty,27.222927665393417,26.010926222120418,poor,wheat,3.588217942302225,vegetative,10.97
+21.32753847949022,52.10603551529792,7.944189830822314,7.180294924034201,low,loamy,23.33133513814879,34.390121948285895,good,wheat,9.174779839635052,fruiting,16.8
+26.25635615357226,35.406087787747225,11.10046241282764,9.87256378852174,moderate,loamy,36.44881660166909,44.21270178436841,good,rice,8.24945666174533,fruiting,17.72
+38.93952537709544,48.48717390037976,0.7756073003722348,2.241054849697108,moderate,loamy,28.562799517704907,42.49660104379354,good,cotton,4.243817869247103,seedling,5.47
+24.975882941060867,33.587154664099835,7.235143709610576,1.524840979082512,moderate,peaty,25.88171885189267,31.07800308070352,moderate,maize,6.455007226608377,flowering,7.26
+35.995040166610664,28.50446570503611,13.569106144871972,3.4732333501244903,moderate,loamy,15.95759363020412,45.33482789472573,moderate,soybean,9.822540592622117,seedling,11.92
+19.71351514373128,92.5393898058043,3.752551684933884,1.1714517578515964,high,sandy,35.19813713953542,30.236118610097616,poor,rice,3.15647685253594,flowering,2.31
+31.81151245062572,99.81202707003789,0.9570716869531376,9.393502850798614,low,silty,6.8955191556751725,30.686668624862467,poor,wheat,8.24103095562214,vegetative,17.5
+39.42517386097359,33.12915516766323,6.784426638845408,3.735564928193579,low,silty,36.49128611342007,38.82214586709389,poor,wheat,6.20893446542966,vegetative,9.56
+17.54732752182342,24.361804710262376,10.714261399390132,5.97187150274313,moderate,silty,27.854215441349783,45.111292910845535,good,rice,4.5056116011479865,seedling,8.31
+15.2079985556798,46.37848857169699,7.089720849201308,3.862626695908677,high,loamy,11.632240877854835,34.10865985168342,poor,rice,10.914172256229495,fruiting,13.22
+25.83956981581536,56.93273446091322,7.169685545913355,3.212277597899411,high,silty,36.60484258384175,47.76767023678615,good,rice,6.775383546969146,vegetative,8.15
+17.31563707628418,36.38569976606836,10.212173097955633,2.37128251577392,moderate,sandy,16.42238931854307,19.30344264210455,good,soybean,11.878533563267313,flowering,13.38
+33.70960874190578,44.11399294388468,4.188637720104211,3.88329328296222,low,peaty,10.88954088044975,46.9723771612958,good,wheat,8.351182054108579,flowering,12.93
+37.863716596213976,36.06965885533262,11.402401978808673,6.538770373671771,moderate,sandy,16.170112156174916,18.866118209648768,poor,rice,5.30592854611166,fruiting,11.7
+25.85052431771897,81.9408454745961,2.7201461981331345,9.744590797187753,high,peaty,38.637531492994825,31.05661988579945,moderate,maize,4.993668804550343,vegetative,12.9
+21.467791053886025,77.00623545978087,6.238383776646822,6.022828363304345,moderate,silty,31.346547475735445,41.841271848958655,moderate,rice,8.93725022930952,fruiting,14.46
+25.860082975165245,70.79612126087854,10.012117572828313,5.794381594891046,moderate,clay,37.0877596259922,42.06336669187232,poor,rice,5.484475607930673,vegetative,9.83
+33.086195446250024,50.97742856633638,12.511350604837869,1.3173671629463215,moderate,peaty,15.460521056249588,21.126370486778576,poor,soybean,7.774436226211778,flowering,8.71
+15.226354039509276,92.72327530513888,11.9772005318933,8.560891141009234,low,sandy,7.8853747706370525,49.435808811865655,poor,cotton,7.660990039870266,flowering,17.87
+29.73634973711743,97.5626033228016,10.96444118996162,1.4035723749781592,moderate,sandy,24.69643294289867,13.22413688477939,moderate,wheat,2.1551489297404007,flowering,2.45
+30.33229212218448,33.89114501003296,5.70689756127767,9.156090466931312,high,clay,21.90502706567947,11.391309882622984,good,rice,8.929425828816314,fruiting,17.16
+30.942206172398382,37.84101131295024,2.273412586258996,5.848045528210461,high,peaty,30.22116743383401,43.66117836174935,good,soybean,7.671128193671691,seedling,10.77
+21.05055199952193,62.05048224002957,3.644096156548364,2.516199447106319,high,peaty,23.993631320218736,42.7607564230152,moderate,cotton,10.103270595664426,seedling,10.76
+32.85131808445317,27.300045542579625,13.040090311359032,5.065366528058128,moderate,sandy,18.876337141676487,38.51269785653413,poor,cotton,11.390772149726338,seedling,14.56
+17.28478715829441,54.91587190584902,12.931304866923565,9.954860326148784,moderate,peaty,5.164004892745587,44.030960964597085,poor,cotton,6.884525509359899,flowering,17.37
+19.98175841167002,66.54330118221681,14.29763236181573,3.745745668396837,high,clay,21.37112954420016,15.50237024909415,poor,rice,9.75872896587544,vegetative,11.86
+36.93675116636204,61.76588569098665,1.6018354524853533,3.4251379169372083,low,peaty,9.222498711476518,13.827501797190372,moderate,rice,6.688977758342415,fruiting,10.41
+33.46807876816416,46.47268664624208,8.283731736523112,2.0620530553825533,high,peaty,37.270038608692055,48.77610532443718,poor,soybean,4.923574029362831,flowering,5.11
+15.34363885028363,63.39566448617654,9.905904151111386,6.374281139117549,moderate,clay,37.25972156855832,34.96951971170182,moderate,wheat,11.009024233836168,seedling,15.26
+21.209406509245007,96.70407634070784,10.80453196746942,1.8030429911256665,high,silty,33.12771525821014,46.79386988772529,poor,soybean,8.166703673350419,seedling,8.09
+20.360162074829116,36.48139234331008,9.836016907651238,7.894072574236694,high,peaty,10.525333365186048,46.25772896848925,good,cotton,2.60586371671334,vegetative,8.97
+21.770158200924318,72.38650867152029,11.66516515358309,9.273011628975022,low,sandy,10.160358480809034,36.12559357478,good,maize,11.344694989722417,fruiting,21.21
+21.18899425699716,23.471735532484143,5.712337856195453,9.386840000939497,low,loamy,24.715858181439582,35.13898051718627,good,wheat,6.172214761822675,flowering,17.04
+16.563157393571142,25.313312358514796,3.1017751959644912,1.97124627589694,moderate,sandy,30.461161918448585,24.397832158939156,moderate,soybean,8.68410391102789,seedling,9.7
+26.47351291492051,64.1462579378868,3.4664588961813587,6.024363376176719,moderate,sandy,36.65887443495519,15.964402238079693,good,wheat,11.592638846774936,flowering,18.19
+33.31833686965413,28.39513442623596,0.6736909973173829,1.8739886941194996,moderate,silty,36.2912031414041,37.46419810703502,good,maize,7.340137331297253,fruiting,8.44
+30.16829311793591,21.787743074148587,5.579667145540224,6.148145273358676,moderate,silty,10.436465327186394,42.71442279785586,poor,cotton,7.981130229142746,vegetative,12.92
+31.821791714952,33.72103981184178,1.8302887377596704,8.334825266886229,moderate,sandy,39.84158825266773,31.784950001500142,poor,soybean,3.8854716153649207,vegetative,11.35
+17.02872946340598,65.18793367996595,5.161586045457768,5.840111460729562,low,peaty,10.487911855203068,12.034765604613876,good,wheat,9.78005541405268,vegetative,15.51
+38.78726775441968,76.26727636151459,9.609046118910593,8.848484434960131,high,sandy,34.40413876710814,15.79670822775077,moderate,wheat,7.216348902968832,flowering,15.49
+35.96229584607562,36.1982851313104,13.469931806008889,8.2150691936444,moderate,peaty,25.54309446361904,14.078413536608348,good,rice,6.867795674634408,flowering,15.71
+35.12725796239157,73.46075497665396,12.674279039362489,3.488935149459356,high,clay,28.74002659842505,36.31326594516013,moderate,cotton,3.775587683355271,vegetative,5.56
+35.57459512604419,34.598106487938345,4.163776073384865,6.670920545941975,low,clay,26.139012200338065,32.591563485474715,poor,soybean,6.411368329853344,flowering,14.24
+38.31776270331903,69.07659413050057,2.444205561871681,1.0667091382851828,high,silty,35.43887148402177,28.660011757747228,poor,cotton,11.487704908173102,vegetative,10.93
+28.60634915284244,52.95677439166391,3.299547970052604,4.564377243323779,low,loamy,27.298418883582077,31.73634223603859,poor,rice,5.875717061659887,fruiting,10.52
+20.00705044669065,72.30396074668934,14.5793064526023,3.141641510058657,moderate,loamy,34.703233751824484,21.03819369417032,moderate,maize,4.218201980511106,flowering,6.36
+30.41959019631353,99.6042201983398,8.467379955439617,9.434047113491376,moderate,silty,10.402879255843157,42.18908686086641,poor,cotton,7.985683651287196,flowering,17.72
+33.57203734169848,95.02535721860497,3.146282233508335,4.64850110550844,high,clay,35.33473557611927,23.141810054900223,poor,rice,7.080506672892869,vegetative,9.91
+33.44793483385064,20.34254062688829,12.69081924295882,6.886579855802325,moderate,silty,39.75336621476861,35.772047755449094,poor,maize,6.797304923702947,vegetative,13.04
+28.036225604172003,90.83510114898446,6.230273042532047,7.587834483462465,low,clay,28.15273782481382,25.634969865279096,poor,cotton,3.632583379282162,vegetative,11.0
+16.711467983339453,25.31926361398132,13.538721203633546,7.958912848133568,high,peaty,39.172638650480565,12.886660998919828,good,maize,11.086745858693977,flowering,18.56
+24.2778234607532,96.2437268927876,4.279818339100054,7.62197672815776,moderate,clay,12.695923849693406,20.27805697684784,good,soybean,8.078662239580893,vegetative,15.04
+38.01916521158393,42.54605432797477,6.201715502661425,3.6024855488896126,low,clay,34.02490921212564,48.60393309581874,poor,wheat,8.214174209008744,seedling,10.72
+29.61122274393565,50.56278643290168,7.821742560456227,7.174609270562999,moderate,clay,10.91664441794276,17.621484817659617,moderate,maize,3.1862651604887886,flowering,10.63
+28.458298581392835,27.331056414058228,13.442922344290958,5.94108534036055,low,loamy,23.05799671718868,14.197147742444294,good,wheat,6.556386008765453,flowering,13.33
+21.72133785955484,28.981820666312768,13.09698275827331,6.376353983177669,moderate,clay,28.24122470138258,21.64608768907934,poor,soybean,7.83053970554462,vegetative,13.61
+24.211222997914472,78.13924521834556,8.828148519406229,1.007331555778794,moderate,sandy,28.10917881627421,45.11703631858624,poor,maize,11.235755676533348,flowering,11.52
+37.383652228829234,95.54657885986332,3.7157448918229146,3.324318408575709,moderate,peaty,28.480132964822143,22.24105697305436,poor,wheat,7.803240427864935,flowering,11.13
+31.66157618817089,68.85987959634477,6.348676090199189,9.3761532704409,moderate,loamy,16.23236425585825,26.69520558516853,good,maize,11.585418691120584,flowering,21.76
+34.684675668808325,77.26800124214489,14.646679447799828,3.610684749751532,moderate,sandy,39.08023839528299,22.403076852094703,poor,rice,8.919070125016049,seedling,11.19
+26.358635576691377,80.95757956777229,9.31271174622233,4.942139700246783,high,loamy,5.229354789774554,49.5589425081872,good,maize,3.561631673928713,seedling,6.28
+30.75618048640395,41.02514196423534,11.825917449300851,2.680065839761669,high,loamy,26.73494570480592,49.99500396565174,poor,maize,2.6503179576825167,vegetative,3.49
+21.20959021858019,23.618370473617198,7.023038082740586,2.2474229671332075,low,sandy,35.31384017985147,29.31091013001273,moderate,cotton,7.48363522533351,flowering,9.94
+32.636520757087155,20.149819513533487,8.214105494268694,2.878020717748346,high,silty,36.18896218029883,41.3930283827408,good,cotton,11.443317929017102,seedling,12.43
+25.690033342583437,48.05194263632149,6.719834627371889,5.982825959802756,high,silty,30.20718904902913,18.80239350265574,poor,soybean,5.191096873859244,fruiting,9.72
+26.06363787036864,39.31713825593729,10.692354471898536,9.271257862510971,moderate,clay,25.118427158358205,24.97180586776656,moderate,soybean,10.84185665649231,vegetative,18.74
+31.233058114422043,24.985418003934853,12.846329701359725,3.9357926190657126,high,sandy,21.00672695123108,37.17358685714953,good,soybean,3.460718977179339,vegetative,5.4
+38.407015536723165,34.362263399493344,7.856771376756171,3.9106715698717394,moderate,clay,20.73305982203439,21.4531360226076,poor,wheat,9.4115375804056,fruiting,12.98
+16.600158665215524,29.959911861435824,7.472578150225273,6.077265281981815,high,silty,19.878469600087268,18.98794971412711,moderate,soybean,6.161395550027133,vegetative,10.58
+35.61858093367519,93.19027044938964,5.434153772926756,4.210684459238218,moderate,sandy,29.4962426574064,46.88951527982081,good,soybean,2.1294023688324195,fruiting,5.28
+22.309577760304823,31.221377076733518,3.067902067264215,9.193744431855892,moderate,sandy,30.592295384341156,19.77192303606605,poor,cotton,4.894306861755477,fruiting,14.3
+26.097986362659448,63.011877119014336,14.119091981689078,4.400632383780357,moderate,sandy,23.01668220841674,12.371112757634952,poor,maize,6.007158387650924,flowering,9.6
+15.547833219375224,67.44847640897316,5.083155920852823,5.413980272675204,moderate,clay,30.928411779267638,40.04352055899269,poor,soybean,6.376976941331999,vegetative,10.77
+22.526151945857823,63.4791566166907,12.11002622182714,5.800503555733698,low,loamy,23.495931361299327,19.73073151715205,good,soybean,3.715734045128219,fruiting,9.68
+27.565781065753264,27.92451473727904,10.872531808668375,8.03861015617424,low,loamy,8.407309606405473,28.007365895148165,good,maize,8.165723479007976,flowering,17.39
+16.404401933685975,45.5038689400441,11.968305204032871,6.075153454733953,moderate,loamy,34.80652743108816,14.46228135863672,good,cotton,10.465014096035857,vegetative,15.11
+27.27739323457913,24.10162659705226,14.083137933895484,3.152395901325917,moderate,sandy,35.46681582250568,12.740623136267883,moderate,cotton,8.884774129311799,vegetative,10.61
+38.17776572146069,51.65359312770528,9.53887602320301,2.1158848596373057,moderate,silty,14.326142608810908,28.41782686938013,moderate,maize,9.990646767117909,flowering,11.26
+17.63483045269513,35.08791450172736,13.520279979039646,9.439970920200675,moderate,clay,32.52516951068906,23.48353368815033,good,cotton,5.482079599552261,flowering,15.61
+34.11101820188761,64.93060266275037,2.931611182228258,8.214066951751967,low,clay,22.89098495582417,30.23700907728012,good,cotton,10.442235158227614,seedling,16.73
+25.241776334399816,75.42467150792804,9.58733235137342,1.2066868926002416,moderate,silty,9.340951304325166,48.63133021040807,poor,rice,2.056849235260837,fruiting,2.44
+31.37934286310845,62.56958881637652,11.697996387261885,8.393760858911929,high,loamy,18.92995435078912,26.295531449917757,poor,wheat,10.277944337087831,vegetative,16.93
+21.505914949630736,54.738935728911656,4.438796395790524,6.315380145142918,high,peaty,7.679318539686265,34.106284149714455,poor,maize,2.2760744851391883,flowering,7.8
+18.98730656353396,50.9866736685354,11.240930118733491,5.67004811531449,moderate,silty,32.526344852263584,13.903815292069297,good,wheat,8.460905087153282,vegetative,12.81
+19.01156535678066,87.3353414477603,11.787914022185436,1.1100626112120302,high,loamy,11.868171197069811,45.43670419979372,good,maize,4.060712824427768,fruiting,3.09
+16.762298641078615,37.5494452052216,12.552225362238447,8.027776507459736,high,sandy,10.753716538909158,42.23444413777584,good,rice,6.935398773176459,vegetative,13.18
+19.641167622531075,78.73746716230951,5.036802232641026,2.782585128171251,low,silty,12.298817104151178,30.896280223737534,moderate,maize,6.042284329021999,seedling,8.04
+31.605484624724205,80.59858597920952,10.383295557440483,7.551830918746711,moderate,loamy,12.914585445894003,17.33507497106523,moderate,maize,11.576907350389058,fruiting,19.01
+37.042265296087706,53.53600058165876,4.911672609441551,1.1428142262923555,low,clay,28.588326336279582,27.03799677550783,poor,maize,5.231298105951956,fruiting,6.2
+35.353142139779045,43.784047938051145,11.216085618727602,8.167182846995676,moderate,peaty,27.351034373833183,21.89535983634592,good,rice,8.645324619756222,seedling,14.43
+32.12835774686211,57.64331888367802,7.213118144612828,1.207355215195365,high,peaty,9.52678184390606,49.78067021572729,poor,cotton,7.170792539740221,fruiting,6.79
+17.760796585277568,27.45711407141588,9.16439343064469,3.1230361366526718,low,peaty,30.354671513584,29.63353154133687,poor,soybean,5.789037915314717,vegetative,8.6
+22.229686157398746,23.6744025783272,6.529679730743249,3.414503912614421,high,loamy,17.216998606485713,26.889324199400093,good,wheat,8.51094424552961,flowering,10.5
+22.74517188306172,28.928255956151343,2.8487524404824525,2.417577742962337,moderate,loamy,21.01154557462418,16.762332644398654,moderate,wheat,3.3978234005469616,fruiting,4.81
+21.24892365994053,34.971602516978095,3.0814281792777733,5.329523765758322,moderate,sandy,9.37009859368287,19.564357974781032,good,wheat,9.32727537986629,vegetative,13.16
+27.87514149274308,60.33414562704344,1.6247491553009503,3.55319163655038,low,peaty,29.801911963441743,38.46350856751211,good,soybean,7.863964257241897,vegetative,11.33
+28.388845371991813,87.93093089288976,9.462053855964095,9.93959178154531,low,clay,18.16777515216361,31.396373302988945,good,cotton,9.70315844230413,flowering,21.41
+23.922149379277755,38.85138655997496,12.80525677031936,6.219719140288951,moderate,peaty,27.12453611459692,24.321252508188174,good,rice,9.543371812529712,vegetative,14.52
+23.844728968410895,94.81296085974223,0.8021339808001737,6.098300425488165,high,silty,19.952733063090268,21.88054743509837,good,maize,6.76193460885007,fruiting,11.63
+35.713889947652035,96.39263271480029,1.4604727802811257,2.987826670958097,high,silty,6.710408022916276,18.029609849745647,good,maize,6.182499745117218,fruiting,7.55
+34.73232120799214,96.71236838761642,7.1332713883922,4.678204948434202,moderate,clay,29.622134804968397,11.355915714254468,moderate,cotton,10.557935253576924,fruiting,14.19
+22.69489579201864,87.0050187741059,11.196950674438746,2.11580194924,low,loamy,24.337785608634945,49.0859987442954,moderate,rice,11.121310384626064,flowering,13.18
+37.84471109683148,49.10600326381765,2.786760848323294,7.862763270253477,low,peaty,20.19857226967305,40.12441403642519,good,maize,6.19428844864168,flowering,15.16
+38.82037542506265,25.814712880209846,4.438944133463311,3.980433215381292,high,silty,12.05431967477444,47.114832604559936,poor,rice,11.293454514951833,flowering,13.95
+23.16856355075102,65.50549854131958,3.864089918586204,7.767692500538893,low,clay,26.852012518680723,26.50203465577153,poor,cotton,11.213231108824193,flowering,20.26
+23.86062371982637,64.69451551497869,6.286242670731735,4.34526399936528,moderate,sandy,14.63191062379346,44.77531001260803,good,cotton,3.29648779897658,seedling,5.67
+27.64085383554897,87.99806136876765,3.7624808167547816,9.89881516103361,moderate,silty,20.02110045190753,20.249996876392554,good,cotton,6.642425929764933,flowering,17.24
+38.52802031334184,99.6792840756884,5.6126808388989184,2.5400946002915963,moderate,silty,6.976980148106307,30.39339255630223,poor,maize,10.054076298338664,flowering,12.09
+36.90798582855778,60.65258452481181,11.06386768059819,1.0137150449499817,moderate,peaty,32.186127750894926,18.09917759416222,poor,rice,3.4975374579691536,vegetative,3.63
+17.564199064589744,47.61632248318274,9.359634102585742,6.353429872405472,high,loamy,8.151297884635259,40.81348661343229,good,wheat,4.4040725350959935,flowering,9.76
+24.818268581785404,34.87213692450136,1.677134728179547,9.576578800790545,high,silty,36.179386272995785,29.90408027732226,poor,wheat,7.532814828754703,seedling,13.82
+28.834279743744297,20.383985985389657,9.747312160562906,6.823486494153814,high,silty,35.36511166667626,31.450917535791277,poor,maize,3.21909653845527,vegetative,8.31
+27.578311813788503,60.729095399110335,7.417618987608595,1.7715117047336286,moderate,peaty,38.98814736861467,44.37818518814263,good,soybean,5.365567441885295,seedling,6.13
+19.84657669842232,64.44149333620766,14.051200833253512,5.864323442196029,low,loamy,36.79544349817303,39.56869669865958,moderate,soybean,7.147144605143263,vegetative,12.8
+36.47041927920387,85.99507838539179,4.694912598008772,9.185382425239546,high,sandy,38.99926789757179,48.6506382693061,poor,cotton,9.91461991247888,seedling,15.67
+31.92351957492093,60.36615743142405,11.02941308563782,1.0585546109201145,low,sandy,36.05466854611486,26.21343996730577,good,rice,3.576928095183633,vegetative,4.34
+35.94770937129509,93.31746789328452,11.097481934146264,2.502209915540189,moderate,sandy,8.93780117648657,28.45818889884757,poor,wheat,9.215909199954568,vegetative,10.69
+36.46910698373681,70.24667812571484,3.711761324633216,8.331054004923548,moderate,sandy,20.318865210005196,34.61354743039131,moderate,cotton,11.47855355310436,flowering,20.84
+33.708896341643495,87.22689905768665,13.596742562078571,9.045163959197346,moderate,loamy,7.665472663393208,28.13249805976745,good,maize,4.0701899966702335,fruiting,12.9
+25.980265031242933,31.86413878461977,7.622156406229244,7.364445587814438,moderate,sandy,24.08543723377678,26.78461518673176,moderate,soybean,4.271601961374846,seedling,9.68
+30.26366887538561,88.42689042418517,10.343808819894884,9.924041472758388,high,peaty,23.541486651771503,23.622869677198025,moderate,maize,9.844923519481751,flowering,19.6
+19.00913515299358,74.01150835550787,2.614905603810816,1.811943366279124,high,peaty,37.27624260407025,43.2753687730837,good,rice,3.344548755186304,vegetative,3.22
+31.84113543687269,33.61864259506645,4.238156796383555,5.911088642529043,moderate,peaty,38.939316079024415,31.339574545707958,moderate,rice,6.702564156177211,flowering,12.81
+19.48133139348202,35.18108465168087,8.998553210089732,7.164952503828276,low,sandy,14.087541638879966,34.2961251671027,moderate,rice,6.134505602792485,flowering,14.56
+32.34873976275392,94.1200495235377,5.125895391413568,7.323802483321791,moderate,peaty,25.38094974167316,18.16302135670181,moderate,soybean,7.11288893631901,seedling,11.91
+20.739954018849215,22.577228836029832,7.745547319279114,8.141361538097645,moderate,peaty,21.255462637853206,20.07105921644605,poor,soybean,7.190339693690422,flowering,16.06
+17.938782503755498,57.00279546365649,5.923075390912694,9.258634405894448,high,clay,24.135731115933343,23.59172833683202,good,cotton,7.57761486929812,seedling,13.41
+19.132112253573936,45.078023194728125,9.788030051338696,4.254773010554032,low,sandy,23.61048332811444,28.614759052326583,poor,maize,10.180323662879252,fruiting,14.66
+15.049803380476757,73.20619519987424,7.563607760321728,1.3866705352687223,low,peaty,36.99435432209218,11.757092144438772,moderate,wheat,6.282431323916946,flowering,7.66
+32.96849044633825,87.17035100551936,0.5668440716109384,4.2619772303286245,moderate,loamy,36.3644021338306,45.53565446349551,poor,wheat,4.155731441892671,vegetative,7.02
+33.31002622645948,48.830249724525565,9.920372150208069,7.0445328704851145,high,peaty,9.295783867803108,46.148490178121406,good,wheat,9.85785150280518,flowering,16.49
+27.873333747831488,54.15216698582697,6.620762577227636,2.9211047860027914,moderate,clay,17.07885624459015,36.467196802093824,poor,soybean,11.792883323251214,flowering,14.17
+19.03407002638459,98.55342276011314,5.454625937108231,8.289756564028394,moderate,loamy,31.347127575747614,22.64211336623687,good,cotton,3.2582804920192747,vegetative,10.99
+17.088858437767243,82.71332077433622,1.8651279081067416,2.9778801195054774,moderate,loamy,28.939548704052207,25.412732186490395,poor,rice,4.6045823494979015,flowering,7.43
+15.478224160932175,91.77633047454331,3.6953605132141263,1.09057062142156,moderate,silty,27.09173944633335,39.36203995484344,good,rice,11.77376957121264,flowering,12.27
+19.14370442413052,55.10097765213038,3.744698227922375,5.572726968012214,low,clay,39.7833651303774,21.451640219210937,poor,cotton,4.215246569464378,vegetative,9.34
+37.27138837457866,38.72609631872922,14.062857741368571,7.53815414263258,high,clay,16.792727005439872,34.35672090452141,poor,soybean,6.223460242449164,flowering,13.23
+21.038421042542044,52.94907723091613,6.771438133824929,4.146898064831506,low,peaty,23.03370470236741,46.250843125597015,moderate,wheat,2.8365371474230585,fruiting,7.25
+23.85678318043039,77.28735342652108,1.1099547846199656,7.740062195831081,moderate,clay,39.27026306379461,26.41791328231131,good,maize,5.05095509354328,fruiting,12.67
+17.63363711203333,28.754432386878342,2.512841892528153,4.945639007089074,moderate,loamy,29.34432975142862,33.48195055851413,poor,soybean,4.591914661297102,flowering,8.73
+20.559032618704254,41.63752844932071,1.6459737981272249,2.545431555760618,low,loamy,27.703809526562804,47.14359148275191,poor,wheat,11.576748943994485,vegetative,14.11
+27.98061426950513,23.73087203692723,9.038606158004564,1.8150255441905945,high,peaty,10.41615340178496,23.62326263635875,poor,rice,3.4058333139613466,vegetative,3.46
+30.19381707739132,54.587819067050525,3.206011627718988,7.395284484166127,moderate,loamy,13.632991620588744,40.385589820522014,good,cotton,5.099955389021463,fruiting,11.68
+21.133807854155275,86.19565887836906,7.729085784085751,4.471433088425901,low,peaty,18.21156162853456,40.20487423583295,moderate,cotton,2.796724172031732,vegetative,7.12
+16.44330398062793,21.973095063840866,5.865899911614646,9.214963911313932,high,silty,21.26964851271565,47.139807752215866,good,wheat,8.719818192928606,vegetative,16.14
+24.775821728184965,74.02588214457327,12.15620746859089,5.862295527165547,moderate,clay,22.402358389680515,44.34357276732595,poor,soybean,11.8627926184705,vegetative,16.75
+20.855084273158354,94.59966996109917,5.147099740347753,4.135891763986323,moderate,clay,36.5748013500376,39.95312734340111,moderate,wheat,3.5318292507629607,flowering,6.93
+20.48884808074505,38.95422892089458,7.14484949475372,4.140918342907508,high,clay,8.752419499813104,35.460617124170334,poor,soybean,8.271846146634111,seedling,10.17
+38.99657006783638,75.49078725821185,10.958640454668474,2.1829407800738423,high,silty,13.692339951773194,19.64753163992631,good,rice,3.533172221380444,fruiting,4.0
+30.407512148143105,98.00815208801605,6.783592500494271,6.34410238230241,moderate,clay,10.027183124195464,36.82594690671837,poor,cotton,4.26487204788288,vegetative,9.79
+28.9219610793024,96.98224481219704,12.00162527219124,6.2395042186929,low,silty,30.73587540135888,21.05773864607341,moderate,soybean,7.421845587956522,flowering,14.34
+25.39437758808305,38.79433544233146,10.09442316543164,8.199943227428442,moderate,silty,38.97029303881946,27.600784214247568,poor,rice,11.497169685174152,vegetative,19.18
+25.723608335753607,28.026484256965496,6.4526721522273816,2.810772662203685,high,peaty,36.28862811856987,38.38794547337498,good,maize,6.751210076968824,fruiting,8.16
+28.522625095952023,31.862603031673277,7.807737922452259,3.6171067822824474,high,sandy,30.315526908194084,36.99576990627824,poor,wheat,6.505119711857393,seedling,7.91
+32.41074517590268,76.16285347857138,14.524450109711806,1.8751417218602355,low,sandy,5.753298145896538,26.047963715459986,poor,soybean,3.369696418498624,vegetative,5.1
+32.55365240454574,78.06071003626204,10.093366699371687,3.658079820420161,low,peaty,17.1460804499107,17.307027439042262,moderate,wheat,7.635247570452636,fruiting,11.63
+19.29234769263624,73.93892493025592,13.62243077659871,4.852919041789606,high,peaty,35.226631750096104,29.36569816348436,good,wheat,6.624490103821209,fruiting,10.15
+27.502818801915677,46.886271019379045,3.091998300330433,9.676255653585851,moderate,peaty,27.85745888863277,20.798916818890167,moderate,cotton,5.345971852999279,fruiting,15.14
+25.29895237585255,33.58215518064977,7.506924265554703,6.87759402587422,moderate,clay,12.336046243746315,20.21737914773332,good,wheat,9.306523425104642,vegetative,15.63
+36.76317415673461,66.46088735618025,13.675594212753234,8.045865368012759,low,loamy,21.327049713400665,23.071743417862592,poor,maize,4.979170612100218,fruiting,13.42
+30.78547303045941,58.69443566062933,5.177874890900556,3.929588966984412,moderate,peaty,8.077134607577012,38.249510339424994,good,cotton,11.028843460901522,seedling,13.62
+28.312601660399544,78.30673176978428,14.531130873123102,2.3006153152728683,high,silty,23.2280537800406,29.891433278713624,poor,wheat,10.72733723176922,flowering,11.16
+17.884866054472933,55.30880629484972,1.9076236118680328,3.3104794772199684,high,sandy,36.53599566898072,24.92683907296573,poor,maize,6.866038893080658,fruiting,8.36
+30.140947233085285,47.09117557491747,13.588731968988034,3.30820921899389,moderate,clay,6.355159621793836,46.02379256780705,poor,soybean,11.079851935441384,flowering,14.25
+17.930097642005837,43.47828618872115,6.955575769954951,6.248037954640845,high,loamy,26.486203377775325,38.27122697193706,poor,rice,11.615551416528852,flowering,16.8
+23.4301643891438,36.91762560397972,1.5692903945468295,4.073240192095258,moderate,sandy,13.158594429960752,29.78611309325106,good,maize,2.363906360133055,fruiting,6.18
+18.571049120358296,41.25971009493291,13.253063092498268,8.71658977899951,high,sandy,39.66347752625995,26.851534513168467,moderate,soybean,10.524408834623715,vegetative,17.53
+32.301841175609226,27.58643510752811,4.153133079932145,9.89690067312848,low,sandy,7.278560224623723,42.755873248705576,good,soybean,6.024930097263727,flowering,17.39
+20.156302845903816,47.74856087431117,0.8226268196807655,4.089685647371036,high,silty,26.60519840793615,16.916979757098805,moderate,soybean,11.952000523910176,vegetative,14.39
+24.79648432970065,22.925584989036658,2.469203030753288,7.345542463183096,moderate,silty,13.972974071569949,36.56615701748613,moderate,rice,5.429143896809076,vegetative,12.07
+37.39186944046946,34.913107773306145,10.057163757546544,6.917379237283319,low,silty,35.886207189177654,10.840611955922771,poor,wheat,10.331867375506135,fruiting,17.51
+20.10790958497426,79.74163556955432,14.678266592503824,2.750162389590533,high,loamy,9.267542976867276,10.27842852252367,moderate,wheat,4.203263775533555,seedling,4.91
+27.69512659896948,46.03751909412981,2.1162010239609934,9.262077353385706,low,sandy,20.02384144814326,47.27134772632565,good,wheat,11.302036978769776,seedling,18.37
+25.48179152915055,73.45896135818751,7.198246697809049,2.7949832846956117,high,peaty,11.487654073695785,30.55954312964685,good,maize,9.426673783606208,vegetative,10.24
+15.453101026143244,77.3507340477822,3.1192299887392214,7.632614185027289,low,loamy,32.980530283533874,22.60469702254529,poor,rice,4.838313820307246,vegetative,12.25
+34.81895283932032,66.49482741856909,11.303029744473086,4.128486780468812,low,silty,17.300524821249372,41.78784817220185,poor,cotton,8.873083550320445,vegetative,12.98
+16.726147657864992,96.69581930923188,2.211854046546305,4.303734103080742,high,silty,11.53496194596676,49.39312023903129,good,rice,6.353958886651124,seedling,8.4
+26.85637552442384,21.71518932984906,3.9777053529728983,5.099041476000643,moderate,silty,30.406537382682085,11.376551656781366,good,cotton,10.594373669714402,vegetative,14.52
+29.016957373473748,79.09221204705136,3.3478865309115347,8.780571802496256,moderate,clay,33.602606124095374,11.518427769861152,good,soybean,2.059402930587915,flowering,11.58
+30.71066141536468,96.70293151523263,8.511536815321179,2.262267473600909,low,sandy,21.18384205793749,44.19128209454922,moderate,wheat,7.233411923751659,flowering,9.75
+32.21579073269689,88.98173834823514,13.161169334009168,1.4911262005127852,moderate,peaty,18.25972907906343,32.26859199058043,good,cotton,8.812605786442546,flowering,9.22
+21.33180958806788,33.43141534440107,7.91080791676807,4.618367370224033,moderate,sandy,27.125046733198133,45.30966966968328,good,wheat,5.968438495274063,vegetative,9.8
+15.249469416461237,46.14562450013857,1.344530065186333,1.5002658922787928,moderate,loamy,27.79888061287108,37.78572307895209,good,rice,6.732887169802753,fruiting,7.32
+33.086091558872795,33.79614719011723,8.669139493654054,7.188407947516964,moderate,clay,28.126088847267734,28.823426062020907,poor,wheat,4.399699841190599,vegetative,10.33
+28.391414983689465,68.10466910517633,12.064054490111136,7.842925675244919,moderate,loamy,14.651517468924606,16.45383699260592,moderate,wheat,6.174470579743236,flowering,14.05
+35.90294258018122,76.97503855835939,2.41626486091268,8.69241155277933,high,silty,37.9455865415416,25.594445878875614,poor,maize,11.211025070606592,seedling,16.63
+35.53470907251736,45.36590154904466,1.55431260799658,7.694580209352372,moderate,silty,12.47054867103073,41.485803702348086,good,cotton,5.846073122857728,flowering,13.51
+36.08315419469708,63.16052591874364,3.223212774584751,9.247162543234111,moderate,peaty,18.09553965608689,19.356701984646577,moderate,maize,11.884386833767566,seedling,18.74
+27.127366499488502,75.2736456056956,11.318251680913598,7.734710104508999,moderate,sandy,14.92928798174922,38.494659759637045,moderate,rice,6.655065247208302,vegetative,13.73
+23.34070989592164,53.70718532888387,9.079366083214024,9.424680758905614,moderate,loamy,37.58932278592189,19.89378316506672,moderate,soybean,8.204631609394447,flowering,18.37
+34.78895506478425,88.32124243643675,8.33862248244536,2.7379971478842684,moderate,silty,33.99295498674063,28.54137512652139,good,soybean,2.046356249403712,vegetative,4.27
+26.282352825731373,81.72399482302538,4.11745847216064,5.498768195809572,moderate,peaty,33.394517805005286,13.417280172436094,poor,wheat,3.8699215918553858,vegetative,8.62
+19.586054910085863,25.17324350804565,5.317430631079462,9.94537539734418,high,peaty,5.164852865629193,28.199938349515804,good,soybean,5.55710573177408,vegetative,13.82
+36.37435048903686,69.69002392726632,14.505332687678465,7.13420364288444,high,loamy,29.00651750729123,34.508101772361684,poor,maize,5.279860764504504,vegetative,10.69
+37.06399691930868,38.826044076779965,3.989065787576093,8.907770061903317,moderate,sandy,13.05957932950413,32.532721664407866,poor,wheat,9.192835539304182,fruiting,17.61
+26.65774390350425,64.60146117338202,13.573858637198782,1.273544144495697,moderate,clay,38.871049001765485,26.258660575852296,good,wheat,7.485672139276776,seedling,7.57
+16.892493182744687,96.5510754106373,8.917706814637182,8.845821087115937,moderate,peaty,23.57629928124128,24.787811029491834,poor,cotton,4.167401916871348,fruiting,12.96
+24.69565224792328,90.32496036418,2.287798762383093,7.279419111148879,moderate,loamy,24.76460504899807,21.01595029903521,poor,wheat,8.056207231546344,vegetative,14.06
+35.08844148656509,52.361312249210535,7.276029483248486,2.536798905889396,high,silty,17.47689886881552,40.68416262829629,moderate,soybean,3.3112113469656137,fruiting,4.33
+37.54435071365572,43.32110866754827,14.2539564017327,1.231128607812369,moderate,clay,23.785571780584394,41.30552390768986,moderate,cotton,10.674236539593212,seedling,10.48
+20.08681856243989,38.75245955266072,6.5692011729917,3.339339203130876,low,clay,31.24080156684505,29.32110199735117,good,maize,9.49681228163296,flowering,13.42
+16.674340300631787,62.601189580521606,13.019105189445751,9.241960230934932,moderate,sandy,24.66720539330126,25.302470595781163,poor,soybean,5.459633334623062,vegetative,13.24
+36.93376132832097,29.139876260644503,4.218216072449762,7.013196448302578,moderate,loamy,27.444201146209156,35.49691889210834,good,soybean,2.4835863475096733,vegetative,8.06
+24.735123474471884,63.942000650259885,8.778371201105408,9.27522193854992,low,sandy,21.536382728421167,32.30929288380686,good,soybean,9.827693363905809,fruiting,19.81
+28.54402410668908,20.106691159263363,12.73585484392862,5.015357042448335,low,peaty,30.073989875299045,36.69021865638635,moderate,maize,4.434206791452954,flowering,10.09
+39.20164530126897,45.90797045966759,13.849982396960584,9.429643857117169,high,peaty,36.48456559809318,22.240621288426915,poor,cotton,4.5896819224086425,seedling,10.87
+16.664118197855572,37.5947451064465,7.54443882369386,5.1666383390050505,moderate,loamy,6.786791996883782,41.533982371483845,good,cotton,6.315353856476557,flowering,11.17
+31.20795018630239,97.69750319686256,9.77547748110872,2.83829251976501,high,silty,8.75537857385866,22.669712434083603,good,soybean,8.08565592117519,flowering,9.52
+16.852635564371678,78.17938556559832,0.5432118963437987,2.362541177660026,low,peaty,28.99631900761975,26.748930874986407,poor,wheat,2.343788700372559,flowering,4.74
+24.38672321166251,47.97227043697902,4.171737958944149,9.944306317315398,low,peaty,18.21965453447091,15.296909128202657,good,wheat,10.256859011870862,flowering,22.12
+35.09536362983617,27.42760692244964,4.541325504330714,4.004763953271138,low,silty,14.856645329775734,44.21477289171676,poor,soybean,2.341380538075089,seedling,5.29
+25.83680581889086,61.34404757524992,1.8556486689892464,2.440477227858289,moderate,clay,11.250764921182466,35.77094985483946,good,wheat,3.748906148521079,fruiting,5.44
+39.92955884757376,37.075830506083385,4.555577693676161,1.0756758780167694,moderate,loamy,25.04226968699491,19.41148235161653,poor,maize,4.267955642436012,vegetative,4.3
+28.97648212366505,62.91436367186862,5.156269479343018,3.5701260987666017,high,clay,17.163633845671477,44.06872215209246,poor,cotton,10.494091228126797,fruiting,12.53
+23.02905381589884,86.8289883343114,14.547107573738804,9.002045292422851,moderate,sandy,22.77862891389847,38.19172031928048,good,maize,9.458981701925524,vegetative,17.03
+20.50278314761883,69.26340416811084,10.194734518132146,5.806083886095715,high,silty,38.54964298748351,27.687210220089973,good,soybean,8.105924990513785,fruiting,12.31
+23.763013357154044,70.70307356360019,6.677073651536992,6.691915463724595,low,loamy,31.53936759830353,49.59371325164747,good,wheat,5.5615207918311045,fruiting,12.75
+24.31333184398877,63.28242312502492,14.826789680084884,9.301519935014795,low,silty,32.858280424567525,23.48839000244141,good,soybean,7.528857901499734,seedling,14.76
+16.717841943099025,94.18125061051272,2.721868643401862,5.615559262963263,low,silty,9.34692660720587,13.981982669461868,poor,maize,2.5093386873119075,flowering,9.05
+24.23935498566933,94.55221475364826,7.402742311992026,8.544518612673532,moderate,clay,16.374311157891206,39.33836193529047,moderate,cotton,10.660901475326831,seedling,16.63
+26.605962993480624,61.017856085884176,9.882402002211215,3.914499502687183,moderate,clay,8.718241520800415,40.2819615910888,good,rice,8.919990242775732,seedling,11.62
+33.06844380597012,44.46075897148035,1.3059192000191169,9.793916765570978,moderate,sandy,38.89823255539225,12.358604241421878,good,soybean,8.668161871965356,vegetative,17.09
+31.4182371180402,56.76696047035552,10.896483442205223,1.7093248616120715,low,loamy,28.876566529662057,42.776764880155504,poor,soybean,11.84278924682967,vegetative,13.29
+32.71914138072886,34.92463297564925,1.9480766173688533,7.523465729619382,low,silty,5.67318431264903,41.03766055493972,moderate,soybean,7.332479665301522,fruiting,15.38
+15.209092046921429,70.90754522544714,2.5340934746953154,6.94509658084265,moderate,sandy,21.64266876373975,47.18385487302339,poor,soybean,2.730655209253224,fruiting,9.36
+20.4416849895134,60.007386862578656,2.815497930700219,2.725043552657352,moderate,silty,14.223397279279006,14.741964902115535,good,cotton,4.280900124741208,flowering,6.65
+31.542107209996413,28.264038225062396,13.968902486505009,4.499595989618824,high,sandy,23.898559794347552,34.03238233123602,moderate,cotton,3.605819941059451,fruiting,6.73
+27.09973420449368,35.811822489569224,10.406915404503431,3.815462050993058,high,silty,11.253019026515227,18.77690166493477,good,maize,11.412234233521218,seedling,13.12
+15.13283689170865,58.37055649596215,10.00369876599501,1.8504358149924585,low,clay,6.989942172108017,25.97767812204134,poor,rice,3.276028069194876,fruiting,5.05
+35.11236606079556,91.00711925750866,8.554655698742385,6.2630922065575705,high,peaty,16.31121362974106,20.603633164097253,good,soybean,2.225394732277536,vegetative,6.86
+34.32023933225844,65.31125765048779,4.745686981078991,9.94302861008649,moderate,sandy,15.342748874665284,27.97190808016197,poor,maize,5.021912454272774,vegetative,13.84
+28.710479074839064,74.52280001667766,9.502900716690595,6.036293269480503,moderate,sandy,30.093725465598062,14.515053136837768,poor,cotton,3.2199807871357446,fruiting,8.75
+16.6615831444068,47.12228397951278,6.447170938385277,5.907339161914258,low,peaty,21.609210068833725,22.140620314371517,poor,wheat,8.203034291273731,flowering,15.06
+34.16287623831462,65.71291144353874,2.608534176342916,1.3628233661909348,moderate,clay,15.196473116675428,12.836749147194515,poor,cotton,4.237446860266816,fruiting,4.11
+29.5928396932841,55.7903858110454,10.49916070975213,2.252982010273214,low,sandy,24.965068144996124,29.673279522046453,poor,cotton,10.427292322223632,fruiting,12.77
+34.548999428948974,72.73039300985286,2.3789414349838798,5.618971801920349,moderate,clay,7.496108588093428,21.867328385926776,poor,wheat,3.4311887407913693,seedling,7.48
+33.79367480989601,24.04604528632083,3.264694424807012,9.866607077656642,low,silty,28.182341411381252,33.61234207259048,poor,wheat,3.5245440238143404,flowering,15.14
+35.07505179894593,59.46401729911673,12.356640021790286,8.88946961915673,moderate,silty,10.1551278368267,28.25784725680673,poor,maize,8.076895424177827,fruiting,16.69
+27.95020166011562,43.67941001151736,10.071697893814733,4.061882092358507,moderate,peaty,14.789477926231182,19.754123582707194,good,rice,2.81912132692102,seedling,5.04
+18.508112954837877,46.09480490223274,9.649371736097814,5.887038288053147,high,loamy,14.874301051010203,14.11760874383722,good,rice,2.505916179946928,fruiting,7.02
+31.778936834492217,96.87339452464492,6.563940372969499,5.97432000028723,moderate,clay,21.30481719451576,40.132667536281495,moderate,cotton,3.839016903598917,fruiting,8.8
+30.511844626299265,34.61558501691062,6.246067514470882,7.168245514859649,high,loamy,38.36050782504821,35.325302163430955,poor,wheat,7.267129085552789,seedling,11.46
+33.55632967997718,44.89962020628775,10.508807833188316,7.190038371152247,high,loamy,16.36307376524,11.317199852782409,poor,cotton,7.477797204143716,flowering,14.28
+19.24702515126838,60.79140605846974,11.230080309831164,8.108132395473763,moderate,clay,14.846265396482888,49.57462239882458,poor,rice,5.8472608590346615,seedling,11.86
+19.87437999750723,89.0421558519699,7.898091434282503,1.2247392235571417,moderate,loamy,10.908069485381136,35.69961098390482,poor,rice,6.67072195575512,fruiting,6.81
+37.260237930483214,53.33360665650964,14.55440404305363,9.493121715737011,moderate,sandy,18.71891150301597,18.28723146945852,good,soybean,6.548816453083112,vegetative,15.13
+33.74944496130177,79.50922247105368,14.357643604323645,1.6305584139032194,moderate,silty,11.371438915539972,43.61987492295902,good,rice,6.575418630694584,flowering,7.17
+37.70571221750807,88.5099278571842,6.480227605185,5.285441003292459,moderate,peaty,9.821926771047067,45.28402887226584,good,soybean,4.662619694023286,vegetative,8.8
+33.96788302909802,44.80130846574792,12.399022687105727,9.276213487231384,moderate,clay,35.007551203517494,32.947415871652915,poor,cotton,3.694955477550397,flowering,13.14
+29.928882649757547,51.4200146830968,8.377383703177022,5.389019463079718,low,peaty,6.842355708306238,45.42288791504776,poor,maize,5.914932737146485,fruiting,11.66
+31.35331842569684,48.5244978950685,7.92046036957903,1.5727315080980515,moderate,silty,29.87887918109949,11.166870536931167,moderate,rice,6.634667631084501,vegetative,6.71
+37.22819809850024,86.62846468943368,1.2969788899904515,3.0631601783074527,low,peaty,12.08998153570249,47.80666844669494,good,soybean,11.53409448473581,vegetative,14.31
+29.470168862798516,23.547748956288093,8.822633301790498,6.208000798315805,low,clay,5.410025815078667,12.28814456347742,poor,maize,9.484524061595712,fruiting,16.26
+30.80978310820969,44.6736871062944,13.558379993165886,1.7907545610907216,moderate,peaty,32.830073557893584,35.695602558417505,poor,maize,10.614355608751946,seedling,11.22
+18.91191790009001,74.35268460761039,11.811940813328835,4.813101379155668,moderate,loamy,29.579993172823325,23.835785477592,moderate,cotton,5.8625975466648015,fruiting,9.88
+26.848030502902567,65.23547996522741,11.9015985981393,3.961839395722644,low,loamy,16.70046172310193,11.572494057846612,good,wheat,7.726136280762796,fruiting,12.01
+32.909927798952474,54.90314874349554,2.818971059356919,8.336868650418156,moderate,silty,7.776638686166574,47.1715322774072,poor,maize,9.423287659301884,flowering,18.19
+21.77356745790913,63.19585817771075,5.697516983436673,1.991187445019043,moderate,loamy,17.62350472942253,15.414306370216298,good,cotton,3.834807058295833,fruiting,4.85
+20.056354513113373,35.80676686626546,3.881471291428419,7.145186051429077,low,peaty,11.346465310563996,44.14976749695916,good,wheat,6.592405464125571,fruiting,14.34
+22.84567020561039,54.45732972864083,5.080771595606721,4.659301637883182,moderate,sandy,37.63762436800446,23.213800360638785,good,maize,5.482991640202755,seedling,8.07
+21.03751569982084,60.13623873410793,8.903320480659017,6.289756124250958,low,peaty,23.536808578917817,39.64656010949027,poor,cotton,7.477942922263215,seedling,12.17
+20.372815925909897,92.09512975636814,5.789365293868594,2.8497859472849028,high,sandy,38.734527320442346,20.168831592325542,poor,cotton,4.921292812749955,flowering,6.43
+25.62127107170217,40.866813024318105,8.630118353231857,6.48733316285463,moderate,peaty,17.29599426651496,33.337357509106255,poor,soybean,5.546691087401644,fruiting,12.0
+37.69596284708835,89.42628017319461,6.858268099981367,7.065799546745015,moderate,sandy,24.476198653603948,41.982152285797554,good,cotton,10.322646993903003,fruiting,17.04
+27.676491168467955,71.53931206607855,4.655925597521051,1.6320840819497004,high,sandy,11.654320053332684,32.64719321320527,moderate,maize,9.774893964364656,flowering,9.59
+19.698009520383074,21.62726648540808,1.8833497959748,8.419098408246434,high,clay,33.29501829131351,22.26210254571861,good,maize,6.0711836664361245,flowering,14.24
+16.92429173452185,77.97050695195149,13.431657631499348,8.751287015994173,high,clay,6.4385109329296935,19.337429356449316,good,rice,2.979098558463416,vegetative,10.17
+32.403903628448134,22.844150203924407,0.6649138070674057,1.5719865011451524,low,peaty,29.346539802764475,16.992223871270188,good,maize,4.857256649863236,vegetative,6.11
+24.569969110909696,99.79049014510504,0.5239610780585819,6.428687392875571,low,loamy,18.708103232561754,43.55250088172988,poor,wheat,9.319316356948182,seedling,14.39
+35.545773664633984,89.81093501529583,12.488567226571416,6.346103472750043,moderate,clay,25.2445520908777,34.43770500537226,moderate,rice,9.556505756564055,flowering,15.72
+31.487769216019256,43.78749980320365,14.953758634723954,1.11212570681599,moderate,sandy,25.72906972207993,30.34711699029805,poor,cotton,5.245709972668567,seedling,5.48
+34.90603626353421,40.59289841573644,11.042991001848016,4.081117725603562,high,peaty,29.87782899470109,19.98322735314944,good,rice,11.397018599668424,fruiting,13.89
+21.79865098546122,50.51528656844872,0.7214706519118287,9.720332044423728,moderate,loamy,12.149177113094083,27.35012994162684,moderate,wheat,7.0174142181309325,fruiting,16.94
+32.30897306152645,48.49335722515544,3.7870082866934434,5.999056770418687,moderate,peaty,23.598507242547093,34.80251233418625,poor,rice,10.783539231148678,fruiting,16.48
+21.601549617342968,49.787025470830486,14.59142915379844,9.398906224673546,moderate,sandy,19.942407773768856,12.875266140481877,poor,wheat,7.298033014607483,fruiting,16.48
+38.476711986257286,45.46212368955843,12.224761656520604,7.080801722896456,high,clay,14.876338810112742,24.428597463197725,good,cotton,2.120865404457595,seedling,6.51
+30.90935703833436,69.69067254786651,8.71859773516831,1.255514664009488,moderate,clay,22.350473796758425,19.5801460699126,poor,rice,2.995160667750572,fruiting,3.79
+23.11279500438355,33.141093097649915,3.934480286885205,1.6994187824355285,high,silty,38.32052658378797,35.860596250487106,good,maize,3.0524301367017683,flowering,2.83
+21.73779655730681,87.67850339568105,0.7083679859378602,7.499610598306806,moderate,silty,38.21097315126578,34.250760318479735,good,maize,9.176620722375043,fruiting,16.24
+19.77316462679109,84.99219872250522,0.8024913532424306,5.991110113321175,high,peaty,14.758606198660985,21.97661978580684,poor,wheat,10.602239751068572,fruiting,15.34
+32.3660239723432,58.11865662842163,9.373722521188286,2.144364981398881,moderate,peaty,35.94725077157024,11.665228884274605,good,wheat,7.257095720242642,fruiting,8.46
+20.467890324948183,88.21839722228381,0.8165622071101353,6.526564105182547,high,loamy,35.68641832854969,17.312510032271295,good,wheat,10.542686272138662,fruiting,16.02
+29.882581648187227,39.77160560242346,14.907637057917904,8.292586245113766,low,clay,13.735462666044643,16.402483023796385,moderate,cotton,5.7183190004149065,seedling,12.27
+21.61587567313393,21.405236456317358,3.1590655856592025,7.776841871193508,high,clay,25.96327612480679,32.735773398495084,poor,wheat,3.0189769837258766,vegetative,9.2
+31.549223619846718,69.53663400238584,10.80525674710452,3.215462140288603,moderate,silty,35.44775157474487,16.771658254174795,poor,maize,4.589891301424268,fruiting,6.97
+35.373493213513484,56.63275255717723,2.748365960479995,3.323754699904395,moderate,sandy,23.024818068313117,29.293374170915925,good,maize,3.1802260922094554,fruiting,5.85
+34.450631078616325,65.37316370366966,8.33135460591686,9.710540245919024,low,sandy,17.941931341535252,34.581153492927264,poor,wheat,10.857571722154994,flowering,22.24
+34.021283273269546,91.94715272147224,1.6688636827601546,8.986643219374447,moderate,silty,27.77749005851221,45.18262331998854,poor,soybean,4.391406620858811,fruiting,12.65
+19.6930601423063,97.59404588527548,11.618287155732029,3.865035829877848,low,peaty,11.03487722051096,19.801102518935604,good,wheat,9.50668683116925,flowering,13.83
+17.209623674612967,70.75625118044825,8.98135587351003,8.416490407021076,low,clay,10.660598357047324,17.436517449970527,good,soybean,2.713349159150524,vegetative,10.75
+32.473720712184644,81.12444718819506,1.749417054320518,2.455646767592909,low,clay,34.1426146120983,16.930153325322408,moderate,rice,9.750481211595222,fruiting,12.17
+24.208680344858784,26.70467467897314,12.80449974340008,2.77156991193908,low,clay,6.465622057834402,24.417172380483294,poor,rice,2.8506524246084024,flowering,6.16
+25.80865566008368,32.85724679132045,8.43176991426218,2.630764484608108,moderate,sandy,33.127049272901225,35.96724877274163,good,maize,11.476842734679732,flowering,13.05
+15.778727319834775,78.65638439623812,13.86308849519311,1.7894869751216365,moderate,peaty,15.167295533252604,36.87449682878924,poor,rice,8.406248045276854,vegetative,9.65
+21.48941123187623,54.50923651104016,13.791038918332632,8.692103045452198,low,sandy,21.90928718332113,18.43847602626497,good,rice,8.763417181943392,seedling,15.48
+15.8419100968616,55.677221632352456,13.847362947555444,6.209262083841178,moderate,peaty,24.023026926677517,15.24933807443352,good,rice,8.809733715615598,seedling,13.27
+36.9796443150312,44.688614530834926,1.6278854029067855,3.330604832445448,moderate,silty,31.84742457112381,27.947117349142797,poor,cotton,4.747252107898433,vegetative,7.08
+21.084917080463264,68.5885106782195,2.25388754544059,8.637895294548347,moderate,peaty,35.93502952901759,15.6476512782517,poor,cotton,6.4295628392332524,vegetative,14.06
+28.9334292393252,34.81320363329621,14.82173424088487,8.223820834535381,moderate,sandy,33.147844388876294,42.51682979798966,moderate,wheat,11.053366883295784,seedling,17.04
+15.97448301652826,70.15330234511165,7.570211910281237,1.9085636631498004,moderate,clay,25.032032134816014,13.355257899410027,good,soybean,4.068981105482298,fruiting,5.08
+31.67118478264145,33.903908570819176,3.954103766022641,6.797254363614747,moderate,sandy,17.180478462227814,40.08373288719039,poor,maize,7.2765794859183055,vegetative,13.22
+23.075683643852347,25.10608277677709,11.66013508323054,7.496502413731935,high,silty,23.42952387355289,11.705916620711893,good,cotton,5.22928809267768,flowering,12.25
+37.447979673941646,46.42861509592488,4.3321357075809885,7.442446032873675,low,clay,6.050758961961517,42.27936463979978,good,cotton,9.63584095391816,seedling,15.54
+37.2029547233509,38.49122736078782,11.044627476270314,7.508284370685438,high,sandy,13.574304033390746,35.08606702359332,poor,maize,6.562344989237444,vegetative,12.33
+23.13226545904369,91.11933108450658,12.640643778821536,2.525120070841336,low,clay,17.815437806065276,22.894924234331448,good,cotton,5.4274807543859565,fruiting,7.67
+37.5240223922617,24.396276309490126,11.871818970781568,3.835778088418924,moderate,silty,16.19140834530264,26.220739790584563,poor,maize,7.929865147428637,flowering,10.8
+39.90394183746948,34.12909540592983,4.473693218870063,8.597606576540162,moderate,peaty,8.330142925590488,36.94468962229247,moderate,wheat,3.0603765566371104,vegetative,10.85
+35.6353916030987,63.89756844664396,6.323469324148937,9.085525752047946,moderate,peaty,6.77639284949156,17.425125760052552,moderate,wheat,7.599578091630439,vegetative,16.1
+36.12178369388073,58.48537526779789,6.492139546882507,3.5126999790838327,moderate,loamy,19.725017285095355,45.61282676357748,good,rice,9.83491670921298,seedling,11.66
+21.225218402727247,23.668161469976123,7.623457312514842,1.207175645599772,high,clay,7.6179913654378115,29.315485367675787,moderate,maize,11.629767420161269,vegetative,11.3
+29.417559971443907,20.58019424121156,2.9269063473319727,8.737902524494974,moderate,silty,15.017282048953684,40.40557977578664,poor,maize,10.451938966057986,flowering,19.86
+16.681397849184197,99.045435356892,7.060815731007965,4.393826540425744,moderate,sandy,21.618898056365254,30.267841030977426,good,wheat,8.163346718699012,vegetative,11.62
+17.372948420541743,72.70677602870705,7.906353362474456,3.9651720036394273,low,sandy,12.348644497536338,28.091169138598723,good,cotton,7.406284246746243,seedling,10.48
+39.97231530083226,49.23249047212455,8.20978045042526,4.122997117197631,high,loamy,7.783722422095087,28.78462249430429,good,maize,5.286782823330401,flowering,8.02
+23.165981235647774,57.6345798130593,12.388556234774644,4.741267815708774,high,sandy,20.124664472602756,24.524988430937764,moderate,maize,6.779036202185445,seedling,9.22
+33.704597801221155,41.32400963634296,8.001350227952681,4.40439959489429,moderate,silty,20.696677447218946,39.310167826822365,moderate,cotton,8.18486079990873,seedling,11.07
+35.16662632567041,47.58990269545678,3.84636687644829,6.097878092202043,high,silty,37.04650037150521,43.84609774966263,poor,wheat,3.29802235733956,seedling,6.95
+36.45058177518073,71.92355738145712,10.115366704540714,1.7104625064837116,moderate,peaty,9.47431749017635,44.17586657225009,good,maize,9.23326529793096,fruiting,10.43
+39.94070743505391,90.62494390938966,12.061055089256064,9.743861748776636,moderate,clay,26.524838218716997,14.845828557363085,good,maize,4.450089721786148,vegetative,12.73
+21.037412131421696,34.730401846494786,5.130889163354795,9.428059310249452,moderate,clay,16.189589822787983,40.45471621402514,poor,cotton,3.153492987349789,vegetative,11.55
+16.008770671492492,87.2289204308255,9.856935970755275,9.409659819539494,moderate,sandy,9.325924063892252,17.99818478821111,poor,rice,2.9798591354479056,fruiting,12.32
+25.279787949864648,29.724530361461525,2.630600941217184,8.913498616737222,low,clay,18.760148737133846,10.487133800982908,good,cotton,5.1966944589134805,vegetative,14.0
+18.252016745723672,37.19937788707129,5.457931416381928,6.942936719635568,high,loamy,19.97781548774753,21.018361411169867,good,cotton,5.2039063863841815,fruiting,10.72
+15.560647229051378,22.97402304397168,13.683746978469696,2.9899770647358914,high,clay,17.724758000176706,21.714743929278317,moderate,rice,7.723278081518912,flowering,9.3
+24.010670678537156,31.26494896743996,13.713968365857276,1.4453513843173509,high,sandy,31.800645932736504,42.39156216333712,good,maize,6.580351477863549,seedling,6.47
+34.593456276880914,93.38425163712404,8.842206391774424,1.8938895830358995,moderate,clay,34.372226448387764,39.69585260971079,moderate,rice,9.49941600100296,fruiting,10.91
+29.15451728062677,56.75509972947029,10.684096182544048,3.91593250419045,moderate,silty,10.205611661712611,13.387382811525356,poor,soybean,2.1916058204985878,flowering,6.2
+22.819449730258853,26.21326894226829,12.88322352048615,5.534947229462069,moderate,silty,10.876677507037178,23.038452311508777,good,rice,2.909128855238012,vegetative,7.3
+31.35855013731799,96.7781470431169,14.399021187033089,9.939277640663146,high,peaty,19.74261593501647,20.05199386720662,moderate,wheat,4.479479012499294,flowering,14.38
+20.800454507720268,90.319384620692,7.603353384201657,4.9189914261513925,high,peaty,16.206613638553847,33.81820751144134,poor,maize,2.389524173996576,seedling,4.83
+15.359536151802123,80.3746016694513,8.642848181077497,5.721814814422391,moderate,peaty,33.68507618873181,31.660478930055863,good,soybean,3.639445742188949,flowering,9.86
+34.10883466091069,94.67782335580463,6.526802716393538,7.256415224692725,moderate,peaty,39.88839210902476,37.156512223088285,moderate,soybean,9.273225102694514,flowering,16.52
+30.593577121600227,37.61035366686113,1.543738087318217,2.6266057340301665,moderate,clay,11.338863000206176,46.42919327939961,good,rice,9.982986342807406,flowering,11.4
+34.057565612524,86.90954344080691,6.630650350507867,9.395443014060302,low,sandy,31.6890452793931,26.84294230336395,good,soybean,7.925750710540961,fruiting,17.76
+15.97345041719164,75.1992957083445,11.964096421054618,5.761311452584608,moderate,clay,26.25363856758227,36.236960435979086,poor,maize,7.709491201931418,vegetative,12.66
+35.927990695766304,89.58073996541506,12.170839720877163,3.4863071104159173,low,sandy,27.554842332225515,46.73409966956002,good,maize,8.268760180786176,vegetative,11.38
+30.488155000907582,83.75292525941038,13.439468161602846,9.415980877049565,moderate,sandy,14.25545141513603,31.66722337722211,moderate,cotton,10.012186608280864,seedling,16.43
+29.084883767816,47.719605054146,1.2462672250515516,6.629055567030552,high,sandy,8.401867774869267,22.331239202009822,poor,cotton,10.42814402221631,seedling,14.35
+30.615351202863287,81.95188296138045,8.143741548919191,5.353207581242894,high,sandy,24.0139637065464,26.116006176358265,poor,wheat,5.390187057626304,fruiting,9.35
+36.6108311717091,40.996504238791225,2.057655075087606,6.221403189646967,moderate,silty,26.472704711634474,40.18454626631696,good,rice,6.163976605972556,fruiting,11.53
+29.67341266397268,46.28737304224438,3.4107616559032783,7.73471997014704,moderate,sandy,38.70671289588645,38.80044632424005,poor,soybean,10.087068204616608,vegetative,17.13
+29.523759497204484,28.632457377838094,13.553139284518794,2.39084203323658,moderate,clay,28.63308724311069,39.936616067462055,good,cotton,4.10683311838741,fruiting,5.28
+39.76697892664414,94.8061292784375,7.70347324723059,8.783473876329028,high,sandy,20.528950506003248,39.7318756110937,moderate,maize,11.427022836416858,vegetative,18.48
+33.9182541767142,43.28026907202252,11.498901353000898,9.635561292683915,moderate,silty,39.790039507614416,46.81835594759846,poor,soybean,10.382403079515136,flowering,20.44
+26.057345136278386,61.64979721371615,1.433569535965872,6.10299686575067,moderate,clay,18.0633641207126,40.560205833579005,poor,rice,6.40872652902455,flowering,12.74
+32.68492500082319,51.30662691729541,6.543984306910354,7.140437621178383,high,loamy,10.689547565286878,44.217483444922216,good,soybean,7.1371668480043065,vegetative,12.44
+24.730761792294714,96.79424964668011,10.276484069632897,8.738501327616166,high,clay,26.62930184746304,32.94846602464092,good,soybean,6.374578165557472,fruiting,14.15
+20.72188656208748,46.8039336750786,2.434393978534093,4.3732956827485046,high,silty,14.318772169766175,35.76685546967104,moderate,wheat,4.290462913173772,flowering,7.42
+29.921296922193985,82.28366571381513,5.224359247032406,9.935486153941586,high,silty,37.27716929152305,48.70877896077011,moderate,rice,4.399791987665991,seedling,10.9
+38.20455245284879,88.4332923704944,1.435943172846307,7.124512323762079,moderate,peaty,19.97539275652698,44.81203503939019,poor,soybean,5.027648199262316,vegetative,11.36
+38.22848800038657,54.84851979847727,9.944429142607902,4.815988285221839,high,loamy,10.236572245825744,41.09440962546509,poor,maize,6.0826905846797175,flowering,9.8
+23.547631952637257,50.2537451562345,14.57792325634272,7.096041775014645,moderate,sandy,9.95706995578018,37.42058569377551,good,maize,10.937750864898645,seedling,15.7
+28.19193665554237,79.81966567461023,12.49215962157103,5.695120292620928,low,silty,27.73737921035246,24.340729511046145,poor,wheat,5.585578688477744,vegetative,11.2
+20.29089746424653,93.03167842449872,14.6320351937097,2.004774143845286,moderate,peaty,17.80640577925044,31.92502255021853,poor,cotton,7.624896201224563,vegetative,8.36
+39.890777737472085,80.39453864577906,12.761269528926748,8.162787742923866,moderate,peaty,17.730359146787226,12.205127538917456,poor,rice,2.8850170376439968,vegetative,10.11
+39.52794769669839,38.170109247349245,12.90033918985619,6.079380222276389,moderate,sandy,26.431338434986813,26.646669984167374,good,soybean,5.843282201752908,flowering,12.48
+31.237723242686183,91.06461979501644,8.869069332884468,8.162610020864998,high,clay,12.752915676173147,14.475856709399238,poor,wheat,6.277225158325204,flowering,13.74
+35.11035149193684,51.00653339494664,8.014658515491544,2.3942074633071924,low,loamy,10.0899890403207,39.14558143646163,poor,maize,7.028338286310906,fruiting,9.54
+32.8775040320925,66.09835294223474,6.3906868632035,5.845214411206981,high,sandy,28.00418787548724,45.69270548479546,poor,soybean,6.618387141683087,vegetative,10.57
+29.828955475986703,86.51484954341689,12.36237597816526,7.899618449916216,low,sandy,5.18329628205833,16.96331982756832,poor,maize,8.608607896879853,fruiting,16.95
+16.333699924722442,35.07158139203938,3.1399803780313564,9.894741108317184,moderate,clay,36.757774361335,19.82733535199388,good,soybean,10.500520667016824,fruiting,20.56
+26.369108563816525,82.76081085420425,1.3152612794508014,8.959575487467328,moderate,clay,11.40398222778946,44.27923770213233,moderate,rice,8.31897988152098,fruiting,17.26
+31.869657554185263,67.69302383285421,14.244460428927788,8.779146643545754,moderate,silty,20.67496210545788,33.433287015943975,good,maize,5.873602572608002,vegetative,13.19
+31.93829034709212,91.46733134620864,0.5547836854504173,3.227141243317582,low,clay,12.401748730023757,33.532355313005965,poor,wheat,9.727642894470732,flowering,13.08
+24.32806546055959,33.757632147483434,14.664025167199853,8.541861415381426,high,clay,12.637688405541812,32.51505458583427,moderate,wheat,8.844567589840777,flowering,16.73
+38.54229966645076,53.65457896327428,11.068373863169604,2.523531497886668,moderate,loamy,34.22504784547269,18.73043042900886,good,wheat,8.904715415114199,flowering,10.14
+19.183925805919525,86.627447429347,5.263234335618501,2.7829689809359017,high,loamy,25.4761729613795,19.73212060801668,poor,wheat,9.868303532082033,vegetative,11.07
+27.508986155389017,21.53853627654081,10.6183877247515,1.991050693691248,low,loamy,15.900762038693244,47.98572461915074,poor,cotton,3.1088415106937237,flowering,5.24
+32.27209941377057,28.97610934125143,12.359189779184346,8.718368776424084,moderate,sandy,13.788455548030692,38.93880608427209,poor,soybean,5.6175756864782045,fruiting,14.16
+32.428395147295234,99.24521702053876,4.057749811803321,1.9742904680618685,high,loamy,12.450185395960318,13.617379482614195,poor,soybean,3.682064800535276,fruiting,3.77
+31.21597391922039,42.43153428722805,11.677987407553935,2.2430033177050905,moderate,loamy,24.40569235569853,18.91753086634449,good,soybean,9.725253977842318,vegetative,11.43
+21.882205336296504,98.04345549791628,12.163359562619483,3.2129843507414724,low,peaty,30.577629445093525,35.08462084723506,poor,cotton,7.666836498933194,vegetative,10.59
+18.90516421716555,34.60252408069391,4.115642136817509,6.153961682085769,moderate,loamy,13.873458382369016,21.33861547695798,moderate,wheat,11.895079525258614,vegetative,17.08
+30.89850817066777,48.88755544058685,1.1079321384807612,8.921621667703628,high,sandy,16.6305208187849,20.069346240264515,moderate,rice,8.786372878019709,seedling,14.44
+29.982552903485946,80.22955556028565,3.4597731260924163,4.764053397300113,moderate,peaty,30.212795861287155,18.0939197201256,good,wheat,2.7642114579186696,vegetative,6.55
+19.483900257231024,72.62227257905428,3.40937292889622,5.916573542726066,moderate,sandy,30.804730583172816,17.429074541466065,poor,cotton,4.881048484715828,vegetative,9.99
+32.62847863926409,66.48979199432445,1.4459865855445062,2.498404599615277,moderate,sandy,12.256310312358394,34.53322327080949,good,rice,11.254162556616114,vegetative,12.45
+26.37929979334141,62.3919340644006,11.02710707750034,3.3935127030801246,high,peaty,18.377081551656275,46.23395295526829,good,cotton,11.813573337203378,fruiting,13.49
+31.694014790078825,87.47523549317921,6.009636404646919,2.2053318623719744,low,peaty,35.44852037725174,24.445274238782364,moderate,maize,4.234091007856584,flowering,6.76
+35.93417699425377,38.79588502667141,13.323599428080946,4.689269603803808,low,peaty,30.906728633091003,14.860344055046872,good,soybean,6.940388956589306,flowering,12.2
+19.24321071442308,55.39767415948148,4.156481032145196,6.313020928103732,low,peaty,10.6873363409832,14.971973707417154,poor,soybean,5.700125935618193,seedling,10.54
+15.478621699920916,32.43618337251658,7.071866393948946,3.5561757703010874,low,sandy,18.50870248097071,47.34758819594581,poor,cotton,4.096636770433769,vegetative,7.48
+34.47756465989467,67.67532765845635,9.76575271943806,8.613962700173133,moderate,peaty,39.06528236704524,31.14941912471476,good,rice,5.681241446859858,fruiting,14.49
+30.2424356288154,40.04355394170561,13.22324177024078,9.831145159059709,low,clay,23.388216146538262,28.651420427110143,good,maize,6.281973777714587,flowering,17.53
+32.49098924055304,46.70736514747087,8.107005973480934,2.081393670831229,moderate,loamy,30.177115554015764,45.62964975800428,good,maize,8.668031728875594,seedling,9.46
+35.953874374716065,57.70005732988225,5.916107103279551,1.1607405041379173,moderate,loamy,8.221225631435898,30.28451749394624,poor,wheat,7.026122805793239,seedling,7.43
+35.07027337061251,22.141646856250222,13.071718637844128,8.107992166553053,moderate,clay,34.137848672339985,29.223955713944257,good,wheat,10.300374406821025,vegetative,17.6
+39.02300367322061,27.35503487366701,4.998573157970353,2.715784100230104,high,sandy,26.16747227077128,47.066101344094726,moderate,rice,11.422973782373882,vegetative,12.26
+28.398376971302955,74.87433765665756,1.6516436446723586,4.178319333947731,low,sandy,11.146015124260778,28.97836491815857,moderate,wheat,5.826726794827243,flowering,10.47
+27.212390816497635,54.31759845740058,6.95311055889848,4.548080964482293,moderate,loamy,18.307411986527335,25.63844303096014,poor,soybean,7.011303159609346,vegetative,10.78
+25.04717999726825,89.18321775999163,11.883852944220882,9.2493945001085,moderate,silty,7.905965834650119,33.26648527866775,poor,cotton,9.272456451729091,flowering,19.75
+18.842276071105115,75.57376029153596,0.9463220604260848,6.929543941895457,moderate,clay,32.19536848538246,49.08926126135239,poor,soybean,10.262136229163543,vegetative,16.09
+29.31518082205056,20.6480753317858,8.995292552349085,1.3654854127260163,moderate,clay,31.07076499920473,48.55316170401374,poor,maize,4.205237104830669,flowering,4.08
+21.92531310814947,69.33698646137078,9.119728703644924,1.1332921664273914,high,loamy,22.15808570704012,41.02405616088415,good,maize,8.579820891989733,seedling,8.18
+38.03268780532439,27.49798928477731,13.963855569697031,2.7961128777725213,moderate,peaty,20.82057383579787,29.971234371497246,good,cotton,10.191383112360615,seedling,11.6
+29.57977010692744,82.47465438323954,4.653739848602816,3.8635474678544015,high,silty,21.219861678680957,45.25846833479053,poor,rice,9.40165412370013,seedling,11.12
+29.821004512702757,99.32061506228015,4.543130891555095,5.360714506779391,high,sandy,6.311337253637008,26.77531913516659,good,maize,8.978972325303626,fruiting,13.15
+23.87311652192525,62.49590353932092,6.887012944425333,8.540554710779698,low,sandy,17.88857384797611,35.60572178961324,moderate,rice,11.441812678661623,seedling,18.02
+16.299733799442688,74.62236001553043,5.67526607133697,3.833359804312835,low,sandy,9.4976393480373,17.177073745430885,good,soybean,9.456473055837591,vegetative,12.8
+15.793594134324715,38.98513287158012,11.17701500899524,4.388834973444897,moderate,sandy,11.467732677120788,36.45150587047617,good,wheat,6.891499223739862,seedling,9.33
+25.58337860382993,55.00781950030348,9.805405118407467,3.9640413700869184,high,clay,38.67408480398488,21.044236641134027,good,cotton,10.693747255245206,seedling,12.31
+17.114134452430946,88.48762657891069,11.50435504964086,1.0806880242961503,moderate,clay,14.16248233370792,40.870119266195786,moderate,wheat,6.369765772384078,flowering,6.76
+30.17117388850348,33.3938358197001,12.390605972380992,9.59681385206308,low,peaty,21.92687410661494,26.56160645255627,good,rice,9.97069413461012,flowering,20.94
+37.02432514099144,41.24284844910097,13.883226424645144,2.250962957228264,high,clay,36.07273677182353,25.93639138186669,good,rice,8.24735708587686,vegetative,8.76
+37.07287041296806,55.634694022882414,6.748582610877391,3.589007303829223,low,peaty,19.472198437727563,39.863105897903246,moderate,soybean,8.055795248998253,vegetative,11.25
+31.47613525330581,76.97991134752112,14.778112147337469,2.1637297188679763,moderate,peaty,23.5016348866709,27.0127455667952,good,soybean,9.387438733347503,fruiting,10.23
+20.28079578682328,50.0707163836539,3.6270817943529647,5.414888405410504,low,sandy,10.907570468246307,38.56085428998589,moderate,rice,8.994495319325042,flowering,15.41
+36.574920783971805,94.2185823826403,10.858294848236264,9.389495034482492,low,sandy,14.977778737680053,44.20262242186328,poor,soybean,7.337457031257875,flowering,18.56
+37.1523358828302,27.556564101497536,8.243135100954245,1.9063064586293763,moderate,clay,22.713995595957105,15.475145387165336,poor,cotton,10.854597209985071,vegetative,11.86
+19.91633962382397,49.66433580358781,12.345058622930807,4.9680723122964645,moderate,clay,17.771552010912195,29.160919839893225,good,maize,9.217161867872962,flowering,13.6
+33.43565214426693,76.71632987427375,7.413172548793176,1.201373611944206,low,peaty,6.3389495228226505,47.79646119348358,good,cotton,7.806154981643959,seedling,8.54
+22.162988723178074,38.07894125291939,11.867110212755254,7.938083992475334,high,loamy,19.029016168315216,42.48725805744766,good,rice,9.038830114543812,vegetative,15.45
+35.066007808823244,72.51305073837383,13.987446362391331,6.771035291989825,low,sandy,33.528701740067206,48.94449063953218,good,maize,5.43852255149128,flowering,13.25
+39.93094749759007,33.13735665818768,11.118266859031266,7.297287973364352,moderate,silty,9.062080504525245,44.41233827008301,poor,rice,11.995047581819149,vegetative,18.22
+15.75065013323482,24.47842278893491,11.753367150165705,5.251027248061595,moderate,loamy,5.655598803233411,22.40879271676333,poor,cotton,6.693058002942864,flowering,12.25
+37.43414664477329,29.681257339891907,1.4740437533549138,9.168697266007651,high,sandy,9.154596486428591,17.166104402341162,poor,rice,6.749224129598131,vegetative,14.41
+30.56576333996645,94.39878265073078,3.471886102368069,4.686017057853485,high,sandy,29.04045681268933,18.42167217779474,good,soybean,5.908708864205161,fruiting,9.29
+39.33456547912053,64.14007063516411,14.627404237302107,5.626765673083693,low,clay,32.812562357247074,18.67570953291821,poor,rice,5.215056899649098,seedling,9.61
+26.62523793816069,83.70766203837192,10.551211554917218,7.257603000435664,low,silty,6.705429445846195,13.029455794179457,poor,cotton,11.633417503680125,seedling,17.13
+36.18469826428434,46.6123600724041,8.641010751009567,5.68504576985914,high,silty,36.06428162375908,46.27180371907074,poor,soybean,11.69829727919332,flowering,16.38
+16.55985171495693,67.41269183083574,5.821157414248526,2.704020831246952,moderate,sandy,26.95638765535401,30.1019435715264,moderate,maize,11.479331866856873,seedling,12.98
+23.381976251957397,59.59617069639933,1.1436405175003097,3.853635562404208,moderate,peaty,23.13459719601759,14.050847910529104,moderate,cotton,5.227772329135541,seedling,7.55
+16.67541344378025,95.65903675218352,5.852470665479958,1.8306502132492477,low,silty,13.875716080479393,40.50566427213543,poor,wheat,8.191776744853472,flowering,9.99
+39.38357833697677,79.80597088432883,7.734236662698851,4.89352147495568,high,loamy,18.00951101574775,23.0256292840528,poor,wheat,3.844536933367573,seedling,6.17
+35.42434768179592,78.44341051972633,3.5661628861098578,6.484528837776952,high,peaty,38.144064543784175,12.841500313012206,poor,cotton,9.215671258575732,flowering,14.78
+36.31368553114926,23.708261554742364,3.0104834734705714,2.066769498422266,low,clay,36.9041251776177,17.590262306201314,moderate,cotton,4.723556588599873,flowering,7.2
+38.44913078584736,63.97357352029529,7.872039994683994,6.675284093231161,moderate,sandy,26.891259372562345,36.30199300653989,moderate,wheat,8.862098563863212,seedling,13.32
+17.127587152994636,57.35931631214519,8.995611416599386,9.035849257768984,high,sandy,25.261892618374706,41.76025182390964,poor,wheat,9.165586161904576,fruiting,17.19
+24.639939812833333,94.22738132849555,3.9788098233906095,4.039513596869677,moderate,loamy,12.36906324549664,20.147068421852463,poor,wheat,11.966286684610328,vegetative,15.14
+16.775872226100052,40.58735905516258,9.01714737961509,2.9982978659693784,moderate,loamy,38.364748824807805,33.08233083300004,good,cotton,9.860288231397911,fruiting,12.2
+20.269827538750715,41.58667626328754,13.554929476177277,9.037054574577128,moderate,clay,31.4387099588166,10.034902312503611,good,soybean,7.773927306057605,fruiting,16.88
+20.734144425941807,52.90769991052003,7.36101224130963,7.227507123077938,low,clay,18.37908942773773,21.135498824275736,poor,rice,6.906342973300371,fruiting,14.79
+26.727680276189467,39.46957707251008,12.93215745901413,1.9485538125089843,high,silty,33.55410309663492,17.265352873661143,poor,rice,2.5644049655515246,vegetative,2.93
+21.714054186341063,30.33471342469996,13.945435945733118,4.673007568555592,moderate,peaty,12.415613179340166,13.061848985974995,good,soybean,11.451356797237157,flowering,15.96
+17.524452670444028,88.59318773206407,1.8397134195877427,7.0668063977909386,moderate,sandy,12.463002884096849,29.35581193641533,moderate,rice,3.831048729805479,flowering,11.04
+19.18727722735269,64.66212195231327,1.8892679050235563,6.169454874779093,moderate,silty,32.68364320949607,35.2406205932881,good,soybean,2.410908997727316,flowering,9.2
+18.681889088802272,88.90901751652534,7.402640651870221,6.566924074148858,high,clay,24.57577933035038,11.855054146270144,moderate,soybean,5.496423879330825,fruiting,10.99
+39.326919947807454,86.49078123229567,9.027485442606688,6.104216565765335,high,loamy,24.45423509844514,15.515647167814816,good,rice,4.2973427619947255,fruiting,9.27
+33.98231267296184,42.56338838317369,6.675310234742923,8.182552287744013,moderate,silty,25.078478957967768,47.291647150457415,good,rice,6.84907250519904,vegetative,13.93
+39.19403663173905,63.81899554594192,5.233536171053794,3.883842611172808,high,loamy,9.403238595572107,18.924513726724243,good,rice,11.242152387050716,fruiting,13.52
+25.993512162697712,26.65741621920564,9.79441468382926,7.376161131094268,low,peaty,17.234567603891065,40.3995098621603,poor,maize,11.562456682326596,seedling,17.28
+21.959212041566417,93.22015072246067,0.5301819290738439,9.91971498244856,high,loamy,25.05778844446872,39.9093997996978,poor,rice,4.860114459663587,fruiting,14.04
+34.95732993022966,52.341017205212246,14.537062572524263,4.509629720030623,moderate,sandy,13.665594930068984,22.86330009504585,moderate,cotton,11.094957794545774,flowering,15.17
+23.15634795102867,51.49409471112171,3.865146778726321,8.119434830993137,low,peaty,22.64017358339324,18.164675969865065,poor,cotton,11.010628302256242,seedling,17.14
+22.484584342633703,44.220429649436255,13.797932144453602,3.2149831342255397,low,loamy,24.496233338890363,19.75802214462906,poor,maize,6.386602000409678,vegetative,9.34
+20.81264980519578,56.85309957685631,2.080713795750337,3.537070410556444,moderate,silty,37.99848574357174,32.63595867934278,good,cotton,7.422184261084264,seedling,9.77
+18.241974455605884,40.14075092363584,3.9522641396463034,9.413774867651888,high,sandy,13.602153317042507,25.246360816797974,good,rice,2.490899198640087,fruiting,10.96
+21.41157652541915,49.98818182374436,3.905668665768756,1.233445206238199,high,sandy,20.377505204506424,29.822614329414822,good,maize,2.20790087921306,flowering,1.8
+23.88299371184719,83.99576388679054,14.944217110909369,2.956846103747464,moderate,clay,39.352892369045655,42.464499326547646,good,wheat,3.5411283418569246,flowering,5.54
+31.84985520364326,86.74044028681375,0.5667079130253241,5.346286280308028,low,clay,11.537645667628064,30.091855391853464,moderate,wheat,7.232053527664467,flowering,13.43
+16.56412105548629,44.33459821028129,9.774754034900688,4.616628595337678,high,silty,32.300682007660235,49.80915702953902,good,soybean,6.715632983239663,flowering,9.96
+20.26267349163357,57.52115444422303,13.110455425382366,6.662527581115281,moderate,clay,11.200423447293504,36.63335215270037,good,rice,2.126324587684419,seedling,6.97
+35.22559100729191,89.90558210240418,10.247967983358684,2.7344984532434373,moderate,loamy,34.751630047203264,18.289906325008264,good,soybean,3.113725323738586,flowering,4.94
+18.673048089594268,24.21386654637577,5.759640364145691,1.634923039316782,high,clay,22.079087807281287,29.98075128493071,good,wheat,6.193954566572948,fruiting,6.23
+23.56612866306304,91.13159695966284,14.395485759192557,4.324000580242814,low,sandy,39.02565196484835,42.53670887854658,good,cotton,10.069424091096652,vegetative,14.13
+36.61647304645351,37.53474765218654,13.456050941541095,5.719197179297629,moderate,silty,10.952623860419738,18.732061395580114,good,maize,7.411216227962673,vegetative,11.83
+18.873132778586065,74.28313953715006,6.792346343618007,6.058016533764202,low,loamy,29.07742210107924,39.17688554574191,moderate,wheat,8.878339646502809,fruiting,15.47
+17.068420890454746,66.60413571076802,8.81326314286187,6.413441711882201,low,sandy,29.33477376483356,11.337961367635154,good,soybean,6.5499809554511845,seedling,11.52
+27.11344987700027,64.23525985514017,14.52902822317599,5.937957961853995,moderate,sandy,30.16064031377683,47.70535325599837,good,cotton,5.794449312525514,flowering,11.18
+22.56048778196341,88.74881798022571,14.747125247933816,3.2117677387406887,low,peaty,8.5339067316802,36.53446997657785,good,maize,11.087485267881146,seedling,13.41
+29.08520911209635,28.125771491572905,7.022437497910307,7.880947623721016,moderate,clay,15.099634587862612,16.50281216806323,poor,cotton,10.29258735189758,fruiting,17.99
+35.095122262086875,47.762242026050885,12.786575408074784,1.7900223556545871,low,loamy,16.830588953629317,44.97178797513584,good,wheat,3.9936285454749143,flowering,5.55
+18.428712203818577,63.06021970758125,4.878713290832077,2.785184915969647,moderate,silty,16.350066281143782,13.272827235560424,poor,cotton,10.143535053719102,vegetative,12.09
+29.51747711385713,84.90310831568318,5.891286657494637,7.654402081172027,low,silty,28.62572516501002,26.23715854584885,good,cotton,4.518817528849961,fruiting,12.77
+27.6377190097466,37.31544667293372,2.889917303358281,3.517535206947265,high,silty,6.919038471485182,39.47797358397734,poor,soybean,2.391088488715993,seedling,4.0
+18.60196965032999,84.2343873099421,3.533176595262589,5.441260974484647,low,peaty,30.55275162948219,47.4962650945306,good,cotton,9.873400496951128,vegetative,15.16
+30.59996213822456,51.97107859951486,10.024662882760705,3.94477966770003,high,loamy,23.43045310927189,23.95241067356908,poor,maize,3.535976862354711,seedling,5.35
+21.84101044651929,35.11310851469563,7.906333461102672,5.562830904544029,moderate,sandy,11.054900920852967,43.22044923853602,moderate,wheat,4.8268441605291486,vegetative,9.06
+27.19585796360031,80.71891523547862,3.8514119790712416,4.119902199526285,moderate,peaty,12.914154146631038,17.870090306610823,good,rice,9.666448745702064,vegetative,12.95
+17.056808106926546,27.271912117963826,6.342189437243962,9.947871909154454,high,clay,8.415311043698383,11.404414766591344,poor,cotton,6.850805688278036,fruiting,15.89
+26.489601430340574,61.18138992603544,5.911160168023385,4.21729830422332,low,sandy,21.067059833540203,11.15043933170195,poor,wheat,8.922716602400738,fruiting,13.15
+22.661586701070508,25.110062708951077,14.816722965762349,6.643444756578809,moderate,silty,25.82224911408747,36.32681964857598,poor,cotton,2.2934622679327106,flowering,9.63
+35.55953027963386,48.51342841262301,12.876704639565,8.995088958857897,low,clay,25.33402172397489,16.168292237422936,good,cotton,5.357188943230046,fruiting,14.95
+16.42446817493421,68.0861439205114,6.125511834065452,6.7414149492827535,moderate,loamy,38.68287553420526,12.012972415589074,good,soybean,5.549470050314177,fruiting,12.13
+25.465181872958247,64.48924331897705,13.75179039399248,6.092715295986477,high,loamy,15.358811120158098,49.069901033265246,poor,wheat,4.446864766161009,vegetative,8.57
+26.46078560328595,52.37243343237332,5.468213178608481,6.123065092805874,low,peaty,31.6727945961008,19.68049073318716,poor,maize,5.752664741639023,vegetative,11.55
+33.12515190747797,54.32383951776926,10.184571934655462,5.46814639831047,high,loamy,30.307714005459275,28.50217931918204,good,rice,5.648809508153896,fruiting,9.84
+29.357189377255278,38.14156426806132,14.516424951890633,8.268223612640096,moderate,silty,7.146444321427788,34.523245564796696,good,cotton,11.440941753204712,fruiting,19.1
+31.680308429854527,56.47060707392824,6.159043527834008,1.4538167052524376,low,peaty,37.55017768526268,15.778241464972474,good,wheat,10.49118204099586,seedling,11.63
+34.4262321412939,96.26038845766674,10.35833199402154,8.966169171363948,high,peaty,37.59563715960125,24.286754427545407,good,wheat,10.212626428993762,seedling,15.87
+36.55507434145472,88.03623342270323,4.790895260408181,6.2766299822107845,high,silty,18.871731374826705,35.908273790738825,good,cotton,2.032592690916875,flowering,7.23
+22.84688741806176,31.618629526107505,4.361528576170633,8.639858991301734,high,loamy,19.61872422520077,35.59046869898506,moderate,rice,5.655310033491573,seedling,11.09
+28.45056763409757,22.38246298567368,8.825271663257503,1.0935343228978769,moderate,clay,33.685892536037365,43.68229234946806,moderate,cotton,3.560661034305195,seedling,3.63
+36.00270196098,94.68194501733043,14.699336671481664,8.823487635654558,low,peaty,22.32607294151542,27.49689731019017,poor,rice,5.062263881692547,seedling,11.77
+39.73627827412641,62.13997999045981,7.070440806442464,2.0812376725594017,moderate,clay,32.97202444805246,45.59310502211824,poor,wheat,3.686766739358412,seedling,4.73
+37.23798277609408,63.02702585194461,14.09573606959042,7.490962057531592,moderate,clay,6.264380918670247,37.28770942100938,good,cotton,2.7322241081645164,seedling,7.74
+24.28668156560942,82.45743965652179,13.758271043549044,4.748692535990593,moderate,clay,13.759471433320654,32.48420779605831,poor,wheat,7.532352036859695,flowering,12.32
+19.87916293046626,45.17511790970613,4.179557879002424,7.129651519881319,moderate,clay,8.18727448159271,14.685473042416572,good,cotton,9.597695297366972,flowering,16.45
+27.23481343516472,58.55260550688017,6.326381402722747,6.653707639096278,high,silty,20.89693182811333,32.98815648571728,poor,cotton,6.9214741222412,seedling,10.97
+33.54103629590105,97.493033051739,9.827885938165656,2.4705689236051764,low,sandy,34.89558055998134,33.78688071225114,poor,maize,4.869364041409943,vegetative,6.92
+27.31422676883244,73.77189495459257,8.011665323965179,5.631523880027967,moderate,loamy,24.94257102131142,40.35217531442544,good,soybean,3.010880190066543,flowering,8.8
+27.079521582841718,32.29960255966287,1.891398683016028,3.4950742587508667,high,sandy,23.21167385094897,38.76556269934089,good,cotton,10.606291563195535,fruiting,12.34
+35.955760527045015,30.658139838748266,14.908621436843797,6.043931585632112,low,sandy,17.813741286346346,31.1992071738382,moderate,cotton,8.387684157665344,seedling,12.82
+24.03509447667966,36.34118066664043,11.41348301756356,7.642029547475596,moderate,peaty,7.226345685427888,33.71316685558666,good,wheat,3.5182443772698164,vegetative,10.47
+36.49486687029114,81.3369339536574,6.846563554258321,1.731325731236541,low,sandy,31.824338467095085,40.89370848138871,good,rice,4.9700230864258685,vegetative,6.63
+25.17012002379309,43.63016030724928,9.463443970161224,5.641861811779227,moderate,sandy,24.97681230939618,24.05761048547204,good,wheat,9.834611695904035,flowering,15.81
+23.20582764195849,21.711107734006383,1.7698058503603369,6.558668386860326,moderate,silty,37.5837927493235,15.398844624021102,good,soybean,9.60462902565734,vegetative,15.42
+26.34974777999248,95.53394908045294,7.681873978499345,3.658307082374925,low,clay,20.118782851303106,44.97197522010468,good,cotton,8.638685174547156,fruiting,12.44
+34.061173966871706,33.577073311592855,13.997070029353573,9.577031345164064,low,sandy,19.05248727795299,48.6007510088362,good,wheat,2.9320936049776107,vegetative,12.51
+18.150050696599852,20.76465489184549,13.500713891797185,5.682725429561465,moderate,sandy,39.1021446642066,27.172193549363787,good,rice,8.448292676858697,fruiting,13.43
+19.910480396800438,38.97052819066584,5.392022259505612,2.6426538086133946,moderate,peaty,9.940512323084246,49.61239157110772,good,soybean,8.103329514624313,seedling,9.74
+38.7861206415773,38.80230296945069,8.204834025409413,1.970094356193556,low,loamy,13.832653646181337,22.907796593348053,poor,soybean,8.098873103818558,seedling,9.65
+19.387290684533934,53.76042006765785,10.612061099270878,5.87493594248829,high,peaty,22.08574754069736,12.662963763629218,moderate,cotton,10.22750240885783,seedling,13.55
+29.19318294827637,93.63118652000294,5.430134370164628,4.377145430142361,moderate,loamy,23.324050553307902,32.89838324755006,moderate,soybean,3.1853381825207165,fruiting,6.71
+29.482861666548445,90.33479342232783,1.440748662362108,2.732923879915462,low,loamy,24.205081698788717,44.72802738187791,good,rice,2.262993988505573,seedling,4.18
+27.24061155125612,56.55156439859424,7.828904022408168,1.2762863810719711,high,loamy,12.423847542844255,34.69927272945575,good,wheat,4.310827633301448,seedling,3.95
+31.118631214420464,52.87199239934452,9.223718169438378,6.09940072034092,moderate,silty,37.439681695981335,10.377085929743725,good,soybean,3.099401777481237,seedling,7.57
+20.74566814494046,64.4007269179881,0.5847032017618986,6.387402131502958,low,silty,29.622573397020624,10.473307256661144,poor,maize,9.634320190523091,vegetative,15.57
+28.816556694418708,39.47632095774126,1.885842916308694,2.276223410633216,high,clay,14.04539473458669,38.97404291457677,poor,wheat,2.7836559442556403,seedling,3.17
+24.304331381172428,24.174799357309027,3.505714332115208,6.415642447932739,low,loamy,15.29675495963468,43.81371982856525,poor,rice,5.633374528891747,fruiting,12.3
+31.54168149072973,95.13793089369652,5.546758161368546,9.567754792368389,high,silty,35.81254628457451,20.121468364913028,poor,rice,10.984649052025318,vegetative,18.79
+18.530588584328736,34.935918790173815,8.345242731043417,9.804660489907654,high,silty,18.312439262108093,28.80524227050344,good,cotton,10.974244630025185,seedling,17.53
+29.271935420986907,35.872058339657315,4.760722322015146,8.996436429013045,moderate,sandy,24.4727176549836,48.443636019498925,poor,soybean,5.582074411468932,flowering,15.63
+19.631758884583093,57.79682630831581,4.504665308894304,8.263707227521666,low,loamy,9.214937253222235,28.422963344395864,good,cotton,8.049191165436703,fruiting,17.06
+21.96607657787591,59.32906758722645,13.105565485289686,2.884310530419981,low,peaty,13.810647944525698,15.43256397632052,good,soybean,3.9690056272744174,vegetative,6.69
+20.46774500808958,21.474736776059355,2.603234291620681,2.407916642463371,low,sandy,19.580184175434447,46.46612026687532,poor,wheat,2.774138256745982,seedling,4.53
+19.57094449672043,31.836379101917657,7.684171930999224,5.004528420568191,high,silty,27.96480822551295,29.80670676777728,good,cotton,9.64612133717478,fruiting,13.19
+35.64277378901667,50.25238548485934,14.315958395573972,6.576685761866972,moderate,silty,14.807723056746935,23.77227768195504,good,cotton,2.0726636316661344,vegetative,7.84
+22.14268919152226,74.69845548084312,9.562692112182663,8.656108156075401,low,silty,38.276652929174666,13.897308896240762,poor,cotton,10.288422609969356,vegetative,18.88
+38.178094546611234,38.27347654655487,10.899479458469358,3.087667370231214,moderate,silty,12.707600316590996,28.330731883031586,good,cotton,5.367521340933188,seedling,6.95
+39.248163133629774,53.841155699341016,6.752936375163803,5.3168311046829935,low,peaty,32.26174114859468,40.78691076242474,moderate,maize,3.3229712860736784,seedling,7.24
+29.281511748427437,64.58760517731734,0.7890164232359338,6.826962177611613,low,clay,17.7609584456818,38.687373737523245,good,maize,7.056800710814663,vegetative,13.41
+18.57502806664316,91.08739956986336,9.868890341324478,5.010344690809772,low,clay,34.16903069016372,29.863506012384043,poor,cotton,11.726098377035148,seedling,15.48
+24.36370608448953,46.08564018616987,9.6629020807078,5.087743093713558,high,loamy,37.30869991610706,38.78141384104629,moderate,soybean,9.357162780548986,flowering,13.63
+34.94330658370535,30.68466126907868,2.1012007287183296,3.026054449254512,low,silty,11.545544652658384,24.03042273524692,moderate,cotton,9.600957538128569,vegetative,12.63
+24.18476821742676,59.14177807180866,7.201315847557156,9.879948144199684,moderate,loamy,22.201696472292547,39.41072810120782,poor,maize,6.070199359673227,flowering,16.87
+17.175430457569718,79.73772813472496,13.77226969765193,5.27673955066699,low,peaty,10.402805587354678,13.42936633001434,poor,maize,6.500376478042835,vegetative,11.6
+28.9196227732047,28.78878056421868,3.4737300635936394,5.794677508649428,moderate,loamy,29.703883077508216,17.969361336594957,poor,cotton,10.4361828176,flowering,16.06
+36.12802128740087,53.97467933575683,7.1859319421946,2.9670336215814617,moderate,clay,34.12833284297193,45.10893288531748,good,cotton,2.8408418147861827,vegetative,5.12
+34.89815967858756,21.422811300998674,7.185996185407546,5.627230464986368,low,clay,18.63137783902626,21.74621627857033,poor,soybean,2.5481793997572315,vegetative,8.12
+19.37807850325883,22.68473453178009,12.256041288140755,3.298146026808761,moderate,clay,18.886281603576855,18.237655778705086,poor,maize,8.893035568665287,seedling,10.79
+31.819115360311667,58.63626905733325,12.456350119776946,2.821026262451198,moderate,loamy,12.134392326053783,13.560103525405824,moderate,cotton,4.725845249354556,vegetative,6.41
+20.512606585891177,43.85578385207435,11.509406585119182,3.48150025848641,low,silty,15.728713007150896,25.718199775855307,moderate,rice,11.99310311351856,flowering,15.58
+20.455188363804304,87.60858392043298,5.799085308229969,1.0248368365475289,high,sandy,16.336257066315284,12.67928300037147,moderate,cotton,11.943614601164176,vegetative,11.44
+36.85179433262963,68.17234449011634,1.5445354127685416,6.131360008015155,moderate,clay,10.44509968699304,29.879218398198027,good,maize,8.427509266975324,vegetative,13.82
+21.241723818505758,56.314636939439225,5.567503169748204,4.487320049705589,moderate,loamy,15.848328052286508,46.76818947866504,poor,rice,6.628747988594317,seedling,9.02
+21.58118366295028,52.63482968434371,10.356972418434424,9.088201172745372,moderate,sandy,36.75399154122168,41.48537380780412,good,rice,2.078191801866303,fruiting,10.8
+15.01633476903249,59.77963841516506,10.689825330091608,1.3663645625126906,high,clay,16.388504136819645,11.62695078656061,good,rice,8.019138089017538,seedling,7.72
+36.76672585313794,23.235106497012907,14.492503037412426,1.388802707701751,moderate,clay,14.60530148443852,21.99032656419724,poor,soybean,2.894422210299397,flowering,3.25
+34.814870330228366,91.4234685136528,7.077797855933773,8.97286165581325,low,peaty,18.46247990160446,17.505771318719454,moderate,cotton,11.040506762441224,flowering,21.36
+30.68322337726695,99.86425245871666,9.67031595263421,2.139801779839071,high,clay,38.60955632993117,12.677594206144356,poor,rice,3.1465764631852107,seedling,3.54
+33.75664409847106,34.51896998869589,8.31826762547671,1.0194409371160162,high,sandy,31.760269615979297,14.34562191918632,poor,soybean,2.993042440351457,flowering,2.34
+18.80121418561229,29.63063718196958,2.683969121641942,2.610224773417124,high,sandy,12.060841114171431,46.32577490251596,good,maize,9.200648325554283,vegetative,9.87
+26.458089864689384,31.486197075887617,7.187435845915973,8.414885575878436,low,silty,31.339305828607948,22.403328602551888,poor,rice,3.5290001540909213,flowering,13.4
+23.78048468371952,72.88216465874937,8.400109742990416,8.22442674484092,moderate,sandy,31.818219475410476,25.68895504914384,poor,cotton,7.860846485747647,flowering,16.31
+17.34441315642541,72.91526707606198,14.28586928761275,4.061189897591059,moderate,loamy,38.25479761380997,29.428034732867857,moderate,rice,9.956556687741893,flowering,13.65
+27.1532621303731,87.83393298227287,5.814816288929863,7.012278255338668,moderate,loamy,36.1883288101673,39.79716392590858,poor,maize,2.022477203724922,flowering,8.83
+38.01849125856589,80.14611107410026,14.711436995065675,5.56524736602245,high,clay,8.331824409585996,41.93481896342327,moderate,maize,3.523977209216155,fruiting,7.49
+16.001477976267363,55.97517386954718,8.363351073349225,9.142614908613156,moderate,silty,20.91017894787052,48.549181714877264,moderate,rice,3.780885921890488,flowering,13.47
+22.286522837344847,69.02842892522551,4.015804027894334,1.507811278756801,moderate,clay,29.604775233043437,18.427122824564726,poor,cotton,7.540627399390199,seedling,7.65
+20.188523405142583,75.06277362944063,3.279133611729213,8.318612158629687,moderate,silty,39.06790803044653,22.042647139018943,good,soybean,9.983826371178871,flowering,19.13
+20.953666341642407,61.018917622818016,2.5545763002733604,2.5353880248471405,moderate,peaty,7.980415135405073,22.51842860859509,poor,rice,10.603380521830664,flowering,12.93
+37.710863796984384,58.05207875613093,7.067526623315068,4.524588076885834,moderate,silty,17.888146212277647,27.810351732386664,poor,maize,2.628053598919359,flowering,7.25
+26.701726355857254,71.60779565141226,0.8179332319393868,2.727614362912893,low,peaty,22.22783309394223,42.29617405695,poor,soybean,7.0847378258076095,fruiting,10.0
+26.65748532349547,64.5979639180523,6.953156608065548,7.323529686347251,moderate,peaty,19.463546773474818,19.57824342124328,good,cotton,10.6964687374761,vegetative,17.45
+34.01439106138206,71.51538442687283,14.831868036261222,7.10493561777932,low,clay,20.95224550599409,41.316870662519285,poor,rice,2.711210316714564,seedling,8.12
+18.862305100123145,69.02838191706911,10.216548537972866,5.931078415291243,moderate,loamy,17.918574890371183,18.16160073514057,poor,maize,2.25932832487416,fruiting,7.78
+27.18163385250127,77.53572484109237,11.516898757405867,7.283467331232897,moderate,silty,38.9717914944336,38.40590468789328,poor,soybean,2.470157893999812,flowering,10.1
+25.749630353026493,71.42428070263009,2.225578165414807,6.756083025442065,high,clay,33.11356726364514,41.96005279398712,poor,wheat,11.314335244492526,seedling,15.49
+29.9227672636664,61.57939891498138,7.359962491606316,7.987978501158413,moderate,peaty,30.783096911717877,44.15134963257849,good,soybean,5.992000258898961,fruiting,13.67
+39.98894258126096,74.54374490275092,4.650234964872852,3.1546598616149386,moderate,peaty,19.374547533725757,30.4114216576237,poor,maize,2.602457958128666,fruiting,5.05
+34.23622235205117,55.95855721483424,13.464414155840926,4.860213534466485,low,sandy,35.85332532975811,23.14859946555493,good,maize,11.96027633330064,seedling,15.48
+24.94664257543568,39.33369807780808,3.128740844201732,2.3646387641880584,high,sandy,8.266875052155143,40.89536933339036,good,wheat,11.543288809888017,flowering,12.33
+35.68882630685117,20.11345761071324,7.151633243482759,4.866342077981746,low,silty,10.019648419011974,22.83665828641365,poor,wheat,6.178699264090086,seedling,9.93
+19.267709082812004,64.79713177166745,9.026691916011748,7.315225762783071,high,loamy,38.39202486483809,15.923551047256016,poor,wheat,3.0320247179130315,seedling,7.31
+15.761592157724005,67.25241812869129,7.953595827888723,7.222520447059164,moderate,sandy,24.84459061978935,43.38745794782504,moderate,cotton,9.434416778701952,fruiting,16.33
+20.111209311606828,97.76391718205714,12.538531155570906,7.384842129654485,low,peaty,10.581022148423433,26.449637190281248,moderate,maize,2.5996738767715613,fruiting,10.31
+23.51028890285649,48.91826672754205,3.8560709841347856,3.778907757799209,moderate,clay,38.22009977127608,32.83335065366509,moderate,rice,8.277296767060355,seedling,10.73
+27.764518936489,51.53065942626494,5.972171101143522,6.9599257641183145,low,loamy,39.11951461674447,46.73776185607941,good,cotton,9.616307331764656,fruiting,17.24
+30.37822851353,36.14396650737522,11.985222300322311,4.307196876300443,low,silty,35.85225738683234,15.431864849369088,moderate,maize,4.125019099485757,vegetative,8.1
+37.76514293036054,25.642743618985754,8.15703547018367,9.50042841494545,moderate,clay,13.349524924356668,32.287355857823314,good,soybean,11.43423100410628,seedling,18.5
+27.746350238761444,81.82435942893925,6.330702091895381,4.090297292923049,moderate,silty,14.74728950713042,32.35058366592384,good,wheat,11.957869883549504,flowering,15.54
+27.531891115643237,39.974485147146,0.9269164638000568,6.427164106399492,low,clay,19.24404983931555,44.475652231930255,good,soybean,5.587989590542955,seedling,10.52
+16.256075245574554,68.71238888240303,11.424088648226336,7.751311427729584,moderate,clay,25.27626040503033,23.650358892946254,poor,rice,11.6367313356068,vegetative,18.04
+15.872788816405595,75.02184284363852,14.596640130518024,9.15766686123707,high,loamy,39.72634933493293,26.04856358615723,poor,cotton,4.316669041736542,seedling,10.29
+28.778999047909306,57.69893498333182,9.494161637583396,4.941357431085199,moderate,silty,38.4646741391475,30.77172647379049,good,soybean,10.020527844141409,vegetative,13.82
+25.954465331208613,90.10816904217532,12.91984769998752,4.244365973874412,moderate,sandy,37.23986705442092,16.68799928979102,moderate,rice,9.408550936801475,flowering,13.79
+35.979509874507464,55.50358727837831,7.994698276326429,4.870253577849301,low,clay,8.124670458474103,28.826455777307046,poor,soybean,2.413342683050658,vegetative,7.04
+19.016989617796128,42.79268984334121,3.8593739986387865,3.913267163948027,low,clay,31.500822082843342,27.44327176921069,poor,maize,4.59235916004746,flowering,9.25
+15.62429155292624,91.6812418369298,0.7094105114096093,6.885320410605826,moderate,sandy,35.68960514688919,17.895779000665115,moderate,soybean,5.84658075599239,seedling,10.18
+26.225969198253143,88.92514273999652,9.974274880054844,9.394450876077256,moderate,loamy,16.664783533860323,43.32090075190766,good,wheat,2.1462959159264865,seedling,8.66
+20.93696391880644,33.12319576611304,7.6500782995995475,2.134639058404301,moderate,loamy,12.685091197028264,27.24135046883348,good,wheat,11.47557816398804,flowering,12.89
+16.240359333470938,22.07688146831368,11.84042313277022,6.048298582931412,low,loamy,31.19545228604053,22.242636420739224,good,maize,4.12614193369453,fruiting,10.55
+33.114957171190724,27.198844507969653,10.572895052811916,9.07883852824298,low,peaty,8.179321473702739,15.214969464087703,poor,cotton,11.252096720469208,vegetative,19.92
+17.789824998931188,42.923791884305366,14.825309338995188,1.901030901904158,high,peaty,37.93003707517396,13.58991177481132,good,wheat,6.399089911033372,fruiting,6.7
+30.20798750019429,97.78078413933686,7.899532459474576,5.444788696896528,moderate,loamy,10.462717548969808,48.40907573560051,poor,soybean,3.273997791292115,fruiting,8.21
+22.026243754172228,64.681292252866,6.694034450258636,8.787066362744016,high,loamy,21.01382482595732,49.80613752228003,good,wheat,6.282367523302575,seedling,11.77
+19.337401258875552,49.8609385623415,4.6577254968697765,9.10406990540874,high,sandy,39.397924738348365,45.91701535212771,poor,maize,8.130976724997629,seedling,13.81
+24.493788072982937,91.09728756901973,7.414488730973479,5.629169450376248,high,peaty,39.58770757879537,28.345257285617937,good,cotton,6.746509120957658,vegetative,10.77
+35.03614440557384,56.25090651827997,13.15663643278237,1.224566960209457,moderate,silty,32.15966003434379,42.31663039248344,poor,maize,5.178567993832476,fruiting,5.96
+24.80233942261432,45.21909027208169,1.1153760239802484,1.950752605850395,low,loamy,34.37159696897349,43.37128794364836,poor,soybean,10.144557992574176,seedling,11.34
+33.76924123027639,95.2975622996526,14.679550685649737,6.280450707171104,moderate,loamy,38.850975976702514,21.992368425623283,poor,wheat,11.55933666897564,flowering,18.49
+18.137157419978767,87.96141329541425,14.90295431746307,2.1147274581971045,high,loamy,37.46003282950292,33.441162006755604,poor,soybean,2.9526041070949565,flowering,3.12
+34.31928549162698,87.49347003355527,9.168409989524577,2.3447599922014373,moderate,clay,26.77380212993467,48.27288067035105,good,wheat,7.493515006739804,flowering,9.5
+20.92333312266621,60.98277944401705,5.30739095358332,7.949053880039025,moderate,peaty,30.711594332505552,21.20271200797358,poor,wheat,5.183345856131259,seedling,10.41
+31.93482824722182,83.1550719052364,3.734210040669345,7.756228527179504,high,silty,25.78217938819847,36.51545496794324,moderate,rice,9.467781429910085,flowering,16.47
+29.144538871024903,34.34826874116415,4.509110737430742,8.584954834829247,high,clay,22.727334589005103,36.501645005898006,moderate,maize,8.348174951501564,vegetative,15.29
+38.22861793029219,65.85783660449948,1.226528684322092,1.951616228554951,moderate,clay,35.82901557851315,28.1068260735418,poor,rice,2.2768440274830253,flowering,3.18
+24.68306294938285,98.70767382780366,7.389108898008703,2.7833039298713595,low,silty,30.83087892479569,29.613154210109517,moderate,soybean,8.35146009736896,seedling,10.31
+16.65412972086101,43.27667444143693,1.3312019275338849,8.496652868727857,low,silty,35.09356596288109,28.255300491602227,good,soybean,9.243293273031837,vegetative,17.39
+15.478887138781324,83.54818633981401,10.917876114250916,7.489788478280129,moderate,silty,8.356883719189359,30.843076920598644,poor,cotton,9.706381705242386,seedling,14.91
+35.67146402431882,59.23827257664538,5.892977105226384,8.253605150452362,high,silty,25.17698086685685,15.951111839806206,poor,wheat,10.90947230178834,vegetative,17.26
+28.118390941535804,23.184454657766985,3.3907886103338662,9.9077110741713,high,silty,16.533088992188702,41.78988447980049,poor,rice,11.45321498936183,flowering,21.17
+34.381101295873734,81.04155182525339,8.400376588622557,8.77988445540132,low,loamy,22.96878924071406,36.44300451123691,poor,cotton,4.668279621702981,flowering,14.81
+20.860640000287862,33.48553155136902,14.6195099550237,5.684169257647842,moderate,silty,26.453790562279234,48.95289093164956,poor,rice,8.614477913683489,vegetative,13.72
+23.627093637830843,70.51788537062001,10.579400210767066,3.796913663175317,moderate,silty,34.60154652462995,19.82572756292448,poor,soybean,7.569207536242601,vegetative,10.19
+15.752596805282971,26.85313552375783,7.630329326510322,6.12708927917231,moderate,peaty,6.115720359551526,15.838729722971143,poor,cotton,10.2135414433399,flowering,16.42
+39.0373081143528,95.74939179967718,11.765257339190342,6.747278952110072,low,loamy,10.73941804385585,23.702162634499672,moderate,maize,2.380943579221963,seedling,7.59
+31.696697667520336,43.33791097442887,11.193408842535336,4.0178092713365885,moderate,clay,37.250600944811055,30.389656125940235,moderate,cotton,6.09695472575606,fruiting,9.7
+38.330127193982655,38.11717533419159,13.430164185338008,7.938433337362106,high,loamy,38.85447484731389,18.20038217737233,good,wheat,5.426030148883104,fruiting,12.06
+21.637410185726807,30.330912325306745,3.4676997401122387,1.8347841339209807,high,sandy,6.939793908410666,28.424041242876477,good,soybean,8.528635984533757,flowering,8.45
+30.28659028064152,95.68017546712382,12.953724855751611,8.01453565613539,moderate,silty,16.612564002091098,35.70452990857478,good,maize,6.179990183142623,fruiting,13.77
+31.962499207315947,76.95229939530441,4.864878262104633,1.2879866681375365,moderate,clay,5.340549081853418,12.246851805016096,poor,soybean,5.936625603598584,seedling,5.95
+22.93874250643971,79.3328710974471,14.144484453463908,5.481694546493412,low,sandy,31.51068046181581,40.32119452738672,poor,wheat,5.754878183572792,fruiting,11.3
+36.20273087539076,59.95236491041957,4.57544465972766,8.752928171349396,moderate,clay,28.86790630843444,47.58845122652118,moderate,soybean,10.257666161736376,fruiting,18.25
+38.67903657250619,57.978222821638674,13.939303875858805,1.778457466192578,low,loamy,24.76817903895218,20.729928596928616,poor,maize,6.833703329487236,flowering,8.84
+37.12137794240011,28.80169943931813,14.47496535972916,5.659650428447527,low,sandy,29.20814106394477,41.04889486607912,good,cotton,5.995070964256774,vegetative,11.21
+33.47667439848431,64.78728764671934,2.6096246831267065,2.4345229506518478,low,silty,23.822692439523703,26.717370449340013,poor,cotton,10.65802427285053,fruiting,13.32
+21.93661699312385,39.75331960870324,14.630248307310351,9.053341750548418,moderate,silty,13.359441145316303,36.5773064759194,good,cotton,2.018070348426505,seedling,8.64
+22.040401052640792,98.17162662403248,1.742983042224593,8.491109743302673,high,sandy,31.40168072344211,39.72064280320512,good,maize,5.187568266123035,fruiting,12.66
+39.08400801115095,83.72647520121178,3.669232905881569,9.40525518964139,high,loamy,32.41472198727291,21.798945971641203,good,cotton,8.738411573030861,fruiting,16.92
+15.257112398392302,53.03936481543101,6.9404473226556656,8.874841073770842,moderate,sandy,34.89706625756433,41.49590381586405,good,rice,3.045335625879369,flowering,12.09
+32.90124933105361,32.10730069532264,14.907161802819797,7.628979788793916,moderate,loamy,38.39268374616146,14.204453409670847,moderate,rice,7.795268685835161,flowering,15.16
+32.65615406388156,82.82653529110272,7.584164241898001,2.6640027602965253,moderate,clay,31.163956410919084,49.46899391032883,moderate,cotton,6.491947820807781,seedling,8.2
+30.567238523744937,29.76430136650528,8.480936926088045,3.7225235410201054,moderate,loamy,6.909242703664543,23.48099939845389,good,wheat,8.690684421587044,vegetative,11.37
+39.752721152171645,35.14670027976564,10.569161768092904,5.471696424772067,moderate,sandy,5.7293500041274745,18.95211061109986,good,maize,7.307840943367559,fruiting,11.71
+22.79698589409313,36.92164141953819,14.540256594957794,6.300071033632513,moderate,sandy,30.89547347465837,15.54616182770772,moderate,wheat,3.947353308700212,vegetative,9.25
+23.499296594831204,64.55125106184755,11.858595301801545,8.039650557818888,low,clay,6.961783772452391,42.48728501329491,good,soybean,3.3273312409350178,flowering,12.76
+16.973485073663888,82.9645323192293,3.7502330641436297,3.0426366536835485,moderate,sandy,16.058060940367934,33.43561493400267,moderate,wheat,5.06465106273113,fruiting,6.78
+26.06995341359344,45.145190297975375,4.893368494633143,2.1544965473226694,low,peaty,9.765596063338837,48.066811881817856,poor,wheat,11.426456468484604,fruiting,13.31
+21.526213155871204,26.77358514202315,1.915609474323604,5.343491535342725,low,sandy,38.91149665407572,35.907135618624764,poor,wheat,4.1006240766013065,vegetative,9.25
+23.584667554441104,57.16307708195353,9.844559280388728,2.420572697856285,moderate,peaty,16.073795437789574,23.62371938873745,poor,cotton,6.612435515949741,fruiting,8.22
+35.86429475639069,79.84881929279484,3.1207344448187126,7.24363122096615,low,sandy,6.930141785961253,43.45650136034243,poor,soybean,11.501068937282776,flowering,20.01
+38.38711283818739,37.73310744699106,4.232370882950803,6.180678010825456,moderate,sandy,38.23626398805591,21.249401649472603,poor,soybean,4.0201524900088845,fruiting,9.43
+19.643326800129643,37.593963843149936,13.377648000115467,7.669970173169963,moderate,clay,26.30605325102337,21.633627415213876,moderate,cotton,4.445761076918728,vegetative,10.83
+24.312723288836647,95.77816218773688,5.237957292314221,1.5709290368959756,moderate,peaty,6.263817406214082,11.131203574215194,moderate,rice,6.781853874699998,fruiting,7.95
+38.21576405288485,96.33229816953424,8.716377416135423,9.682278043997837,high,clay,34.16763639602402,20.08090756508252,poor,rice,3.050401277277251,fruiting,11.58
+16.545211517230566,99.23725856492612,6.264707127443067,1.0000498300816418,high,peaty,10.338504607044223,20.45736873217569,moderate,soybean,2.80121432623479,fruiting,2.09
+17.309013202784463,84.61276812598241,1.5734536673857469,3.928981735121813,low,peaty,33.085269560643376,21.90086030395864,good,maize,5.025085883319104,seedling,7.99
+19.069774730155736,35.054733533435645,5.761525533502224,7.116713140296158,moderate,silty,26.096311117232982,24.745143974102568,good,cotton,3.429499846575988,flowering,10.17
+29.880320853171867,36.95852166394091,6.416988944020997,1.40627866475907,moderate,peaty,11.199032512275105,33.06695931280528,moderate,wheat,6.266496449998431,vegetative,6.97
+18.761806775149932,47.21801932179136,13.487665977717016,1.7501462322184629,high,clay,31.34093184635832,18.655640805260617,good,maize,3.084345076977893,flowering,3.38
+39.20190953626834,45.45060250667927,5.204534477871923,1.6901329350539829,high,clay,20.907674146126464,35.47044068192364,poor,rice,7.874257144001098,vegetative,7.96
+26.16786318146301,96.52221992624072,5.998996236549984,6.233587540488814,low,loamy,27.333532891464056,15.33260237290894,poor,soybean,6.926332657391628,seedling,11.67
+27.53794900875416,83.1259186305355,11.85200314574885,9.063327835346843,moderate,sandy,35.43299578602239,47.236435918059584,moderate,rice,7.925180546759367,fruiting,16.44
+21.16646539513516,77.92070337292431,11.50487144256817,5.998932799410357,high,silty,14.11043404001564,11.04440941945224,poor,soybean,11.0087112370259,fruiting,15.71
+26.774006310868337,34.87705792465054,12.075136511403116,6.432142170517045,moderate,sandy,17.80899692469275,46.32791556139199,poor,cotton,5.452140476153107,seedling,10.08
+31.547840815925287,92.76204474898636,14.32967573110206,4.1140148608719045,low,clay,39.90451248250675,31.888010385887554,poor,soybean,4.683906590412295,seedling,7.85
+33.77942842385107,86.2296303604939,12.03558372672437,1.1686704278997904,low,silty,22.78400645547222,38.40181380984829,moderate,maize,7.742387779852903,flowering,9.08
+33.84670206774783,33.0913473062339,6.410318946659419,1.1945324597609472,low,peaty,24.54759360388297,21.933709235536007,poor,maize,4.470039850432047,fruiting,5.54
+29.44727781735221,89.6936265568778,12.411873495022332,8.994789698328201,low,clay,14.990348894097028,16.951951396179048,poor,maize,2.665244429109013,flowering,13.45
+37.60899437484643,41.7798029096377,7.875782165304106,1.9231519484768205,moderate,clay,19.560953841114625,47.89178835386132,good,maize,2.587508027182184,seedling,3.6
+35.43519618265273,26.469579666568485,4.526853471519197,9.998104346313358,moderate,clay,22.55431115106913,27.64015270986868,moderate,wheat,2.6623996788578657,seedling,10.18
+33.92620286746563,72.5457845211368,4.89229748789968,2.479803503601503,low,clay,14.04556542357855,29.22051605425084,poor,rice,4.374331771481046,fruiting,6.86
+16.390138042011515,72.30437275074645,3.745714634169276,7.071709995596705,moderate,silty,13.335092890040524,49.42713617265324,poor,cotton,9.29796404158617,fruiting,15.64
+15.171949055491233,27.594560765249447,2.6023978883864243,9.540599249628151,high,sandy,26.01633855524414,23.44275195929438,poor,cotton,3.5396369515169326,fruiting,11.85
+20.311181929886825,45.50814471492659,3.17511097187793,4.260603498778236,high,sandy,11.427800551186618,14.00766408002009,good,cotton,4.577687719178512,flowering,7.53
+31.588089847836308,99.42515698044308,1.416081724330381,7.609898698731904,moderate,peaty,24.37102071805568,33.476568914521984,poor,rice,10.59803350293592,fruiting,18.41
+25.279937222063644,74.27413336069895,13.382537541519602,4.157709790981016,high,clay,29.71749082668252,32.19230324078428,poor,soybean,6.368622243685135,fruiting,9.25
+25.060156482482792,78.40601332826634,13.999613239912287,3.744469510853008,high,clay,11.939016760558962,40.92417471649274,poor,cotton,2.4131757893088404,seedling,3.91
+37.11467220574035,37.03338284834445,9.008170691161483,2.8162367431789503,high,sandy,31.105732161460985,48.20312382017509,poor,cotton,4.4740584442122255,flowering,5.68
+37.38907120329597,26.302565680313144,12.687098570825931,8.38841416208978,high,peaty,17.58895311845294,22.306975068917403,poor,wheat,5.010592930330819,seedling,10.31
+37.72938160133964,42.15213517927501,3.1617809884706336,3.3164835724823307,high,loamy,39.737658824932176,38.87185790082157,poor,cotton,3.8513109840683626,fruiting,5.77
+22.84695191287568,39.91187081545536,13.574270465791283,3.5484234661527183,moderate,silty,39.26768835352463,27.38012291491957,poor,cotton,11.669336515003266,vegetative,14.63
+32.27639531848155,38.76352805984425,7.84224261464237,9.990727679788996,low,sandy,32.950812173149274,41.35091158440109,good,soybean,6.065134438947714,fruiting,16.87
+21.79082953185924,35.420345750963165,1.4738923927805487,3.945793919007878,moderate,silty,16.99522717853316,16.571078504849638,poor,cotton,5.95605978860465,flowering,9.52
+19.765245826861246,65.98045525243235,2.5490347951653227,4.8049703994884405,low,sandy,37.80235480697208,30.0342566865658,poor,cotton,11.776520548559468,seedling,15.53
+19.61581143368423,46.24827806734574,4.980158681408849,9.910499119973514,high,peaty,39.95726518228889,13.087477114768546,moderate,rice,7.48941195127589,flowering,16.99
+23.55269052158985,85.62760120380244,1.131584915143896,4.3237031087568365,moderate,clay,21.179749772962243,32.44698116809397,good,wheat,2.825160932921275,fruiting,6.79
+25.748940494495542,34.71579342779072,4.984753981252933,4.295368065122803,high,loamy,26.510628331381483,16.758944368991457,good,rice,6.434959139979551,seedling,8.34
+35.77372927637671,57.17016566948356,1.368991280223931,8.449430195924743,high,silty,5.209545104430181,48.40180278865844,poor,cotton,8.5434514609968,fruiting,16.14
+17.997277336817803,21.0926269140864,3.922400275295965,3.8073733163892287,moderate,loamy,6.523662361578083,32.17321326406417,good,wheat,7.702151741416594,fruiting,10.99
+33.373146184872354,58.53458579641536,4.3522114599184025,3.104074932781664,low,clay,22.520923383844597,31.17498353153641,moderate,soybean,10.451742974964912,fruiting,13.61
+28.286372854732637,24.467057670117956,14.918350157318512,4.8088922965779,low,sandy,26.3259855873355,48.89322894741432,poor,rice,11.628361405181492,flowering,16.83
+22.19863356689981,98.21788094981147,3.915426769573135,7.3057672051857345,moderate,peaty,15.933755089517271,29.93661147107021,moderate,soybean,2.5874479654293663,seedling,7.36
+27.32048961332061,83.24737029203303,3.968203509609415,1.389187224813388,high,clay,8.469543713406775,37.06905856178454,poor,cotton,4.552778146336814,flowering,4.23
+22.49855174442557,59.20891813091643,10.458440041196582,4.365244244967101,high,loamy,32.37952520346305,11.867261159210912,good,cotton,10.996939520623062,fruiting,13.64
+29.90204888095765,26.926988654348023,12.960683438488552,4.116204117512563,low,loamy,19.65660134446405,38.333552623742335,good,wheat,10.721014501503038,seedling,13.8
+25.846098071381107,67.39563526323315,6.112303482730255,3.203365125358293,low,loamy,27.709693738714925,14.17241495141062,moderate,soybean,2.1611171892883734,vegetative,5.05
+19.11013822697197,80.70110005615021,13.19646128914004,6.888586023139105,low,sandy,27.757041838001676,41.20938517920796,poor,cotton,7.776406123547289,flowering,15.94
+17.914576863892417,35.257380240379625,5.432059300842479,3.609910723723096,moderate,loamy,24.13935390754283,45.07383330181264,poor,soybean,5.195168049170404,seedling,7.67
+28.66739205180325,65.45666726299928,3.35673025441778,6.460584031072028,high,sandy,11.247134974930349,22.61871474257685,good,soybean,7.305465425136463,seedling,11.16
+37.560325832152586,85.13687187062943,5.279762952751991,5.539031573091643,low,loamy,26.562847016299934,45.125200562024766,moderate,wheat,4.199772022528301,seedling,8.31
+23.59894216394214,81.4598222117053,9.33566742195589,2.9547088374330874,moderate,silty,16.272940324176176,29.305469662245347,poor,wheat,9.057478573426994,fruiting,11.1
+33.325002680565575,84.23936142937224,5.823575810025069,3.399094513379634,moderate,silty,33.66938223085732,32.86304324744501,moderate,cotton,5.313586435973575,vegetative,7.82
+31.46653387349417,90.34587398957758,10.256960157844688,2.5354004797590752,moderate,clay,11.761889728769887,26.439314843451527,moderate,cotton,8.420914411621585,fruiting,10.49
+38.28887285773703,95.01456817275762,3.935570251625995,1.5096629336586207,moderate,clay,15.1901944893909,29.061685098488503,moderate,soybean,2.753133253922095,fruiting,3.05
+35.52452543247853,52.44169241628288,10.664396962842655,6.572696167944205,moderate,peaty,20.41070882045648,46.33083588068226,good,rice,11.628913031700929,fruiting,17.75
+29.16513147263657,65.50152820183018,5.537856267102766,7.05509824522901,moderate,loamy,30.900459557104167,47.89177612693635,good,cotton,4.533549176810964,vegetative,10.92
+31.425762455852684,83.25276208364886,7.11009138822805,2.493999942478029,moderate,loamy,30.226270200444837,27.83475768366229,good,soybean,6.076797316845343,vegetative,7.19
+37.45966166460087,75.77118511566266,8.58730453642199,6.538531462174659,moderate,sandy,16.798848380371666,30.574458910648037,moderate,soybean,5.8092576019990245,fruiting,12.39
+24.987969614673368,99.6416182611503,10.450262546196909,9.838762660518205,moderate,clay,22.8763210808568,14.646999341868696,poor,maize,7.959651754136559,vegetative,16.51
+23.169867646444438,21.09421208837153,3.961348531806639,1.6696188544403991,high,silty,13.19821101724088,23.024845756095896,poor,maize,3.0609304690150587,flowering,2.77
+15.270277090879908,48.41065722526325,12.621210292456752,5.413337852489773,moderate,sandy,31.962784712284137,30.529487156715767,moderate,rice,5.337960562367053,seedling,8.5
+35.663776854786605,42.4822341016162,10.966719871450977,7.597343922794684,moderate,silty,11.88484596922072,18.10331000391417,good,wheat,10.807018344149416,flowering,18.92
+35.024517510084124,40.98526801324277,3.894419825847992,1.4140827804675422,moderate,sandy,33.67714197169991,33.061330561417535,good,rice,5.977627747112914,fruiting,5.89
+17.611362952503786,37.802382599910864,14.6371311577422,8.004461445978542,high,clay,37.79024352644716,37.41132935372002,good,rice,4.376053719903162,vegetative,10.76
+29.421434528317505,76.72990726521832,10.139556369941648,9.815601133835973,moderate,loamy,39.70656252067964,35.99840181926853,good,cotton,11.03085171235291,seedling,18.36
+26.599542454172184,26.780757862025748,7.060189853767231,1.7963907717947785,moderate,loamy,34.99367550738569,27.70049971953176,moderate,soybean,7.840575328306119,vegetative,8.23
+17.967727387727788,79.32870671546706,2.784146220525987,8.400069149193328,moderate,clay,12.759464630415769,40.772764822409165,moderate,rice,6.163458707895062,fruiting,14.45
+39.51420567651809,75.47406736130188,8.231704533467905,4.407233900608848,high,silty,19.577977105019087,22.780896431653627,poor,wheat,11.38099619311452,flowering,14.71
+20.367397186583887,40.06433060007171,2.889250358993214,2.297045821906106,moderate,peaty,8.109289610175761,28.771077376646,poor,soybean,8.982076896418418,seedling,10.35
+16.68085450226403,40.2267026532129,6.727629341118735,5.43873888276713,high,peaty,10.75929759647247,20.806195530552337,good,cotton,8.695726818810007,vegetative,12.26
+29.87118448754774,70.30884682756017,6.426331579723024,1.643668622030941,moderate,clay,6.739397904007808,34.145143602626305,poor,maize,5.2757856264736365,vegetative,5.77
+33.47166692832582,80.97368843869423,10.939124843038172,5.698912673504658,moderate,sandy,27.438076903993988,27.6282813299448,poor,rice,7.597374845321342,vegetative,12.59
+15.811086151179676,90.11884904698924,3.289556127751622,1.1742110920364466,moderate,loamy,23.661549708073792,18.684509861982125,poor,soybean,6.695926421531552,seedling,6.96
+31.467940968175554,88.17116510835805,12.417134645627264,7.557502975054572,moderate,silty,37.09544858753009,22.327398194436384,poor,maize,5.991501527115724,flowering,14.23
+28.30729689878636,97.19063953310824,5.228918741734404,5.391727172304297,low,peaty,21.20526868780182,21.17872307389026,good,cotton,2.0656699679337693,fruiting,7.67
+17.58162522187621,66.51079162692089,6.937835091047238,5.130456948416625,low,loamy,27.480734690550563,46.436508786173306,moderate,wheat,4.940071183997209,flowering,10.93
+19.313096923659053,92.69244490722878,11.698944145530715,2.765723443678753,moderate,clay,19.05591149939071,30.8781710178334,good,cotton,11.7941874988576,vegetative,13.92
+29.19935743290201,84.68106186083287,9.568189795845964,4.251368402152892,moderate,loamy,34.03099637745635,36.10623353848631,moderate,wheat,9.803250379760197,fruiting,13.47
+22.40894033783221,91.57340994512109,4.966367601128091,2.636824891794997,moderate,peaty,37.423149441068496,47.38935094807415,good,wheat,8.149251603216861,flowering,10.45
+38.4578932162829,20.93012810282933,6.099942405915274,7.618510904821654,low,silty,20.110610787337585,17.288711810760113,good,wheat,6.168483399921465,fruiting,14.52
+35.46850573710127,97.27223934926488,4.933908802849348,2.7912276948972456,moderate,sandy,7.894546216671349,47.47575028790716,poor,cotton,2.769145957194953,flowering,4.73
+39.58918016284157,57.882413027718265,9.12416742551878,6.550779943465435,low,sandy,10.723754021477204,31.585488396747067,good,rice,8.094534786026799,vegetative,14.36
+21.49177097376035,83.85463916598744,5.323055731499176,3.516467509609769,low,loamy,30.21905156602672,44.248568370130094,good,maize,4.723659421456181,vegetative,7.82
+39.24309081994943,30.17632954702247,11.022616574355542,6.912839763309945,low,sandy,16.38436105060152,16.71982219601677,good,soybean,7.761511072104122,flowering,15.77
+25.780846744788946,51.67528766511793,8.906913799464029,5.864094630292081,moderate,peaty,32.48847403848383,20.917435168485103,moderate,rice,11.46988784841396,fruiting,16.78
+23.687969882843863,41.71685304167927,2.6127458703388804,4.810947684874479,low,silty,31.24158496796361,17.766841183096503,good,rice,9.8598720131759,flowering,15.4
+16.25873817423383,43.33270164007496,4.998894970858295,7.057007500694243,moderate,sandy,29.30055837637679,36.13687134951361,poor,soybean,11.605571364886432,fruiting,18.8
+16.319131446490065,29.860449596070534,3.7109879076972585,4.741498644474063,moderate,sandy,33.49759095574281,15.630456101836018,poor,soybean,10.37720719151046,seedling,13.45
+32.30028139866637,84.46110660344056,6.159541581996537,8.392335423175295,low,clay,31.47945545954648,41.70090205573011,good,maize,2.8762235354849257,vegetative,10.93
+26.448224860850697,20.73938516648625,7.981769250035764,7.566386124117393,moderate,sandy,27.14057647051194,20.01745164656796,good,rice,2.968857593985817,fruiting,10.31
+20.663040650902644,45.0004365588162,7.848061430619593,5.8657509506177306,moderate,sandy,5.147952300308464,20.21901847917985,good,maize,8.771755501740618,seedling,12.92
+30.349257658130817,33.9528434573132,11.44059331016769,8.893546143273973,high,peaty,23.04870228326759,21.244851855638878,good,rice,8.563841675220848,fruiting,16.45
+21.321452956252777,67.12311524866723,3.2429920222247857,8.4597563932125,high,sandy,25.833851257271263,39.855523818000606,good,soybean,5.798930131212223,fruiting,13.36
+29.440793858610565,40.340192209163504,14.223856024812978,5.786554551584493,high,clay,38.62260653105909,46.96863806438675,poor,wheat,2.536160984061027,flowering,7.1
+23.980218674567254,40.71987636224797,5.471254049791445,1.6160292433071777,moderate,clay,27.7668721541166,46.300400566419086,moderate,maize,9.137700717043703,seedling,9.58
+35.588805665295475,59.06705151962549,4.853608280284009,6.0939671697931965,moderate,clay,25.141581432744964,14.050168840429,good,maize,3.0492872018027724,vegetative,7.99
+35.51740401916948,72.21512314727406,10.435089383613189,4.197312906042569,high,sandy,23.941784522017425,20.497476132347117,poor,wheat,8.35409472080894,fruiting,10.89
+26.933759953060036,29.70437636521309,12.179991115904407,5.861016485233607,moderate,loamy,8.61525478098701,36.88727863693114,poor,rice,2.480979491864557,seedling,6.53
+23.77047773337539,34.040916197239696,5.987840589797974,6.824174144478341,moderate,loamy,19.96669570846496,34.74202563031131,poor,wheat,3.8188865175839375,flowering,10.67
+24.063994913977364,39.77397956756141,11.329281135962669,6.803547173655757,moderate,peaty,9.70244923742462,24.00116259622266,poor,wheat,7.565154141019529,vegetative,13.61
+35.14286314170545,97.89985712943684,13.314171363972791,7.061716391662013,moderate,loamy,6.844421270909852,44.51373293658608,poor,cotton,7.972840659901638,fruiting,14.54
+23.2044870699403,51.77219999543362,11.618653145500884,7.113417625405134,low,peaty,16.531421725036676,15.218651004741435,poor,rice,8.720246854494548,flowering,17.06
+20.22648434267115,67.91920725048212,0.9958490407770784,1.9835327684215371,high,peaty,27.59047590436228,35.56127512340851,poor,wheat,3.107200109331681,flowering,3.61
+17.117208546882672,39.32342501727823,12.496849214809728,2.7254109741156425,high,clay,35.33790672673505,20.92337902765485,moderate,wheat,6.445949304747683,seedling,7.05
+26.66732802211021,59.23676201259903,11.729973897588328,6.674869040881159,low,silty,33.36280535354393,31.086984882069245,moderate,cotton,3.338371798583531,vegetative,9.88
+27.053302472996045,25.92953395087665,10.204708453221198,4.6735514985793305,high,peaty,15.314144772221626,25.499462817967377,poor,cotton,11.363429476371556,fruiting,14.74
+36.02271776007268,22.779371673786155,11.5203250767746,7.865664807751872,low,sandy,6.60988164248232,49.18940397710504,good,cotton,10.343475066034063,fruiting,18.46
+20.5309674111516,57.49868214571681,14.701668239563114,2.1241835403654896,low,clay,19.093736157800933,29.467690950983886,poor,soybean,7.647670039976603,flowering,9.72
+24.52478184171,51.892743001472965,6.75113687336607,2.723706949784854,moderate,sandy,16.0172751732419,49.043735711575856,poor,maize,6.307345064154857,fruiting,7.78
+35.210143472342274,30.950425575346216,1.4747369068416682,6.026181781928257,low,sandy,17.994258715319816,20.200836668414688,good,cotton,5.247709599429792,fruiting,11.78
+35.59059026872434,75.0081143136587,7.182904559601892,5.506732173411089,moderate,loamy,24.568462930628684,40.71763729126169,good,rice,9.857376802632354,fruiting,14.9
+24.615276899469205,99.43227927194116,1.173288003170195,3.3975743857902097,low,sandy,6.064473312750671,38.68232500769238,poor,soybean,7.097685784830061,vegetative,10.49
+26.478100582167023,51.651745695737,4.766630917282686,4.6750891915464265,moderate,peaty,17.978200773057075,43.90581149848404,moderate,maize,2.12132615965729,seedling,4.97
+22.582147271232078,69.96469087339156,9.009756981053004,1.3148315025098776,moderate,sandy,24.5521658320145,37.7442985503626,good,soybean,7.703419212178231,seedling,8.02
+38.3138719604828,97.03807538915883,4.989531947429266,1.3333429719493672,high,sandy,20.083980483828466,37.294363924821695,moderate,cotton,10.570360851790577,vegetative,10.07
+17.966094143539507,86.52279779575002,10.43823106568831,1.8543430254238449,moderate,loamy,28.35301299792102,36.42831029114468,poor,wheat,8.065435744361807,flowering,8.56
+38.343735575036746,57.08417786421486,12.418801751442956,6.191132078805045,low,sandy,11.514612717147754,49.40206288305688,good,wheat,2.7052755476532866,seedling,7.46
+32.09666129588358,78.99915875679355,6.596368099553285,8.773447731518383,moderate,peaty,10.38398382423263,19.123911043114585,moderate,soybean,7.904437902994629,seedling,14.36
+28.28930381716828,30.250803220041924,13.552000293748552,3.342009603336176,high,peaty,15.7756048428623,11.204547394376476,good,maize,9.498838513920465,fruiting,11.13
+15.816476519612396,60.968308437103936,1.657664504580803,1.3054584675107823,moderate,sandy,8.560523464853047,37.1188345773567,poor,maize,9.385054346725529,seedling,9.27
+26.88990479555021,42.32482217439493,12.681640880906524,7.377643918470812,moderate,peaty,13.26916542766986,16.893510799422383,good,rice,7.415765425422046,vegetative,13.6
+25.193702625068305,32.89309503169289,12.514310608869836,8.698170151045598,moderate,peaty,8.041656015523408,37.17535720643888,moderate,cotton,9.529555625684992,fruiting,17.87
+19.030470299378063,54.10247250036279,5.168911496738091,2.2435550673679154,moderate,loamy,19.069221375992026,22.78741643318802,good,wheat,3.1788185978361145,vegetative,4.63
+31.410240087516424,30.48116435468916,4.831370213306917,4.471729263463601,moderate,clay,29.900962535681312,11.734068696259516,poor,maize,4.615258427418743,seedling,7.26
+39.27877268420714,75.91880865395885,4.923877226725933,2.428631565311843,high,clay,15.028832824933607,40.79071968896322,poor,rice,4.270366437351795,flowering,5.33
+29.05472027661313,56.49920352426684,12.26520882899396,1.957216875484287,low,silty,5.130582017233957,12.065926993552974,poor,soybean,5.4865098613970975,fruiting,7.36
+32.868831911098646,62.49157060517311,12.55897557034783,6.8335168462693705,high,clay,24.497360240368184,18.96553262540092,poor,rice,8.367136802582012,vegetative,13.26
+16.71126131415042,31.71007509345256,5.28097565300118,9.70782828560318,low,sandy,29.217954152629847,23.456345351807087,moderate,wheat,7.13987185433256,flowering,18.21
+25.441674895424867,31.18173288747956,9.092560037944695,7.10349063058686,moderate,peaty,18.69606638293576,15.309978023240015,good,cotton,6.670348825754017,vegetative,12.88
+17.908962129112396,66.67323482080992,2.51453182688659,9.863331965268564,low,clay,15.394996546263828,46.54276643572504,poor,rice,7.638254420918138,vegetative,17.46
+30.31989588841276,98.80077982635572,7.297291705074821,4.909557484632622,moderate,loamy,22.172322981817626,34.8734596366722,moderate,soybean,6.008173456570673,vegetative,9.82
+38.462053955353866,27.70004665901805,14.982496337405305,9.080828099446242,moderate,silty,8.543388267592729,45.01583787225752,good,rice,11.64778919009894,flowering,21.63
+31.544443311790964,42.8585142852625,2.8031676417405795,2.8457580219967413,low,sandy,27.53741769967054,37.282082518303056,poor,soybean,2.133415087526403,flowering,4.95
+16.92007620786054,89.556729323031,14.239658279420857,2.061139303097138,high,clay,30.66540020747365,49.67781624014647,poor,rice,5.084557562720903,fruiting,5.18
+23.866655124627076,25.781760980418955,12.451693468492614,7.322680458211927,moderate,peaty,29.662073701038874,31.006111954426373,moderate,wheat,11.85573940447684,seedling,17.03
+28.766584486021287,90.0708577093561,14.597112438720911,4.342674977763722,moderate,loamy,16.50334290722094,12.150529651812985,poor,maize,11.237533001050508,vegetative,14.75
+25.080193903331303,61.9428786699801,3.1038920288527287,3.8591884247239134,moderate,clay,34.494873255587024,16.43434577430726,good,cotton,10.332839429087834,fruiting,13.56
+35.841100261879305,52.66134191411407,3.5960181114287817,7.0415252019789225,low,peaty,38.13970697007825,33.53730647874855,poor,soybean,3.5503577419873418,fruiting,11.04
+35.366775117749725,44.77444514811647,0.7445741351554509,4.001356375925393,moderate,clay,15.397597804784116,23.909141562305734,poor,wheat,10.067716121967743,vegetative,13.28
+30.295775502580536,43.76937265022735,11.00817628727628,6.153023550236692,moderate,sandy,14.195171555074822,14.51571203861134,good,soybean,2.922240215618497,fruiting,8.95
+24.336448628317637,44.4642065959583,9.839373054824692,3.695095956351739,moderate,silty,29.64370159051221,19.525589676745952,good,maize,2.7801808409903863,vegetative,5.55
+21.3834093440811,90.78424647681568,3.081948855708615,8.053818293901262,high,peaty,29.78986856027707,28.982829214700462,moderate,soybean,2.8097342411342168,vegetative,9.15
+17.646857955328233,77.90361841398284,11.971602000360043,3.8114950644578394,low,silty,22.86460977486185,30.727274808653725,good,maize,7.824157032249987,vegetative,11.25
+23.87244208716385,73.57784062649205,4.8383348389100185,5.814947300465982,moderate,silty,37.31620012592445,47.38325035213443,poor,maize,8.899243176542926,flowering,14.42
+25.329312930192987,83.89993191616006,2.4574357552942097,1.2085847532731058,low,loamy,10.121025858748531,13.627169932270236,poor,soybean,4.560600447224465,fruiting,5.81
+31.89557312760184,40.5691730403316,6.6271586427805484,8.125577050225534,moderate,peaty,21.707848194467665,24.31229800669604,good,wheat,8.529931492001577,seedling,14.52
+31.45399560743933,69.44342496654045,1.819062802189413,6.583039973397785,moderate,loamy,6.232240502502596,30.241968455645136,good,rice,6.581546590178904,flowering,13.35
+16.752703491031426,56.80529911663608,4.3170330159620764,2.730133602936061,low,silty,6.84295797063402,14.530703238887831,moderate,wheat,11.735418617451048,flowering,14.83
+24.881482885778944,82.59533081601546,5.884333697196519,2.938360384819226,moderate,sandy,6.87895869475244,37.512080931066976,good,wheat,5.441293584752265,fruiting,7.48
+19.54447168043405,44.74048883786284,12.852030530455172,3.3624362665433982,moderate,sandy,22.212586058002028,30.60112365269083,good,wheat,8.831900513747426,fruiting,11.85
+18.920317632920145,71.45428934959166,11.99195674875171,6.1887709413600565,high,clay,25.613759355492657,28.380476707936836,poor,soybean,3.279122061493702,flowering,8.32
+35.68255374343114,90.57699294538509,6.919937143383965,5.934846997837207,moderate,clay,5.122062377946496,36.24322295328359,good,rice,2.587449388882896,vegetative,7.26
+16.047880417906438,52.172038095594296,11.00633833740962,3.4647734767770046,low,peaty,27.13912414068031,21.512587641760486,good,rice,8.259333948961814,vegetative,11.24
+25.479571897553036,25.32976698939692,8.745419724595573,7.246560627793032,low,sandy,22.13952632488857,23.57308406730377,good,maize,4.535633293329088,flowering,12.99
+19.20509139416296,61.28406578734342,5.442206898631987,9.00137049340358,low,silty,12.83306601215822,16.50793993283269,poor,rice,11.149125173056625,seedling,18.29
+36.98325539196185,47.67779902456208,11.02517798068163,1.3916392988818462,low,sandy,5.528504272677851,30.94903873483865,good,wheat,2.1575044768828078,flowering,3.61
+28.92601283187588,73.778030443774,10.410737739762482,4.754769740404133,moderate,peaty,10.463611994554991,24.89635014996725,moderate,soybean,11.41579328964182,flowering,15.49
+20.7845159094212,96.08263397988848,9.476869411807227,6.3416810669032895,high,clay,26.01162824570218,20.413234557029355,good,rice,2.204657288067845,flowering,7.76
+27.56068217915941,58.84866543974776,9.460355055127131,6.277916831832995,low,clay,28.05940713089941,14.989688310174074,poor,maize,8.475831120940567,fruiting,15.04
+33.2871589925779,57.29521841244271,10.403238888741162,1.1758181229055968,moderate,loamy,27.64714206541188,10.92900817060642,good,rice,10.440387762701974,flowering,10.89
+38.95295022298585,72.36678401531682,6.0759099333168045,2.895094592637445,moderate,clay,10.360681203771094,17.73409085765005,good,soybean,6.299530565772889,flowering,8.92
+20.511150106135474,28.27980028748541,13.101599318481684,1.556476491809094,moderate,silty,36.892500990077934,19.897047873056813,good,wheat,8.600934482760543,flowering,8.92
+37.15454430323363,40.28049511400117,2.853463759698682,6.120685652949407,low,peaty,19.38332257437792,29.4174522699452,moderate,rice,4.937196825228485,flowering,11.84
+38.357602854187256,93.51834604003189,13.316339216967734,6.808508989025205,high,clay,31.88025976610475,19.639864938309447,poor,soybean,6.647347115673467,fruiting,12.04
+37.91051361330166,73.5954090691013,5.463086723963919,2.437679470811298,moderate,clay,10.826832889671522,42.70613974669939,poor,maize,3.7309586098688623,vegetative,4.71
+30.88535892154775,21.0755235186733,2.312958426325027,3.9971000740786535,high,silty,21.46990493488696,28.96515560513972,poor,wheat,4.28935340367148,flowering,6.79
+30.74551636086769,36.37003780472159,9.200397338847385,3.9682336903841895,moderate,clay,23.253241208503088,34.95243057267013,poor,maize,10.942912438342338,seedling,13.67
+25.080265829595568,74.62698128231193,5.951806701520876,8.37822098430805,moderate,silty,31.962433778991624,18.317533779160687,poor,cotton,9.102442307694544,vegetative,16.31
+33.8099470575947,81.15193620500594,12.32474604300103,2.7519346407622,moderate,clay,26.75316272483641,26.645125158974334,poor,maize,10.420670719974376,vegetative,11.71
+28.282350458773298,87.18876581392335,6.746389293667126,5.934827091930926,moderate,silty,18.975587118520806,34.11109427858056,good,maize,6.076130643714405,vegetative,10.59
+31.935951780707363,43.37414427056359,10.194156620650592,8.04641961250796,low,clay,14.888012718810824,22.44183551729547,good,rice,3.276098041351774,fruiting,12.08
+25.711447596219884,94.482287702205,4.9697408478199705,8.46620373607343,high,peaty,39.05348627677807,23.44789635624108,good,rice,11.127119172155563,fruiting,18.24
+33.287411601078475,64.2357514862314,3.537059437867432,6.999094848562597,high,loamy,14.958549768702753,42.297007341677634,good,maize,11.658532473656331,seedling,15.77
+35.61178794011373,75.72312179103143,6.126710948757945,3.695749770356946,low,loamy,9.531587214902476,43.4872548129393,moderate,soybean,10.519765842901563,seedling,13.28
+18.660906415070404,67.73910902239264,9.298713601735283,8.407419173459706,moderate,sandy,15.514584175114951,31.3176372968732,poor,cotton,7.630358374015181,vegetative,14.95
+35.8232428893557,29.81920437396964,10.0257277185646,7.679494243901139,moderate,loamy,16.44277398679378,45.8564302123641,good,rice,7.011020975511078,vegetative,14.06
+28.507413294757683,97.0491727507904,8.883996646821267,7.340222204463423,high,silty,9.47508281631602,39.46728011985357,good,wheat,10.948582331141742,vegetative,16.53
+36.11664772725561,29.83004639153221,14.826807920049578,1.6060185899650643,moderate,silty,29.78507858357474,12.21206343557203,poor,soybean,6.11788747380415,flowering,6.37
+25.782542658525365,40.39055651289469,10.520807704179896,1.389383925863946,low,loamy,26.670775497976223,32.37893788072597,poor,rice,7.869909890102756,flowering,9.0
+24.476012134575875,85.09023041783841,14.007034600155308,7.258287679314216,low,silty,16.081541711921936,37.91173189627473,poor,wheat,6.142095823888894,flowering,14.77
+37.87651831293056,69.48775692008812,2.2100313259800304,9.503153211105376,moderate,peaty,39.75500329104976,31.635393261140976,moderate,wheat,2.785371211849576,flowering,13.49
+21.279231688710038,87.05193323010856,1.3899074822954436,7.963515352567175,low,silty,27.925387560801752,43.27903401271119,good,maize,10.861179203432128,vegetative,18.75
+36.10530813215358,61.25889506992359,5.009423179173329,8.483280098443197,low,peaty,29.61148853470195,22.03348519472284,good,cotton,9.221902531752402,seedling,15.78
+27.1005143127351,50.15945882933079,2.480539606458147,5.904840527648114,moderate,peaty,24.50139275363443,12.619165325896446,poor,rice,6.642739077070831,seedling,10.35
+27.85238606378149,93.7476399638228,8.125093659309881,3.7412752967926655,moderate,peaty,24.305115920517565,35.344821151405114,moderate,maize,3.623522872116863,fruiting,6.1
+22.7117070372371,22.900185401183588,8.025228176087541,7.099632070901958,moderate,clay,5.700779330239772,39.23202452183212,moderate,maize,3.76975480935914,fruiting,10.55
+29.32605501547539,88.49041762824368,8.838183913437277,7.407737879434233,moderate,sandy,31.981719693916297,40.610154731646574,poor,cotton,8.640599652511412,seedling,13.61
+23.130279906905283,38.46542281502253,11.305804272050556,7.078221745246062,low,silty,36.875926570795954,10.442420937423648,moderate,soybean,11.371855172500853,seedling,16.79
+15.981735356041307,87.89890622031743,14.584280653078638,9.520381510473884,moderate,clay,9.27923921823612,36.93512993299737,good,maize,6.285111608467023,fruiting,16.06
+21.7999651336089,31.13572907335085,13.234751025867624,4.304611299381008,moderate,sandy,32.84706675825046,10.8291113720873,good,soybean,6.447689732923471,fruiting,9.61
+15.159476085164767,66.41751709524324,2.216324973845933,1.3569178506020516,moderate,clay,23.70074527522606,40.99144066431784,good,cotton,8.856763970024971,fruiting,9.55
+39.458869676421415,91.04863352091776,5.40844848717453,9.175999174816685,moderate,silty,14.985820653069563,38.1242056252638,good,maize,10.550511443890796,fruiting,19.88
+39.14368024549368,57.88317175191124,4.209433863196607,2.444492069686732,low,peaty,37.23094236930124,32.69655614567761,good,rice,10.037587283882033,vegetative,12.09
+24.878882436807626,79.72533390427144,3.0638516878069955,7.275865054486893,moderate,clay,5.607981572579522,30.252976239017883,good,soybean,9.14673316148497,fruiting,15.84
+33.20927135849115,84.37372942844468,8.398510711508877,8.85883995795416,high,sandy,14.592049541129882,38.604314522010725,good,cotton,4.59094720260448,flowering,13.28
+23.645152460260626,78.91953669734234,8.522333829474592,3.791272582131717,moderate,sandy,36.01874406841739,12.287812334278389,moderate,wheat,3.7160469646600474,fruiting,6.85
+31.7773289271494,94.02637894996786,3.795050004376889,8.473737167694338,low,sandy,21.83550727977541,43.28757469286189,good,maize,2.0718678430164763,fruiting,11.14
+35.135751076149475,55.74673844159429,10.82251012944694,3.988523136442997,high,clay,25.96226315730188,18.04904751620537,poor,maize,11.69560188461126,fruiting,14.24
+38.66890611730602,33.85003513321246,11.127257337957824,8.148321354126248,low,sandy,31.24187980870527,29.11155452503368,poor,maize,6.33556875138044,flowering,15.94
+25.0053068962418,23.824885096198383,0.804209925092033,1.6284687667635316,moderate,loamy,10.17907656781685,29.471976989631997,good,rice,3.989045578009528,flowering,4.81
+34.582449573901194,39.716789571000405,6.238486703973591,6.897186988038349,moderate,sandy,12.531128634770814,41.08494132164495,poor,rice,3.224247606295629,vegetative,9.6
+21.64821126580297,31.45580031041937,13.407039297423506,7.094242725209165,high,sandy,39.952009849899056,17.719642816010058,poor,wheat,3.495311952626471,vegetative,8.72
+39.75830759484121,64.63589931475843,8.044619819535654,5.422832470728608,moderate,clay,13.31084471896798,21.989989557562637,good,maize,5.351444807314625,vegetative,9.3
+15.644239969108778,34.795626976938564,5.540603120865417,7.183817774764397,moderate,silty,23.872087722332115,36.52431842530974,moderate,cotton,10.58621342697776,vegetative,16.64
+30.088220162528025,23.11469658314969,4.178304198129387,9.30865303498457,moderate,clay,15.45475444708899,26.51086965248154,poor,rice,11.702955901445987,vegetative,19.68
+31.48764954128318,22.879186309493427,4.028640538815093,7.604693424714052,moderate,clay,34.799688212677744,21.954544922249745,poor,rice,7.071750431753127,flowering,14.92
+32.20113892685322,86.52555986918892,1.946636490836692,9.65166426086194,low,loamy,38.6614540056043,34.856928898929525,good,wheat,5.184621623010818,flowering,16.41
+18.009689469727224,67.31599451544199,12.349783076849835,5.037510824668646,moderate,silty,9.94523449014334,13.462887610257376,poor,cotton,3.7546175271667295,vegetative,7.37
+38.46324458682826,48.646824151470256,1.7565323782154827,5.754616585335614,moderate,clay,26.02007118339248,41.59114287675771,poor,soybean,4.874196488063942,seedling,8.69
+19.529581976252068,91.53824341921975,4.738274104996329,3.3736482751393613,moderate,loamy,33.40517865515204,30.989968689371786,moderate,rice,8.190338904635894,seedling,9.87
+30.568835080996028,25.615728912617087,1.1622982092121217,9.870415010207816,low,clay,33.80597520492664,18.24082037234893,poor,cotton,11.452566605861149,seedling,19.28
+20.566901978077123,98.42576581822608,11.830105260993657,1.4962306164514514,low,loamy,20.4156690030612,26.340636692023097,good,soybean,6.911196313265468,seedling,7.88
+22.68041042553177,69.30334322035688,1.0696133922884616,4.227583758551292,moderate,peaty,12.888171963980712,15.243072051126475,moderate,rice,3.398168186205658,fruiting,6.75
+28.66146354320311,34.67714031750788,4.970366006089022,3.679274482917516,moderate,sandy,18.549897413935497,34.66324451717405,good,rice,11.461834014370536,seedling,13.67
+25.42983546411441,74.32552791815749,8.812811866256629,4.478605418152499,low,sandy,31.29034481584892,36.77202525273511,good,cotton,11.628614308014722,vegetative,15.65
+19.005640024412656,81.070500782685,6.438639724254935,9.25946074467879,low,clay,39.78222622982352,26.21143712402691,good,rice,10.951615520526008,seedling,17.97
+19.273410060521208,54.34742266966196,4.592930475111957,4.312340866616633,moderate,loamy,24.400122275800637,23.58761952990552,good,soybean,10.59159521820836,seedling,13.03
+25.453619704069997,88.9306084996438,4.490241550199354,9.252789874300005,low,peaty,11.829354302719285,43.991389965646206,good,rice,9.774253938184716,flowering,20.74
+33.93207445688752,32.058592583717626,12.067959437090616,4.810049754968825,moderate,sandy,6.467716836978501,33.04276974844434,moderate,maize,3.261560718350463,seedling,6.41
+37.44911617119472,42.307006686208666,14.622682378765054,8.692918922981875,moderate,clay,38.02914439641811,36.68085088180601,good,soybean,5.2721809041163485,fruiting,13.68
+17.10319155648457,27.47938892671918,5.546595521507505,5.695750886506019,moderate,clay,21.90616207952977,15.100764536077936,moderate,cotton,9.541512659061896,flowering,15.64
+24.827597688985023,36.87022724858817,1.0676099473307397,3.8021755908548345,high,loamy,30.080743398119992,38.53301177046315,good,cotton,10.662601332283664,fruiting,13.04
+17.506139093071916,39.0983049528916,1.030203779682072,5.0441481907109855,low,silty,28.106336230114994,27.784430980923904,moderate,rice,4.274504844612353,seedling,8.22
+15.414812015814949,93.4106552737368,11.508594520555413,4.819429710803831,high,clay,36.180494945268975,24.666736911481365,good,soybean,8.208910800805135,fruiting,11.61
+31.542967066098917,26.24877510009249,8.50936241333234,3.3392265587699583,moderate,peaty,14.313170039179408,47.17616798595206,moderate,cotton,2.5903583105174626,fruiting,4.67
+30.06123604916469,54.19320961501676,11.862093532551292,3.606748569927161,moderate,peaty,20.46020326490018,12.15735948783883,moderate,maize,10.55917112715835,flowering,13.82
+19.07547784537216,62.59189497815304,10.613706649184335,2.6780852917994897,high,silty,36.976729119456266,17.82425619597806,good,wheat,5.474555182175657,vegetative,6.3
+20.845320827326603,91.89544430417288,13.65884206434825,4.024005014868475,moderate,peaty,25.49516671257772,25.001603443481667,moderate,maize,3.9660126700208136,vegetative,6.59
+15.59269384111296,99.81569749289709,13.34445222017604,6.61965222924254,high,loamy,7.49765727403437,22.961603884895798,moderate,maize,10.376413849300542,fruiting,15.61
+35.873680142360094,80.27104919358686,11.930747236507072,4.479023518386681,moderate,clay,11.80694617900549,30.42735400175296,poor,soybean,3.705314684598666,seedling,6.53
+39.36726490121379,97.66327924552236,7.390242820611084,7.41090889833663,moderate,loamy,13.302525596009517,26.036082102438503,good,rice,6.606890046251113,vegetative,13.11
+18.38648841986727,82.96809060286989,4.9678329102558605,9.882803527191578,moderate,silty,39.78249226475389,41.53156235361003,good,cotton,2.9556534497300584,vegetative,11.78
+20.78688034413245,97.05621127771332,7.851888417947279,4.3939097153603655,low,silty,12.844864651989354,40.7200221266627,poor,rice,6.449943103573109,vegetative,10.71
+36.71023809867335,76.58165807555642,7.780038306137442,5.163752926806552,high,loamy,35.43894250653863,40.894991041478,moderate,soybean,11.241445320401809,flowering,15.26
+38.16159494890462,26.381074036085685,9.348995458895397,2.4769914125328785,moderate,sandy,7.733347748227652,24.77418210312049,poor,soybean,8.936157746862644,seedling,9.85
+25.49068457017026,52.15361495941412,3.1984147328521093,4.529937572013845,moderate,silty,11.36022427041829,26.294739110457964,moderate,cotton,11.84359018132439,flowering,15.8
+16.265561806726854,71.72778270419764,10.006488266452337,7.541492057116114,high,clay,35.52193240844995,38.81847714070102,good,maize,6.480233644610141,seedling,11.03
+15.984795842320484,48.05748075634008,7.120713400984329,2.956643197682165,high,silty,36.46277668564086,14.967934655477231,moderate,soybean,10.892118317407796,seedling,11.67
+29.34874665172526,41.87071344910229,9.492970063142458,2.638486437897063,low,loamy,11.166868818348044,44.0767846863457,poor,cotton,11.112604656026653,fruiting,13.66
+24.82237772232948,66.19194137064727,3.974269932333412,4.3873738628427255,moderate,loamy,13.044826446943508,31.650329512527765,poor,maize,2.9044946123210087,vegetative,5.79
+15.716310689441364,94.6801501361948,6.798725961221647,8.367845371459584,moderate,peaty,23.56985659662561,43.94180881779662,good,wheat,11.790326794289063,vegetative,19.0
+29.58130980781392,22.798549881292285,3.547917609561544,6.612914707403351,moderate,sandy,6.843903323666511,41.74411923742853,poor,wheat,10.92200518172521,flowering,17.75
+15.282563414725562,81.53849628331501,13.191924772973625,9.618214398279456,high,loamy,38.08494586093762,24.975323415019165,poor,soybean,8.263999604444086,vegetative,15.93
+34.684298953731826,77.81818224357016,7.575435153102295,9.14086391434863,high,peaty,17.672685378208893,14.062388399961478,poor,cotton,7.36427009223414,fruiting,15.55
+22.660820567584288,97.11627403106296,3.762230525820276,2.360234771409181,moderate,peaty,22.125078802445312,46.83320963239921,good,wheat,5.851786509493173,flowering,7.01
+16.006450075230802,94.45689778660348,1.0975260882524212,1.3829749714649315,moderate,clay,8.676692429464186,23.7842139886636,poor,rice,7.86270844138066,seedling,8.36
+29.708805524578835,80.97860496353543,10.298210637476355,4.591852607752788,moderate,peaty,6.139062209041785,24.949667622279502,good,rice,9.366202381209115,flowering,13.28
+24.94211036082637,61.632701174607895,3.6123483528514577,5.698715309367756,moderate,sandy,21.373591726446296,46.36194004196507,poor,cotton,9.085789947886392,flowering,14.65
+39.34501033392874,36.34140425868159,14.848941788622286,5.640135536968431,low,clay,9.258357953001603,46.69388811674355,good,rice,5.003104591757237,flowering,11.17
+28.604966562592555,63.61885746604595,8.23865541451999,2.2069654099394977,moderate,loamy,27.06115408782744,20.51624747577008,good,soybean,8.717120014279754,flowering,10.28
+21.88097952592521,81.22815951357231,4.690166445596465,2.1233568893914936,low,loamy,32.80684561676773,13.558251225842607,moderate,wheat,2.046533553123591,fruiting,3.92
+32.735971615849365,91.65353701103145,10.03632278999314,1.4217468020128332,moderate,peaty,6.108489610301156,10.044321049218606,poor,wheat,3.69839372361662,fruiting,4.16
+21.787300063567784,83.17696073684392,4.49068888985224,8.657739334498604,moderate,silty,26.42778758543742,27.531779384878256,good,cotton,3.518676667932289,vegetative,10.74
+37.60608228518913,35.62135481528432,12.393977261691324,9.52969724261361,low,sandy,33.54693627525477,32.74293606509537,moderate,maize,9.41023530898808,seedling,16.98
+24.36804926268441,67.97490513824475,4.969422738484157,2.041165181961745,high,sandy,20.379979283619083,20.81352012528587,good,wheat,10.96975700915981,fruiting,11.53
+28.74671406940513,46.57387676250856,14.829592119740685,2.9181013169420043,low,peaty,38.58966323450477,20.389986043952657,good,maize,2.863421417490998,vegetative,5.74
+16.26432759560572,20.73645339125144,9.274599388956757,1.808765962614193,moderate,sandy,8.891821734229744,24.271401815918967,poor,maize,11.118311155304635,fruiting,11.97
+25.65303094880577,36.01767486309328,12.74396165966862,8.897519540267513,moderate,clay,16.304456220811133,20.5234041181364,good,cotton,5.066143160692501,vegetative,12.82
+35.809088491524875,29.057651994675943,1.5558243088871222,9.628378601826167,high,peaty,13.052626187744972,44.33753618208976,good,maize,8.226776198539454,flowering,17.95
+35.14122013408355,87.41752988315748,5.550341552099729,3.3561691904880107,high,silty,39.86669044393412,35.71369564451217,good,maize,3.639314527329634,flowering,5.84
+20.60796397133816,40.68050017182496,11.19356274940917,3.732254469418374,moderate,loamy,15.296172397195257,43.15787331528932,poor,cotton,6.027953118878323,vegetative,8.93
+20.651976775264067,42.77583751100444,9.99835575143845,4.264027159716456,low,sandy,18.577436193790493,44.4191299842205,poor,cotton,6.619528594537334,fruiting,11.16
+35.43263280533092,96.79492574391074,3.316525260789488,5.522173834426582,moderate,loamy,34.66657713981438,27.40039784024557,poor,cotton,5.7457347322292245,fruiting,10.29
+38.259960504233135,50.32693784390817,5.664942492390793,7.142148807804341,moderate,silty,37.54872277952446,29.10309794519893,good,cotton,10.22130454102621,seedling,15.12
+17.384023031825087,20.766851211551565,4.319929408569344,5.539515249291617,moderate,silty,37.821153026376585,49.112783947705786,moderate,cotton,7.835833214989567,flowering,13.68
+26.25146598565563,42.707691867690926,9.393867461546725,9.55901423508617,low,clay,24.53588135271793,42.67359649455403,good,rice,6.961354680999323,flowering,17.87
+23.436356974105724,29.543966448145,5.496239327152237,1.899041126693488,low,silty,28.21557791167886,41.91577283304437,moderate,soybean,9.83968671091205,flowering,11.83
+36.76721138643599,28.224684938868315,4.981286509005073,8.187449610475568,moderate,silty,17.221010436719588,33.348528290905755,moderate,wheat,9.093542898887565,fruiting,17.45
+17.088122867000468,26.19898321085996,3.506980716326954,4.01034781732124,moderate,sandy,26.25055552725984,28.446010381864117,poor,cotton,3.048589575499342,seedling,5.52
+20.278148563950936,67.46075761403019,6.430893253262401,4.397929192778928,moderate,loamy,15.596182395787483,45.78442786592881,good,maize,7.1784418395714,vegetative,10.62
+33.811708439662354,35.147817890388694,3.334787557850027,7.379464993392029,moderate,sandy,31.110992472576285,42.1822784634884,good,wheat,9.978891136807936,seedling,14.95
+16.28234622453039,48.89942352328084,14.45725901697567,9.364393988869413,moderate,sandy,15.752354079316603,30.67155629337877,good,cotton,8.38005632811716,fruiting,17.88
+27.31338451785723,88.96141729040134,2.7402762666818994,7.445807006982191,high,peaty,35.77937478847225,20.819632078961963,good,rice,9.128336320655547,flowering,15.86
+26.052675866993,53.94705118370205,13.742918366902256,7.98274517841457,moderate,peaty,10.021936124525698,15.891176158258666,good,maize,7.733399118361485,flowering,16.12
+23.360029474718715,93.255308004131,6.712859923270439,7.75701317942919,moderate,clay,25.013179520195884,32.10822834218497,poor,rice,11.28042331903119,vegetative,18.19
+24.86430788297309,59.8350442716485,5.97905687764497,3.888807453853524,low,clay,23.223642369623168,21.84120079271799,good,soybean,7.144696588833759,flowering,11.7
+28.248514673255823,51.90692918718046,3.854137113120308,7.812373898640231,moderate,silty,14.230111603799678,20.56863144612159,good,soybean,7.637392354484439,flowering,15.57
+19.03418395970958,80.03111416725613,9.718466848329028,8.060686841978214,moderate,clay,5.98007382119067,14.231449374428768,poor,cotton,10.79198499945756,flowering,19.02
+29.29989695708982,25.85400790144017,10.440156217657128,5.800602885854615,moderate,clay,10.198679023892794,11.378908795666227,good,soybean,8.147557755051787,vegetative,12.78
+35.135808232499656,27.158270638593397,7.279778952660053,5.830806148001347,high,silty,38.87829082917525,41.33415290276879,poor,cotton,6.375871697542985,vegetative,10.43
+34.00402324475398,72.15789711383685,1.30774998755465,7.837487227562354,high,loamy,37.94565846737797,14.31940266880954,poor,cotton,4.53571765930333,vegetative,10.85
+18.84749761734434,58.95525705913986,13.818397184983974,8.353277760019667,high,silty,9.175525313853305,45.54437866653642,moderate,soybean,11.65495952457949,fruiting,18.94
+18.731236743536847,83.23322002553681,14.714772426707524,4.034758978276034,low,silty,18.1201069604268,18.551312303773287,poor,soybean,9.710188503646004,vegetative,13.63
+21.704359193622835,93.30166698748252,6.750129520571607,8.214059958177616,moderate,loamy,21.27943166957058,40.38702769592869,good,rice,2.82780246030306,flowering,11.92
+24.02686815852593,51.0693502137238,9.398081707435244,8.3278810600787,moderate,silty,21.732517577629743,42.91997920841112,good,rice,3.253123812506333,vegetative,10.94
+25.211389535212064,67.71280212677169,7.029330080534328,3.107130768267214,moderate,peaty,15.458693716293974,41.70223688396467,good,rice,4.053584995459116,flowering,6.21
+31.99243042083363,60.05573022362479,5.167254937848749,7.4525567078504436,moderate,clay,36.9533491434524,44.9142328026716,poor,maize,4.369635549994492,seedling,9.61
+16.417010804145885,98.52885245139464,1.6211224964382107,2.678805296525425,high,silty,36.7971710169182,23.58883428136807,poor,maize,8.450800165844068,fruiting,9.69
+15.86681760565166,86.48675258852761,7.112982090760833,1.837442016893163,moderate,sandy,5.6624947187505255,49.43553905129769,poor,wheat,7.329919685684899,fruiting,8.51
+24.79776407359773,92.93901666218828,12.366576067212048,6.170887108452049,low,clay,27.750048143109897,21.183788024405583,poor,cotton,4.358102681648669,flowering,11.23
+32.42909230344951,40.347207006208336,0.7469561857760518,9.177869789050591,moderate,peaty,7.60268429633826,47.37192359591728,good,cotton,3.4959892685584264,seedling,10.37
+19.835883573912064,81.80211385300754,8.940561406113224,1.3191312117318692,low,peaty,25.912418174594634,27.4976037942429,poor,maize,8.917929277833714,flowering,10.06
+31.037612031406294,41.23785799981192,13.27119557653699,8.438514738354295,low,silty,35.34125137406296,12.277279728283885,good,maize,2.525700302086096,flowering,12.18
+21.495703448507488,36.69940267427119,3.654466735208191,5.55824089633156,low,loamy,27.733583236823463,41.39665877220149,poor,cotton,4.192431710395776,seedling,8.29
+37.15215272033791,95.54129277244408,3.1572100379914017,8.74805903849107,low,sandy,21.412466523031668,41.4964333181269,good,wheat,4.957261657252444,seedling,11.93
+37.39224860666541,21.54435333742933,11.698011072678176,8.59129241653942,moderate,silty,38.52635052100578,17.89191577890927,poor,soybean,3.812890260882484,flowering,12.4
+22.43218010703316,97.23109629307436,4.198753251229753,8.877581243346597,moderate,loamy,31.13095040561389,42.94049792530601,moderate,wheat,7.740861791987374,seedling,14.2
+20.749843849081014,31.940951759104497,3.283771879629403,7.9198655932600595,low,peaty,13.725828046348129,16.303176118085226,good,maize,9.1712125307588,seedling,15.47
+25.282599301655782,85.55504654346146,5.980844133253909,8.586931190922954,moderate,clay,18.54279153682061,16.05726635870617,moderate,maize,6.073708249292528,flowering,15.49
+21.01328962950372,42.07380424544824,6.191279177918161,2.584226864810833,high,peaty,31.59563669139873,42.35677151735845,poor,soybean,3.666224257000517,fruiting,4.52
+31.80959608229259,48.05618619445819,13.174465413740206,3.734678339874475,moderate,silty,5.675998684061944,21.608764972301657,good,soybean,6.013982481116633,fruiting,9.0
+35.65161711370714,37.34061690575879,9.467430343038314,3.1823755372656675,high,loamy,7.238715589189523,13.075113406463522,poor,wheat,6.658860169084359,flowering,8.11
+31.827303272780423,66.84112339848637,6.386441116924046,7.681854733552544,moderate,silty,35.07981124609184,48.25375943694986,good,cotton,10.797536034323995,seedling,16.08
+35.60876118123374,47.847643800629925,8.24862548214362,2.382788074304224,high,peaty,6.503109637185398,32.28160623716822,poor,cotton,7.315810331619597,vegetative,7.77
+24.92480405518685,72.59144315957306,14.332495883216476,2.6400501134000973,low,sandy,28.747984441970363,27.92309957729293,good,rice,2.5723467306194285,flowering,5.26
+18.907924267721523,21.25178543536528,2.141612810843483,8.910682486497482,moderate,peaty,16.16170849695422,30.164401754442423,poor,wheat,11.781837434737213,vegetative,20.11
+33.44877368493981,25.14999068120317,3.511875065008026,7.352939736215544,moderate,silty,33.906210121064824,36.81801108740726,poor,maize,3.8874650257771663,fruiting,10.44
+24.011862628538847,27.972892218499894,14.456666245505051,8.87841980127178,high,loamy,34.65711229357196,44.4666394096614,poor,rice,7.283731049642302,vegetative,14.19
+31.781770630728317,53.51949482481849,14.38121030364446,2.2541973243462143,high,silty,38.3668687828605,36.90315553230338,poor,wheat,5.413717247583769,flowering,6.14
+21.76609854954414,85.18369381279808,3.068898608339204,4.590823641051721,moderate,clay,8.344234356311894,39.58105571877951,good,cotton,8.981659987972375,vegetative,12.47
+17.030740870166817,91.05423283027062,2.604077848316824,3.548360530686858,low,clay,19.799645323027235,17.206123202345267,poor,soybean,3.908261240007655,fruiting,7.62
+39.81454488719409,39.58485920487206,6.605734447909987,1.0871297675168456,moderate,loamy,25.08855064843707,25.36372279149889,poor,maize,7.124432673851863,vegetative,7.48
+18.905037698264984,65.94957793912113,1.2209152410755522,3.560706643948361,low,peaty,37.06199078564337,33.3923917204396,moderate,rice,7.142045364168844,fruiting,10.87
+39.71052484908702,81.46919941540804,9.996101218134532,4.416249267800915,moderate,silty,14.32799509015872,34.7762597469234,poor,soybean,8.510522886274757,fruiting,12.68
+39.43199831416118,43.10635439356869,1.6236923140952615,1.829976735184407,moderate,clay,7.506962175449237,20.827724469267714,poor,maize,7.820382698081275,vegetative,9.13
+34.84545259770099,52.72061893890186,1.3414295928670703,6.098388020441378,moderate,sandy,12.061761720793536,48.99929007599391,poor,cotton,3.259298976025447,seedling,7.52
+31.48557405204994,61.91793621485712,7.535210575028314,4.4485539622536985,high,clay,22.34524133143164,14.72743888644892,poor,cotton,8.94246291765259,seedling,11.16
+29.445176256277115,30.78998771264381,14.387906223596472,1.4181549604979091,low,peaty,28.836785079757664,14.491133926259664,good,cotton,6.630551300606296,seedling,7.52
+36.65253863444587,22.078583498062425,6.688541072915814,7.335809783811791,moderate,loamy,29.17359074593024,19.166007953379413,poor,wheat,3.874902440086662,seedling,9.25
+22.2359880404872,32.22446474546266,5.66897680057799,7.563518504569932,moderate,sandy,7.613215748300971,40.15653061035936,good,maize,6.001097483013833,fruiting,13.75
+26.69203031212193,70.14828970028267,14.970372374783146,8.510242986724915,moderate,silty,31.64935925968471,11.462051538286008,poor,wheat,5.693351927531102,flowering,15.19
+30.48474923416255,25.88946092269453,8.21354993129816,5.369865398802844,moderate,silty,28.108379112680165,49.51463114414328,good,cotton,6.434239985801475,seedling,10.15
+25.27976189673728,35.175709188010266,5.941000399908604,9.717929176010587,low,loamy,19.26401155246733,49.50917786105936,good,maize,10.946484764773729,fruiting,21.1
+25.6871613522567,47.0283108556243,6.094981793453226,9.226577300792108,high,sandy,24.98801939480393,16.387367865093037,moderate,maize,10.715675171638466,vegetative,18.06
+23.25711668755211,26.229605144509307,3.326912692485902,5.962164625901185,moderate,sandy,31.870915620202258,26.048130971127183,poor,cotton,2.24052936905821,vegetative,7.36
+29.1057954171134,35.33594169293075,7.927234332989315,5.0045673796247545,low,sandy,14.1732461800219,18.15669357889793,good,wheat,7.130660294164655,fruiting,12.38
+36.2643632003779,92.90158311868088,6.8633979084360845,1.0273098511263057,moderate,loamy,37.901172619144056,26.32060849428406,good,rice,2.7336479974147405,fruiting,2.83
+20.038209450157822,21.54393057815878,4.426531797037494,7.398950785653104,low,loamy,9.821866173145938,31.31451257004718,good,cotton,2.363517496512944,vegetative,9.39
+38.36082596883604,72.27455393394897,2.827831255725517,6.08459053644722,low,silty,36.57779840962462,42.90927804781344,moderate,cotton,4.112327550490369,seedling,8.63
+32.22719134370574,50.7527144732148,5.012963595679528,9.437897309374726,moderate,clay,30.93002846423856,11.432291912299334,moderate,rice,11.65592195715852,flowering,22.3
+35.58183031700075,73.8118991545897,7.875908251472074,6.348089127171197,low,peaty,28.118151676521784,49.47590684705352,moderate,rice,11.308787370390656,flowering,18.63
+28.90476731575029,67.09533762907236,1.3458324481296242,9.93570484503457,moderate,silty,7.901779904053731,47.62251839460517,moderate,maize,9.132620802817538,flowering,19.32
+34.48791753560158,37.87990034837154,2.7292884144673617,8.684373446769614,high,sandy,37.1651612644491,32.81669195756234,good,rice,5.086606517623581,vegetative,12.19
+15.40500993348668,87.77675900587109,14.241030371051885,9.582381422334578,moderate,clay,15.336562268913813,29.235855152463937,good,maize,4.113916460685128,vegetative,12.91
+35.459510619488384,59.355230608748535,8.371402589954414,3.948964941565351,moderate,peaty,31.09642722092598,32.025790138711045,moderate,rice,3.713582193087259,fruiting,6.54
+16.003471477134163,85.80288151307774,1.4200149030705491,2.344023952905398,moderate,sandy,35.96804944414872,10.737637056902823,good,wheat,2.2140774706201567,vegetative,3.78
+37.24783440907156,52.481002895057536,10.549772502158808,8.171849024156128,low,loamy,13.549922269071036,39.50730767968827,good,maize,6.4036078479535545,fruiting,15.03
+39.79906868096609,98.77484431321912,1.3961416161460036,8.075773926722192,moderate,clay,37.01102698089273,29.85743937311394,good,wheat,8.062696671935477,fruiting,16.07
+22.351686554419445,81.6391486801037,11.213676292172408,2.9030404546500685,moderate,loamy,26.41795770079097,21.44159677870759,good,rice,7.942649628984164,seedling,9.37
+20.25796390714484,97.27601640900588,11.37445946494039,7.882701887214215,low,peaty,28.06611238041254,28.461742353086827,poor,wheat,9.015537245987888,seedling,15.26
+34.13408409645102,61.14611831278871,9.940645148364164,6.237760222372655,moderate,peaty,37.00795102555018,21.70271208938752,good,cotton,7.1065342550105655,seedling,11.05
+21.32565852300633,57.89529058325604,11.11696589698057,1.9857263041150568,moderate,sandy,23.43572226835175,37.99803089911919,good,rice,7.336897489765611,flowering,7.94
+36.63905957930508,80.43630474602062,1.775503824689337,5.516052378131879,high,loamy,20.42266451654521,34.57736815058465,poor,maize,11.593875318326903,flowering,16.15
+17.571064803936917,90.4233010410744,11.03831800915138,9.380242007548109,low,silty,27.16311186514209,25.52370396360236,poor,rice,7.645362307020712,flowering,18.66
+18.14887990948396,97.13166366924465,2.481980635996303,5.558117909007059,low,silty,24.39082309704768,22.569677679650862,moderate,soybean,10.738747427067016,seedling,15.19
+39.478788877515385,45.96415248259998,5.422835655441736,8.098290905981248,low,loamy,7.15164993565649,45.12146577501153,good,cotton,3.245170246224614,flowering,12.79
+31.845972456750115,83.89636590741111,14.169806175759176,1.260189879777609,high,peaty,11.317221642603055,37.28954574593238,good,maize,10.263042352608812,flowering,9.56
+36.17218061072382,36.85164781084293,7.791694426057531,7.552732715763343,high,clay,5.474826762305482,38.63127268678561,good,rice,8.884718570090973,flowering,16.11
+23.10823443378795,63.645947739635616,14.5276832652037,9.521536475237296,high,loamy,8.785699382432965,34.74422367715569,poor,cotton,2.057841979927936,fruiting,10.69
+31.91209373801511,34.387851872735936,1.7893756538576946,5.495750064036423,moderate,sandy,30.544738092215447,13.009222009384963,poor,maize,4.105031642397329,flowering,9.46
+29.856045682714928,47.79178894002711,7.424570693666111,4.039389217230278,moderate,silty,5.164890663187228,12.370499467969909,moderate,cotton,4.152867723385294,flowering,7.74
+30.078753003073675,94.50866937651674,1.4048336440146243,6.819854543982075,moderate,sandy,15.65419301127184,27.16686073627786,good,maize,5.973125209294332,fruiting,12.82
+32.063311488443034,31.68725598184689,9.63804880478963,9.246350935838974,high,clay,20.72624915325117,47.21999828223157,moderate,cotton,5.916163540336579,seedling,11.96
+29.383979328227465,70.59207161081572,1.6412515198434876,2.5909268548000863,high,silty,37.823428718457706,30.98832315594287,poor,maize,5.492489568134611,flowering,6.61
+25.72655923256665,67.43634183419226,3.042833136835471,4.633247890204387,moderate,silty,16.445245622647064,45.0353805237371,poor,maize,6.345470902652146,flowering,10.96
+21.89806735951367,29.65906821671892,4.253039496004567,2.4066125288365705,moderate,silty,32.40957670879075,13.861993681442236,good,soybean,10.270504910213967,seedling,11.67
+34.21453327283005,46.07832350150497,11.356785849135006,5.469888089979035,moderate,sandy,19.30679528434083,38.97044299738651,moderate,maize,2.5051507828528843,vegetative,6.5
+20.656810750079657,65.03852036122126,2.877450722862084,5.863798117275032,low,peaty,8.44719830284947,19.813514198432447,poor,soybean,10.473698676609414,flowering,17.45
+32.30885765386036,34.97428871907922,12.776164772749484,9.49783253249494,high,sandy,8.459531179892522,30.97984639209665,good,rice,11.18537790153777,vegetative,18.96
+20.83332056623317,84.04989251302523,2.4126071130466125,4.712636383908647,moderate,peaty,20.13518369938812,21.71684281416303,poor,rice,3.6651505423535298,seedling,6.72
+30.63325424886135,97.77252076278,1.0110445115172668,6.102609521857285,moderate,loamy,7.025909603066326,38.49333440008298,poor,cotton,5.661575037552788,fruiting,11.4
+33.67695667822572,37.18075199699776,6.228158575060183,8.96736316648737,moderate,silty,25.00667344414531,26.035562110821047,moderate,wheat,8.511349184030806,flowering,17.67
+20.46784722266348,34.95295718324607,14.70190380858378,3.892645001585428,moderate,sandy,22.27774073784074,28.486739699983747,poor,wheat,11.785707362107424,vegetative,14.39
+16.498582521532708,56.39480574379557,2.0999623029372696,7.067474820708309,moderate,clay,29.588731499366247,19.813814927261166,good,rice,10.661704265234334,vegetative,17.2
+18.274343574854356,79.82122217120258,1.974917438574621,7.814456639398868,high,clay,11.496753529344012,21.25832061225577,poor,soybean,9.409290365087328,seedling,14.15
+30.14992418177564,42.52804881882011,11.391914406536548,3.974754112183085,high,peaty,25.75252388043924,17.179027628373408,poor,maize,11.393702089521634,seedling,13.0
+36.23616015564339,21.590392695782437,5.026344562906697,2.4790706697758003,moderate,peaty,11.108286672090893,32.15194189472737,good,cotton,11.823875565016696,vegetative,13.25
+16.12492053088561,63.29765024263152,10.900583449772896,5.52618587712046,moderate,silty,30.278179971542723,15.79987824125784,moderate,maize,10.98129369540943,flowering,16.27
+33.35378147604116,96.5280454213846,3.400153546928769,4.211215571199714,moderate,peaty,15.750553038739726,20.728104466894493,good,maize,3.8633627132375454,flowering,7.59
+23.532966148751303,51.30214843255565,7.171043915873362,3.398161886129926,moderate,clay,26.50456709446668,31.218454185923463,good,wheat,9.138732641462427,seedling,11.08
+26.96320924798806,53.61076433464803,4.34670322735931,9.760791796246943,high,sandy,35.89370410243099,20.993251963103443,good,rice,5.992667159987286,flowering,15.44
+38.22148874613914,97.51213736912304,7.04715911574676,5.519377168313799,low,sandy,22.088194416356835,33.539986389373134,good,soybean,10.173633957297472,fruiting,15.71
+23.299287618396136,75.56860893013827,11.651907842486905,8.708299244590814,low,peaty,11.730223847524094,10.56656017832783,good,wheat,2.555263190070045,seedling,9.35
+26.63342334848715,77.53375382737002,11.549144136926094,2.7578566948902323,high,peaty,36.01430153219744,48.928911507997775,poor,maize,10.290389086957642,seedling,11.01
+15.342060369017029,65.01616042968541,7.978698171268992,9.454984884092177,low,clay,17.550284258107872,39.199554255217606,poor,maize,4.9445447380372585,seedling,12.17
+17.039968000120957,97.96873686905931,13.96139173395524,8.149882911121196,moderate,loamy,30.558850637148502,30.1527651418858,poor,rice,9.70698388916342,flowering,17.69
+21.4647897783696,75.1093187540445,4.324869485499972,8.27822940570228,low,sandy,16.203348748522124,46.833516795371935,good,soybean,3.682114025628972,seedling,9.98
+15.69630602052686,91.60262012841356,3.98451459122888,4.5078838767633576,high,peaty,15.437540492780682,44.79064323779912,moderate,rice,2.487987056872604,vegetative,5.08
+30.784383151206278,75.9503092586577,9.40019281704379,5.370732937699176,high,silty,27.470989075981457,24.662172797937487,moderate,cotton,8.500420000056288,seedling,11.53
+25.65995892004056,78.80926598723167,9.50880699614344,6.340188933088121,high,peaty,10.470900232208871,14.645167133979594,good,cotton,6.44126701867768,vegetative,10.94
+28.703630068200557,43.23287377137972,1.1748305736921227,8.107889825845582,high,peaty,35.34408547967708,20.08929568307032,poor,wheat,10.468026588004934,flowering,17.92
+19.36617964740824,44.27829584110552,9.312776829610016,8.641510768543938,low,sandy,18.56683953190484,18.347570778565423,good,rice,11.128814766967391,fruiting,20.45
+22.3983007359154,82.63877196608234,5.929324281560708,1.70240778416741,moderate,peaty,5.674710258897514,40.002297421686976,poor,maize,6.061353193341813,vegetative,6.9
+31.595611871318127,43.73650313359197,11.337916617148109,9.13656148779857,moderate,silty,15.690276576369858,31.92439570052025,poor,cotton,8.167868625662479,seedling,14.44
+39.13256809076,65.02160566412253,12.217532135906456,9.43746987253835,high,silty,32.47382136098257,44.00392732633441,good,wheat,4.795979764361297,seedling,11.06
+16.26041934005523,39.94818487253616,8.50623038343203,6.33598663921107,low,silty,35.077559936717506,29.588030018567004,poor,cotton,4.591738975538624,seedling,9.27
+37.25960802138165,85.35867046472555,0.5247229567828438,2.680755519294153,high,clay,24.87580969319322,40.79060219645466,good,cotton,10.590689646996934,fruiting,11.53
+29.422030032780214,28.8401080982152,9.72730424741631,8.365733494331405,low,silty,15.29382613148906,22.936913503752297,poor,cotton,3.4545916217391053,flowering,12.96
+29.097989168890592,86.35573118093316,11.358778555156048,5.937288530946391,high,sandy,23.47489362920652,34.086032120696146,poor,cotton,6.451062821774267,fruiting,11.08
+27.50696338019401,68.21838404060814,4.1102573603569565,8.354768083447416,moderate,loamy,34.27313545210916,35.57600731705205,good,rice,6.540606465753165,fruiting,14.6
+16.734852147604585,34.95276278616618,7.237367016541437,8.333273139303849,moderate,peaty,16.06132404048885,40.37148364006977,good,maize,7.844175056757093,flowering,16.61
+17.246921293404018,63.36283084048945,14.50303603947093,1.780563841172132,moderate,peaty,18.490294075859644,41.979536016763504,poor,rice,8.31196157105935,seedling,9.14
+30.022800141477152,42.59990694778723,4.8226755242145,6.4631928553359765,low,peaty,23.88929465465155,21.06012169219507,good,wheat,6.325480780507225,flowering,13.83
+23.52396428588896,45.87738677843973,3.735722140105241,5.348298693418491,moderate,silty,36.04983684847315,25.402320060622245,good,wheat,6.41720423209814,vegetative,11.07
+37.931701664442016,48.122243327750425,3.557394461931147,9.51507522999566,moderate,silty,25.37521268410128,18.28540363418766,poor,wheat,8.216051224018102,vegetative,16.88
+25.164763433986806,25.065539757785675,8.602612098132946,3.669771627328567,moderate,silty,12.26653043853286,39.91337482062855,poor,maize,9.023268711305992,fruiting,12.01
+18.582036467566027,98.8769347521134,14.271912968966094,2.854000955718325,moderate,loamy,8.11864132934935,20.82913054612961,poor,rice,9.935141887632266,flowering,11.59
+32.8679708375509,22.522770250497928,9.326006873405143,9.073781704172392,moderate,loamy,8.325488492475305,25.64076807129321,good,wheat,8.839196214933258,fruiting,18.05
+22.333835536025248,72.99974985474228,4.898185243446069,2.338440120100943,moderate,loamy,38.25873508253265,42.12105902265284,poor,rice,2.07535394739318,fruiting,3.75
+28.13675768389733,49.698211820594445,9.759261781978084,7.178675128520156,high,loamy,33.7844366359044,23.592105616144167,moderate,maize,4.311876595524092,flowering,10.75
+32.44581963762925,71.68082327573592,9.560213315167918,3.7001783245762976,high,loamy,31.80491415439565,21.66001236671052,poor,maize,3.349846483927121,seedling,5.11
+37.506602780051765,48.4998602470067,9.155414468079986,6.110611799477299,low,peaty,22.37276027095163,36.047257321702645,poor,wheat,10.116862254040685,seedling,14.97
+34.8047798700419,73.9000517007087,2.811679999880379,6.54597489557135,high,peaty,28.53888660471556,49.014943431102296,moderate,rice,6.809564607351662,fruiting,12.22
+31.909026696818103,78.33884075746886,9.701218590502416,4.7563235376217,high,loamy,9.45656065898659,12.504958764597278,poor,soybean,5.833492836439554,fruiting,8.89
+31.99082955987859,75.24421123197158,6.737384561460245,9.774684822133862,high,peaty,26.731350048798127,43.39153618321724,poor,maize,9.499478391194955,vegetative,17.39
+38.64811610080216,29.116958508652186,0.7695848500339839,2.186498512764812,high,loamy,33.37732564025728,14.86419337039563,good,wheat,2.7647797619888186,seedling,3.18
+22.3956024374134,72.55145877237477,8.32658506363868,4.5225918013308135,moderate,loamy,7.174855908268812,23.795924690329954,good,maize,9.037324306415384,flowering,12.95
+15.027802354904685,42.39900395632779,14.844367805667057,4.873557941868842,moderate,loamy,15.365264780824702,26.668717305317,moderate,rice,7.224068310779886,fruiting,11.97
+21.798863984954966,22.30410964554668,5.571224067237761,6.679422540965634,moderate,peaty,8.85975356770249,38.74957440423947,moderate,soybean,6.226697115939101,fruiting,12.13
+20.4472844906686,53.18645375111632,14.500608665620543,4.665337823750672,moderate,clay,14.107946262382006,47.06263723401695,good,soybean,8.601235028524993,vegetative,11.88
+31.545864627849955,54.68344822430409,1.894983254107621,1.873324102349469,moderate,clay,32.03833551652118,14.08043841129446,poor,soybean,2.21027435554588,seedling,3.26
+30.842789994138226,57.37393066819572,11.12052668007594,9.526869983627437,moderate,clay,16.621720820079062,39.79233808472991,good,soybean,3.026542670504128,flowering,13.85
+29.83653456761809,76.3859332312573,2.1577849226111123,4.744711734748171,moderate,sandy,29.138934676078318,22.89169581764934,good,cotton,5.978546173418548,fruiting,10.32
+15.406086080236342,44.70750473139673,4.466787816551475,4.084063544953653,moderate,clay,32.06558823307202,46.07643982767636,good,rice,2.9308817722547227,flowering,6.29
+33.21945136126619,45.22244104831381,8.777192112170804,5.020499117566042,moderate,clay,33.582354173532835,21.128672811768865,poor,soybean,6.828178442348468,seedling,10.38
+23.088260312137287,24.844180499300847,9.095305562662858,2.949361139160302,moderate,clay,35.56814051929234,37.75447798583654,good,rice,7.951859715552563,vegetative,9.79
+31.62639972516578,74.94569727938368,11.740564099895485,1.901995162017858,high,silty,25.91725342067561,16.590232014490198,poor,cotton,8.445587819400195,fruiting,8.56
+28.914460712553836,65.42608731196671,9.42201540479787,2.337206311979763,moderate,loamy,14.822394119986855,48.31788314666333,good,wheat,4.367336052131628,fruiting,6.29
+23.56827313569768,47.95400901550305,9.10741321351813,2.4998934430320365,high,peaty,10.269548618445416,10.172973543775225,poor,cotton,9.6421350073401,flowering,10.32
+18.36440667760269,76.41511831338838,13.729119761342506,2.779060943943056,moderate,silty,22.62980289746452,19.314079092503228,poor,maize,2.9114488137993417,vegetative,4.74
+17.360472441512023,62.98861993815017,7.05633090703278,4.77964191003573,low,loamy,8.624503102088529,37.03776464127216,moderate,rice,11.28730546871226,vegetative,15.87
+35.78795832780559,57.53959566964318,3.766353791078298,6.615093421397383,low,clay,36.87533926435955,44.14096919556688,poor,wheat,3.3633499239236238,seedling,8.57
+37.95993855203895,60.90596349289012,2.8459344828426385,6.6599905422405925,moderate,clay,20.486808328004088,49.7422923717573,poor,soybean,6.341847647516143,flowering,13.52
+31.24470116910749,70.90785002136452,6.299921653737747,1.0008781260573416,moderate,silty,35.55444509987061,16.930425477581707,poor,wheat,2.385130094303085,fruiting,2.92
+17.585852871512085,72.80020836596796,10.834914950308589,9.288619002085598,high,peaty,29.824463427363725,22.28575358759407,good,cotton,6.839674533513043,seedling,12.92
+25.050680422206018,43.11662553125737,1.116880531483563,8.405624624790896,moderate,silty,35.002614699114915,45.67408084165594,poor,soybean,11.265607154708244,vegetative,18.2
+33.22348000262893,31.25946907129226,2.371274104386389,9.67544235492436,high,silty,35.938533123909785,11.299996633881024,moderate,cotton,4.144843369169922,seedling,10.47
+34.495522100251705,32.530734495241504,2.038645171502772,4.239877102571736,moderate,loamy,6.865272444433458,39.33287289222655,poor,maize,11.06309685057782,flowering,14.74
+17.955465557277215,71.15127087224013,8.986127219246152,6.983193490204573,moderate,sandy,30.38402467419573,26.922076920881157,good,soybean,7.042492940430651,flowering,14.38
+15.00076797113456,89.82986286137007,4.0215374327033615,2.512186743304874,moderate,peaty,12.92916937460454,37.55272079514033,poor,rice,3.0794614430700333,vegetative,5.05
+32.803426147015124,52.759702267644144,2.910761710370249,8.353297244983024,moderate,peaty,39.62539169641615,30.996004873599286,good,soybean,9.71707781574759,vegetative,16.9
+23.914904399655143,33.56161282635699,9.095175436273824,2.4523095065893195,moderate,silty,32.24410409440881,35.08447547361651,poor,wheat,6.372124483302552,vegetative,7.59
+21.362033290456505,80.52819986350838,11.5389937740595,3.9338713072697455,moderate,silty,5.131775098112836,36.66654840957983,moderate,wheat,6.7940702671515645,vegetative,9.94
+15.322436744738136,86.59915795355589,5.316246288563633,5.417513703522849,high,clay,37.45957126307712,35.24983779187213,poor,soybean,8.1301059315452,fruiting,12.03
+28.50748516903749,90.44659544967732,8.883966782310644,6.350785019674754,moderate,silty,15.2307065770412,36.58251911788312,moderate,wheat,10.296083022851024,flowering,16.38
+36.27876838564954,68.54651431309865,1.9228039913921728,6.036697218580584,high,loamy,19.582875987275735,32.73391730542589,poor,cotton,6.0997976853724,vegetative,10.46
+38.9407911568147,88.85828475104677,14.060269941634765,1.9188641053899755,moderate,clay,26.429995262475355,38.55581433445483,moderate,rice,9.519690562045728,fruiting,10.27
+29.14362376533223,21.233196675872613,5.384994687064206,4.795084025774659,moderate,sandy,37.07084279154765,41.04093892864907,poor,maize,3.608682792917091,seedling,6.94
+27.861533193497355,28.57886414156188,14.963832551015768,9.306183377852404,moderate,loamy,37.45643181389213,41.517416751780175,poor,cotton,2.4796859699991707,fruiting,11.1
+17.126409637231028,27.4060853641679,14.68952245982184,8.851316749766664,low,peaty,24.72151169557587,44.14052395171586,moderate,maize,2.472317788812856,vegetative,10.86
+28.721820038564992,77.00837474037864,11.792940015369268,6.317051709291758,moderate,peaty,16.085357353400696,22.65609682011096,poor,rice,2.4193473672246704,vegetative,7.54
+24.499476974134865,25.56654268348632,0.7909728834010175,6.150921179082412,moderate,loamy,14.771647959696256,39.830937233774094,moderate,soybean,7.261977962530134,seedling,11.54
+30.178382022089423,59.70914979730456,8.380386345573267,2.005076643843972,low,silty,17.753898457246763,47.866451650813175,moderate,wheat,5.902253136944188,seedling,7.27
+24.71815869691367,57.81655189090313,1.7591280963801668,2.8023350707927306,moderate,silty,11.31797892386538,24.69872315740597,good,soybean,9.858476221088797,vegetative,11.83
+21.00747808625917,44.85628188465928,13.479501376441984,3.273757683436864,moderate,silty,28.44415564120336,41.10564462926512,good,soybean,2.031014379362984,vegetative,4.68
+17.374131880709413,89.63241359536798,11.949725663387342,5.393761556714251,low,peaty,23.473071792220058,21.658511115683527,poor,rice,8.713379924660195,flowering,14.92
+22.872961114722397,33.63465615039968,14.598935460637405,7.582204432861468,high,loamy,32.071264509443,17.02277061765266,poor,cotton,5.741482342188684,vegetative,11.68
+17.416120857193807,48.19702275193919,9.321552820672034,5.146528200438324,moderate,silty,8.293896091130142,27.8570756853823,good,rice,6.706894391592382,flowering,11.69
+19.4224237705996,81.93372000183433,8.071505665022901,2.1345493765365795,moderate,clay,18.99670385190588,42.26128636453067,moderate,soybean,3.349757621272356,seedling,4.5
+39.68340396448865,22.43378515146274,8.025120911193621,4.9541398931024245,moderate,peaty,13.395200387031196,22.28490078623807,poor,maize,9.65998286044818,seedling,12.82
+26.102588922665465,73.83603201970949,6.103501429588,2.463699283739995,high,loamy,23.731517219079176,21.797574728701225,good,rice,10.6992468121602,seedling,11.46
+28.29679416262541,85.31181810892565,7.296005974822544,7.76032616523596,low,loamy,21.388539428751457,21.10700140691963,poor,cotton,2.3528900446780825,vegetative,10.08
+36.84046321843039,94.58142710705336,9.71348245546258,2.498507743641211,moderate,loamy,20.73479079161601,18.724839388898857,good,rice,5.380372952630923,vegetative,6.79
+39.8892225122672,90.1037312393188,14.02774030956602,5.342805905900111,moderate,loamy,16.047877118037988,34.44443971282202,moderate,wheat,6.159829942200547,flowering,11.42
+29.56786123361704,45.550729346694816,9.14032290471245,7.240722423949837,high,sandy,30.43959510659444,19.73347540816456,good,cotton,10.561441816994927,vegetative,16.02
+35.31184552610429,66.90913130583621,12.928181163601824,3.0537825755068773,moderate,clay,21.85486964916149,47.39611288277538,good,wheat,9.951989567137373,vegetative,11.89
+23.17352560841688,26.18347945203727,13.01030871388626,1.6842709687359378,low,sandy,12.07853229346175,23.837241869501927,poor,maize,7.486385574140273,flowering,9.18
+22.64359893618228,40.62960028384069,8.023073799799757,6.069695284672738,moderate,silty,24.160661551492765,31.695950279013804,poor,soybean,3.800491610644519,seedling,8.03
+25.067593024864003,27.53779029980059,5.5383098017155135,1.4878239715395325,moderate,sandy,25.883525461378788,26.36681848563409,moderate,wheat,7.540450747932198,seedling,7.74
+31.812681566841228,45.21498321231711,9.773821163315176,6.289917786713512,low,sandy,5.748288704286634,48.50862936363476,moderate,wheat,6.4086652975407645,fruiting,13.23
+32.05479223137747,90.01497707669832,6.96522145776522,7.781486838275813,high,peaty,12.132253129697972,26.9604601364453,poor,soybean,11.03138843090654,flowering,18.25
+22.88098586623627,47.77334717394341,1.6808925761680271,3.9638439250507584,low,loamy,13.48413685445488,32.54777792912149,poor,maize,4.678603741506199,flowering,9.27
+18.33024810341572,64.95184824011412,5.978231956270288,5.395144681726229,low,sandy,13.6826306757096,40.53693039956151,poor,soybean,9.953686583800916,flowering,16.35
+30.809906411637712,54.67046784919526,14.914046001715212,9.35885654402452,low,loamy,13.359605462601078,16.851861488702056,poor,wheat,7.652496247977571,flowering,18.88
+18.208146554719114,56.713321943898826,1.2034221153811644,5.239979777579972,moderate,clay,14.507441004842054,11.305672102346689,good,rice,2.3328623232907404,fruiting,6.59
+29.46231270573325,97.56576414692466,10.601670222563436,9.9689865525405,moderate,sandy,14.195452918918969,28.19679661146853,poor,wheat,4.501699822368845,fruiting,14.46
+32.33555320140772,43.69235746110864,12.697236223533084,2.413021702219056,low,peaty,35.9424093063262,32.02564271853616,moderate,soybean,3.306126147126295,vegetative,5.51
+32.51528740986129,70.18595756185371,9.906525600392992,7.380405122349602,high,peaty,16.18767552857343,21.482441548076157,good,cotton,6.683581162049384,flowering,13.49
+33.83680276648992,53.605013566355765,8.761349351867704,6.873567383775286,low,silty,17.241695002818574,28.500186633430072,moderate,cotton,9.923007994136162,fruiting,17.04
+36.82148553914161,24.89169448381489,10.759539046191984,8.850743321736944,moderate,sandy,14.3162041904104,34.606418233393406,poor,soybean,7.869058489745022,vegetative,16.07
+27.49897479911971,59.14646652993888,6.725469690845007,1.8319889079148663,low,clay,38.865102583989525,48.93091829224021,good,cotton,5.2673395609599245,seedling,6.45
+33.256229738239284,85.06746632360867,1.824745190978713,3.5218593235163502,high,loamy,23.742178008226468,34.07108623204531,poor,soybean,9.267897307620013,seedling,10.6
+30.47931838414592,27.90023749453507,14.454390437399034,2.189613031843017,high,sandy,26.369113997263067,27.954291854165675,good,rice,8.200972872576049,seedling,8.74
+19.665998494942063,25.56734779170472,6.768361164770843,9.397856100447294,moderate,silty,30.742054172208597,10.901139758501564,good,soybean,2.6952579510539647,vegetative,10.65
+15.642241121735204,32.29052163146133,10.148143938936254,4.839717921807313,low,peaty,16.67999240762806,22.423329277162058,poor,rice,3.080531364902919,vegetative,7.83
+22.113534641923344,81.15200891114449,8.20400133489478,9.190592609815624,moderate,sandy,38.90731504176866,24.339438546584876,good,cotton,3.01285143167145,flowering,12.79
+26.07584265844049,77.91963073157903,1.2927595436745412,3.649662949229404,moderate,silty,10.331416040101814,29.07778278599189,moderate,maize,5.188982931751736,fruiting,7.94
+30.427648610716407,65.20142151248885,14.314825714391809,2.137312912254867,moderate,clay,21.02351101730205,41.2868425108049,good,cotton,7.789764098462472,seedling,8.89
+36.24898326258013,57.45811232741059,11.991789778657688,3.668835456874148,moderate,loamy,10.090374182335175,41.03549504714883,poor,soybean,11.311708622878566,vegetative,14.34
+19.90614291765414,91.06606517620976,2.6619194698062265,6.374569233952441,high,clay,32.66315111911341,43.81143933726232,poor,cotton,8.684204939735057,seedling,12.42
+18.138744747461928,81.3358259066786,14.733908706179868,8.607093326061317,low,clay,8.756119220767651,21.599702354660085,good,maize,9.085929390333776,seedling,15.93
+39.08699868685819,84.95538010414441,11.185069896489765,4.468516239024972,moderate,loamy,24.386486119475407,23.85837366071052,good,cotton,2.96932658070904,seedling,5.54
+17.701113984410178,85.06098410805234,7.348663931210479,9.233277933281355,moderate,sandy,8.668219625023298,16.009555622962218,poor,maize,3.0535817037168678,seedling,9.81
+26.962276752679728,71.41737237964463,9.364865820113812,3.1980885371013583,moderate,loamy,20.843166086464848,44.29663104733859,poor,wheat,3.3828739814950475,vegetative,5.25
+29.639093219832542,56.64116994527567,2.047681889211664,7.241866185733901,low,silty,14.810779680541913,36.08940660397237,poor,soybean,7.826817308219815,seedling,13.3
+28.53436052268596,89.17422020685203,8.625966895226359,7.62142015434045,low,clay,36.61538652857642,13.101996232846291,good,soybean,9.43239021280696,seedling,15.15
+17.15080392582358,94.08059340826006,1.5680855442473614,3.465666273975544,moderate,loamy,6.85835282748356,22.146279912754224,good,maize,9.913398539627416,flowering,12.66
+16.425672850090486,21.904483460667443,8.400401228229878,1.242728904704747,high,peaty,27.74781704300857,16.10900205261767,poor,rice,4.105111422600786,flowering,3.24
+17.637085686525893,24.124389861300106,8.514087487060388,4.287136078456799,high,loamy,29.33379315352264,48.76912625681104,poor,maize,9.225245486464454,fruiting,11.8
+29.639692096815317,96.699463752675,13.179362384830789,1.4067653257552246,low,loamy,36.1143735833423,22.9841123425802,good,wheat,5.229661834824541,seedling,5.96
+28.60862219085803,42.17284910753558,11.013333753948263,9.1067839786196,low,silty,35.72053097089062,29.8586927427621,poor,soybean,7.577250630609094,flowering,18.26
+20.843519800918607,89.8695551719535,4.118509687119241,9.581727366406522,moderate,clay,39.19697003126595,22.716080625234987,poor,soybean,7.102581552025454,seedling,13.82
+30.944353546139787,51.10360951691221,13.382179061723924,7.618419243514005,moderate,silty,13.886827402148688,28.97186129148882,good,cotton,2.7301822647859666,vegetative,9.51
+35.501687551391235,29.528004608748446,8.812018640296085,7.540161267824504,high,silty,14.618888165172102,49.94488583067952,poor,maize,10.409337289494758,seedling,15.22
+16.039473996164844,26.43545601674674,9.292502439323489,3.1680340247055754,moderate,peaty,18.905245482716527,21.495551044278407,moderate,wheat,9.34524855804571,flowering,11.88
+27.453248588701054,32.52063192643652,2.9502298537215856,1.6653301890227616,moderate,silty,23.815194322276582,21.30488213712589,poor,cotton,8.768944023797163,vegetative,9.41
+32.23276030256726,39.991455589389176,12.937717141552152,8.21894172274825,moderate,silty,17.84996715104475,24.85518284864484,poor,rice,5.400893928407665,seedling,10.94
+21.30779817674218,59.08146831446609,13.998994167739887,6.032457383980308,low,peaty,30.910374369070404,16.77267093485358,good,cotton,11.91854777343547,vegetative,17.7
+22.69427263232873,76.11983204526268,11.737364417676169,7.134647777084575,moderate,sandy,5.299076816837864,39.559669628513184,moderate,wheat,2.6282606761584253,seedling,7.25
+30.3409475747346,98.911886118824,14.14091056335259,8.01676961277607,moderate,silty,5.617901045236513,25.173612049654864,poor,maize,5.023922131919519,flowering,13.47
+37.448382336093424,55.32053946313368,4.883348609774015,4.68490842057042,high,loamy,30.06198659408207,33.234351091758654,poor,rice,3.316434460906807,vegetative,6.36
+35.248110507572484,61.45479538744879,12.986227941260182,2.3009193098048595,low,silty,35.90924278927598,36.45212352992057,poor,soybean,4.355193502590549,seedling,5.97
+29.578255477489588,61.74525611066045,7.588950571524267,8.155331194266058,moderate,clay,32.17916088062641,11.417745298481703,poor,cotton,6.462578494924722,fruiting,14.77
+33.25554294393123,63.15474843903488,2.8767994426819814,5.083890753055667,high,loamy,9.09820646997444,35.7601116852903,moderate,wheat,8.128594295530455,flowering,11.95
+24.120561755194966,61.41925256835698,10.197608685984315,8.442318077703394,moderate,loamy,37.72409094261445,31.310774365861192,good,maize,2.980075702556036,flowering,11.78
+31.024138202468944,20.701980404953424,10.419743925235244,4.939292320840115,high,sandy,23.26694164774155,13.3140164153173,good,cotton,7.809964217835041,vegetative,10.89
+26.654539778188926,20.137985768787257,4.660405449472007,2.953147676115755,moderate,clay,30.98033032299144,14.979460830953617,poor,wheat,9.784530528087792,seedling,11.04
+19.74840341143902,27.813305450089835,0.8986533085997659,2.539045149884041,high,clay,12.036616918211257,27.63193697746097,poor,rice,11.197836378792994,vegetative,11.88
+32.543456846931434,28.124528274334303,3.397785256740669,7.69529580903251,moderate,clay,24.207847082695384,23.85230858576252,poor,cotton,4.08645594603564,flowering,12.56
+28.91161593372055,76.39175271638368,6.296774441271357,6.174002105145971,low,silty,16.552128134526566,27.49983219940195,moderate,cotton,10.92179760706573,fruiting,17.51
+23.965539548839786,36.39328260127998,2.9296622103680936,4.6414261041821785,high,silty,39.11662707350551,35.42060338512631,good,maize,10.71054382780235,vegetative,13.75
+37.78347975196577,91.57712838044904,3.313434249474261,5.429050805721988,high,loamy,21.5968648934447,16.17699245133329,good,wheat,4.81802263228516,flowering,9.4
+15.523352945668332,94.28850636616156,6.1751646335429085,5.946747447578859,moderate,sandy,31.445194496164188,36.49778458849862,good,wheat,8.874735624985812,vegetative,13.58
+22.8943287812374,98.0714670316719,14.445905907474126,3.154747976432164,moderate,silty,26.11311777258804,42.72505541690168,good,soybean,8.935413137455955,flowering,11.33
+16.422034944441165,95.1265043909616,11.5815309734109,4.403490217279202,high,silty,8.30045620530317,10.1171292836616,poor,soybean,11.474275348554098,flowering,14.56
+34.16318290554068,41.75106575348197,5.13635181778518,3.631703185987616,low,sandy,24.00247143926701,24.738544014779016,moderate,wheat,4.31160273011898,flowering,8.25
+32.552686352844816,60.782147576281,14.298258999318948,4.495814620710645,moderate,clay,23.90755536138032,21.006703616876425,poor,cotton,2.9263864994948348,seedling,5.54
+23.283805468407927,34.03639761575528,9.861878487751625,5.505059921661144,low,loamy,30.049827221180102,27.279991099865587,good,rice,7.595660407359548,vegetative,13.0
+31.891572555176825,84.49677241379464,7.104019847282032,2.560217851489293,low,silty,16.266780581264513,34.611148659804925,good,soybean,4.571761404785474,flowering,7.31
+24.898430654898743,91.07453641152767,7.290352884849632,4.541635563839993,moderate,sandy,35.122823999319266,17.502772052820383,poor,soybean,4.358322218164429,vegetative,8.03
+33.90634478556086,88.1031071438012,6.455794783613182,4.469449989762312,high,sandy,26.791122524364276,15.363824739372175,poor,rice,11.231289063826717,seedling,13.49
+26.354591568417653,54.66935589574679,3.878384761916125,3.5740343515803645,moderate,clay,6.3769459918829465,39.15353642064837,poor,maize,9.231233217565354,fruiting,11.55
+25.30699319579164,80.69391077494248,6.106166787098733,9.98646692322207,high,peaty,29.739252596259117,37.43012562455491,moderate,cotton,8.697870212004222,fruiting,17.54
+38.36824788720752,27.80633356610156,8.154497568629193,1.6626475809486223,low,peaty,36.7438418514642,28.43377975919359,good,soybean,11.522063024229809,vegetative,13.1
+21.271977497267507,23.219581649540054,8.156396585588205,6.786560253571622,moderate,peaty,28.910148335691293,30.05290910879247,poor,maize,2.6904188049310123,vegetative,8.71
+18.011183499914136,80.25891314470087,11.545185082081511,2.5699474588279205,low,peaty,18.29990565381179,20.794449680296417,poor,wheat,7.871302954481524,seedling,9.67
+29.61357783148645,54.0284219462947,5.702568928781612,8.555715903566641,low,silty,25.672709071216527,23.167165104808948,good,soybean,6.874649924232087,vegetative,15.36
+39.23304530710448,99.64394117916554,10.89357142490731,9.227768824083707,moderate,sandy,10.998939485681518,22.803303070433167,good,rice,5.021486631261199,seedling,11.98
+24.445980343179667,27.780337268442597,8.882331662145928,4.613301843480629,low,loamy,26.043941574567803,39.05340434597427,poor,wheat,7.866358458837004,vegetative,11.99
+16.55091909071954,88.4502145228187,14.4467583656391,8.411306044786388,moderate,silty,22.53474605872239,32.22572407183976,poor,wheat,10.002735618266229,seedling,16.06
+23.482631682739186,58.39864524231934,6.086631427492748,3.249185044150544,low,peaty,5.915519096020034,39.179546774133726,good,cotton,7.613809547227154,seedling,9.99
+27.64829135798896,86.17201564031016,13.56763873178146,2.260616565963354,moderate,loamy,16.26614601754403,33.628666363626074,moderate,maize,3.739081475276909,fruiting,5.15
+19.048075165805344,85.37018257361159,12.399316935825198,3.8429043976234976,high,loamy,11.69365371855697,31.82545235268028,good,cotton,7.637159565289885,fruiting,9.84
+31.4525554514123,93.2793601089662,9.746132126547124,4.0750661250194256,moderate,peaty,18.672817436679907,22.82327813931628,moderate,wheat,3.9645510360007776,vegetative,6.54
+39.94373472525501,43.82800090288822,9.9904597677607,4.57621790307021,high,loamy,13.464135026723202,25.81863239185743,moderate,cotton,3.5111757958762584,seedling,5.82
+26.29348689953609,95.98394827696023,1.7274240517929549,4.356630477620369,high,silty,34.19870442546835,45.49591504345858,poor,rice,7.46796639058194,vegetative,10.22
+23.868213918255314,32.13335682860962,14.27825678110477,4.700300075654536,moderate,clay,29.4189221150484,33.037200027143385,poor,soybean,3.060742896335507,flowering,7.77
+25.017604170861667,26.55750220747924,2.050572920688287,7.39030029224617,moderate,silty,30.9040159573257,30.978211895438204,moderate,rice,5.761799922979096,fruiting,12.33
+17.87865445988003,54.529241389787934,8.666882976780853,3.210221195791617,high,silty,17.630355855717603,12.12525905786229,poor,wheat,8.498945536006467,vegetative,10.2
+37.0818400356556,86.26583749134741,5.28602660651274,1.1671803618860952,low,clay,5.12062278064931,36.83556679048338,good,cotton,7.8314807675535905,flowering,8.74
+25.3706413880338,57.873690450675646,6.73285368520285,5.407124962431444,high,peaty,12.670379227013935,37.4406979175789,poor,maize,6.837661732909298,seedling,9.79
+24.681860285621035,86.34293420244113,9.347653657133849,5.034621197843776,moderate,peaty,31.43543715511947,37.62626279295832,poor,maize,4.429925190921244,flowering,9.37
+31.492256823261854,78.37494446354441,13.678344979293664,1.540584908590874,low,clay,26.099288255527885,13.648884570627647,poor,wheat,5.003983138448544,fruiting,6.66
+26.05083552327809,36.754270891114686,7.134723291798371,2.204212613512724,moderate,silty,23.85023579820606,22.018210400619623,poor,soybean,4.198888127127719,seedling,4.93
+31.20583672019615,95.9105299919571,14.822078551943395,5.589288052164045,moderate,sandy,14.818197741616416,24.84904184947844,good,cotton,7.253931298073139,vegetative,11.49
+16.53615725326969,24.86249349035227,9.095774947596746,3.1127568401762136,moderate,loamy,7.650981442213598,43.059875837122775,good,rice,10.87723736287355,fruiting,13.09
+35.34308359305568,91.8623766035036,2.82803216831153,8.898384647273023,low,loamy,32.470326458166966,49.22690936463354,good,rice,10.428436315052036,fruiting,19.75
+38.512598821985065,44.35547591922992,3.255134775053158,2.559632378135456,moderate,loamy,6.35294487981383,26.589903739029104,good,maize,9.998567050997195,fruiting,11.75
+31.21913465398465,60.01184665315194,10.88361001604414,1.1811036866366464,moderate,sandy,7.069776410190749,32.17122829329917,poor,rice,4.838363092131266,vegetative,5.22
+38.86414822147027,53.78814981605876,1.2307680165290351,5.028073924519543,high,silty,15.322733247086465,10.29349034706251,good,soybean,6.712699389351203,vegetative,9.79
+18.785807859249083,33.746764553353295,7.464952855222289,9.8754679954743,high,peaty,25.05267870891648,10.351171256844708,good,wheat,5.916499348627901,flowering,15.79
+26.93540473700884,48.65174931213545,2.6491770921509907,6.704852736758287,high,clay,39.727928080631415,12.980009162212076,poor,cotton,7.26833656308269,flowering,13.49
+30.04516834863618,35.434754903423624,6.781670210078752,4.18626749135732,low,loamy,8.172455138725624,38.77865768975337,poor,rice,6.450311459840588,seedling,9.51
+29.543416185529665,36.31091803684191,11.373802620039934,1.151812103210725,moderate,sandy,21.560977974460226,17.125463912840686,poor,wheat,6.568631097466044,fruiting,7.11
+25.03654447722608,34.964546882110426,7.152787459500796,5.364535957680041,moderate,clay,26.06136560710664,40.31396042611661,good,cotton,2.6827673304237214,flowering,8.21
+23.45211023415653,59.12139042772754,2.870041080223441,2.858194019245872,moderate,silty,33.80868341573786,27.27504605978613,good,wheat,4.01238599957268,seedling,5.51
+18.17060056376047,83.83450940090525,4.152917870171315,6.829786769019814,low,sandy,29.136487029027016,43.99876034827824,poor,rice,5.75797150708324,vegetative,12.53
+24.793561264056954,65.51760270089929,5.8293240354566445,6.247076443581712,moderate,sandy,33.27095528641181,44.81265494409102,good,wheat,4.336860571372847,flowering,10.41
+19.06652037763713,91.45652708406736,1.5086371605530131,3.3869239784846643,moderate,clay,23.28641524914192,45.19331632625531,moderate,soybean,10.7538531806854,seedling,12.89
+33.35914191230546,70.92355908613794,8.972895723176267,1.6199446079680446,moderate,clay,20.188978122638822,31.7401055230599,good,maize,11.018961699091866,fruiting,11.57
+20.22077338736475,75.14720925060836,9.309239973531728,7.795172782363013,low,loamy,26.6554911046374,41.540297209291374,moderate,cotton,8.910005906459986,fruiting,17.46
+16.464132632113348,73.40857837816026,1.401202943422228,6.26917685133648,moderate,silty,36.53047833184652,36.47648934768915,poor,cotton,11.534855281797649,flowering,18.29
+28.80915344543086,55.95673545469929,6.333514157025349,8.579136245577654,high,clay,24.27965067563812,17.46852773032224,good,soybean,3.0954169469952517,fruiting,10.84
+29.88074331798504,75.14710577600663,6.503009901828511,3.3382001407304465,moderate,loamy,26.195759171710577,25.260669020409978,good,wheat,5.466018332448481,flowering,8.27
+36.79782653201264,25.57661971751689,5.340383744012717,6.875758583023709,high,loamy,16.829165362437998,48.494494083521744,good,cotton,11.844897463924912,fruiting,17.67
+29.424540310442048,88.78811775325305,8.587226234801122,2.0681245047581647,moderate,clay,25.86425059424506,40.90258805621633,good,maize,8.517395662900132,fruiting,9.25
+23.637021343086143,82.22497147551339,5.516383605871621,3.626289171251593,high,sandy,26.971744298575764,20.51975507814683,poor,rice,11.551381342349435,vegetative,13.47
+35.07529703815801,39.61839665853431,6.537934552428188,6.908852006896327,low,sandy,31.36989201133865,21.23897350062682,good,cotton,4.114126056491138,seedling,9.63
+28.506972329685524,81.44259634032659,12.06409143790328,8.430231746303138,moderate,sandy,25.026184325454253,20.16724491383084,poor,soybean,6.523023445341693,fruiting,15.22
+16.982007115779794,21.01140811200148,2.850585653737921,3.888329515690122,moderate,loamy,11.914260313279346,23.15260101988595,poor,soybean,4.5792546146829824,vegetative,7.37
+29.146264007831167,37.37972579847043,9.477163081899604,8.18968200900851,high,sandy,25.36741294895289,47.13229505053654,good,maize,11.058078234485729,seedling,16.1
+37.70046363554156,25.210979093671675,7.831118824517261,7.099772142459543,moderate,silty,15.42549931767234,27.34169162176793,poor,soybean,8.401112303977747,fruiting,14.72
+24.907815637455517,82.41815332943158,4.923538743450561,4.138072943568399,moderate,sandy,8.056357326460889,24.570096469304143,good,wheat,8.79528778703944,vegetative,12.02
+22.408145047495,80.46993209427097,11.049252519110956,8.887572439699953,low,sandy,33.890159601095135,19.56729341593722,poor,cotton,8.041037619470917,flowering,18.39
+18.5867364254505,85.09088190414646,8.492231213346646,5.58306159431888,moderate,loamy,7.312523948879264,45.69632259416296,poor,cotton,9.928782464171086,fruiting,14.99
+18.786138048383933,20.358535466042305,7.421742140930083,6.83422140291474,moderate,peaty,27.10961322591469,48.29506241612504,poor,cotton,7.09418177137663,fruiting,13.64
+25.819287108545478,60.09861813427264,10.1812050641824,5.460682077131321,high,silty,39.59731145498169,22.941658023334277,moderate,wheat,10.67749166844578,seedling,13.8
+29.89199560403824,76.38689580138691,12.133209465729731,5.074479644416912,moderate,loamy,8.066671001555342,34.666136929901164,moderate,wheat,2.415259010664069,fruiting,7.09
+17.015385129240045,32.432090299121235,14.603697455486856,8.631799455149707,moderate,silty,12.704614538351972,48.337333897529554,moderate,cotton,9.988248183614116,vegetative,17.98
+38.48921472562914,71.98325820100997,9.625580341457416,3.652339735347632,low,silty,31.628147442205652,29.97920004049824,good,cotton,2.176762154050473,seedling,4.96
+33.878340436129896,26.728807944774857,13.179379788305551,1.3296630012735222,low,sandy,8.391294608918075,28.746494594707283,poor,soybean,5.300056192317512,seedling,6.29
+29.665597957091567,34.50606848834505,0.5158273448328756,8.918043791904651,moderate,silty,34.14537589217456,31.10776998621178,good,rice,6.524899214073574,seedling,12.96
+35.710966773474766,58.06374519956808,8.188417544525421,8.425215577460648,moderate,sandy,5.009454282485475,11.326801276413857,poor,wheat,7.534170707373248,seedling,13.72
+17.004668920302834,72.28521221448815,3.612389457167872,4.299044271126514,moderate,silty,36.14815691931571,22.004760426217864,moderate,soybean,11.03701285155529,fruiting,14.54
+26.920971943328112,31.669530156311687,1.865790627705489,2.6690602483469013,moderate,peaty,7.338810331121072,37.95968873028608,moderate,cotton,10.998099001299137,seedling,11.99
+30.752328171541585,34.81786646647503,8.213579747433686,7.079802787436239,low,silty,37.269294700718376,48.669182243859474,poor,cotton,10.213146130543524,fruiting,17.91
+35.71632265295723,36.35570936525304,11.328984339161863,1.7088481327207532,moderate,clay,35.2592931567749,32.749788807471134,moderate,cotton,11.836772828956228,vegetative,12.55
+34.58673900123169,39.096064375918274,6.477951575878506,4.813792799849276,high,sandy,23.884709160698385,17.619033404170438,moderate,rice,4.982160400349564,fruiting,8.38
+21.92673124283499,38.124307882103295,10.216558015494304,1.7727608938602804,moderate,peaty,32.228201993915405,27.07253085266468,good,wheat,9.3911968070686,vegetative,10.25
+38.5220042389801,51.61192867981094,7.600929180693774,6.381187077958866,moderate,sandy,7.620689675969857,29.60078740886932,poor,cotton,2.635455839841748,vegetative,7.97
+18.10864603577176,72.30317206693783,6.837745056411677,1.2448754542866698,moderate,peaty,9.730174817993529,16.088988397972102,moderate,soybean,5.194931757254887,seedling,5.41
+36.87834046552881,55.042542650757575,4.708721286319979,6.663145380708805,moderate,sandy,17.92505702434351,23.17131204277321,good,maize,5.238899999722651,vegetative,11.12
+39.273506240115466,82.07791269999106,6.0476059602645655,7.058850159604569,low,clay,23.811050582972637,27.80258169191009,good,maize,4.612764058151793,flowering,12.82
+19.42883808056564,77.54148047588919,5.572036646519204,5.38430027162636,low,clay,35.38749909206837,20.47608734960905,good,rice,11.7637175934894,flowering,17.92
+33.051651605094634,30.12215312392605,9.869714168215785,2.5750659636785067,low,peaty,23.993815662900424,24.155455957698763,moderate,wheat,11.445982668697376,seedling,13.22
+16.00713796944996,23.907329865659516,2.182268413547523,1.9125454476448651,high,loamy,28.28218138716937,21.049774419019908,good,wheat,5.931500741165595,vegetative,6.26
+25.135570628478877,90.2353251199685,1.8432273459731872,3.819631133233029,moderate,sandy,28.795954707944144,34.51286090035559,good,rice,5.713928240490602,fruiting,9.31
+27.90708247994185,26.386485325029877,10.070188416022676,5.186860116400111,high,loamy,35.714884465511744,33.14410481380836,poor,maize,6.873720609803167,fruiting,10.49
+29.51613064774085,31.867134457577045,8.42132201324377,6.7798748516036005,high,silty,32.18641603557556,32.067810442141365,good,maize,6.2753489546411805,fruiting,11.95
+38.39843120621399,21.770662044649445,6.737901402768535,1.0112511476664965,moderate,clay,39.19606044682124,13.86941276839515,moderate,cotton,5.020096630472821,flowering,4.59
+31.806267182354865,70.2669092238923,2.7104218239146016,7.399575273118268,moderate,sandy,5.700442336584952,17.34230587572958,poor,soybean,4.633568281304126,seedling,9.4
+27.031948780480924,66.58964505266789,6.459893122105017,7.414407389127488,low,clay,12.27400367948646,14.433086758430736,poor,cotton,11.306159038033378,vegetative,18.63
+35.24187590664724,98.95229331482044,11.951110568140168,5.000840258432499,moderate,silty,37.56560074011441,12.531238670787172,poor,wheat,4.006008955762814,vegetative,7.87
+38.76332052386022,90.95459170537376,13.399507918944227,4.090658011731566,high,peaty,32.727707724600826,19.873195208348555,poor,cotton,5.976948550284556,vegetative,8.19
+15.55165371705727,52.86745419847278,10.687360264481192,8.580777082033228,low,sandy,14.357696111223229,17.780858843833084,moderate,wheat,8.915044209666215,vegetative,17.42
+39.56303180640097,49.7268672730028,1.368726550272772,8.061287338281051,moderate,sandy,39.098632929216365,38.99985596008193,moderate,cotton,11.731705102606698,vegetative,19.21
+17.153303476592008,43.7481627423988,10.22094176071622,9.849484796659516,low,sandy,35.44583595321507,37.835472775972825,good,soybean,9.096616111848752,flowering,20.79
+35.35966948171904,32.19255360303051,3.994291048421271,4.347377248050568,moderate,peaty,7.263002925023983,18.053567153327517,good,cotton,7.4369124899493855,fruiting,10.97
+22.00836881378531,31.04669252816073,5.071143023882874,9.161493443713884,low,clay,33.395844573304046,16.622548931363195,moderate,cotton,6.635733899321936,seedling,13.78
+18.304491443846796,30.582696640768432,3.3401615154197755,1.7866169730365704,moderate,peaty,32.45706646727351,15.79583014061721,poor,cotton,8.448371679558118,vegetative,9.28
+25.996390992845875,29.12918057494228,11.748458963992968,4.703194596257671,moderate,clay,12.740356801702404,22.8019988248945,good,wheat,8.864211960782736,flowering,12.78
+31.09891448619034,39.24096339244295,9.904730778240546,5.18836706873793,low,sandy,28.42362788808366,21.767474735085152,poor,cotton,11.928769906122987,fruiting,17.27
+24.52379612558688,44.53349042504932,9.371608291688124,4.967868845831124,high,peaty,38.95790716609644,11.141504382183689,poor,maize,5.493385425645278,flowering,9.64
+16.364135207067473,96.92631768311328,10.185602840204504,6.6258836958801135,low,silty,28.65540787570754,32.71481872279113,good,maize,4.124367269721695,vegetative,10.63
+29.986528491467915,66.27786008015086,3.933197790356599,2.5318705495435205,low,peaty,33.48178163248775,45.9212587791079,poor,soybean,6.251902791882652,seedling,8.04
+37.56008190276687,99.00766196106248,6.947344007717743,8.798069545536269,moderate,clay,8.478528191632403,31.55426656987149,good,rice,4.462304676421503,vegetative,12.7
+24.58038414868129,49.79735582605386,9.682178962460345,5.965876166856754,high,sandy,30.461057627266207,12.552325298718706,good,cotton,2.461428957796496,vegetative,6.84
+20.40831944077068,56.61013060715528,9.730613400465357,9.13788593211938,high,clay,12.166414979775023,33.98203816779956,poor,cotton,11.672972597602342,seedling,17.62
+26.064433648320385,45.96629273322233,11.981852009949392,1.0236847961933626,low,loamy,7.5148960358758465,29.398241438575184,poor,wheat,2.610912040534393,flowering,3.31
+16.20906777621952,34.631012071724214,4.663007516977603,6.669893022336968,low,sandy,24.32270985606609,46.277153791590685,poor,rice,6.8145592895964695,fruiting,13.94
+35.51218961200687,31.453176622206332,11.669873764603926,4.712120621693495,high,silty,31.27138894090832,24.5287778645357,poor,rice,6.779421489130518,fruiting,10.1
+35.65852027375467,95.60633582462656,6.882674968945568,5.545891555745118,moderate,silty,24.1360702905763,40.07928121742118,moderate,cotton,3.853888723688526,vegetative,8.1
+29.70001158574071,98.94485454390046,10.217504034854556,7.694240597022568,low,loamy,37.60589058917564,11.537610054463649,good,cotton,7.775136295364861,vegetative,15.15
+23.82757222345974,23.592759720698524,7.1079310109466585,3.0443657350302065,moderate,clay,29.348322094812417,38.85972341667417,good,cotton,10.244132919067855,vegetative,12.17
+34.99458411114458,32.027669978541326,14.254847461968676,2.8440949169294925,high,silty,9.11511883984235,11.661063919311768,moderate,rice,10.76365477871119,fruiting,11.97
+28.86717561970918,53.881927384081806,3.0998828387538446,7.327070359634288,low,clay,37.70813679030615,23.788611108101136,poor,maize,5.658578461698308,vegetative,12.85
+35.648307713750405,34.90667810755259,10.287573784444175,5.692291830497621,low,sandy,10.351079385917007,47.92343294982437,good,wheat,3.941893334497,flowering,10.57
+30.786469814575515,49.11043149015066,8.859757511138303,3.1027518825552134,moderate,peaty,31.538940525908767,38.12819212449362,moderate,maize,7.069629433052195,fruiting,9.88
+34.61013683031993,30.32770798877067,3.004600093742297,5.356167712024739,moderate,sandy,10.199028775608143,47.00092424244288,good,cotton,3.217625261787277,flowering,8.08
+29.964074830444,56.520940537743215,1.457091869269185,5.136025651994436,low,clay,39.95030965298103,29.834118783994835,moderate,rice,10.502627533936014,seedling,14.33
+25.35352670539165,41.73556929354074,12.087593640089125,7.222999846737804,high,loamy,16.62656278443029,34.248665012596035,poor,maize,6.602790078319568,flowering,13.31
+38.94864649815344,48.152404460692864,2.783044337870845,1.0239499325735146,high,sandy,22.35752627214924,30.70993222219176,poor,rice,10.897224441316675,fruiting,10.37
+28.52784562197112,27.54501211701981,3.204346900393752,6.280842391943347,moderate,silty,21.33931274446634,29.154583458047263,moderate,cotton,2.376728084694069,vegetative,7.54
+30.12723796351346,54.25024405681134,14.68729624784107,6.45110335461048,low,sandy,8.566402170648342,33.12922521670167,poor,maize,10.459131989613606,fruiting,17.3
+20.512190985368733,98.66060887692558,10.900282346411146,7.7095912346912785,high,sandy,22.29052499981059,11.555974203385766,poor,rice,4.596097006287764,flowering,11.48
+30.64126973568191,46.306643750495226,4.132059203217726,9.003074194319042,moderate,sandy,10.232709800519984,17.427357514230334,moderate,soybean,11.555004657838614,seedling,17.97
+29.2901912370736,90.1143419873948,9.068759922198218,4.961708174005199,moderate,loamy,33.06932862377701,18.58486204764696,poor,maize,2.7715006117250023,vegetative,6.83
+19.620959948675623,87.45593132989481,8.244621656836443,4.082682018779959,high,clay,38.54097016933402,25.313957264384342,good,wheat,10.385461345651494,flowering,12.9
+16.489677433828593,96.16467346377684,12.74486237895079,1.920883397601577,high,loamy,33.282045447791475,27.382205726104747,good,rice,7.338612345933901,seedling,7.49
+30.10898299286928,83.20876098136756,11.075150843573054,4.031522604039097,moderate,silty,20.087239839205356,39.5887255187929,good,cotton,3.940908975617306,fruiting,7.37
+34.092306733758015,72.76774616470519,12.559956319651194,1.6163619799996694,moderate,clay,5.082998893403678,16.62160312898989,poor,cotton,6.311992943846072,fruiting,7.17
+28.085034273050205,88.52675553819661,3.5668455256717557,8.225381848073093,low,silty,6.282521123078878,32.79569963537881,good,maize,5.035192286787485,flowering,14.68
+20.669315632991143,26.05157445258797,9.783178463321576,8.263055330612527,high,clay,22.32623007283626,20.89156571578633,good,cotton,4.382770607686505,fruiting,11.43
+31.663049417325876,57.02645257590462,1.0834924470665146,4.755138915653003,high,clay,28.78205554691081,30.62614977675051,good,soybean,8.216101833867759,vegetative,11.28
+17.002643165240055,99.14049908920472,1.4996388780486916,3.3367711048884177,moderate,sandy,33.68299228050991,35.06461307525974,poor,wheat,8.754040514150603,seedling,10.93
+26.045842620048862,81.56801210357858,10.84614197421666,2.0621806790704458,high,sandy,25.983602880815788,33.2980213421542,poor,maize,3.064645163969656,fruiting,3.68
+19.084168959960504,96.96603024297784,0.8540914883370045,8.661134494196617,high,loamy,39.24095941852264,18.61523191933818,moderate,maize,9.252689924212984,fruiting,17.1
+19.611476276497086,82.37074849067832,8.906592629057384,8.897457505468648,low,clay,22.28223113024908,38.37812518149465,moderate,cotton,6.830085281257559,flowering,16.96
+20.05734872895509,89.99055739537154,12.685873927445686,3.3966065313083265,moderate,silty,26.001007998504857,36.15151429368636,good,rice,7.300885483085828,vegetative,9.47
+24.667676426099447,76.52237058425527,6.009156222061415,6.595844936209873,moderate,sandy,13.05358131096278,47.28013133212444,good,cotton,9.43719575094035,seedling,14.31
+16.27875514050994,80.84016035337919,1.1501863341787355,3.327882983113498,high,silty,16.88811685585923,35.366076981216175,poor,rice,6.318135316706261,vegetative,8.07
+24.94483602322745,61.85424078716005,10.85078801961654,3.026139644292209,low,sandy,28.909610866326474,38.8129763213942,moderate,cotton,7.935497725692281,vegetative,10.65
+27.792686177867523,93.93901606513064,13.980453560730188,1.1908724556827377,moderate,clay,26.05744667818897,42.44110611669014,poor,rice,7.130385756988227,vegetative,6.98
+27.08235712415813,86.00311284986893,10.898985184844884,6.1944347582745625,moderate,silty,17.937710799549585,14.240171309630004,good,rice,3.187406053910772,vegetative,8.73
+24.569602510076013,87.51079725325057,8.887485023540242,2.3494738886700146,low,loamy,8.919368363034529,37.85337087683571,moderate,soybean,6.277041952561376,seedling,8.1
+35.97866520176881,73.84072807704419,3.8354180332463703,1.1113406458023876,low,loamy,16.991532519521535,22.743209223010457,good,soybean,10.361396123948692,vegetative,11.23
+18.633167310512604,44.36639576697992,0.7229465486452065,1.943660479031356,moderate,loamy,6.545445647057272,42.92595101317671,poor,soybean,2.2999304302038954,flowering,3.06
+27.642418594534348,22.850383631211145,10.572745572946271,3.823922724290324,low,sandy,25.326852909217312,29.20722041444551,moderate,cotton,2.336009029108148,fruiting,6.01
+16.55103542391386,94.85241035276356,3.849879549742248,7.022468711005405,moderate,sandy,16.30554166926717,33.224634191361915,good,wheat,11.292100620406638,vegetative,17.05
+16.778891971947743,66.88962790443975,12.943358819144184,2.823607479989126,moderate,loamy,18.294697798613683,20.41350296623997,poor,soybean,10.20155489185827,flowering,12.59
+29.34664624192741,43.85143769185122,7.262279723072864,8.988315062785047,moderate,silty,25.128087737126734,36.0226047431819,poor,maize,2.035347468302108,flowering,11.16
+29.150460622195524,31.930808627803025,8.194215944400614,3.59639569344655,moderate,sandy,25.345072934083856,11.42597320319297,good,wheat,11.345444718322382,fruiting,14.22
+36.95083782111142,86.36185324006037,11.432079891862315,3.9810366048128496,moderate,loamy,25.59201589928863,39.94297137090489,poor,maize,4.977447189950806,fruiting,8.68
+28.94684189150183,86.92161555580631,11.801743813148477,2.961794619567796,low,sandy,22.205692325604147,16.5318336802478,poor,soybean,6.504844879278615,flowering,9.71
+38.99477551012126,85.16063745044252,9.818437079668238,3.2842480336465454,moderate,peaty,22.0842851700139,19.102982048346973,poor,maize,4.3537214626880685,fruiting,7.22
+16.217371209998245,71.6066153573429,14.107261323484774,1.6672160309782762,moderate,silty,33.74268054931805,10.036410514113795,good,cotton,3.7687281909546018,fruiting,4.21
+17.450192119518526,49.28123100735007,14.74332732664608,3.6529352084457054,moderate,clay,21.36440585992569,22.526985396276785,good,maize,3.228012005599195,vegetative,5.4
+16.101646539259534,44.32562278242056,14.229838943431943,8.736557136405606,low,silty,23.76105561802965,25.529968722458737,good,wheat,8.968662036570478,fruiting,18.23
+19.6319212583385,20.684381609453617,12.45059818748718,7.19582087256052,moderate,clay,39.58804567758632,19.35998788437164,good,soybean,2.140558546687193,vegetative,8.01
+28.531752773541957,86.68860469505923,10.731565693541643,8.877413834790548,low,loamy,11.336751809257006,19.20841648401558,poor,maize,5.888940734096149,fruiting,15.26
+31.1393045356857,26.9946157994914,10.11822493928418,1.9437311294142097,low,sandy,30.424734397352456,45.71923952486728,good,maize,6.544720805283491,fruiting,8.19
+16.13962894871672,70.46039984326141,2.004377565347742,5.100549677579432,moderate,loamy,21.561551185984428,23.058100161268413,good,maize,4.929186891751352,fruiting,9.37
+38.64927224613999,60.32599574720707,4.436523028877131,3.0632938568210357,moderate,clay,34.06895879553202,38.89128431823287,good,maize,4.50272875476289,flowering,7.48
+36.05413441625953,62.13514871410809,0.5824792411759669,7.490940315005332,moderate,peaty,19.14113969153575,19.49525972833847,good,wheat,8.145421246040167,vegetative,14.31
+22.41531205392733,94.13702762462188,2.492443118392882,9.732140422533014,high,clay,15.604629945714535,42.36164912906246,good,rice,10.28277670946512,flowering,19.67
+16.9296882556617,22.52920090169937,6.868827418953232,8.338235311452591,low,sandy,12.272516812592208,37.10967964819672,good,cotton,7.056260122048066,vegetative,15.1
+19.247176830476437,81.87137797030178,2.624779986441564,1.3175035007590572,moderate,peaty,35.52830042976852,40.248159692616085,good,soybean,9.117811095608172,fruiting,9.31
+18.17361034387432,24.16419186938457,13.57411951281299,3.8499372517981074,high,sandy,30.141496210800163,27.581470743687145,poor,rice,9.311620383379122,vegetative,11.31
+18.08209448247367,23.052288474830178,12.182638187361588,1.257217214054712,low,peaty,7.691515812389456,45.18258260879399,poor,cotton,11.073476101264053,seedling,11.8
+27.96404221664335,54.38541585131056,1.5383727252980144,1.36150270237887,moderate,sandy,29.972158268268256,24.960496954932303,good,maize,9.33571418996125,fruiting,10.03
+21.14618606233501,25.046013947437334,4.109248874275357,1.715637737479725,low,clay,6.22554709020188,34.03580200195697,good,rice,4.709126781892439,flowering,6.47
+23.95349291322861,83.13151610343297,12.376542326866875,3.486942360735057,moderate,clay,11.356924551630769,35.6028845697175,poor,cotton,3.898339417341513,fruiting,6.32
+39.73763333460806,62.365047491866974,12.144168835118164,3.73782490874318,moderate,clay,25.74791971863634,48.09005543890115,poor,cotton,11.08101660328514,seedling,13.0
+32.10785622313362,22.323102612781955,14.209032976707938,4.604081619113994,moderate,clay,21.22286162817044,15.38090756647148,good,rice,9.666149934664537,fruiting,13.27
+38.72451667617504,23.24005491855356,14.964442543451725,4.644379850196666,moderate,peaty,34.41692535022875,15.424205885866089,good,maize,8.253421799006098,vegetative,11.81
+18.56391387582789,69.01348237915835,14.655915916996268,7.942681106588629,moderate,silty,26.27616323891239,28.48205666668416,good,maize,11.482243347873842,seedling,16.64
+24.553486870814236,84.4889454126724,6.447000792960901,2.272629192210098,low,silty,38.774109681610895,46.715024786625655,poor,soybean,8.731054688606982,seedling,10.49
+28.868295082058857,55.023962501981885,4.129762435129468,2.4196655422383198,high,loamy,34.93142415682187,10.867404318856304,poor,cotton,8.352718137555318,fruiting,8.91
+16.91895154721845,64.36645372284995,11.496947761192406,6.639301465050106,low,silty,16.907535411099577,21.05102429195933,poor,soybean,10.688958323189643,vegetative,16.88
+15.104686090698946,83.98635632399213,4.839456944788447,6.14567936973247,low,loamy,34.19528311994557,21.343452963092417,moderate,maize,9.882460191674776,seedling,14.6
+31.760858344922937,68.84049392334553,12.192805221904282,2.386042349339012,high,clay,35.44773522447348,22.19810411207558,poor,cotton,4.962202793655459,flowering,5.57
+31.04548792003588,37.98081901270556,8.242343590769904,8.670379841685271,high,sandy,38.94037466975456,10.988198764527084,poor,soybean,6.994440738043541,flowering,15.41
+25.269720249990293,69.0441620695583,12.01194549090683,3.961534726910867,high,silty,5.439702458117084,43.02425333321873,moderate,soybean,8.577239446069743,vegetative,11.01
+27.24110190080081,70.26235672521707,4.500258255896651,4.302706136900376,low,silty,35.616050674055685,10.356378106403085,poor,soybean,4.358368156790141,vegetative,8.45
+25.38607501480224,78.72855847049013,7.866396075530402,4.784140727511296,high,clay,7.446336048318317,29.108158159715884,poor,cotton,8.392497553401626,vegetative,11.56
+15.60012612112222,69.6699350045441,8.67834500723164,3.9043168366504215,moderate,clay,23.484055610684614,12.254360921579446,poor,wheat,9.374530850304,fruiting,12.33
+23.38429015543656,97.53937043664304,14.175066981941916,6.017095470453638,moderate,silty,19.513223891336143,41.94576118516149,poor,wheat,4.647385688488521,seedling,8.29
+19.427056384932246,35.783064697365475,4.365664864041051,4.497829508423786,high,clay,37.19585673722587,39.86343347937316,moderate,maize,4.697682968288763,flowering,7.75
+17.460604727534218,96.0872543653661,14.081979469630973,3.3349125335075884,low,silty,19.18031440365768,38.8612344665886,poor,cotton,11.933685995143923,seedling,14.29
+38.91801084723375,63.0671592280013,12.17045427425288,9.14027380939697,moderate,sandy,25.861493585091377,39.45059776433965,good,cotton,5.657689242218928,vegetative,13.79
+29.98399312605414,73.75649123959296,11.097963784257082,3.7751566612613927,high,sandy,29.21575353204047,47.60958220398162,good,rice,2.284799676630475,fruiting,4.78
+33.21640710591507,27.956927796175187,11.909618903184317,7.286400329219397,moderate,loamy,5.666041480803891,26.67243651267076,good,soybean,3.700207917909049,flowering,11.4
+22.884093581652937,50.44607531024856,9.278663165260824,4.125040933212066,low,silty,25.682593877750843,44.46299215700314,moderate,maize,9.53986755112498,vegetative,13.56
+24.82867823735038,81.55033171705381,4.039160151706045,4.916979881897246,low,sandy,23.129714236546103,17.369290122399327,moderate,cotton,8.737792070575429,fruiting,13.9
+20.923099847418086,76.55288120791923,3.2476770481778647,3.123491710611985,moderate,sandy,25.790302386750565,28.050580123536413,poor,rice,10.348241837368294,fruiting,12.46
+17.42414177413562,23.21115105323281,13.061950819830662,7.770966574485287,moderate,peaty,7.651042031949117,10.35636377651574,moderate,rice,8.582347074272565,seedling,14.34
+19.475790936039598,63.72754107977957,11.014521337639582,7.634829262836278,low,sandy,6.944542950779661,21.36561173244262,poor,cotton,8.076809957660263,vegetative,15.44
+34.93785113241215,27.06225543747276,3.591462100033761,1.2001595122729016,moderate,loamy,11.21405181069628,28.326379044873843,good,maize,9.16078592987267,seedling,9.58
+31.938645129594395,99.668514334253,9.418853805178822,1.5417463627116264,low,sandy,35.43252364800106,46.37159353702451,good,maize,11.011143535993586,flowering,12.38
+28.67322189963692,91.78372708266356,6.9894239805062455,9.301388092704457,low,clay,17.476487392996148,22.67806260993405,poor,wheat,9.208627318000572,seedling,16.61
+26.877246821669203,21.68645283428296,2.800499964464862,8.999441625140657,low,peaty,20.191139278676367,36.89634210850912,poor,wheat,3.0719578280228714,fruiting,12.64
+38.06085709140311,88.69196631221047,8.211928085678883,5.5547847350067725,high,silty,18.655819831646586,43.35867221527386,good,maize,9.95753195406738,flowering,14.5
+16.81837369446671,93.5543680446726,4.58202684076305,5.440216524025028,low,loamy,30.002954552310303,23.06118925214679,good,rice,11.83044520862818,fruiting,17.79
+22.0150203309479,48.28385780507641,1.895539800284788,8.311817569454133,high,sandy,14.081644293557217,16.769128067803642,poor,wheat,2.0280859908904385,flowering,10.15
+23.74844633926785,77.56013240382127,7.270895328908457,2.246051321963911,high,silty,7.393767321059946,33.64776576506567,poor,rice,6.917440791368518,flowering,7.8
+34.560645305319696,55.36829969662232,9.056574005356646,6.883292092113631,moderate,sandy,18.23612126927876,21.37535393588495,good,wheat,2.363291439800241,seedling,6.97
+39.81286550404928,72.41859876610752,1.1801429505266825,5.283846950385336,low,peaty,30.474243731560502,36.098084367568646,moderate,rice,11.551527703549633,seedling,15.45
+21.016762868928826,47.22539234385532,6.330344866459454,7.689979263840606,high,silty,37.02388109763133,15.388041733410546,poor,soybean,11.5849876262981,seedling,16.33
+36.85768335342701,45.80473893066147,4.236097837631936,1.270925121807914,moderate,clay,6.778754742760853,16.063793747010386,moderate,cotton,8.29976712331421,flowering,8.68
+35.76556901079478,53.954711108606325,0.94443356525487,6.334529947515447,low,clay,33.36736423079422,37.036922735536805,good,maize,7.063767076984016,seedling,11.85
+20.616434941044165,31.64542069220009,2.322106969366834,6.010553936940019,moderate,silty,7.31630542325296,48.94237759887757,poor,soybean,2.3360020170196574,vegetative,7.49
+24.98331450498056,86.4911171548306,2.5159953028664743,8.567634966302668,low,clay,16.57312162711235,19.87585256718644,poor,maize,11.664234558654767,flowering,21.48
+25.241821732312975,47.895831628930935,3.1516765977105816,7.09152667799525,moderate,loamy,5.780553483691521,38.55651337281084,poor,rice,11.711931314112846,vegetative,18.05
+39.45551671316396,52.01196431246761,12.148974785849855,8.921443225560738,moderate,peaty,36.903959463514674,31.28162447213274,good,wheat,9.432291314782994,seedling,15.77
+19.522297534472457,91.52436901617156,6.872632063933018,8.98545989478303,moderate,loamy,29.737614832004454,43.75366131465353,moderate,wheat,2.2891806621719906,seedling,8.9
+34.97894927761955,59.729905125053705,2.63274688792061,4.67347600809746,moderate,silty,17.919733122188934,25.55543969509162,good,wheat,9.960847334232076,seedling,12.65
+23.35481785432775,63.54031274806904,1.954306020454394,2.236907203766318,high,loamy,18.210980402359095,48.86855984118129,good,cotton,7.619508265342468,vegetative,7.98
+33.27175864440401,96.51984998216788,4.820136651571066,6.672552902399692,moderate,peaty,27.39450022255121,13.295874755874642,moderate,cotton,11.715745501754938,seedling,16.5
+25.500275107391573,90.93811065159912,12.07122502121456,8.863714885676593,moderate,peaty,8.137690670385483,49.385913477673775,moderate,maize,8.820879120162997,vegetative,16.97
+29.458994077913506,33.55733671107516,5.784667795124831,1.6745800977528469,moderate,silty,10.07670209749448,43.849492455211056,good,wheat,11.559088516051066,seedling,11.72
+35.815294333153275,57.8572023934484,2.8185117242621023,6.021309457761977,moderate,loamy,34.652847405610416,44.65832510990703,poor,soybean,3.042107803562533,fruiting,8.5
+35.104139124597104,97.70369819428365,6.359684632419318,2.0349957399384158,moderate,peaty,12.0809580144419,43.69613750314749,poor,maize,9.558459658302336,seedling,10.5
+36.6605795884925,49.78930385828821,8.552017580662334,1.2429639257968177,high,silty,30.433323919688053,44.4745471527869,good,cotton,10.82724359175472,flowering,10.37
+16.490433133616477,49.72584868129601,0.9289706627512008,7.1167181854675015,high,peaty,12.903101598773452,42.60610381273624,good,cotton,8.35955275696665,flowering,14.76
+32.30126382599362,35.602418543132345,9.60080612088251,7.136646506849475,moderate,sandy,8.085121101818366,45.98068544909231,moderate,wheat,7.412668711689808,seedling,12.18
+18.499684418044072,29.145849129530017,6.228960918714445,6.405922404967258,low,sandy,36.50113271462206,28.432029655291487,good,cotton,9.750771054382614,fruiting,16.39
+25.395464200460275,79.22438326047853,0.6410251894023186,8.733005235116174,moderate,peaty,36.55854741106442,47.57163788073651,moderate,rice,10.54951192887607,vegetative,18.35
+28.71471037636721,81.60243749612133,10.271396284722522,1.7278879581413054,moderate,silty,26.18591641690178,25.39851412292904,poor,cotton,8.233184877374683,vegetative,8.95
+25.068487118670767,97.52103708024,10.8296207156584,1.9473423552888345,moderate,sandy,21.17118455419416,39.1406649733738,moderate,wheat,9.3504713801427,fruiting,10.54
+27.990291895075188,81.87345687242905,9.618176934100902,8.780818941815024,moderate,peaty,24.34659728453017,38.414103065532345,poor,maize,5.999053912105102,fruiting,15.08
+39.91315771996548,39.4681995226879,5.457988155177122,5.529490478976368,moderate,clay,19.284459935352608,42.83586009475192,good,cotton,5.479929007609025,fruiting,10.52
+18.380432842821367,23.20932626308124,8.179270383956435,3.457475279544135,moderate,loamy,31.501111560297357,39.535305432618415,poor,soybean,4.040353168794207,fruiting,6.86
+31.88640113341064,98.83499074957282,6.113786738934813,7.643412801867586,low,peaty,31.40962474202374,11.415180278815647,moderate,soybean,8.25118819948315,seedling,14.03
+24.90002415964038,47.236055643488456,10.65901508731557,9.04963350343962,high,sandy,33.664286340871634,39.56611330396535,poor,rice,10.178541131343888,flowering,18.87
+18.32524497268322,44.95772339459366,8.961912700388487,7.206429575826659,high,peaty,23.30241277792481,10.931870656710087,poor,maize,8.634958880085687,seedling,12.98
+18.968419084357738,92.4764167799506,1.6860871504980215,8.127393370106041,high,silty,33.04696515624436,31.329212477082887,good,rice,5.924211869284938,flowering,13.85
+38.731827656140425,66.80799188359889,9.82485659417546,3.5424751617567325,moderate,sandy,10.450150875534309,43.557972279320495,poor,rice,11.872278327011884,flowering,15.16
+36.99003741779405,37.18969390793077,10.46495700789812,3.598978234694882,moderate,silty,6.054715546209938,43.18300642567563,good,wheat,2.061728099588112,fruiting,5.21
+37.67604901037555,91.12769941729916,5.875181618913142,8.777114923191691,moderate,silty,27.68185670095208,43.65251965032086,good,wheat,5.098898984463304,fruiting,13.18
+39.78831939568467,99.46886840437946,13.198893823915714,6.533765637896938,moderate,silty,8.691660625981235,34.096425111103336,poor,wheat,11.681827734437103,fruiting,17.53
+20.207884750212948,26.934284892066454,12.723708145251958,3.107464765063628,moderate,peaty,24.273446887922944,17.352481827628722,good,soybean,5.853814291087852,fruiting,7.95
+23.885983434101544,88.98013026419898,3.039914596546199,5.717456339159909,low,sandy,30.239373425037066,30.319124718991198,moderate,cotton,8.201508534367228,flowering,14.76
+31.730475748121663,51.24125581475152,13.611861473045094,7.172744243250244,moderate,silty,19.24798991795473,30.64847559687877,poor,maize,4.3968723533916725,fruiting,10.93
+27.095063496516183,61.92579572053635,6.892649386678624,2.966941731257092,high,clay,6.535544927620292,22.99071003544765,good,wheat,8.900105088089889,vegetative,10.06
+25.459738334458336,93.18527806119846,10.994369963197254,6.894157673869623,low,loamy,36.04959901046058,26.96397103669176,good,maize,8.487274288123801,flowering,16.55
+23.945281233389828,97.87033566200938,12.304406601024922,1.37930364835991,moderate,peaty,6.513576462000694,44.88706673460605,poor,rice,8.171283361865806,vegetative,8.87
+29.844515798586308,40.97311283270395,7.824130105510504,3.733224607037451,moderate,clay,36.66633784479489,30.71711342843153,good,cotton,5.760325122607748,seedling,7.93
+29.38983571600205,37.0280616767931,6.286978120876828,7.065746305535033,moderate,sandy,6.842070577395112,38.189752826896566,poor,soybean,11.563310215542838,seedling,16.12
+19.036445851606004,26.44132468732095,13.774044844918926,2.344141589409114,low,loamy,30.73058244639757,29.832459135518008,poor,maize,8.436094325146351,flowering,11.03
+26.793495937960977,64.94382821297104,3.847376517563637,2.9997912757824903,high,silty,37.36963667782686,34.69885189123519,moderate,cotton,2.928536756846899,vegetative,4.18
+28.836794405246245,21.08835163605346,4.226066126927595,8.911839613225503,low,clay,36.74431097953787,13.703479907112888,poor,maize,9.36402109304659,vegetative,18.19
+29.25717346828476,52.951863808794926,5.743494553194838,7.068889894884476,high,clay,36.26847177539135,47.25552827378869,moderate,rice,5.195505755094028,fruiting,11.08
+20.252679822808798,25.870721332160684,12.9622537805732,5.490268392310064,low,silty,35.907751812335135,27.437322655575088,moderate,wheat,5.301480649474416,vegetative,10.74
+33.55678480630717,52.41806263434672,14.1124298310896,2.8980405291470706,low,silty,22.864340581918533,39.93210677149021,good,rice,4.258125199206189,vegetative,6.85
+15.62997737052674,23.19457514124874,3.690981863945497,4.072686909240323,high,clay,24.519179269107063,36.68404505435795,moderate,maize,8.479723146744895,flowering,11.45
+23.870796388579063,86.8173808487015,13.026117140653058,6.168974484586233,high,sandy,26.6901115641051,41.9708873448014,poor,soybean,11.558138190209174,flowering,16.9
+34.50531621339084,36.77911951508527,4.243942912294255,2.397813345142016,high,peaty,36.35819395690911,11.394916266019672,good,maize,10.186382133494591,flowering,10.71
+29.09732302638506,46.26469682863296,14.574298077873376,5.3356967190837,low,sandy,34.335614684723616,47.41407460827688,good,soybean,11.241013238678232,vegetative,16.35
+21.529060812771505,89.60383972851135,9.162414433732945,4.6807695472422015,moderate,sandy,32.40424984144136,43.18987378816304,poor,soybean,11.307483840451695,flowering,15.66
+32.37382798357619,79.7012849065764,0.6027537779870447,5.290186072848565,low,peaty,28.650347231375186,43.3504624360826,good,maize,2.0154579481094785,vegetative,7.15
+29.184773603901835,37.52306893136468,0.9948836090320794,1.9500473915226948,low,sandy,26.643430269550656,28.68453768917168,good,maize,8.243258532622962,flowering,10.21
+34.90609023640968,25.75195349259968,2.638525696668273,1.9584737834052568,low,loamy,37.2863399883878,41.85295631563634,good,soybean,11.30088253869884,seedling,12.59
+33.37562965474558,77.25390214842716,3.2198107883719724,9.676998574716892,low,silty,11.742546554934645,33.00728141231053,moderate,maize,7.514100594438586,seedling,15.15
+30.252698050905867,51.25620405504875,11.630477280985652,9.814309603522917,high,clay,11.745375146493656,30.139121438554312,good,cotton,8.801855575744952,fruiting,17.63
+27.20444188277035,81.2863999294577,3.7301052080457735,4.835481921206364,low,peaty,39.38643351799448,41.39687897130428,good,soybean,6.367329831848005,seedling,10.03
+18.329553141688084,55.62358179001684,14.552553490722968,8.100959082857536,moderate,sandy,24.36056615461603,35.11200131727023,good,soybean,10.518526359003593,flowering,18.73
+21.533325447134597,47.68019303778211,9.723624829442604,6.902122842307692,moderate,clay,21.91809467718912,13.08641667938522,good,maize,3.633233809107912,seedling,8.15
+25.477486822927133,56.09643265699172,10.541503884176008,2.052251691565501,low,loamy,34.770838118915535,22.58038486072773,moderate,rice,2.92118936490614,fruiting,4.74
+29.98248217515972,79.88471885365414,3.658339529635509,3.67010791601228,high,sandy,34.741877297433035,34.88370819032918,poor,cotton,5.726298286283508,flowering,7.73
+27.84269638038262,92.17762292322992,13.444241554378728,3.822862677800684,moderate,sandy,11.180930572929055,46.15203661784025,good,maize,2.788850315954588,fruiting,6.23
+22.20461314898824,23.981375727086043,10.183311305889005,6.361969913733015,high,sandy,11.075030742660346,47.32003343923186,good,wheat,3.415890818036768,seedling,7.06
+15.161608944742763,61.92892329815641,13.033881552957023,6.21979041083023,high,loamy,32.834266777289315,43.55646489396164,good,cotton,3.5749080398647965,seedling,7.03
+27.40598054752035,22.62683432671021,14.368975909852791,9.3115782433248,high,silty,32.497135125232234,20.172501582461663,poor,wheat,2.049505349161408,seedling,7.98
+22.14064971405608,57.4727636019487,2.3217941680891485,8.110326825786466,high,clay,12.881534069108202,28.935274993887724,moderate,cotton,10.140995543962488,fruiting,17.41
+33.36520751776338,90.82262632775203,1.900514838899712,8.711628981426763,moderate,sandy,34.45285476851101,27.33561578688409,poor,soybean,10.924914666016274,seedling,17.49
+15.598656631762088,48.92722131362477,12.14941348554972,9.021057522499085,low,sandy,21.801789560618264,27.54741199658143,moderate,cotton,2.4008100087403976,vegetative,11.18
+29.62069528264477,94.59603368645146,13.058827856865468,8.211490052994822,moderate,loamy,21.449619013570068,11.991383313643183,poor,maize,4.330318221178819,flowering,12.82
+38.53685593765164,70.44867773204875,8.964540602730793,3.9959313495139694,moderate,loamy,39.49927575388723,16.945521413577893,poor,wheat,5.410876305547364,vegetative,8.69
+19.36023167778749,94.7324275034405,5.8070079423825485,2.9351167420105004,high,clay,23.172510880370652,16.13040940571163,good,rice,9.982381339475326,seedling,11.0
+26.791237268764885,80.57333003300158,9.963129723090743,6.145906042189423,moderate,clay,9.79658824975782,34.69074252948111,poor,wheat,4.332608275699251,fruiting,9.45
+17.285549795428455,28.274813331900983,4.932129052590631,7.206114848079869,moderate,sandy,14.80545371338812,26.471934543459035,good,soybean,5.992351377068877,vegetative,12.65
+30.642047806533817,38.49210940501416,3.956592536225288,4.4791117206684925,low,sandy,16.678874027789508,22.975520107484343,poor,soybean,11.73757816234222,flowering,17.07
+28.76329201490564,51.5336363666805,7.578105538145349,8.635047849680593,low,sandy,38.54634282671218,27.756203615945807,good,rice,10.277499519707789,fruiting,19.25
+25.18413810532081,33.60855056096608,3.6342305002925057,9.64509933536185,moderate,sandy,14.241308445657085,22.96856198588605,poor,cotton,2.996636225173728,fruiting,12.36
+28.03442553684353,59.59292838213284,7.513702320570007,6.124561535236168,low,sandy,20.064102877380208,40.29879278566301,good,cotton,5.195405904119654,flowering,12.36
+37.41436646172525,57.70945245611925,14.370794329221791,5.109328559945965,moderate,loamy,31.237244231733182,16.68167737446952,good,soybean,7.769562917712453,seedling,10.8
+19.90735755777668,96.5007358421905,12.676868516452162,8.585984052482662,moderate,silty,14.593370803393672,12.245389366933347,good,rice,8.828857259254963,seedling,14.62
+15.56411279263368,54.69823063167822,14.153648332750324,1.2184259229044798,low,clay,29.557471862528857,36.028216903790906,poor,soybean,8.446432945814706,seedling,9.15
+36.54162211747752,82.85014434303983,12.1917701352867,2.1611135425082324,moderate,loamy,12.263115872482455,19.2231660701451,poor,wheat,2.843989368718968,flowering,4.01
+29.427927059697662,95.3528435881184,5.643888571221012,8.61091893105641,moderate,peaty,13.488111654730076,35.73417106117776,good,cotton,11.93211384533322,seedling,17.85
+37.266461386546055,90.15910647791884,12.274655958997606,7.588257270831932,moderate,peaty,39.52161780831663,12.341670938162183,moderate,wheat,3.829539829834299,vegetative,10.46
+29.923630585329317,36.69340996092735,13.882278281521604,4.745230283838934,high,peaty,17.91305432465048,19.88388491913512,good,wheat,3.7578056677546607,fruiting,6.88
+35.25402724899256,59.68239154028354,14.23201892363729,8.999666719519645,low,clay,30.53901404662853,16.15535426780727,good,maize,4.418895526178819,vegetative,13.2
+25.7418340838787,47.819182583674056,10.406368834932458,4.1631245888084845,moderate,sandy,34.40220839291514,21.62693243170697,poor,cotton,6.107152944291638,flowering,10.13
+33.74649828220672,51.98869561097724,3.564816335319141,6.704608220802257,high,peaty,17.139831057328966,23.15421012531617,poor,soybean,5.208595833617121,flowering,11.14
+37.8260366722464,48.864546099660096,1.0760727237880174,6.709010232933244,moderate,peaty,17.50093254986767,29.807872207823216,good,soybean,7.120248500682169,vegetative,13.06
+29.30307409305516,86.10873681400034,2.6344033083222587,2.658987033528126,moderate,silty,32.058096114120474,30.805545811998314,good,wheat,11.107310831657824,flowering,13.28
+19.51962876405949,56.171124409795794,14.500430309462208,3.563665625476522,moderate,loamy,26.24504704905884,35.20392155725118,moderate,rice,2.404787236792413,fruiting,4.85
+21.719940375754955,61.895546579575054,7.200403950795157,9.244062304264771,moderate,clay,17.661317081797936,23.266084867793783,poor,maize,5.8693048799408825,fruiting,14.57
+19.966114422435144,98.59578856376598,12.897297215064834,2.6507336841407536,low,clay,31.23481222293072,31.2808497114198,poor,maize,11.858377599122589,seedling,13.94
+21.17142568989332,24.798341775321315,7.243140226595221,2.5621715966286205,moderate,silty,35.229675230706945,49.60469308997346,poor,wheat,4.479644533669489,seedling,5.8
+22.66038623377591,59.03661118325991,10.081854960167671,5.3165392636048665,moderate,peaty,13.226339973514827,18.42557103599688,moderate,maize,10.185132381403118,fruiting,15.3
+28.878344668829712,81.92493655568929,0.8500412682738379,1.8297763141405687,moderate,silty,5.852464686413122,16.108232309204652,good,maize,5.919886613851283,flowering,6.61
+29.69979073659582,32.092956655058124,4.123041669430818,9.05163570085936,moderate,sandy,14.59514732714525,43.70256409112112,poor,wheat,11.102523793655267,seedling,17.45
+25.662493681046527,68.92252756918191,6.825904560617544,1.90134224481224,moderate,peaty,28.607137371989666,26.414623958068795,good,soybean,8.369552514118375,flowering,9.09
+30.385519495520885,39.15718236275734,9.644150183735366,6.54901729156715,moderate,clay,37.03382880694177,43.87534742674289,good,wheat,10.93275559160308,seedling,15.13
+17.039373140284148,89.39232905796541,2.987057226771088,4.058036708007863,moderate,loamy,35.20725306183181,26.98756042640428,moderate,wheat,8.347016073694139,vegetative,11.9
+17.194705926454,46.16797323200635,11.585996231922106,8.238455969239304,low,silty,12.77597096245848,10.86739447385777,good,cotton,10.902776428886472,vegetative,18.65
+19.29573650894146,46.32502535207277,5.783868238975441,6.308296711907847,moderate,silty,35.83500583047524,24.99492151573088,poor,soybean,11.041042132676823,seedling,15.5
+27.951937451008614,67.85551028143148,12.352811403891325,4.494755269714943,low,clay,33.375610205323774,34.40522728934427,good,wheat,4.995819677753034,fruiting,9.41
+20.34986696745784,34.6850326495927,1.920551810728476,9.854856860903295,moderate,peaty,30.704033253080844,27.90219048419232,poor,cotton,10.388091404916183,fruiting,19.73
+22.082110087314437,42.791091112244885,10.356470521394392,1.596078896189776,moderate,peaty,29.087940758270623,28.37371874233169,poor,maize,10.400429099214946,flowering,10.87
+25.00782090432485,53.33054800955292,4.753260831494398,6.20007672907609,low,peaty,33.24823720951876,49.93263768180968,poor,rice,9.050718496789411,seedling,13.66
+35.29665310025949,48.29102905120883,12.03305602477796,9.906114803896404,high,loamy,35.160532799428765,31.765086699293654,poor,soybean,4.411461954240238,flowering,14.18
+15.346553397821502,61.990177440446594,6.331471192114953,7.218573788917154,moderate,loamy,33.66890126945111,37.87759020739969,poor,cotton,3.078504398978637,seedling,8.12
+31.23447050591556,67.9712115255173,10.147569667821712,7.657926684779737,low,peaty,9.264691982582816,38.838916863409295,poor,soybean,8.180282072206769,fruiting,16.32
+31.721913276017133,65.33339630001316,14.047426395228864,1.2888203012153734,low,loamy,30.275416924082013,10.006850214719009,poor,cotton,8.53919716667808,vegetative,9.4
+34.96639450891591,72.33346495935459,0.7990861641995832,1.1922684678726616,moderate,silty,34.44564772660654,32.09843912778788,moderate,maize,11.702216541529712,vegetative,11.81
+38.31882347650783,44.61996132862562,0.6611933438484177,1.3249910078397351,moderate,peaty,11.499710236203429,48.52225102272651,good,maize,5.981590068082798,vegetative,6.63
+15.503446223732244,30.114098172402244,11.669049156562345,9.92551511958609,high,loamy,12.482914051341512,40.03291291311276,poor,rice,9.22722150890528,seedling,15.81
+18.84459263783041,80.86460331448617,9.872699246867134,9.815677846667665,moderate,silty,32.50919410576717,23.61709681831478,good,maize,10.791563054162063,seedling,17.85
+37.15428235139983,88.06243061045456,4.748205947314274,4.010580331878357,high,silty,17.037522000136278,24.58284842055725,moderate,maize,9.98820156632134,flowering,12.6
+26.462964054675385,40.560498577794576,7.668752190226803,3.61883634639246,low,loamy,18.989535175955616,22.14468791145686,good,rice,6.042789591420123,seedling,8.77
+29.11476597333659,52.56735649264158,1.1080671511835969,2.3136287096605983,moderate,peaty,18.20057471344405,35.208330808729286,moderate,soybean,4.394651370624242,vegetative,5.37
+31.575680093078685,59.88553735708442,3.290461277737992,3.9622626924828257,high,peaty,12.449137525954212,13.892619587812703,moderate,maize,2.319888572828082,seedling,4.07
+31.976665112390936,62.666147420234914,6.655197430643929,4.331349374925432,moderate,loamy,37.85780022977111,21.60001655211555,poor,soybean,9.580877665656576,seedling,12.58
+38.293510082912704,72.75921368701215,12.593644035211494,7.7345453508313025,low,loamy,33.20509891791311,29.928579029018,good,rice,5.847840117576576,fruiting,14.06
+39.92373543529175,23.328258668425708,7.45517415147123,8.796641976277613,moderate,sandy,13.768868748826147,31.408682813882685,good,wheat,7.018589689911602,flowering,16.48
+33.00393652327351,77.71816661872137,9.002256315626692,7.720616077672492,high,silty,8.713051075855907,34.296306786048326,moderate,maize,11.82287593208664,vegetative,17.62
+22.18053023012877,24.95768055835282,13.169429983909817,6.818275909860152,moderate,peaty,18.04135667439385,41.888999442066805,poor,soybean,2.047818730484479,fruiting,8.15
+36.99381005735859,57.46308541382943,4.977874247038256,7.893100702799181,moderate,clay,19.535794900368813,16.5294570720745,good,cotton,4.755129848956063,fruiting,12.02
+16.23052286351904,86.21369084553552,10.66014015597981,7.646477312366247,moderate,silty,5.248224704165161,19.000608930855023,poor,cotton,11.810998747335638,vegetative,18.11
+20.777021321862406,56.0972250622717,12.994175250834674,5.281747243573553,low,peaty,36.0503254721834,44.89251212418892,good,wheat,6.879619003802102,vegetative,12.08
+37.43464293659287,31.927179901459823,3.4379276600945627,4.02266262215222,moderate,sandy,34.79493609488868,43.24635702634307,moderate,maize,11.376596823781874,vegetative,14.51
+21.404787860983877,98.80270760047678,5.668933394643571,3.545026451898396,low,silty,34.75571507823972,42.8628289840115,poor,maize,10.514023494755268,fruiting,14.24
+20.51627649054371,91.14283696594106,14.707247521395647,7.114199135615035,moderate,silty,33.203113889869385,18.344631159254806,good,maize,9.11652161369936,seedling,14.3
+18.453132328506182,81.70509065800113,14.75666918954506,9.633737120007028,high,peaty,30.659407368309665,12.330266893328156,poor,cotton,9.137473401566009,vegetative,17.13
+36.47779394117291,52.920928231936834,3.7368339892621,6.229492470420671,moderate,clay,27.20822435207589,30.936594351418396,poor,wheat,2.0463675538993904,vegetative,6.96
+27.50145647977717,34.707658151143825,1.4634646639431077,9.212738522250394,high,loamy,38.61012400778764,44.801711791817,moderate,cotton,4.97199231819244,fruiting,12.92
+31.87233007635387,95.3128945134801,4.428363363995767,1.1280643387565277,low,clay,29.910547069187984,19.500675327088903,poor,maize,6.4086326153292905,seedling,7.04
+20.976659601875745,62.58809012137112,6.267113380903465,8.15023582062405,moderate,sandy,27.05857811341995,46.16801204752213,good,wheat,7.198047660140354,vegetative,14.55
+33.95101052528041,88.18843683099881,6.894581213501874,8.682423921640716,high,silty,32.608878076274934,15.661300070242152,poor,cotton,6.43847618847529,vegetative,13.5
+34.00013862405246,47.36760046075406,9.472691456291145,6.678944541493262,low,peaty,13.619321365665936,21.923847997185817,poor,maize,6.364847030115548,vegetative,12.61
+22.814950622707503,46.823065366357646,13.542790021907424,9.406548994255566,low,silty,38.85009375950722,21.93152948384761,good,wheat,10.626130762728808,seedling,17.91
+25.26706582525707,98.84323845392314,5.290046172653856,6.309216935931697,moderate,loamy,5.67066918439741,16.044006794875166,moderate,wheat,11.69603176780417,flowering,18.24
+20.242256935755023,61.74664387958799,12.824775764738524,3.164832122740744,moderate,clay,27.694173967208613,44.91112691343383,good,rice,10.470342629659164,seedling,12.39
+39.41402558307261,31.255633908859703,1.85544435343609,2.9414550650337485,high,clay,7.698297015130153,26.503597711209498,good,wheat,8.911531859402519,vegetative,9.89
+31.14006442646029,37.57397423957659,1.1071831351116137,6.002526400234437,moderate,sandy,34.865706566334445,17.626298056003655,moderate,rice,9.362917023080367,seedling,13.43
+38.36359701788789,58.555542351417664,7.808655155290188,9.1583553744659,high,peaty,38.86740418865324,15.889769957510866,poor,maize,9.373301073139965,flowering,18.3
+22.58463859072833,23.397672839072907,1.365102238293771,1.651311511795693,high,loamy,19.301375542737723,26.83656411272294,good,rice,9.997040626181567,fruiting,9.86
+34.547272824922246,57.00271883026404,6.191102117896337,6.439514609898199,low,loamy,35.00076438118769,10.69153562852749,poor,maize,2.559150670229015,flowering,9.91
+34.14646609711855,53.51526736641021,13.503282694603898,7.928231256838221,moderate,peaty,16.750247061737934,14.842243763839983,poor,maize,2.747839327963844,fruiting,9.9
+32.291391296663534,82.34690122555895,4.001504025008364,2.0386186266121222,moderate,sandy,10.57912930596059,10.14792342061514,good,soybean,2.9737597310298804,seedling,4.16
+39.140974381670006,48.39535715913934,10.736648739311097,2.0509272164081165,low,loamy,14.682728764295849,10.975418649460966,moderate,rice,11.111835189123486,fruiting,13.16
+24.83888340265789,98.60390092316794,4.884298189655969,4.295151970026293,high,sandy,15.564468752488803,49.89494907392022,good,wheat,8.217952097961959,fruiting,11.02
+18.26793308974393,34.46159354407225,1.1513408010109665,3.464930561947452,moderate,peaty,27.073381315949263,27.95556864089265,good,wheat,6.553216917229013,fruiting,9.72
+31.79272148110152,67.27893479745079,8.572013430449486,2.784827430043208,moderate,peaty,32.865181323263755,39.15699114073692,poor,maize,9.702344483942747,vegetative,11.8
+33.23274501193016,27.17594376066037,12.6053756127829,2.7882475625021077,moderate,peaty,12.182579158897294,39.483229947301226,good,rice,4.201083461811134,flowering,6.77
+29.376514336470365,78.70911871951856,6.437292500967981,2.1760212918235227,low,loamy,8.087219196402357,45.21629903830335,good,cotton,10.050142503871143,seedling,11.47
+20.17044732833491,99.58029504495772,9.450760483642265,6.497686117737572,moderate,peaty,12.75781450042609,14.149831361144312,poor,wheat,5.458576418891974,fruiting,11.65
+27.611398541733884,85.53109102013057,13.550342166037025,7.193130432256783,moderate,loamy,15.378823784426377,31.02690007448529,good,cotton,8.344723662211942,vegetative,14.68
+22.804743414228238,64.45628325762411,11.950570434686323,7.326426041911401,moderate,sandy,14.793513099809545,22.86877443071328,good,rice,11.87454509209339,vegetative,18.38
+25.686663204167225,58.779308591975365,3.31120779119588,5.791185785247455,high,silty,12.698266285326802,31.939293427330952,good,wheat,2.718782927899735,seedling,5.89
+31.1304643961166,86.80239690134775,11.134067410792584,9.5761564269901,moderate,sandy,21.31000720237225,23.28478106221983,moderate,cotton,11.57490482260244,vegetative,20.47
+33.630368567270864,94.87792677685796,7.777448864822204,8.924794998310592,low,loamy,34.959399568377364,17.34631790870074,moderate,wheat,9.677944721879122,seedling,16.77
+20.805617272533578,99.13652206384744,11.316518714348229,9.61868028399652,low,clay,8.512197486259582,36.9130890796538,good,soybean,6.454302668596513,flowering,17.57
+25.133134016173837,51.72313820515873,7.670475482572163,4.4991593031446016,moderate,clay,35.17105094072997,11.53715763463345,good,soybean,3.025301699293083,vegetative,6.08
+21.72903927479073,99.27339798356098,2.3553933795703914,8.90004843959522,moderate,silty,22.39529508517905,45.81542107415448,good,maize,3.116984658495958,flowering,12.38
+19.96579034654673,32.47410017390652,8.763686976993968,7.865872294661954,high,peaty,28.11638022214235,15.85061810993925,moderate,rice,7.824319307179224,vegetative,13.79
+34.58468049989596,40.28398207455274,7.635942889761429,4.059756127306118,moderate,sandy,33.53784922112535,34.60576911725609,good,wheat,7.254492394554493,flowering,10.46
+37.731317360924805,27.12128997871169,8.009865137800906,1.9593393265379735,low,sandy,15.651442675058972,40.168190443782365,moderate,cotton,7.353954516946108,flowering,9.24
+24.25580464211442,41.73908131875854,13.24408557786512,7.143591249071269,low,loamy,38.398211182282765,12.917099018915724,good,wheat,4.779459315848772,seedling,10.3
+33.78197310934417,81.4350041294409,13.475137177240644,2.228070917096923,moderate,silty,7.930769331638714,46.131782718778425,poor,wheat,2.91771382489196,fruiting,4.22
+37.42488223411028,88.23394865427598,7.076288048102916,3.6439822630100087,moderate,peaty,23.46832555945117,24.247087439442385,good,cotton,9.994398167089848,fruiting,12.54
+36.15310526325579,82.31141160820573,7.108114598561281,5.5032811879940855,low,silty,13.918117907950185,49.86905702963829,good,cotton,4.217656771121327,flowering,10.42
+19.570334713480648,70.4852622534157,7.970210903652932,7.118942816336258,moderate,clay,19.278120409041385,12.751276817871345,good,soybean,8.453890403871245,vegetative,14.37
+38.907297037834034,61.117321001811646,8.034044535846725,9.336048914775745,high,silty,20.710244489259622,38.67093578104888,poor,maize,5.648395113879087,flowering,14.78
+24.416911010736563,76.69634313709172,14.280613590597133,6.339160403640969,moderate,peaty,37.00791030916333,16.428577746839057,poor,cotton,8.340291746547432,fruiting,13.71
+23.481016529345908,51.26668394137774,9.916306776973656,7.0427178970488535,moderate,peaty,20.455353327428444,26.10770442934253,poor,wheat,9.694118969801508,vegetative,15.41
+16.560783181944508,87.30466811997614,4.523126425875187,3.7901246513588025,high,sandy,29.428175442560903,27.72849874609601,good,soybean,3.939795878680479,seedling,5.71
+27.15434135262208,74.17520751814283,8.207283555832854,7.18563354785685,low,sandy,38.31171103858016,26.24619382874993,poor,rice,2.137250525722385,vegetative,9.11
+17.725340391023217,75.82437587955269,9.594741952165752,4.940111086570671,low,peaty,22.30864034384325,23.502922929107303,moderate,soybean,4.791067844875911,seedling,8.42
+21.21349552318565,62.8748794503257,9.776689954702483,8.712380645953964,low,sandy,19.290847508752165,40.6883808296446,good,soybean,11.61279636952507,fruiting,21.11
+22.923565544182036,90.8183187368938,8.98618628045365,4.532054625113269,low,sandy,39.05389551731758,42.79558116470081,poor,soybean,3.831087972663529,vegetative,8.07
+35.2206580872921,40.1611786943242,3.077174242012292,5.2144481949090125,high,sandy,33.96867242365755,23.424567337531368,moderate,wheat,6.733388791579424,vegetative,10.12
+36.88721625989741,50.49181226888406,0.9871012416528584,4.893289812192321,low,peaty,37.89205178821116,29.30579646174681,good,cotton,5.733931696181881,vegetative,10.18
+22.56165793653674,82.21140557421512,5.398724259319389,8.300105508766466,moderate,sandy,18.9028829357709,26.87031990521112,poor,maize,5.09536804776945,fruiting,12.77
+36.467453031114346,59.41991169034701,6.699071241123677,9.583292773107148,moderate,clay,29.371353669576337,33.74067461106121,poor,rice,9.30921418890687,flowering,19.15
+36.43077343424478,91.13712107393526,1.3961614738532555,3.945486708849466,moderate,peaty,13.736370098500212,16.010641010238512,good,maize,9.216762554790158,seedling,11.34
+34.11627375962183,47.71194558102819,12.31702640128777,5.275251106858692,moderate,silty,35.30377031046186,42.227397644547466,poor,wheat,9.8013255115318,vegetative,13.97
+18.667377850379538,49.54641350557158,5.489122843898969,7.353336400239121,moderate,loamy,37.65777121851702,41.88050872522127,poor,maize,5.391737865942282,fruiting,12.41
+32.25807117251823,91.09886315093004,13.747674819588315,9.05843459831258,moderate,loamy,14.37532588050863,33.6165263431236,good,maize,5.592073297594965,fruiting,14.63
+38.625601614514224,57.14962561456328,2.7389465637128447,5.443306271614186,high,clay,8.672634254750132,39.84576911744573,poor,rice,7.472468881312401,flowering,11.8
+32.063511969178926,61.28996673619894,1.3255568755910447,1.9800415740405453,low,peaty,12.025716105630128,49.54020671609644,good,soybean,2.0379046669249616,flowering,4.39
+23.290421227695848,46.62109722685435,7.493583513601665,4.318042451511894,low,silty,27.149124570411978,46.90032032092207,poor,cotton,11.538279152503588,fruiting,16.17
+27.514482935770783,42.13359537432655,3.2423753839727465,5.953256968961017,moderate,peaty,14.526415048397045,34.45795795463261,good,cotton,4.34448616786988,seedling,8.32
+31.14312608377634,72.47589686707136,14.092289495878989,4.757721453694293,moderate,silty,27.35137922711769,30.456056950425893,poor,maize,3.723661340552123,seedling,7.0
+27.76426021821259,29.58725292329631,0.6493992775792148,2.6790015410926307,moderate,silty,17.2566045528317,31.38108245608956,good,rice,8.37378024386793,vegetative,10.24
+17.998823543274245,90.34181129463276,6.482985288356007,1.3329054580889574,high,peaty,37.08924049445849,28.664580137137904,poor,cotton,10.481039661664797,fruiting,9.75
+22.80160111630052,82.33625094120863,13.93784268450494,7.186677994719054,high,sandy,20.840918939215687,29.209039103380977,good,cotton,8.419481088248876,fruiting,14.62
+35.059900763840815,35.25986109646422,6.074063997581641,9.934634716994282,high,loamy,22.416768353335154,39.2814804293802,good,cotton,8.292047468772598,flowering,18.11
+36.535451152387935,75.52159566596524,1.850084568706681,9.272859705069552,moderate,sandy,17.18227371357853,49.684865233394994,poor,maize,6.883882168241219,seedling,13.71
+18.432500817889256,68.21063370285079,4.891976671495913,7.149438197747322,low,loamy,7.556324335627036,11.812571889988742,poor,wheat,10.906879079809135,flowering,18.91
+38.80966880996812,34.76280405893153,7.721150710599285,8.573768276647863,high,sandy,22.277267948915604,19.20752487813798,poor,maize,11.67218655469125,fruiting,19.41
+23.220565446215232,41.8562804840186,3.18469946647833,3.3015485662047386,high,peaty,32.10275583150592,18.408305474124024,good,maize,7.952642653080683,flowering,9.98
+31.557843468268,52.71892029870675,7.265144724577297,6.601909924706018,moderate,peaty,38.35551634995324,43.31424720350604,poor,wheat,2.788783776654164,fruiting,8.84
+33.79562864891703,75.93941881963791,12.626976338894645,1.545437938590689,high,silty,7.680146604993541,26.788954026372902,moderate,cotton,3.008841275446469,fruiting,2.74
+35.29865586594708,71.09787270536047,13.152960567850888,7.364655345812119,high,clay,32.90891342406347,31.00529068486456,poor,maize,6.192308451876338,vegetative,11.62
+38.64374255564825,62.57878781413584,1.2142806533056156,9.728851051218417,moderate,peaty,14.347150731176278,28.76609341169408,moderate,soybean,6.922329564435658,flowering,17.47
+22.822988700720565,81.47284344912273,2.8330986917623155,8.747175764960732,low,loamy,33.79860144920781,44.14725147526495,poor,cotton,8.405732237129467,flowering,18.37
+36.46266136378886,80.63501916849327,4.491706968618661,5.809967872944736,moderate,silty,16.9704749523448,29.98879204350037,good,cotton,11.933545927151918,fruiting,17.19
+18.292172585905178,69.42873232498047,9.125554837870226,8.09866197381499,high,loamy,9.005163394281654,36.71383966596183,poor,cotton,9.078186179863645,flowering,16.42
+32.626022658839815,82.95920667078602,5.7344240024907736,9.495089289533482,moderate,sandy,26.4206727287244,10.779340748807233,poor,maize,10.733225930483794,seedling,17.86
+33.549443237849644,46.74106998233674,12.738593244968094,2.9441582014529386,moderate,clay,36.28665365186111,36.09817778268461,good,rice,11.427651901206348,fruiting,13.31
+31.94308103003301,90.49996226580843,10.891742090102596,8.139326616796403,moderate,peaty,11.355608574851043,19.63806859803865,poor,rice,3.956718777922297,fruiting,11.38
+21.307868403378823,69.19280686415526,1.956612335145869,3.4286226217196805,low,sandy,5.7631752187917735,44.67474423653669,good,wheat,5.3365841535533125,seedling,7.74
+36.82607867538009,85.78908110499444,9.556083786425322,8.892526797456998,moderate,silty,35.9344605915706,40.06216754218623,moderate,rice,8.879776276294672,vegetative,16.6
+19.221461584259877,63.70232838322272,2.138683067531187,1.8851905512113087,moderate,loamy,29.42403660814068,14.37147598848441,poor,cotton,8.529452466010197,flowering,10.04
+16.340869788020772,37.47505959909443,4.198017209728671,2.603965769828573,high,clay,33.30436610347509,14.138864143546886,poor,soybean,6.232283729837944,vegetative,7.13
+32.93662476529781,63.39281029426469,3.0791241862463066,7.485548171246216,moderate,peaty,7.094322863487556,21.71993149466289,poor,soybean,10.54082842167085,seedling,15.39
+26.886892880818344,49.68893310212705,3.0093982634102217,2.572997534769241,high,loamy,36.16593454527311,15.030543805052204,poor,cotton,11.809436194424917,vegetative,12.73
+36.2274504989669,75.79992288296756,9.43773510926446,2.422488717127399,low,peaty,19.67046121806485,39.61311608889709,moderate,maize,5.983981081712194,fruiting,8.21
+24.584928526456476,58.06350333877887,8.672271377035342,5.999201896589848,low,peaty,36.41660084284671,49.47265988496539,good,maize,5.474152060012554,vegetative,11.4
+19.20696471269282,86.88902439421501,3.05240821542204,8.514885139381636,high,loamy,7.272365116122742,36.21026930600823,good,cotton,4.881839248706511,flowering,13.06
+35.911054811746745,74.24580098575333,14.85750567856726,3.4162068274716617,moderate,peaty,35.9682700113235,19.961867818650703,moderate,cotton,7.612628544108582,fruiting,10.52
+28.72274079100179,74.76355464250591,6.61663261934026,8.570243644349365,low,silty,28.568178872623363,32.570895668823695,poor,wheat,8.122330456475744,flowering,17.98
+19.72989480975887,37.3724266792852,1.907505258246581,8.271580568913771,low,clay,24.399397714267742,42.22596514436519,moderate,maize,3.820337498942534,fruiting,12.72
+33.00959996466115,98.73998131930324,2.2482507458491696,6.211948608634019,moderate,sandy,7.1623288552481625,48.48829777952836,poor,rice,4.820125993030263,flowering,11.03
+27.777840962237512,87.3340167417191,8.966458849035623,6.819064783185431,low,clay,29.094613527692456,10.202869505989604,poor,rice,3.207008117987645,seedling,8.42
+30.107824556008,83.12039076485557,14.696506349060355,1.3639706795071738,moderate,sandy,25.92209604393512,30.947611654079736,good,maize,11.04396537601909,fruiting,11.3
+26.522458455164543,46.4172180128022,8.793290973478369,4.30422002473342,moderate,silty,30.420112236295687,28.12857115776932,poor,soybean,8.4846570419191,fruiting,11.62
+35.717724595450164,62.85053222777855,14.261101410941238,3.370554380065173,moderate,clay,30.085088301023664,26.579709053007637,moderate,cotton,7.560234729030809,flowering,10.32
+35.73906789207625,30.968255045946293,6.939926335991388,2.3500347465472515,high,silty,20.530701310155145,30.15350825296821,poor,wheat,11.237941590484349,fruiting,11.83
+32.734720545609655,63.07807813301648,6.819696002954174,4.506933962412834,low,loamy,12.163842607346211,26.14024087270607,poor,wheat,11.827053130370702,seedling,15.18
+17.635034434911557,31.67113971866298,7.750106710080293,4.194137767126896,moderate,sandy,37.16389118330749,23.76062009711225,good,wheat,2.2485741717900245,seedling,4.81
+35.971346547601726,64.2430275191681,10.612669143255552,7.560025103167543,low,loamy,37.39563553406703,14.59231045298862,poor,rice,9.90180930193613,seedling,15.69
+31.775324513322744,71.89775041239244,5.830431513544323,6.38286706429078,high,loamy,12.41759551505912,29.99382411117525,good,soybean,7.388284088563045,flowering,12.95
+32.42560415010749,51.21567737999219,13.026347473844876,9.217900619218174,high,clay,27.072866052915977,42.84205660966354,poor,soybean,2.0246095983245342,flowering,10.85
+24.07457101009679,59.88359026650346,0.9245800791381203,2.30866824750255,moderate,peaty,12.100468757874731,14.18929325978326,poor,wheat,6.2963235062636365,fruiting,7.96
+36.98198890392517,90.05227101396687,6.876580827912414,1.5377374479117338,moderate,peaty,35.14285791344534,39.53965439814829,poor,cotton,9.738588750687454,vegetative,10.66
+33.134290005871435,28.68505157622475,7.9093818247088095,5.811470087420158,moderate,silty,8.437466121150353,20.710644740171453,poor,cotton,9.428055548710851,seedling,13.63
+17.814761663229863,83.33863143997223,9.301967454814896,1.0092442474970658,high,clay,39.65690831571238,25.24973263900952,moderate,cotton,11.274040434691353,seedling,10.71
+25.194450860154067,33.66036407969571,4.503042729305017,8.08947048821469,moderate,loamy,26.380166987766184,49.52338811330057,poor,wheat,8.214405717188635,flowering,16.28
+37.159509049003546,22.93663862437027,6.698459579294613,5.5537559981650855,high,silty,5.801940234836294,37.00845691264775,poor,cotton,4.262496787337645,seedling,7.3
+16.179917542434474,34.84596821960382,7.525797378103821,5.392590184521042,low,loamy,35.86661657897267,38.76449278833195,good,maize,9.261828454344514,seedling,13.39
+39.03541549105124,81.20345519763917,10.460194690906592,4.26246380851757,moderate,silty,28.95603689130267,34.095637446981485,good,wheat,11.812362941716293,flowering,15.78
+31.97906420798907,52.410085866948805,11.716390678669304,4.374764525338863,moderate,sandy,29.406282070921964,22.894539881709427,good,soybean,10.85301455149932,fruiting,14.18
+30.784399441084418,89.80164134769456,11.198496246484916,4.880203104255902,high,silty,14.626130897905307,37.00463533225325,poor,rice,2.021179979530725,vegetative,5.11
+21.763981412199783,61.97660329458127,5.452954258198987,1.1442910998342717,moderate,silty,16.78787248616506,28.29073288978534,poor,maize,6.317175859208402,flowering,6.77
+21.219794718479427,21.780028154106475,14.992032583383471,1.7519120849458418,moderate,loamy,37.00460708587827,43.28331211501391,good,rice,4.08032161935796,flowering,5.43
+38.55145548721489,77.33708876815413,12.8056470209141,5.545432180101134,high,peaty,27.223529358169305,32.84228639821805,good,maize,6.93485397260409,fruiting,11.03
+22.45681135585307,28.818632697698614,4.2703389106020495,2.3511003869782368,low,loamy,5.593394809925879,40.84944004388174,moderate,wheat,5.917987311614146,flowering,8.63
+34.387632417974984,83.15037067695395,3.3290341822559992,8.008863475122983,moderate,clay,16.45924536427851,43.9403243239728,poor,soybean,7.621105754840348,fruiting,15.38
+24.828044955176978,33.448203984414405,5.053308133459162,3.470366566040732,moderate,loamy,25.94901304419592,42.84478561456468,poor,maize,10.25924120793564,seedling,12.3
+18.4813517696176,47.63571086444108,7.059000368494851,1.8810967361439164,low,peaty,10.18022827828165,26.084290628723764,good,wheat,8.427367863395466,vegetative,10.02
+15.267882442383971,80.90171437002883,12.8365909856344,3.116889333131048,moderate,clay,8.440188491165669,24.75026303308528,good,soybean,5.579083618863593,fruiting,8.14
+28.60643342538127,96.33850859811372,11.78625282502075,4.213884071402093,moderate,peaty,7.078470301360314,44.76270218096963,poor,rice,5.380843594647857,flowering,8.7
+39.39447046372332,49.71471605173859,12.843068790835202,1.3178494773539526,moderate,clay,27.07029085630536,15.724006345610723,good,maize,4.099808101876095,fruiting,4.74
+24.228404845230116,86.35201761591486,4.443378166199762,2.2750797194769614,moderate,loamy,16.22090990046303,21.17615121607347,moderate,wheat,7.154807076758441,vegetative,8.81
+23.92980834982612,35.2633812380671,9.105187725551623,3.914620790297677,high,peaty,18.07875295175659,14.84038150693685,poor,maize,10.109547588269352,fruiting,12.7
+23.60229044623605,84.57438161619929,4.607111403021929,3.794324264287877,high,peaty,7.1014129946286975,11.683653126943518,good,cotton,2.0100937323735084,flowering,4.19
+28.013595932621463,72.59952474050009,2.08083583043265,8.203480269038552,high,sandy,30.83065886045514,34.634442289401136,good,maize,9.08550157209076,vegetative,15.73
+26.016622085607334,35.41948057698947,10.42086728038287,8.589299277813879,high,sandy,31.83648755382682,46.03122178428674,poor,soybean,7.07052874879615,seedling,12.59
+36.997865668175365,44.200316828112925,2.573464492333862,2.74076739229195,high,silty,34.03024443815744,15.176640260787549,moderate,cotton,10.600412438506815,seedling,11.29
+27.63801979308726,30.54167108776288,10.181617544743837,2.1154589552156264,high,sandy,27.80821712965657,41.82836102293948,moderate,soybean,7.1090459002389785,vegetative,7.62
+27.69394595471422,50.63736088514506,9.895482421128431,6.707462358892765,high,peaty,32.06510005141884,25.17359640321925,poor,rice,10.788027226852432,vegetative,15.53
+18.459289868013915,36.29189128986219,12.248602444148249,8.241612001258883,moderate,silty,25.2029243803845,34.72555660573779,poor,cotton,9.393343472388546,vegetative,16.14
+39.56848852275965,71.51983629043788,2.523541766171684,9.673507875017185,moderate,loamy,22.20729712260607,40.549669094080976,moderate,cotton,6.855624914661478,fruiting,16.04
+21.249322271720743,99.5604083376447,11.860462153377757,1.0611665627186286,moderate,silty,14.09343893485743,38.40318456271501,good,soybean,4.984763166180025,fruiting,4.63
+16.834101686490065,20.960733046741133,14.989509626220435,4.72310302084124,high,clay,6.868213530391263,15.468158080035307,poor,wheat,11.744106126483612,flowering,15.25
+31.57865622438022,63.27358506298389,12.840115504495582,7.60589050684947,moderate,silty,15.21376883199141,14.61543228536996,good,maize,4.090484560750135,vegetative,10.33
+29.884159253921812,65.89332780392078,11.40127510675116,8.45703368986919,high,sandy,28.926917461668214,46.96773485200461,poor,rice,9.78561291269868,flowering,18.11
+25.378641349818643,93.13670317446496,10.10139764307326,1.56057353814788,low,loamy,37.4392222003515,13.178846001365857,good,rice,8.842193346597833,vegetative,9.97
+25.55480584701695,60.48042678135501,6.615831527938727,7.125530675177146,high,clay,13.967480414680589,18.73598769251729,poor,wheat,6.105822510863244,fruiting,11.94
+34.62659802616078,63.4961135715934,11.092252434428232,3.60044845659073,moderate,silty,28.44472014545193,27.533897437692534,good,soybean,9.183603304722052,flowering,12.43
+19.892816002491227,57.73222410627109,11.000581509536572,1.6713726339981283,low,loamy,21.73856263312304,42.84044403153586,poor,rice,3.296625211519593,seedling,4.38
+35.50633297362224,41.51234436491851,9.65672509896568,5.4019232357920055,high,sandy,26.964194628624032,34.10503827727459,poor,maize,4.410510216707663,seedling,7.45
+31.218677847375453,24.482330659913096,12.046036485318512,2.423380088837314,moderate,loamy,5.056764501632105,32.847335046143534,good,wheat,9.19177042270352,vegetative,10.9
+25.47424434448811,52.69261457678689,7.007076382189103,7.633067662555162,low,loamy,9.2928590984418,37.67819363902871,moderate,cotton,3.279169175504935,vegetative,10.54
+26.450715414596715,24.207317699254283,2.2581643259196644,7.671356197295081,moderate,clay,12.595739333845785,42.08634155943452,good,maize,11.061175264307192,seedling,16.79
+21.416180179652397,64.03939755727342,8.606482050333943,8.578609884887586,low,peaty,36.27079178290477,19.300899348270768,poor,soybean,7.975692743022565,fruiting,17.34
+33.802858317424366,44.58349145938345,4.343131166314468,4.39811816632977,low,sandy,6.418467864641801,10.75605531903214,good,soybean,2.710958698968545,vegetative,6.93
+27.821868557631696,62.68819212203422,6.074279912722679,1.1197881750757928,moderate,clay,24.937185193837703,15.08788700799827,poor,wheat,9.687213357399871,flowering,9.61
+23.02136356874609,30.743757151614936,0.7525161071477773,3.3376234453703173,high,clay,37.50237608914146,16.606558540235504,good,cotton,6.375406318030679,vegetative,7.98
+29.90125289402376,94.61039725914875,6.050463524809309,5.210305295727492,moderate,clay,27.822447125494925,11.600921528576984,moderate,cotton,4.963247268613621,seedling,8.41
+39.89336130128308,91.5616994839948,12.227616038964092,7.2461015147444545,moderate,peaty,21.95414428201272,39.90072146201794,good,wheat,7.313524507231171,fruiting,13.91
+25.881556991413845,35.19972073618276,8.369474320604695,4.438365271180672,high,peaty,18.50971228330739,45.39698728962652,good,wheat,9.511256891944509,flowering,12.89
+38.01728501946549,47.47554266352079,0.6421076405425801,5.824435564604243,moderate,silty,26.846831363824503,38.42599434215546,good,wheat,11.109286730345309,flowering,17.24
+23.62542099811415,69.07942174815837,7.3127353934777855,5.718372287101452,moderate,silty,21.813480269893304,17.54492893779961,moderate,cotton,5.204153483251816,fruiting,10.05
+16.368317673124647,27.654896584472503,4.726048890858408,2.4848411442248493,moderate,sandy,29.68941800020271,34.257792170431976,poor,soybean,8.943595641959321,fruiting,10.91
+20.10605265921072,48.36542568929207,7.424484503258981,6.6074455007201145,moderate,sandy,26.62211031157525,30.824147139784653,good,soybean,5.412340970924,fruiting,11.27
+25.467378583192104,40.088982945520485,6.368044460994217,4.95326555384858,low,peaty,24.859303746938544,42.798537488986014,moderate,maize,2.1337630377518986,fruiting,7.1
+20.490873214864227,93.24133829733572,14.013698683582032,8.271268314872437,high,peaty,38.48836323088303,47.69194960365158,moderate,soybean,11.627352040701297,fruiting,18.57
+15.005675955456388,88.20085090313641,1.0970708349637293,7.215500873160098,low,peaty,34.24921741743791,39.717393984470384,poor,wheat,4.980546829320607,fruiting,12.75
+37.87503844368818,66.3866193013491,10.412026163588015,2.003222675777992,moderate,clay,26.31002793039407,30.50154471585938,moderate,maize,6.644689604957009,fruiting,7.74
+36.096985280773225,61.62770694972593,12.83988564637525,5.398825690329117,moderate,peaty,23.85275799299931,30.441930335417734,moderate,rice,8.491280478604503,flowering,14.28
+33.557305787173675,94.45806356363175,14.408959477431893,7.322449226447686,moderate,clay,30.33803111139105,42.31147468319576,good,cotton,8.797679628969053,vegetative,14.92
+19.19536489115072,94.59422263830524,3.0757252848922905,1.7831055322660836,moderate,clay,33.137043933972905,14.900574096154124,moderate,maize,10.226453254629186,vegetative,11.15
+18.00908940524965,97.54641002813284,8.203919628509812,8.132473293009683,moderate,sandy,15.333298028760874,16.132550505402435,moderate,rice,5.819050077373658,fruiting,14.09
+16.69011873680958,30.03031072865501,1.1320488710995726,2.9980406317995945,moderate,loamy,28.343151402039755,23.74050977073257,poor,wheat,9.075801841580589,fruiting,11.82
+33.10072971932303,32.84462486105362,7.738161104598784,5.527763159263207,low,silty,9.730405425485817,39.885559860735256,good,soybean,8.152378583670574,flowering,14.35
+38.22019901719713,74.13893589439093,2.3191422983442376,9.465051587253726,high,silty,20.065796339319935,12.63906704672612,good,soybean,11.852372214464015,flowering,21.33
+25.763395522825924,63.31475812878759,12.649501783131344,6.142008113400555,low,sandy,37.8452781533024,23.77294623275557,poor,maize,9.396331251992772,vegetative,15.09
+17.978516799901204,21.477272391458875,2.15111503777779,4.816490065335527,high,sandy,16.42047746615294,22.741618249853055,good,rice,11.447442141289017,fruiting,15.04
+27.809820518302665,24.958002879161548,7.942681225604182,1.061154346592284,moderate,peaty,10.39822530962011,29.42950438060164,good,soybean,4.8349061912404085,seedling,4.91
+23.72079768646575,91.0464305807044,8.05589300039493,2.200722604966703,low,peaty,10.115105008793524,28.54866038363207,moderate,wheat,6.560528654388686,flowering,9.03
+24.370623108749943,89.5096636431509,14.588932220008278,6.207974965881888,low,peaty,18.78049995420828,38.576207509167226,moderate,rice,7.292875514003149,fruiting,13.76
+30.53326560389268,48.58167375968361,9.997220063563878,5.444425365883644,high,clay,12.881171041064654,35.022442998854814,poor,rice,10.481993778895871,flowering,14.87
+32.96795283155506,91.28404935444276,4.673684249613628,4.274462580821482,moderate,clay,19.942228139496137,46.110799371470215,good,soybean,6.247008004802333,fruiting,9.62
+17.76508997182902,67.49400595183215,3.991589994103008,9.308942968547056,low,peaty,30.160999636013592,17.226257367659414,moderate,maize,7.57091271382874,seedling,14.72
+15.88975577016191,84.47245176151215,2.359598981853441,3.9923428368334672,moderate,clay,36.08559178666796,27.283237806254125,good,maize,3.372496473633732,fruiting,6.22
+39.85825756714287,54.19448569281714,11.469463498711365,5.83435680799696,high,sandy,8.855828600561917,26.003824356160077,good,maize,3.9246703431917336,seedling,7.27
+20.8182087228888,29.071866187592697,10.51597151464391,6.118420685717171,moderate,peaty,31.89428873008032,14.500739744090714,poor,soybean,5.9081636938985485,seedling,10.27
+16.345763122711478,54.6981650116813,9.343218345967536,5.747215510575304,moderate,silty,8.621809959011573,16.59310539858879,moderate,cotton,2.504980130521022,flowering,8.07
+19.746883227398,56.58398383975183,1.092186422774831,5.2982685238608935,moderate,silty,18.28019953040691,23.46522430922517,good,wheat,2.763630695903613,seedling,6.53
+15.973946158711604,64.07553550724825,11.56101856271727,4.033573624107173,low,clay,39.87918252900732,39.39209304157547,good,wheat,9.042447750331103,seedling,12.14
+24.79527236542929,28.44661703235424,9.807369868652948,9.178872697356576,moderate,silty,7.403720814428927,16.00644924447666,poor,maize,2.7096430100151228,flowering,12.77
+35.060044611283104,99.31214904396892,14.47638858760208,5.057229355832303,high,peaty,5.800836162999773,20.61273629000636,moderate,maize,2.0186494480406463,seedling,4.86
+23.531111243943016,39.530945664552505,9.014430883213777,5.756039806114681,moderate,silty,16.67770333698085,37.05681312545943,moderate,wheat,2.6260995910996128,seedling,6.5
+26.104585171959165,35.88419228296743,4.907302646594768,6.90830185447218,moderate,sandy,38.28922901999254,33.86616135288753,poor,soybean,8.387849766382256,fruiting,15.1
+31.88966933918597,62.144233508474926,6.032048006745144,1.608904381883812,moderate,clay,5.701343809030022,14.175754503805935,poor,rice,7.621116674293236,flowering,8.67
+27.72235175174701,62.97665435159109,3.049690227984371,8.031593273169207,moderate,silty,12.794902962942103,47.74820174075308,good,wheat,10.147921005637068,seedling,15.84
+36.53614215053311,55.18565902665954,10.982255641920084,5.61256579077432,moderate,clay,26.1106836963121,15.921157032676474,good,wheat,4.056093727234501,seedling,8.04
+36.65089187614392,81.75137170602036,10.761964070315017,6.914592422604701,moderate,sandy,13.181367054064898,12.456287940921186,poor,rice,7.892865912464527,fruiting,14.15
+15.247767387278842,61.332352058288215,3.4094252244263057,7.948108588723223,low,silty,6.883266483512794,22.17013693688495,moderate,rice,10.069275888273806,fruiting,18.67
+34.45115766207998,68.77563641159873,2.79809518614304,8.866894516877931,high,peaty,6.835564645770314,11.058701886742313,poor,cotton,9.186655612063262,vegetative,16.44
+26.518340006041846,77.89971083262284,1.6165715314318216,4.529983752576379,low,loamy,24.57057702064254,11.228951591062874,good,wheat,5.18078259593298,fruiting,9.78
+39.72101353259158,22.002008125109327,13.7236482833855,8.302869034140295,moderate,silty,24.66628683830949,33.149287820849565,moderate,rice,8.178675208804837,fruiting,15.92
+27.08080189688588,65.65153460360358,3.879512588575341,3.329532060093116,moderate,sandy,29.726583597891278,45.7180306744365,good,wheat,9.317664649450291,seedling,11.26
+39.67239863470744,90.73555769826956,5.490371137901157,6.943020858616297,high,loamy,9.610939605849392,26.10177579511314,poor,rice,10.190619364533235,seedling,14.51
+33.864234030143415,21.391099434034714,4.567315371473614,1.9243657061167547,high,silty,22.494809252931564,22.085699437187127,poor,maize,11.885738323637872,fruiting,12.19
+21.215122115332655,52.41456830407689,6.497556737856471,1.180274206816677,low,clay,26.033220885396798,46.58509018401156,good,maize,5.99553189686196,fruiting,6.84
+28.459874482173944,94.0981960164664,10.853707591046009,1.8618681350137571,moderate,sandy,12.783155042978931,12.458452043091462,good,maize,2.3030186856836545,seedling,2.71
+39.80339098696457,48.25235218260303,13.123636689031123,3.874442379062282,low,silty,24.15699351172353,28.932503239164703,moderate,wheat,7.234536141489993,flowering,11.43
+36.43826519379809,56.69830593601927,3.1476818681638323,1.2798515244219786,low,sandy,29.788341968124342,20.104093646147557,poor,wheat,5.216285424718044,vegetative,6.25
+17.434172344780528,98.52331144354504,10.452978984246894,6.674421449685362,high,peaty,39.67942202073955,25.268445948143704,poor,wheat,5.020253180454185,vegetative,9.83
+32.6592999202499,35.945908716045906,5.612151062516035,3.848900845440384,low,loamy,25.874794674330754,26.43175686590122,moderate,soybean,8.833599609411383,flowering,13.06
+23.639489646770325,25.220415130000475,14.717643940310746,7.627384609428682,low,loamy,35.141677892372314,31.8055048360402,good,maize,2.434131589376201,flowering,11.04
+15.174556547008702,88.75380726890435,4.834327809619115,1.4132362264264509,low,peaty,34.17854623175012,28.130038246202865,good,rice,7.415277784580931,flowering,8.8
+25.087024225674988,89.47722729698948,0.6042978621139694,2.950314098927484,moderate,loamy,37.90934141755084,49.521977176378606,moderate,cotton,8.348344835759697,flowering,10.76
+20.86886054312428,57.766226774401055,7.976779623287755,4.672030827967287,high,loamy,30.306945894599544,11.020447609955507,good,soybean,9.262497119277295,fruiting,12.38
+35.47173176301179,61.1365739581829,2.685600722001097,4.443864060646416,moderate,peaty,12.458514468688506,40.30635472649374,moderate,wheat,11.625843093717611,seedling,14.76
+23.433265221144136,86.86450956942689,1.145169188866787,2.178988055527064,moderate,clay,15.433189468105413,12.039812328646416,poor,maize,2.088179281176737,flowering,3.4
+35.68809234884543,79.0847598492636,10.624903863241771,9.947231322234911,moderate,loamy,32.46397372581071,27.24281184640392,poor,soybean,7.235364774038623,fruiting,17.27
+15.014948470869882,41.21192017736085,11.11775959637262,3.559956227504524,moderate,clay,23.228796150468227,18.073873896978437,poor,maize,10.739655441857426,flowering,14.21
+22.695478750652978,21.35146840572148,7.180135690189287,7.489288761863167,moderate,sandy,13.79580264348095,47.81209202166493,good,rice,4.039063293584583,vegetative,10.38
+21.02913035769405,58.37601300268366,10.31483999297037,2.980240274905464,moderate,sandy,27.98346189130805,38.89961571161675,good,cotton,11.761056855869086,vegetative,13.62
+20.839184026715277,88.71298608765132,8.304471999583441,8.900660896534756,moderate,loamy,36.72875654842998,28.5138864931294,moderate,soybean,3.902326597489641,fruiting,12.9
+16.704665494136567,91.66677413521298,9.63211606196801,4.489824791347232,high,sandy,17.51914505672843,48.08968469492129,moderate,cotton,8.370880255667625,flowering,11.72
+19.678106760262544,96.4980957660923,9.152207611225435,9.10812240090194,low,peaty,25.86857023991052,38.85178481063678,moderate,soybean,2.746918051584956,fruiting,12.65
+28.8887392471405,90.3650590090225,10.15443007880609,4.07651427670574,low,loamy,25.35251858085254,48.077615157713176,good,maize,7.191578677899131,vegetative,11.1
+22.284026820943613,66.40348442384787,3.3946444057609835,1.077794393472221,high,peaty,9.44411345466935,38.18299489704268,poor,wheat,4.505014181025468,flowering,3.42
+25.434869558228694,55.56844793888807,4.396245990532153,5.653183879706153,moderate,clay,8.15857461881433,13.108432406641809,good,maize,5.1113343286958415,flowering,10.1
+24.421672008679717,81.98798772272792,6.879465667861534,5.723091425359868,high,silty,36.12993693562297,34.65221479710134,good,wheat,5.700631727313041,flowering,10.64
+36.89762312499737,79.18573074924771,6.968856136578203,2.07850764509772,moderate,silty,37.67379120085506,49.21398821395992,good,wheat,4.334415097801989,vegetative,5.21
+37.63247497526289,63.05147440651635,11.728969818010112,3.114672160773632,moderate,loamy,36.64846258525977,18.56728401776369,good,wheat,10.66914475065235,flowering,13.4
+27.3239242913965,26.98618980467753,5.827208058828215,8.051460318832145,moderate,peaty,18.8829178054361,41.70958736257165,poor,maize,3.521334121678524,fruiting,10.99
+23.25389875789011,94.0865077429535,2.8563247628581445,1.330802421657933,low,silty,15.066703210672582,17.38528256851556,poor,maize,6.301036782953673,vegetative,7.45
+17.67001760005909,56.44820300013297,4.146256572120601,5.405740180180126,high,loamy,37.9760297091574,28.089487381564773,good,cotton,11.812925754679558,vegetative,15.7
+38.83507198455237,49.06670255330114,3.613635784571312,5.773673110722065,moderate,silty,35.89808289659153,13.386548841349269,poor,soybean,7.878447162003018,fruiting,13.04
+16.505673622507437,70.36539161350174,11.109070279212318,7.198408546085116,high,silty,33.693606926636164,23.623445721758696,poor,wheat,8.312899909320318,fruiting,14.13
+22.44125693920701,73.90703689335815,7.31992441207674,1.3371064066012166,moderate,sandy,16.69647504173961,41.04905927910399,good,rice,9.291967991026665,fruiting,9.36
+22.451655029250105,36.85503336242412,10.77514512057926,6.270816943814175,low,loamy,27.355991394824176,11.81072191805094,poor,rice,10.671725940357703,seedling,15.45
+23.01003215350537,86.9551075847965,6.535185370985591,1.0278823292036487,moderate,silty,31.26470965144429,22.80786542051112,moderate,wheat,10.203032788723409,fruiting,10.28
+19.107171081810232,43.19496749299023,13.401166236306624,3.386605305602716,low,loamy,25.16540037122117,35.19009260844114,moderate,soybean,5.641000452929353,fruiting,9.24
+34.57903577309243,34.93471407314534,14.761044461979653,5.497158297848331,moderate,sandy,26.070151665481685,47.942296860083474,poor,maize,10.375155927926166,seedling,13.58
+18.06244654914973,52.5119882283598,10.212716376187869,9.201532036830557,moderate,loamy,31.48407240079185,19.81407080040221,good,cotton,4.047621433897987,seedling,10.61
+30.872666478829068,78.44480647179722,13.025282079925171,2.139308344049818,moderate,sandy,31.838979355764685,16.926000385538103,good,rice,6.04667913022042,vegetative,7.45
+18.09615066764544,97.23665427518428,7.865032373994909,2.523602161029476,high,silty,13.398203288796775,18.146825222553176,good,soybean,8.680680973400097,flowering,9.38
+16.763390939823914,84.74250114971466,14.052002185131665,7.023250579454449,high,silty,18.673615171495623,19.47234947361108,poor,maize,4.446183145305962,vegetative,9.59
+37.73573759214691,95.22787021361536,12.558004042256004,4.37375524440159,high,silty,32.34145475735594,35.53286220962715,moderate,wheat,5.547013313258472,seedling,7.52
+19.75321915796764,31.248464326122143,14.880789290607566,6.6107926173058456,low,sandy,14.150662773389977,49.946714071296256,good,maize,7.124027023842106,vegetative,13.29
+35.5312538639926,25.694143909094144,9.534859162252818,9.977087504208404,moderate,clay,37.04578880933904,30.943651244595817,poor,maize,4.412665512986752,fruiting,13.78
+28.6157717776784,64.61638095253369,11.798497733889317,9.881844952139687,high,sandy,34.361264623250776,20.857231239431417,poor,maize,9.607305841589127,fruiting,18.4
+16.94641299021924,43.22379864352275,8.371588029684094,4.183422215449792,moderate,sandy,36.34096720782686,39.87839083277056,poor,cotton,9.284677648895672,fruiting,12.63
+38.88620478595169,86.24439783754183,4.257241511935631,5.535328184423493,low,peaty,15.405497157957694,16.330065624428013,poor,rice,11.220997588806563,seedling,15.31
+21.17402917479731,73.75902971218608,5.643949981381487,9.14221142766454,high,silty,8.679095364194051,11.200566921831951,good,rice,2.656485866384978,fruiting,10.91
+36.49113363381517,97.65825311886356,13.463078513604083,1.8295089616770184,high,silty,8.520672063142129,34.21059875857752,poor,cotton,11.00018254111754,seedling,11.06
+19.220250144614106,40.383388458504335,1.3112452256799982,5.070735134531623,moderate,peaty,24.456763890870544,18.41182217039285,good,soybean,2.1583556096765597,vegetative,5.82
+36.34857205354632,58.8627291484186,9.07645834807892,4.39819613484813,moderate,clay,15.695665424769803,25.96949007229284,poor,maize,10.23973277095616,seedling,13.29
+15.330720322632349,60.09923819402826,5.901018471309576,3.653944953948976,low,loamy,14.22325892259677,19.24546559898805,good,wheat,4.568922201597882,seedling,7.19
+27.79451141423701,39.13414358859009,6.107041801080557,9.947837907301134,moderate,silty,12.784188788937604,46.722469315450695,good,cotton,8.527240618921612,vegetative,17.23
+34.23606448553892,67.20747195904062,13.326282492999626,7.601943645751401,moderate,silty,24.67341636707184,23.51954566553256,poor,maize,8.692555840639821,vegetative,15.33
+38.36988793731958,55.46287888633916,12.880424430920286,4.498722931536298,moderate,sandy,24.18333311105545,27.962939532514387,good,maize,5.859802798581561,vegetative,9.02
+37.73005340516218,55.73772447918989,9.183214445800797,8.461197024988772,low,clay,19.780943782211885,19.393719021534377,poor,rice,4.068134108879615,seedling,10.66
+35.49062173869112,49.01893183779869,4.457323287362842,5.406994906408512,low,clay,9.845401233191362,13.394040464426409,poor,cotton,2.36425125116746,flowering,8.53
+37.2047837415326,21.354348194042807,7.394117019349348,8.855419711310727,moderate,clay,37.50781823937496,30.502264742657697,poor,wheat,7.79407633700053,vegetative,15.92
+19.980492145926917,61.76761895318312,6.420254209943632,3.3974186106752056,moderate,clay,19.977758679031048,44.74893076865695,poor,cotton,9.037137340131316,fruiting,12.21
+22.10460739279322,46.81982685602649,5.6274614234361815,3.012402046483589,moderate,peaty,9.327480323078085,24.06726593271532,good,wheat,5.746657185588308,seedling,7.17
+22.224213123026463,20.10558951874637,1.990390889080798,3.225580131227028,moderate,sandy,6.297762870426533,41.238744170317474,poor,maize,3.906672121540509,fruiting,6.65
+24.42634827504247,44.63549661295456,8.375151357372145,5.846325185125472,moderate,peaty,10.340765443687197,11.304492932176608,poor,wheat,3.6222779426233935,seedling,7.2
+24.83301675962972,42.29026664718056,4.876553819180012,3.621820520396212,high,peaty,15.399418111748275,19.42034583234657,poor,maize,4.655768334970409,seedling,6.32
+28.613883116366885,51.475852257890864,10.081715172449162,2.324077157317457,low,loamy,27.05327329876264,15.259813082332736,poor,wheat,9.999286941799308,fruiting,12.14
+18.996994084161035,30.54815917147176,5.128457069470196,9.951651266551588,high,sandy,38.98274846159339,26.115295912750224,moderate,rice,3.5130056726246623,seedling,10.0
+32.28116659464973,60.61470597080675,6.7518706504546255,9.10389904697269,high,clay,14.522368660207205,45.77331714851082,poor,cotton,6.345079821227198,vegetative,13.87
+19.189163482612663,75.3952282014504,1.2592254258189093,6.715111937437717,moderate,sandy,32.64314951410108,24.94047721960204,good,rice,8.517095871775185,seedling,12.89
+22.757712052613687,70.4148455243658,14.891802013629428,9.023885865315512,high,clay,36.89852182873868,34.13294516008424,good,soybean,10.473113068243856,seedling,16.24
+27.58362826515385,84.30039580553525,7.860350557490049,9.41916463757037,moderate,loamy,18.705040126836828,45.92568477025884,good,cotton,7.119910788673724,fruiting,16.9
+34.91101403808693,56.16066303896649,0.8514451153805058,7.08497462679252,moderate,silty,13.864575787367183,24.39146204504626,good,cotton,8.802659252100252,seedling,13.8
+33.486730830968185,61.52733842717826,8.34784455203659,5.668118008221774,low,peaty,22.187341484569743,24.630225023057136,good,wheat,7.105691865193954,flowering,13.7
+31.138358910263054,84.83215526871867,13.12013298993192,8.938016129932095,moderate,loamy,36.38492343725583,13.519321631059508,poor,maize,9.574056291851797,fruiting,18.4
+18.894331514504252,54.21609366553909,11.702005946859938,6.110172972216185,moderate,peaty,5.384365384881392,23.961986059184174,good,wheat,9.855416475667877,seedling,13.93
+28.676133640389445,76.12794799196776,10.663146919877084,2.141204885684866,moderate,clay,22.032101692973665,39.84639525111549,good,cotton,9.81422643897729,seedling,10.54
+17.186162544997135,54.76818949743935,2.522237491686006,4.301704004117552,low,clay,31.515834166679767,43.78517514628325,good,rice,9.358512245897622,fruiting,13.95
+24.43407941991627,53.41889556092501,10.03718764531835,5.013288565618393,low,loamy,26.03956502057152,38.91002061478119,good,maize,10.08933137589714,flowering,16.03
+25.337913257248974,80.81644996233283,11.611326481177777,9.41832114522036,moderate,silty,22.406878422657787,10.27701418863414,moderate,wheat,10.00788279157218,seedling,16.87
+15.995285986143845,33.986953237296895,8.8000764274997,6.932669250752401,low,silty,24.376462049701264,14.679072000218644,poor,rice,10.636524243298922,fruiting,17.85
+21.84970248674929,47.08687775532589,13.444860565545095,8.877498065163017,high,peaty,26.673108028874346,39.23927991885752,poor,wheat,6.670529405722805,flowering,15.5
+38.89123668166224,37.93378213975214,4.516351835880839,7.818325307559426,moderate,clay,28.87263040488982,47.69586634473838,good,cotton,10.877998759787522,vegetative,17.36
+38.84081519574224,48.72879543740777,4.011098146219133,3.7887479787041465,moderate,clay,17.466495522702036,37.8144452114724,good,wheat,2.746805160091851,flowering,6.51
+23.80817635631348,38.42998578928192,13.108761301668368,7.468380937577649,low,silty,23.108109142822,19.0441325268421,good,rice,5.572753511651,flowering,14.42
+16.0775027237081,66.35245048693237,9.56827452337606,2.757697623314872,low,clay,14.57495747178504,14.302334423801597,poor,rice,11.23879150684484,vegetative,13.63
+19.477373483204538,83.85366420942762,0.5209846975544903,4.673312305457209,moderate,clay,39.4396518366159,45.08065134225576,moderate,rice,6.144525587582005,seedling,8.78
+24.805444835838504,82.92904489743215,5.620405423410261,8.25482671440339,high,loamy,11.55508235120961,13.961220478277724,good,wheat,10.639290316102644,fruiting,17.54
+38.69449244923074,49.1600771639034,12.93891179431278,6.507362457237054,moderate,silty,10.27300291247889,16.041478549760026,good,cotton,7.537428855976145,vegetative,13.39
+18.529976588429623,99.10083247154094,0.8961329188052777,8.428712553573535,high,silty,14.408779650955852,33.86770886114054,poor,soybean,4.577026254376244,fruiting,12.08
+34.0878960917053,67.50834917646407,0.5470949597918788,3.292332241150462,high,sandy,37.20189876776936,17.599883121235862,good,soybean,2.976858122152354,vegetative,4.53
+17.7170634843673,51.95202414226358,4.578259712614382,7.747739491845655,low,silty,28.059962032967,19.103734238995187,poor,soybean,8.970662941690403,flowering,18.15
+39.53143943478192,86.84314233931404,13.753000536634527,2.820919252976529,high,silty,20.95746339892076,15.690342754922014,good,maize,4.238770963947072,fruiting,5.33
+24.54041247772837,78.38992101141127,13.571424931315237,5.9077375515820645,moderate,sandy,37.38883926494243,47.77304798182964,poor,cotton,7.767892528833984,seedling,11.75
+34.3808634724764,79.94202694592835,8.022048214121865,4.901811350089882,high,clay,36.50515173759416,14.997007249124833,good,cotton,5.92778047118322,seedling,8.31
+23.564777070278296,35.69114797870973,8.521934631524529,6.008282719937263,moderate,clay,19.05573770773495,47.25328249885239,poor,maize,8.701238095355844,fruiting,14.13
+30.691721928970217,57.46594458948441,5.314116164099238,2.2198008162544527,low,peaty,24.72743370931173,23.047879111555822,poor,soybean,8.218872666618047,flowering,10.32
+19.80040211850092,88.94625046596822,4.034181599403243,4.251050879617106,high,clay,36.688089368550166,42.86237960220407,good,soybean,8.07917869954039,seedling,9.92
+18.650525482424065,60.32304061030058,12.320716886075717,7.002134477795563,low,silty,16.178953183815057,47.999902779492615,good,maize,7.157236972617589,fruiting,14.32
+38.45160348920328,74.67621947368403,2.0412754772448007,6.026777146729247,high,peaty,19.263803098892936,30.770310043974177,poor,rice,8.889395680669123,vegetative,13.15
+37.94118194761084,67.03469864274116,7.566638377740219,5.940727830206377,low,peaty,32.75551081991996,40.80688498723164,good,cotton,9.139220206484348,seedling,13.61
+37.186723505322064,87.38854301747057,9.698760262707724,5.597471009181289,moderate,clay,29.452359587481865,20.64041868339864,poor,soybean,4.106477486849327,seedling,7.5
+30.63583625416484,42.764867180928206,2.003364210379924,9.494964190349906,moderate,peaty,6.702763719883892,25.318567705970963,good,soybean,7.960575507962776,seedling,14.9
+35.20670528040696,66.03802223090919,8.03430288434902,9.411127281457608,high,sandy,9.10817527882875,32.119469022651536,good,maize,2.1320530747849635,vegetative,9.6
+16.725923422784373,29.85877344078432,8.874058674730426,4.241304755184649,low,peaty,34.619235734837346,44.01844706704208,good,wheat,7.165645946724,vegetative,11.04
+23.36972604726698,75.21686213595743,11.26619287735679,4.167055104257843,moderate,loamy,6.040855818306522,34.82952158725431,poor,cotton,9.9406195773485,fruiting,13.63
+22.842578118928905,78.55742706821697,3.9051227126392263,5.99408610915755,moderate,sandy,37.197522194492834,10.883952960535016,poor,cotton,2.6041233373784127,vegetative,7.32
+30.89113304881533,23.426985695119875,4.753248797715996,1.8604565572528704,high,silty,14.511346331738036,22.191382623634556,poor,cotton,5.227468704794672,flowering,5.11
+23.89894433676601,74.06327709023881,8.758056626178984,3.727060306907643,moderate,clay,25.943271383969154,44.59887338031982,good,rice,2.3637064613117023,seedling,4.86
+18.71266954109202,53.175212333262905,14.755332944733404,3.077808092210555,moderate,clay,24.76033095022603,19.60947287717739,good,wheat,7.656331604513197,fruiting,10.17
+29.911676885338597,29.927750088774587,3.653651150891659,3.0105070150278563,moderate,loamy,18.8688814655218,24.717126809967183,good,cotton,11.26185181995456,vegetative,13.35
+35.359598016727034,53.59260381587741,14.795605493290228,6.746549733057411,moderate,clay,6.1002923263226805,25.584588926134856,good,rice,5.242183353108597,flowering,12.73
+24.55308736149933,35.53863437564654,10.85796672928998,4.459153009097344,high,silty,11.736494127840208,16.178109374183407,good,rice,5.654782588834294,seedling,7.91
+18.30671787746204,53.24476256986532,12.478190009635336,2.5404793728247563,low,peaty,26.52407200417578,23.99248197410769,good,rice,4.131577469326333,fruiting,6.72
+19.91720493282057,50.747122236682216,1.7997983894269187,8.988146604889835,moderate,clay,20.623047044817877,42.69682875913813,moderate,cotton,9.3641056100462,flowering,18.46
+20.9370826292346,79.0713309548846,4.856092717744168,8.867338191440147,moderate,silty,19.484296610662312,43.96375473727709,poor,cotton,7.061348513658799,vegetative,14.86
+22.49743982486341,81.93724465330871,1.337176054939225,8.762166311790118,low,sandy,8.4196015276377,33.23590176433322,poor,maize,4.7647837259069465,flowering,14.7
+31.069876762657728,68.56229235076373,5.887431427546041,4.516704480320135,moderate,silty,17.14945988361627,37.14958419876646,poor,maize,2.426878356196541,seedling,5.25
+30.023637113442973,21.814947374595803,14.728700068840752,1.5128420815940715,high,loamy,23.4250693220744,31.3829081386716,good,wheat,10.526638286717263,flowering,10.35
+32.40199653917598,94.48178232567952,2.026459401991908,1.9606781610499244,moderate,silty,7.719245722984398,11.770902578822051,poor,maize,8.915774633893406,seedling,9.77
+24.06254961328783,74.89866240771582,8.654405344382392,3.4844327179416927,low,clay,7.334351341768897,37.86739466860469,poor,cotton,11.768733508413014,seedling,14.36
+35.59994129699946,22.735635993695105,0.5880240308002787,2.979730036977892,low,peaty,22.204368412660607,49.86203502414276,good,maize,7.616104255674406,seedling,9.93
+20.102191528894007,85.50663193712943,10.833900832638909,8.865870581339518,high,silty,24.64382608443014,19.112933032966232,good,wheat,11.58964406120214,flowering,20.36
+26.726018687953847,36.02129237743969,3.359294039394596,9.877223623503337,moderate,loamy,14.017452661896158,49.28604795734192,good,cotton,8.96422272056705,fruiting,19.1
+35.02346803853575,66.33769516568854,2.378975788309062,8.350062960986222,high,sandy,16.401822143797432,49.91094402476707,poor,soybean,6.305290152534445,vegetative,12.79
+19.50396619331548,57.33074959601497,5.38675827633142,7.568640124742696,moderate,loamy,32.890464858852326,15.660584219497212,poor,soybean,4.338678396679108,fruiting,11.31
+17.746577843519574,53.58710258840613,11.680142320115232,6.297617259345828,moderate,sandy,35.423260839969615,47.0454072116647,poor,soybean,2.595457115048114,seedling,6.94
+37.09209919219974,91.1770976099518,2.045889751512557,7.929174692618855,moderate,silty,16.38300403311125,37.02130538229233,good,wheat,2.0514792347732107,fruiting,9.53
+23.573241568979896,54.988903325009176,3.832665439081083,9.523299809731515,moderate,peaty,17.450009749907174,28.65487297819545,moderate,wheat,10.30958173216104,fruiting,19.78
+32.0967531227258,26.027529405852057,0.6227341134509883,6.412102029163729,high,loamy,34.06142950483342,23.78642869945565,poor,cotton,8.232828325020764,seedling,11.91
+15.633715106598462,95.7310981771962,14.54201550908646,2.391519196178505,moderate,peaty,39.08420754938882,35.19206374492251,poor,soybean,3.867640789511312,vegetative,5.34
+32.25117221023624,93.6428184991702,9.086111199838523,2.474724855418477,low,silty,16.22076183539661,43.71146708621532,poor,rice,8.858306903817041,flowering,11.58
+22.902532788674264,74.7546151665279,10.938544727578142,6.254765228157275,moderate,peaty,32.60542999270479,11.36409439140392,good,maize,11.1710592274075,vegetative,16.23
+16.393521339686043,57.431402250562,9.945055981762213,4.001216858063271,moderate,peaty,21.78923291061766,31.41849085191721,good,soybean,2.564667686767754,flowering,5.87
+30.245319038702924,27.4287578354817,2.593286103610278,9.192226377204724,high,loamy,14.230481597568437,36.01055937305589,poor,soybean,10.04188954581007,fruiting,18.47
+21.02009540182933,83.25984948619809,9.126629115412914,6.504781004523751,high,silty,28.862481879473904,11.024131666493249,poor,soybean,10.354374804357429,flowering,15.92
+24.670181051297,26.03823315392232,2.4055261295483006,7.088433520810243,moderate,peaty,21.18926318924605,45.56310398397508,good,soybean,8.519554071335962,vegetative,14.72
+17.01452030716284,25.48807879161165,6.317928582465354,1.052386390908123,moderate,sandy,14.385685382465244,48.07159677871887,poor,cotton,11.362593990535927,flowering,11.78
+18.679081277373637,62.99070739514945,8.749965470916749,5.489636968563607,moderate,clay,8.753037536294908,34.499652550895625,good,maize,11.663482375384945,seedling,15.27
+22.44943088739609,32.81025921477122,8.603776154481261,4.880482492500205,high,sandy,35.34340448352101,14.680042978509755,good,soybean,9.729137109221195,fruiting,13.12
+17.24398751400393,20.61842138722792,2.226564676749744,7.352846710907796,high,peaty,35.75337312000184,47.296468413007474,good,cotton,3.682483504733909,vegetative,9.08
+37.77065661715788,53.8490744796629,0.9993215598745716,4.443747943000291,high,silty,7.62366145698273,42.20028389531951,poor,soybean,2.8295180316019413,fruiting,5.58
+15.15117607959946,30.977378528805275,12.0743975511703,9.78917528698446,low,sandy,28.218837971288536,11.141929162156591,good,rice,6.231982025896701,vegetative,15.56
+27.096505471607784,32.8412332224553,11.025875336442075,7.031828634007616,moderate,silty,10.690210071523223,33.16630511645968,moderate,cotton,6.01311562584549,fruiting,12.65
+18.081186453313787,26.152851098826773,1.6863741161887018,6.939264998283305,moderate,sandy,27.621202805936026,14.581492655184755,poor,rice,3.432846785062756,vegetative,9.85
+22.691977236948716,36.4075002978888,2.347525022622525,9.274070302821844,moderate,silty,36.76660177461291,15.642655848217842,moderate,soybean,2.400079782701986,fruiting,11.79
+38.15148899545664,77.23873438195115,13.442464757649494,9.95684350508511,low,peaty,14.107514157775553,17.70039779741666,poor,maize,4.486015914694114,fruiting,15.37
+19.04236383184967,84.71418457742331,11.652369073515809,2.7803862033590194,low,loamy,17.177523147187877,25.84753979948918,poor,cotton,4.887297040883647,vegetative,7.35
+39.14580799295831,56.20269152234405,14.944324295141774,8.294798288932553,moderate,sandy,32.82954857123956,45.05531443411287,good,rice,11.23455998601209,seedling,17.24
+20.144859424735543,60.524305270513416,4.182818013472815,2.4608754578982475,moderate,silty,30.73808274601637,11.24301650693532,poor,rice,11.799806183084357,flowering,13.88
+33.53915271167074,22.61240276753621,7.573143338597816,5.113391077487889,moderate,sandy,19.30293495593949,37.5684387967686,moderate,maize,11.852455746530316,seedling,15.5
+28.66693162243279,25.545300909705347,3.928663852904157,1.9016686389922317,low,silty,34.69918277471645,48.58203156202951,poor,cotton,10.121733965214432,vegetative,11.56
+37.11196818991898,40.60541805196135,9.530602007920992,6.610338806204483,moderate,silty,37.22049172409543,35.6493377519065,moderate,wheat,9.712443714693151,seedling,13.8
+28.849831387578277,63.5118736570518,2.17350646682411,5.216663470645675,moderate,loamy,20.842527346365443,42.62420237627522,good,rice,11.381922034369817,flowering,16.93
+28.36398047890772,79.16409189879943,2.34502600477398,6.658290534931435,moderate,silty,6.380806091136326,46.0708926305037,poor,cotton,5.403152924586573,fruiting,11.17
+19.88645000921,68.40024490704265,1.5423744253742782,7.101646773538717,moderate,sandy,22.83039923164947,38.59191219240108,moderate,wheat,7.383028386488432,fruiting,14.38
+19.155734051291468,51.37022839894306,10.55699819283042,6.574890250281142,high,peaty,30.888886083824406,36.39371193154044,good,cotton,7.875256368407574,vegetative,12.85
+37.912228777887854,29.465925840251053,7.664052372781498,3.6462621034663583,low,clay,12.701250986720638,10.718669756127856,good,soybean,7.749677373850048,seedling,10.4
+23.195954971250853,82.46185879097516,9.457102637142135,8.532632415193019,low,silty,8.480061221230411,30.75556356133836,poor,rice,6.31859873278507,seedling,12.89
+24.3020563740724,49.10288412792457,13.249865175545704,5.965175794376117,moderate,clay,14.982512524495576,28.76903146809528,moderate,wheat,11.755773141348158,flowering,17.28
+33.99559146070971,78.88432115862317,11.2347630289527,5.408660558951229,high,peaty,5.405541103672706,30.908225082206634,moderate,maize,5.194765325021311,flowering,9.49
+23.470587060570185,61.03830735314735,7.194982313417019,9.88357423811387,low,clay,30.04151053836435,27.29921560963012,moderate,maize,4.214771174190942,vegetative,13.81
+38.80156116597507,79.09296428494602,14.773161831716283,3.551571160358292,low,silty,10.112392800292564,46.26230058760248,good,soybean,9.382328644001394,seedling,12.11
+33.44819422497001,92.58316491620576,7.115713466558612,5.752272744056558,high,sandy,30.3277157732217,45.56120358214212,good,soybean,11.182863872586651,vegetative,15.07
+29.9357310643355,93.68236128430416,2.130534761886232,7.140921207471923,low,loamy,13.209179740543368,15.027942214550816,good,wheat,11.682234277223978,seedling,17.21
+37.02237901361882,62.80854240004828,14.893493835164382,2.1270333963991024,moderate,silty,39.72217380739416,31.31571202024981,good,rice,10.035967459693053,fruiting,11.82
+16.24014770873707,60.9206691812511,0.8309005852152859,4.188157517318818,high,silty,23.61283837233632,48.38235935193427,good,rice,5.831841852359684,seedling,7.7
+21.42656730473022,41.25427724022698,8.473311612572406,8.215198443975936,high,loamy,6.446859960053188,33.9465662265013,poor,maize,10.143998131342778,vegetative,16.75
+26.625908355522743,94.86398652234332,4.981884586145784,3.1308241113984705,moderate,loamy,32.04376071238262,42.06673680435574,poor,soybean,9.627011155027525,seedling,11.58
+20.674463486788024,56.63353337596967,7.80150618974628,5.43961328413246,high,loamy,19.3531585795674,24.93440088341785,poor,maize,6.026582744411434,flowering,10.26
+33.5976296825538,30.207299142990173,8.601337812620564,6.67567545384674,moderate,loamy,26.256245089856257,25.089959821305413,moderate,wheat,3.0460161590607973,seedling,7.48
+37.980200776343125,54.61639317012399,3.9813904960380704,7.040461179768401,low,loamy,38.29246279932814,23.027491334145623,poor,maize,10.541638741231006,seedling,16.06
+25.594252998273085,30.16426001904032,8.574451958190297,7.554793978430434,moderate,silty,23.10444201459173,10.873818585150614,moderate,maize,5.055008491497581,fruiting,11.82
+23.553315002797376,60.20253474056601,11.462886124080294,8.793795853386499,moderate,clay,33.153172777687594,46.99406449822095,good,soybean,3.130830635048423,vegetative,10.85
+39.03876830343916,64.90204118849698,4.364392640037976,4.535734987302739,moderate,sandy,15.59774860518084,23.985667963250357,poor,soybean,11.867545997883076,flowering,15.94
+26.12131082068852,47.02046091948682,6.059678933051653,7.359687333674706,high,silty,30.008236520495704,24.68351825480983,poor,rice,11.259911128415103,fruiting,17.17
+27.22621001123208,25.73204913851877,4.38951905087884,7.589571829932264,low,peaty,8.476305152642327,40.38189633580701,poor,rice,9.567720726924344,vegetative,16.85
+23.791246808547637,95.48028285065912,12.398116099328936,3.702467171142912,moderate,silty,36.26721692368276,31.07572490647492,poor,rice,2.6749878223500048,vegetative,5.06
+37.738711825303454,81.86824907867437,11.012242758539152,9.713421551904773,moderate,silty,11.991159257562636,24.48168620152635,good,maize,9.229460563051662,fruiting,18.9
+29.223887082046268,87.11048644040969,13.132348339666908,8.786972561698558,moderate,clay,15.56753371538652,45.34469719788613,moderate,maize,8.606949046226529,fruiting,17.67
+34.05436467954112,49.34947154289836,2.96572344707406,3.608751958296077,moderate,loamy,38.53741584677476,43.0151685397566,good,cotton,4.464364890947532,fruiting,6.91
+35.295167958772154,80.86648240155604,1.5669047533163971,7.075618090182888,moderate,peaty,10.43247572986987,49.07206286265014,good,wheat,6.587780484153072,flowering,13.47
+23.54622604793145,58.82983161353554,2.231060805950764,7.460205710133646,high,clay,13.904341581868437,35.640865438580136,good,cotton,11.645035512243204,fruiting,17.97
+25.842358283009503,36.08667907248368,2.834765825951428,4.883352726478414,high,sandy,25.30627543686456,37.60386444098846,good,wheat,2.176221453060333,vegetative,5.3
+36.21179436015662,29.95387015257706,8.229698579784635,8.773689573468697,moderate,peaty,39.324289971309895,22.979980936068944,good,soybean,6.694095467960086,vegetative,14.34
+24.081383791895256,47.60406954576455,14.57822502026009,7.212064181581357,moderate,peaty,29.19968160980728,13.983199538124785,poor,maize,7.838725232570692,seedling,13.09
+34.84837833629628,31.00416891801117,5.67991354094334,6.923392166374463,moderate,clay,8.99665262535283,14.236669388230837,moderate,cotton,10.682261502108746,seedling,15.37
+38.524808064360926,99.86151809632548,14.398369905722976,2.987563350562464,moderate,peaty,31.18410033051184,35.83761847626461,poor,maize,9.052128076434968,fruiting,11.55
+30.580259326700173,23.935119218561766,1.053911527343106,4.670580802146242,moderate,silty,19.917541258771525,14.530865478546747,good,cotton,3.001510750519293,fruiting,7.53
+33.54068218629722,55.29148794952612,13.939646940812546,4.905302402191149,moderate,silty,39.7315129301197,46.265062630214885,moderate,rice,5.774275293022518,flowering,10.34
+35.12743280102838,56.16748179123073,3.1267128059220823,7.602949869211185,moderate,loamy,27.00509710458492,38.15474616501414,moderate,wheat,3.246282435115733,flowering,10.79
+36.12599122241606,44.050554286534044,13.730887292930555,6.565550907317972,moderate,clay,23.61845632824248,19.048269598829343,good,rice,11.309193770449294,vegetative,16.69
+24.8763334464199,65.70812525655563,1.315297736674187,1.7727453156364037,high,silty,24.504280473224643,21.168466440937124,poor,maize,8.91317417096563,fruiting,8.76
+16.281586479399955,31.998161932123573,14.249181988677972,3.769281566985161,moderate,peaty,27.454663377635136,38.39894869672643,moderate,soybean,4.500477796459782,flowering,8.31
+25.04690678091849,82.7129904469787,3.411574832623482,5.25742754015391,moderate,peaty,30.61402471876724,42.9647974022391,poor,soybean,3.413960254712908,fruiting,8.38
+31.84390574460225,46.595817459811066,4.88935387106083,7.630596512712937,moderate,silty,7.741264232911935,43.57719949125935,poor,rice,3.23745180525658,seedling,8.27
+26.25875964451982,67.30740718389134,7.618663989492893,7.692122170717067,moderate,clay,9.573433193335182,34.04108688605065,poor,cotton,7.1159379562890575,vegetative,13.61
+33.724078771509966,77.25113888535674,6.02045277791439,5.41488977714473,low,clay,15.51672039321609,16.209279451465363,good,rice,4.618865744717155,flowering,11.11
+23.9245607367166,91.12336941521288,10.179155554315674,2.0523914403460983,moderate,sandy,21.728401367020325,42.73438005409253,moderate,soybean,11.674755530128705,vegetative,13.1
+30.86860352760074,86.862994916176,14.634712625126122,3.636130630355552,moderate,clay,15.887358910218698,41.6657411454153,good,rice,5.926279840254482,flowering,9.68
+19.660495121349364,68.66472224828476,9.29318411667164,3.292231440223623,high,silty,12.484334517230009,43.414303438673535,poor,wheat,11.928772789610248,vegetative,13.54
+33.73423591612392,51.07145443071096,10.961538436829963,8.02923769277417,high,sandy,37.376039793415146,16.306551219933375,good,rice,10.611548737856122,seedling,15.65
+28.642399220325647,60.25637360599711,1.7760761294326717,2.619876826050882,moderate,peaty,6.141018701353768,37.374309846765776,poor,cotton,11.057560110910266,fruiting,13.31
+20.101609713665013,81.4987834703042,9.603280221515078,5.18429100155673,low,silty,37.85443597321481,48.40975733793346,good,maize,5.888584790584546,seedling,9.87
+22.29777933744518,90.20364340475784,7.080821767172991,7.036469231629511,low,loamy,36.7534810063294,20.24246344597455,good,rice,3.2142992201740266,flowering,11.17
+33.71521771454581,28.30255425413375,13.343844189834613,9.683075376550333,low,loamy,28.932361246740747,38.66912106863009,good,wheat,10.395171274266287,fruiting,20.66
+27.06503089153801,50.78850099944428,6.129060944824978,9.99316522201996,low,clay,6.138710367538989,20.3566972584272,poor,cotton,2.050406780093455,flowering,13.47
+20.40078600982681,82.08932787308004,10.352085088723827,9.576299291998952,low,sandy,12.88744465540056,22.283856349926285,moderate,wheat,6.482932103210749,vegetative,15.59
+39.18177975925744,54.53214100751688,3.808229059756647,7.464181107281815,moderate,sandy,39.268521828642406,29.410723043054205,poor,cotton,3.467179373958505,seedling,8.67
+32.8781254954222,46.578221125302704,4.260901736100841,7.717967497198825,moderate,peaty,36.70826277804909,45.798161743597305,good,soybean,11.02404465236459,seedling,16.69
+38.92837081349491,52.90581574586157,5.953775248372967,7.832890878481156,moderate,clay,38.76001863468509,11.546472472624297,moderate,soybean,10.68524999683752,vegetative,17.4
+25.67762613400858,68.22757974290806,4.90892129384429,8.76344388891661,moderate,sandy,39.86431059383728,49.58565243261831,poor,maize,3.376356054789243,fruiting,12.26
+26.877508517293013,99.98441153070412,4.181243171156085,9.566069165669871,high,silty,7.236061320322419,40.8830859843826,poor,maize,7.515188854806803,vegetative,15.45
+37.44888040462549,59.43939432836254,1.2201962355617348,5.011355300682948,high,peaty,24.980188776651996,24.39115590029114,good,cotton,4.3412730817486604,flowering,8.07
+28.126233506134614,36.67955799634085,12.632821810410656,4.748597902379142,moderate,sandy,34.19481639270899,24.16640814462792,moderate,wheat,7.145187950951311,vegetative,11.09
+32.68197279764168,33.02772602232758,1.4323721979236226,5.144180161407676,low,loamy,16.1898138024535,29.31924944492892,good,wheat,11.76525500388122,fruiting,17.32
+21.30432193738825,23.387979798113143,13.36679997624303,6.938354543109347,low,loamy,20.244555278876085,45.01914184395368,good,rice,4.304210706184346,flowering,12.06
+26.16816171756601,64.70537879346571,2.3192481414868737,7.979008566499882,low,sandy,14.930852702941865,10.716693633545038,poor,soybean,2.6528125415845043,flowering,11.98
+18.08624664525888,63.56576731910674,1.446295187408556,8.834899518111962,moderate,loamy,6.332524752978889,31.92998602767449,good,rice,4.54456740261678,flowering,14.32
+20.14950089692404,36.41871414242473,8.663569077720108,5.1058967885434505,moderate,silty,7.544966983009019,12.243457805274907,good,maize,11.842294782065329,flowering,16.42
+15.023585381690776,75.62635251620536,7.785405992333466,4.270353635621165,moderate,peaty,5.750461936891223,14.62402989370367,poor,soybean,2.816785707007905,fruiting,6.37
+15.981626291216504,79.28856333037446,7.622901248062334,9.85017353232004,low,silty,23.453555712764,37.62663457622285,good,wheat,2.376169456355941,flowering,13.61
+39.43209557942323,40.7278564305689,8.830312748770268,3.0869885890650366,high,loamy,26.6448079126312,19.372355406075226,poor,soybean,3.5144232271587423,seedling,4.76
+21.058842378419055,47.52798112237892,4.662320788727758,2.9980435172722952,low,sandy,15.769558887744854,11.663792209843749,moderate,maize,10.064497704497262,vegetative,12.8
+31.582767737600047,99.23773378778051,10.112764464729365,7.43866709343846,low,sandy,33.91519879996875,16.56949120296658,poor,soybean,6.71376458256143,vegetative,13.7
+35.97749246999029,49.94115742805874,7.784832185754157,2.616915660423781,moderate,peaty,36.08046729553606,18.3455233431574,poor,maize,5.384168677668623,flowering,6.9
+28.766511480914104,80.86413374048814,5.3537802708812166,4.594680997715102,low,loamy,9.891190683200836,40.79127982841169,good,wheat,8.575775789981762,seedling,11.94
+18.828612502098903,56.2180341303952,12.484259671220558,3.631481400828267,moderate,loamy,6.817356195968054,34.99696525854087,poor,cotton,2.963868115196989,flowering,5.69
+33.202910933404155,83.46758622887808,11.051955896737296,2.5183941108125376,high,loamy,16.178321456003154,39.40496050718768,good,soybean,8.965617661343012,flowering,9.64
+30.006285252489576,81.52185910261183,6.207349958197018,6.217365151881042,high,clay,29.954563635620648,24.79289118402759,moderate,cotton,5.039176072391263,flowering,10.5
+33.28126473368438,73.42048201588284,12.790457885818656,4.36160341679166,low,sandy,22.75983619588384,14.525310974940751,good,maize,10.56741760733918,fruiting,15.01
+34.24366557142718,88.38226770364633,13.843744626620726,5.160107555636015,moderate,loamy,22.083149907240497,42.21160413778309,poor,soybean,9.242341767726082,fruiting,13.77
+39.38525919211863,95.1374795902148,8.284560872723256,2.762767043429644,moderate,peaty,10.33436394574788,15.616273546207818,good,wheat,10.7761584926008,vegetative,12.69
+29.33908200066775,66.39866563616671,3.616810527275351,7.910801224045809,high,clay,17.300894145343324,25.30727067523472,good,soybean,3.847652523924816,fruiting,10.37
+23.541027817265046,38.997512577819656,13.778986269931307,3.832408751056712,high,loamy,38.56119404167962,20.49112966651593,moderate,wheat,3.4836881146026304,seedling,5.01
+31.21161392250593,51.890316931526,3.247454491385,4.084463611242089,low,sandy,16.919615365648202,21.861394147043622,moderate,maize,9.113948375096118,seedling,12.18
+16.711017731065652,80.66445708106346,1.2021367830504026,3.269385658901014,high,clay,25.700134439253212,34.07426646948294,poor,cotton,11.211081421567362,fruiting,12.81
+37.43493295803965,72.07067880990957,5.248561628660398,4.909632149071304,low,silty,7.042211467867471,16.574086094244738,poor,rice,10.048696593712387,seedling,13.67
+17.98452528345492,34.2238670852199,11.041011994685077,5.172189645148048,moderate,peaty,7.234899025017119,27.83495561086393,poor,rice,11.405718122908963,flowering,16.85
+23.196070947145454,24.099163291713975,13.887474252126466,5.767002246965636,moderate,sandy,19.848889736900052,35.5475356329782,moderate,soybean,2.1111507478679696,seedling,6.16
+35.39363451565302,74.63692748336518,9.74064187880938,9.708114537837456,moderate,silty,26.143932475914184,44.75652788089795,poor,cotton,3.786772919550806,seedling,11.09
+29.9328094582678,40.08632192234763,14.30165893101657,9.142226272411332,high,sandy,18.031936516223677,24.849100788338703,good,wheat,8.185113578827028,seedling,14.13
+24.84088800693605,59.97361949832428,1.839377169500501,6.484533678883483,moderate,peaty,11.26547515580756,22.747671258671765,poor,rice,6.227733500997555,seedling,10.89
+26.835891484375537,79.73974180100754,1.380929079026291,1.3501312098678775,high,loamy,30.758506030802607,24.71388899976388,poor,cotton,9.65310899921612,vegetative,9.37
+36.36368483005451,65.01334245250665,9.260783285783129,6.510343067890611,high,silty,9.901533592604052,30.03188281962188,moderate,cotton,2.673873288995124,vegetative,7.2
+23.500109651497304,26.66420664894371,14.508686676144944,1.8070174608770464,high,silty,28.380586063990695,22.52378375022307,good,maize,8.307689101296962,fruiting,8.45
+36.74124212030428,34.84641894268443,7.789458979843498,7.393098146668725,moderate,clay,38.485707089689534,20.01808260148341,poor,rice,11.293506202589349,seedling,16.65
+17.203360774417288,37.546254722473535,1.2469707761199245,4.510698819228376,moderate,loamy,21.46879004225343,25.012123685275128,moderate,maize,4.296676943889341,vegetative,7.38
+34.419960930215765,40.62914029158759,3.7076705131231145,8.539268424116667,moderate,peaty,12.015178751427197,41.11317059200941,good,cotton,8.809193385300023,fruiting,17.03
+36.18869082636841,65.23227135604034,4.049497143028675,9.482763207386176,high,clay,34.46936294238952,20.112591479880777,good,rice,5.438092939533296,flowering,14.93
+19.54544132093347,60.31726238603148,5.398928372485774,4.753993073190481,low,silty,22.691666888277503,43.78518532096321,good,wheat,5.7107839571675685,seedling,9.27
+25.75866330930501,36.25280306913672,1.1322490620000831,5.144997659263716,moderate,sandy,37.31277053085979,21.40426165683175,good,soybean,7.149776812408461,fruiting,11.41
+19.13749436659139,25.404387476454964,13.620944157219784,6.311328229115652,high,peaty,30.220512638062274,34.12307587551858,poor,cotton,5.032981847037756,fruiting,10.27
+32.66510322485544,33.71457635797745,7.975677198461681,2.7741944967224548,high,clay,20.071336205086894,48.83905129061774,moderate,wheat,11.666395666691791,flowering,13.17
+28.383694201541417,98.75050500948826,10.228496497834582,9.345995567455253,high,loamy,26.608449837010365,48.07171438923006,good,soybean,2.436404324335128,flowering,11.34
+30.883083667708025,57.48375598331778,1.47400613497763,4.896999338512353,low,sandy,10.948754704801171,27.38531994289459,poor,rice,9.334125790814015,fruiting,14.59
+19.91217417390528,89.387640376169,1.2846742831529163,2.501383023244066,moderate,clay,18.5530642362132,12.700630771966884,poor,wheat,2.8121622490329985,seedling,4.26
+20.293646551310488,87.90019733350746,9.003782694587935,7.864586500769955,moderate,peaty,25.78549457777055,46.10514857526085,poor,wheat,10.539130172153817,seedling,16.07
+16.03743313774766,60.9215645970299,13.365792152311016,2.972362351995866,moderate,sandy,25.65146475880132,15.076639263660685,moderate,soybean,6.769049358950004,vegetative,9.12
+23.051688379893243,76.53501667684348,8.162989013913432,2.291763475646695,moderate,clay,25.55253783807063,46.94196932261582,good,wheat,4.236276088201651,fruiting,6.08
+28.99361653334187,35.42016083301698,13.228378002266036,6.065848679446064,low,clay,31.023762680284097,39.30522424968649,good,rice,6.909241111602023,vegetative,12.62
+36.44837284993322,75.07173639415267,12.25937345930097,7.043457297624317,high,peaty,8.697868471177904,47.369564821473645,good,rice,11.554195870956308,fruiting,17.51
+31.673186186467017,41.79076634106316,1.5998798940263508,6.126064665984247,high,loamy,7.577998081542264,36.61567247257588,poor,cotton,3.635842241004085,fruiting,8.38
+25.884908084993786,86.56496774033207,3.4283833785925037,6.908595840526269,low,sandy,10.1807252004794,49.804507058741486,poor,soybean,8.051229210867335,fruiting,15.47
+38.82800285985344,26.69793064871279,10.036804702752466,2.0397161107697,low,clay,32.73380086019108,28.680067237896083,poor,maize,6.744269505588377,seedling,8.13
+32.981130014395795,81.85109383082221,6.930770046975603,5.284162340956966,low,peaty,7.269881137527438,23.18486030955195,poor,rice,8.97656919066332,seedling,12.84
+38.25413007156375,27.994952525489563,4.715147297880348,4.213167796796871,moderate,clay,12.88324174541282,25.732478281300853,moderate,maize,3.73394055124144,fruiting,7.25
+28.189699331804142,90.49513895154472,6.570190912695697,9.760317546161096,high,peaty,13.917160193374537,24.0115572845914,moderate,wheat,7.956158884849191,flowering,17.77
+21.47260686982849,44.3363614508003,6.955394870924198,1.446615407615207,low,peaty,27.653806782707196,26.031891406372548,poor,soybean,10.508835475089567,flowering,12.07
+16.32066715911805,72.35146918644598,13.70300763691315,3.6846478275393073,moderate,clay,19.05703341637328,45.40808423496635,poor,soybean,2.255385834011962,fruiting,4.91
+33.152121287096264,59.00018228962239,2.000145113721819,9.4767597468255,low,peaty,11.964762819762605,33.68244540634901,poor,rice,10.025823847708097,vegetative,19.2
+18.032574950138358,49.30425162098712,4.556095828710418,9.851465648658966,high,sandy,20.733845952074383,39.02791682486222,good,rice,6.746050834049779,seedling,13.07
+22.56937820679918,71.63534665467972,8.294689840449351,8.4241144695442,high,peaty,28.99079744686848,21.514930394660844,moderate,soybean,3.917041229685977,vegetative,10.54
+28.311772697097435,95.80183844409903,10.62516043614358,1.6839841961476838,high,loamy,32.511815450174005,49.5948273265538,poor,maize,8.082592649755949,vegetative,7.87
+29.11041469449369,23.30157978996975,9.644240689909031,6.052195255091863,low,loamy,9.335911556629595,21.229389687017168,moderate,soybean,5.000499827662079,flowering,12.01
+30.0145799246784,93.50822847064836,14.15381969719222,4.601106934034204,moderate,peaty,30.015045942623427,16.36100582301294,moderate,cotton,11.851707779810072,flowering,16.2
+19.156383258742515,68.72653240168108,12.03632940988236,8.258073109258614,low,sandy,5.158293039019156,41.12778341195981,good,soybean,4.708333205220077,vegetative,12.64
+24.49343512054122,84.58514406152419,8.577614208629239,1.4952181201419996,moderate,silty,30.35132837657894,43.56301339768533,good,maize,9.145713102203407,vegetative,9.44
+30.429855677924166,50.70999627474221,3.6128990292658583,2.774158764802319,low,silty,28.135135286114288,25.75181066076545,poor,wheat,7.018914879660789,vegetative,9.33
+39.24547161584462,57.7474379870091,7.0376763553324775,5.402755596003665,high,sandy,21.40333024805405,31.64287128851914,good,maize,5.948582441026525,flowering,10.58
+33.19077844249222,89.50806014409312,10.55404254081992,2.4188289665304428,moderate,loamy,9.790564787267288,26.56511934420235,moderate,soybean,7.257614870579528,vegetative,8.39
+38.06509392734895,53.187837584785846,12.650451535123231,7.234436284248684,moderate,peaty,31.75921513552848,21.756878239226086,good,soybean,5.052420744431878,flowering,12.36
+34.055301457854426,62.7727653399268,14.416175254124616,8.386904990258184,high,clay,7.511358106333031,42.53508127404934,poor,wheat,6.616461378829824,seedling,12.01
+29.792924222310013,21.615593846746638,9.279065108999806,7.340679042648791,moderate,peaty,36.34490148134572,40.28149424743359,poor,cotton,5.751191473319587,seedling,10.82
+19.800584228408614,32.68784046704339,8.14033082591427,4.962553422759841,moderate,peaty,32.07111284365464,29.413145189313767,moderate,rice,8.471405442475298,vegetative,12.89
+31.667141297312828,71.33492063798398,0.7565328852566505,8.905488996273816,moderate,silty,30.93372230910163,28.222036895988364,good,maize,9.221085459148249,vegetative,16.89
+30.58448914899768,77.35815208511016,1.5454365026776091,2.2391751854794752,high,peaty,31.40379840711184,17.206547791038656,good,maize,9.68601432325486,flowering,10.08
+30.061729261431665,66.60807494275996,2.763522465742304,3.34304725509108,moderate,silty,7.365063372287677,35.49093440164094,good,soybean,9.861574517787531,seedling,11.57
+27.244646699706017,31.46480290204885,1.2940190022496072,5.40585716727073,moderate,clay,39.648217955043215,46.94710967925198,good,maize,5.535678023387337,fruiting,10.1
+28.21641509973189,55.63243428622678,6.312516962671434,1.5520473899132678,high,peaty,35.050986696889126,38.75375569267075,good,wheat,8.153859466220375,seedling,7.9
+23.3610631779526,48.40758130905519,5.384738904513647,1.8611720340989253,moderate,sandy,22.777670072600312,30.250819771053084,poor,cotton,7.062907617972981,vegetative,7.89
+27.982817316057577,59.65290752280707,9.741635289091697,4.576990345501349,high,peaty,30.179010880442306,11.546340362268928,good,soybean,8.400745582401992,flowering,11.5
+19.93889764196196,89.62632276432754,8.26714406503434,9.494976670610988,low,sandy,30.874000658719936,47.21131377277657,moderate,rice,5.539667613094234,flowering,16.55
+35.129359934009415,82.06891509269215,9.141576011123966,9.175723239493005,moderate,silty,34.042484953382775,22.321773521079137,good,wheat,3.913557519456881,vegetative,12.02
+19.64442386746769,26.71916011113272,7.343669442595985,5.1937737245057,low,peaty,13.93809291988014,21.99810083957796,good,rice,9.259663035223312,flowering,14.98
+17.12415724723666,91.22473582196514,4.5271886540367285,2.2794269005965706,moderate,silty,18.021845365179,28.78384214802861,moderate,maize,5.781838524384956,fruiting,7.29
+25.906150658928937,57.74137209198589,14.315967066723918,2.6029689036259205,low,sandy,32.98898557474638,27.166636924703944,poor,maize,9.3182238734563,flowering,12.03
+31.457685987651548,79.50897159087987,1.752932816522015,4.397914491482146,low,silty,31.91443598467783,48.49397988162924,poor,cotton,9.074312979137815,fruiting,13.42
+25.942920623338534,31.20313850114817,14.113919492246954,2.8906677557810325,low,loamy,23.29153631628925,16.600298192933845,good,rice,11.93264604550011,vegetative,14.4
+21.918853298782714,73.65756205656385,5.012951679538652,1.7467803495134004,moderate,sandy,18.86718706607036,37.56488619102737,poor,wheat,5.656183870823768,vegetative,6.76
+28.95427959726102,38.90608140875664,7.933590957825812,7.063997351679974,low,silty,38.895489981744014,14.270527949890583,moderate,rice,8.82841465934976,fruiting,16.3
+23.675058385305,55.070471771274526,2.078213680999419,6.233037740134254,high,peaty,19.5257486728492,21.075903139808503,poor,rice,8.931975718028458,vegetative,13.55
+38.32169225316583,21.34902960656835,1.5285004913796345,3.621670821802766,low,silty,31.73950018566434,38.8854871361063,poor,rice,11.385943399619038,seedling,13.93
+38.0661284900893,32.128851034438085,6.728409006419742,8.010535442970738,moderate,clay,19.44248276981013,42.16173735435584,poor,rice,6.988522194403289,fruiting,14.88
+27.559295499302387,27.366439449889583,11.254611957505332,7.9835399893525105,low,sandy,15.844265729294776,28.75698049178052,good,maize,8.648283357646566,fruiting,17.39
+23.19709985045646,39.179533835060674,4.40578927445396,5.419017731914856,low,silty,27.434886367835247,41.57380433777481,moderate,cotton,9.54732727724881,vegetative,14.76
+33.42831034891598,28.00144720194578,8.654044389562142,1.868792999607045,high,loamy,33.26655562551734,47.40508203830274,poor,wheat,11.8944198930261,fruiting,11.98
+15.917823587076668,75.35280212956495,4.540429937580866,9.26622460091222,high,clay,39.34821276951989,47.431497390593606,poor,soybean,6.591289546860255,seedling,12.66
+26.86922515109128,22.32319217673755,6.134889382949092,7.017944711868742,high,sandy,10.211643213697531,23.69897821731217,poor,maize,4.565877617887677,seedling,8.83
+23.408084856758336,69.41924004999984,13.64347161787046,3.2234573723675584,moderate,clay,35.66400647224755,22.485593657479,good,maize,8.054802722935685,fruiting,10.7
+38.01339712756386,31.25662646604594,12.909674569676334,6.49409092330804,low,peaty,23.344967666666555,39.05778608768341,poor,wheat,6.340448655282319,vegetative,12.55
+15.300075681817065,95.61291657423176,7.982254379555632,4.645193462448672,low,loamy,8.770986719002904,36.16378011074062,good,wheat,2.9811311934069544,flowering,8.3
+28.820371892958725,94.64752584878836,3.952531598345142,6.718146757623622,moderate,peaty,32.8032516707769,25.69060433083396,good,cotton,6.462685308236872,flowering,13.07
+33.516589526665655,38.04024820167701,3.301166734628831,5.264838061579187,high,silty,16.604054807778958,19.146932165813663,good,soybean,8.944653306991778,seedling,11.83
+27.125449688101032,69.15370385784236,14.334266619017855,5.369249352157601,high,clay,35.3887432501395,34.73727550578332,good,maize,6.59091753305181,flowering,10.87
+17.13507575406804,22.24042555779668,3.439390649404969,7.622938827166234,moderate,peaty,10.523065539146502,27.20955969606888,good,cotton,7.714805489180366,fruiting,15.46
+39.311534750697554,94.54308344409392,12.21844050823182,6.523531714575782,moderate,silty,29.8882089505388,15.284537664553884,good,maize,9.097004182235072,seedling,13.8
+27.95026078440245,61.83898465533677,5.850068038265291,1.719574221198031,low,loamy,15.527869108408073,35.5699500682732,poor,cotton,7.078109728436077,vegetative,8.6
+30.354656107975284,23.45785211342232,14.792067789594457,1.5883621340167329,high,peaty,14.007205734882966,37.90697647168446,poor,cotton,2.9669628449348853,seedling,3.0
+20.915244567687683,47.39999944065099,5.838258235260424,3.745083137470528,moderate,clay,6.759105713693879,24.56928040297889,good,soybean,8.92152834917211,seedling,11.48
+27.087452127670097,26.147956948898734,5.596991061205529,4.872213968848717,moderate,peaty,21.866803699105503,43.27817628440211,good,rice,3.9418181056201824,flowering,8.63
+25.728737298958045,51.43555514986879,9.743222618725534,3.477003032613575,high,loamy,18.70258471108004,12.946923330452034,poor,maize,9.159298518097131,seedling,10.45
+16.872396050049595,73.59410737290585,14.44199369608888,6.863138722629262,high,silty,7.159162496480523,29.836391199578955,good,cotton,5.067943378434753,fruiting,10.96
+17.654008838686682,57.59119264331517,14.655039284048277,2.7559713855305974,low,peaty,12.932478762361557,48.25337890468424,poor,cotton,7.368996070080437,flowering,10.55
+35.93681299046936,50.69777397755636,10.754489123771286,7.337269867565528,low,peaty,22.05451464598492,17.618525468479298,poor,wheat,2.6437807923431205,seedling,8.5
+20.99549880516476,29.532563643237182,11.441792301727128,7.9583566770003715,high,sandy,33.28949914579776,16.892969677088942,moderate,rice,4.858862948962023,vegetative,11.24
+19.873956787465765,39.59512365549251,8.6693315516089,2.118873768360855,moderate,silty,37.53067592351751,25.147867431352417,poor,wheat,11.246760352313618,vegetative,12.26
+27.62278628125348,28.01146301906809,11.458748217418812,6.857256190266892,moderate,sandy,23.03662605319064,20.72336170315417,good,rice,7.250703444791882,flowering,13.75
+34.21867828406282,84.59989853253286,12.9668049970722,9.652923783101029,low,sandy,19.115735829158226,18.861335746869248,moderate,soybean,11.077268668260384,flowering,22.28
+16.548662964474698,30.819186238777803,7.548381896327837,2.7354143553701205,high,loamy,38.41640491529528,47.99372246128894,good,soybean,11.398207720628855,seedling,12.19
+29.4201979909564,67.62986932391148,9.488002811036496,9.183725480045393,high,loamy,38.70018381058128,23.79391092996064,poor,wheat,4.769931763422727,flowering,13.93
+17.980261071014333,47.41923308710767,8.291092080879192,6.45443154346615,high,clay,11.66443187649023,12.393522988054384,good,wheat,11.059201186506122,fruiting,16.2
+15.91152627064046,38.07827077241468,8.65582389616582,6.318503805985407,moderate,silty,23.600935670678226,45.99126860546336,poor,rice,8.57528787362116,flowering,15.34
+16.318598804055434,71.1574751593683,13.405694693172142,1.4673041408878045,moderate,silty,33.73185283283754,27.929841905953936,good,rice,7.441307093601971,seedling,8.17
+35.854102705211034,56.56018475015525,5.656444037980768,7.734702505477584,low,loamy,33.77906489196016,39.43767049011201,poor,wheat,6.052419851262767,fruiting,14.23
+17.94931209070154,52.01163738276473,3.518668371209051,5.304457473832524,high,loamy,28.974251573817263,24.69388989013125,good,wheat,4.522428619528025,seedling,7.28
+16.1287841103073,67.42816039137773,7.116061598967622,7.490569526516207,low,sandy,21.501412088454803,47.40676147996585,good,cotton,5.992052995172304,vegetative,13.13
+25.947497178572807,59.301410279200056,3.517235261978345,8.282629931019454,low,loamy,19.12797728703204,21.512010217564352,good,maize,8.537351508134659,fruiting,17.39
+36.09983679855062,44.27873668412487,7.726806172099278,5.714167360350507,low,peaty,33.22442593241061,36.51066572884772,poor,wheat,5.629301437512876,vegetative,10.96
+21.56020941223255,64.72490302122013,13.60086752767735,3.3727988195048275,high,silty,12.90031115296895,42.97379698881963,poor,rice,5.52457394904329,fruiting,7.54
+25.542815438147912,73.55988612405557,9.452786046995929,2.2741524225353205,high,clay,19.99504610515937,19.517311380329176,moderate,cotton,7.441898735832361,vegetative,7.94
+15.99806331409378,22.13545268694834,12.903776372894628,2.4445281513917285,high,sandy,24.84026442864654,42.060433653488445,moderate,soybean,2.4527674009374563,fruiting,3.36
+26.22696285337189,57.26973831261403,2.909768334424921,8.80241188551219,moderate,peaty,34.112437203984385,41.6910404414501,moderate,soybean,8.118586652642684,seedling,14.26
+29.44032701592834,24.6146627666835,13.562667091789065,2.112202860673498,high,loamy,18.08475441568895,48.568944073814855,good,soybean,4.925285604097513,fruiting,5.06
+29.272676343803617,34.912433125448885,9.225913883903178,4.462246657419116,low,clay,24.202951727251826,46.91247661506979,moderate,cotton,6.920617715581321,flowering,12.11
+23.31066730435913,64.84069872623785,0.960516936736957,4.008471816601277,high,loamy,14.770734298576588,25.54434900251233,good,wheat,10.292207052148472,vegetative,12.57
+22.888329516578388,89.29511322124645,9.680224851633032,8.789101000650732,moderate,peaty,34.29194364023469,33.621750174492504,moderate,maize,9.923695398796658,vegetative,17.86
+17.665590473414948,90.62445433507878,14.295255865783307,5.299241506248625,moderate,clay,32.49394330462497,47.01177286316728,moderate,soybean,4.916999964423886,fruiting,9.74
+24.16995801615671,25.595520811090505,1.64792150689275,9.96801775613324,low,loamy,33.70343895277804,10.175026914518002,good,wheat,2.503023436364105,fruiting,13.19
+17.487366721824117,53.52840690293653,8.945613891808796,7.633492716728302,low,peaty,7.011669956493578,35.09400568308209,good,soybean,5.783982171920148,flowering,14.86
+34.16489861780129,66.64051864036409,13.774439741610864,8.658312178638571,moderate,peaty,22.041434694540133,18.61454040541785,good,soybean,3.1730100899250093,seedling,9.59
+39.156857443704645,31.765592364027476,0.6405799408484312,1.888050394240074,low,clay,9.754498677780951,39.55064041052197,poor,soybean,6.321565617966122,seedling,7.55
+39.25186141666767,81.23457733958173,9.648237433754437,3.2779202973840635,moderate,peaty,28.58161546227187,41.85878764439269,good,rice,10.279297427024185,fruiting,12.82
+36.626777484384846,79.5388206749791,7.386083231548959,2.219015760146454,low,loamy,15.898682515272377,38.518369481619686,good,cotton,5.238815215528971,vegetative,7.16
+30.01980373349048,92.26728109654356,5.531345120404854,5.172597751605037,low,clay,32.11016815411708,49.84312007974224,good,cotton,10.125741898374828,fruiting,15.51
+32.521642431097,20.678880966675443,9.599279104207952,7.464587393457188,high,sandy,7.280841667935639,29.170305039713867,good,rice,11.6901364320002,seedling,16.26
+22.130145067010357,37.33473951912021,1.2641803715175457,2.521572113827001,high,peaty,22.96411940697372,32.45381909295314,moderate,soybean,8.779768548805272,vegetative,9.46
+30.76926050431552,86.17493713962574,11.419414171167302,2.1715169011276494,high,loamy,9.328280517575829,26.3596969058036,moderate,cotton,10.497973800408143,vegetative,10.74
+26.391238735996936,73.64640406615483,0.5649524153357606,6.531478739023964,moderate,clay,24.526468548260777,48.95932616629387,moderate,cotton,10.427202293924056,flowering,16.63
+27.050433494423316,91.55118829587926,4.950568284989108,3.0728147838708155,high,sandy,26.257301639975037,46.91025404059539,poor,cotton,2.198375325011184,fruiting,3.88
+33.944414009378946,24.57437236242132,7.807400246427837,5.3139256457836685,high,sandy,21.175023317174997,49.46547120601189,good,soybean,8.621866911011228,vegetative,12.26
+22.04795888993129,67.75711725731543,5.966822633214999,1.4600595495494595,moderate,silty,14.787631576641628,49.39564810823403,good,soybean,9.709073762829782,flowering,9.88
+22.950990292362995,65.52372599149393,4.958401060480946,7.125515308607183,moderate,silty,6.1314750533969,45.81827138791275,good,cotton,6.441914265776516,seedling,11.61
+38.11604477821592,22.85395330884259,12.547109609287393,5.871847434778482,low,clay,28.173994412827163,47.23510112447664,moderate,maize,10.45851078788836,fruiting,16.57
+16.405607371274307,61.08176615299868,14.05507232694268,6.826806090627695,low,peaty,35.46546636765416,14.79524691323032,poor,wheat,8.64076411822279,vegetative,14.99
+27.14085746033351,68.76162490479393,13.168833931135389,3.4786574205377145,high,loamy,30.677671953747613,16.941121406536283,poor,wheat,8.848439335949337,flowering,11.01
+37.820020010196544,35.30345393616858,8.075254039224994,3.50742677825378,moderate,peaty,36.25563039837255,45.40750321296229,poor,soybean,6.078579440976682,seedling,7.77
+30.259075195453924,41.86636664997303,13.320380540305504,8.212244797816822,moderate,loamy,37.53253161366833,39.07201848372062,moderate,maize,10.837836376898508,flowering,19.6
+28.660176855303305,71.22778770381896,13.852492695132383,7.467060816863436,low,loamy,20.73412628432615,44.99954847090424,moderate,maize,5.789218842162838,flowering,14.68
+21.24360448073388,57.46407580799666,6.4339567571882,6.217557860787531,moderate,silty,29.42969781934611,40.80134062695031,good,maize,3.4661758653703405,flowering,10.29
+23.581887226611208,88.64109260546614,4.609964962828959,6.653291282038724,moderate,silty,18.90825622117148,15.583342118525824,good,rice,5.142315201464966,fruiting,10.86
+36.30121039511732,47.39054128073506,1.9248454842931448,1.8463976155099489,moderate,peaty,37.18399485060241,46.66262811360163,moderate,rice,6.013538092902282,seedling,6.67
+28.98045329421145,41.33277267105609,7.446832855213821,8.705541740061282,moderate,clay,24.70405004538469,40.84914099736626,moderate,cotton,9.525474010499044,vegetative,17.36
+27.868554843919497,98.78927522758742,14.2213053463574,7.929163297104964,moderate,loamy,31.335750306245583,32.83224790320038,poor,maize,2.870358606133501,seedling,8.71
+17.489492838500723,92.89086161040667,8.63315915702038,6.314423804411029,moderate,silty,5.508138042121175,31.29446273785964,moderate,wheat,8.584453665817417,vegetative,13.69
+15.40070391137808,22.31941959991839,10.179650475899487,9.267356179908164,high,clay,25.144222917140613,32.951947030754994,good,rice,7.12200051567156,fruiting,15.19
+39.09212971717623,81.65828922452528,2.1368153681317903,2.517741169294598,high,silty,30.969688504259324,25.61667772658165,good,soybean,5.16434544349627,fruiting,5.95
+24.42465418217104,28.82678190601624,2.581035130062716,7.179916474307501,low,loamy,13.99521615083185,42.12877357974226,good,soybean,5.949380636845186,fruiting,13.78
+30.080326552487605,22.198815586349674,7.234862298415251,9.666835998869448,moderate,sandy,5.503088925104191,46.36070003158044,poor,maize,8.98300500141388,fruiting,18.56
+16.992876829682125,41.89564127730791,14.293339585264023,3.790080681129288,moderate,silty,31.02714679552296,20.116600847873155,moderate,cotton,8.01297156511259,fruiting,11.46
+32.07785714307616,41.54767032488834,5.731377303077169,1.1376308266075856,moderate,clay,16.833003705335436,11.521888265011132,moderate,maize,2.7138242152019103,vegetative,2.83
+38.31416771764903,85.54550098775718,13.223518599104237,7.613807202722198,moderate,peaty,20.007636265354257,18.117096160963158,good,soybean,2.992812955454508,fruiting,10.03
+29.39163132493549,76.85337967542681,2.2441846046728173,1.0628229201051436,low,peaty,24.6718344882276,40.29354568166764,poor,soybean,9.03074670292077,flowering,9.83
+18.152883059385264,98.52875418656114,9.446749500538797,8.852802842639504,high,loamy,8.858790805484698,44.736042124075,good,cotton,10.797483858278786,fruiting,18.82
+29.54303818683692,76.92103202494548,9.208888165202511,1.5067112689321287,moderate,sandy,8.62434330626721,23.94262050662136,good,rice,3.60998068011088,seedling,4.06
+34.15868032761631,53.46044426048383,12.968183876018893,6.874882568846894,high,silty,38.63081572935398,16.095480625270262,poor,cotton,7.952521985397524,vegetative,12.84
+25.160413414350465,75.91421287561735,0.5480922138710718,4.394657299808354,low,silty,16.861377724541455,44.341362136811576,poor,wheat,4.060332999546817,vegetative,8.4
+36.99594369853669,99.95672537491215,3.2540091743647963,2.830065883450596,low,sandy,13.94336961360707,18.585714301956973,good,soybean,11.844911081822175,flowering,14.79
+31.217073833934112,76.81135060500225,3.685470568727485,9.084325598684462,moderate,loamy,6.670834192637891,19.67496744348622,poor,wheat,8.282064117641823,seedling,14.45
+37.48122295723006,80.93450847842547,14.274508277315691,7.71621266734176,moderate,loamy,11.087505110179356,13.704503520987911,poor,soybean,10.167157013316071,flowering,17.76
+30.58763278118343,95.06920121522074,2.728558015913477,4.063965095289341,moderate,clay,20.081328000333368,46.41296881607695,poor,soybean,4.897454152219094,vegetative,7.8
+18.28219930012061,29.092100904934668,1.0359540781981256,3.557377835715025,high,clay,16.972566320184917,23.06893363088819,good,maize,5.383748963069735,vegetative,7.0
+22.74229277762973,76.38274347581815,8.249691673756217,7.624110647450254,moderate,clay,19.86036115435038,16.873654108401894,good,soybean,3.457234418489449,fruiting,10.93
+20.04487370631142,88.06447663739591,8.164097705288384,8.529136863456973,moderate,loamy,29.63683989321346,48.14579685485463,poor,soybean,8.79570122934253,seedling,14.95
+37.72066244292156,96.35028801767145,12.738680997834033,7.442654178662285,high,silty,27.46263222999625,23.420816814997973,moderate,soybean,11.815131067100795,vegetative,17.44
+34.01000168218707,36.87754317693595,14.25846492757813,6.759903025321672,moderate,peaty,22.26035736833057,39.89943393581406,poor,soybean,6.904592835828259,seedling,11.45
+31.90995922275015,60.314320617939536,8.3089089110319,3.0513225266978394,moderate,loamy,33.51875233299579,19.21582354956705,good,maize,2.9643833643704127,flowering,5.78
+22.524157990790545,74.44438781155854,13.984915645085003,8.67523584948825,moderate,sandy,35.006359283936995,39.07303102228096,good,maize,2.13268582660406,fruiting,10.09
+19.601119301255338,39.797418360107,11.01480769384753,7.746957851125374,moderate,peaty,25.67844359386869,19.28648879480022,poor,wheat,9.084602663803777,flowering,16.89
+33.9112771997228,68.03782906002192,4.336107355935983,5.655468607897729,moderate,loamy,9.11498581961849,35.50959932627784,poor,wheat,3.7920718493046586,fruiting,9.34
+26.853948646976992,40.60630259983995,13.962100308686932,5.6042898604010265,moderate,loamy,19.216272399040296,27.63452121504501,poor,wheat,11.343128543737343,vegetative,16.35
+20.644738803765726,46.67656164253178,10.177926054637185,6.122557250266118,moderate,clay,27.206221806793213,41.948711577674985,good,cotton,9.341190297892153,flowering,15.74
+30.41554945413188,55.32149572086921,6.50439102476819,8.454487547607965,low,silty,7.19978538557254,39.21087324106253,good,maize,3.869585593984952,seedling,10.52
+16.0083463034613,62.33520789972536,10.363510225495496,7.6803359395380175,high,silty,5.69672862736488,47.41942496686897,good,maize,11.024005901298608,vegetative,16.82
+23.154256353206332,55.94926973001205,6.319036002284387,8.70620494551295,low,peaty,38.19170435496104,25.06489233583578,good,rice,4.21397950091457,flowering,14.22
+26.713924864778367,59.455641583034335,2.155664635825409,5.565544944928502,low,loamy,30.552263151227564,40.17340506673384,poor,rice,11.553676474492104,seedling,15.7
+18.698958352735147,43.88710050306341,10.925191834065046,6.621841531164314,moderate,clay,10.358774050737791,48.75374127062423,good,rice,4.872077768401359,vegetative,10.2
+39.61636193977099,32.71720752181045,12.449270376475784,8.691146262063816,moderate,sandy,20.57942646302852,23.45236110297745,good,wheat,3.2518603824434225,vegetative,10.49
+20.227434114740355,23.78799818614716,11.06768988578112,3.090880541590438,moderate,loamy,11.77450440013174,21.600169752567844,moderate,soybean,7.710678720575631,fruiting,9.49
+18.25882825108164,35.678297799333414,3.82216268247181,4.996186122306016,moderate,clay,5.359989050225428,40.76203146819039,poor,cotton,7.953484794631851,vegetative,12.2
+20.08837184717241,66.55549132046264,14.371207695425388,6.585870132814483,high,sandy,18.709259546559476,27.820856091273093,poor,maize,8.283832907368332,vegetative,13.12
+34.226528328993105,82.88923582425059,0.8661911445217608,9.236316316222911,moderate,sandy,27.693465772892974,25.94607057706234,good,wheat,4.71444843667317,fruiting,13.68
+25.63764148179607,33.539807795431564,5.323936811946788,1.142524099415125,moderate,peaty,38.39450877014166,31.824500562160264,moderate,cotton,5.713012087980424,flowering,6.03
+29.13539849381345,28.684428621811875,4.271340300755985,2.9131584235590475,high,silty,31.94421516380608,47.42122956054116,moderate,maize,11.916241995193625,fruiting,13.34
+15.525228924659018,79.94322884394002,1.197830300415339,3.1100545698516138,low,silty,13.054836904910168,13.35400724835159,good,cotton,5.993633339178039,flowering,9.14
+15.860782714332863,44.41266644298317,6.383080548335693,3.939514122356148,high,peaty,16.767416061084106,28.627434555173966,moderate,cotton,3.019881897835475,vegetative,5.24
+26.14563874567541,96.1199551381882,9.535165182360233,3.53607958378611,moderate,loamy,23.22031792325735,14.405641001289291,poor,maize,6.262393213555422,seedling,8.23
+35.41638108004059,77.14543764882984,13.297016520533967,6.311249070060148,high,clay,11.694552028031175,45.34344238831597,poor,cotton,3.905554434865817,fruiting,8.87
+37.130971967689135,46.14048377944247,14.850500884776316,8.970582378292708,low,silty,34.15310383359546,15.468049651244328,good,rice,3.486259234241709,fruiting,12.91
+17.167664189891006,43.1634198234964,12.217299002863772,6.732800569651505,high,peaty,10.878771949571158,13.58813548155485,moderate,rice,5.824652518704639,seedling,9.71
+28.45907755252557,61.895870901704725,7.29586752133596,3.1737390305892323,moderate,silty,15.149056573233388,48.55017586381987,poor,cotton,5.438620324896418,vegetative,7.24
+37.83074215698176,26.33157346225676,10.993714176521944,8.77377565063076,moderate,silty,25.21602330750528,32.53371366169776,moderate,wheat,3.167302957496518,fruiting,11.46
+24.69931885994716,29.41412101162392,12.73254493454979,6.68841210232762,moderate,silty,9.312841101339265,43.0357172394194,poor,soybean,2.1688099068811013,flowering,9.18
+35.73914578570921,34.0686305052954,7.246954348070879,2.9706591248911143,high,loamy,26.8615229497918,28.81027131389084,moderate,maize,8.330273933733004,fruiting,9.49
+18.342391359985903,81.97788746436481,11.88328929336975,4.2549988344985294,moderate,peaty,38.047882076470415,27.42567402220174,poor,wheat,4.3953276106167785,fruiting,8.1
+38.38486224169497,61.1085887415298,7.498460065536713,8.109683260658043,moderate,silty,29.20375546352356,46.46439038677178,good,soybean,10.565394876417312,fruiting,18.39
+33.785582938282566,20.84536982195544,6.104191867712479,7.650380633384028,high,silty,33.447460708797934,49.59490278997134,poor,maize,5.093655741091489,fruiting,11.79
+38.53335981967254,73.88132219776872,8.128317147864538,6.189241325550783,moderate,peaty,20.347303702449747,34.74127523840416,good,soybean,7.450356886162377,vegetative,13.07
+31.91543083881266,53.89521429283977,10.2998936955936,2.3029075246650565,moderate,sandy,17.786103742440996,46.72753362807872,moderate,maize,4.213750746351309,seedling,5.59
+24.085098299985678,60.86818919710383,11.039789816619662,8.229603675830537,high,loamy,16.50109417361572,44.50874437402231,good,rice,3.848316099621173,fruiting,11.2
+38.45452931311806,37.12929947303485,5.672675898935564,3.767882756974733,low,loamy,28.11628113204133,31.76039553849246,moderate,wheat,11.447823364517506,flowering,15.66
+21.88916940772946,64.1425782715283,8.784143647562505,7.944381450992462,high,clay,23.148748775311603,47.64414778057579,poor,soybean,8.775797135917063,seedling,13.81
+23.304313051543318,98.33225918011908,13.693127674166483,6.828097291860329,moderate,clay,21.53117964428392,18.40224648851452,moderate,rice,11.496221351594391,flowering,18.19
+32.52021045004351,25.875575280460914,14.656537051604277,3.377532534791664,moderate,sandy,8.526113230831367,45.39380264392899,poor,wheat,4.000821369373558,flowering,6.76
+34.132907488134656,42.71339197315445,3.79509732216734,2.91132305319391,low,clay,28.568060392056363,22.374256438614864,poor,cotton,9.487988132659684,flowering,12.43
+38.235087096228845,39.43980742886638,3.2960519028434514,2.178189309319469,high,silty,30.38840215285961,11.220622137948094,poor,wheat,4.235413544309736,fruiting,4.9
+20.12006022640524,39.88394486009437,10.311941684715404,3.177516129293042,high,silty,11.866940171371931,41.48350222544801,moderate,wheat,9.491758903134446,fruiting,11.22
+34.9499508804806,50.29650860523019,6.512916344439936,2.42046120204226,moderate,clay,31.589688049532924,47.20070069010233,good,rice,10.30590044376093,flowering,12.05
+33.46365133492409,85.4487827795334,0.851223907062987,6.553461230089762,moderate,loamy,35.778791413263846,18.671299468141275,good,rice,4.135032080841438,flowering,11.07
+16.594863906339945,93.028695197151,5.52949712438562,6.389048070795282,low,sandy,11.111831881258134,31.36342349550417,good,soybean,5.667662108564165,flowering,12.74
+24.680578530255172,36.17720699671786,12.197798780347656,6.275548541195175,high,silty,20.821458840686244,39.973867850256326,good,soybean,8.054906823397872,vegetative,12.82
+22.069136426502464,63.43599503584902,12.062690490556149,6.777008283023545,moderate,sandy,35.66648139116777,23.264943520545145,poor,cotton,11.105436212730536,seedling,15.5
+22.61226060885076,70.95191777323842,7.672934657840437,8.333060805681097,low,clay,22.05543146155092,15.87673413231264,good,rice,2.273534404974789,fruiting,10.99
+39.57367198886752,61.7461979491076,7.352380055869262,9.22197440394823,high,peaty,33.533879698067224,25.6898438686925,good,rice,7.581911010662381,vegetative,15.21
+31.0694353369982,54.72611153575357,8.902857915298473,3.0733798411158597,high,sandy,12.551351490315977,28.262802721048335,good,wheat,3.372480924071696,vegetative,4.68
+32.94190394483749,35.35804046873903,3.681252303171852,6.289970411520331,low,sandy,7.237593445243514,39.68883716404544,good,wheat,6.245599054733816,vegetative,12.42
+39.41544093287523,59.05754873593908,8.127632560918855,1.705025991225443,high,clay,7.081339701766022,17.947354508658997,poor,cotton,7.340296663167131,fruiting,7.52
+24.430044561440965,52.09718621690631,0.6601722208214016,2.081281945200356,high,clay,39.03247318478265,42.60448775937304,good,wheat,9.893757258131265,vegetative,10.27
+35.04600421132015,83.64506900018156,7.395613544355439,6.889053816652514,high,silty,10.76512345146702,30.087164389327427,moderate,wheat,11.981141652345968,fruiting,17.38
+25.863274082612385,81.08834873303962,5.372740170633592,5.379225055214057,low,peaty,35.27119171146158,46.155620648401566,poor,soybean,7.599118219505539,seedling,11.52
+36.738341795374495,30.71989449645365,10.285609285603064,7.824988781509904,moderate,peaty,16.050500876455214,32.63143728854673,poor,cotton,6.3070004280383865,vegetative,13.39
+19.51643853278258,27.081524205045405,9.7561269702131,4.831097328915142,high,sandy,6.403099284769432,27.874183267222328,moderate,soybean,7.076291756741076,fruiting,10.26
+38.69215442660699,92.65231545820023,6.022120262650731,2.1483856614964427,low,peaty,13.434204905489985,21.471745846728773,poor,cotton,8.01764092985175,flowering,10.37
+20.469292710271997,62.840671117159815,0.6054582314395778,8.848482884477429,moderate,clay,22.692237619277478,14.249696125845771,poor,soybean,2.8421936418668983,seedling,9.08
+23.155512674523287,88.62407498260725,4.157967626226927,1.7459962403079006,moderate,clay,8.737013957547205,24.868132215362657,good,soybean,2.719124955823012,flowering,3.6
+33.90480585266951,24.65208964531209,9.683543827742852,2.7006817828184384,moderate,clay,37.275717341284405,26.54493018197307,good,cotton,5.43883365448447,vegetative,6.93
+24.84387853913517,62.12124932173042,1.5494134737538157,3.492791793656659,moderate,sandy,36.49597646122891,32.73147752697756,poor,wheat,2.5923983243361097,vegetative,5.42
+30.205284419161167,63.15412116609891,2.0608151165852258,9.95752546358884,high,loamy,10.22016159834684,44.39404647612093,poor,maize,6.952605318464664,fruiting,15.87
+26.11433752673571,88.856162603372,9.882007856222764,4.751738381583855,moderate,clay,30.798793029321285,28.55259982442659,poor,rice,4.579186953880926,flowering,9.63
+33.55924842724455,27.8087998583766,11.45862731376474,5.515376774303034,moderate,peaty,21.12479105848331,22.57138098852605,poor,cotton,2.525765595801003,fruiting,7.16
+20.708281309215277,39.23564509407274,5.162470766184326,7.927270758764816,moderate,peaty,39.37444885283224,44.93034448412852,moderate,maize,2.512063844177002,vegetative,9.45
+16.461449680921923,52.52306511096105,7.600259449990147,6.727740268049323,moderate,clay,6.939150186730606,39.35672152311908,moderate,soybean,6.097205483507072,vegetative,12.29
+22.498234936826652,89.26731803359537,14.21281479226305,8.572786227472001,low,loamy,21.486210799259727,22.281186423207338,poor,wheat,5.311118386555503,fruiting,14.33
+26.85771662171076,95.11066520564536,14.210381651551558,5.377901127291044,high,sandy,14.99155720293868,16.67782794472766,good,soybean,10.144453648117713,vegetative,13.61
+19.200501304816964,99.41796956749025,4.958790229719736,9.749599187438998,moderate,clay,30.42324332809874,21.64109621038885,good,cotton,3.307000604259808,vegetative,11.93
+23.86993224140972,96.73547891668171,12.244824187747808,8.171311254276771,moderate,sandy,8.88969899624712,14.945504649948049,good,maize,2.273769237799902,seedling,7.84
+24.99957545733921,20.475340467548357,9.112188765699452,4.612288494819387,high,loamy,26.9838040298966,46.13665350187599,good,soybean,2.6027741412890366,flowering,6.26
+16.434796092206838,23.81666731630976,14.64452515358051,4.431446406507232,low,clay,38.18207720669545,34.46907484593368,poor,wheat,5.320767160228622,seedling,8.74
+29.58268120460512,31.80854553260709,7.425396760810899,9.36542072839796,moderate,clay,20.885814914683685,44.5405018365085,good,cotton,8.063958995016943,vegetative,16.0
+37.10858569928219,47.90896774162185,11.733249586225645,7.159740722332455,low,clay,20.898072989866925,42.81443488046459,poor,cotton,7.001625992151252,seedling,12.47
+18.79357282382631,86.3934424789567,11.63798837941563,6.592902710730748,moderate,silty,22.34958088076821,16.129423252077764,poor,soybean,7.699990739026768,fruiting,13.32
+29.94520033503785,91.41249562683844,7.712776580679604,7.820475736904298,low,clay,19.549787639235607,27.720050607436768,poor,wheat,8.268388632934116,flowering,17.31
+31.61848012277116,34.94675250356664,12.036636657310964,6.047504453005403,high,clay,20.661657772275973,48.88253575381522,poor,cotton,5.094699643673723,vegetative,9.48
+25.48336701048221,69.57313212957669,4.2850848329514495,2.4325009577715404,moderate,loamy,21.21335376146455,19.351772091224923,moderate,cotton,11.088665906398552,flowering,12.37
+32.52743968410675,93.38895880522212,2.2726690262083187,3.87293915870588,moderate,loamy,39.93230729531481,12.009555992218424,poor,soybean,2.089255770169264,flowering,5.81
+25.2682885872753,57.098538874505664,6.664874297502085,6.021503773380728,moderate,silty,9.075260636303817,23.840405907156995,poor,maize,3.791804971758197,vegetative,9.1
+27.615932199435875,28.28348575622272,14.182644521186978,1.1635103883445026,low,clay,14.986249444437185,30.43783226977361,poor,rice,8.460979123504263,fruiting,9.41
+15.183826113860675,56.62509200677,7.760796818936667,4.93615634466905,high,peaty,12.37755658181664,12.235097889838716,good,wheat,11.729809267039762,seedling,14.23
+32.29300285336722,50.06359218304458,9.711257510380442,7.80222591348343,low,sandy,24.0465800155734,27.06695095913881,good,cotton,3.523066082225759,flowering,12.6
+31.53356697361811,66.21263968528055,9.550355610664193,2.478106040646451,moderate,clay,5.098312738446565,20.136506653276047,poor,cotton,9.07142774107056,flowering,10.91
+15.960021933158616,55.09269475256829,2.422306575408191,1.5810305514121514,low,silty,37.23845232292048,18.484718238041395,poor,cotton,4.460632457331666,fruiting,5.68
+24.20625268487833,21.387674148297435,6.159304794469549,8.524262266549286,high,peaty,23.58923152091892,20.55628531882376,good,maize,4.008317829069024,vegetative,10.54
+39.47579601979169,99.5198186730937,10.750615107367183,6.555464816170257,moderate,loamy,36.36270213067907,14.215949874572168,poor,rice,5.048649079455617,fruiting,10.97
+25.51841406421542,63.48321901844567,14.593856429420532,2.589210752405176,low,sandy,17.07378251262591,13.06591420556658,good,soybean,3.697498683170984,fruiting,6.22
+27.54863512829604,57.89046043876876,2.9362572053068794,8.256744825248742,moderate,silty,10.247547275355345,33.833819242174215,poor,wheat,7.243795514819497,fruiting,14.86
+37.748253953992965,96.36938972032432,6.451407409917186,6.923165243384911,high,loamy,11.730239334065152,47.91322882167098,good,maize,11.477143349886092,fruiting,16.91
+32.93154689664391,32.468829406966165,1.878860097139576,4.007073426835944,moderate,clay,21.475633512992488,42.18960273915,good,cotton,11.228204486208432,fruiting,14.3
+29.55175327810559,35.13900820361986,4.014458664914212,4.385766447655653,moderate,silty,6.409411639980192,43.35594611218682,good,rice,7.347749382782324,vegetative,10.82
+34.94511703352681,84.64117992502268,5.963010478229179,2.402993468683435,moderate,clay,32.363143762734055,39.403264054070505,poor,rice,9.39859364059841,vegetative,11.22
+36.60915666139933,40.8664864020007,8.33932709530908,8.517300347878663,low,silty,32.672280476210936,48.239312196706656,moderate,rice,3.980234620558869,fruiting,13.15
+26.42220179343167,83.93816850332215,3.843219792466674,5.581059864793678,low,silty,29.56842599726385,48.02201918882278,moderate,soybean,7.562991983553882,fruiting,13.2
+26.877709123295887,41.7226786326802,3.799658587090943,6.013171689792945,moderate,clay,36.3718935457971,41.13212446565671,good,wheat,9.762930042490186,seedling,13.69
+24.65127339129589,22.65501041800012,11.778534697532956,8.951427236779729,high,silty,24.23170409677981,38.63785034319233,poor,cotton,5.225019960987208,fruiting,13.41
+39.16765350046151,61.36117791093728,14.458304112729778,1.1424755480778452,high,loamy,21.776181763571078,22.211180661443866,good,maize,4.0917978700762525,seedling,3.6
+32.42915635725876,35.73491473014891,5.192388032396115,1.6023075627096284,high,loamy,23.521151693062237,13.64665570209735,moderate,maize,4.907137483850338,seedling,4.92
+17.080576655201806,80.62770343459769,10.475884270217362,2.4542108367383357,low,sandy,11.368378485283884,13.714718960349956,good,maize,4.764726194636315,flowering,7.41
+36.57399058282546,71.29597065857185,4.242166689689851,1.27034031779331,high,sandy,22.930194149981617,39.45044304042618,good,maize,4.70967342022654,fruiting,4.41
+27.013998520906704,93.88821343823342,13.955307697001665,6.923405409619596,moderate,silty,23.96149568810407,11.134954431269271,good,cotton,2.643960747707042,vegetative,8.4
+16.718847660562187,82.63906858125887,10.257084222398277,6.704915213694886,moderate,loamy,31.76064487389912,42.65636995873927,moderate,wheat,6.987593967575778,vegetative,12.75
+28.742931379082776,34.46207638725815,12.138814392244765,2.8972171263608706,moderate,clay,17.177180970788797,24.659057968588648,good,cotton,3.601153794558028,flowering,5.7
+25.429106974392557,84.0126589331837,1.2156336263878895,2.3446580039802525,low,silty,8.227948013560706,17.683221560692132,good,maize,10.989226980155877,fruiting,13.55
+36.94373512156562,71.33896358512186,9.178336539489058,2.3111623124794605,low,clay,25.91118768578073,26.30354018748866,good,wheat,10.012143813573932,vegetative,12.19
+20.099865090234683,73.51613134085,8.150378804696544,9.57917271986778,moderate,peaty,32.578540057918346,38.13088909838653,good,soybean,11.104290796571892,fruiting,20.48
+35.661615237304574,86.5810308776119,4.748455150217215,7.241540757622674,low,sandy,38.93459000885361,21.00442455707967,moderate,wheat,10.726213609312106,fruiting,18.31
+28.94221727963632,65.90592553511522,4.305234783331112,6.268859456185713,moderate,silty,8.158909816604119,16.94473501148329,poor,soybean,5.566884133530962,seedling,9.71
+16.365257580336728,57.28028114824103,8.91035963359606,3.9023818462458486,moderate,silty,31.122290080025,39.51537108406578,good,cotton,9.73179072174725,vegetative,12.93
+39.29613253313711,70.93128282869824,10.744041707604763,4.897388781179107,high,clay,25.8544022143229,45.227252189737904,poor,soybean,6.983332341457203,vegetative,10.07
+27.81538110258,43.83659431666872,0.98100497701024,1.804652930792869,high,sandy,5.536801364489675,33.42179201585618,good,soybean,4.556142253102774,fruiting,4.45
+22.27192135578956,34.607770486967944,8.727322937893714,9.983366992495013,high,clay,30.138456168232903,30.95422324969212,good,wheat,5.612085865219584,vegetative,13.64
+26.73517104973145,69.32702704569971,2.9716631697261158,7.795769172144713,high,clay,5.917043885507049,40.19501802710677,good,cotton,7.718247088617226,fruiting,14.32
+36.44644458793722,38.707869526838216,2.535259605098458,6.593078411454051,high,sandy,32.48396559031988,39.305861224573846,good,wheat,10.454495430318584,fruiting,15.54
+22.622578109626588,26.393208747728536,9.535232577372923,6.28990475705094,moderate,peaty,30.2462767290594,10.251136101858233,poor,rice,2.121813180333751,fruiting,7.49
+19.816909912167507,20.044334766820317,5.007616699653359,5.538829348298552,high,loamy,29.07720314339428,21.273779946254045,poor,soybean,6.409579921607193,seedling,9.3
+18.22678117327204,68.66555211200537,6.892763380455528,3.3168468490722627,moderate,loamy,9.199865920771806,47.28051965106415,good,wheat,2.0564143763162184,fruiting,4.29
+22.44648495975528,48.97190267841894,5.719982736876707,3.037513631137603,high,peaty,37.16615350283917,48.40808668147661,good,cotton,4.874864411099741,fruiting,6.44
+34.50120217600109,80.18487765387647,9.900876642211594,5.94579211470302,low,sandy,36.46195807250771,30.411486279925683,poor,wheat,6.099771313959742,fruiting,12.35
+26.79065912988154,50.01411186504819,7.316736607963799,1.631807331021565,moderate,silty,36.50913465241896,32.403600607372425,poor,rice,6.657828351684735,seedling,6.87
+20.6870400923385,58.88027585905814,14.47015059955024,1.6702371898168211,high,sandy,17.6126836224626,10.026260858371598,moderate,soybean,9.4049155298968,seedling,9.25
+19.15462499024373,52.56679782523079,5.609550007043747,6.047322428443151,moderate,clay,22.22605382365648,36.8936006343285,good,rice,9.322040228352346,fruiting,14.79
+23.31823691275948,72.04598328874769,11.23412293381111,9.278308433892152,low,sandy,9.02133677326292,18.49743390068549,poor,rice,5.120021201026129,fruiting,14.92
+38.49810932214272,48.49113296119746,4.230742229954146,9.228446660168691,moderate,loamy,6.788337517852998,15.116475476972532,moderate,soybean,5.668043384455734,fruiting,14.66
+23.57566781475061,97.10141199538472,7.87691984307913,1.097454705947131,moderate,silty,7.057211430608634,22.187365197501325,poor,rice,4.59315111423544,fruiting,4.25
+39.70310189886588,94.8917589278824,8.512261402578376,1.966547940827048,high,peaty,24.90693634127492,36.595687562101546,moderate,soybean,5.914556753227142,vegetative,6.34
+27.130761394133906,87.8422322125825,5.272084575409616,6.247699243828255,moderate,sandy,16.249110388874733,27.45333484718796,good,soybean,5.392028285116574,flowering,11.63
+19.47909795725377,93.62402164581984,7.340817669233122,8.636281496255478,low,silty,25.28444660293203,23.962331487279503,good,maize,8.647279303385547,vegetative,16.85
+37.278502294837736,55.93117507675128,4.549540249528136,9.59004177991146,high,silty,25.743252335238378,39.07230823767538,poor,cotton,3.301836825294178,seedling,9.49
+26.508884328370677,62.91443174315937,0.5870113342727389,8.745240034412014,high,loamy,36.74718298644649,42.54880359286436,poor,wheat,2.287555527764382,flowering,10.93
+32.741783587613114,79.36740740465956,3.626900373749242,7.098518217668103,moderate,clay,35.87991368179402,44.76809872261847,poor,wheat,2.197244726325545,flowering,10.07
+39.5927895802288,75.69167399508329,10.650930501151407,2.804725698303122,high,silty,30.15042175858836,27.790112642028475,moderate,cotton,11.652409688117418,seedling,12.6
+16.25438375799935,91.25428764843768,11.678963855037969,1.6535932658106611,moderate,silty,33.647617507147984,38.71311687413528,poor,rice,4.462148203966894,flowering,5.61
+17.41736399468918,77.30648218053562,4.56294157351434,1.4276420441708024,moderate,sandy,5.110587389331135,45.408536122214215,poor,cotton,9.321718445864349,seedling,9.96
+33.011418536568904,99.83077665827685,6.416623482862043,6.508691061628703,high,peaty,5.543729778184536,46.356255960794016,good,soybean,9.195923840645492,vegetative,13.98
+22.0456250823868,47.88046398652728,1.0418020720098609,1.3256974361382197,high,sandy,21.050555927127817,29.684855413650705,good,soybean,10.36215058756557,seedling,10.03
+19.607534923752475,86.63981937915344,3.937412065916369,7.653159608189956,moderate,loamy,27.879279902716917,24.21306250931766,poor,wheat,5.880172622097831,fruiting,13.42
+15.984046995493236,75.81078582661314,11.798679608898338,7.412236636158722,low,silty,32.7929472436369,46.00744285032445,moderate,maize,8.480487750173694,seedling,14.4
+15.546167799655043,75.31091561720149,9.28680091884333,1.7164974229901102,low,clay,20.654344306448063,20.4572187305936,good,rice,5.6284859778828,seedling,6.7
+34.36214007799477,46.06684758759991,3.483672568338385,9.159601285331153,high,silty,37.9058561672882,41.87389767508885,moderate,cotton,4.344758155468808,seedling,10.22
+18.36083568423875,82.84814339384181,4.232908929275267,5.697363597627721,high,clay,33.52448414967395,46.34619606563077,poor,soybean,11.86341426818263,fruiting,16.15
+26.69301539927877,92.03008178780792,12.343629333348623,9.139947106039584,moderate,clay,8.59644702155094,39.588751986589,good,soybean,11.031875184951558,flowering,20.91
+30.147420379487077,37.48387692164504,3.531720942701062,9.1144905056949,moderate,clay,20.406241568952893,37.1944065367709,poor,maize,6.642450692512117,fruiting,16.0
+25.70879501422116,70.03974696933633,5.345287024783403,2.7733065749840646,moderate,peaty,39.8207378773902,12.027086391603476,good,soybean,8.079166067217256,vegetative,10.25
+15.677666308405827,51.37078632822202,10.133201028992342,4.425198651426563,high,sandy,19.34796455236476,18.138919588036003,good,cotton,11.694428628608753,seedling,13.8
+34.587537564697726,99.16384954359016,8.63612959276714,2.2116370015343465,moderate,loamy,18.51944279651308,36.66278499200392,poor,wheat,5.426610912324806,seedling,6.68
+15.262830613541338,58.306625266534525,7.182617975890307,7.974802091226887,moderate,peaty,15.29281250896408,41.40782353215259,poor,wheat,10.406439627863207,flowering,18.75
+34.0472473594371,38.265613903755415,13.546245819206291,5.537124239840763,moderate,peaty,22.027115085970507,12.535638935480373,moderate,rice,5.9629674752004265,flowering,10.85
+37.332612344703065,50.54861001774661,3.685801709368249,9.359268178554837,low,clay,30.544999008019012,10.762378148694824,moderate,cotton,10.729588012579264,seedling,17.88
+25.820998026429308,72.3070711853301,11.250588417513498,2.873936933886496,moderate,peaty,6.661517022314161,22.460502955571137,good,soybean,6.866811844780243,seedling,8.76
+28.38856182744496,26.087149707966105,2.8064256889636585,7.195308953673035,moderate,loamy,34.25011669286084,35.798203003722904,moderate,soybean,7.326888856522273,seedling,12.51
+26.924584815441342,68.28815361769901,9.428140585491104,9.90313144995438,moderate,loamy,37.11528633917123,30.48170572082612,good,cotton,9.562463004041618,flowering,19.88
+24.73021546558597,94.49798073431184,13.124041669464042,6.988431356388922,high,silty,32.33823948570248,10.334372628254478,good,wheat,10.813427871557018,fruiting,16.7
+37.18561338425901,88.02902301262803,7.139575889432999,1.6189653954764138,moderate,peaty,37.04722075259905,16.064486738665874,poor,soybean,4.651536255556628,vegetative,5.18
+37.348337766749765,25.41388293263867,11.00227035427427,6.295819147256715,low,silty,8.321656723047395,40.08803419203509,poor,soybean,9.521315173988562,seedling,14.35
+23.395409116038365,99.47119029912544,12.395703618485328,2.6185847471311305,moderate,loamy,20.753766568818392,21.906468202837072,good,cotton,11.490054044402306,seedling,12.87
+30.37674385036745,75.89815389631033,2.47238316072524,1.2745249967738386,low,peaty,7.486485977260678,14.687548327288912,good,rice,2.2251212934231583,seedling,3.04
+38.17268905364661,32.982465945121895,10.734489981590595,4.014646275746928,low,clay,34.289258575247295,12.03453703525307,good,cotton,3.5679451168761904,fruiting,7.79
+39.05146247353379,20.99328713355388,13.837694847835806,3.394936747486592,moderate,clay,38.3391366378934,44.017688839196566,good,soybean,5.544973151765374,seedling,7.32
+27.72397601055119,33.702610903372104,8.85737384290539,8.098938089341786,high,peaty,15.421292372339504,28.8666398542774,good,cotton,9.863644083148184,flowering,17.29
+26.320620132108168,87.05407365485908,3.1987725456669622,4.363124869702904,high,silty,23.738812601381643,30.14714585676405,good,cotton,7.8520059092484225,seedling,10.0
+21.967357898213145,21.731145995613097,2.340666708039673,7.596629023466768,high,silty,15.418642121105496,12.45365016450474,poor,rice,11.220256554363043,vegetative,17.27
+38.97179682976025,38.65178428944692,4.266162291767845,1.146150927543983,moderate,clay,18.260538042367124,29.543197007070525,good,wheat,6.62938868524616,vegetative,6.32
+18.570357611821684,80.58444762679002,2.000942400741897,1.1333092009005197,high,silty,21.67951684606937,35.830926182933894,good,cotton,7.004250303331391,vegetative,6.34
+29.495739401193127,66.88884287185081,7.944214037983188,1.263821117928014,high,clay,32.67808722746431,14.91194586251095,good,cotton,7.602294567706498,fruiting,7.34
+22.06375668796597,82.61885682881535,1.510717899247651,2.974225976043224,moderate,sandy,10.144911951041276,46.10062848480614,moderate,rice,11.069824401454907,fruiting,12.96
+21.975207258694915,79.69204030614304,3.739367057225284,4.365890065257055,moderate,clay,10.496900609633132,41.333918925418686,poor,soybean,2.594533280419709,fruiting,6.59
+25.124214684404716,24.04811096974438,6.878701436727108,6.4706122280516905,low,sandy,12.06517231019618,42.07540333027306,good,maize,7.108414108453285,vegetative,13.38
+39.96982339539136,91.40091352753213,7.371763880829311,9.873224972442756,moderate,peaty,6.86032569000784,31.461323084544908,poor,maize,5.764193308190952,fruiting,15.61
+16.37415767099555,38.1625467425815,8.698278034630984,4.189686103128993,high,sandy,27.521272272478765,23.35687523913984,good,soybean,5.061948344303143,seedling,6.93
+29.463545455088287,64.2713952183811,10.731416959885536,1.500930160814496,moderate,loamy,11.645250039912892,35.6180888904304,good,soybean,9.162301777772168,seedling,9.43
+17.06430395088193,71.5430525222223,1.184815275149279,2.754101454992638,low,silty,20.313829642165643,19.014805921484047,moderate,soybean,5.379045273897096,fruiting,8.0
+18.86302074976297,33.49025687080763,1.669003806548857,9.08066650433376,moderate,sandy,28.995661647558904,15.475388681231284,good,wheat,2.245445099074094,flowering,11.58
+25.989073544322466,98.09850053607796,1.3824577011693209,7.29441271132938,moderate,loamy,20.713132876174814,31.533224731330527,moderate,wheat,4.139833144629328,flowering,11.78
+27.761503283661032,59.05247648698472,6.6356795742412,8.111807416347038,high,loamy,36.7105983209419,29.14504752622709,good,rice,4.915962309680877,vegetative,11.17
+21.4698102091131,24.611415647791475,1.1067952008025477,2.1175138510551337,low,silty,31.92088528146494,16.01129582406831,good,soybean,3.812795616969207,seedling,5.25
+22.911428271860405,94.98096358222725,11.31817836905423,2.2148828983675712,moderate,clay,14.555776484480688,31.21615491180695,poor,cotton,9.636567898278091,fruiting,10.51
+17.174175506398328,66.90142745546144,3.7335026250579286,2.010214067904064,moderate,loamy,9.564344966111673,31.858730836700985,poor,soybean,8.05767855220207,seedling,8.58
+22.580494596106263,75.93545583851011,14.1185811527044,8.714522478785725,high,sandy,36.3053229296806,44.86059101812568,moderate,soybean,8.910280950513672,seedling,14.31
+39.1639609845136,62.01406319473793,7.552854448908116,2.88970847824244,moderate,silty,18.89176833090658,40.3684022523198,poor,cotton,7.41467135947244,fruiting,9.35
+38.61768454181204,86.7790363821574,6.971723410411924,6.788365708417495,high,sandy,18.387913944534223,18.70262657832418,good,rice,8.823620774045239,flowering,14.88
+23.371957253424625,22.65067697545687,11.817811043272751,5.6454972956493314,low,clay,33.35014265138676,42.71728087509634,poor,soybean,9.152630877285592,flowering,15.87
+29.27134840696904,41.47026922217182,10.84073276644837,5.899509206864683,low,silty,5.327417622148981,48.76056648060177,poor,cotton,9.595728667494194,flowering,16.38
+37.73988477777361,57.571868512215374,9.305981093748072,2.7589182255214144,moderate,loamy,20.78892998778823,38.66478050534855,moderate,maize,9.776859450180224,seedling,11.43
+15.154595566022415,26.128289305096803,14.059627240630364,6.717214841085906,moderate,sandy,30.00120231298467,41.48012631092365,good,maize,4.746321500607488,seedling,9.13
+35.2670892584398,76.47253354613267,6.622759284312616,1.387904810124981,moderate,sandy,34.70402622892426,20.657192520867863,poor,cotton,4.410219819646704,flowering,5.0
+38.70923881972297,51.49307312445126,12.223709298698154,9.941250486318658,low,loamy,35.98230988751925,49.6761019677742,good,soybean,9.227877036958606,vegetative,18.76
+17.283143358338926,41.81343922145152,6.011347713314369,1.2408301584345611,moderate,loamy,21.298805909508484,17.05578169873141,poor,wheat,11.827651065196104,flowering,11.9
+19.036192150823027,20.270307744672984,12.65601227729352,1.4514088664427596,moderate,clay,34.66976449458653,40.03440295733501,good,wheat,9.247796044624144,seedling,9.5
+39.01865756928389,77.5864249399963,4.262382120006545,3.921826779025132,moderate,clay,6.251661623862228,25.808771892301028,poor,soybean,7.06005913580424,seedling,9.36
+28.438503591008654,86.70474470982894,4.694372556122471,8.484628201925844,low,loamy,15.6898944397299,24.27476268284058,moderate,cotton,5.051903149146591,seedling,11.69
+15.354915861793092,51.60324285451988,10.329108243253083,3.3147029059906865,high,silty,5.367440588348412,21.40636918502612,moderate,rice,3.321358107235441,flowering,5.07
+21.44079996908823,65.13743816266924,3.5843427768010474,5.247415124121954,moderate,loamy,10.793388067782583,27.642431875400813,moderate,wheat,7.821577560811876,seedling,11.07
+26.24859185672149,38.21493007436787,3.8227357118687175,1.1617959805857363,moderate,loamy,30.365594503542688,41.63498412337074,moderate,maize,2.8291646639585504,flowering,3.59
+32.32272277561919,69.77581170241065,4.926305220752513,1.709913848352798,moderate,peaty,5.154845584183673,47.63890320251652,moderate,rice,11.267152991697053,seedling,11.54
+33.329009453419985,20.97099666521604,10.34446716007545,6.471694436866364,moderate,silty,23.306942326528244,26.64952973849887,good,maize,2.6424416455376205,fruiting,9.06
+39.8855378231364,59.09151176790068,13.396127340136864,2.749226225044857,moderate,silty,19.48951528600116,36.06686563941757,good,soybean,3.3434142836702554,vegetative,5.08
+22.187779984593973,71.53643854725539,10.281230941341306,7.248291067175728,moderate,clay,9.300477672676468,41.52896572131032,good,rice,9.592589982438728,flowering,17.47
+28.45550254671188,93.45534185837872,12.503306542989815,8.068520575154594,high,clay,28.9971999359448,13.98944674667502,moderate,soybean,10.88604464588718,vegetative,17.19
+28.33308869649013,50.50686536978274,8.381628550569811,8.653007795250549,high,clay,29.25933526966272,48.42174666513594,poor,wheat,3.821990865438674,seedling,9.15
+25.14113148618094,81.21521623848238,1.4993867095046065,2.204194041993904,low,sandy,30.42219895258476,18.46533859205892,good,soybean,2.5237569751630344,fruiting,4.59
+19.229047346060504,67.81496239548005,1.9567600668732597,5.099576941287324,low,silty,31.785764258494616,46.60317212766118,good,wheat,3.3547344382323665,seedling,7.4
+39.43641407959606,94.16096903400644,8.538683686320274,9.523733049134613,low,peaty,16.024717092620335,49.46411390916551,good,wheat,9.141773972429265,fruiting,19.14
+36.332929666664654,51.87021405275445,5.253114045310589,7.94875188199877,moderate,clay,39.79452511376834,14.016184255775336,good,cotton,10.89514437786987,fruiting,18.34
+27.45832570735593,45.52762718983904,3.698237067735669,2.0526434366153348,low,clay,7.553380885410001,45.70989093141437,poor,soybean,9.161942588054211,seedling,10.53
+30.081135567100745,90.9713598955315,7.260725445888002,5.522502205165549,high,clay,27.669337867236333,35.63637094798793,good,rice,5.661017800072565,fruiting,9.95
+20.68152633899156,23.93955211266313,10.164202743112371,9.301425236549548,moderate,clay,38.97712840666896,42.71706945349485,poor,rice,8.044078455526751,flowering,18.22
+28.59467675979367,30.910831434694146,6.082383242169947,4.960349249708672,moderate,clay,12.85086615401164,14.363906259843166,good,cotton,7.092106228990603,flowering,11.58
+32.3742533280369,26.59235476672356,12.136862728781454,8.53675847956872,moderate,sandy,14.734372494610414,43.37047924881038,poor,soybean,7.207672280961773,vegetative,14.83
+27.87917570966472,87.4487965261122,11.208587075285209,5.462593490697016,high,peaty,25.15921034117179,35.041372746865946,poor,cotton,10.256598907850506,fruiting,14.28
+39.75712926462353,20.848593869625557,11.156265791313718,1.9613050952117832,low,silty,32.344015891246,30.424748626007684,good,wheat,11.555475202580023,seedling,13.07
+30.283541406193155,88.93257243976385,14.785250500322134,2.330694334535566,moderate,peaty,16.5131444016621,32.40130720628002,poor,soybean,10.873438314686611,fruiting,11.83
+24.27434281480423,56.101423629701344,4.780834671888705,1.4200817752736177,moderate,loamy,34.2871307276956,39.77870727813408,moderate,rice,9.585194076771328,vegetative,9.7
+34.30380069039595,20.32202230831766,9.84852100194298,2.757832665180081,moderate,silty,13.436532522028484,21.905469161520315,good,wheat,6.578327458375942,seedling,7.75
+19.261562789541053,52.13161417696335,12.904435932324546,9.042526898833907,moderate,clay,35.60283398696377,47.73908968244456,good,cotton,4.380722134597151,seedling,10.95
+24.612895342656664,34.94406728360285,8.903104291751708,6.85178241348931,low,loamy,13.85335934473479,22.305462873645038,good,cotton,5.761752056265502,flowering,13.95
+23.673973759439647,69.95203899777304,11.947781553673192,7.649712413946199,moderate,loamy,26.61023044849486,45.08320591983862,good,cotton,10.64353986695794,fruiting,17.54
+25.79517737769443,74.34870319373172,6.509556694678728,6.59495312553995,high,loamy,17.522692459892298,10.48445974425304,good,soybean,2.076849481573613,flowering,8.0
+34.54449564821816,59.00220563239999,9.062124511994668,4.47885362924513,low,loamy,16.26391393232626,46.65920262921831,good,cotton,5.212589790156346,seedling,8.66
+27.104325804085185,23.2415620351736,1.30716269566276,2.9517501951640144,moderate,clay,17.389844929244408,44.06311278947808,poor,wheat,6.886915773836015,seedling,8.54
+34.850361256649066,72.49030434937615,14.793630284459796,9.330531256088475,low,loamy,22.47204950596532,14.96721691166417,poor,soybean,2.4009176095224487,seedling,9.61
+29.41222257849665,87.3631026884417,12.10026798100205,5.633468034022194,moderate,peaty,34.57670053148233,39.47691721261384,poor,soybean,3.045948993942444,fruiting,7.9
+23.55173586643888,77.62594218611213,13.097731538656015,5.329898930871454,high,clay,31.576138261078448,24.96460327965119,good,wheat,9.079759263646348,fruiting,13.21
+35.249468592086814,86.39663351642548,10.56726703307272,9.964936797341911,moderate,loamy,20.726931019134007,29.19113071235912,good,rice,11.43425693780654,vegetative,20.07
+20.95724176382729,36.040761884071,3.197725475726142,4.45536989549629,moderate,loamy,14.875610127335513,12.74372956873609,poor,soybean,8.7451992336063,vegetative,12.56
+20.609574494994888,91.1110351725186,0.9499124150614678,8.687127834030152,low,peaty,34.90053433403274,18.50295168257849,moderate,wheat,4.356447125550872,fruiting,13.6
+27.61257310137089,45.77547605183703,13.037520812172197,8.761096542851705,high,sandy,35.45647541522471,48.14584138332372,good,soybean,4.977425507343368,vegetative,12.15
+21.521231149052223,21.072385140159284,6.246794479173785,3.0940318932201603,moderate,sandy,20.878670521967877,26.71801948221359,good,rice,8.067665457114439,fruiting,10.76
+15.227175873780409,87.47133170632566,4.326040702578839,1.8535572311514588,low,peaty,29.35460504020654,11.041213875874496,poor,rice,11.858268977263814,flowering,14.03
+31.20743818247004,95.34570151717814,8.644257903164695,9.780581041442778,moderate,sandy,17.92422473672471,30.60312436814883,moderate,maize,8.531599598017513,seedling,15.44
+27.77734553680995,72.44465579338791,6.60302857589793,4.833071777220102,low,silty,10.218418818317916,49.78796534454264,poor,soybean,2.832494054037439,vegetative,7.17
+26.137945362329027,38.51493043707397,9.949156937469576,1.0199828980917596,high,silty,16.251901599636135,23.312825075563104,good,soybean,3.727453346294956,vegetative,3.07
+39.17421286545788,40.13955714260243,7.515001879290447,5.491160504460627,low,silty,28.87295115014423,15.648542515656963,good,wheat,9.130516721892032,fruiting,14.86
+29.27997959907284,57.32742987484956,10.609880536383924,6.5737032737270535,moderate,sandy,31.92933822385201,35.74213714918152,poor,wheat,9.431028444515473,vegetative,15.14
+36.585789444734615,91.82648636811356,12.874637407882572,7.984794227032308,moderate,silty,34.807938757436254,46.79297364862238,poor,maize,2.77130552818233,flowering,11.75
+18.486255905129006,31.967812491804672,3.335576658858941,9.486479064012748,moderate,silty,5.619944502693756,44.3659772466378,moderate,wheat,7.783862284845357,flowering,17.51
+29.23016157823569,86.07789356667895,5.276776768199559,9.236535660509167,moderate,sandy,22.024214522855605,36.27950066040755,poor,rice,10.20384511073521,flowering,19.97
+36.699490668272574,43.30422469641203,6.833826005274264,9.461222380493815,high,peaty,14.587273861159872,17.365898226006195,moderate,cotton,3.9107315999969607,vegetative,11.79
+29.57764393199745,84.68689355432784,14.449847496400752,1.289126334335255,moderate,clay,28.93858298888066,41.37439458556347,good,soybean,9.054747296051854,flowering,9.5
+32.95035445317504,93.62169580812308,5.797337396438537,7.4059672044742095,low,silty,13.586596740719632,42.92887818649923,poor,maize,6.118895376423117,flowering,14.99
+24.301089195305185,54.19950975954562,6.025947819093129,3.0327216652511795,low,sandy,24.81980723331768,43.98191121953417,good,soybean,8.559188197763415,seedling,10.64
+17.311237925926665,49.20405232844247,9.975351582913635,2.687974184850886,high,clay,29.918692836135254,26.157652300505973,poor,maize,7.598583658492624,vegetative,8.29
+26.447507378176788,84.17770551770414,6.5783957934042645,8.202867117393254,moderate,clay,31.95227218746139,26.354357792154552,poor,cotton,11.378092863384277,seedling,17.29
+24.86198477097144,62.35863059035152,14.292744311774277,4.754167202555919,moderate,loamy,14.431390158847694,16.2062842178114,good,maize,3.574887414043665,flowering,7.79
+36.676504559473685,74.75592387705576,13.469797026893936,9.249400682041022,high,clay,8.074125125587004,40.90747054956353,good,maize,4.12289985076025,flowering,13.05
+21.099882558811807,69.82633895689436,7.944427277747258,1.3819158171613597,low,silty,12.654967861910444,39.48904904349648,moderate,cotton,3.7737576945113376,seedling,4.85
+39.1683556883777,32.231107651583706,9.849240892243824,8.21962746538447,moderate,peaty,25.969599480829743,13.989988561698512,moderate,wheat,9.006301178890517,fruiting,16.6
+38.9534529951124,87.58322882316493,1.341443147312498,2.231509701543361,moderate,silty,6.41572149705694,10.805368838300405,good,rice,3.845779177438036,flowering,5.83
+21.190791076785967,35.6620089130509,10.588092656469772,2.58919481408486,moderate,loamy,10.56016771699746,48.06879704129535,good,maize,6.152298194314104,vegetative,8.18
+23.70129888693301,94.58257152566246,10.754412657760968,5.2961654397204905,low,clay,39.8416154676622,10.690736355108063,good,rice,10.858316484644002,vegetative,15.7
+37.38889352184712,40.045703313771824,5.708389786826517,4.560309467855196,high,loamy,18.381600281546437,35.143946369201025,good,maize,4.780869303896218,flowering,8.28
+39.16555552240269,78.71047786189935,3.685401812566454,5.375550755158039,moderate,silty,22.378419602625726,28.1456602803158,poor,cotton,3.496692979375298,fruiting,8.59
+26.0859775709011,42.772431479487366,13.768636826346745,9.460238698279497,low,silty,5.385250690821628,41.09653949993627,poor,rice,7.332296931746034,vegetative,16.66
+23.024926141022448,45.42283268694911,6.687221061674351,6.916500420072159,low,silty,25.71677270934708,13.509149513323203,good,soybean,8.55454003760143,vegetative,15.28
+28.152350331288552,44.800148222584426,9.978738519624804,3.612784436578005,low,peaty,16.38545395512717,37.29494380394269,poor,rice,6.962193721487211,flowering,10.94
+32.19423015914337,79.83138032208666,0.9832675271557114,2.556178410860605,high,silty,23.5567630316022,34.59770205404396,good,cotton,7.464689491934788,flowering,8.37
+21.836862884374497,64.54520943755145,6.503973915364126,4.780416476178402,moderate,silty,23.41414201965878,44.14376703084562,moderate,wheat,3.92814236962326,vegetative,7.85
+33.41182936547682,90.63619646779978,12.35025275970126,5.064769245409639,high,clay,38.86101072323336,30.74180536663969,moderate,wheat,4.947508054801455,fruiting,8.5
+16.291433927866027,44.58981753632359,6.119852005810368,6.411649689095646,high,peaty,14.388994948344353,39.13168326993132,poor,rice,8.591623214585464,flowering,14.32
+16.23236231911041,75.35940176453954,9.245836821984714,3.394024331857912,high,clay,24.96515221757094,27.503322496047243,moderate,cotton,10.066194712820147,seedling,11.44
+24.657192628638636,80.23588797304885,3.542909107025822,7.907583223871351,moderate,loamy,18.35434087480522,49.3591412025398,moderate,wheat,5.607654992078032,flowering,14.41
+23.83682980151801,32.11856904239666,6.539621908173614,1.8861422093144344,moderate,sandy,19.769993349088782,32.376442659544026,good,wheat,9.09376210405708,fruiting,10.57
+22.890830384178805,52.04714858558489,13.950746911771208,6.04408027240589,moderate,clay,6.944567190193082,40.14156688894342,good,wheat,3.976138606115078,fruiting,9.39
+27.27549406672275,58.62539954803289,8.71355037066504,6.6117848791970015,moderate,peaty,29.09585544468287,13.71740584102464,good,rice,4.97378855180889,fruiting,11.33
+23.01833955778928,48.45499119154994,13.578006156847506,2.861484229586308,moderate,clay,11.83498927765228,28.51023708058345,poor,wheat,2.0651603128605407,flowering,4.28
+19.806447961702297,45.76900767753105,13.579279842598378,8.434102154496589,low,sandy,21.39711186083992,12.577506992537009,poor,cotton,4.2011657657996855,seedling,10.86
+22.736738727215023,74.91359151981135,14.190143106154954,6.538889126869098,high,clay,20.19943720919168,14.868439103903818,good,cotton,9.618170073816971,fruiting,14.67
+39.37260682025588,37.269311812759085,13.483179071161526,6.811499931831756,low,sandy,21.384939075518343,30.2454152257229,good,soybean,2.8486532458365046,flowering,10.88
+25.277835424871213,76.75125962009031,0.5475763706493593,5.479691551870946,low,peaty,18.14410985867804,24.09219309452501,good,wheat,2.7796581581996453,vegetative,7.9
+26.117819421458396,94.80353571125843,14.043215927933154,9.186347954587044,moderate,clay,13.483489514727546,28.392920668564884,moderate,soybean,8.393434201747391,vegetative,16.22
+29.413624748778503,65.21580169422009,2.4931618667379576,7.24534823338862,low,peaty,20.704991852752784,29.845767506241124,good,soybean,7.002938862755752,fruiting,14.63
+39.58351921035566,68.91473893915793,1.078930641111683,4.436520084061863,low,peaty,6.617683373794632,16.39000814354208,good,wheat,9.745630211464183,vegetative,13.97
+21.04003191089408,25.514616169927127,1.3031337513817658,3.147452990056776,low,loamy,13.481289337976936,24.63325670401007,poor,soybean,5.909769562328113,flowering,9.32
+32.032052763310844,89.15815228942625,5.559284830058287,1.639555073411385,low,loamy,32.46969300444055,44.42390072588551,poor,wheat,7.620737739716272,vegetative,9.14
+32.8996173385431,42.835822975989245,9.501659236397508,2.488247534623236,moderate,clay,34.498713586221776,44.26443915199003,poor,maize,11.40794865777534,flowering,13.79
+30.183110419826647,69.20409324228518,6.333512349525464,9.934146568752938,moderate,clay,30.03582683558797,29.62467947121642,poor,cotton,10.695485563886264,vegetative,20.09
+17.2144584909161,98.3289735795842,0.8705371274160024,4.660902063924762,moderate,peaty,27.139741086284182,39.96584265850698,moderate,maize,8.015455460165107,fruiting,12.05
+31.92180689568941,67.64020804582462,7.408998195533363,9.08818504549666,moderate,loamy,33.39430157606372,40.14210858473024,moderate,rice,6.79511341676703,fruiting,15.83
+16.602367775904387,77.9767589971502,6.910895762920511,2.53512421196738,moderate,clay,9.474082360942989,11.76427041711004,moderate,rice,2.485751596321661,fruiting,4.23
+29.903566238747423,55.62556945790015,11.47431434977388,4.828247842067647,moderate,clay,23.38389483130589,34.43564827281199,moderate,soybean,7.274627261599001,vegetative,10.87
+33.48952943054357,24.82926748120459,4.554387027168856,9.644666203301036,low,clay,9.071047743576042,42.18106264198918,moderate,maize,6.686879637161078,vegetative,15.87
+20.27424726549876,83.80794795918308,3.654202020018324,1.8201902627736997,low,loamy,32.22531262881453,33.75884808264881,moderate,maize,11.300817836980116,seedling,12.54
+36.04055018856936,22.799907301118854,4.21111488631108,6.345858554312525,high,clay,23.219473489170262,31.66211183330245,poor,wheat,6.050228933118239,flowering,11.56
+15.758845138325109,76.05262631102832,4.904227428132796,9.27254710626672,moderate,peaty,33.35087098160243,31.248628470796795,good,soybean,8.216531925560865,flowering,17.82
+36.09532159145765,21.833725851970957,9.187890663823914,9.547150356588256,low,clay,32.96721987758518,30.317967334910247,poor,cotton,11.146822761661571,fruiting,21.52
+26.508226266069126,88.98441892613364,7.337119539055157,8.61406729400598,high,silty,21.31743318949292,41.13232711808895,poor,maize,3.945910271699423,fruiting,11.31
+20.43969849829111,32.61088286663845,5.38497119509634,8.703409891241344,moderate,sandy,22.390600317399876,35.697290936394495,poor,maize,5.757633103638059,flowering,14.54
+18.3444536248492,61.14171963540409,5.927555295113337,6.86964658705719,low,peaty,5.989362331880665,18.62011450851685,moderate,wheat,5.646368658470617,fruiting,12.87
+38.83267918955932,67.77205635865178,5.878393072305154,2.983807972854933,high,clay,23.32296516320136,27.33392944752733,poor,wheat,4.835414963338421,vegetative,5.88
+16.81663968952892,56.603632589872966,14.5998970732996,7.576106900364278,moderate,silty,28.711267162465237,31.14501001637845,poor,cotton,10.62498789662824,vegetative,17.47
+19.97733549839814,47.261079147910976,3.878456326767812,9.80546018012851,high,loamy,13.177949414479864,26.75803429153692,moderate,soybean,8.808741370801137,seedling,15.08
+23.69555868582615,57.42514369447774,12.36189262394775,5.733401632055298,low,peaty,39.528450967528094,19.503260335450825,moderate,wheat,11.751272665822205,vegetative,17.28
+30.505871224028013,44.913260310492696,10.769057145028713,3.3462762316921104,low,peaty,39.11901058584939,14.989628626722595,poor,rice,10.18932950465479,vegetative,13.22
+28.62002713190246,55.04978776646905,0.5807650812514835,6.16123960988498,moderate,clay,14.899070818125884,14.692493028548332,good,maize,10.82962748407296,fruiting,16.16
+18.14108731030785,48.71303927984245,14.901055162819576,7.215493206165547,low,loamy,29.954063976226188,21.851516134809657,poor,rice,2.409343785756473,vegetative,9.58
+22.243199593455365,65.29638588057162,11.468370874186816,2.874522784819718,low,clay,6.05005838566721,26.10620612132192,poor,rice,2.178600697605822,fruiting,5.3
+20.9687942771506,39.033932979598674,10.395519002086475,7.472704128484803,high,silty,28.30134487678252,37.31510576302961,poor,maize,8.616274164421831,flowering,15.68
+20.33857136225853,99.092524393121,6.377208261311241,6.286895729959527,low,sandy,26.840577064655125,49.39667797104606,good,maize,8.11181372294017,vegetative,14.06
+25.27860841199968,60.06959627057324,8.550444789257199,6.51114918233247,high,loamy,33.77558808352369,45.894237456583866,poor,wheat,2.2469789965636338,vegetative,6.92
+32.60078631479142,35.532966193160775,4.172427987178318,3.753891367658507,moderate,sandy,15.65277783072072,42.54791126154484,poor,soybean,2.708919622145755,flowering,6.19
+20.436323305430896,58.1653399653818,1.0145093746126137,2.3974012910008105,high,silty,35.73035534853008,42.54944281334216,moderate,maize,6.7689445791697285,vegetative,7.42
+24.16697199257453,89.31321036198594,12.622314047466606,6.611049057750913,moderate,peaty,35.02912594936007,33.84259868147258,poor,soybean,9.999742167972894,vegetative,15.78
+24.772935671029057,21.74454344995165,13.49902515837699,6.276096902373147,moderate,silty,28.436103609329862,20.110387147308103,poor,maize,9.226345451867411,seedling,13.4
+39.411413235885256,74.36432952858311,2.855824230906478,4.042109689424244,moderate,sandy,21.53172041343427,28.877608374731132,good,rice,7.244831890329944,vegetative,10.65
+38.86665892197672,63.83742374351424,11.912313389763128,3.663043007912985,moderate,loamy,26.64404345171781,15.702160517828943,poor,rice,6.469217764226986,flowering,9.29
+35.003439568801895,33.564639549610845,11.24671376264205,4.125200154960557,moderate,clay,30.54855691359557,32.6572240709387,poor,cotton,9.856060273107754,vegetative,13.34
+21.04147302047963,85.39811514439366,3.086437528073312,5.408950046489381,low,sandy,39.133798641134014,10.920028862345257,moderate,wheat,5.11916412857284,seedling,9.09
+16.700932852291743,49.51076978992045,6.616517637334511,9.77337761600045,low,loamy,9.260486693293156,17.57860489103111,good,wheat,9.320895339401556,vegetative,18.93
+22.922603443015618,43.5041623052406,6.629989852094498,7.872081598235857,low,sandy,15.957547331848463,38.49178891278565,good,maize,11.159600353570934,flowering,20.47
+21.669863735845773,86.25001534855208,11.519481745426104,8.665657652489395,moderate,peaty,32.32507096118783,21.075694153183974,poor,maize,3.950175587773764,flowering,13.61
+27.64814500365985,71.08200369533317,12.646083133752803,5.55084612013178,moderate,peaty,19.32130078411829,26.79848970204906,good,wheat,6.123972870290911,vegetative,10.2
+34.443197751694825,91.86072669398597,1.87423926017488,5.735112506008993,low,clay,28.53679900122808,43.282438689062886,good,cotton,6.07287130625845,flowering,12.46
+36.458073471971446,70.39069629369595,8.663053906110942,2.838921952933249,moderate,peaty,9.659129102155578,11.782322094059785,good,maize,6.34502220363489,flowering,9.03
+36.12160213526271,79.26541263456923,11.545353205468835,7.489412526709705,high,silty,29.820656129100005,10.909361596911346,good,soybean,2.6129773471467868,fruiting,8.86
+23.991889030576694,86.91567170076902,11.899763613944796,4.794256052115726,moderate,clay,28.592233654599088,19.15948597594457,good,maize,9.177683691232616,vegetative,12.69
+32.18085858651708,24.37917087279495,2.6459061042409293,7.682021729359401,high,sandy,25.5037023381264,37.37773480525348,moderate,soybean,8.253025165628472,vegetative,14.1
+22.8208549381055,82.08391670955042,8.119824575686515,4.681498431813629,high,silty,31.783328782583784,19.444833413220515,good,soybean,10.665626894605843,seedling,12.95
+16.52263858087957,69.09651854796614,12.934601242259191,1.9766546849251727,low,loamy,35.80392813742835,44.54793627894741,good,rice,2.6238229609067414,fruiting,4.66
+32.53913164007356,25.560623721215457,5.11851936048662,2.557483190072952,high,sandy,34.025591239817444,24.073927950949923,good,rice,7.3038295470551775,flowering,8.08
+15.245688814244696,60.686233749497205,6.664195034221059,8.30413070267215,low,peaty,9.4650933411404,21.3404477823498,poor,cotton,4.000043561421078,seedling,10.56
+25.22956468646221,26.59664623871631,12.16319841437682,3.327548406030393,high,sandy,31.053767971612235,19.31652396184049,moderate,rice,8.790353475934555,flowering,10.56
+23.23448173255189,78.8757761378578,1.7951330571645534,3.379189803103624,moderate,peaty,20.741755439387163,32.95881419642768,poor,soybean,9.835029196730355,flowering,12.58
+32.334438462971306,63.720137111830645,12.962652703390184,9.364312810020982,moderate,silty,16.685863647528002,44.2524510994489,poor,cotton,6.7778678021190215,fruiting,15.91
+34.156136819009475,96.2858829929838,5.011772392596731,6.918720605801646,moderate,silty,35.787735503118725,26.242492341837902,moderate,rice,4.042303983471782,fruiting,10.08
+22.60236589928209,34.65082972574159,0.5210295905713438,2.028767984959207,high,silty,24.58646321328381,20.10067971151092,good,rice,8.105895555290452,fruiting,8.4
+35.29067536112134,68.48267620163028,3.8953076033171943,2.2922674311874083,moderate,clay,22.543215621143272,26.83464925222315,moderate,soybean,3.4044529296750152,fruiting,4.57
+22.347919012623343,36.92657076563931,1.7977592929848438,3.4513068944825145,moderate,peaty,32.46097734039665,46.19159015168808,moderate,maize,5.742926005147869,vegetative,8.34
+26.158158999664032,69.12519877819187,1.83958115144554,6.345961190439695,low,sandy,24.36579910828086,23.381503272290075,poor,cotton,8.155607336218978,fruiting,14.89
+33.17546317535335,77.81197618886851,10.546118145067576,7.775429229151055,high,sandy,35.03026548640143,36.22991648098157,poor,rice,11.436661640930652,flowering,18.87
+32.32300573061971,77.7843463463631,3.60265686676644,3.470467991078773,low,sandy,8.601533374537162,23.18958128819927,moderate,soybean,8.640579559375652,fruiting,12.18
+39.684211807805,85.20591925460879,14.053764263166244,8.83577833673468,moderate,clay,32.16465725497704,36.990313189605786,poor,rice,8.341971364787852,vegetative,15.73
+20.629025605398297,88.28401823666533,7.988445925573908,1.982621609957337,moderate,clay,10.734210648756658,45.24042994757175,poor,maize,9.245301759658702,flowering,10.36
+31.55794783848956,26.181738101374165,7.171424740346319,2.868392512388616,moderate,peaty,12.88309708823911,33.94235091483214,poor,wheat,3.69804814682922,vegetative,5.79
+30.24204770689444,47.46137256579232,6.797111014192199,9.734184290285896,moderate,clay,11.28080322941033,47.8976791423796,poor,cotton,9.355214165193944,flowering,19.57
+37.87746136225075,74.96980162878445,10.542520775238662,2.212703772882919,high,silty,13.344747320820364,34.060687628881894,good,cotton,4.428591692505041,seedling,4.96
+18.90905354112188,59.88690299129697,7.057810056592322,8.993001769514297,high,sandy,30.61407438405713,48.99503573793301,good,soybean,9.42967385275716,flowering,17.96
+33.794954089673325,35.25407574038332,2.3647051652652817,7.335415678636858,moderate,silty,27.936609930694456,38.94921783260749,moderate,soybean,10.925041636149642,seedling,16.37
+29.20671540671921,64.21676561333584,13.26249661929097,1.6577838157753604,high,clay,13.042345307756966,36.11153238235748,good,rice,7.142744298533676,seedling,6.95
+21.86664674469764,52.594852221291504,6.7117325594220505,5.353361460099495,high,sandy,14.456122787220576,43.19333043393239,poor,cotton,2.10330555773936,vegetative,5.53
+26.860872853679357,51.203062212344406,1.573066347642786,5.6708141783032575,high,loamy,8.475293941335673,10.443711062785113,good,rice,7.997449557285812,vegetative,12.04
+23.344414926744943,84.78029739485311,8.175806818717536,9.389256682742538,high,silty,19.505243277206723,20.289978545783462,good,wheat,5.446811408443487,vegetative,13.07
+29.48283506971152,52.6078667065745,9.8865294476077,4.789941337694518,moderate,loamy,18.25048070875005,18.643625524763088,good,cotton,7.504209259275921,flowering,11.59
+37.22501527036665,22.116360438433933,4.495945730287499,5.020872539178483,low,peaty,10.103552694006137,14.43592272196938,poor,wheat,6.179282592633541,flowering,12.11
+29.23262461030505,24.645067111287304,12.104935911270712,2.0123537930774047,moderate,silty,34.211876430410484,47.5114655274292,good,rice,8.616432902657742,seedling,9.31
+30.793060458164604,88.49952333532963,10.211749767541772,6.752553070938962,moderate,sandy,34.84082670321293,15.240085260006476,poor,maize,5.155932446841324,flowering,11.47
+27.96869617786773,96.8480648010017,9.929946954334284,2.898072783001869,high,sandy,8.816638051557916,20.513466734437173,poor,wheat,5.769510436133365,flowering,6.99
+16.279137661136897,75.07274691645661,6.601961816583016,1.6977993240133613,moderate,loamy,14.322808364000334,23.406559296276612,good,maize,2.379639473081151,flowering,3.05
+20.82146392190236,49.149463528006414,14.447771870463672,9.972271000637146,high,sandy,30.76311503237742,34.98511856175763,good,cotton,3.4174346112838743,seedling,10.12
+27.300043235802068,95.0880252635782,4.4757429352640905,3.426666651665247,moderate,silty,35.44883419455785,40.6985697265243,poor,maize,5.816942124799876,vegetative,7.83
+22.75588209361762,73.02424691005886,8.876729764724063,2.2694784861592354,moderate,clay,7.50855459993644,34.18703967856796,moderate,maize,2.022621026992166,seedling,3.39
+19.544089944029857,87.54668393594702,4.981299783352955,7.295413371374587,low,clay,36.5829612666527,39.95817554067975,poor,rice,2.136979755025054,flowering,10.52
+27.60332104796096,81.26818432296075,11.299668918087534,8.395139403297117,high,sandy,7.157300416059192,26.084968171486494,good,rice,8.312063699026154,seedling,13.83
+23.07024483619626,50.33114526180739,1.192976516116761,1.5766974381371202,low,peaty,27.182438578441896,49.83112947676884,poor,rice,6.466039810308208,seedling,7.35
+21.452691079335366,58.29617606806284,1.1654610841882138,1.9485397672280835,low,silty,5.772629736501208,16.803692977234775,moderate,rice,2.009711807933458,vegetative,3.47
+26.59963543600952,34.89057234944796,12.257484058022476,1.8115644122384125,moderate,peaty,37.48927576105656,25.990408352455265,poor,cotton,4.5286257858804015,vegetative,5.05
+18.33210645205433,43.36112803525872,6.796888335423231,1.4226337299026008,high,loamy,17.379172728121425,43.28732056850234,poor,rice,8.347543224654398,vegetative,8.19
+38.19364332688518,82.25005290292174,5.447110791705158,6.935108307708554,moderate,sandy,27.70810763885956,19.870407909985342,poor,cotton,3.989549047061925,fruiting,10.34
+36.69255244798097,91.51827135064866,9.309139501542408,6.294818707654277,high,loamy,11.461776967823738,40.03372062392371,poor,cotton,9.85788845628882,flowering,15.29
+32.69051464351338,77.95683386011294,10.677540486100115,6.965259909039397,low,peaty,16.2439395601452,24.571215746830703,poor,maize,4.798610978145659,seedling,10.03
+17.655345689711407,57.21389573253106,3.417419529243896,5.551004469467629,moderate,silty,31.15544687754705,17.103851014765578,moderate,cotton,11.418667491243554,flowering,17.47
+34.396931361742325,26.9207415151798,3.1887530003686075,8.357569168650235,moderate,peaty,39.05485603585659,26.133618585712437,good,rice,7.1980620851237,vegetative,14.28
+35.19893320272547,24.55583589587586,14.393185842518282,5.92001472248718,high,clay,39.72186517132968,41.391540259036965,good,soybean,3.756976344186573,flowering,8.87
+34.19411544285845,49.94604516902831,9.050132442576256,9.268722413196624,moderate,peaty,33.338783065186966,14.47820589878294,moderate,maize,3.142105782587824,seedling,9.69
+17.849147177981028,57.105737501413046,6.156688920766888,5.37083679253594,low,peaty,34.65175638964541,30.64406210989497,good,cotton,3.4453754364108407,flowering,9.87
+31.09769892669412,68.72964977706374,12.120904572707843,8.11592795090439,moderate,peaty,38.92913510446494,39.65425672387288,good,maize,9.031248628537268,seedling,14.44
+35.858119893734965,20.51916171095978,8.114804902279799,4.666243183152707,high,peaty,6.411084141912308,40.06288178546267,good,cotton,3.563115396789528,fruiting,6.91
+29.433835030491693,99.1778312373045,4.00411075043143,4.917015052987986,moderate,silty,10.955265644485042,25.583468564418176,poor,cotton,11.39188394787682,flowering,16.63
+31.160184380702223,49.11511067232343,3.4976619318028206,8.640928407141251,low,sandy,6.843722248190515,28.657535167349216,poor,maize,5.137883466144001,flowering,15.38
+26.459086985657656,87.84757310408972,6.254459359462414,1.96893851821897,moderate,silty,22.54064036511877,44.27063786078344,good,maize,2.641335585762197,vegetative,3.57
+28.217682997101317,62.79733645323235,12.968489973768255,6.084259794848872,low,loamy,38.54712357515973,18.335113578485142,good,wheat,3.6152220669046735,flowering,10.82
+15.85942145879313,30.43515636266772,1.3909947826417544,7.53702821000907,moderate,clay,25.385266541497693,49.70369870881204,poor,wheat,5.3987546189347695,fruiting,12.77
+30.974075549332117,83.80524420276174,3.6686270109440655,7.753785538753482,low,sandy,24.43914405477951,26.76948685006856,poor,rice,3.2279331727892293,seedling,9.4
+17.03618032227898,76.78616599359009,13.450701373362577,6.323441744529778,low,clay,33.93402230816734,21.018052757773837,poor,cotton,10.474209741912803,flowering,17.52
+25.875364858505584,62.19488679433824,2.2651512500541324,5.0325803574356245,moderate,clay,37.51321086369085,10.103974061161315,moderate,maize,11.577775437865508,seedling,14.98
+22.3163774416852,61.1642473067024,9.62957291483044,3.34704199480082,low,sandy,29.449433103388216,15.00092416464154,good,soybean,9.573721248720831,seedling,12.07
+28.63569875529283,26.998368460074246,3.595914837754864,9.1848361181871,low,sandy,36.33820796882391,40.26036096929455,poor,maize,8.158406868700425,fruiting,18.01
+18.33540838808017,72.46791588590993,9.28506928892238,4.328091527691928,high,loamy,11.132569764828098,35.96923359262432,moderate,wheat,9.990317364678443,flowering,13.2
+32.29108504933296,92.89961246034396,6.055010419241365,8.190928796800112,low,silty,22.619246115580555,19.860256069984693,moderate,maize,3.5440829526492585,seedling,10.03
+34.87528842321176,27.45959353770867,1.9743149982493824,1.2849905166637263,moderate,sandy,17.76117631577219,47.08012468940149,good,soybean,5.772503570834305,flowering,5.66
+19.083861243578912,41.0809160519124,8.945888479534542,3.089522932179482,high,loamy,16.638245611519096,43.42752024225531,moderate,maize,4.129224287377905,flowering,5.88
+17.607827183797053,92.1846378753679,10.404119832726495,4.110263135957103,low,peaty,12.498760483997644,20.770953253777364,moderate,maize,6.63888585258744,seedling,9.72
+18.637887069683977,42.74751278558347,10.36395297500414,7.044166569791837,low,sandy,36.289880400957,23.203514876510503,good,soybean,3.756607642597992,flowering,11.74
+36.92818904746254,72.3154937743941,9.73699893155429,3.873977264457019,moderate,silty,20.76292267026787,17.390145471153808,good,wheat,10.162774336388468,fruiting,13.01
+28.204731543908903,62.78545319545153,7.753259323565414,1.3722742073737642,moderate,peaty,23.558890848953336,35.702353953504314,poor,maize,10.006350025191589,fruiting,10.82
+26.681524900187565,67.70620840030897,8.032352944460222,2.5648076444861445,moderate,peaty,14.670874384262117,38.04549684059515,good,wheat,5.681011612306912,vegetative,7.29
+17.667795477558858,53.263112126180246,9.716781592215414,3.3324881713239343,high,peaty,38.69978126109977,25.83524436614061,poor,soybean,9.230675367039582,vegetative,10.89
+31.238900168924044,43.99931764429689,10.508760745326295,2.5844273194223715,low,peaty,26.39235011519076,39.486348107548,poor,maize,6.253629744957711,fruiting,8.79
+36.69998979737725,23.88267605837352,9.995712713055084,2.8335210412702003,moderate,clay,5.024296259945,49.66266606074561,good,maize,4.848504748201217,seedling,6.12
+35.70464673308632,79.54247514353312,9.01071069124505,7.92061246606019,high,silty,14.376236268066087,34.47792829313713,good,cotton,4.755182183458177,vegetative,10.79
+30.651367724520032,79.68747697553815,2.7596652796597168,4.708302795554141,low,loamy,39.9771657050861,35.97135423040013,good,rice,6.902667879733018,fruiting,11.96
+16.881967916291842,73.65805920629785,3.553939808146496,4.646613202011327,low,sandy,39.11711883449249,24.95369542270727,good,soybean,2.1225584065859664,seedling,5.74
+17.809925679400322,71.49070304956965,4.273248305012551,9.699457029935376,moderate,loamy,24.06157668086525,10.423454207711965,moderate,wheat,9.107891236559816,vegetative,17.7
+16.232724677745615,39.497370573402094,13.835094027768784,5.020316541497802,high,clay,24.74410445294571,48.15685476663105,poor,soybean,5.894678173188204,fruiting,9.3
+21.436980412311733,21.7875947013033,11.511228831056014,9.348923192791554,low,peaty,36.55559738412244,40.89378821595727,good,cotton,3.3968505502731308,seedling,10.52
+18.391536679009445,84.69723175083517,8.516568883284734,3.691567883950123,moderate,sandy,29.799807915997132,37.82272505095229,good,soybean,8.347925730819263,flowering,11.98
+21.501201006310847,59.29108285566615,4.154825463888679,4.605636339137558,low,silty,37.6275735195609,11.192422271340208,moderate,rice,9.539597692471332,vegetative,13.95
+24.62645139297404,44.54705045620947,2.107927087040482,4.566550204607159,moderate,sandy,21.76965410319368,40.3604857982363,moderate,soybean,3.1733645048312145,flowering,7.78
+38.57456960177839,28.154552542445607,13.532008776709633,5.914709490831799,low,sandy,39.15652509649105,36.80336972117502,poor,wheat,3.0318247992202148,seedling,7.69
+30.259401494542303,25.017727272111077,13.443657229432295,6.25822561768557,moderate,loamy,23.884242471088093,32.756244802883074,poor,wheat,5.882477275566785,vegetative,11.36
+35.87434464207406,47.90933774361419,2.105086137587527,3.23312526138042,moderate,peaty,27.569363923670117,34.94402838508528,poor,rice,8.491456001605936,flowering,11.04
+32.7587875178083,84.37896518135524,12.059641658399194,8.142258253754068,high,silty,7.889840132253491,46.73464602348985,poor,cotton,7.80853014035127,seedling,12.76
+17.812578263165793,93.49789994670644,6.9763535049937335,5.468733592091133,high,sandy,26.40705332819806,10.26761578597808,good,maize,11.749836344659142,vegetative,15.58
+33.39801015934872,91.74010916904518,5.197520526042831,1.0633919816692674,high,clay,31.8721581274518,16.2788864888422,good,maize,6.387340573445796,flowering,5.69
+21.877472038978112,93.6000667799724,11.217015775026256,6.322065699850121,low,clay,20.37565212186199,45.79028787473021,good,rice,5.492598168335089,flowering,12.53
+30.97769617486766,92.6180274503474,9.407778345380594,8.182534973762227,low,peaty,22.585337347475427,10.32842666014201,poor,rice,9.597296020304542,seedling,16.0
+23.524049341074715,62.17798012803166,11.810436560103392,3.2542006403391204,moderate,sandy,18.76645973980849,46.145445715163376,moderate,wheat,11.563781531636549,seedling,13.2
+39.94180658161648,37.55325108455231,1.5777684791775877,1.340839084257334,moderate,peaty,38.916452754553895,11.185274073883402,moderate,rice,10.92532619066496,flowering,11.28
+21.588786987419446,83.84372662694562,5.119511789383118,8.264607900856504,moderate,sandy,21.681848271221813,41.17351144585658,moderate,wheat,6.1199059302089305,flowering,14.8
+21.97826176935674,37.09703798820632,5.1300943310426685,9.786490443744643,low,silty,9.417397047093536,45.63692844556318,good,soybean,8.315428579643168,flowering,19.8
+38.26680638905996,41.37658214052553,5.281419838172599,1.689072531984121,moderate,clay,6.010526399352754,34.501090342262486,good,wheat,3.429454063674376,fruiting,4.2
+15.616110115908066,38.66034574580388,7.785958153335179,9.44233126593149,low,loamy,32.03642189744167,35.65764210993816,good,wheat,9.143777686852296,seedling,16.46
+32.41722469682992,61.19859229566447,4.603700144673737,4.2334697077845584,moderate,peaty,24.168549695283165,12.022549277187156,good,soybean,5.504404021369588,fruiting,9.23
+33.13315976839695,45.7462006535264,6.943562346269036,9.472956477292788,low,silty,5.096967687804373,18.435648745863883,good,wheat,4.225303918872861,flowering,15.44
+35.909464435259984,32.33248397002732,5.832775100173529,6.839553916022021,high,clay,18.388292307765266,45.978871124489686,moderate,maize,3.353159833727968,flowering,9.5
+39.36098276596188,56.25387295151059,11.161792696297416,9.01219881203572,low,silty,36.99172445559498,42.94864090561394,good,wheat,4.579826575118304,seedling,11.77
+39.39004797891632,89.91257910281335,9.250761537288229,8.07249722546272,high,loamy,38.171422411827045,12.381907002050152,poor,rice,7.104890350273569,flowering,14.54
+16.631918939161597,65.64422839599777,9.977626768601072,1.2519796853856415,high,sandy,6.874573692098153,42.51940444010533,good,wheat,10.955100363061511,seedling,10.58
+35.545983068822565,90.26684847100697,3.5534664641983444,1.588982520925485,high,sandy,9.319784479450549,26.939380293864858,poor,soybean,4.609297696318828,fruiting,4.7
+31.157748341434534,35.66977480633099,5.219781397239895,5.7317014460668965,high,silty,5.170462076182604,32.42890670605842,good,rice,2.560750690287092,seedling,5.57
+31.18355335932728,33.35790989380432,0.8068989903750772,2.166571178604214,low,silty,35.403579929133365,14.33621831889772,good,soybean,9.79935718186514,seedling,11.45
+18.20874816536737,66.04617005587362,2.071433255750964,5.149308152414363,moderate,peaty,7.481017903893168,25.945761565431123,poor,soybean,9.808661133144335,flowering,14.45
+31.254679161141333,57.06631212370184,4.343286363838867,9.591672687080209,high,silty,8.776505327696361,27.396420558853368,good,maize,2.6703853355314493,flowering,12.14
+39.5620645150312,72.81381133175655,1.4492239588793052,3.652815587990359,low,sandy,12.966792735115645,36.7795338110578,good,cotton,3.827427341222807,flowering,7.91
+37.795464238486176,83.57014328214252,9.238169805143183,5.400214424341668,moderate,silty,37.10373430758671,36.301412133596045,poor,maize,3.600232086321175,flowering,8.68
+25.978266520121263,80.10458365217411,14.972886680895469,4.458336670612624,moderate,clay,29.08819025502687,31.954979214387865,good,soybean,6.615007729317004,vegetative,10.29
+15.99869933215236,95.3808938926849,1.9618206039481332,6.6684426782342365,moderate,clay,26.590847591860715,11.25783946942763,poor,soybean,4.493852566080353,vegetative,10.29
+24.05733725000512,51.86051273256092,12.407838083704345,2.744604375864029,high,sandy,32.4629916985601,16.46004259378821,poor,soybean,9.47450970382147,vegetative,10.39
+35.659757790013884,36.51093937985446,2.222835585344634,3.3394536112085498,moderate,silty,29.264957417488297,16.41076690776572,moderate,soybean,8.17693562557865,fruiting,10.67
+32.537477536629154,64.07301119583086,10.213753272548324,8.72891066227609,low,silty,31.107438723841444,45.50929730175402,good,soybean,8.778511813960641,flowering,19.03
+26.48359138984891,28.85944961529485,9.825785244355748,8.302026014743046,high,silty,7.577975354428732,46.06838700536097,poor,maize,5.781188722895453,vegetative,12.21
+16.377538378970776,43.10808986653051,13.58939555476239,8.102707199835764,low,clay,25.64178537543489,42.25993019389767,good,cotton,6.990244010087367,vegetative,14.72
+25.672368195582564,36.63104442105156,2.152211398367429,7.938276483861064,high,sandy,31.36225505395576,16.995174826216136,poor,soybean,8.789432989191738,fruiting,15.56
+26.725623492947086,51.72509734376647,5.073944758187518,5.134937441154211,high,peaty,24.79805171166535,43.60606495598855,moderate,cotton,7.273888465770819,vegetative,10.47
+38.2138883223534,28.89732600017723,1.8163065251429429,7.560016952789875,high,clay,5.412820567758344,17.503775744091627,good,rice,2.754823920702284,vegetative,8.56
+31.027152589553985,22.547339563847828,6.40705822416429,4.4848433608490605,moderate,sandy,12.389196131900777,32.185227874240354,poor,wheat,5.622904832993785,flowering,9.38
+22.791322916366223,72.54352037040255,13.718101016582953,1.9063862217053216,moderate,sandy,38.70149989734468,39.355054196680406,good,soybean,11.711828173312076,flowering,12.21
+28.132956611268035,68.81991826318439,11.832085690396914,4.540371774840031,moderate,peaty,29.664312432240035,12.062440218222736,good,soybean,7.01385581042075,vegetative,10.15
+16.651382695554002,76.66871488309289,10.982051456457128,2.427967398051378,moderate,loamy,29.097671530808032,33.91717260231052,poor,soybean,6.105027733817893,fruiting,7.76
+39.31420589124342,72.83091522170751,8.22889882050918,4.517665125692586,moderate,peaty,28.10883546364081,20.04534082338526,poor,wheat,10.893914868064902,flowering,15.66
+24.001497548268148,29.14357449139068,13.310543263865082,3.6768269382659793,moderate,peaty,9.473280006412908,29.914258971922106,poor,cotton,8.637302366867495,seedling,11.12
+26.946683872828395,43.286310510051706,7.016906074499261,6.392446003611324,moderate,sandy,5.14289733471803,25.35609030546728,good,maize,6.264334146760693,flowering,12.18
+23.882099355923067,30.362128792028187,2.6704421729592545,4.25386373948581,moderate,loamy,20.422831132511675,37.46313966904872,poor,soybean,7.948152288563733,vegetative,10.95
+32.062793252905,87.43779216388505,12.644985735251298,7.350306970412605,moderate,loamy,20.551354169585863,29.567613267969868,moderate,wheat,5.367676724830192,flowering,12.78
+31.555803958239824,79.75229242844186,4.554755756750039,5.609320129428845,moderate,silty,33.41319079088181,22.065209171065607,poor,rice,10.03410854380182,vegetative,14.34
+32.88305776322839,36.1221602334594,1.2776863448544968,9.275430506638598,high,peaty,11.354863072508266,46.41434977407419,good,wheat,9.167285624910088,flowering,18.44
+21.703580740298023,47.30473923919148,2.327551444697475,1.8192289181534829,moderate,peaty,14.628890708471085,48.362144906231,moderate,soybean,4.173895792176349,flowering,4.56
+22.891712029101647,97.32919938113712,9.331354284815149,7.18938269777199,low,loamy,7.738481609127896,42.0763059424924,good,cotton,5.075754757243859,seedling,10.66
+18.1312807774052,67.53274863037211,9.302688476857002,7.051571898130357,moderate,loamy,18.995626235078745,33.22963983960837,good,cotton,2.028099871252695,vegetative,8.35
+31.387749296152816,84.09244778409258,4.2726559806895,9.555638926714304,moderate,loamy,13.959641197243142,45.37601943443724,poor,rice,9.910145339972184,vegetative,18.94
+15.994928183391314,41.16728278149833,11.044112145216696,4.343966803392872,moderate,sandy,14.201354545324758,34.06693159382316,poor,soybean,2.902598657406739,fruiting,6.5
+29.94205838808648,36.80423361434442,11.717782253293247,3.748941727409461,low,sandy,13.891858049151615,15.953203808146345,good,rice,7.72262579037665,fruiting,11.71
+36.74239712129085,82.71335430772388,13.847288078937463,2.551540997922909,high,sandy,13.10314782020952,10.697095066896397,good,rice,10.463603287415737,fruiting,11.59
+37.27080370724084,74.86979641851521,8.981593730834437,3.3875966381976426,low,peaty,16.192756060195446,39.03658268041724,poor,soybean,11.661193177055464,flowering,15.47
+26.22594400924904,74.4782343369411,11.801638780139806,5.517016954796247,moderate,loamy,23.78415576736642,40.09941715788005,poor,cotton,5.190517933949929,seedling,9.17
+26.48259220532685,64.21076654633552,11.41994535668869,8.539416657639794,high,sandy,20.319859700077824,47.03303948253039,good,cotton,3.836248508291503,vegetative,10.81
+16.924229575200435,65.08626742212391,4.238231202774297,3.5585794313257715,low,silty,7.220643642896867,42.969500653353656,poor,cotton,11.871338869479445,vegetative,15.33
+31.76912563607589,78.8558004245003,4.9982759550960605,2.4196790499165157,moderate,loamy,19.905095231592007,35.58329478443787,good,cotton,3.8626077542968087,flowering,5.18
+35.531485509321136,41.60019848969562,7.437994738416636,3.449156239667518,high,loamy,34.619738907940494,17.61213742025753,moderate,cotton,3.503002494402711,vegetative,5.1
+21.116376365117823,48.22147726855646,0.7760650291741031,1.908342775256361,moderate,loamy,8.524644111352504,33.76201930427391,poor,rice,11.248192731585508,seedling,11.79
+25.53252204083412,89.7309416416044,4.812267710786991,9.340258746771966,moderate,sandy,38.05265597660793,27.387406314966796,moderate,maize,11.361532719745728,flowering,20.86
+35.970983419131755,44.709216080972624,7.37130166349145,8.853617368200226,high,clay,15.80066297677456,19.284338770609043,poor,soybean,6.791950724997117,fruiting,14.79
+36.9280116915572,63.70476571034392,2.067004781576584,3.7764254528663703,low,silty,5.508747029052593,41.96516430528482,good,maize,8.402987193297808,fruiting,12.07
+21.07949950660565,76.21115712053472,2.331000372739319,3.222890343386803,moderate,silty,13.860445267251102,15.98223544072615,poor,rice,6.178482240084696,flowering,8.65
+28.764265863534103,99.99398614665412,7.216932668191447,9.14857582658424,moderate,clay,7.4380867194146205,35.213566947484054,poor,soybean,11.27200684677312,fruiting,20.66
+19.81232876589568,54.82330651962656,11.098992957996002,1.0159475618886038,low,silty,24.82334711198352,34.430156699886844,poor,rice,10.353129736038197,flowering,10.97
+17.546969103488912,54.2474301299955,12.589359498349904,6.40519775192212,low,sandy,16.07137946426924,22.144555780929668,poor,soybean,7.140489789355826,vegetative,13.16
+37.77801253479894,87.4070703546934,8.421551513818855,9.244033848511034,moderate,loamy,33.240681487363474,27.16956564199057,poor,wheat,6.4613964595982525,vegetative,14.53
+35.512687605802725,84.44024890078906,7.383860319427601,5.577017400157175,high,clay,30.64187808433132,14.66286932231498,poor,rice,8.869842927735961,fruiting,13.26
+34.000872545079346,78.48607053876388,6.07206824266645,1.026702636396705,high,loamy,21.400876082037158,11.021316708057158,poor,rice,8.646118895376762,vegetative,7.92
+16.21915797032851,57.05837099272231,3.29776039034529,2.969842864466401,moderate,silty,24.62105637944565,10.520751709631387,good,wheat,2.813471884360438,fruiting,5.14
+36.09321981775644,45.915129612857264,2.6251490408082883,9.301974345027409,moderate,peaty,26.306936034335703,16.972903442699735,good,cotton,4.789373977039618,fruiting,14.2
+25.951101897634597,68.69843860678789,11.982498549096215,1.1532018176184633,moderate,silty,14.474664058842324,44.67892272296292,poor,wheat,6.385603618380504,flowering,6.12
+23.55987808239649,90.09786345053128,7.242596167078875,4.5530178945688125,high,silty,9.878173061796565,30.904349543111746,poor,wheat,7.608121021869148,seedling,10.0
+28.66190902563441,90.70219665668692,11.959643559456442,8.107702536996804,moderate,clay,18.178158561902485,14.684638109538648,poor,maize,3.9148235257231248,seedling,10.0
+17.283831068088894,28.679867605635074,10.709204020559133,8.542818943165031,moderate,loamy,8.320014113989297,46.21980338906565,poor,maize,5.199244750499347,seedling,11.56
+33.91616373380997,54.26802270505205,3.311490758558993,5.298471393658031,moderate,clay,16.0202181391886,32.75555069658793,good,cotton,7.042741511086727,flowering,12.12
+29.5608769222074,57.17775649589996,7.899455331062773,3.0923537655956728,moderate,sandy,24.34107562722006,11.115421143997365,moderate,maize,11.008825676219947,vegetative,13.21
+19.66475242182919,98.20922940190026,6.93824114112887,6.39734245917543,moderate,loamy,23.903938344601357,40.50915660165235,good,cotton,5.880961448845984,fruiting,11.37
+19.705804994226146,74.23984121940677,6.646165838315103,3.3740022840157136,moderate,sandy,9.22146810537395,28.937406127847304,poor,wheat,4.945488191418894,vegetative,7.31
+19.60621628931685,52.57971338096564,8.3672802134553,3.2973783219632478,low,sandy,5.291868500140274,31.314526674780257,moderate,maize,10.52901951549591,fruiting,13.91
+16.42505968879835,22.08463087884744,14.74018756559385,8.268397870573118,low,clay,8.113024667922684,34.52907422481195,moderate,cotton,4.316994433893428,vegetative,12.25
+29.69496123429212,65.23081280793568,12.287058666225809,2.388392517669517,high,silty,6.265251468280368,13.7780157746647,poor,cotton,8.042822360911767,seedling,8.51
+36.0087044397127,27.68607805106849,13.60383025864068,1.0496933056179172,low,peaty,19.01641112925497,47.90960744791317,poor,maize,6.136606272767226,vegetative,6.73
+15.437455349684717,86.75599658782104,0.9297739560525444,4.030976953052642,low,silty,18.64125651603732,20.21569844459843,moderate,soybean,11.069617921357962,fruiting,15.39
+16.22511612428184,80.20149284562896,2.534877318491336,5.4187655949552695,moderate,silty,13.45653778566043,34.873288902406145,poor,maize,8.867205600167614,flowering,13.61
+29.319256917173647,56.8407327926543,1.7290730732561708,7.345723527057913,moderate,loamy,12.540556088270089,44.22251865560488,good,cotton,10.87617662977781,fruiting,17.45
+35.48739213465131,54.33686236333598,4.316849573446511,8.030037318438598,moderate,clay,18.874697076044228,23.27670140177068,poor,soybean,8.603788278862794,seedling,14.07
+23.16847226421584,91.78711724550148,6.907441133516432,6.971672900202671,moderate,loamy,8.030075237796142,35.10211839270356,good,maize,7.620438995976721,fruiting,14.18
+23.74035997019305,43.07666803345028,9.809772091010398,6.638579922852339,high,peaty,12.50081937483257,49.5550858705508,good,wheat,6.168116265779379,fruiting,11.34
+29.9086624374194,39.921596968541664,7.762053361155729,6.991738500874916,low,clay,19.199216669909543,44.07196865807339,good,rice,8.123579661686534,fruiting,15.55
+21.855322228103677,95.13579462606096,13.596166766240527,3.4437386582298912,moderate,silty,8.319046998525254,41.17138734308632,poor,maize,9.870861710840646,flowering,12.78
+15.665209151942104,84.73966694027861,14.127911403961024,4.44125190668111,moderate,sandy,34.428478548161365,27.572008047303036,poor,maize,6.312850879360004,flowering,10.29
+33.3807129525399,85.65004744537558,2.871053792363154,6.547928508996081,low,silty,28.660647428487053,28.050781578542843,moderate,rice,8.38515962905042,fruiting,15.54
+30.641247823536325,35.61550514207404,12.867237343839385,1.5901359431857558,moderate,silty,18.40917370962672,29.421595739930847,moderate,soybean,6.434291176007809,seedling,7.05
+29.51889997639148,31.463679314474756,7.484971958192864,3.657928150610701,high,clay,10.263940823010609,37.61726475553982,poor,rice,2.9624186520100944,vegetative,5.05
+33.54210322479558,22.08236398537079,7.073277334102073,4.657770502818877,moderate,silty,11.7965559154057,15.773489073471602,poor,soybean,7.615936228796048,seedling,10.59
+31.880770939050937,38.9633207134944,11.881620553026238,5.800966145685424,high,peaty,9.20313546617104,44.44112099820029,good,cotton,2.6500516456861383,seedling,5.89
+20.147049704458027,81.93523933714599,1.8505373811507104,5.37833896624865,moderate,silty,10.60293395457366,10.723161767326983,good,soybean,7.971441207971009,seedling,11.24
+23.812026173583774,39.20307350113198,13.296150347577624,7.463186903385943,high,sandy,19.78799486395544,16.79972558818648,poor,wheat,10.39262966005899,seedling,15.14
+18.152753541965623,78.3282626875901,10.227518640940414,5.26084007874815,high,clay,13.59826328484584,29.272574096126903,good,rice,3.556534545268762,seedling,6.48
+18.246425335447025,40.15266122939372,13.191293311040967,9.1371698544249,moderate,peaty,35.960246690142846,20.084677581303133,good,wheat,7.962577711976653,seedling,14.17
+31.90489365891348,51.623399836053736,14.91992487676053,4.422865079371756,moderate,clay,38.63250555119699,24.623267939331576,poor,wheat,2.5890820216607806,flowering,6.1
+36.465002674562456,98.65298319291269,8.011064559180173,5.728345355585407,moderate,sandy,29.19777652218999,23.303323677497357,good,rice,4.711609091283488,vegetative,9.05
+39.06831459652848,39.58493850273085,1.8523018696794704,1.0288935064182412,moderate,loamy,33.30663883064089,20.75858930739877,moderate,soybean,3.258558161177068,fruiting,3.18
+30.70867793873611,50.10965018386141,2.9145960124978543,3.794301608015704,moderate,peaty,13.929183745269253,25.211054241286806,poor,wheat,2.2485265565148365,vegetative,4.91
+19.602533084023925,44.08697443721709,5.192464517037494,8.79915679582593,low,sandy,28.27583909553432,30.21153477531733,poor,wheat,10.454640773291098,flowering,20.56
+17.641258636223267,28.769998906400183,2.0015176609532883,4.0021875513666245,high,loamy,7.029952852764474,29.05435205269825,poor,soybean,6.099458319656489,seedling,7.98
+35.32127428841895,59.191531370466,12.322456478997662,3.278676999992158,moderate,sandy,38.60756298581485,42.47689572459044,good,wheat,3.513503221903345,vegetative,6.17
+29.46891190899998,50.295253066640186,4.804583839975143,5.891832661979994,moderate,loamy,28.45724378574296,22.32580240309239,moderate,maize,8.35250413673792,vegetative,13.17
+30.457125525342995,75.59096686458241,14.650349726288049,1.708570885978652,low,loamy,16.08979100155441,21.276419004197507,poor,rice,11.013153616178052,fruiting,12.34
+34.536552218867726,85.4075637561237,10.687575763011909,5.784446184853593,moderate,clay,32.05645455743673,30.177951609171124,good,soybean,7.015436329921079,fruiting,11.85
+32.58193069331129,63.53997715965108,3.014740368705586,3.732992184179695,high,silty,5.552980722139619,11.91737385024508,poor,maize,10.293124105196622,flowering,12.43
+35.861456321402414,22.57571376698695,7.402618380687134,4.447926008869488,high,silty,18.16826823866439,14.472411738567166,good,maize,10.426599513655791,seedling,12.7
+16.405347636496963,69.51378849877773,7.269821213683156,8.122285039034303,moderate,sandy,36.34802170375471,42.12351951691752,poor,soybean,9.503552715906686,vegetative,16.39
+33.68801591866262,24.431258401675137,7.641419045837691,6.957676167527065,moderate,loamy,14.211984707738123,29.748378474691744,good,cotton,4.750366789943382,vegetative,10.57
+36.27131893305239,69.308505887922,8.267521974322566,5.014954838114586,moderate,silty,28.377000922767213,12.661415280116476,poor,wheat,6.677892044672549,fruiting,11.12
+22.15337606145786,74.80239594153508,0.9520096936070974,6.197646817764455,low,sandy,17.60362888398924,27.6153169586284,good,wheat,3.454173222299673,vegetative,9.24
+31.01118184983132,35.82141020940148,10.45136632328254,7.901728797882063,moderate,sandy,18.732751749034293,25.93057476040288,poor,cotton,11.203097777549814,vegetative,18.41
+22.854051595924304,85.54769189774169,7.564280741682428,7.712053706765695,moderate,peaty,31.107796755406945,19.84537927263991,poor,cotton,8.583805001879252,fruiting,16.17
+38.94927666206135,92.88681052592388,11.968998283596136,2.6678953949606057,high,clay,36.85720993689196,24.884129813658525,poor,cotton,2.0562675741843286,fruiting,2.91
+15.835589310887594,85.04695712910558,12.322568812276243,3.7082729979928426,moderate,clay,10.835148303789335,17.5342161236734,moderate,wheat,9.998117594603205,seedling,12.28
+29.49482109582388,44.408735216966576,3.842759268879903,4.134132378694227,moderate,loamy,14.69122380644414,27.96238261073412,poor,rice,2.14553796311513,seedling,4.51
+19.16258867623788,66.93144099565075,1.202132723188278,2.68788061004504,high,silty,22.072481391792174,26.341124459978914,poor,wheat,8.122876981402412,vegetative,8.97
+32.805505129428965,93.1852119352982,10.696890913628678,1.1094530860567378,moderate,loamy,26.48356230676639,34.30001401284355,poor,rice,6.400109991439511,flowering,6.49
+19.397257085466556,45.65317809782799,14.677560432726178,2.56570541909931,moderate,silty,21.37254894755903,47.68416870812076,good,wheat,4.0846490056219,seedling,5.73
+20.88458154745894,85.602225781234,6.976540805423065,8.274198943733385,moderate,silty,33.193504322625,17.418500387422327,poor,rice,9.54233050245314,vegetative,17.05
+27.359270276143956,20.75801050093572,4.264385739107139,5.91328406253224,moderate,silty,31.883320961516205,26.69763726968342,poor,rice,11.986181681277069,seedling,16.12
+37.87087374992196,20.2917362227741,2.771742471460474,4.074922242884627,moderate,silty,19.183502271245807,32.488821269191924,poor,maize,9.030973398610522,fruiting,11.94
+20.29285930369927,80.77693282711739,4.667961162163484,6.475100010665183,moderate,silty,6.421415543118842,31.87964975441501,good,wheat,10.076050212514064,fruiting,16.55
+18.606000527952588,80.91580657016969,5.254833494886022,7.658507128121125,moderate,peaty,11.807373258608276,36.45362521898366,poor,rice,11.128099348296914,vegetative,17.33
+33.97442079635077,83.1181750281835,6.646183779799736,4.189850047187764,high,peaty,22.043342722323587,20.717215168744936,poor,maize,6.413634125499711,vegetative,8.82
+27.515488308348274,94.402147031053,10.003403286611505,5.19467357381477,moderate,silty,37.462981483172335,35.38203171483172,good,wheat,8.383864046255567,seedling,12.0
+37.79462780954428,29.43250494562274,4.460864313163293,1.5779189500310404,low,sandy,24.864932039812818,18.046805729601235,good,rice,7.318515458131997,flowering,8.89
+18.665363928996054,38.558798798695065,1.2391630702958016,6.373814825912313,moderate,sandy,23.56382172551795,15.0182218340329,good,maize,5.163119703608645,vegetative,10.26
+31.148197325575985,92.2979936299046,5.912539867804433,4.207663859969662,moderate,clay,30.33895151560528,43.26580000902815,moderate,cotton,2.643033744451642,vegetative,6.13
+20.821978653795377,34.178895821788274,12.906629434306598,4.9017128284070886,moderate,silty,10.330323185474944,28.94959630336091,moderate,rice,10.577418715598276,seedling,13.64
+18.919010716290984,74.57834140612673,7.726096907352315,4.803405561522323,moderate,sandy,10.142146384855804,25.891093042286883,good,maize,3.021475719773685,flowering,7.26
+32.08573537893176,62.43704000326523,14.489364487308444,6.691683598682885,moderate,clay,17.08883110642667,47.14058559669913,moderate,rice,7.625958086625688,fruiting,14.09
+29.84211549771833,26.65549414812058,7.802512200786611,6.152188140590328,high,sandy,39.81984210412519,38.39029554000652,good,wheat,2.3150191073128306,seedling,5.76
+33.87068645905828,42.82109295532263,4.500532845366793,4.798954429989112,moderate,clay,35.657964137479,37.08515089692944,good,maize,7.357003299233226,vegetative,11.36
+22.73656441115456,61.62977731527743,3.303052960055612,1.152595193416558,moderate,loamy,28.80398651521822,17.770389084046002,good,wheat,2.568338507412891,seedling,3.0
+26.199291409554743,88.18800933470672,10.570605203390857,6.588663531682413,high,sandy,18.69042230020399,18.370328351864558,poor,maize,9.07875494737844,fruiting,14.38
+25.136791908260463,76.6030791691739,8.277528643772827,8.916197266308943,low,silty,24.413588431185964,29.32405423499529,poor,rice,7.933148725290385,fruiting,17.44
+39.60223659916285,69.75065291639464,9.257984470433902,7.925964144345079,low,silty,15.624394126816917,36.09215074608263,good,wheat,9.183990228559638,vegetative,16.86
+22.306223918484697,59.68263119531319,11.4493384453449,9.83454069025074,high,peaty,28.60074542651185,25.81090083290067,good,soybean,7.660424657663146,flowering,17.22
+22.37043095866917,43.89471870513074,11.025600231840947,2.25167804218642,low,loamy,19.659598154511823,12.567410711915294,moderate,soybean,9.453516068387602,fruiting,11.47
+23.863705220715183,29.539592905540893,1.1287678524392912,3.002680475090683,low,loamy,9.207556298477591,37.321157266165855,poor,soybean,5.664859242456763,vegetative,8.37
+29.114852032258035,52.72608276528764,12.137292626777908,5.853407186997812,moderate,sandy,12.528078393432086,40.95005030209852,moderate,soybean,5.275940150169213,flowering,11.02
+21.30806860659363,22.28147951290341,8.224197952249817,3.122935321094258,low,clay,26.304247696787343,47.772099062697045,poor,maize,6.940998308258024,fruiting,10.27
+37.88224850948185,36.88447114134805,6.179773696814204,1.3109480315352084,moderate,peaty,29.30976459418533,26.350708984564868,good,wheat,7.046170936041278,vegetative,7.12
+21.642139121656587,54.59867006981278,8.29403168088702,4.620594485475515,moderate,loamy,8.360758262195642,20.32192221841133,poor,maize,5.3903823820262176,fruiting,9.48
+37.39539328900487,53.488414853753206,9.380546002631212,3.5888026073858423,moderate,loamy,33.29193419752512,47.0323202185522,poor,wheat,6.956066499395066,seedling,8.8
+17.586876591164618,23.54363447975939,2.667841493170056,3.3738476109299453,moderate,silty,33.85215850702232,38.60555366308877,moderate,soybean,4.120827455621686,fruiting,7.21
+31.41406755999131,67.1248122820233,6.552523232233453,9.578555353218238,high,silty,30.30786699969588,12.55945210347769,good,cotton,8.514103667146056,fruiting,17.06
+37.67463796095609,63.9747404682589,5.366000047728665,3.146087046389046,moderate,clay,28.92559870561318,33.201093623924166,good,rice,11.717603514250698,fruiting,14.58
+19.218735959955737,26.248344321673027,5.580929699861557,2.1648931406865803,moderate,sandy,13.115400510837738,11.141066376652446,good,soybean,8.047756130639446,fruiting,9.03
+39.20817400248137,95.45304419683517,1.824356606905969,2.1278733211706604,high,clay,37.18676868447517,19.06096118816972,good,soybean,6.748879152521605,fruiting,7.01
+26.32208401038779,27.95062231606881,2.817730576003341,8.256916661396762,moderate,sandy,14.400074430915636,12.838115567620637,good,cotton,11.049373356280816,fruiting,19.25
+38.64287771102561,88.38673209898688,2.8465649800002097,7.433632670740662,low,peaty,11.387662376111038,18.195655078971768,good,maize,8.588044659521312,fruiting,16.41
+31.920501090751173,20.02477855320048,5.911758776713893,2.16537576010356,low,loamy,27.348691284638218,29.596908122343702,good,maize,4.971509802405392,flowering,7.41
+22.53967174683879,90.58248760363064,13.470127400684476,2.977778069747077,high,clay,17.74365032309173,21.95465939388484,good,wheat,8.205716521284224,vegetative,9.26
+19.70756312292766,21.577578576345005,3.4873968928536687,7.726087075991773,high,sandy,37.6559829631681,13.52050522416263,moderate,rice,9.45759197063622,seedling,14.42
+22.593376155627485,80.62496255136928,6.5347913612846655,3.471547580511527,high,peaty,21.108736296042267,29.282412264171587,good,wheat,9.709927850573097,fruiting,11.51
+17.325435231566875,48.93526490402024,5.018336521837499,9.83387867641617,moderate,clay,10.730149006790384,38.3395333021887,good,soybean,2.0790953906557945,fruiting,11.36
+18.596699158583245,79.05734401090558,11.917058031994404,5.865130599588179,moderate,loamy,38.51350265881978,12.125011441305142,good,maize,9.651419744682023,vegetative,14.83
+17.61651100866203,52.13961643399828,1.2268332686518342,2.728071733690794,low,peaty,23.04018697924328,45.29609830369403,moderate,soybean,9.992372441970732,fruiting,12.72
+25.573588593538943,25.672633786547337,3.3498792352704108,8.729276090614597,high,silty,23.149562368627528,36.12279337043604,good,soybean,3.7504288806452784,fruiting,11.31
+34.889459406439656,81.40053563162913,3.5543023641445184,3.875279913075116,moderate,loamy,18.503094109552656,30.77765902302948,poor,maize,10.50989781261778,seedling,12.83
+18.534588855408504,25.7002148257092,14.897960604541852,3.5992661955794003,moderate,silty,34.25978212598718,25.85267427958384,good,soybean,9.12204843597867,seedling,11.37
+18.2580108293084,93.76963487689744,8.776237760511401,3.946971101063486,moderate,peaty,15.06752672401032,25.73150890622623,poor,soybean,8.196005367577703,fruiting,11.27
+31.085723737933268,24.07792286333291,2.514894833561014,7.913775234007339,low,peaty,5.479839776160008,23.422351226701878,moderate,rice,9.692070376958211,flowering,18.93
+19.929574549201657,58.34602222172124,4.4468875195102,2.558916547443533,moderate,silty,22.404727441853,14.629174193257615,moderate,wheat,4.530632496450554,seedling,6.08
+17.44025095272479,77.84275446806365,2.933420364782401,4.436072022348442,moderate,sandy,37.406041907479526,13.169675496883444,moderate,rice,3.542568384650589,vegetative,6.7
+19.17121445513944,51.45971718336302,2.306766259481996,1.277494955059694,low,peaty,14.56433402905312,22.35321140581568,good,cotton,2.6908613317944114,fruiting,3.88
+38.0932848969194,37.37867796739478,12.059139411914442,8.43963955614647,low,clay,14.320690284270787,36.68256177473363,poor,rice,6.324947952612903,flowering,16.13
+35.53678131940477,80.72727691168217,7.688413115575146,4.066468896763047,moderate,clay,30.833495780541828,21.535774303823384,poor,wheat,7.063538959242014,fruiting,10.41
+23.851614058877352,82.74357638309812,9.65254698430733,3.23355627827537,moderate,peaty,32.143666692246384,42.49059810532661,moderate,rice,3.0358283257055256,fruiting,5.22
+31.39551918318482,93.81559871634936,5.303143081383943,6.219039181379493,low,silty,20.244478818980163,25.2116258072496,good,cotton,5.988808316621768,seedling,10.66
+28.431891841700956,50.09320883448622,8.528578747976276,7.344926953762378,low,silty,34.17751448930626,35.24774339204432,poor,soybean,4.610095993318867,flowering,13.34
+31.9281065870641,60.50013875978615,4.234750971593608,8.316064334646487,high,loamy,11.017657940128917,27.276537681992075,poor,soybean,10.846723501512455,flowering,18.53
+32.06677881156898,49.05027542768576,4.966525986459405,4.130064509491611,low,silty,17.84588806763314,29.913059669108662,moderate,rice,7.725436042729475,vegetative,11.8
+30.718350376499824,40.566545748109455,9.957450193317628,8.310707651341627,low,sandy,19.149727036087025,20.006422795071085,poor,cotton,3.746654145935537,vegetative,12.05
+21.65253421343272,80.08263692300869,2.6800768258288388,5.183929003343124,moderate,sandy,15.94785626222027,30.554763133831315,moderate,wheat,6.851587948127156,fruiting,11.84
+15.975160519070451,47.17214760135644,9.449716957928198,1.9102804079070244,low,clay,12.62081421567004,14.426122813740925,poor,cotton,2.413736182263831,vegetative,3.88
+26.38916954975272,54.25195535938816,12.857404838135343,8.616767344442014,moderate,peaty,16.83523351298024,25.4707032431782,moderate,rice,6.490117731330336,seedling,12.47
+37.2743471172676,52.293892609922224,2.2461367796211515,5.928713038941529,high,clay,5.63011142375152,27.932038551368905,moderate,maize,11.015084997151172,seedling,14.33
+29.2374314629644,77.01289805173967,13.513188568264695,6.4222261475264695,moderate,peaty,29.6172512166024,38.15983782046772,moderate,maize,7.196296876445706,vegetative,12.66
+35.809776042547696,93.4236500888544,1.6519623643339774,9.437421427252618,high,clay,28.93857320856092,26.008847114988093,good,cotton,4.161433706894018,seedling,10.47
+39.7906085740307,73.34048490459018,5.559183790860159,6.032363364453297,high,peaty,20.757633927361663,36.61744022895176,moderate,rice,11.170233923520293,vegetative,15.38
+19.090405103456902,57.7266076875386,9.352385070950922,1.050251776101901,low,peaty,16.302045435298922,16.984645248126622,poor,cotton,11.404594566920512,seedling,11.94
+32.29444097854956,82.33640917911067,8.611514021718785,8.835542569027924,moderate,clay,20.19327375658572,11.0090418413191,good,rice,4.752343731294936,flowering,14.18
+31.857339342500616,71.277705929771,1.897670551169285,3.56275972291114,moderate,loamy,37.7782285596122,30.23789883926652,good,wheat,3.737327232652103,flowering,6.47
+39.49888618395696,24.84882856942508,12.08424093289487,5.515902287056034,moderate,sandy,26.1247697114732,28.95483130406824,moderate,maize,2.9056253249450363,vegetative,7.76
+39.64001834882001,27.65308691350733,14.610722750606165,2.843979423052782,moderate,silty,30.597506053632767,36.790099800306265,good,soybean,9.717377274952993,fruiting,11.22
+32.16696529310323,23.033355525890663,3.1278101931646662,3.6728521160947607,moderate,sandy,13.033086085895391,22.541810501669,moderate,maize,9.149638677315956,fruiting,11.64
+21.090369799554857,56.545306096505584,13.47939906232421,7.179839632603304,moderate,silty,8.316529031382984,11.194614368768567,moderate,soybean,9.674802166946126,fruiting,16.65
+34.96389595326498,86.06827474711719,8.573736910620383,4.866160159341225,low,peaty,7.911472714819088,38.94278419390196,poor,rice,3.620223006045297,vegetative,8.31
+17.675728355275954,45.04665354810817,14.071039683057249,6.644175675232484,low,clay,21.520659875250452,47.68846378729125,poor,soybean,11.741347291359144,vegetative,18.36
+34.51748260429072,50.73281464739853,3.0532463970430364,8.412181221816558,moderate,clay,30.084021826886143,25.770541887769248,poor,wheat,3.917465482255927,vegetative,11.59
+37.75490310361741,92.75816866943126,11.984310201101655,4.067398199677107,low,silty,32.09421339079191,34.44511122263937,good,rice,2.3792236289114923,seedling,5.5
+24.57083486921088,86.95227562533239,1.3668328439573014,6.115060344934369,high,clay,30.214343244650337,31.787488499058465,good,maize,5.932405252093202,seedling,9.57
+30.76588237457701,73.2038489906048,13.306348478639531,7.998291040358226,moderate,clay,36.94668706768596,32.64005834164732,poor,maize,7.545667767512072,seedling,13.41
+25.753568302420657,41.344302567380105,10.275311621894687,7.436108734924372,moderate,clay,6.820085606226516,44.69504853787757,poor,cotton,6.161474731176272,vegetative,12.27
+25.94412637470321,29.36331861507548,5.868694366875236,5.858590923836658,moderate,sandy,34.936882099769065,39.45347089211977,poor,soybean,6.853262137674336,seedling,10.99
+22.759272227703,21.284705814409097,3.2617689407188277,4.450451596546196,high,clay,28.123680846139028,40.791456484305584,poor,rice,7.610847546084436,flowering,11.04
+34.05324051125811,28.56085380835367,12.33972992922447,4.6675178310971575,high,loamy,11.143203920092072,13.601500213773816,good,soybean,4.1090073282978805,flowering,7.58
+38.40441410416263,43.40771548991542,9.246999160224767,4.89821690796639,high,silty,28.883325719316964,15.868298753281152,poor,wheat,10.424597752383647,vegetative,13.65
+38.51877148086153,64.14320508635966,5.72602986774602,4.139609760515366,moderate,sandy,22.911584604814998,36.53218470645385,poor,wheat,4.663453278749337,fruiting,8.15
+19.369532121873345,25.12000662019095,6.935619459636486,7.291680714007281,low,sandy,17.566443628697055,31.61831140967063,good,cotton,11.981853523452898,seedling,17.68
+36.86859124141415,30.898222265475923,12.48486851304946,2.128737270446467,moderate,peaty,13.678535570805254,40.97113281574248,good,rice,11.749346360156672,seedling,12.86
+33.43578603567805,34.48645618463529,5.414444303674582,9.707087086455491,moderate,peaty,21.24540355356564,13.722932791995554,moderate,rice,5.117531098593176,fruiting,14.86
+21.32093501725723,70.5585674386645,1.799673832593966,8.010869517743862,high,clay,13.369642581622331,32.65948484666148,good,soybean,7.293892251680026,seedling,12.17
+16.682115323037863,69.26318391840995,13.713591496950354,3.6834674695009646,moderate,sandy,7.899647938744669,29.44277588839641,poor,cotton,11.274226707562969,flowering,14.34
+21.69993167210945,64.06125810977224,6.116484225041502,1.3829281234357207,moderate,sandy,34.61420204469957,44.18747506232404,good,maize,7.569041438026563,flowering,7.69
+37.80520591953814,40.04011397567517,5.551618911170595,7.401728551410335,high,clay,25.749294364966747,17.48595891358692,good,rice,9.825471192627546,flowering,16.83
+30.829466872394303,49.68957529749856,3.463794473701121,7.609231404728499,moderate,silty,17.728438043591566,23.94852557202352,poor,rice,6.663216622476679,vegetative,13.14
+33.02636652244679,27.73517730701944,13.51262728281101,9.67260349474819,moderate,sandy,20.63379932214642,16.01885843356297,poor,rice,6.704206108865109,seedling,13.48
+21.4288087777274,38.11684830064439,3.653827338473591,3.2833500181764848,low,peaty,35.26895786633909,28.069299979464432,good,cotton,5.714118468262063,vegetative,8.51
+32.98470388937051,91.81641811780644,9.731756586020063,1.7445258118380145,low,clay,16.19452269270503,45.25623250478639,poor,wheat,6.853401075584372,vegetative,8.48
+15.703037656948094,98.37533971486629,13.271092668317491,9.236212819465894,moderate,sandy,18.306056660925176,36.81333910911411,poor,maize,2.5704798041228463,fruiting,11.14
+24.383033644325344,71.81276685122357,1.0062474117466524,3.3278413115149768,high,peaty,31.812814377360446,39.77195130456189,good,wheat,11.68250994551104,seedling,12.99
+30.66883371355828,93.3458633618736,12.51747972685284,7.493783025914936,moderate,loamy,12.018291381963092,13.733475126206942,good,soybean,10.496768195950123,seedling,15.83
+18.652414138533004,71.419352032114,6.45369161450173,1.5459367404491011,moderate,sandy,28.07418933178144,28.081037385223368,good,rice,10.500645842286206,vegetative,10.95
+35.57508936117337,22.65571888843759,10.040631341345572,7.845263244785503,moderate,clay,20.201333191075125,43.54681425462614,poor,soybean,8.788995396525568,vegetative,16.02
+20.875782470297967,99.74100679891272,5.899866166770532,2.143233074234264,moderate,peaty,22.505549795888307,43.4991843447309,poor,soybean,3.929742585036045,seedling,4.92
+31.307027820461155,27.916184134922798,10.584985717038665,7.260277132374431,low,sandy,32.540805446728,49.52080776447953,good,rice,4.137876474664351,vegetative,10.98
+25.12992856438324,74.61134411560485,4.187276261086637,5.791087430680643,high,peaty,39.75963247102274,31.041633163757304,poor,cotton,2.878883796028538,fruiting,7.58
+29.90108988694118,40.226896245983205,0.817992865313246,9.599393174205344,moderate,clay,34.102917340681465,10.082857167416304,good,soybean,9.815484351456972,vegetative,18.43
+17.686263815722704,51.35848903255681,14.242918964425328,1.3322587876960872,moderate,sandy,10.619038822691143,45.96241983639901,good,cotton,10.967457291879404,flowering,11.25
+15.422819998040184,71.67473478407506,0.7373325785812003,3.628438712200523,low,clay,12.859314233413595,48.24786860977784,good,wheat,8.161038531052455,vegetative,11.72
+37.73911068450753,54.91898794461656,12.449439699685852,1.6255802560081942,moderate,silty,19.34756669986791,47.10984814315225,good,maize,10.498689996188093,flowering,10.96
+21.74075021917957,40.04368471449026,2.95249510317587,8.91277871715747,low,sandy,30.172928196535924,40.87645028067605,good,maize,11.058584752743537,flowering,21.27
+35.49192506951148,46.755694950265976,6.187193314729404,6.3451103829499695,moderate,sandy,22.827990786208105,18.47659803615911,poor,maize,3.4674097906987327,vegetative,9.05
+39.98375751180501,47.32384935385411,12.42613945933781,5.814726511221091,moderate,peaty,36.56302363394207,15.56228300092204,good,maize,5.86301509819679,flowering,11.85
+20.28578144997278,96.7459123606571,3.4860161795290074,2.183121029046788,moderate,sandy,6.703641813047421,38.03544013907205,poor,cotton,3.3874560758041,flowering,4.93
+21.62926852958389,83.88904127387607,13.052760280113018,5.401290315817458,low,silty,14.04809425845491,15.616920344168047,good,wheat,5.965501408192095,flowering,11.9
+31.571494690866643,56.683901718352,7.71750461697757,4.588332896582338,high,peaty,12.674505735078604,48.1326265973106,poor,cotton,6.691614603839187,fruiting,9.87
+39.13621586501553,35.985673627309126,5.80922520940051,3.841766813251209,moderate,peaty,31.04598316282831,27.833110831335347,good,soybean,9.100478073202655,fruiting,12.39
+37.8953587047686,84.88128882101248,10.105347327676874,7.949700599487349,moderate,loamy,21.2670041866251,11.2326023994922,good,rice,8.69897735868742,flowering,16.77
+27.57188800163962,32.57459772866988,5.450150968723884,1.551484358501003,moderate,sandy,5.525456424593301,16.023744021118937,good,soybean,11.88917981148102,vegetative,12.21
+34.87775706316812,36.83697737136028,5.535681205447177,6.820171546259816,moderate,loamy,32.07028633500917,21.61924717940249,poor,cotton,4.261144035372393,vegetative,9.87
+18.393646327497528,49.28107134721209,11.136132668605397,8.406937280819907,moderate,silty,17.663110463593508,38.15018807748501,poor,soybean,3.548631614366113,flowering,12.29
+39.43595460510031,90.4278556681592,4.992567255817064,9.16576554574292,high,sandy,14.116112546179842,39.49169299194695,good,soybean,9.276952013405522,fruiting,17.55
+39.10883085089967,30.54293349072882,3.411203401139164,7.713249352798692,high,loamy,11.395118872791356,18.521008126153987,poor,soybean,9.029066158936711,vegetative,15.12
+19.093223946979272,29.778735428362086,12.210868855950295,3.54210110972394,moderate,loamy,38.11042653539492,35.94222126104266,poor,wheat,3.352007446448822,vegetative,6.06
+22.485578120077665,59.51799906442128,12.17787998904486,6.40456714471333,moderate,peaty,37.97133096738136,11.27309473548426,poor,wheat,10.17760929208148,seedling,14.28
+17.503874937669174,42.11284328749397,7.714992703749605,2.272632498229197,low,loamy,7.679351086360084,14.114117006038924,poor,rice,5.429970631413947,seedling,7.08
+21.79293997245449,65.49823533185278,8.136506434362849,2.053545613702984,low,loamy,13.1468575878522,31.40042699764915,poor,maize,6.711300826178677,flowering,8.96
+35.39889473538017,56.13093477465788,10.59311107363076,6.747617279246631,moderate,sandy,27.614176272899623,38.152945595446695,good,cotton,8.868414396938945,fruiting,15.23
+24.45789017913149,54.79672850809735,7.884477230555285,8.659968891257826,high,sandy,28.464863043241,46.57469029074963,good,cotton,8.073357050623391,seedling,13.56
+17.20992417866896,28.95783763895946,6.547079405053871,1.6052331312965702,moderate,peaty,19.61851103455099,27.51009905147852,moderate,wheat,8.675135003566757,seedling,8.92
+23.55563811947261,31.28397521998721,14.925965802802814,1.9540335891996885,moderate,sandy,24.8978450234275,14.798122433947729,good,wheat,3.146805688818767,seedling,3.64
+39.534583356032,85.68628619574801,2.6407862038621044,6.090465766864212,low,silty,29.59207041233813,47.15906523457982,good,rice,4.880557090890158,flowering,11.81
+30.742089881480076,90.87061900573956,9.09455569897798,2.963906749174062,moderate,peaty,38.26782214239281,27.497507411783356,poor,cotton,10.122815992021536,fruiting,12.39
+25.404023660153943,38.77468263082002,13.345013878097074,6.50636310499883,moderate,silty,30.378829044337333,29.898924025822176,good,cotton,11.301296520521833,vegetative,17.01
+19.16346283743175,29.07684012198153,10.464618097126165,2.930894427298059,high,sandy,8.859472083455955,44.1771801761268,good,rice,6.135518867151605,flowering,7.77
+39.65441993209237,24.27333375476085,13.273387836779458,2.0483377687545348,low,sandy,30.12463149604829,33.43118774423718,good,rice,11.622120736085774,vegetative,13.39
+35.521225231578214,68.66380909935174,5.3768534451427525,5.910174839483446,moderate,peaty,7.37042149886993,22.05801019113372,poor,soybean,11.314694958799627,seedling,15.18
+22.036932561272984,77.22825700001644,4.443898155773469,8.75975624229357,high,loamy,22.587753295270865,31.631217509379027,poor,rice,10.509292092364,fruiting,18.14
+16.751717393029736,49.824799136256445,12.84344961008052,7.166097749354769,high,clay,23.441333432301224,34.99444391060312,good,soybean,9.504631249531291,flowering,15.96
+16.415638934438952,74.37406939925117,6.214661354689178,8.368526237823682,high,clay,32.239264699712535,45.59199558424665,good,cotton,7.307801152780812,fruiting,14.64
+18.009453737638346,77.03670524476209,10.790393684331011,3.397016569510434,moderate,sandy,5.4045527291831545,19.393378859368937,moderate,soybean,4.127611928829197,flowering,7.3
+29.51921459036054,94.82738251175245,2.642354387004657,8.973807861673231,high,silty,35.616322348509414,32.375161224528746,poor,maize,4.5429352682575885,fruiting,12.34
+38.219085530137306,25.18989102680858,11.459652817961784,4.393352571186436,high,peaty,28.23596553978105,46.81996154355439,good,wheat,3.611912104684899,fruiting,6.67
+27.418585700149613,35.383337858486385,8.460248410860606,8.672029010712942,high,loamy,6.091679749376572,11.818911621243869,poor,soybean,10.483667671811842,flowering,18.85
+36.07363706140493,25.48207900775905,4.394868778701683,5.240580311338535,high,sandy,10.601059657997286,17.782712513440515,poor,maize,2.063872015200779,vegetative,5.44
+26.1471654964952,89.43951466688884,7.6703074774041236,3.410718826244466,high,silty,6.383113549189838,23.85259657526649,good,rice,4.668628142143415,seedling,5.9
+32.71458864419563,83.40697280268549,10.6056825746757,3.3423294792411364,low,sandy,31.80788601579921,37.13873598275436,good,rice,8.053772775103756,vegetative,10.92
+33.296818432162524,65.97136564974713,0.6723529282870633,6.109010959281876,low,clay,10.98167823430323,43.67389088619588,moderate,rice,11.858778323929943,fruiting,18.3
+19.34909264758347,26.69307280409465,9.743272352804878,1.7110924318616123,moderate,sandy,6.59599942832828,17.96683395354767,good,rice,4.979668155541775,fruiting,5.34
+24.03040147439529,41.86498869229757,8.353066284962479,9.370505751296578,moderate,silty,9.829570613873614,19.86817912129819,good,maize,4.105715436267196,vegetative,12.35
+30.9325539134506,43.81758784468136,3.6941494323276234,3.443171461286821,moderate,clay,24.58449513723313,42.93141744900406,poor,wheat,2.753989690981196,flowering,6.1
+16.767415204609154,64.85945568123337,11.418225572654851,4.0206233606126975,moderate,sandy,22.342028384309543,15.933740262983918,good,soybean,4.8406310127334935,vegetative,7.49
+24.038504694073914,40.64351152293724,4.900184277181417,3.0997139836710947,low,clay,13.619007354682212,20.44707770313459,poor,wheat,10.267987309259802,flowering,13.84
+28.369986657029813,25.83678911303639,4.514483507425189,1.0270716450464925,low,peaty,38.00273482569452,39.30774343644638,moderate,soybean,3.310457481550642,fruiting,4.34
+39.90561232611597,78.46098414826395,7.332666060490179,7.2329521312791805,moderate,silty,34.91831029898593,16.64635179838173,poor,wheat,3.4846210522244863,flowering,11.31
+26.863339065561014,43.92641693243291,10.304170337124289,6.314976109308012,low,silty,16.006132886766412,43.12134098739547,poor,maize,3.4277801558790197,vegetative,9.36
+35.40141892785809,56.18993416186405,13.968266650205688,8.28680086177404,moderate,peaty,21.610017619004527,29.620663905560264,good,maize,3.163522468797493,flowering,11.38
+25.801682126665444,30.21333079858443,2.5496800254155074,1.3690969610588244,high,silty,23.08881172963189,27.90288302362736,good,rice,6.530013839553282,vegetative,6.0
+34.90976806549273,84.20386427156637,6.248787750900138,9.357900802599882,moderate,silty,31.46615212200508,15.410208060891378,good,cotton,10.27565393311354,flowering,19.92
+29.88537004050271,65.24255015392461,1.471349091433134,3.97798246054329,moderate,sandy,19.978129419427795,37.18633143584816,poor,maize,6.595836852523164,vegetative,9.26
+37.16488603755996,92.12685009678904,11.498985838340266,9.217628762552144,low,loamy,24.126476786362687,45.36004152723861,moderate,maize,7.439915498351056,flowering,18.49
+25.273563808752748,59.63772504522667,6.992126900379731,1.964183338607856,moderate,sandy,19.43979474977373,37.684315371498734,poor,rice,7.718461747764124,vegetative,8.66
+30.10761049553697,95.3140537454304,10.750472460228684,7.69528523322677,high,peaty,31.698728393088853,22.67538411387408,good,cotton,5.853802894018691,vegetative,11.91
+30.750467015470683,91.34945635050607,5.171819147656166,6.214224082890939,moderate,peaty,24.457689513080133,37.951946648358,poor,maize,5.391336700454103,vegetative,10.3
+25.434573545011837,66.11678851673872,12.74260000039169,4.2237209372732565,low,loamy,33.97232135503434,30.39769836800333,good,maize,8.327565288007385,flowering,12.85
+18.60780109218704,94.71147505198908,8.255007134481662,1.7122815633971735,high,sandy,6.8807526055401365,44.14921753393504,good,wheat,5.502036038632831,fruiting,5.52
+17.33898517280839,45.84709978356418,14.182313416443,6.442628588620665,high,sandy,36.65072262653191,28.38588397051876,good,soybean,3.169933672338183,seedling,6.78
+15.416788764990828,49.251373016336906,1.6428122675884955,1.2379589476652175,moderate,sandy,33.678665574195804,19.492106075620228,good,soybean,10.627202915482773,vegetative,11.31
+36.83835660613036,23.63823610448296,7.957013955860078,5.511538892314068,low,clay,33.647664365061075,14.050248856031358,moderate,wheat,7.86565122815745,fruiting,13.47
+20.911872805967363,67.13607254110825,11.61360106696663,6.437877182142895,moderate,clay,9.910809376377422,21.242670473111826,poor,soybean,10.285980132729875,flowering,17.2
+20.287668732044203,77.75391759431467,9.202213397067412,7.592713725587698,low,sandy,14.221550619665496,32.54159543338781,good,rice,6.772438397020872,seedling,12.75
+33.400885010651635,81.88153521936826,0.83631503618922,9.922011708023613,high,clay,39.30915689898364,16.801701223688134,good,cotton,8.43469988774479,vegetative,16.61
+23.000402827184796,31.985302883688263,14.59891083598627,3.340843421569884,high,sandy,38.25962709062528,11.590445357262436,good,maize,11.194861241162489,fruiting,12.83
+27.65111731029592,55.532725785000025,4.824823549600527,3.901508392361276,moderate,peaty,12.92906356162995,27.953722086825053,good,soybean,9.488149434610383,flowering,12.65
+19.062776632436407,34.14905696751325,4.11452906231254,4.070308121280928,high,sandy,20.15159345547454,23.89728474407883,good,maize,5.507849766570123,fruiting,8.3
+38.99364303654923,72.97018790833991,7.5420681962954035,7.584244406729516,moderate,clay,10.45800876324425,26.81562500133442,good,wheat,5.283762804927861,seedling,10.28
+36.28953500043093,32.63570979374145,8.36129255908856,9.386373414305025,moderate,loamy,14.19233601618769,28.16533642459238,good,wheat,4.724381863535406,flowering,15.08
+36.59474057412508,92.333094716486,11.611177995052469,9.768913746234029,moderate,peaty,11.465497263599552,40.64281882928013,moderate,soybean,6.759311939704008,fruiting,16.11
+25.16934371430013,38.45077165291307,6.202468036055342,9.512302299023162,high,silty,7.832796103732393,48.437074211613,good,wheat,11.201033772856295,vegetative,19.04
+34.05903034267932,43.31218130305959,6.879425458702077,8.914447069437191,high,loamy,25.28176030643236,20.49137749250141,poor,soybean,2.176782075573242,flowering,10.93
+18.596903884744503,88.07250577207998,8.25691878104055,9.91879636438568,low,loamy,13.427499246134149,47.69595518083143,good,rice,9.606511572838231,fruiting,20.34
+15.215475064794507,56.67740881165791,6.218612946253789,4.383511541510472,moderate,silty,39.72841585380949,19.13502480953837,poor,soybean,5.52437951668699,vegetative,8.98
+15.499323314450702,21.919675664005844,13.760947146966762,9.534891879988358,moderate,peaty,23.04039128255976,40.19780426387825,good,wheat,10.10110711933748,fruiting,19.72
+29.66504343511401,59.56690009621166,12.843153516196656,7.849179661563205,high,silty,17.56830121534958,37.25384194017859,poor,rice,6.3385976997300855,flowering,13.95
+26.38487263119852,26.763466830409843,7.097118578629236,2.516138735751804,moderate,peaty,36.96067599909826,12.088888659117584,good,rice,9.220761791080823,fruiting,10.89
+27.950383722712992,98.82757749498484,0.5028255038910985,1.409186690894821,moderate,peaty,26.72611619666313,38.9968721212995,moderate,soybean,10.37868829165031,vegetative,11.09
+15.186578510430484,67.04892563644819,13.563550185174568,2.9303556208329,moderate,peaty,9.447758670851012,46.04490766686543,good,maize,6.703148955506533,vegetative,8.22
+25.567165491435645,40.522609408878274,2.302880314872246,8.008760118588636,moderate,loamy,22.42371597793263,47.20889186980357,moderate,maize,9.322128702589437,vegetative,16.38
+32.95170403002152,65.09741436380942,4.04543002031367,6.685271931032958,moderate,peaty,20.43777027668605,37.40773617580655,poor,wheat,2.683862780580124,vegetative,8.86
+26.06734254918589,26.149368270540386,2.709238623298274,3.0192063161201665,high,silty,31.779622394288428,41.463521460163626,good,soybean,4.979123906395423,seedling,5.97
+33.30548015780556,83.99130434150536,3.1073257647248447,7.677293090242234,low,loamy,29.28221850957581,12.861674000745907,good,maize,5.223661282078556,fruiting,13.42
+20.82547410992087,94.02624430913308,12.141724299402604,2.271900154943827,low,peaty,17.97769618008566,16.450105845532995,moderate,soybean,6.755775196974357,vegetative,8.99
+35.32855011204313,89.95555105649277,8.9027709041559,8.39657254472825,low,clay,21.43177623421235,20.49918649780168,moderate,maize,8.46854904893625,fruiting,17.39
+29.71078101133631,47.340608183885024,14.363379865317553,8.14744878373659,low,clay,23.157582221578597,31.253534913346837,poor,rice,6.70137489488708,seedling,12.96
+20.26907748574765,46.06144957146948,3.8560759286938886,9.753183736354435,moderate,peaty,19.7861325970813,25.449789819798248,poor,soybean,10.431608006655926,vegetative,19.11
+20.918011896345824,22.807008897304,7.541706167902893,2.3525160816638637,moderate,clay,8.770248091117011,36.28540143287248,good,maize,4.581900743011372,seedling,5.46
+30.700761614238424,72.11202869607334,14.672711351695815,9.159516949731405,moderate,sandy,36.690605791455496,27.827551479443212,moderate,cotton,3.348665381583096,flowering,13.26
+35.74848983031109,62.7923827351836,12.48343095698416,4.069923973496547,low,loamy,28.53959969530634,41.00088961402616,poor,wheat,5.708341435134166,flowering,10.1
+25.39069455072888,56.74770970618731,11.06492734724712,4.744538783157805,low,sandy,21.440208704670894,38.54352328014225,moderate,wheat,4.424739863823888,vegetative,8.9
+21.457510728189806,92.61047626677656,3.240140419876483,5.216005565980925,moderate,loamy,24.935543103720025,39.891255904628224,moderate,soybean,7.934812951119403,fruiting,12.59
+36.67529017276501,33.43031208662771,11.656378313190883,6.642136478823002,moderate,silty,12.460726604281314,43.15395214604416,good,cotton,7.70294594960041,fruiting,13.77
+31.731707293770874,20.773301335214587,5.539694277640807,9.952870331062384,moderate,clay,23.569471647250317,43.36889659524662,good,rice,9.36824962989514,fruiting,19.65
+26.20213718207691,25.865316169661234,8.192785007177985,6.3996292274970985,low,clay,31.11097221938856,41.182095220137,poor,wheat,9.860506295696483,fruiting,16.42
+27.197504881982542,37.86971502618951,9.332837589073332,9.340442785363663,low,clay,23.67860275797291,12.637063289175302,good,soybean,3.4191043063846296,flowering,14.43
+20.10641169840991,22.66284394107656,9.335773817101684,3.295253818762507,low,peaty,21.82328804298172,34.928134059045846,moderate,wheat,5.4449441321712495,fruiting,9.01
+30.6700657516211,60.22749685145084,11.034590342745988,4.585704956336347,low,loamy,21.183498467232877,10.7915772792704,good,soybean,2.786943328931617,flowering,8.04
+23.968562763572216,45.127236418686245,10.094680343311982,5.540495764947227,moderate,peaty,31.65679776258445,39.75036158539218,poor,cotton,8.797232484525248,vegetative,12.85
+39.89112941685873,34.43864064545061,1.4913777500035523,3.906117908080037,moderate,clay,31.366888435556387,12.4423095970351,good,maize,10.014192758839432,fruiting,13.55
+27.004587881547195,80.00672599589296,7.131531876262056,9.791803926678972,low,silty,31.252457978007214,49.328599803877104,poor,maize,11.614817180475058,flowering,23.3
+27.147140154740327,36.3561060986024,10.128313297439698,7.531151985075044,moderate,clay,13.615949926927616,34.563128374638644,moderate,maize,11.570093480217954,flowering,19.39
+29.146294685266795,75.00840807950345,4.791898241403065,5.309932169643041,moderate,peaty,26.62632387528325,17.2799238518154,poor,maize,8.318098623607284,vegetative,12.56
+37.91890007796867,47.94119246781111,5.039321964637651,7.761742310888144,moderate,clay,32.26175595534288,28.73118038259212,good,rice,9.393323225164451,fruiting,16.99
+35.02045249649376,60.94622085300436,2.3062294424419254,5.206982491743861,low,sandy,24.666299427729108,43.06707902877695,moderate,soybean,4.087039014443233,seedling,8.08
+26.27825174494604,94.70936318810558,6.569917296635403,1.1550279463113342,high,sandy,32.26420719522308,17.19991852993072,poor,rice,7.829817170906012,flowering,7.4
+32.9674816493199,22.988130785265028,14.809041297439531,5.888740670293025,moderate,peaty,34.904118941148425,31.47101881769973,good,maize,5.308316615103988,flowering,10.72
+29.65588746951904,60.02116059819695,4.637130738676542,6.626666968850814,moderate,sandy,11.086152084619794,10.143230703036092,moderate,maize,3.090377803891566,vegetative,8.93
+27.309176217531224,88.35383682620946,8.205834943948421,9.830866768467056,moderate,loamy,15.721928894350675,41.537049955000384,good,cotton,6.905517817771631,vegetative,15.97
+19.807894319608764,67.03793986962788,11.276940165296724,1.3671356343455592,low,loamy,26.045837538409685,17.784304046093272,moderate,wheat,6.210820870889867,flowering,7.48
+26.59840658637227,42.14964135721253,0.6957104278219246,5.608872617096204,high,peaty,15.138743522134604,25.48712766678249,moderate,maize,2.691879067360269,flowering,7.61
+21.14546467556437,51.814490811602745,13.556373614175332,1.8833928103752564,moderate,sandy,37.94848822198033,31.20974802294406,good,rice,11.543946772611395,vegetative,12.23
+37.871053746291366,74.42125029828597,6.1049776785116086,2.340963114138644,low,loamy,11.794698397617228,15.794461804154402,poor,rice,11.564381972470017,seedling,13.3
+23.385170337408677,91.26495154510424,13.102181807309242,6.494170050716284,moderate,sandy,17.493179226142512,47.06683387308004,poor,rice,7.587556754773932,fruiting,13.9
+38.80660036333431,23.28530989972893,1.0647410540424316,3.084109410398476,high,clay,39.80072058988572,28.752245550794637,poor,cotton,11.443857327182824,fruiting,12.85
+28.32638225236778,25.723105751230115,2.6121215020233,7.742567001655221,moderate,sandy,11.621361112551398,19.27134249969008,good,rice,4.582038902920623,vegetative,11.42
+30.788609466904006,46.004121888767,5.176677089924609,5.627788233357455,moderate,sandy,20.70861978201964,39.40571083681365,poor,soybean,9.915117339042002,seedling,13.9
+28.573511112233195,38.62237475499832,5.509195709417542,2.9639159664916352,moderate,peaty,15.982380456026132,45.76853709298243,moderate,soybean,11.491591624851743,vegetative,13.17
+18.23451542416752,41.194470897792485,12.79301623390624,5.444125098409585,low,clay,33.34297166922384,46.50683659761735,poor,cotton,5.952906441445151,fruiting,11.49
+24.395530475198527,37.70159989007048,0.6624161731294105,1.0079355421730865,moderate,loamy,15.645153384130856,27.245357587268472,poor,soybean,5.024920943021599,flowering,4.98
+17.478652806940598,35.66600390841262,9.796120758810352,8.764660392920568,moderate,loamy,10.650013408966991,24.378450952877444,good,cotton,8.94574337019859,flowering,17.86
+30.57385110458454,30.44991734954334,2.404030324588979,1.1141053935018652,high,sandy,37.65972956271271,47.17029670394405,poor,cotton,6.737695534350829,fruiting,6.08
+26.17185488001097,94.71633054361904,12.436626935310215,1.0630890324296427,moderate,silty,16.10908316635515,12.113526404616914,moderate,cotton,5.785362581674169,vegetative,5.46
+34.449624289273416,31.535157112492243,11.789312356389727,6.503535488616824,moderate,silty,30.96116356979562,40.02160426881147,poor,soybean,9.777948637839074,seedling,14.37
+20.511762024984247,36.352301981242896,7.748854897462409,9.761688332110744,high,loamy,15.169870383762191,17.100353049836116,poor,maize,4.392714434291374,vegetative,12.62
+19.11415146073337,39.70125791846286,3.58396476992944,8.703401359185808,high,sandy,11.250357101848108,28.62005166004334,good,soybean,8.881749339929833,flowering,17.17
+25.158305774094195,94.64118985043363,9.700183169000566,3.2681702133050647,moderate,sandy,33.08442638979242,48.14769006130422,poor,cotton,5.876102601958381,vegetative,8.19
+38.16463458045953,80.45713068808678,2.765745606035862,2.770001300329171,low,clay,6.945369555612928,33.2459250360969,good,wheat,4.613170351479532,vegetative,7.37
+32.76054537531029,83.17595442524117,3.255344992593475,6.635009625701099,high,peaty,16.619049996243774,30.937630050342072,poor,soybean,11.310382018441526,vegetative,16.18
+25.47309061982297,28.380660763079845,9.587003582267686,8.403739723198697,low,silty,32.30285836536186,12.4720303436996,moderate,wheat,4.4790396260907706,fruiting,13.36
+27.93180424385776,86.90479000125373,14.872812468285051,4.258708038100268,low,sandy,22.92481325577444,21.09362188399177,poor,soybean,5.868339149495267,flowering,10.68
+17.105325279427458,52.65544654539344,13.42038214016192,4.891191313303683,moderate,loamy,29.135083614071657,10.122044116933102,good,cotton,8.210916214368622,fruiting,12.91
+39.61439740940283,41.0258420969911,9.100056686413318,2.0394056230997606,moderate,silty,7.338591752776461,45.00022939032833,moderate,soybean,2.610889074404154,flowering,4.15
+31.66018261737297,66.06000668162484,8.308783147127645,2.3754377912982325,high,peaty,31.24334968379685,35.794187104348936,poor,rice,3.021443215264698,fruiting,3.88
+22.135101711585563,85.77463246533871,14.976580760117574,6.115164355234188,moderate,sandy,11.017914195974845,14.721106610446189,poor,rice,8.289406510149647,seedling,12.56
+29.645209855381108,82.29217208599275,8.437258640691459,1.9239053117359328,low,silty,33.30464126517493,24.538907559738377,good,cotton,7.911919419739748,vegetative,9.74
+17.73705915172485,91.19979860649056,6.591689568411937,2.818415123163109,moderate,sandy,24.746115206939365,42.456613647840406,moderate,maize,8.02665639445846,seedling,9.26
+39.14591672018959,94.25057488123552,13.688555268742451,3.112093216106957,moderate,peaty,30.87066363151418,15.612127929506292,poor,wheat,7.93185258980318,fruiting,9.88
+19.36962469708415,39.049765714219966,3.89567229010468,4.995320798922673,high,clay,12.449144203033512,19.210612171646847,good,soybean,10.34648642735541,vegetative,13.71
+31.200757951380357,53.90863153354174,1.9141268593037304,1.4105076771127258,moderate,silty,18.839892725357423,31.656260924852557,good,cotton,5.303998508749197,vegetative,5.92
+21.136361563473265,21.1702831364056,9.69430549824654,5.497938745236447,low,peaty,33.0724266359271,15.797865851303726,moderate,wheat,3.75590819058738,vegetative,9.08
+32.939034566213394,90.3457327412048,1.8898196896468604,9.358069657546734,moderate,clay,36.87815730064083,25.30825355952096,good,soybean,10.97426743526696,flowering,20.88
+34.42053418100703,32.36577211798141,5.910653785817922,1.2201729500716536,low,clay,12.930026835390985,49.28510911830302,moderate,soybean,7.594769442853293,seedling,8.38
+31.835493222785814,88.91798498741554,6.641872090934948,6.678863786867188,low,peaty,32.76877809894347,31.754053181097717,poor,maize,9.88967343530398,vegetative,16.53
+30.362486506379813,46.350985758927706,8.43930197221388,8.52258128636388,high,loamy,8.799431242718363,38.06111124990124,good,wheat,3.9194972110739608,vegetative,10.88
+37.31172734880029,49.45068719849105,14.879063413345454,3.8121475829425946,moderate,peaty,19.901203153234565,36.53124193005276,good,soybean,6.636987741936824,flowering,10.24
+16.965667774743952,23.130580358708748,3.7042349883311214,2.183666905173024,moderate,sandy,37.85518832796919,18.46864099732533,poor,maize,3.182310331111359,fruiting,4.43
+23.27286914450488,46.15030318122557,5.948467488350224,1.3900580884833675,moderate,loamy,38.079776999062645,43.84453547648658,moderate,rice,2.989179736328315,flowering,3.07
+21.20718699077115,91.06909462410113,2.4174818039545416,6.795127534922223,moderate,clay,15.38387707137995,14.882006205473951,moderate,maize,6.542050464965771,flowering,13.73
+39.70034905163554,22.04379208972833,9.310396127481903,5.970109422061615,low,silty,11.751969230367289,46.86380540672789,good,wheat,7.950835047406535,flowering,14.99
+24.73474449167184,52.50619784373803,11.051261143463586,3.063654895527978,moderate,clay,10.232022966223692,18.642875130301967,poor,maize,11.27558559231832,fruiting,14.09
+33.31531748100997,22.51197038501929,7.490113936920244,8.484555768685732,low,silty,21.830633874983626,48.189771459297305,moderate,rice,2.4882953324893835,seedling,8.96
+32.11812909702512,49.67387400872519,4.06455339020458,7.619557169371091,high,silty,8.222688917564652,41.91853852586712,poor,rice,5.726417183963645,flowering,12.52
+20.302030936934443,33.8112512624233,9.50287990313534,3.4878590648810484,moderate,peaty,17.489856835928883,16.839329678203807,good,wheat,9.396410816377816,seedling,11.0
+20.97494200528878,40.17747146146976,8.317786988848319,7.780267205781705,moderate,peaty,5.595389080830024,16.416107623094668,poor,cotton,5.039734076725917,flowering,13.29
+22.032114088825853,90.20786985291352,2.982192989353907,3.204947921506953,low,clay,14.078933884449397,13.381177565066771,poor,maize,9.529268340985192,flowering,13.22
+25.27818195648448,54.88393764975128,6.382387557280889,7.077407156797248,low,peaty,36.509691566350654,19.894215574255355,moderate,wheat,11.504279344689689,vegetative,18.35
+20.85812664126317,41.903839312152975,6.810357828710327,2.066905369664915,high,clay,20.644243766651357,36.36427023711608,poor,soybean,7.885371688555958,vegetative,8.33
+15.491287068671197,67.14707023604382,14.747957429685776,7.230155169998865,high,peaty,7.581090600650773,30.81209837420846,good,maize,4.50665705396245,seedling,8.78
+36.984826420179886,31.36855678660659,12.814644566255064,3.1489697708403424,low,peaty,27.639287575131466,34.5340315959223,poor,rice,7.951362053596847,fruiting,11.35
+39.1402457845221,40.75132859366847,11.14837642996711,6.152224188175427,high,silty,38.447174624190765,11.245624164894297,good,maize,5.033125405922261,seedling,8.5
+23.5392596757892,63.69983740823108,13.387266869792738,2.5521748016669425,moderate,loamy,21.2192668681984,13.198855257716172,good,wheat,3.6938237581649993,vegetative,5.48
+23.462671985636824,39.00184334784551,11.164523884516369,7.533702528111571,low,peaty,26.850075117769933,37.67896184633568,good,cotton,9.926418138218777,flowering,18.45
+15.177295319359274,74.33021899206986,13.599326899323133,1.5479161695374652,low,peaty,37.1796302389647,43.91633373528287,good,cotton,8.629060059017576,vegetative,9.97
+32.00626720825935,59.31930418076181,1.2910201657528655,2.488760081224469,high,clay,19.66847983635863,24.37687107588813,moderate,soybean,10.50010984454345,fruiting,11.54
+35.63599739371572,81.75912562037527,7.11296003437029,2.6572283188375283,moderate,silty,28.260538202222516,16.65929631905061,good,wheat,10.72030230210147,flowering,12.78
+18.66520750900008,95.85956285779748,11.330025861006586,1.372092272685987,high,silty,20.42464959973295,22.334220669209245,poor,maize,5.566483661789018,flowering,5.22
+18.99165873417877,29.26439114779262,8.957789050845196,7.705112645442211,low,loamy,38.674584178399314,26.48119860535068,moderate,rice,3.125248953506733,flowering,11.83
+34.75208124928594,46.77320079876359,3.0399093801864066,9.828572542659394,moderate,loamy,22.63305505402531,35.205437117513384,poor,maize,6.714911414459031,flowering,16.88
+30.40726870885361,45.56392503027253,5.437135254663747,8.005580095705142,low,loamy,35.99785131658007,26.378936983421177,good,maize,5.545310366464962,vegetative,13.31
+16.121513940692925,32.09463354698034,5.107728437887023,8.74568765910156,low,peaty,22.751947445575144,45.88164498282195,moderate,rice,8.332985711191117,seedling,15.19
+30.56367476155704,84.82425098667767,4.289530241172872,1.0540689430444945,low,clay,28.39351289782264,26.048495789159475,good,soybean,10.42978179895222,seedling,11.06
+22.72294307109415,80.7902963231032,5.475465525952508,2.060829673971339,high,sandy,18.51495205170302,17.254940758555833,poor,cotton,8.115315286695234,seedling,8.47
+24.218128886771147,58.75403766675192,7.9653726826862545,6.031183053653762,moderate,clay,37.11442733541786,19.93378426792296,poor,cotton,2.107757089162253,seedling,5.88
+34.243285457422004,63.02166222356877,12.895600859357502,9.800819963147507,low,silty,27.642975144593784,28.6066504806384,poor,maize,8.034252116050752,flowering,19.4
+35.273379816815265,24.7635310401997,11.259473604709466,6.946416379433833,moderate,loamy,5.696931545925216,41.29850699605053,poor,wheat,3.291018337607215,flowering,10.7
+25.00891567099577,64.44058818616365,12.611120708235388,4.367230243642699,high,sandy,5.547441073068394,44.776274659007264,poor,cotton,5.166848880430124,seedling,7.44
+38.67882340015887,83.30732192157092,13.312254296164753,2.315343749333133,moderate,silty,28.666213143780706,17.41162877614014,moderate,soybean,4.402931488362662,seedling,5.8
+25.161567948801803,65.90620588670858,6.5341816134153055,2.3755212494438567,high,loamy,8.999410179369573,10.1388763087391,poor,soybean,7.028373446935764,fruiting,7.61
+34.29590088075275,41.22450960963352,5.517381118387834,4.264778820851054,high,sandy,30.06575444449533,44.77635246801761,good,rice,9.872635976270276,vegetative,12.31
+27.09693161410648,73.40386178674697,1.3355390344203464,7.424291776096066,moderate,clay,16.27058729245116,19.127858683012807,moderate,wheat,2.3816193676061808,flowering,9.96
+37.4383081630521,48.919074397219816,13.992128517208297,1.286373619224196,moderate,silty,23.862188733203958,42.86650959212034,poor,cotton,2.5773162351180163,flowering,2.6
+37.69403109125447,63.58986274285882,1.454433760103087,8.669598323154746,moderate,peaty,11.10398556367624,32.02991637771272,good,wheat,11.590958468039757,fruiting,19.69
+17.185420196777095,59.00522906231398,11.24646497287182,9.473962921208251,moderate,sandy,13.617762944162555,26.16462171953122,poor,cotton,6.394625246268886,fruiting,16.25
+38.41233328275564,50.49400007721441,5.982570414751014,8.999348144777482,moderate,sandy,20.292121297059843,15.870283542243202,poor,rice,9.402197725322182,fruiting,18.5
+35.63837103801039,77.51023843153081,14.2573212302382,9.217242184572036,low,clay,28.291715202771293,36.88148360331667,good,wheat,10.759904957751267,vegetative,19.71
+34.78276785781667,90.71008895887054,6.584229303544871,1.1380535147643736,high,clay,10.450607282315437,42.72629471798611,good,wheat,5.8173907823130815,flowering,4.96
+20.02278349213806,20.417001478153995,12.340821094643388,9.800130843549065,moderate,silty,14.844909752532606,28.44376461733836,good,cotton,7.481716765668638,fruiting,16.67
+35.127980218866625,94.68932153842938,4.59849506637331,4.297214034013139,low,peaty,12.243684066181522,27.85421391577985,moderate,maize,10.655726648214728,fruiting,15.28
+36.25331836712592,60.921210886658,4.836786400035777,8.823530065286572,moderate,loamy,35.19360080731584,40.2111639621188,good,cotton,7.995230068369103,seedling,14.18
+22.228758361353773,76.05855042906121,9.135031443237295,2.681279836296528,moderate,sandy,27.68022727118724,30.0047445206083,moderate,wheat,3.8839757046826966,seedling,5.48
+38.806501959058096,88.44996529407017,14.97074818875837,5.018731683960132,high,sandy,21.397350790032387,41.42450338996552,poor,rice,7.988296819445436,flowering,12.05
+16.246503659979105,57.36829538514159,8.004800060698347,1.3974794976157898,moderate,silty,38.14300689756991,12.164656786539997,good,rice,11.662352303330016,fruiting,12.44
+18.747731331178493,86.79792586919122,14.076475227702712,1.3606839715854453,moderate,loamy,30.75392033875853,44.3052246887048,poor,maize,11.8631962187291,fruiting,11.94
+28.439528451287856,34.20958555641618,11.900622509606553,9.489484906926744,low,loamy,37.62791397879789,20.48282577328763,good,maize,11.085493900666012,flowering,22.08
+29.394811778057743,32.733402758385154,12.040032555569908,8.29545951276135,moderate,loamy,25.915753607901344,16.767784939050454,moderate,wheat,9.219346527278674,flowering,17.83
+31.128752082522585,72.59770950849229,6.82141984236708,5.76843439972414,moderate,silty,9.831991895192324,11.29174029879544,poor,maize,10.819647678679996,vegetative,16.0
+15.424228232886662,89.61144044413898,6.104862627505609,5.72912356208084,low,sandy,28.639948725582816,43.36292396173087,good,rice,6.102330308782546,fruiting,12.04
+39.009169365553255,91.39409420288317,3.282866217316823,7.738791566285677,moderate,clay,12.052190622989809,12.404611635028957,good,wheat,5.417405391949121,seedling,10.62
+16.1147023183536,71.49923667017973,14.477148371262976,4.07501903413441,moderate,sandy,17.108900708370754,48.1772166326956,moderate,maize,11.949597069428004,vegetative,14.75
+18.576548818085055,62.0391384167454,14.41120738043539,7.856823482757568,high,clay,22.83662768345157,32.59368064341082,moderate,rice,10.821544636187964,vegetative,16.71
+15.350362938151424,46.511447015721295,11.33248214749765,5.365075419939451,moderate,clay,10.507809372159524,37.9473273970863,poor,maize,3.145854928290309,vegetative,7.17
+29.171460832352366,98.40003324794652,4.795660522863708,6.741256626203184,moderate,silty,5.72734839973069,39.01241688226733,moderate,rice,10.10101451670078,flowering,16.95
+38.30667209802431,45.57565493330004,4.055103334963091,9.68346505092833,high,loamy,16.44800789547444,21.707379550621045,moderate,wheat,2.121280497786519,vegetative,9.98
+31.648679152011606,79.53488857852746,14.834848514610965,5.241840017682354,high,silty,33.85105191809582,42.25833391638706,good,rice,6.264561145300487,vegetative,9.85
+35.566436712010685,62.55854399240006,1.4648708190685735,4.765641937718051,moderate,clay,5.538298642289524,47.84962704100559,poor,soybean,2.842371294249862,fruiting,6.88
+15.332030086464504,68.68098740202774,12.73168223604898,9.151742565472228,moderate,sandy,8.830187661811472,24.79404438499835,good,cotton,5.683886671954946,vegetative,13.81
+28.550382461993152,51.47844404709009,5.654141006995883,9.123224454247095,high,clay,33.239919985785136,43.4139756257634,good,rice,10.101840422558826,fruiting,18.07
+26.489074437638045,97.18585003777984,6.573610936044698,9.931768316948585,moderate,silty,15.704809603250846,40.88159261243253,good,soybean,3.500606003695708,fruiting,13.07
+27.474198605519824,65.7345860879417,12.56367590685814,5.957766993774783,moderate,sandy,37.83747300683439,33.58383488256218,good,maize,5.517327218674483,fruiting,10.5
+16.8053296333797,95.0230104367032,1.8137437320776917,4.098353869239425,low,loamy,18.30854500473044,24.70463911931676,good,cotton,4.553391738180286,fruiting,8.87
+32.11088402673269,20.60731329391313,5.635460338543729,3.163510568599333,moderate,silty,32.884637517955724,26.6074117545031,good,rice,3.300242444459601,seedling,4.68
+27.580510371465863,65.81364665528967,14.30435201895881,1.3068672125649563,moderate,peaty,14.057644444175413,22.304340768356244,poor,rice,11.69166178252155,flowering,12.62
+34.1287212465316,77.37495117802172,10.636455735183215,7.540557617897969,low,clay,7.164093344542744,27.05081923068805,moderate,wheat,6.341693177067375,seedling,12.19
+27.132265851542883,79.60641369297744,11.446617889685411,3.1012855636190206,high,loamy,35.85440699999879,49.58507673285918,good,rice,2.2180723533614746,vegetative,3.62
+18.7345409056608,92.39815054253452,11.483826863854407,6.459767967030915,moderate,loamy,37.45537664773515,24.53659078983355,poor,cotton,8.775371918601664,flowering,14.87
+31.20642385194555,20.3521287203029,1.3782662058771955,9.24933128827956,moderate,sandy,29.78348802962264,36.62039014202219,good,maize,7.248786386179695,flowering,17.37
+19.30965905262916,20.026412740758115,3.4465101022762514,9.55192246655074,moderate,silty,31.952373825865088,22.784257332579152,poor,wheat,10.198100961239088,seedling,17.15
+36.80986408387037,57.78107686361722,7.623317213177571,1.039691205822793,low,clay,5.249466703216525,28.665909427557747,good,cotton,5.6365717921478025,vegetative,6.28
+30.32790597673104,22.34349640042965,5.83817837089294,3.853675282387208,low,peaty,31.383823118093204,13.350959936533885,poor,rice,11.104372833515058,fruiting,15.32
+18.93009708892385,97.96260429298997,6.458228250426376,8.536402265187043,moderate,clay,21.52687354110894,40.52936943582582,poor,cotton,2.278834241258327,fruiting,10.9
+39.05845143703017,37.76521396331135,11.830986990072253,5.828006848163818,low,silty,20.84766591149902,36.44097788938147,poor,cotton,7.242740868545654,flowering,13.88
+27.95913658338301,57.81317834918758,0.7128489084821614,8.267578601339375,moderate,loamy,23.90244721646474,23.89940032600045,good,maize,6.8877081528821895,fruiting,15.05
+16.822461296791374,24.89101040097789,10.077132931657962,8.679909545541442,high,peaty,14.492357567334226,30.993787286555403,moderate,rice,2.118030124114416,fruiting,9.83
+30.67082261037668,61.76387329370069,0.5015983611264256,4.983635979471905,low,sandy,29.37009941838157,44.88887344116365,good,soybean,2.6332971908641083,vegetative,7.39
+21.329972675320256,50.39649001179268,1.4143486208555336,4.23084644222307,low,silty,15.345610520945272,11.777308626442403,moderate,wheat,4.877911990156631,vegetative,8.93
+35.09233629693256,23.5728023101779,6.420148737645548,5.09889939445473,high,clay,24.55123232885831,47.20865986990915,poor,maize,7.747606251045751,vegetative,11.04
+35.44555183915477,46.80994133569798,12.693753537169911,6.875156823618396,moderate,silty,9.792453008403724,28.83198409889513,good,wheat,4.065313565812371,flowering,10.53
+39.47368389636655,51.31488161782845,2.602438600684677,4.304432375981365,low,sandy,28.627647229088037,44.38621622026119,good,rice,3.839720990698818,vegetative,8.04
+27.546738275612597,99.1937193019952,8.542010432364869,7.974894598279774,low,clay,11.63644675942379,44.45931698784154,good,wheat,3.3583215831301034,vegetative,11.17
+26.373921993193427,36.63086975355004,10.33832578898779,9.135935143165202,moderate,peaty,10.964489501183005,12.348491072089567,good,cotton,11.279137368894938,seedling,17.49
+33.83689013616201,63.58236922960798,3.828226820496328,3.5408008194285387,moderate,clay,5.849910682927834,41.26378287576963,poor,cotton,7.647105676292609,fruiting,10.73
+18.311766408548163,98.9852439358903,7.928788701408953,9.684906797568155,moderate,clay,9.262502151943512,39.3146954437272,good,cotton,4.462988759219172,vegetative,12.7
+28.672887844828104,83.36153663521081,13.715405605503788,6.604527220527795,moderate,sandy,13.139958577762648,11.7277418801904,moderate,soybean,11.71215279167418,flowering,18.67
+28.656190003271277,99.46940007056712,7.927313617800225,8.90351894097767,high,clay,12.780827624129913,47.62151481426004,good,cotton,6.083624167415383,seedling,11.66
+17.23682807025968,97.46386517281354,2.781184395920896,1.9352479174489488,moderate,silty,16.468500024741637,35.381929442138954,poor,cotton,3.1216227908402043,seedling,3.56
+25.44960213767284,59.16316336753234,9.603307301969398,3.2634922335061485,low,loamy,6.904574632699195,16.70136034439914,moderate,rice,7.1104651849735205,seedling,9.65
+36.33211996418005,75.71006798964527,9.086902610123454,3.88917171489333,moderate,sandy,37.73193064819767,14.923887774821548,moderate,cotton,6.350244693413378,seedling,8.93
+36.40384054986651,28.835450155292087,0.8908440170729027,3.72539936057062,moderate,sandy,9.171155777168964,32.478919693896906,poor,soybean,8.176013949408055,vegetative,10.77
+17.480941622992024,55.29190600374415,1.813618883339716,2.5467504093867865,low,sandy,29.568735763670173,12.353370578792408,poor,soybean,8.990957587028587,seedling,10.8
+17.26802206869577,84.7214833813358,2.773329649544656,8.813808527723491,low,silty,23.7275609447337,16.576387789599085,good,maize,5.459982584038209,vegetative,14.27
+21.567386925048385,60.42682567817147,2.4761916246471136,4.767509271605951,low,silty,24.347608171995063,47.93808822301247,poor,soybean,3.7118488184107616,flowering,9.24
+36.86915156384984,76.21592262537855,4.2622536731335305,9.668171912201093,moderate,silty,8.693088893226825,39.78963434907482,moderate,cotton,6.135620173817682,vegetative,14.76
+18.222564626837475,79.66010639874216,7.084527186915736,6.251251301111324,moderate,silty,13.512522975651091,34.53956448222731,moderate,wheat,7.048930362860928,seedling,11.04
+32.999920065686155,40.27753129943151,5.889886319535274,2.245551720803768,low,clay,32.29584530639956,18.352784991109672,poor,maize,6.663172340130551,vegetative,8.72
+17.52914049032758,90.05594983540524,13.414423425366657,5.913142388505614,moderate,sandy,21.229026039493945,18.74063243654289,moderate,soybean,2.3384951161736827,flowering,7.84
+30.578446343695635,56.78579447273432,9.375586436391888,9.94190632951818,moderate,sandy,20.99737360504701,27.833172983554,good,maize,9.942565367887669,flowering,20.39
+23.901682477978618,36.8148082897235,13.204093074446725,6.086545183893473,high,peaty,24.106912858464703,40.16217064221358,good,rice,5.431671690424394,seedling,8.8
+34.72284907414668,89.2332705430755,8.142070211305183,1.0168241061660634,high,loamy,20.183206097823124,10.157184163260112,good,cotton,4.929237185021478,seedling,4.4
+20.84226122063409,53.425504488500295,1.8031218249954293,9.397719132313773,high,clay,33.21475758715027,11.77101066643906,good,cotton,4.134234986493908,vegetative,11.65
+30.980045734749,80.02499507037757,7.217668011463305,3.114049655153704,high,loamy,31.20468192610493,44.80446483033257,poor,maize,7.828774055858908,vegetative,9.01
+20.892063364397124,63.84264577772744,12.419471929214293,7.196761477620609,moderate,clay,16.095147590141273,42.56262728170824,poor,soybean,7.890815474641374,fruiting,14.84
+32.84150707780384,50.54974017876003,3.3145046239230678,5.635721394598984,moderate,clay,33.42283895925959,37.78724608033255,moderate,wheat,6.308699589649753,fruiting,11.43
+36.84195086401872,84.79011320308555,1.8226070419134213,3.928903811567976,moderate,clay,23.15122505447714,29.98128046755284,moderate,soybean,8.726690784591014,flowering,12.77
+18.170044978169003,66.75759453156904,5.276803705904771,3.543755713087498,moderate,sandy,26.97078916328195,15.805071115055704,poor,maize,2.38179430781825,seedling,4.4
+36.66489221488759,51.24496819416254,6.139018544282024,9.358838762563945,low,loamy,35.31615411624855,14.08932765181433,poor,soybean,10.024654490403703,vegetative,19.08
+29.83938136035745,28.76782962681016,4.940736307885614,9.207333063278536,moderate,loamy,21.6597637235892,46.21505309972172,poor,maize,4.562123595005785,flowering,14.0
+18.1777622716756,91.63562510133664,2.460991391556062,5.618213560484013,low,silty,31.469112689350023,25.300873581653327,moderate,cotton,6.686537144391732,flowering,13.37
+25.6885463839928,22.83756682733333,4.13717796596486,3.326456759816253,low,loamy,26.98305756867655,37.82890469019603,poor,cotton,9.4502913818076,vegetative,12.31
+19.02150733712745,89.0549878694445,10.3930948667306,1.92107828954798,low,silty,19.936072945414228,28.247923291507885,moderate,cotton,3.7411316472213056,flowering,5.55
+32.508697221664235,48.79692199065244,6.095963486250877,2.4091874457317703,high,peaty,32.616692823228334,39.23715679494966,good,maize,11.02787068578874,flowering,11.67
+33.97170336044874,71.14710108011246,9.67196694696906,5.7002655316654405,low,silty,8.680569125457673,17.732355254387304,poor,cotton,3.357368383305083,vegetative,8.77
+17.644913006819973,93.77597790685482,8.27640480882162,3.770469645211082,high,clay,25.34270760578518,29.38271676670931,poor,rice,10.127880622157562,fruiting,12.32
+27.65349631736611,32.13652924031187,8.4612676279362,1.3786132803396105,low,sandy,6.624376508035942,25.074654120054603,poor,wheat,5.986941810460621,fruiting,7.23
+35.365626400647926,65.35603805110482,4.103968590243042,5.096506467799901,moderate,clay,10.465919471413564,19.80214801912671,moderate,maize,3.6415058098645527,seedling,6.68
+38.40407603877492,81.15462898961536,8.062373975138634,7.715703632178823,moderate,peaty,25.96057730938964,33.90844551207356,moderate,cotton,10.695363955436289,vegetative,17.77
+27.837946668544248,80.6067066175246,0.8421233510164258,9.025256043639889,moderate,sandy,15.766234380980748,31.47893177402574,poor,rice,9.323369314075968,seedling,16.04
+38.75698059028518,62.05055316796032,6.76028426371143,6.267556411147804,high,peaty,14.186624606122097,29.827649212926367,moderate,soybean,4.2961851840772765,seedling,7.71
+28.392224261400745,69.97915679251665,8.80303093625377,7.509629114582014,low,clay,38.45435422243087,33.644109485764425,poor,wheat,8.652229928380397,seedling,14.3
+24.854762364997697,80.60215953062756,3.138936509634585,4.276634237784391,low,sandy,17.80669680110705,15.701230785884226,good,wheat,3.5594797420235595,fruiting,7.82
+36.20507821382239,87.28221102059294,4.220098340609795,5.466143612952456,moderate,peaty,24.76595145790322,24.82193336747698,poor,cotton,11.755212785115846,fruiting,16.47
+27.324567761452226,80.94504775006911,3.6831997873264815,7.566641708590263,moderate,silty,23.69870699472541,22.98697093670372,good,maize,7.485619952073494,seedling,12.35
+26.797562764113074,48.32039545449941,1.523090351348651,7.54892404635065,high,loamy,7.170644809829417,40.7670168301381,good,maize,3.5039758468724806,fruiting,9.65
+27.25781223524571,99.73811208461863,5.543931156531306,4.8207363811255375,moderate,clay,28.59965084261761,11.42896299775096,good,rice,2.6611856861537424,vegetative,6.08
+36.16962504674363,54.76021549754435,14.695003613553125,5.893006074024905,moderate,silty,22.95154618848052,21.277243714065467,good,maize,8.29261977890239,fruiting,13.54
+35.7985385422013,21.957176220714672,5.631265893722346,9.314698055958726,moderate,peaty,18.349599087939147,46.73177240737126,poor,cotton,8.446355311047238,vegetative,16.94
+25.08799981100528,49.00935612683696,7.177781016636147,6.687978444489103,moderate,peaty,7.310588562319115,22.01402595661399,poor,wheat,11.789260704164953,vegetative,17.29
+23.332496496763127,30.222636365907466,9.96976513886744,6.783171631179306,moderate,sandy,15.255489474535008,16.07597902187233,good,wheat,6.967281979296057,flowering,13.67
+27.298200600978237,29.71540925827,9.903217391952053,8.06158263146824,low,silty,35.94333815320998,40.2938158569753,good,wheat,5.39156976895079,flowering,14.54
+29.319312743427727,42.52280320855155,14.27347721027005,2.0370060668437557,moderate,peaty,11.07989806576142,11.913767621214282,good,cotton,9.101082668140432,vegetative,9.8
+20.958430265699924,24.270039534180867,12.934680035787316,5.705958624838548,low,sandy,12.676677391306733,27.05279399492859,poor,soybean,10.023004939186729,fruiting,15.85
+34.84887711788977,75.08097507276504,12.012284963024708,9.634885626438836,moderate,loamy,12.185291087442,44.21431038580256,good,cotton,8.864706998130245,seedling,15.79
+27.16206914331057,25.919110736152405,14.298594773785505,4.2549435295848905,moderate,loamy,36.17816867398918,48.163792428569664,poor,wheat,9.43318296714632,seedling,12.42
+23.35113871049899,36.263164434876494,3.846098089505989,3.6543353177988194,moderate,sandy,29.49984189514144,19.96079027813777,poor,wheat,8.923086793280579,vegetative,11.95
+17.670524824099765,27.431977159529552,9.447285822015992,6.410871690442819,moderate,silty,35.86450720691808,21.84808935078459,poor,maize,3.7377873873399663,fruiting,9.44
+20.971129010090173,25.053418472242484,13.364353117471266,2.990074821087731,low,sandy,36.98112749568916,32.690044195145774,poor,wheat,10.1060934808874,fruiting,13.25
+38.73202929389959,41.420133243163335,9.550003295032475,6.00350640871284,low,sandy,37.47886373059614,19.062062333404043,poor,rice,8.25661120725587,fruiting,14.83
+22.627492170488164,65.7519174128296,14.672596881799608,2.400868097718765,low,silty,22.00004644919156,16.029762661724966,poor,cotton,5.9152394327310445,vegetative,8.05
+19.221482234175884,97.17484451574734,1.955114351642496,6.21814114628115,low,loamy,21.667834787049703,27.03926044231852,good,maize,8.631017408299618,flowering,15.69
+26.51681979137483,90.0445323479685,6.870292290501404,6.421412652806597,low,peaty,34.012299408986834,12.889923181835222,good,maize,10.467413448381723,flowering,17.7
+22.67719358400622,90.074714035626,14.671762164675226,4.765604311110366,high,loamy,16.617433595319298,45.768798847783614,moderate,soybean,10.622498836249946,vegetative,13.84
+15.878981256779854,34.08536288301261,6.003736414263924,4.444717828948197,moderate,silty,5.777389533197328,23.36786487766585,good,soybean,5.338104018289898,fruiting,9.24
+23.07863043198543,41.19257547982561,11.223567438939911,3.209124505604044,moderate,clay,16.60417009553622,23.451364985866103,good,wheat,3.180694220311691,flowering,5.9
+28.602715598486714,26.111465343624456,0.9408420656404132,3.978300770502349,moderate,silty,30.07226156418704,41.65492452716271,good,rice,4.232659949424862,flowering,7.46
+28.79280930049917,82.2774671932148,10.57513816213954,5.48511370472227,moderate,loamy,9.326491806422425,23.66193429623823,good,rice,8.069243364860046,seedling,11.29
+23.913973029422216,25.58530411884496,14.052087621649887,3.2289301092619094,low,loamy,32.46733002646182,40.43627427815129,good,maize,7.16517013252265,vegetative,10.39
+26.182568906315016,64.53565366566826,6.04924113525504,8.045510170346763,high,silty,33.541601110618714,17.249680560362876,poor,cotton,6.942756111849027,seedling,12.01
+39.13794795586916,39.830045785916056,0.8088476499404773,7.381317171931945,high,silty,8.531932811201992,31.159533497201544,moderate,soybean,5.033320685652123,fruiting,10.98
+24.433711930757788,39.47565072229958,0.9046921637345158,3.42375280431396,low,silty,8.424375025730114,40.74045877990889,good,maize,2.756763467356163,seedling,5.3
+21.455670331499576,99.25800441980842,13.434337932810791,1.876916467913932,moderate,loamy,11.958425128653264,27.99596412108304,poor,soybean,5.009861914863987,vegetative,5.58
+21.086676101669003,80.54238455828299,10.976483552895797,1.0016203508556651,low,sandy,17.473628763896954,12.872530558724936,good,soybean,8.918986188505231,vegetative,9.92
+26.444115317603355,86.955148663284,2.0469525712854075,6.3704696714334,low,clay,23.64567490088176,39.47609398830326,moderate,rice,8.219891658719462,seedling,13.24
+33.988003717923604,65.75861482752101,1.29155901724235,2.9022737180828395,moderate,sandy,21.99396993189376,29.762259751923388,poor,maize,4.766250887647734,vegetative,7.1
+20.14970460471183,89.68114299149994,12.169967772424451,1.113242230913852,high,loamy,34.860897051721864,22.65664492444494,moderate,rice,9.719197678847632,fruiting,9.08
+32.732403178519206,71.63924313330824,12.242979175677704,4.231767435328204,moderate,sandy,9.97811954768695,49.71182939415948,poor,rice,11.590032623672638,seedling,13.93
+15.528745583735407,95.69389638370762,2.2475666769847105,9.6579861608569,moderate,silty,29.41504527694993,45.04288902430312,moderate,maize,4.525589837885648,fruiting,14.17
+25.47332444959865,42.50708688365094,4.872045856385233,7.209485268668356,moderate,peaty,24.211030482643885,11.512901983249453,poor,cotton,9.866742570294273,vegetative,16.2
+34.39662663006968,67.6255636626316,11.810377936321398,8.719873326302123,moderate,silty,30.78886881067777,33.74616120633524,moderate,soybean,9.864376835347088,seedling,16.09
+23.468323894360783,75.21050783495137,8.118475028833092,2.30265188434657,moderate,clay,16.968124939018633,24.18274924738993,good,rice,7.344374146206983,vegetative,9.02
+29.09342753613499,51.43498440222453,14.37048048051684,1.6595933915749277,high,silty,21.498287005475724,11.496207561687925,moderate,cotton,2.1002744279953216,seedling,2.02
+20.12448082064777,90.37663859232426,7.475408357517072,1.103767871587502,moderate,peaty,6.00075462151236,10.451881077164774,moderate,wheat,4.942618397201107,fruiting,4.91
+33.54988477815431,98.38425304833235,10.315890094699933,9.600960610175385,moderate,loamy,9.063706817694284,33.35031130017967,good,maize,2.3911570433466083,flowering,12.75
+16.30697758171899,59.501559309812926,7.891858803252971,3.701824618181936,moderate,sandy,18.124846418664116,22.80522637440489,moderate,wheat,6.086443805667416,flowering,9.41
+36.313566121887504,51.251252384347126,14.172999687433164,5.135544481067722,high,silty,21.843915939029245,38.13264825885426,good,wheat,7.690068232604348,seedling,10.3
+19.954909660541706,57.7550342845167,6.280556834980328,4.550712612415971,moderate,sandy,8.001141257250957,28.17685144915955,poor,maize,6.376931184511798,seedling,8.86
+36.85995079270827,88.21893965855453,3.832048600089701,7.574112418535734,low,clay,33.8745887194557,40.6599023698136,poor,soybean,8.939703389349473,seedling,14.77
+23.81323103251293,71.6374740414534,5.236190974074401,3.789683937574688,moderate,sandy,38.11183268167537,42.522609387007975,poor,cotton,4.351184394169552,fruiting,7.56
+33.067089361862166,23.58178980144761,12.865240460395825,5.819075943526464,moderate,clay,25.873911724631068,36.289376200429,poor,wheat,2.7803790423281254,vegetative,8.02
+22.98063244465471,63.37359283565719,7.720109170925934,9.960240384599208,high,clay,6.869067242584981,26.71890433884366,poor,wheat,3.689331742299754,flowering,13.27
+37.647791780866186,21.384009819277587,5.636658400782466,4.996571962098127,moderate,silty,30.85891784832339,49.53909001380641,poor,cotton,4.673337974129806,vegetative,8.84
+18.16592813795936,82.28282968027244,8.391770316237501,5.961443866297801,low,peaty,12.60072992999864,22.26741522952714,poor,wheat,4.432907529574386,seedling,9.09
+19.46299473181497,46.2649818833971,2.4318307555142145,5.5227525607975405,moderate,sandy,30.677809223596704,30.58317337776801,poor,maize,7.134130056744407,seedling,10.89
+27.325753128970057,57.760598569386346,0.5777099170711433,8.22867542322429,moderate,clay,20.20211052969454,30.81616409690405,moderate,cotton,10.981024542844947,fruiting,19.33
+17.048460975953653,83.89424847261056,4.568477913555616,3.401556886302175,moderate,clay,6.869932968567951,27.133554050445813,moderate,rice,5.565403205953866,seedling,7.33
+19.899504617544046,23.715905382860925,9.272582936861363,2.533942145285173,low,clay,14.756212870465632,14.856612764617578,good,rice,2.8437952428234263,vegetative,4.93
+38.59415955530036,32.68332284732884,10.819371160090116,7.786838424383758,low,loamy,19.94604860434967,24.157683688807875,poor,soybean,10.199753178819975,seedling,16.37
+39.41224152869718,51.83683011560919,12.485859012103516,4.740563677317888,low,sandy,30.768761957520837,18.607589836063312,good,wheat,2.161661238378004,seedling,5.8
+24.40648323326055,38.39401308364485,13.93662161121981,9.223534080790184,moderate,sandy,9.65742486405106,45.994287721204365,good,maize,7.1552916216998055,fruiting,16.68
+38.0821505253484,47.03211406200505,6.475629030989137,6.797433572140579,moderate,clay,15.04505870648002,36.21500332037552,poor,cotton,10.090532135297176,flowering,17.41
+28.620616891835795,99.8539790313972,11.237493593583093,6.079088005405684,high,sandy,7.923804831635027,21.512567362231223,poor,wheat,7.664416382025193,vegetative,12.07
+21.743561646844174,86.03315500590486,1.5827574878719068,1.6341134934328945,moderate,sandy,26.55324457893161,32.629304928697145,poor,maize,11.301629370727714,fruiting,12.51
+32.55996802701497,90.71214519680868,1.3341849821951612,7.573707146240181,low,loamy,21.599502462472923,44.128300886409896,good,maize,2.2998400827623127,flowering,11.31
+31.47254516437143,94.96437068526204,2.3095708837992706,7.174363289616624,high,clay,37.51517308805635,47.37737978487575,poor,rice,11.418041387870463,flowering,18.15
+39.72813297771833,47.27487042513565,7.004251918546054,6.760647320384393,high,sandy,30.919355111069557,13.001422516009772,moderate,rice,9.497130711727843,fruiting,15.02
+21.62618218523208,43.76615662371782,3.563580858231874,3.4111857121362146,moderate,peaty,32.22605768963363,41.47634006625432,poor,maize,5.275552630740308,fruiting,7.94
+31.801487566543383,38.72499940576599,4.6604116580983295,9.52065389507,moderate,clay,10.753740137486275,48.652323644930426,good,wheat,8.276612042770466,fruiting,18.12
+16.300593875736173,86.40935290464981,9.89426251592839,3.8948961432953806,high,sandy,14.33178821794415,28.68983208948982,good,cotton,7.619831991457831,flowering,10.44
+17.841150967417985,74.3641489828148,5.698571592641267,2.3700786107854084,low,loamy,22.959884018508,49.82136040087465,poor,soybean,11.10468136277316,flowering,13.93
+15.097959373777332,38.893758598630185,8.581887586911321,9.884810394415124,high,peaty,5.471957530940769,48.283119634445136,poor,wheat,6.12807156459888,fruiting,14.97
+39.98651702649183,50.15950633683639,6.479854472680588,7.716216512113912,high,silty,35.45448502608875,36.27565392363925,good,maize,2.994819813996087,flowering,10.18
+35.05684242868695,60.53694111462386,2.950054205037384,4.733081940935632,moderate,silty,32.22091336978478,43.90445598768949,good,cotton,2.68694026780952,flowering,7.06
+34.66807536833852,62.251204581900296,1.573289858710465,9.423247877998362,moderate,peaty,7.027888981832556,21.862524711522266,good,soybean,6.136571766208124,fruiting,15.89
+27.743151882204494,91.09821828413718,3.9253566819933736,1.8200563692957756,low,silty,34.7161869190589,46.6985460129352,good,maize,11.856869922710068,fruiting,13.79
+22.501677072636,50.445290635777305,1.336656807620143,1.78895094783902,high,peaty,5.157084018635535,33.67556440810553,poor,cotton,8.18893436206313,seedling,8.02
+18.7816071115669,92.681922440041,9.4698734184022,7.142059167657269,high,sandy,8.997676148836572,30.386623522016077,moderate,cotton,9.418084353048735,flowering,16.16
+22.11686847116159,55.30940482558317,12.037905221258455,2.601748435409592,moderate,silty,6.937759353519155,43.4264705796228,poor,soybean,11.6250194763649,flowering,13.93
+24.39928054822848,79.7098139833883,5.426241139442312,9.254255636739558,low,silty,21.77059761442476,45.57977514199021,poor,maize,8.631258445119183,flowering,19.69
+33.90775242450735,94.42034559880447,6.113110302609194,8.563232568689838,moderate,peaty,32.4417422971613,38.04996267590677,moderate,rice,8.01951541130985,seedling,13.85
+28.49154472257881,92.6060563170613,12.334770410009948,3.757305016910678,high,sandy,11.248870664347152,11.001451329192392,good,wheat,3.884427876315061,fruiting,5.85
+16.937090663887066,24.556229383654493,3.727887229416624,8.999556240424333,moderate,sandy,32.0020261397539,33.888245668045926,moderate,soybean,4.895666037829376,seedling,10.96
+15.450725223972809,36.45634359812559,2.227823845325676,1.3859891830659552,low,clay,11.472367375621626,42.866235855377,good,wheat,10.79926855549667,seedling,11.77
+17.558304488351578,58.15243404258201,7.766212701300754,5.937740674637445,moderate,clay,39.66877188381823,31.81077354777796,good,soybean,7.077451986929866,flowering,13.24
+25.26246784243448,54.52434319624858,9.86975745823194,9.4200649633795,low,sandy,34.87160870050215,47.394345739069934,good,rice,10.636438242328223,fruiting,20.76
+38.32982292622546,71.27133318697656,9.194989163173949,8.698446810421284,high,peaty,30.801537083808046,45.89269543426816,poor,wheat,2.158073058091976,vegetative,9.03
+30.93506203023054,95.57672406603298,10.851159156475624,4.204659914208955,moderate,loamy,25.70909480820396,31.18705007223065,poor,cotton,7.060050664039679,vegetative,10.6
+35.04564749688788,28.992376902235904,1.3228921415088464,2.645833917111714,moderate,loamy,13.489186892840056,26.153231710004647,good,cotton,5.152865417954071,fruiting,6.45
+26.659364862613717,56.14869321073924,6.708923384996407,2.894865295633701,low,clay,9.174366769379809,12.203058029669226,good,wheat,4.80488892938076,seedling,6.99
+24.04165207987607,35.39288303097115,3.95927259721255,5.630570902705648,low,silty,21.110736320170023,35.30390972416987,poor,maize,10.609804171582024,vegetative,15.98
+17.710009317915567,91.5286078718358,11.50725826341735,6.370956494528267,moderate,loamy,19.093108898352995,20.638588209079693,poor,cotton,10.38213889300951,seedling,14.39
+36.89832555465512,97.16641486413222,13.15459201887507,1.2953288496127278,high,silty,28.60683230593285,36.738092488223536,good,soybean,10.96015107182578,vegetative,10.57
+34.57900072569757,58.29613455122801,4.579368241693016,4.721964033113993,low,silty,10.953141296903995,41.95044949617618,moderate,maize,6.294899366200468,seedling,9.75
+19.20295243994313,28.32082381825126,1.88066214650642,8.47348404079514,moderate,sandy,24.67449634619421,26.347740429973573,poor,soybean,11.615832392357916,vegetative,19.25
+27.80651409690651,82.82357333781385,4.174705448875255,4.998960552122174,moderate,loamy,29.26725749526133,10.623389536933438,poor,rice,5.206435969937989,seedling,8.21
+27.18437019803112,75.77130803939193,2.0081230913543355,2.5225785185446945,high,loamy,15.463819054731369,44.610137326559766,moderate,cotton,11.891609896166727,vegetative,12.82
+30.627288817163212,48.37366612882484,5.175121408645079,9.593742637171871,moderate,silty,32.30049948786871,31.9602843310401,moderate,rice,9.571395875147248,flowering,19.58
+38.654672349781535,90.99259791751707,8.303879385666473,3.3964798593382,low,silty,20.114500573245586,22.5916575094455,good,maize,8.543440645227228,vegetative,11.75
+29.49428604406199,98.06655118261658,14.618373838773994,8.185854390706545,moderate,sandy,10.692088355719502,35.3518418091121,poor,soybean,10.91052835442465,vegetative,18.01
+28.505431669465462,64.62830793041563,6.290868688094699,2.744147497050414,high,peaty,11.816951643883492,36.97576504959139,poor,cotton,8.316088772953167,seedling,9.1
+16.2580733233666,65.25823290754339,3.6905788958920063,4.808554562994309,high,loamy,14.76144441661839,15.898668271991596,good,wheat,6.199477100448079,flowering,9.89
+16.5726869004506,43.80108040910223,2.9186252353771085,5.413802857973307,moderate,loamy,10.534419427657802,35.85606120690812,poor,rice,5.613268396520569,flowering,10.71
+19.683669783169723,66.76048287866513,3.009076609010802,5.505717663534201,high,sandy,24.70218483578192,21.467479226858316,good,cotton,3.4067026046458,seedling,6.22
+15.811769292293707,55.171385641987726,3.2926664072911587,5.648264812906343,low,sandy,38.21994109683094,42.1449919543495,good,wheat,6.806795697996065,fruiting,12.79
+33.58382238925031,44.17528215424415,11.552871826792982,3.024527866207853,moderate,peaty,36.36255777318336,47.66042319015602,moderate,maize,9.895363174854058,vegetative,11.96
+33.08325759984908,25.374815721912107,1.3849018157700888,5.643239697647517,high,silty,16.331389439420416,14.106694709785156,good,wheat,3.377021195860989,fruiting,7.88
+18.401405860791076,40.21662877672999,14.962339250673995,5.335414784899788,low,loamy,35.263426260570625,46.69431189878026,poor,maize,11.274073236017834,fruiting,16.83
+35.90197251988202,35.828371974213155,8.078952671910788,2.878475474136369,high,silty,38.390803650751856,46.13783900491303,poor,rice,4.203142983886512,flowering,5.32
+18.8696508711528,63.36335876431591,8.391942467361972,9.893724035533396,moderate,loamy,15.295849911659102,23.71630470830028,poor,wheat,11.60672321530592,seedling,18.96
+22.52938967493397,68.13360174108752,5.6846762411442695,8.79007053507895,moderate,sandy,36.68497079888356,11.153420625456306,good,soybean,6.567420114516379,flowering,16.28
+21.224422479034125,68.68573794448132,10.508702711475747,8.988187159202347,low,sandy,39.91001725193062,36.52901546279376,good,soybean,3.386134664402525,seedling,10.24
+24.3076774643262,51.054480083654326,7.336116942771566,7.170139453446054,moderate,sandy,32.91851333242444,23.78844709552313,poor,soybean,3.121141629497868,vegetative,9.72
+21.36659414724905,53.69837869483968,5.271388631985972,2.439073276225809,moderate,peaty,18.65781619927042,17.665899846188907,good,maize,8.62203732035775,fruiting,10.03
+27.2237731609613,86.7390743712512,4.344506853766622,6.11282857509774,moderate,loamy,26.29895616079791,14.342578233785956,good,wheat,10.108512837435754,seedling,14.31
+25.185197033867134,58.098625081372994,13.921942500532262,8.392956684646474,low,sandy,17.746532719746988,17.841054481835904,good,cotton,2.573296296661844,fruiting,11.38
+39.664237269483166,99.0218665709698,4.719347968260093,1.3486283981979628,high,peaty,39.858644917381135,19.498673297382,moderate,wheat,11.157016715905762,fruiting,10.86
+16.398158753205642,55.16937840070919,6.827702261732709,5.462587929588578,low,silty,7.374863319661184,41.83302075512566,good,wheat,2.385114649321212,flowering,8.79
+18.55453440968379,71.96647556942712,5.579950330688789,4.565105919954263,high,peaty,36.257811377437854,41.35277783130744,moderate,rice,7.450144023066482,vegetative,10.35
+16.320647347715063,24.029039919471664,1.7495929977065212,2.909122566933733,moderate,peaty,7.60918466348652,29.776568256450037,good,cotton,7.156141379945341,flowering,9.99
+30.6460298745594,72.26719395350486,3.196048719992873,4.404250033887859,moderate,clay,6.476923798841188,32.13301181075744,moderate,soybean,10.055201152200851,vegetative,13.47
+16.36273193534299,88.11411155320049,3.2477786422325394,9.851477597825076,moderate,silty,37.89788307867412,46.71266007458235,poor,maize,7.819015434366481,fruiting,17.82
+35.91099343440308,95.3966270826637,10.557917958649996,7.509189937255998,moderate,clay,35.354867810935204,46.32160778172558,poor,cotton,5.369078953462169,seedling,10.46
+27.7984657670482,99.78564893118164,6.395488444504233,3.695833720134472,high,loamy,17.654661084897967,43.14695212362884,poor,soybean,7.803189080971572,fruiting,10.12
+28.175190614538344,42.57429165193865,11.83852966452455,6.448195463327466,high,peaty,38.513626591129416,24.97095180664862,poor,maize,11.512339469551176,seedling,15.09
+29.039862692804853,66.02960518605735,10.779788402845275,3.2199061625711183,moderate,peaty,35.164990718226136,24.662095911008294,moderate,cotton,3.227186633981564,seedling,5.31
+19.27034265765527,56.05743884257179,3.284721612742546,6.497595181218465,moderate,peaty,36.5694006514415,45.51530606994452,good,maize,8.567147128203933,seedling,12.88
+19.94225757786219,65.10539844601368,8.662295341741459,9.065500205364383,moderate,peaty,25.829042019051847,47.06054264644303,poor,maize,3.681343249661311,flowering,13.44
+22.97043307182512,32.59623657518773,11.27217826770764,6.011891199482971,high,clay,38.541498767616254,41.938185877260885,good,soybean,4.045555854879876,seedling,7.26
+29.83741039554629,88.49196580767531,9.679122390397984,7.600059779074145,high,loamy,33.33537727084891,40.285440469406026,poor,rice,11.725001809624043,fruiting,18.31
+20.252944398505363,92.765515467567,9.200239367275724,5.080050988446671,moderate,clay,37.89835011529714,32.32656056939442,poor,soybean,10.259740647430243,seedling,13.69
+17.90829317833153,55.972933049033806,11.224357867311136,5.717115258975969,moderate,peaty,14.852882739491244,23.53339604591172,poor,cotton,11.111152636167468,fruiting,16.35
+39.252922160460805,42.43438892588615,1.3233207192164498,7.255675708793907,low,loamy,23.62341485665576,19.625302702700324,poor,soybean,3.519429588274365,seedling,8.93
+15.549545370240573,31.266674212240986,11.105618236740776,8.311645045462576,high,silty,35.36819902020363,15.61353207952754,good,soybean,6.131226509398539,seedling,11.57
+35.06743513340054,74.70118598222436,4.453501315724711,6.935062478729047,high,clay,25.290516430334566,39.12807163785044,good,soybean,9.669846759606695,vegetative,14.91
+34.700878739375554,44.97854716965882,8.792147690385635,9.797427945010837,high,sandy,33.03844260177314,41.079152723873214,poor,cotton,8.482321017680235,fruiting,17.14
+22.4303528461274,92.7630855930711,4.013422423099359,8.378403290184545,moderate,silty,39.05839386682066,24.345807377535497,good,cotton,3.510367459140272,vegetative,10.76
+18.39066540018284,73.6809979875896,12.662854796999143,7.994441841470876,moderate,silty,33.159699193972045,10.241647641619904,good,maize,6.391498410240187,flowering,14.38
+18.640716167635585,71.65482601393926,7.468110637360962,8.60591421082923,moderate,peaty,16.037586721408694,47.543851178390526,good,maize,4.427030569703196,vegetative,12.14
+32.43579043092981,64.75216927185926,9.82264757436226,3.5308984188191417,moderate,peaty,9.15447863649726,27.483572886240083,good,cotton,5.380523598595968,flowering,8.16
+31.070164777154343,23.66210715429805,12.014189630412558,4.888424385535426,moderate,silty,14.546138902342724,48.98364190893276,poor,maize,11.13015227703418,flowering,16.16
+34.56864185628467,94.55379485484696,13.482071198534785,6.080166265551316,moderate,clay,28.1976892559822,37.09438279737069,good,soybean,4.462409622027247,vegetative,9.07
+38.43702930997762,70.2349994639568,11.114900407505443,5.161476865984171,low,loamy,5.383052646018794,14.960539855661564,poor,wheat,5.760029954579576,flowering,11.9
+32.2981840816648,99.52495867064884,2.657144354760883,8.627120364016719,low,clay,11.640155448354172,23.078088319411712,moderate,wheat,7.175321916040346,fruiting,16.6
+18.89628841378609,62.988512381830965,12.890719358993904,1.2436166591130882,moderate,clay,16.4415925800596,36.282008431121184,poor,maize,2.709896839265487,fruiting,2.5
+21.086065419135267,76.80887135249705,9.46937978004984,2.882578755095388,high,silty,35.6328730269861,35.97011246781199,poor,maize,10.887561848523184,flowering,12.11
+36.05484327182786,24.49676462929777,9.337021496513968,8.935358869016694,moderate,clay,6.785145193560728,19.279417028436683,poor,rice,6.64283800495255,seedling,12.78
+20.232651895855213,70.53889414587287,13.859438117171363,1.5319012390927047,moderate,loamy,6.747765593835688,17.074274447379693,poor,soybean,5.602135262458782,seedling,5.67
+16.813057923862036,81.17196892722859,4.1080575571553055,3.042894732479182,high,silty,24.312389192925856,21.07163197747571,good,soybean,6.77513675812983,vegetative,8.17
+32.58200135105626,82.28114358820459,3.974020468163483,4.161252973388376,moderate,clay,11.221818827199332,41.47567929183942,good,rice,8.749092636398244,seedling,11.5
+25.06315888725355,81.60893217842283,7.941306543076947,7.756665047305218,low,peaty,13.477531305561646,19.674792044488125,good,rice,8.113044757519472,fruiting,16.41
+38.00100131364759,38.10261018349341,11.387514464755544,6.041626265501636,high,clay,11.44826353427717,38.0712289832973,good,wheat,7.77348113528212,flowering,12.78
+31.25637677734154,98.03187820841808,6.984990269313383,9.59144232502298,high,silty,25.35624981589254,44.79998440437956,good,soybean,5.050905460505695,flowering,14.31
+17.26047444479152,99.6145696499951,9.691425153439832,3.0508751356567614,moderate,silty,6.944171236233434,25.66489375438357,moderate,soybean,6.348063183805712,vegetative,8.52
+38.69641418134152,26.0476700129281,7.061608501229423,8.849083644898565,low,peaty,37.90000100203452,10.279761564934145,poor,cotton,8.972794314658323,fruiting,18.23
+21.463931591006148,94.91571382494058,9.350614117061046,3.5462214077432392,high,silty,9.30984348944899,15.678309463185126,moderate,soybean,10.736700209069191,seedling,12.15
+23.430312260157145,43.155935544349546,12.422803387898812,3.209484332139042,moderate,sandy,38.30584257567399,22.475874689218543,poor,wheat,3.36670198166659,flowering,5.52
+25.05651034208855,75.14272654007718,3.1169120933183883,5.485376782894156,low,silty,32.23451606624922,17.598169058122295,moderate,wheat,10.39420190566966,fruiting,16.41
+16.28060741010783,47.04887365889057,10.58298874308677,1.6408405473084433,low,clay,33.980556017913926,21.58054399326677,moderate,rice,9.9675501784026,vegetative,11.39
+27.41288555576512,97.42034586984973,11.917673220403657,4.458763116939549,high,loamy,11.048288206996055,31.76167929048609,poor,wheat,9.424475281704376,seedling,11.42
+18.082962276882306,28.12030866428284,6.983115408485846,4.201083712987693,low,clay,28.437648043410704,10.84324398083973,moderate,wheat,6.637425999423729,seedling,9.94
+25.024258167208792,59.81974535651008,5.186886867483887,2.440914001315962,moderate,silty,33.59752529537597,12.571259660132927,poor,cotton,7.636918119456716,vegetative,9.51
+23.76774469980211,54.243823355365976,0.6963926969038301,8.747153607474196,moderate,sandy,24.531243901763343,44.22957340782448,poor,wheat,6.782971061920396,flowering,15.96
+34.321002085662585,46.0818761822388,12.058022823844356,4.4730067933844495,low,clay,24.28761477665376,30.892789495865223,poor,maize,7.112132033764832,flowering,12.04
+35.07926279081828,71.64271927041189,5.255110556021827,9.837281615623144,low,loamy,10.579466777529907,47.42124437691617,poor,maize,8.165645470762552,flowering,19.41
+18.8353220597272,30.4844594737334,5.680987306416728,9.09737154133997,moderate,clay,19.49813748612482,10.131024374316286,moderate,rice,6.93035817517641,fruiting,16.16
+24.16377968448065,77.33299345069575,5.372089364932778,2.753296296129329,moderate,peaty,10.268898604432174,10.006047612029151,good,soybean,7.5613115538816995,seedling,9.33
+24.333829025795797,98.44736990438298,7.731720296778903,5.546099551041446,high,sandy,39.050021554859406,39.58386418373442,good,soybean,8.618773183780025,fruiting,12.95
+18.785261098402128,84.36469715749041,10.68624381167662,6.416237245298976,moderate,silty,28.969750302066096,29.050108819390093,poor,cotton,4.716927226159468,flowering,11.22
+34.961337626279764,88.80134023276364,11.692015399507408,8.37064452649259,moderate,clay,6.694767400580244,46.551933855680325,poor,wheat,9.151768956600304,flowering,18.53
+32.68070820838558,48.7709394543202,6.192275445845795,8.970784746862552,moderate,clay,21.686876969468344,41.4633583692559,good,wheat,11.702842200559514,fruiting,20.88
+19.75954465742587,45.9909285184975,10.114979508154953,6.616162190399409,low,clay,27.32874525118781,30.15850652658693,poor,wheat,3.960665616379665,vegetative,10.5
+24.16804771484497,61.36386837521066,10.94992162893407,1.3162078282799383,low,clay,8.34741332909892,29.14096007486929,moderate,wheat,11.184933583319449,seedling,12.16
+17.645125621412856,23.658129180981817,4.805301309322032,5.331488045663164,moderate,loamy,28.27460013654572,42.44721705382867,poor,wheat,6.238658569886895,seedling,9.36
+30.7051649273261,95.6286507565226,1.9010113082878528,8.963231825676992,low,peaty,11.205683603738764,42.14825489287622,good,maize,11.15752430413496,flowering,21.64
+18.034298113715494,31.502813841295374,13.472652949344706,7.4268064228983395,moderate,peaty,19.27577917010745,21.077792388849605,poor,cotton,6.193549758388306,fruiting,13.32
+39.64835421562295,92.2410431334474,10.318181590833095,8.83127747268512,high,sandy,26.894391934509613,36.98547439312807,poor,rice,9.142964588325768,seedling,14.86
+34.51705186719656,26.686577760028456,9.897600928706224,7.066718107504366,moderate,sandy,17.776894236875613,35.7280901458308,poor,rice,7.577452200554092,vegetative,13.91
+24.75596373959988,85.80999421428481,1.3540864705736806,1.396315088334754,moderate,loamy,18.33094691089473,44.24337993782234,good,maize,9.498327740574323,fruiting,10.27
+29.46409830698386,32.15700207025721,12.359159333806934,9.712059905859496,high,peaty,34.5265354917635,44.74318283193144,poor,wheat,9.01455543773196,flowering,18.57
+37.78354540541022,23.050529127317816,8.70778526324777,9.262166865127108,high,sandy,15.82426945845527,20.73122567163441,moderate,wheat,11.590370074407444,fruiting,19.88
+28.85248200989565,77.5591560207527,12.79432405110471,2.1392158592136097,high,silty,27.931801337333745,45.18969816380002,poor,soybean,4.890453920431288,flowering,5.35
+19.36246215994888,42.421224013954266,14.63113716418304,2.0142205015937398,moderate,peaty,34.720343108644336,46.98284486177681,good,rice,11.300155942788304,flowering,12.34
+24.46758388952898,77.15969222274796,14.37795465276351,5.851706504293181,high,clay,10.342721398046391,14.3854666216275,poor,soybean,4.523229191715478,fruiting,8.87
+36.07862162574364,64.40682003782558,12.913295522658007,7.81345751101195,high,peaty,6.607479265087827,32.94984657580926,moderate,rice,9.864091540172147,flowering,17.27
+31.105325399740448,28.70459121840525,0.658736920554849,4.439558907444283,moderate,silty,33.89369153232284,27.45854723459469,poor,soybean,6.896945642483407,vegetative,10.51
+31.268109608345007,94.57040586409308,13.34304451943587,2.227439471889179,moderate,clay,24.289577707021422,26.07938812941557,poor,wheat,2.72099193574084,fruiting,3.79
+36.67053714221223,56.18513398107821,1.5884035505008598,5.595004889032191,low,peaty,33.969545461636976,38.193175772185015,good,wheat,2.3455740780489167,vegetative,7.7
+37.34932643656262,78.75578222389504,12.842312567563123,4.038095225970752,moderate,clay,12.456247189653345,15.182734407939456,good,wheat,7.203819763852813,seedling,9.55
+37.99481429448591,60.08164576125001,4.562523994868543,4.165947599961922,moderate,clay,34.14212780214349,42.79783236157043,poor,cotton,2.3473112524763944,fruiting,6.35
+17.371229831328904,68.34891799689638,9.34599090873383,6.80486983156344,moderate,loamy,8.335864487017972,11.0639771040415,poor,soybean,11.463861435946088,flowering,18.95
+28.60315004907752,44.22188738853539,1.0519893516732552,8.970472893065535,low,silty,35.91210619518607,33.13203448204507,poor,cotton,3.6508309308755376,vegetative,12.37
+33.51273803045797,36.02882432027602,11.682134593714308,6.027325577700799,moderate,loamy,33.788678201002526,19.01439997847477,poor,cotton,6.850582558067657,vegetative,12.16
+33.92317112817534,63.40561627264543,2.1197387723780867,7.188422597466721,moderate,peaty,24.85671565313027,36.698756767795714,good,soybean,5.774481109354668,fruiting,12.62
+30.16790504925009,55.21751783768016,6.454978489298692,6.9395229236911735,moderate,clay,26.2918962549685,31.017275752162643,moderate,wheat,7.24543902997121,vegetative,12.98
+19.16968337959185,51.20905707471465,12.35296703371687,5.9603157330123695,moderate,peaty,17.104546886534095,49.99008923829663,good,maize,4.084500798159839,fruiting,9.97
+34.9355138485416,73.80537560756984,10.58256044937086,3.796823310248171,high,peaty,12.056565402604496,44.49290165612338,good,rice,10.663433542820048,vegetative,12.88
+33.002783337873645,75.24053056089087,0.5876191044419702,4.400147664192149,moderate,loamy,20.94033322752244,23.465309677413792,poor,soybean,2.127922793339472,vegetative,5.49
+17.153394288725906,23.67360448730104,6.343968850866958,3.8413341864137456,moderate,peaty,28.010824017685863,31.139297163907766,good,wheat,7.715443752563123,flowering,10.79
+26.59524561685941,47.09955953949377,1.1079489959853663,9.257482868338494,moderate,silty,39.9462700963132,22.71248203492597,good,cotton,5.473023029046032,seedling,12.43
+19.34943498804509,52.941164018110186,10.265747981867802,8.43956803459399,high,clay,33.6038573065679,39.15173966616702,moderate,wheat,4.142126717724167,fruiting,11.63
+23.436926142824294,27.75137289313345,14.54975313042316,6.214126355660986,moderate,sandy,20.20077428311332,26.896525464225917,moderate,soybean,4.136212189441586,fruiting,9.6
+15.452027305142137,38.87206933586307,10.001288303361008,9.210191238767806,high,silty,31.013674850169856,14.617510521319216,poor,soybean,3.835435891868018,fruiting,12.07
+25.00824671026896,24.131343777820533,3.753400251204559,8.977678238331801,low,sandy,8.781662594109703,36.43215503328,poor,rice,8.02647826420191,seedling,14.95
+28.74692302890526,99.69936788936164,5.650878964964831,9.349249597766516,moderate,sandy,19.526261643410564,10.4426019152816,moderate,rice,10.914623373564837,seedling,17.78
+30.48956482067717,78.92457623758756,14.661433057047782,2.9959647188997964,low,loamy,19.872360371496452,21.891603079248476,poor,soybean,5.977612618300052,fruiting,9.02
+31.587258628217757,26.99601252022029,3.748759974469076,7.457527339875052,low,sandy,39.95883339246342,46.28572273766254,poor,rice,3.648236355965476,vegetative,10.67
+35.9072828275615,21.619950383207367,8.64217155928942,6.483020499311516,moderate,clay,18.685523737994195,13.766972447642116,moderate,cotton,2.5259544176599205,flowering,9.36
+20.38657268189325,77.54302401218241,6.306580225885298,7.604475740511464,high,loamy,7.914856101491761,30.17702961848833,good,wheat,10.189274718064388,flowering,17.17
+18.0120455609617,55.13537325461336,11.640571819959211,3.3704142752645847,moderate,silty,7.352978299557362,41.80353940680462,moderate,maize,4.223145124994712,flowering,6.93
+36.28842929744814,82.94373672516608,13.077144443708365,7.25328164294468,moderate,silty,29.443453472602098,46.18008485161511,poor,wheat,9.351964722083055,flowering,17.26
+18.91532037231625,93.8780830254707,5.442140478079303,4.688456637289483,moderate,silty,15.118258135874338,32.39353184142976,good,wheat,7.296433358654023,vegetative,10.49
+39.36900203340488,67.94403112130979,10.075747273641047,8.506826166756703,low,peaty,35.411970668001025,16.127256020125742,poor,soybean,8.367907411287376,flowering,18.53
+36.06345573496593,34.968673833380244,8.461191614007046,8.158291526455958,moderate,loamy,21.90316927787673,47.63429675322359,poor,maize,7.759950015770096,seedling,13.69
+27.52191514723998,82.5755228837162,4.537445105803784,2.9022184977302543,moderate,loamy,16.56303346114252,39.97035383267816,poor,rice,11.519397630122365,fruiting,13.39
+39.53553562305064,96.46493945394997,4.443141640788525,2.654697487629728,moderate,loamy,31.56900749138549,25.826814303539965,good,rice,3.024794256557442,fruiting,4.66
+17.434418227700107,66.41850296479647,8.310158889218407,7.459585491563795,moderate,clay,19.613637901724136,21.079229650885477,good,wheat,8.582733745953892,fruiting,15.45
+22.57664402937754,74.55979578245868,2.733041666218347,5.954274052553444,low,loamy,30.808416461658613,11.90865957635026,poor,soybean,3.149128323111226,seedling,7.57
+30.955610376015287,46.99797560293384,12.256743498995837,6.01485319613844,moderate,clay,29.99321758562596,17.657246625830805,poor,maize,3.941558145950517,flowering,10.35
+23.750171711829463,50.5222155728249,1.5005701684058292,7.772637911134191,high,silty,30.31240036294804,41.10708253569896,poor,soybean,8.740528662303841,seedling,13.47
+38.20931379951979,78.77235982824511,1.8713300500205867,8.69473713719611,high,peaty,34.99926553004049,14.345105290153883,good,maize,8.189185550704863,fruiting,15.61
+16.640652204445438,94.22168787254552,5.46228147944538,3.1506751054784505,moderate,sandy,34.69397891259233,15.176501387992388,good,maize,6.859220263710053,flowering,9.89
+28.735295801524117,70.31907097794817,2.212330493858434,5.999855921114952,moderate,peaty,28.261288762808523,17.837308077678408,poor,rice,9.733211103162988,seedling,13.5
+29.77165668487786,83.18783267882779,7.397650308204641,8.460592385428694,low,peaty,38.49366551763096,25.813669194097983,moderate,wheat,8.92327637107552,seedling,15.31
+31.318203094430604,33.73080139322984,6.29530041140712,8.855147540755024,moderate,peaty,5.725462114631111,17.562845824409102,poor,rice,2.586793905862258,vegetative,10.7
+21.39165558329536,36.95672722063789,10.966242040342896,3.586684495046649,high,sandy,37.56480188277811,46.17214015555082,poor,soybean,8.544501976466151,flowering,10.95
+24.11416068799661,62.562774946671205,14.318560250540946,1.9373847093776129,moderate,clay,10.188869711669316,20.306213954702294,good,rice,5.871605496414122,vegetative,6.81
+36.09201324162444,34.124335379427244,11.426599478717328,3.095409284900019,high,silty,12.407507404205884,46.77950449856391,good,wheat,6.712306149558448,flowering,8.39
+19.873569224253995,70.79960561767389,3.102005611768763,9.509495626130745,moderate,sandy,33.60896671562599,49.39772083403681,moderate,cotton,7.234135129012016,flowering,17.14
+35.67169617933405,43.33225483157592,14.065058639233843,5.162317411916928,moderate,silty,19.01524189366296,40.1921342568504,good,rice,5.351908184341398,fruiting,9.65
+29.06638557256856,83.32260949335137,6.185934772019475,4.767164115004224,low,clay,19.885865477967585,10.29748238251762,good,soybean,6.480383592050671,fruiting,11.65
+34.05468777985205,84.64882772914747,7.375745733440237,1.1177591386078911,moderate,silty,14.14294363881605,19.600804702661755,good,wheat,7.611339753729675,fruiting,7.19
+32.84018415658679,57.10299646042824,6.612855441874215,1.4591321462921605,high,clay,12.855441822040412,20.69333654983493,poor,soybean,2.5904367601097835,seedling,2.19
+20.187787384621977,34.46485080301082,4.567931837671925,7.018263365272513,moderate,sandy,8.718415918874953,31.71018353558003,good,maize,7.730606663756156,fruiting,14.41
+29.220318410846826,71.7419968865546,13.478142173063516,6.308443618524969,low,sandy,11.88699271619162,16.335748119378643,poor,wheat,5.480622548492088,vegetative,11.47
+36.69307882012731,99.42296146108691,5.317463555500933,6.179754686458634,high,silty,24.83612216063916,13.088606123775904,moderate,maize,7.725512984535244,flowering,12.8
+25.802905920048232,69.80727183540186,8.889648810353423,1.992905884220244,moderate,silty,29.731310877844116,17.054309684440263,poor,wheat,6.452241034891432,flowering,8.15
+39.16476925558292,22.861975257120623,3.980486973427788,4.168550526088182,moderate,peaty,30.859374670800253,23.09407865512876,poor,cotton,3.8319711088080712,fruiting,7.52
+26.305377502542957,21.38351806136661,12.061942934167616,8.311223247761331,low,peaty,17.954311843901472,11.968398802311905,good,cotton,3.0912464197819984,seedling,9.62
+18.56964091669712,45.628957639384495,11.725880563173204,2.574201015249735,low,silty,37.26841717109981,17.81456933293427,good,wheat,10.74787258492382,fruiting,13.34
+24.73586700194183,35.66270454883239,4.796526007482138,8.944185258841927,low,peaty,16.505481982651702,16.700798639532806,moderate,maize,5.952928222120885,flowering,16.17
+38.79256015976343,85.04409657146465,10.382534060580078,2.0933047031401286,moderate,silty,8.889782518947035,40.89437306706305,poor,maize,8.16095060078083,flowering,9.36
+22.99302123349636,87.58445336288004,10.706166229876771,2.5223439711158933,moderate,loamy,38.08279691542451,16.782960074480897,moderate,soybean,2.851474734988138,fruiting,4.4
+36.70245399667657,40.689501704838094,8.656415533519109,5.299749650383556,moderate,peaty,23.923699943672524,41.66158100443303,moderate,wheat,6.111062427839594,vegetative,10.2
+37.03126704204725,46.05158215599141,9.208676542939218,9.507699140036836,moderate,silty,38.998167774051765,30.327286081986795,moderate,maize,9.07453870297398,vegetative,17.41
+23.754663108299027,38.89975741720917,8.82959225521654,3.9659291033088127,moderate,loamy,18.77832936140875,40.31416718096578,good,wheat,11.690152669709049,flowering,15.26
+17.081441451265803,92.67060378970112,1.6870338579252615,6.92396194202244,high,peaty,31.508764919096244,28.014276227874987,moderate,cotton,7.551705481172107,vegetative,12.87
+33.11394772897046,60.21194676978258,10.218847498349882,6.298041303901686,high,sandy,8.847785435710032,46.042206984761386,poor,maize,3.754149072841473,fruiting,8.63
+22.78780747534965,72.49096352656159,7.311737642661023,2.3466037285050176,moderate,silty,34.89276960576261,21.06074729594072,good,maize,2.126653591984076,vegetative,3.93
+34.57309035643931,53.238566935968265,6.857630567850496,3.2335021125474697,low,sandy,10.974493190789548,40.672274062842384,moderate,cotton,5.541729574181543,flowering,9.11
+26.06637120651083,70.4811354803625,12.969988672336113,9.371374953794398,moderate,peaty,7.403767551774665,16.536800524797016,poor,soybean,6.060853009223139,fruiting,15.43
+27.13166855856554,50.86843013773888,0.8367873451862068,2.663466612877896,low,loamy,8.421364511360746,45.30577766317637,poor,wheat,6.983171868329598,flowering,10.12
+34.44773516871342,47.17427501833804,4.14406631040195,7.255089007796019,high,silty,24.508145750672,11.137635898791569,moderate,wheat,2.0398441285093574,seedling,6.43
+24.559083276540697,70.75840585387841,2.260350747719822,9.68225034340274,low,loamy,15.215573919683608,28.297444914132,good,wheat,9.236104428798708,vegetative,18.44
+26.07818363307286,67.28496624391914,1.0124451468410234,2.0755539298205026,moderate,sandy,38.633401307645,26.850331163604903,moderate,wheat,8.551956502258328,vegetative,9.53
+24.404761719240557,43.48223633343597,4.497316466301239,4.592637911685831,low,silty,34.843680734422,34.95162740419303,good,rice,2.1792994604577647,seedling,5.67
+24.183512881932,31.947876025557875,14.832905955522826,3.0153892999846352,moderate,sandy,33.115771173953846,27.637334382035235,poor,cotton,5.336013307837762,flowering,7.63
+28.148664422536484,49.48613550705101,4.41832301150982,2.9940536566408857,low,sandy,33.33734631915921,33.55914687977314,good,soybean,5.680457353826887,vegetative,8.6
+35.21998611252877,53.21581113135274,10.123734387038684,2.0708725959971277,high,loamy,36.17370647245842,44.46811811560463,good,cotton,4.8394117829809815,flowering,5.48
+24.044207798064143,70.29474667396839,2.215333905590461,6.845960655923193,high,peaty,35.282353848472965,15.681140993962948,good,wheat,4.960913548164344,seedling,8.91
+28.10636801344341,93.1623010909491,9.226790635684834,7.717091589196405,moderate,sandy,37.48726470870764,19.76589277766333,moderate,rice,6.3352519439058845,seedling,12.02
+31.76818313606502,22.89478380263401,14.774981505505544,7.091145190207506,moderate,sandy,37.70282130435962,42.11279674789712,good,rice,9.021747968102092,flowering,16.91
+21.735986157591377,39.49288100334759,4.731644090176747,9.321908118572376,moderate,clay,15.44124639453148,19.122559006596312,poor,cotton,8.757831628967091,fruiting,18.03
+21.93807012255981,35.497275382364826,12.797096437445951,2.311109278462488,moderate,loamy,12.684745940781172,46.226159838572784,moderate,maize,6.10331386498846,fruiting,7.28
+38.33532817558637,60.18355269550269,14.964785015314764,3.878608360465056,low,sandy,27.50843459032671,31.63245388927805,good,soybean,8.210656575561863,seedling,11.01
+33.08836433327721,54.37606456345279,9.034034286450789,4.101155287322104,high,clay,9.316592522388826,13.274573187411857,poor,rice,2.698434603969116,vegetative,5.19
+29.42966690558272,78.32300990561507,4.9863159562065125,3.0887389346221417,low,loamy,12.390078980638547,10.826410697860908,poor,wheat,9.694294895162075,fruiting,12.66
+31.1930013605153,39.39327300358911,10.266203268537764,2.2798444974126992,low,silty,32.05348353232857,40.516183361060826,poor,maize,6.415121573811725,seedling,8.23
+15.73248607758546,67.55986925998069,12.750298990894972,5.380331283336374,moderate,peaty,27.726739971534307,44.25403328165928,good,soybean,2.896645673255917,vegetative,7.23
+30.452574139042422,90.70858108799676,2.9845785229486856,8.509956652426856,low,loamy,27.77981843509105,19.59458394669089,good,wheat,5.736868211880226,vegetative,14.02
+27.737721830605047,92.85421919346436,7.061478575701073,9.590857530429863,moderate,sandy,38.27234736650884,19.631196166148133,good,cotton,9.083699603891404,flowering,18.92
+28.643741994485893,96.70276837800247,5.128221796795694,2.164065689966479,low,clay,28.366856148047454,48.16408416950083,poor,rice,3.232776757681857,flowering,5.43
+23.98559567077043,81.86089216639908,4.608705455954508,8.408415052654624,high,clay,20.078250176338837,36.24748546669189,poor,cotton,10.147597010434282,vegetative,16.92
+17.036847442823547,92.4790325007132,12.981908280732505,8.421230106687474,moderate,silty,14.811635191642573,16.704564494063774,good,maize,9.082119535061205,vegetative,16.56
+19.833480840301306,38.762469758821936,6.613983098916658,4.500803093973103,moderate,clay,16.849438378890504,27.94347765362776,poor,rice,2.8313333090725274,seedling,5.53
+38.76861783031679,35.806475548038165,5.416606956156735,1.9902666173090875,low,sandy,14.723471939428547,46.41744462612667,poor,wheat,11.78601383287666,vegetative,13.4
+25.21748905677335,20.51904670244212,9.250902850677198,9.910072060812082,low,loamy,6.224582277824883,34.846967813508854,good,maize,11.435447392745086,vegetative,21.05
+26.667078895771603,76.54754859432786,3.6813229047420286,6.900337274759368,moderate,silty,14.15509077989556,26.298783990356235,good,soybean,3.321373508288862,vegetative,8.96
+16.317744746335975,94.99737502509956,3.833455613237145,9.839761255374224,moderate,peaty,34.237952378671324,16.0413400010682,good,wheat,4.028884283857103,vegetative,13.36
+15.939155738599515,34.95482760333411,8.044186597636816,5.352899641161926,moderate,peaty,30.48801474720549,39.04007377342191,poor,soybean,5.473468456016384,vegetative,10.05
+32.92953617616894,70.95548603415031,6.43445456536967,4.556736999430559,moderate,sandy,26.76433871106704,21.054515565511668,good,rice,11.896978905886035,seedling,14.78
+28.452366603027784,79.7167807377422,4.777244566873705,3.224669283734084,low,silty,36.5771878154385,32.63642828416975,moderate,soybean,9.054116681452236,seedling,11.27
+27.717649605406667,94.20913881184453,1.282291417974482,9.852148015948176,high,silty,14.244376472020742,34.00560800789983,poor,rice,11.145228766787914,seedling,17.75
+21.07811326056672,71.74881792137774,8.051226460258562,3.279315425160463,high,sandy,25.2189554275744,32.217979276909816,poor,soybean,4.759163185452612,flowering,6.44
+33.61876829074805,97.6234986199002,12.340833481215588,1.2138648059624533,moderate,silty,6.096424852601861,19.859711663071508,poor,cotton,10.700091706643322,fruiting,11.09
+19.205914477712295,47.57385128100382,12.844969476647838,5.6122157222963,high,clay,36.22022909114905,38.33098376877341,poor,cotton,3.1045899307571427,flowering,7.64
+19.7483685915255,47.99428270171261,3.913879706028163,4.393454437458239,high,clay,20.67079311530756,32.642000226898524,good,maize,11.954851986596427,flowering,15.11
+26.517804283706887,63.441000801147645,9.19479745723858,3.3524425308633807,low,sandy,11.225500047593265,26.147317200419028,poor,soybean,3.06653690134652,fruiting,6.39
+22.156996552798525,50.68015048927257,12.910278987212635,6.711473048330561,low,sandy,13.376081619684038,12.085234102821634,moderate,rice,6.362744065731353,flowering,14.0
+21.186574530828658,20.11405826300261,6.426525960005839,4.2784175340804005,moderate,clay,34.68836774153766,23.250551833931347,good,wheat,10.19853864214474,seedling,12.86
+31.13094111383329,78.54176200695899,14.015983850959165,4.620257994851856,moderate,loamy,8.808215715422438,24.097900315300244,good,rice,10.510344093889197,seedling,13.37
+31.27429363046361,80.13736331827867,13.593188672378515,1.2074104350463988,moderate,sandy,37.38209604098218,41.64653460936276,moderate,cotton,10.63062524466516,seedling,11.05
+35.612926744998234,79.75796837494164,3.517941512572736,6.301638356977518,moderate,clay,18.07119295270241,30.537882696445617,moderate,wheat,4.867050385403793,vegetative,10.54
+25.4427141743244,47.60165332883733,4.254990077052955,2.098639268623385,moderate,loamy,13.787984270182289,47.28475458819286,good,soybean,8.604853496036736,seedling,9.59
+16.827127275653755,61.78315786489375,3.1164089803665487,2.924243730058796,moderate,loamy,16.615054281068662,40.02919485274263,moderate,cotton,4.102196701589289,flowering,5.95
+21.84165962303644,48.79788145413356,3.3427880960931837,7.454060385513744,low,clay,19.3144126937502,31.52018594853585,good,soybean,6.94190346618875,fruiting,14.96
+39.50013657992042,21.28291200245166,13.66400026401572,3.819184535655199,moderate,clay,24.18395951157112,16.755432221898342,good,cotton,10.480092713745316,seedling,12.4
+29.906464380817557,64.9959153017135,14.001499683293034,2.4688917769454286,high,silty,25.538262300139667,18.84132806548781,poor,soybean,6.1002967026846,flowering,6.84
+32.74342712002551,29.90085328672088,1.2525099971843987,6.196817323562327,high,loamy,20.673674628022937,16.403174698319056,good,cotton,3.099363135670784,flowering,8.7
+15.183945740635364,26.403305927315248,9.10724865724697,2.934140454441465,low,peaty,20.622736776544045,27.714029352516324,poor,maize,2.238134852202798,flowering,5.3
+27.955143304563023,80.43992549574298,8.681357661434788,3.438803925628345,low,silty,14.985492503275385,38.9009953759555,poor,rice,10.998897759550214,vegetative,14.26
+15.938216438295076,20.76049619344845,6.162940877504668,6.592053789800864,moderate,silty,18.4333415910172,40.37299300893442,good,rice,3.233423572889061,vegetative,8.84
+29.2307553022862,96.72067548869808,9.659615095935052,7.658756032275234,high,loamy,21.349841821581123,13.84604919881589,poor,soybean,10.760447203004896,flowering,17.66
+38.01927124090189,61.22042912900615,14.236833469907326,7.656937166760194,high,loamy,25.915580824689712,29.836433434232728,poor,soybean,2.938328407466619,flowering,10.16
+39.21047826251019,98.64131445649188,2.9686957994711194,5.340190706837474,moderate,loamy,9.574495765190273,29.25762433900433,good,wheat,4.416321087530031,vegetative,8.63
+28.513816884723106,24.639805797816678,2.2459581908886066,5.088672199084919,low,sandy,31.739082811785064,27.55546609264684,poor,wheat,9.283232806563603,fruiting,14.57
+26.4551201313054,66.68236390927305,0.9841632770201472,8.088806658081317,moderate,clay,28.819993074495247,22.04863990223146,moderate,rice,3.747248488813848,flowering,11.74
+38.62542735621235,47.9461628780729,5.77558296368208,2.7373125260126536,high,clay,15.45687474242582,29.032322476429325,poor,rice,10.83436759134086,fruiting,12.06
+31.840245799917376,87.47859942514286,5.395612917629057,2.369822027756133,high,clay,21.077037979067164,30.6642691396041,poor,maize,4.249717221123483,fruiting,4.8
+16.622481988460237,48.897818818742905,6.746885478300337,6.982255594265588,moderate,loamy,38.14251434652474,33.98784665898423,good,soybean,5.681187120644493,seedling,10.29
+26.64313944168744,40.83900632458793,7.79799544777376,4.685562409503298,moderate,silty,5.716708374908201,25.094606691167662,good,soybean,10.66968692301007,fruiting,14.69
+21.0061254616076,88.60425016799306,11.488447913441592,7.389986145131628,moderate,loamy,33.39730594623537,47.80402541660811,poor,rice,5.429398216335082,seedling,10.35
+26.74510803621704,49.97224733226088,6.185644161634016,3.309402011169124,high,loamy,22.91036467494861,23.55354642630145,poor,soybean,7.886551456822771,seedling,9.02
+26.386639300159043,21.34666558884492,5.293890085737886,3.923846929600902,moderate,silty,26.65843721839765,45.802036805195385,poor,wheat,5.239362955045932,seedling,7.37
+29.553620070368552,51.2231280671467,12.48974289376459,9.070098842668516,moderate,peaty,28.958639607604184,42.05014075316497,good,soybean,6.786565247000465,flowering,17.05
+23.91926225873128,72.36178152087535,12.822051724478015,4.794908741394293,moderate,sandy,20.96070662623612,28.61082827907731,good,wheat,6.704711694555438,fruiting,10.58
+19.1067612363982,40.34876310451055,3.8751064822536208,6.31858122748346,high,peaty,11.715086066577264,29.852495186775837,poor,cotton,6.756726901406885,fruiting,11.77
+27.592985864748908,54.55900739401258,5.062741429313971,1.9601397470647852,moderate,loamy,36.83566977316168,44.79446356263156,poor,soybean,5.668970281491985,fruiting,6.58
+35.75507210864405,24.53721106257804,12.46418737819628,2.6094625497348285,moderate,clay,30.90667646524241,29.70900028714969,moderate,cotton,9.22523665960692,fruiting,10.99
+31.600305701690058,67.04742332111658,1.65141954231759,1.322989559403798,moderate,clay,24.58563943947267,37.17518295185359,good,rice,5.429453188650155,seedling,5.31
+23.459196648130398,80.5035939088315,5.2247783156657,4.819337305854999,moderate,silty,20.69597362640423,42.37211552639212,poor,soybean,3.3630224909066437,seedling,6.16
+38.38807556897143,53.06500491208882,7.001076552092488,9.900280040455216,low,loamy,22.47660699245468,46.315248650226046,poor,maize,7.973468489728914,seedling,15.8
+37.80518928122956,53.618610624116805,3.21253842040828,8.864858373863195,moderate,silty,33.82383728106623,18.7265665238331,good,maize,4.780920745276589,fruiting,12.94
+20.23370998460247,27.062599886793315,3.108755850855124,6.6961802344645625,moderate,silty,5.437619240134512,49.01463082493147,moderate,cotton,2.3876603295997816,vegetative,8.27
+15.985439628009074,36.1552691609586,6.660499841196167,8.749868427617194,high,sandy,35.286724792991485,48.61334279336177,good,maize,2.451756956606188,seedling,7.95
+33.532717708769056,32.37402425023301,11.440565008655408,6.347524207171808,high,silty,6.636319059805914,21.894198742984887,good,wheat,6.879829409433071,fruiting,11.73
+35.69025653372883,58.53502149292304,12.683378203440595,4.31891992300724,moderate,loamy,26.55695732632009,34.54912474614752,poor,rice,11.682132465040391,flowering,15.79
+39.19661414878388,62.34044327606001,14.698908841774514,2.561917609910038,high,sandy,16.659290036928436,11.87671803822,good,wheat,2.778384363656235,flowering,3.53
+37.24590985220777,95.9152105027408,1.572768726329926,6.877438675842018,moderate,clay,28.738269778153665,16.71309360427289,good,rice,5.313202634371524,fruiting,12.19
+30.013369205160373,25.858520342178718,3.6418919166168937,2.7374614875167085,moderate,sandy,7.994002057548701,33.35268708641132,good,maize,2.392657072136627,fruiting,3.9
+28.25130848030952,67.98943785240377,11.471132714570867,4.756855754800542,low,loamy,24.46813908943572,36.004249624718355,moderate,rice,8.313455446902436,fruiting,13.38
+15.696026281564658,62.1198821862593,8.338681237807098,8.432216579397368,low,peaty,34.93319761226168,31.384119211589898,poor,wheat,7.78463263909764,fruiting,16.74
+21.16641117111945,61.29864783486633,5.251356722455064,2.1630637230555565,high,sandy,22.31232509896734,38.18888630800911,good,cotton,4.833981778601727,vegetative,5.27
+26.49036879332316,89.85274299062611,3.4810500880850315,2.161192771511156,high,peaty,7.952131064793283,41.71563060432991,good,cotton,9.598320998244706,fruiting,10.01
+30.7125975020892,36.44307765563892,4.566924498815497,3.019621740324376,moderate,sandy,6.308244866427649,16.73831303057353,good,soybean,2.291317089463484,fruiting,4.44
+28.931295832960267,23.26186194730972,6.724689779363803,5.967255764100691,moderate,sandy,26.742047208357192,36.38468982204255,poor,wheat,3.257037467711186,fruiting,9.07
+33.56589974204226,73.7817206107354,3.068692682837475,3.265511304339217,moderate,silty,7.433570164344941,32.50392946995949,poor,wheat,2.581462483431573,flowering,5.42
+21.99417327217602,47.61259713087841,14.481276360212885,5.528781435295007,high,peaty,7.495110523784074,14.703449716784336,good,cotton,5.380755577409093,flowering,9.93
+29.12381519131183,21.407193297001967,2.0600324466981785,3.717843499537184,low,peaty,19.890382710375498,19.14417959112584,moderate,maize,7.052695804381877,vegetative,10.35
+17.203556084769804,40.10992058323311,14.790872800093677,5.55617984417565,moderate,sandy,12.332791150633607,26.78676073604416,poor,cotton,4.897567413772374,seedling,8.87
+25.34163808958017,44.74614193734495,12.707452647009752,3.498683041015572,high,loamy,12.146856293734857,44.55033743176583,poor,soybean,5.148351792072735,vegetative,7.08
+33.75402082386503,69.34707014273937,6.6356984539492165,9.820111380477089,high,loamy,21.834167523098447,18.68103123672341,good,soybean,7.738283584969639,fruiting,16.48
+32.3350213357261,33.80686352394177,11.227336848629047,5.43446111027771,low,peaty,14.828060456249965,17.316947688064293,moderate,wheat,4.410631002925593,fruiting,10.18
+39.76606842930448,53.04434783627184,10.236971033597598,7.69279090697416,high,silty,12.674327297405458,38.83806911345889,good,wheat,4.774396545339172,flowering,12.08
+21.9472781496939,58.5980355534266,3.592660310259499,7.304919030083846,moderate,silty,23.004507090130748,49.03171771333347,poor,soybean,11.01442024212394,fruiting,17.63
+27.45473247934948,56.73899130912727,5.416516248724723,5.4150343733292505,low,loamy,15.180930873363762,27.893150306950677,good,wheat,9.274792909067424,vegetative,14.23
+23.23826034434992,97.91526133334254,7.940277160679139,3.149758555011327,high,silty,7.807715236073631,24.00550457653264,good,rice,7.048401007290039,fruiting,8.85
+26.01507785147937,23.64033902322369,9.74874060837204,5.596464501215784,moderate,sandy,28.895867471247172,20.15762357278302,good,soybean,9.038884624198944,flowering,14.01
+36.42375324673471,96.07745491619195,8.371977229671012,7.128744613483911,low,sandy,25.496280718798307,11.989634546371995,good,soybean,6.413646355740745,fruiting,13.94
+32.10522687971216,66.55497711952266,7.3583181845938705,5.139273435068906,moderate,peaty,12.424099868217567,17.1365648612705,poor,wheat,11.12255821514257,vegetative,15.26
+37.06102978368954,83.65821719758706,6.925707965096052,1.7373259662646745,high,clay,25.37862398067554,13.736602648738703,good,rice,3.7648272030500634,seedling,3.94
+20.08777770829716,54.43140944128604,7.72483523977776,1.1618490660227556,low,loamy,38.44563813407148,29.764062187591243,moderate,soybean,3.709607193292426,flowering,4.64
+36.834027946035945,56.30703050055843,6.79809703776657,3.9508912762105455,moderate,loamy,38.47674927510564,49.12790107816314,good,rice,2.5943715646092773,flowering,6.22
+16.49405685445961,90.34611992126588,8.349286124412881,2.352015334839807,low,clay,23.61798436135844,41.49609696683087,poor,soybean,3.800099530486776,vegetative,5.91
+37.21498201092881,91.67475970335217,13.375786836176667,9.15571221333396,moderate,silty,8.431040061151881,34.06760334399007,poor,rice,4.204573354706795,seedling,11.04
+23.2268444865182,39.09511051450381,9.676025039291869,2.582494030764324,low,sandy,21.03649350473036,29.465530789812505,poor,cotton,10.606101792190014,seedling,12.32
+22.864690835351663,35.939350286769454,10.97800268733383,4.548544426104095,moderate,sandy,5.944418427807124,34.687279641276334,poor,soybean,7.085050176499404,seedling,9.92
+27.8022144174666,59.69881390959608,9.16350543909626,7.408697608643332,low,loamy,19.53204479913022,25.041065723065337,good,rice,4.058555756304608,fruiting,11.9
+38.5172546930808,92.02216217021532,9.823756395003032,8.338794940144549,moderate,loamy,36.82965922630417,17.13541174579659,poor,cotton,10.516823962059396,seedling,16.57
+16.194534117035133,45.7884074724941,8.886072512498613,5.299418378603178,moderate,silty,21.36052917592136,33.59094614395908,poor,wheat,2.7604671170141,vegetative,7.51
+23.805774376768632,72.1611692271305,0.8895645718394363,2.630215086475529,moderate,silty,24.267058322372737,31.124131560066477,good,maize,4.8402106105930445,vegetative,5.98
+36.4142997170834,76.65213501924809,14.994176541900288,3.4380570121826777,moderate,loamy,10.531277588368557,47.78146751274584,poor,rice,11.38551005219438,vegetative,13.42
+24.90136193588667,82.29397319153247,0.987333983087002,4.770716028770325,low,silty,5.547772828125013,35.99331388256226,good,cotton,11.68437641342969,vegetative,16.27
+19.97892243992668,65.11395663367706,6.229646119387978,4.281351303930247,high,clay,39.76843960679512,40.93722035457154,poor,soybean,5.703611143235349,flowering,8.55
+25.61985453328529,52.19641426231757,2.0241773353345347,4.1380548145269085,moderate,sandy,16.839004659865807,13.708068635418863,poor,cotton,10.047309340462895,flowering,13.23
+24.63881253729173,97.36127910391784,1.9054625313935207,2.1866842158099784,moderate,loamy,14.77724938734304,40.437480023940346,good,maize,3.558954875493417,vegetative,4.51
+37.88540503666759,68.90646026422822,12.006140799280011,9.219792269538548,moderate,clay,24.99485786283546,49.31395348541868,poor,maize,10.910994258759716,fruiting,20.0
+34.04835939357743,78.28521693066166,6.675923800692116,1.2678094577594354,low,clay,31.08614865577764,36.299822449703385,good,maize,9.924865275230797,vegetative,10.84
+27.62788889360016,47.59862765567027,12.11651127033209,4.960019150881761,high,peaty,13.799272929895,39.68334814861405,poor,wheat,8.585164606668865,seedling,11.01
+39.70926416803928,73.5959344802464,4.455403824872057,9.82289343252778,low,loamy,23.344334746100117,49.18084985297818,poor,rice,10.37720071234542,seedling,18.22
+26.631938281898083,40.62381297313007,4.218710481190405,6.937515449416919,moderate,peaty,16.642246893735862,25.65098892244167,good,soybean,7.624901450163637,seedling,12.07
+16.45594577050688,39.607753402290896,4.142855036309701,4.198695973597749,moderate,clay,21.83379276890513,42.96714053931,good,rice,5.323870096432474,vegetative,8.51
+21.55685804537462,77.1777761447541,9.434111582914827,2.314878260078529,high,loamy,10.645846982063054,25.98770112920832,poor,rice,8.649627522231052,fruiting,9.21
+25.901762005482816,61.711578901034805,12.3174911527612,9.674853450811849,moderate,peaty,22.85413979571757,27.036744666668145,poor,wheat,8.640938406722025,seedling,15.77
+18.922565603653,74.66212883379117,7.057784646090988,1.1258772568583475,moderate,sandy,6.657145095662071,36.32967539722507,good,soybean,7.798401041328445,flowering,7.9
+38.68912815810107,41.55507925984733,5.999108914295694,7.132488135518291,moderate,loamy,34.399906682096955,20.25676632755104,poor,wheat,9.87266834193109,fruiting,16.09
+34.17122244544433,67.89786728453844,14.616903535923916,8.921237243007946,low,peaty,26.968087631858545,49.71127278104462,good,soybean,2.53420539861236,flowering,13.13
+21.70718001069432,55.51469197624901,2.1929335221687625,1.22644440897618,low,silty,37.9521650796801,23.169262673222985,moderate,cotton,8.390532837431333,fruiting,9.62
+29.770113337947897,67.75682294764223,7.556173889650942,7.5265737768145105,low,loamy,25.99061700559,14.913998459595872,good,soybean,7.76799462128213,fruiting,15.58
+33.0362289277393,43.27037857953755,6.423072421130798,9.989539851292614,low,silty,11.375812948135328,22.902162280357253,poor,wheat,4.205756750845552,fruiting,14.87
+38.53197322266995,77.2360770919299,1.9228356505099105,6.756782217160144,low,loamy,21.941776590101767,44.2386492115612,poor,cotton,2.87216369238936,seedling,8.27
+37.04088372938527,84.47434929275724,4.388905250279178,4.732110530590589,moderate,peaty,28.26433993884569,22.55712150821396,moderate,soybean,6.699045928090959,seedling,9.49
+27.879805653455342,40.79331790861789,0.9123975823971244,8.869606474206538,high,peaty,18.09781695303476,34.45422459652506,good,maize,4.540374637600506,flowering,13.27
+34.36631549482544,44.04964478845137,13.215837190252875,5.987613217803655,high,loamy,24.342738812025296,47.41280843295939,poor,wheat,9.72499514576034,seedling,12.98
+29.053618845689627,72.89234157752745,9.313818170360816,7.744967621109461,moderate,clay,10.69409788931197,20.398642257869007,good,cotton,6.903945164204372,fruiting,14.45
+28.8175972511385,75.64681394428354,12.317768219118635,6.290010926366544,moderate,peaty,32.19934554465965,15.254613123031508,good,maize,11.616621238245555,vegetative,17.35
+17.8685489584548,76.327974751796,8.062539559843351,1.3446198323915437,high,loamy,36.83354891276189,13.873929994524756,good,cotton,11.55753521176742,flowering,11.1
+18.1534414504038,74.61588038206695,9.192892526617468,2.918304893848128,high,loamy,16.020680238084527,27.61472801694404,poor,soybean,10.813266848746334,flowering,12.29
+28.238340375561435,51.4246173562031,10.66238992823289,1.7088721658807464,moderate,sandy,32.76659859349455,14.171468104917633,moderate,soybean,8.297527446270598,vegetative,8.76
+21.72153862447517,51.588293952294265,13.666168598231115,1.9601898614490068,moderate,silty,8.218093437086663,28.152336298810887,poor,cotton,7.985991526527337,flowering,9.68
+15.525922561511717,40.38540989155052,1.8304023734747636,1.138649442292648,high,sandy,13.634657159485492,44.508677566024815,poor,cotton,4.179233481112066,seedling,3.64
+33.070980097505306,32.54669599170904,5.29875172366804,4.790484811127376,low,silty,21.165452325939984,41.09935312154527,moderate,soybean,9.174123703827403,fruiting,14.05
+15.812164917254124,75.40619035175246,10.780879765150008,2.6078646857874856,low,silty,18.52424934453282,33.26803413763221,poor,rice,11.143830182074554,flowering,14.17
+29.881921027601365,27.455102877785027,14.396083163520196,8.701268684445745,high,sandy,26.686902506246245,44.01690024473238,poor,cotton,5.135063246870455,vegetative,12.24
+28.47984485318286,95.02338294294252,14.72170771310508,7.750337837865944,moderate,clay,24.70447485972605,14.010801917276329,good,rice,10.43414821280314,seedling,15.73
+39.22036726444512,86.1349042937161,9.752493632490305,6.158592953339464,low,loamy,8.054519476465853,34.37670783866469,good,soybean,6.102847399177784,seedling,10.64
+27.10532848369104,88.60045919658049,3.3071779274455757,5.401192108153559,moderate,peaty,9.609304206045213,14.625654837038253,moderate,maize,11.549161268353284,fruiting,16.01
+16.590035909444936,92.53350516921522,2.2285292155023724,3.3028177651837822,high,loamy,6.809906957638178,29.28557645074459,good,maize,5.985158034520625,fruiting,7.93
+28.792199195161544,52.688397657859205,14.217632842066168,5.2745631928748695,high,sandy,38.34123506567672,28.538495094919057,good,wheat,9.723587999349643,fruiting,13.67
+36.02740426540254,87.73605786803208,6.791951497206359,6.771063482779697,moderate,clay,27.5870485569605,20.60621459724936,good,wheat,10.09692136207856,fruiting,16.92
+39.921232107036,32.64490402333195,3.32483248230893,8.040059741734979,low,peaty,34.94545383966555,43.19418550070488,good,soybean,9.112743819344406,fruiting,17.9
+25.75857934222681,21.73134356865885,14.041441478775216,1.7351385963363406,moderate,peaty,23.94423588494564,19.12910663744926,good,cotton,5.824751118450653,vegetative,6.54
+23.007468562418563,82.791311573108,2.015601937682522,7.37618219870995,high,clay,11.784336554760063,32.07576984954514,good,maize,3.56050960558034,fruiting,9.79
+37.66633242379997,25.983731839755144,11.078780904427587,7.684568890851568,low,peaty,26.931030791107624,29.290453801259037,poor,cotton,3.000572670415897,flowering,11.72
+19.781053226903037,99.08197338607371,9.566313899378343,6.030749808323708,moderate,peaty,22.686862553228657,27.266088450495182,poor,rice,2.936588888612092,seedling,7.09
+30.385722875823166,73.98371436812448,1.7721526335229316,2.9288727613288112,moderate,clay,19.286731740956167,11.341685927117355,moderate,soybean,9.69510819154254,seedling,11.63
+25.14286060452369,80.27597681936844,5.411857536771912,5.852661287510576,low,sandy,18.013184843576788,37.86935437201943,good,wheat,5.811551649849183,seedling,10.47
+16.027059123888883,39.66430850222928,2.6739949983301545,5.524343936337793,high,sandy,27.752678181942112,10.507413733109416,moderate,soybean,5.8031542608415725,fruiting,9.9
+23.682211857642443,73.90923151357505,9.265229591730838,5.281390867481166,low,peaty,26.621657854812035,42.82188816595023,poor,wheat,4.017511176615351,flowering,10.03
+21.630713062566866,23.45759498039658,7.418138959322718,5.145759239204657,high,sandy,10.30480853136196,20.65578347165428,good,soybean,4.145427933515592,fruiting,8.12
+32.15227884858717,87.02605759388807,0.561989307577119,1.997430096623677,moderate,sandy,33.567771884206095,14.800217261962882,poor,soybean,5.808819414067097,seedling,6.85
+38.71976244229795,33.569927442525795,14.647803211116669,2.646032363716283,moderate,peaty,27.26319357421536,26.681627013978925,poor,wheat,4.120573438608632,fruiting,6.42
+21.701179684465945,75.78864534670164,5.568977423398336,1.875988796062081,high,peaty,23.75329632425703,32.37442198851933,good,rice,8.341274012751322,vegetative,8.34
+35.286648478792046,37.95844009861827,4.243963696137225,3.18230044901186,moderate,sandy,31.212113209679742,22.414506343664225,good,soybean,10.512859089269568,fruiting,12.57
+16.383995423460238,25.47625355408342,3.725422859014489,3.371291044576057,moderate,silty,10.37832283529862,14.8713909178207,poor,maize,8.784815888809167,vegetative,10.78
+28.45302525099533,58.519494283951545,2.802830494516733,3.2056827534374084,high,clay,37.1900658039374,10.733090958015165,moderate,soybean,4.965392586166487,vegetative,6.65
+16.763751592747365,33.54289682182316,14.987487605139393,2.898361613670431,moderate,sandy,14.470552162189623,38.152529716419984,good,cotton,5.2218907435852016,seedling,7.0
+38.35082477826599,78.35551906612397,4.77908728428327,7.618798409363101,moderate,sandy,14.196508057139123,45.4574317464975,good,maize,8.160572320966674,vegetative,14.65
+34.158782013934754,39.00526747067879,6.379945709752084,8.367088596383061,moderate,silty,33.52158929641564,14.020842187190322,moderate,cotton,8.181591201458883,flowering,17.57
+31.448747780114807,47.39780449886631,13.13466078458229,3.9439829491531286,high,loamy,16.689692180455847,19.22535066379598,poor,wheat,9.510634229773258,fruiting,12.01
+35.59740954061661,65.39514010115784,9.807368801371734,3.74616002516004,moderate,loamy,34.074787744693495,10.809166413924457,moderate,wheat,11.361382988029868,flowering,14.42
+31.18799488925408,42.797462206184925,5.846068970306451,8.596291147772572,low,clay,16.48034562158702,45.40264940597964,good,wheat,4.257065541698217,fruiting,13.18
+39.22360992935728,50.239049296796935,13.525762320895868,6.61531511499212,high,peaty,24.27407943926164,27.78954196957512,moderate,cotton,4.901649042389416,fruiting,10.2
+32.84894869661929,85.24974168323094,11.371000932097202,3.6409449231015176,moderate,sandy,13.079572997548842,47.00780833698816,good,wheat,9.204495017987558,fruiting,11.93
+38.11646523955617,34.336787964882056,3.804557359354645,7.42251063327924,moderate,silty,30.603212970784416,28.72397321340344,poor,maize,3.205813963983202,flowering,10.92
+27.928297300265957,26.57612715855469,9.834215421698849,4.101335292098506,low,peaty,10.842938633500502,44.48732425438278,moderate,wheat,4.415762878339157,vegetative,8.45
+17.926610324546566,46.268622810641546,13.874778225239822,6.279000529079558,high,peaty,36.48010201334149,48.07025713006303,moderate,soybean,4.304417183257503,vegetative,8.76
+28.20444303557543,53.950141361110255,7.698682737530982,9.933706269890214,high,loamy,18.007709064822027,23.40606692488209,poor,cotton,4.127612124741632,flowering,13.76
+18.17182070157733,63.41274257092542,11.137379841059174,3.7143493769442992,moderate,sandy,21.50510685744469,35.62844220737438,good,cotton,9.047132279908816,vegetative,11.64
+29.812336979410127,49.79389569400056,14.58100428784281,9.374734006374998,moderate,clay,5.8407662842870085,36.65680012171258,good,cotton,3.930726610557497,vegetative,12.42
+27.06232651319157,83.19293601782441,10.511005042980589,3.8858717285622832,moderate,silty,39.15264881299908,10.85634940780508,poor,cotton,10.599470744451091,vegetative,13.77
+30.56438494581954,23.14555901347786,1.9853610016081689,5.862580339373411,moderate,sandy,33.46113619189235,27.52916659185101,moderate,rice,7.618660224504693,flowering,14.01
+15.25117452637079,54.54140305588464,4.046113488503695,5.139854106391359,moderate,peaty,20.64531175437867,44.213113594870606,poor,wheat,7.187320988642195,fruiting,11.58
+19.871012291384105,50.58047317251237,9.12889834146841,8.048436061095426,low,peaty,37.209146867709926,47.851410498873726,good,soybean,5.8820782982806366,vegetative,13.67
+27.283260797803276,71.80627926454872,4.495559322892639,1.5498342953379534,high,clay,37.5870872537941,45.96883494902152,good,soybean,4.350708965086271,vegetative,4.06
+38.76258903972837,97.30210015179168,14.384354728142528,6.644100736617975,low,loamy,23.656824256989445,48.915917323101546,poor,cotton,3.60337321380968,seedling,8.64
+24.59022600887896,60.83003253030897,6.37760449332152,7.846002499139406,moderate,clay,13.184777701567969,36.1216744981223,good,soybean,3.966665202783832,vegetative,10.32
+25.609300651340867,98.95014775533764,7.129840883119293,5.249303662439074,moderate,clay,22.04886171252085,19.31197540310041,poor,wheat,11.364886406108852,flowering,16.93
+32.86740222516556,44.1799515930558,10.6732303553167,1.947633458840248,low,sandy,16.367951248296173,33.015286845288884,good,maize,8.207323903904246,flowering,10.0
+30.09481893215295,22.46945060339688,8.101621104457175,3.203245121363318,moderate,loamy,20.679497015370902,26.84575826467985,poor,soybean,6.854782517010391,fruiting,9.15
+22.47315375245833,33.25305339811302,6.041116519887141,7.117051330907773,high,peaty,36.89872107758264,20.34610301928713,good,rice,2.256019334121444,seedling,6.73
+25.270409889185693,51.60999078196539,1.611249189741392,9.058936469502836,moderate,loamy,14.864210507517695,40.91144579002067,moderate,cotton,11.458492000776983,flowering,20.59
+20.44249497143081,45.306712735084176,9.148461047864028,4.794477463004398,low,sandy,34.363837813990415,35.1679491966602,moderate,maize,9.498573315182732,fruiting,14.26
+39.15053647825521,27.76433047867021,13.079910446513503,6.0437083157043325,moderate,sandy,37.73553689601502,41.60416833684844,moderate,maize,3.8559002790745738,vegetative,9.24
+18.265859538933995,54.61280861525735,10.443555405520817,3.0554653305417583,high,clay,33.17684756407763,20.779626712669035,poor,cotton,6.1148077778785215,seedling,7.17
+24.29591961416049,47.04926173276502,6.031677645680807,4.709919826331843,moderate,sandy,23.453867027360687,46.15538182473298,poor,cotton,8.311284519842332,fruiting,11.9
+15.64597430550028,29.809537636595078,2.3520279370353765,4.031108269934423,moderate,loamy,24.73920592421188,19.548549596766872,poor,soybean,3.755702467688432,flowering,6.88
+20.54448729833866,43.68937044895272,12.336903710111535,6.899729931743712,moderate,clay,33.687224850198355,34.07689655118503,moderate,cotton,6.872258227803124,fruiting,13.87
+34.51177845950387,90.91488442843124,14.15535125235247,9.862290565075998,high,clay,6.557528471576109,12.275786535989392,good,rice,9.108074464171844,seedling,15.73
+20.029380807221987,44.163909239147216,6.129958366545839,8.319731067871176,moderate,clay,30.75754967753924,31.63857073657008,moderate,wheat,3.489843986424435,fruiting,11.85
+17.00158506322414,77.11643385936412,11.065311743168891,2.7294812643356665,moderate,loamy,23.51036208628748,13.948936392741334,good,maize,4.497390833405692,flowering,6.81
+26.861329496113083,68.96376637262046,6.456069878415958,6.199107339760902,moderate,clay,18.89981050249571,23.288595799192443,good,cotton,6.925285527780878,fruiting,13.11
+15.249230868362964,54.17449299266974,7.7828706133568915,1.5977054345356143,low,silty,31.842468823898944,44.42757034790333,good,soybean,8.972830975303872,fruiting,10.46
+17.11915386065833,39.122050944293534,12.62890751893794,3.22223938158372,moderate,silty,14.31865296914562,45.741092605622114,good,cotton,7.615734705872485,seedling,9.52
+35.19064673907438,49.52117594767564,1.709652962061727,2.549959084543514,low,loamy,36.34368047000979,40.69194122053776,poor,rice,4.120250806891675,flowering,7.14
+34.28683362149016,67.36857707768343,8.189862557407224,4.019909838755167,moderate,peaty,29.09707224099133,24.70815167617453,good,cotton,10.234992778630088,flowering,13.96
+37.8784705101224,48.0602571799484,3.611993982732726,7.109325721397922,moderate,peaty,26.35544563723425,33.148912599570465,good,rice,7.208932845738058,fruiting,13.43
+36.362885897768734,37.19171468593855,5.427186209688554,5.494539852251441,high,clay,23.30921029695972,18.95915865598234,good,cotton,3.115808103974617,flowering,7.4
+32.079389080995455,29.31701991133057,9.844217957312976,9.39618333846296,low,loamy,12.446518052067816,37.133967805770666,poor,wheat,4.264874658828791,vegetative,13.5
+16.30832143251657,90.38135503276524,0.8948119788843012,2.914739558636578,moderate,clay,26.593073583569065,23.896120736046917,good,soybean,11.681548717714026,seedling,13.56
+34.57121544966644,55.22503806015245,9.11046393511086,4.277882316285462,moderate,clay,30.371989312336343,18.83994407685581,poor,rice,8.95815399317459,fruiting,12.58
+36.13777027101401,70.0166657394344,4.609912472079371,3.9686731911322255,low,silty,5.409140125224576,33.39881431599478,moderate,cotton,5.325589352756939,fruiting,9.32
+34.97705364429886,59.23282889094442,10.207523231717046,3.123672633639369,low,sandy,17.824670168352064,14.472087654702245,poor,maize,4.433739144417759,flowering,7.9
+27.71197588270065,89.80532146863708,2.552929602739286,9.9385369221362,moderate,loamy,34.13624340506789,37.46795922467409,poor,rice,6.6477592646729695,fruiting,16.59
+20.82254596623704,63.75478819585687,11.16926825533459,4.48502990898749,moderate,sandy,27.12737777028739,17.480216997147416,poor,wheat,3.606236316278504,fruiting,7.26
+36.13324939221817,58.46251343592907,9.861775936563184,9.464580824496386,high,silty,26.5344653448333,32.1382144393276,poor,wheat,4.327475428851752,flowering,13.72
+33.17907024350346,93.968079233737,14.583006576765092,4.514261264676906,high,sandy,13.001443979292178,25.70033943808692,good,maize,8.96339656110905,vegetative,11.48
+39.51902935972129,77.57516768362837,13.712912767243148,2.8368251086659484,high,silty,27.123105671678577,32.649788430797,poor,cotton,10.538783764671567,vegetative,11.83
+18.892314943898324,28.923992587748582,4.607891516395684,2.0728569761444,low,peaty,32.51525235534285,19.838474790951125,poor,cotton,2.620708161193192,vegetative,4.25
+20.64161457630137,34.21635689574512,0.8960903045188361,8.700068738579546,moderate,silty,19.061473470187916,22.41557275174855,poor,cotton,7.927837028834824,fruiting,15.85
+20.294953747037567,82.96982903515536,10.002844136120489,1.288878764365704,moderate,loamy,11.37322508700664,15.612843772268672,good,cotton,7.944172403893367,vegetative,8.16
+34.81349419053342,86.86810569439635,9.241867140567752,9.679551295053532,moderate,peaty,7.704599040332978,41.07862581922649,poor,cotton,5.826865293809626,seedling,12.85
+19.672682411252957,63.61526632722372,0.897717147113468,4.763720906069936,high,clay,22.699348325695222,12.804480989210685,poor,maize,9.84596818211001,fruiting,13.03
+16.66649574558265,64.35641822933114,2.278824173437594,3.226369159759214,moderate,loamy,28.93505076024848,25.057380501850098,poor,wheat,6.996725992237004,vegetative,8.82
+39.96402016464072,70.55463702811556,8.978174715771791,6.557015189938262,moderate,loamy,10.692374132541453,27.96387158495534,poor,maize,3.4313309747259515,flowering,9.66
+15.620430286128729,55.12926194261116,13.721495328630631,2.196216926525677,low,loamy,19.75052687341305,17.808248472560035,good,soybean,8.288905019435404,fruiting,10.68
+35.88110150397164,74.41592987871232,13.6442540094444,1.6493101620972015,high,sandy,24.90251232005312,25.39286462133348,poor,soybean,8.00372766002276,fruiting,7.91
+24.13417103876632,28.678500605313253,2.696533291875085,8.450050167186102,high,sandy,10.455044836617873,26.72352884366492,poor,rice,11.930725076350042,seedling,17.42
+36.04038649394538,96.9023393893909,6.076322222876119,4.822036971627941,moderate,clay,14.446148358827129,18.973215639426225,good,cotton,4.193621686921846,seedling,7.57
+28.865512280278622,80.01238590359374,1.1264415331065232,5.664294208940788,moderate,sandy,26.294468513014632,35.57022968298513,poor,wheat,8.06381137330212,vegetative,13.14
+37.54078073715901,70.49393632072055,7.304441772262471,2.590264079875584,low,loamy,30.37583792164887,11.234160212089638,good,rice,7.722294702689395,vegetative,10.21
+38.15482466036566,45.305764560758455,11.419710165261485,1.552818200742481,low,silty,27.2597691519664,17.902586553568398,good,soybean,5.237460679665308,fruiting,6.83
+15.2274545320194,32.87643899653833,11.954604314801363,4.309985193866621,moderate,clay,29.97719743226304,34.962998858463195,good,rice,9.643528609861542,vegetative,12.62
+16.885304399819706,52.74743710631557,7.735347265650308,5.555316271420804,low,clay,25.35265676062552,35.10109763800368,moderate,soybean,5.720339097714295,seedling,9.87
+21.258968239271383,72.92613924592467,1.8901102832691667,7.888875596902251,high,loamy,34.254151898433726,20.610503956714936,poor,soybean,8.596905365892724,seedling,13.43
+31.73288540908754,70.69677947384888,6.029777640132712,5.509468002119171,high,peaty,33.93575898050166,37.3219695601582,moderate,maize,5.953346960872048,vegetative,9.78
+37.206804912787646,50.61129240524572,14.015478419628284,8.042563159173127,moderate,sandy,32.868663684905215,28.79155260427393,poor,rice,9.933650307289833,seedling,15.81
+26.49854878234907,69.06291150665038,3.829382069535863,2.0388950170688247,moderate,peaty,25.14103427461409,31.089866498121893,good,soybean,11.978868192291154,fruiting,13.39
+30.17432790685664,85.0998636454038,5.136439523734534,1.5756649483955645,moderate,loamy,39.794557067832855,23.30441453099368,moderate,wheat,8.882249416973814,vegetative,9.8
+19.712496319889027,22.102781787008567,11.328994044214529,2.4297486772910646,low,peaty,6.368920483650921,49.37089285952461,moderate,soybean,9.819352017297716,fruiting,12.29
+35.12417084704214,56.049683834422055,11.136921438846104,7.948109141998557,low,loamy,11.84785849667106,39.495489079313074,poor,maize,2.5739108433103866,vegetative,10.46
+39.18320278383675,80.68441827734328,13.72693317636152,7.833972077548313,moderate,sandy,33.310705255537975,19.937195980695357,good,rice,10.923331551976275,seedling,16.47
+21.71497332286493,63.691557637070176,6.127721015445443,2.272310240595773,high,sandy,33.92023816225334,19.46253118360848,poor,soybean,10.330190758217867,fruiting,10.76
+27.370648790013657,72.1180870343256,7.961681496177222,1.2788979242561178,high,clay,33.65634874343726,40.9669397396157,poor,cotton,3.386186242574769,flowering,2.72
+17.152902762659345,61.33411140842736,7.277190687696925,7.167537425909487,high,peaty,35.5449877620796,25.520436821176887,poor,cotton,8.17048717383938,seedling,12.61
+28.97841641157421,99.34996357458488,13.95240647982557,8.697536049186798,moderate,peaty,19.79127776266598,13.660478209495457,good,soybean,10.643863159358736,flowering,19.57
+27.56958604616701,24.369722919123056,11.655293537957204,7.78696925959164,high,peaty,37.61417326777868,11.42399651938292,poor,rice,8.294476943473644,seedling,13.15
+18.61091210387694,59.28358574179018,12.5559058075908,2.8251908255357034,moderate,peaty,12.320966741356974,26.558240665837637,good,maize,10.823322804502713,flowering,12.98
+26.05165532795188,27.313323929161413,2.429924898026458,6.253911075028021,low,silty,37.79319711657877,26.58832179857917,moderate,wheat,9.10398956665075,fruiting,15.59
+23.35261630216408,32.78284496908563,11.981777046588318,7.816291485629871,moderate,clay,24.483748186879023,38.2742680849048,good,rice,6.398018578478053,flowering,14.14
+28.045771882629733,50.64306803346095,6.778192107833706,3.302458340923356,high,clay,10.735942525454677,32.99086620858493,poor,maize,11.574177671273732,fruiting,13.18
+29.64135838571998,32.44320732003899,0.838410901044383,5.749487212325077,low,silty,30.76269874370618,40.80480537869505,poor,soybean,11.2259514033827,seedling,15.79
+15.212389465180236,97.09497327653207,1.371281114777627,3.8301436357639327,moderate,peaty,15.355774285588726,22.71008957791993,good,wheat,2.662712901362701,vegetative,5.99
+34.02514957373889,95.74318213801271,10.329665126155248,3.03017875594319,moderate,silty,12.716015409742532,34.97005889961274,moderate,rice,3.605529442376168,flowering,6.6
+32.825357296543515,46.8887716976483,5.894180396616563,9.726303940937672,low,peaty,11.02263443926534,45.42811150413182,moderate,soybean,7.792198305481005,fruiting,18.27
+24.157159655163056,71.17981696301436,13.087675811740466,9.213237643482335,low,silty,6.029185991264585,12.771482150339342,good,wheat,8.187191005995874,flowering,18.7
+16.323398389220458,62.70026564750289,11.146960441200063,5.011009578563384,moderate,clay,31.76289047121744,38.3380533165039,good,soybean,10.994685156008275,vegetative,15.24
+33.87331349462626,85.24695844126148,0.8143601691709456,2.231002549575788,high,silty,22.027649550318557,38.635320449421535,poor,cotton,3.5498590122419333,fruiting,3.94
+38.87937901195331,70.19564878535537,10.45988052162203,7.551165729885838,high,loamy,39.25562514383827,41.76121160775554,good,cotton,5.7837796340165095,seedling,10.45
+21.003789900550355,20.02019635924497,3.289110854619165,3.3013101711539825,high,peaty,20.374504981090425,20.76189279132108,good,maize,11.776974753876274,seedling,12.9
+23.088115343425947,81.05395084877911,6.627447246206725,2.5166602525428505,low,silty,34.51726919878088,26.66083549361293,good,wheat,10.601232993794362,vegetative,12.88
+19.595322237045373,79.74784970368944,9.55866043078296,4.4337611596436615,low,peaty,38.88331215622388,19.588333813831,good,cotton,11.085621592410822,vegetative,15.46
+29.42340308362099,60.77781644531848,13.154408698787549,5.768648282500652,low,sandy,5.786172436853677,22.343275604907884,good,soybean,2.316023243386768,flowering,8.97
+18.87103486618637,92.2335178586443,7.113419381683118,1.876962968383732,high,peaty,8.686161172744525,48.74033969935492,poor,maize,4.200583649221252,vegetative,4.25
+23.904848586534484,92.67569645523211,12.223111585771449,6.145718257436739,low,silty,17.175231942363816,27.826160305401373,poor,cotton,6.631964176897492,vegetative,12.46
+32.42532534835657,61.91293413635178,11.853002110609175,1.1381353728635937,moderate,peaty,35.45406657203036,43.94209789362048,poor,maize,10.737296136182316,fruiting,10.73
+29.002899575233712,68.63905849572302,6.510808436343246,9.02682154533778,low,loamy,34.32826563672821,41.79519415933959,moderate,wheat,6.463065522843514,fruiting,15.89
+24.66156410819838,99.72176575397378,7.764212369777091,9.2866752035098,low,loamy,17.835725842982527,27.78104120709105,poor,cotton,3.606661359406538,seedling,11.0
+25.506240045188548,43.9056187849134,10.65703264572229,7.597636961606663,low,silty,11.996641075938822,49.68716523329577,poor,cotton,8.132258625258228,flowering,17.05
+29.05277206558074,45.96937938491819,0.951652302380626,5.1989446771675984,moderate,silty,33.0812308635567,43.63122075791412,poor,rice,10.936227608378058,flowering,15.47
+15.146618197179032,34.62191221307971,13.416765500089069,3.294066435069801,low,peaty,25.89201061717634,29.307802395743693,good,rice,2.679931285405569,fruiting,5.9
+16.962746711340245,91.66935513262943,11.662334311846555,7.697008816402569,low,clay,6.106016356897509,22.388227244555704,moderate,wheat,6.956308279964473,seedling,12.75
+37.03145169407529,79.5590711959413,4.116530280333791,9.386174817568572,moderate,loamy,33.14755764521507,13.011782053217772,poor,wheat,11.80146431459236,fruiting,21.3
+16.946974727282267,28.45142790961935,14.727109321240146,2.426803344076956,moderate,loamy,38.49363032257526,28.591996202167334,good,rice,2.7580290123493096,seedling,3.65
+32.67008990526263,98.54138809583723,3.101160112549472,5.192397903679282,moderate,sandy,6.473044707727166,24.400396137153248,good,cotton,6.0273425319642975,flowering,11.13
+38.00095410272631,78.4769366528893,13.754256768713828,3.8373547243233537,high,sandy,15.005576098525667,38.45507532966121,moderate,maize,4.186798418309336,fruiting,6.33
+21.76709010754328,88.04176876839796,5.204865145685112,4.210676101413189,moderate,clay,33.6812741546778,10.787134570938694,good,wheat,3.170212955498343,fruiting,6.85
+24.262285926487856,23.852063133856078,11.565627297379969,4.651820031906393,low,loamy,25.462738894022344,43.25790670496766,moderate,rice,9.236666799417808,fruiting,13.92
+29.22303514611791,60.39687351537341,7.117460602095204,9.566167099342046,moderate,silty,39.62746786311659,26.66512551165679,good,maize,2.6368795822158635,seedling,9.43
+37.04272424096462,75.88786293816314,11.178777118025032,3.327734510812843,moderate,loamy,37.04260514004847,28.789303281332277,poor,rice,11.143861397602898,fruiting,13.81
+38.5476396815105,63.435726765747305,2.7588541951208105,5.43408255184156,high,silty,11.239504121404057,17.311607116343172,poor,soybean,11.50444512096536,seedling,14.59
+33.489081202781705,73.3317972559422,4.407843646604,9.563387244956113,high,silty,28.590989262379463,47.499284070988246,poor,cotton,7.809557554577513,fruiting,16.27
+17.16549402136735,85.4299250872378,1.947938454844372,5.284512011964856,high,clay,27.86504430263503,25.93548794345429,good,maize,8.200359515149442,vegetative,11.81
+31.72885388837127,49.9469650368157,13.044587730848145,8.772395697293081,moderate,loamy,8.880004784431572,43.70899190678625,poor,rice,11.083074665338897,vegetative,19.08
+25.257593046816552,87.89349404949678,4.79624832265774,1.5288829689275285,low,peaty,8.133162782575166,19.49813829313021,moderate,maize,7.720036958249405,flowering,9.04
+26.767524987276538,33.03328838122326,10.56990532654162,9.577273766169125,high,loamy,24.930544096423706,13.866279859633789,poor,soybean,4.082387911210177,vegetative,11.83
+16.228709758629424,41.67088440210998,12.393207367252158,2.687780323234458,moderate,loamy,19.10405955643277,35.43043879517136,good,soybean,5.586534584758291,flowering,7.89
+19.776553483658954,23.467649594186064,13.570564427500516,9.819415312581558,high,sandy,24.090607032324364,49.37665959597717,good,cotton,6.891286163649448,seedling,13.51
+34.762840188341194,49.15414490682009,2.0413081720199084,2.580191787326936,high,clay,13.358995921825835,35.87766278225481,poor,rice,9.064179704050511,flowering,9.79
+26.34897082619649,50.39276358592963,13.44871653593288,4.999293530154768,moderate,peaty,24.483206231079837,34.348524933530165,poor,rice,6.6553049680197365,fruiting,10.88
+22.541556040778723,84.42164777658007,3.360165277095432,3.777530424152901,moderate,peaty,18.41883556314789,27.68922872098663,good,rice,11.475764072677164,fruiting,14.58
+24.600476849123957,72.25045362317248,11.185079168068944,4.899082789855397,moderate,peaty,36.06381312978032,21.352051795071407,good,wheat,7.969463931434721,vegetative,11.47
+36.359987833142,54.93780465245333,11.068310780786865,3.2547226593297296,low,silty,15.71303319317806,27.23333030364488,good,cotton,7.415171671988861,fruiting,10.57
+33.72497543512392,72.16911828989986,0.6232955552438364,9.687856711848776,moderate,clay,35.47920939441207,15.958277808539192,poor,soybean,9.75665013706119,vegetative,18.47
+21.80788492952707,24.222668041255293,3.6990466704986864,3.751524856657825,moderate,sandy,18.64973269637331,20.47627061426371,good,cotton,4.058860123686747,flowering,7.81
+17.937546005309333,34.42172288147009,7.632673462640576,6.879474208578007,low,silty,25.235806101768425,29.495416811165967,poor,wheat,7.078516931197704,flowering,14.94
+21.29995554110179,70.1558284193404,6.590503246617591,2.2370274063890965,moderate,peaty,15.023196407341116,15.791822387434904,poor,rice,2.170805408802016,fruiting,3.29
+38.01891127636834,71.30934553802419,13.81931545832684,8.419487363648955,moderate,silty,33.31811325908919,41.661272777345054,good,soybean,6.415708944713366,flowering,15.14
+29.53972094624388,81.93077269659418,5.716242607786586,5.882571491585621,high,silty,34.52762939034209,10.46245280408347,moderate,rice,3.5299678617477674,flowering,8.76
+28.337005218619574,52.23998072428817,14.086263865121454,9.815015120781842,high,peaty,33.3167632026099,22.86373698749233,good,wheat,9.987855710473667,vegetative,18.06
+29.90983999231154,77.8043277292925,7.1617251166917,4.810619951500916,low,peaty,27.394276537059305,30.666058416957224,poor,wheat,5.775697199606512,flowering,11.02
+24.15070664366288,74.71842660481515,14.483117001282404,2.759030874789944,high,sandy,15.66744340579312,47.15791215230893,poor,rice,6.680344890964935,fruiting,8.0
+35.177675507987814,97.07147026958792,11.191644745360486,4.114170994968852,moderate,clay,27.2770904918813,32.93808837489644,poor,rice,2.320204090139243,vegetative,5.7
+28.082156232506243,37.210418113974335,12.52535157866626,7.632690454841448,moderate,loamy,38.58290870959186,21.796159040595576,poor,maize,2.3350366874073907,flowering,9.99
+17.918697569219887,64.13436510021116,2.0207148810605142,6.931958688962884,high,loamy,27.69348738239193,24.087627493844774,good,soybean,4.618053490061843,fruiting,10.37
+18.226628120726573,68.14115536883754,8.999050782014333,8.005126668559527,moderate,loamy,38.473755263292574,23.5663580077141,moderate,soybean,8.997713689789006,vegetative,16.49
+28.42147866256546,99.89183079473766,2.5691552175255867,1.661232629837882,moderate,sandy,15.660315845973612,17.214775183048626,moderate,cotton,9.549758220780417,fruiting,10.05
+38.41425545177098,36.09473137333214,4.815504529739124,6.223318978103078,moderate,silty,34.61003747337672,15.793947075245622,good,cotton,11.933219226007123,seedling,16.14
+22.708803041904968,61.85744159738338,9.541698389425386,9.389518093326744,high,peaty,30.146396927247213,29.225417084185292,moderate,wheat,9.8328450296768,flowering,19.2
+36.73852922148046,47.69482461709111,11.030272718061417,1.971117275334196,moderate,clay,33.67214303216106,20.810441645468973,moderate,soybean,8.459055997797016,vegetative,9.04
+34.102389664471985,62.07143748631999,1.068164839163137,1.84901733021681,high,loamy,29.876703835274437,13.673714728199542,moderate,wheat,9.01058993212354,flowering,9.38
+21.195311072672677,38.57028816824848,8.198684100549288,7.449439280675625,moderate,clay,21.812700280972525,18.659146272874267,good,rice,6.007356931047532,fruiting,13.57
+15.908518707906062,23.808990274199047,8.697052801203352,3.836642102597817,moderate,clay,29.030124301009344,30.829042943865144,poor,soybean,11.648896421127892,fruiting,14.32
+17.54618162855957,65.80523631181511,1.6430059580979168,6.9272128932481625,moderate,peaty,37.623146944844464,20.27572913403574,poor,wheat,8.172960110255893,flowering,15.03
+33.212348346186005,46.86834526886657,7.759976495911072,5.90846061745324,moderate,sandy,19.613941434064856,19.50968729683238,good,maize,2.1893668091451217,vegetative,7.18
+19.991743451016166,34.555312139874694,10.850713060722484,9.874599925059153,moderate,peaty,38.311085229553626,34.82625983037157,poor,maize,5.481778006523777,fruiting,15.51
+24.281773012634844,45.9148452862427,1.271795630695199,9.001507752593866,moderate,sandy,6.728999530739474,37.57665461189599,good,soybean,3.410500371994604,flowering,13.42
+27.54247915016062,23.942416115819597,11.52388275669745,7.102655034055405,low,silty,5.49604386782969,19.64983554890706,good,soybean,4.356429792845441,fruiting,12.15
+33.13670421125407,96.03537872720828,8.858184321109984,3.3550716349283545,low,clay,22.28309984540505,28.885651486343207,poor,cotton,7.658817674953342,seedling,10.07
+17.830780581478134,66.49183319786084,12.581794519940969,3.3571734593542257,low,loamy,34.69795332552332,40.58267012082972,poor,soybean,6.397311585059363,vegetative,9.64
+25.159160131936535,85.18149450776198,3.661907306384014,8.940194205120513,high,clay,13.674237576562936,37.59617034416112,good,cotton,6.509101001398097,fruiting,14.48
+27.126822728567383,53.84945580381843,12.582468421090216,6.268069587478537,high,peaty,29.269834954674067,12.771628997347651,good,maize,6.311528639848346,vegetative,10.86
+28.520676599288493,92.26517340529486,1.8711341413782856,8.10353603846892,high,sandy,24.14167398056578,24.402832157336988,poor,maize,3.9974798225074086,seedling,9.13
+35.45901603488042,58.66545772418027,6.355530598447735,5.048777858831471,high,silty,15.177828814365157,38.93102767521929,poor,maize,3.0663390561177923,fruiting,6.82
+19.291954876080425,65.91562577605356,3.392529477107403,1.9276627298637392,low,silty,15.002768780276188,17.177499616912492,poor,rice,6.337824917586392,seedling,7.53
+35.19578629566556,59.34351840501255,13.202302068217676,3.9941781241566345,moderate,sandy,7.564667027204518,17.83708730247468,poor,soybean,4.691324224790144,vegetative,7.7
+32.321960692416305,78.66226366941213,10.72133733637572,2.4503427485952685,high,sandy,23.76749080759385,35.20686831129696,poor,maize,5.086081135531742,seedling,5.59
+28.89677035497398,65.332486208165,0.8677457688305587,8.03649534782952,high,sandy,20.75493196662155,21.35003814320281,poor,cotton,3.0598437442357325,seedling,8.27
+32.4881967600643,41.72791388643182,0.6380886564023638,7.3046079069138115,low,silty,15.129805640430298,22.950017088729982,good,cotton,9.769642190067938,seedling,15.61
+25.30044347379141,31.643162505811706,4.723114189984211,1.7957163014923658,moderate,clay,38.96513254295094,30.912624769578198,poor,wheat,2.618361667352072,flowering,3.67
+18.459939649203115,68.48995111063822,2.577605157068198,6.592468588856893,low,clay,33.646616216680314,40.02322468003525,poor,wheat,9.023816686554946,fruiting,16.25
+31.644131006634183,59.1343969237629,9.63941492462284,8.86721956295316,moderate,silty,23.37327948058636,29.93155454291882,poor,rice,8.320898446311976,flowering,18.29
+28.11680766714056,27.67805573568904,10.125055541297115,7.276278658599699,moderate,loamy,23.259648687820697,45.73707523349394,poor,cotton,2.4538683152842724,seedling,7.58
+30.98437001356939,51.64939726346147,14.158288103089829,5.600007216859792,high,peaty,11.776408971005264,14.265632749047308,good,wheat,10.2889516417879,vegetative,14.1
+23.44996952571225,61.18211376003629,14.304578905914692,3.8067695644499855,moderate,silty,27.7194532998029,40.16596912440325,poor,soybean,7.74722216948964,flowering,10.74
+37.6716644334959,86.1514587060472,10.054002228464512,8.983870746273059,moderate,loamy,38.37724226327168,31.74552773857031,poor,soybean,9.195499611505866,flowering,19.11
+29.684246714389424,26.088084466668988,0.5822891363642764,4.805243939269179,moderate,peaty,36.44013287662697,42.66746054354223,moderate,soybean,7.86122421344329,vegetative,11.69
+17.135062107271846,47.87962785968024,5.705469790259408,8.69854222210407,high,clay,7.966985953928519,22.65613043904729,good,soybean,4.43163638387022,vegetative,11.5
+26.24509976761072,85.81248981683083,7.94055194208536,8.046998543963774,moderate,sandy,6.858401672603318,29.28405787819306,poor,wheat,5.037813743799243,fruiting,13.23
+33.90890136859086,71.8739145417263,7.738106469372756,8.346042687527738,moderate,peaty,38.64357661098554,42.94390879135644,good,rice,11.973012503912672,fruiting,19.8
+34.85336404330681,43.19666574430294,9.248439127782287,9.908177681454816,moderate,sandy,11.99670458702625,43.27125533434292,poor,wheat,10.071069295230869,flowering,21.33
+27.364926319093968,87.62680976181139,14.427996500669028,7.73882664285668,moderate,loamy,24.26449305799456,25.03961880471549,poor,soybean,10.383135165192106,seedling,15.81
+37.368689270782525,59.46348644501539,13.335294033349731,1.3063684214678355,low,silty,7.614843208002654,42.8878398090706,poor,maize,4.589759304517884,vegetative,5.85
+21.69171092985744,59.86815130483684,2.07916648503208,2.8489054148267043,high,silty,34.51541451013003,37.2959371950075,good,soybean,9.82084080956473,vegetative,10.97
+25.264967430956663,98.12698713603076,4.356715675204202,1.3167563529264807,low,sandy,9.12525790553094,26.37718093689424,poor,rice,5.431298707852259,seedling,6.41
+37.464922764224255,95.76932025891028,12.580086552584726,2.7092221294752155,low,peaty,27.53150018347586,48.78821963602128,good,cotton,5.293850753638995,vegetative,7.55
+37.40641791178948,48.68261466958751,12.452450177878502,1.55295559617502,moderate,peaty,6.981979306277215,11.235772843860246,poor,cotton,5.138460522566931,vegetative,6.02
+32.14281922061702,31.246330293046583,4.492875499764229,5.514553370676277,moderate,loamy,10.483515675535015,25.306515550982414,moderate,soybean,3.0894092552040977,flowering,8.21
+36.4745136780555,46.05333858224753,11.093526444948733,1.2538559181977005,moderate,silty,22.924937717516386,22.27810581221697,poor,rice,3.039128067102654,fruiting,2.83
+17.219331673905817,22.438660824911043,10.24454199140893,5.253211896537335,low,sandy,6.598984045367221,47.43041792277069,good,wheat,8.929180699699947,seedling,13.0
+36.6248744051944,21.66143093683129,7.366097492064442,9.089568164080108,low,clay,11.84644708026645,13.97812944417074,poor,rice,7.065794098451497,seedling,14.27
+23.015497663755667,51.641770900113535,3.4210968138459257,7.737184113173285,high,silty,9.766030612320828,35.120977999283085,poor,soybean,10.106787787547823,flowering,17.47
+19.458287810705407,95.28158581577873,13.38532612296425,9.495603312865804,moderate,silty,6.420126077597516,38.66512101411212,good,wheat,9.843074079858468,fruiting,18.72
+20.98424590855116,89.70858729857662,10.328842172449104,3.039820963808684,high,loamy,38.98488695757444,17.367032961128505,poor,cotton,5.431213943466672,vegetative,6.81
+25.44921270034717,60.91542671340984,2.950397410736433,5.779772347647644,moderate,silty,20.75581992294452,15.997900564536028,poor,soybean,3.336442707716489,vegetative,7.76
+21.27980011511168,65.21811049366646,10.719634000192482,3.867215078492549,high,loamy,35.06275386049173,11.913253328125926,poor,cotton,4.782505958016921,seedling,6.67
+23.01418965041248,20.47467973968452,11.25078893386621,5.444378161228307,moderate,loamy,17.537796573881554,16.35500801911151,good,soybean,7.46249734204854,fruiting,12.62
+18.37446215179105,37.24009246670124,13.359764134255087,6.013682466258596,moderate,clay,6.490718931966416,42.32860145048184,poor,wheat,10.009132171599402,flowering,15.81
+22.40441913897496,21.9819301547507,3.731169201008056,1.3256751742827864,high,peaty,29.347881989569288,47.7582466581669,good,rice,6.459140279966192,flowering,6.12
+29.30709536355003,80.36316261563101,14.836934528494396,3.099305216934848,low,silty,6.356396692977794,46.05688964402641,good,cotton,7.939330239373209,vegetative,10.69
+26.0463427022766,31.651663682119818,2.7242046266403577,7.342955013195977,moderate,loamy,24.347377763034206,24.612191830700297,good,wheat,7.535169697834609,vegetative,14.03
+23.66796903089778,89.52376819814535,9.209988931963954,7.956352220862697,moderate,loamy,9.868920602753883,39.03502038072392,moderate,cotton,4.1513188829103065,fruiting,11.27
+33.66130322142785,71.46594509406306,10.029059326465438,6.125062307387529,moderate,peaty,28.47859406385965,43.08174683336733,poor,maize,6.391183946340393,flowering,12.46
+37.33774928483295,38.35349412125707,6.574816981354978,3.4374612515380902,moderate,peaty,36.24463658798416,42.49941954130526,poor,wheat,8.636764859112988,flowering,11.13
+33.91973057255993,32.61762536665998,7.388046777170604,4.64575705050466,moderate,loamy,38.45173319892079,12.507397838605172,poor,wheat,2.500659493496876,vegetative,6.56
+23.30001755294198,70.20997607384425,13.418196402470992,1.8643313069324607,low,silty,23.472172297267058,18.59321493989851,poor,rice,8.010210759455353,fruiting,9.99
+33.61105419593884,92.06695842258588,9.856476330149198,9.578616551133326,low,silty,23.64463025222184,47.55779722801103,good,rice,10.993988835999732,flowering,22.42
+18.79950456185128,77.46881751315053,7.706513894402951,8.818097240892595,high,silty,6.339766638911816,39.59624664550752,poor,soybean,11.14208981342877,vegetative,18.07
+18.25794970228227,47.88373212827021,2.361068655286108,1.5904211221671702,high,peaty,31.94566500076159,43.37409619156583,poor,rice,10.510227873247844,flowering,10.15
+23.64067592590397,66.99068762149177,0.6063955657354523,2.4984159909249746,low,silty,38.46729454350554,30.564929856143078,good,soybean,4.19816074821081,seedling,5.86
+35.19255922610142,44.86093562979371,2.3120449632015854,6.2298499706987815,low,silty,20.33819433372013,25.72224193882512,moderate,rice,10.589435545676134,seedling,15.34
+21.158706181057543,99.93196534229271,14.364676228409328,3.0918706671629432,low,silty,32.77922339188403,36.04894611923058,poor,rice,3.112303840496077,fruiting,6.47
+16.58133522246699,79.9071350769481,11.579258353374296,9.409606282127154,low,peaty,32.9109771588531,28.91426895182478,good,soybean,5.227612355151306,seedling,12.39
+18.29273838015888,69.1505311805403,14.523186748898594,7.800315227839671,moderate,sandy,32.49952998726536,24.950484505471525,moderate,maize,5.970681689382141,fruiting,13.82
+36.46862421323951,53.86073142126634,1.017776290768492,3.459623616199745,low,sandy,31.55383382395767,23.91502253148205,moderate,wheat,4.060316186421629,seedling,6.44
+30.84458211868219,69.45218322076458,10.36319585595027,1.0549127007142851,high,silty,12.528385783575846,16.316279771325448,moderate,soybean,10.738756764026776,seedling,10.31
+21.330029084249414,47.32928499738678,1.1422561328495608,8.195026520826772,moderate,sandy,31.29987045570871,31.17652757231138,poor,maize,9.36187825271596,seedling,14.72
+28.88239563320453,22.30918715664246,11.839818798597936,4.81680738640959,low,silty,10.053838339993057,30.79386282898517,good,rice,9.142553091340943,flowering,14.73
+28.18949056063376,51.60708178853063,6.023777504660317,6.781399406719993,moderate,peaty,29.93760627485964,33.63078198971881,poor,soybean,11.27411902632842,fruiting,17.2
+31.38589946101653,94.43846556638935,1.8885977215441752,3.5827734287916773,moderate,silty,5.123857573757224,14.6489462101168,good,maize,9.610706990699189,seedling,11.64
+20.829688860540408,70.10408758190927,8.736676305918971,2.285859334223539,low,clay,37.15887633587696,46.5969198990225,poor,maize,6.278119079547115,seedling,7.9
+36.61007467985994,26.716456245672127,4.561742850720127,7.077804326071711,moderate,loamy,33.95860841277572,39.68224492628232,good,wheat,3.330136046030985,fruiting,9.49
+22.73421405200032,90.79948907160208,10.063822157141368,5.052921293319932,low,peaty,28.903721125515865,15.238564004506014,good,rice,10.28172396040842,vegetative,15.16
+32.35329134940592,41.50998794732119,10.04353401294996,3.116527309629828,low,clay,8.306372267441414,13.17375775151433,poor,cotton,9.135914198552298,vegetative,11.9
+15.403116159305371,39.5015594466182,10.722608374750916,2.238651996095829,low,clay,33.87459930457608,35.71682690050733,good,maize,8.055987077828515,vegetative,10.0
+24.31642824735368,43.767277502425664,14.890743642277506,6.224316349974701,high,loamy,35.63108350379226,23.660108780424693,good,soybean,9.451275650434244,seedling,12.93
+23.79274544897021,66.1761788900766,6.107116794237378,7.529949461868169,moderate,clay,29.079573123321957,22.76194214589822,good,rice,9.549979100589232,fruiting,16.3
+28.58711071457536,63.57504747471813,7.247074380033963,3.5549826591080373,moderate,loamy,39.15603219373705,43.59964244521144,poor,cotton,9.426825280711457,flowering,12.71
+16.818406544429912,59.313100369830536,12.166869664867445,7.616282818124115,high,silty,8.250777896005106,23.805727979387527,good,cotton,6.540808588844741,flowering,13.71
+34.75328434315271,77.40294908101016,8.886365333817338,2.6480997885949478,low,peaty,29.80273536744064,35.28728088107414,good,cotton,7.344350437653029,vegetative,9.56
+20.44452004418921,45.32301850679672,1.0402295549730949,4.045741219855984,high,peaty,23.367861212782252,31.48298046085996,good,maize,10.032142699801197,seedling,11.78
+31.92594537205025,82.5651617257945,12.72463854376792,7.7039405811996,moderate,peaty,10.096214508376884,20.51869530360444,good,wheat,11.290034920366248,vegetative,17.6
+35.08030308110233,34.02573427028793,1.246730888101594,6.941291676823713,moderate,loamy,28.04449396468893,23.265602849327376,good,cotton,7.158365171828087,vegetative,12.98
+29.046923906037826,82.60966312616074,2.976891979130872,3.4347126421352128,high,loamy,32.98348787943663,47.72771559618835,poor,cotton,8.930350907847645,vegetative,10.78
+33.52208016804964,73.10480842002264,1.9801595211257144,2.0992150139223984,moderate,clay,10.766188439941534,23.254914927997262,good,soybean,7.072512005893051,vegetative,7.88
+31.54650780537514,74.65666476380692,1.6299434267762427,1.3822608245251775,high,peaty,32.77217486904618,41.36013723915764,poor,cotton,6.169018110640547,fruiting,5.74
+23.88824492880019,58.5242717701808,0.8724306919182978,8.54123661927357,high,clay,8.25397179343969,44.45101960403372,good,rice,9.8076814193469,vegetative,16.69
+35.22146347583913,73.36012261446918,1.297901852599327,1.6762775461107402,low,silty,25.699003886422883,12.841519831065591,moderate,wheat,3.477437129826723,flowering,5.01
+22.3675342471382,26.38376372475659,6.915368243092745,2.03360636985749,low,clay,32.946453830325886,36.52422000854749,good,wheat,6.44668078993878,seedling,7.69
+29.28032294378793,88.12408936394938,4.166357914747902,3.139395672478003,low,peaty,10.108489195004704,39.97042242778095,poor,cotton,7.884701087140743,seedling,10.29
+33.63494347853849,24.44377867901168,2.334784809572872,5.01102733815863,low,loamy,25.00316831500882,27.360867367477763,good,maize,9.079073099817624,seedling,12.74
+24.47389774531269,31.8993207897198,10.051230369534627,8.108083722128464,moderate,clay,19.870737487640127,32.773003054501714,good,maize,10.843007394511783,vegetative,18.26
+22.569190190435627,66.1431766797789,3.778622704196749,3.2273229334699542,low,clay,26.254638551286497,16.472234217416094,good,cotton,3.6133613414192007,flowering,7.42
+26.48365025432057,79.15291643653532,0.7747627524997371,5.891574235237767,moderate,loamy,19.84775951434877,22.73989042962787,poor,cotton,6.1433232360459975,flowering,12.46
+35.44908735872884,26.100125147700275,6.567086864626251,1.813352698450388,high,loamy,13.78191541227366,38.30667855753765,good,maize,4.272555812226653,flowering,4.6
+38.24804407864162,93.66118512978558,5.001278383685424,5.180599046228723,high,peaty,13.883381465923115,34.10284933070711,poor,cotton,7.482793412140291,seedling,10.28
+28.62708532149725,97.88861190405588,5.119764254524145,2.5987509403957745,low,silty,35.264506546075296,15.455429745030996,poor,soybean,4.0450908427899215,fruiting,6.88
+31.536655133091298,68.47601384061689,6.956415408632641,2.900724030015086,low,peaty,10.475901128359284,49.52194792379589,good,soybean,4.397994516408183,fruiting,7.57
+37.58184055597285,58.49947643014693,10.199251944897028,4.301455906980364,low,clay,9.30899879246648,47.511564935973766,good,cotton,3.213719858423006,seedling,6.42
+17.46367128532356,79.31159778237998,9.438947240550911,7.852129288307717,high,peaty,8.397770029691173,18.96469137018638,good,maize,7.649874509349031,seedling,12.54
+20.801964446654125,46.26858818617643,14.090293341938697,7.695877869102112,moderate,peaty,7.595416822155053,45.00482253156758,moderate,soybean,10.00982183741234,vegetative,16.77
+32.72250015628956,59.46115472840852,8.006891661386561,4.73475678836788,high,loamy,5.507226618913632,20.686772109480533,good,maize,3.252887777414322,fruiting,6.3
+35.59361154780749,93.29208214515212,7.352263691013547,2.0680403877316773,high,silty,10.614204258767607,32.54956521500847,poor,cotton,9.935246735175063,seedling,10.17
+36.42572570826445,96.45243401932268,3.594509310645006,3.526224580215517,high,silty,11.745460221617268,41.2820401364142,good,cotton,11.65177783306499,flowering,13.75
+25.377679421373315,94.1655292840948,11.453028688298271,5.548201988771243,low,peaty,14.440342109144575,23.763208040773318,poor,cotton,6.778780926225615,seedling,11.01
+17.233497557296673,40.995845357107214,2.5412487551071283,8.824706008256108,moderate,loamy,9.34138180481527,32.20589573832885,good,soybean,7.348834886681,vegetative,15.22
+25.9445369324905,38.59752321734107,7.621426902397019,9.714291533319974,high,loamy,8.295454887210147,28.01414432550329,poor,wheat,9.620791748104567,flowering,18.89
+20.768364755176343,43.81316047434514,6.609171876617944,6.737238415215222,low,clay,23.95168539950545,40.407944662457545,moderate,wheat,9.51192984419706,flowering,17.24
+22.279911374915606,55.304888991076815,10.045362736863847,4.156178414476612,moderate,sandy,30.154025495021703,29.1470282151584,moderate,wheat,3.0808047111148724,fruiting,6.39
+34.306688920937646,45.13339302335709,13.805511314371554,7.241081083249409,moderate,clay,27.056551207830005,32.67644791394323,moderate,soybean,10.283153431013163,flowering,18.15
+16.888177150647174,49.93702365912464,14.225636076724228,4.026071222385387,moderate,clay,24.484722913641917,43.82230791745148,poor,maize,3.093206467013875,flowering,6.99
+35.68953043701755,69.65095616966076,2.933089373865797,6.629261080749458,high,clay,20.41973202507489,37.94582150544363,poor,wheat,7.663066507052534,fruiting,13.0
+25.691727145604226,81.00205416751807,4.296349664874084,3.193899145261089,moderate,sandy,27.189308683702752,31.10013101581205,poor,wheat,7.02682195856858,fruiting,9.25
+29.90159827751488,78.84465586143335,12.268712139488246,3.4028983110824016,high,loamy,36.56533697547989,28.451663836976067,poor,rice,10.273432682551292,flowering,12.54
+17.241305780891974,85.15388536633216,8.015056555513297,1.6770303013701078,moderate,loamy,26.95964475182407,15.070626080070731,poor,cotton,3.356468477804404,flowering,3.75
+23.433976958931996,22.574752257232173,7.069001241158112,4.781270369918575,moderate,silty,7.130137869814806,12.254659321417227,good,wheat,8.448802736673747,fruiting,12.54
+17.242522975371145,23.818703174300488,10.804069059520234,6.56357068086101,high,silty,24.964661090962814,48.111017062544335,poor,wheat,10.949117584749258,flowering,16.93
+39.03859307202774,83.15063685509034,9.227911812801093,8.09915449429559,high,peaty,23.34750603250684,17.46106250186152,good,maize,7.523155754542107,fruiting,14.3
+35.18154123315626,62.64630578597056,14.575353789109352,8.293136903539242,high,peaty,20.820813663048803,21.074868299088717,good,cotton,10.659544838322285,vegetative,17.02
+26.490818858911503,66.25125390096963,8.967632458179871,9.932000045564475,high,peaty,24.90783585011039,34.437941469870054,good,soybean,10.83440884581825,flowering,20.86
+20.590063708091776,24.206948817150167,7.256620482035172,1.789801532532657,moderate,silty,28.54161819819019,43.11702872869381,good,soybean,4.528584861955572,seedling,5.18
+38.33637763124631,40.42510409370167,8.370851750133546,5.438230916012459,low,silty,6.304103258422475,43.32567870047689,moderate,rice,10.798985558459687,vegetative,15.91
+23.61491489317429,71.06834439083822,12.223827342106112,5.692371178621721,low,clay,21.807031289737544,43.18589670417251,good,maize,8.823120319437477,vegetative,14.43
+19.02461079218437,88.73455120885409,9.3837883233857,8.24080083740103,low,loamy,33.60298115861156,49.12352030390333,poor,maize,10.605215629071257,flowering,19.94
+29.07910971134887,93.3586717745122,9.882197325107407,3.3972266402996234,moderate,silty,23.57720210789626,12.228121869852956,good,cotton,4.643665198460824,vegetative,7.36
+38.5943530086204,60.03355966680654,14.585863760530584,1.624350879455203,low,sandy,7.375022633120088,25.99392792943993,moderate,maize,5.786281332504427,vegetative,7.15
+15.095757262508064,63.63793861905581,9.466734524169132,3.823829292415777,low,clay,32.12744968836334,46.543509836097975,moderate,rice,8.028080501055186,flowering,12.08
+20.95312108134997,86.64397048551928,6.014136100850827,9.855350461578348,low,sandy,37.94660450886165,28.693512704011617,good,cotton,9.539328720244177,vegetative,19.23
+38.461191010260194,63.00996805978837,10.52422739168555,9.094970780421276,moderate,sandy,34.81453852997646,44.8518649369308,good,maize,11.826424326409423,fruiting,20.68
+19.27714917142905,61.34868204298539,10.062161256171017,4.557222648519864,low,loamy,17.689907984742952,10.706258026815846,moderate,maize,2.6838738160798155,vegetative,6.99
+17.831086290995497,92.4067230208763,0.7007907148425376,8.886447988705545,moderate,sandy,23.71883435399075,30.17471274676207,good,wheat,7.417029266640885,fruiting,15.56
+29.254680394995116,83.19461768447042,7.27627480339458,1.2947903570499284,moderate,sandy,25.69592547273056,46.89808863670343,good,wheat,7.480400251465057,seedling,7.98
+36.54609558237075,92.72580210890357,11.27210224179479,3.827836697177805,moderate,sandy,30.052950521503583,20.45131543100981,poor,rice,11.059354902239653,seedling,13.05
+26.927745442348154,37.4597643824923,7.7361011369563695,7.541306631887901,high,sandy,28.31240770973944,47.18633239366268,poor,wheat,4.359225988762152,fruiting,10.71
+39.86410641711312,61.95003893242854,11.804506471063146,2.993070259151551,low,clay,11.96750132988942,10.33909148836602,good,maize,3.5927990763986566,flowering,6.98
+31.979292488449826,87.39777028746863,7.037813598200408,2.78551856338576,high,clay,34.50634364174773,13.157101514207344,moderate,wheat,6.824358442690294,fruiting,7.71
+16.851872680261195,28.891826197368715,14.758163165739916,8.756267913679359,moderate,loamy,34.72138376297577,29.072984900643306,poor,maize,9.260492494931224,fruiting,17.47
+39.82080329204938,83.57297234351694,4.746928043456386,6.543585649690694,low,loamy,19.15230507524621,14.255184337854544,good,cotton,11.719416127407133,vegetative,18.16
+25.19735591950476,34.63787067318955,1.8357778181180664,9.901204464808322,moderate,sandy,9.582014472325248,19.023892621967526,moderate,wheat,7.718002207231429,flowering,18.85
+22.185063346137063,84.6495003988257,6.735171116734411,2.2120270865123364,high,peaty,26.29983611905301,21.901000855140893,moderate,rice,9.2550179716733,vegetative,9.69
+28.94697958944714,68.96007500454945,8.354780860671827,4.20515566509832,moderate,sandy,17.50409747779537,29.259840374528,good,soybean,4.783939654704297,vegetative,7.8
+22.60768979552161,35.45887931878937,5.561859109395692,3.80092034623316,moderate,sandy,30.94867200500587,25.62054541290669,good,maize,8.76427008168562,vegetative,11.99
+17.161437678003807,57.86833434662409,4.0130768217104045,8.921190139470188,high,loamy,16.047998678817876,46.88590554598383,good,rice,4.426093440797673,vegetative,11.47
+15.03570857697942,74.55241331686173,10.244851025089591,3.297668680387096,high,silty,14.204974654011927,45.44058645947212,moderate,maize,6.955772556911928,flowering,9.02
+26.239583823006555,70.7082320706834,5.968313947915656,4.1811489790675305,moderate,loamy,35.36986300516271,39.92283564453648,good,maize,2.465643730020785,vegetative,5.18
+35.921585555664805,54.179775698536346,9.654843671959236,2.285504881078848,high,clay,26.55371874451804,36.3723324415603,good,cotton,5.235108804427055,vegetative,5.74
+29.307879640751917,91.94932231367416,11.79653600468225,7.978608843842684,high,loamy,8.009707517212032,18.173642409200134,good,maize,9.81784015854679,vegetative,16.26
+39.98018247358602,61.54107315902755,11.534538102520344,3.139329555629676,moderate,silty,29.127699653706703,34.07305033518467,poor,soybean,2.6783246031971792,fruiting,5.5
+22.17116614118,60.46938388229507,5.941985004217524,1.6148824500899752,moderate,sandy,31.345674299045683,15.882510701666028,good,soybean,5.1852279092775335,fruiting,5.68
+22.011376619001386,24.98004719531634,8.734524319777533,4.91597859421807,high,silty,13.23212647016574,28.108764707634432,moderate,soybean,3.70698512085103,fruiting,7.26
+18.99373650584861,93.76963118381096,7.020044254419765,4.523123115653812,low,loamy,38.86797216698084,28.460950070927296,good,rice,8.274699439368923,fruiting,12.85
+19.10158970663338,34.16932549426984,13.126676164290071,2.59848283874838,low,peaty,18.05003862950964,37.58839826288525,good,cotton,9.437747382217609,vegetative,11.71
+22.1296649002512,62.267575474924335,13.241997957099988,2.20237803906414,low,clay,37.920084740809,43.40506900562757,poor,rice,3.099163960468138,fruiting,5.17
+34.82100113183818,84.28540811202481,5.484252951876534,9.069014920449346,low,silty,15.276592319690431,22.82009077588493,good,rice,7.229826814651059,seedling,14.17
+37.64391976591119,37.23626215645147,1.8301929942415955,1.6106003789610748,low,loamy,26.321859341384226,11.647251046350071,good,soybean,8.814616383345717,flowering,10.5
+39.37717924269204,62.189863197667286,2.9299460081982827,1.89379861026688,high,sandy,23.11494529727619,11.878814866036285,poor,rice,11.89892015002476,vegetative,12.12
+20.80724135241132,39.25479273786727,5.821525260897815,3.205425530245654,high,loamy,39.72554903780054,44.99297153148965,good,maize,4.178507458023216,vegetative,5.75
+37.0324386403523,80.77559982399293,8.681624344063366,9.57555270690852,low,sandy,19.292446326920803,29.453034411279017,poor,wheat,2.735459558004602,vegetative,12.01
+23.206377231933427,65.14729342985206,10.023411658984225,1.768458245678696,moderate,peaty,11.27517322175474,19.920503323564024,moderate,maize,4.578918410827481,flowering,5.01
+17.82101361292211,88.47806883161148,5.304880171147003,8.34413344068594,moderate,clay,34.16231020850569,11.291469095972078,poor,rice,7.607339707792994,flowering,16.12
+36.750623138004144,91.56464023019063,10.178737234547794,9.028469379869444,moderate,silty,6.47154566523265,31.15057352182676,moderate,cotton,8.331534945537925,seedling,15.11
+30.902640866090465,71.89867859563185,14.097229763269462,4.400809673057969,low,loamy,35.97346100947013,15.483791194140428,moderate,maize,5.786672577798376,fruiting,10.13
+19.11827240202654,78.03129969271555,9.954204843949782,3.645049598486581,moderate,loamy,8.870632269645801,26.68112268800265,good,rice,6.3392237636664746,seedling,8.85
+25.745781437825062,63.9376079909491,2.799195826943093,7.0963995543166725,moderate,silty,25.020435328950903,30.64310860064281,moderate,cotton,7.479118053817229,vegetative,13.11
+22.181442371926693,50.75429864539064,8.9051992381756,7.323711405492006,moderate,sandy,29.96953612025762,19.16801303186229,good,soybean,3.555231318618967,vegetative,10.24
+33.41986421775492,71.84943384166677,8.35748499312125,8.0197944654174,moderate,clay,16.77131692080703,17.953472246884047,poor,wheat,11.618811318942791,fruiting,19.83
+26.3354057656067,92.66308987898633,13.1251516080271,8.475101031960332,low,peaty,34.565950396755,10.792322827714376,moderate,rice,8.73188286034003,fruiting,18.01
+39.73199862765962,53.33443043451504,5.579394300588128,3.41555910411106,high,silty,25.77967392884828,33.42083140418158,poor,maize,7.212201082268821,fruiting,8.97
+16.368624556489877,45.152802109903625,6.63271134582186,7.182654416979841,high,clay,18.83045616302666,18.017648442257183,poor,wheat,9.32032570804165,vegetative,15.0
+23.87538165340617,51.074955084205925,9.18055630455416,2.21415151856208,moderate,loamy,16.38772355430169,45.12913783311395,good,soybean,2.990124082513555,vegetative,4.26
+27.047504177749435,54.831810416927965,8.104167020259368,5.596581983897383,high,clay,8.920288272447953,34.15106199103389,good,soybean,9.866246628642433,vegetative,13.58
+27.578338868707995,25.884882318217297,10.925740589875026,6.51598224861335,moderate,peaty,27.41272463363036,32.25657318988203,good,wheat,3.9273553437979913,fruiting,10.45
+22.89839555964092,59.87534723479955,1.0856403682311893,2.4555874300889315,moderate,clay,17.74150312165944,30.187386584325434,moderate,rice,2.800859140212614,vegetative,3.91
+33.231006227439195,59.54513984400477,8.670982278500917,1.6885588574758672,moderate,loamy,16.219619198864876,18.612403135636125,good,rice,10.846558919520934,vegetative,11.92
+36.86867683722437,67.07550621124184,2.264242448556192,2.7527165764857364,moderate,peaty,38.248179383503135,48.77641777107964,good,cotton,9.025379715922533,fruiting,11.36
+38.467982549446575,49.02560243770652,5.07053039153596,4.785298730671304,high,peaty,14.547915615847147,48.68178517897663,poor,cotton,2.3832027770008573,seedling,4.86
+35.12733441998816,69.04860767644718,10.09358949221966,8.990568800338373,high,peaty,35.67977887439061,22.85089698319323,good,rice,11.31570559262414,fruiting,19.47
+36.26450493266498,90.25730482193624,2.7825059085865766,5.787229820812544,moderate,loamy,39.121360773590965,41.04864896091898,poor,maize,11.980301824675236,vegetative,17.18
+28.76363251549989,96.43767923961316,4.978206614817118,7.736436025605915,low,sandy,33.79589820894059,14.769842628435777,good,soybean,8.185312943889617,seedling,14.24
+35.647205660670366,66.68897729128398,10.693594001112023,2.567300754623019,moderate,loamy,5.683097214186339,41.22115382527386,good,cotton,3.464289806901584,fruiting,5.5
+22.587597728698807,23.407276317625048,9.936676016639092,1.953803782497029,high,sandy,35.4018396513698,21.45327731885141,good,wheat,7.161691827092127,fruiting,7.64
+24.96196905273036,97.53887978136872,1.8200752035412016,3.156556218690158,low,sandy,12.46953680263368,21.5653790386903,poor,wheat,8.774169322259615,flowering,12.32
+22.922825345463608,76.4689648717005,8.870393155638697,3.824923715113232,moderate,loamy,17.364716904778692,30.28933237790396,poor,rice,3.850903942383132,vegetative,6.33
+26.684683386198135,46.87709188429217,2.635189697820272,5.9329181693997946,high,clay,39.70541175016368,25.69315846674986,good,wheat,5.873258200865855,vegetative,10.03
+22.13949040596591,31.772616077097872,4.157934991360143,8.931189883279966,low,loamy,19.17422508059633,14.71324571895162,poor,wheat,3.089012247130343,flowering,13.38
+39.04028605636117,31.473488978902,7.158563540218792,4.834833550996288,high,peaty,27.919221173618705,33.723085717198174,moderate,rice,7.806794691445606,flowering,11.54
+22.821115700141704,33.41955249116822,2.0855289378237423,5.669183690604731,low,clay,15.875171549592508,18.553744375290844,poor,maize,5.4347056245136285,flowering,12.11
+17.451113452773495,23.645801729105624,14.907881034819216,1.0415218238642858,moderate,silty,17.930003403391563,27.779191252194263,poor,rice,5.527016798864432,flowering,5.18
+28.170429151260336,92.17233509223291,2.8978586352830167,1.2998085660215797,high,silty,25.916886495969536,19.24042759323391,poor,soybean,6.599259007479812,flowering,6.26
+16.427476961129408,63.26145862618691,11.829033112214765,1.7539227993479285,moderate,silty,38.190001101305405,44.30340966506221,moderate,cotton,4.52934743870516,seedling,5.22
+17.763579157714513,75.99675301710698,12.532663252836764,7.290946769311258,low,peaty,14.885944767921464,23.520867090882728,poor,maize,8.168422137138412,flowering,16.43
+20.48473472990616,86.2486807414646,14.91972756349202,5.375722318947257,high,peaty,13.65781024651003,45.499633006638575,moderate,maize,8.716423627943051,fruiting,12.6
+26.60875624705354,83.32328050665602,6.715471658857892,2.736650786786723,low,sandy,5.919609610982345,23.043889742372183,poor,wheat,4.510768516703869,flowering,7.75
+25.83127330772569,90.60844989830731,13.174370542020432,6.3333949482083725,moderate,peaty,12.07380811591918,17.179882882132425,good,cotton,9.705144581466897,vegetative,14.93
+34.99229655006978,97.38036980199615,14.38432186574434,5.901509366371325,moderate,sandy,14.184439420436371,33.065385707299875,good,cotton,2.5359153683772835,fruiting,8.21
+33.48686634710283,55.125649179355165,3.006965100972673,1.7991937162899616,moderate,silty,7.200651494242352,32.205511050229866,good,maize,8.917895825290536,fruiting,9.88
+25.65795734976753,96.02683733347124,7.4518232913632225,6.763714954454317,moderate,loamy,24.726307254589987,34.75654228451828,good,soybean,6.347322892737637,fruiting,12.61
+23.342605189390746,77.8631958674253,1.370156873413272,7.904393853674591,moderate,loamy,9.436752620127388,22.08558394305397,poor,soybean,8.217548330989983,seedling,13.69
+22.911719601537463,25.65345522464628,9.500498174350923,3.578989669381872,low,peaty,22.887673964719525,22.79875663453486,poor,wheat,5.980005885584013,seedling,8.52
+34.34987718235023,74.54264969698764,8.930389274420213,7.187399757948768,moderate,silty,11.614346167724808,19.497203341103454,moderate,wheat,5.777628853161467,flowering,12.77
+16.301810155531744,74.93733276838789,3.4598311276163587,2.797475653079056,low,silty,37.75039255647224,47.13603880899986,poor,soybean,3.437261533519144,fruiting,6.47
+15.320541237765145,92.46884510340216,12.069590003964828,7.810559323405704,low,sandy,15.74841465954548,37.318229262555136,good,cotton,9.128202657220104,seedling,15.34
+34.8886097981662,49.83457059760737,1.040396480071328,9.205967522104482,moderate,sandy,8.25249661856859,40.25022995176853,moderate,soybean,5.001103193818055,fruiting,14.07
+26.928659399726232,66.79292002174543,12.190296199849575,4.976804114214824,moderate,silty,34.265401388699026,17.766525604302412,good,maize,6.303265334177155,vegetative,10.2
+18.2720284638394,20.9750040809394,0.8863567218760771,3.2015987039045606,moderate,peaty,19.071273201661647,36.463131634659774,good,rice,9.581984997649258,fruiting,12.5
+20.88914836486253,46.56601937450688,10.02401777597708,4.5925903197792985,moderate,peaty,33.704232042108714,40.506572690492746,poor,rice,4.299662704372936,flowering,8.49
+38.31259882743456,24.979498092702475,1.6421579517660685,3.250697253901452,moderate,silty,15.937135409788606,23.69824428304945,good,rice,6.507619126489261,vegetative,8.73
+36.48757439062245,61.74983782119176,4.142770030028682,1.011154381897379,moderate,loamy,22.501322152082587,16.30770428049898,good,cotton,5.19194367149609,fruiting,5.54
+32.744626255599314,85.39581204055625,10.96774356502162,6.854109506240007,moderate,loamy,20.587505574904345,37.880169980447846,good,soybean,9.152638792297672,flowering,15.81
+27.055630758433164,36.51541537032551,4.565869594568109,1.382739777659772,high,sandy,24.52672227208336,34.4457436813388,moderate,maize,11.625665663744789,flowering,10.99
+28.008090654784645,62.19528364462228,7.9120208064071536,2.893516661955079,moderate,silty,19.05779148729937,33.02472992568788,good,maize,11.505513949192238,seedling,13.04
+39.38111338209897,36.32069092086137,13.77109990804166,7.50204600516839,high,loamy,22.38807527191847,17.302665836222467,poor,wheat,6.970457882237993,vegetative,12.9
+39.144261097107176,29.655077427699236,1.219698133530386,6.991525125242051,low,peaty,28.77646311573636,20.49968361751789,good,cotton,3.690037246684486,seedling,8.89
+20.381726144645857,60.8797433547474,12.260657009167266,1.659960208415491,high,clay,19.513897240314183,34.99538116758508,poor,maize,11.661082249096516,seedling,11.77
+35.277614157632954,26.33188967597821,1.446443979243098,6.940492669711693,moderate,clay,28.954166124716554,34.54344896340061,poor,wheat,10.91151033406651,flowering,17.68
+19.93106665417542,66.98837049103915,2.3385252428818117,9.375174006182045,moderate,silty,30.000567172639222,32.18891333927111,poor,cotton,3.5849858494269933,fruiting,12.49
+20.338436947098785,22.5069968541381,2.230127006393557,1.6705222211636483,high,sandy,31.21243679753858,40.72557463948986,good,maize,4.733346810232627,fruiting,4.61
+31.90232585411442,28.53719774947004,14.91448310655553,4.741194049089726,low,clay,21.48278926142102,42.58628791611128,poor,soybean,3.1098894183343555,vegetative,7.38
+25.12502746468871,63.99979883898863,3.1127016303072343,7.564905011027273,moderate,peaty,5.132652815345609,21.060565415064232,poor,maize,11.56029648516563,vegetative,18.39
+38.288610177663,67.31259303191311,13.503046770715889,7.00950702860122,low,peaty,31.372887543256905,16.30430257164705,good,cotton,2.7078679219451542,vegetative,9.55
+17.22524337240022,22.318954407500648,14.868516362725035,3.038594882225485,moderate,peaty,36.81797912731503,18.046711364068464,poor,wheat,5.9426281190069234,seedling,7.21
+27.78814102023733,65.87014304012467,6.064879170978321,2.467605497470357,high,clay,27.84162564090959,21.25235183726901,poor,cotton,10.379716809665894,fruiting,11.24
+37.963038261078026,87.08020202589096,9.65020388116594,8.058223036368387,moderate,loamy,23.35914584394575,47.90994290436675,moderate,rice,7.4307812169798115,vegetative,14.68
+37.60284151198763,77.78529418351631,11.796823179572382,9.60620189714917,moderate,peaty,24.585696402215444,15.486484602860497,poor,maize,7.164103227173139,fruiting,16.95
+18.91323033539353,30.49480831366389,6.19335368662502,7.9082512078854625,moderate,sandy,27.428411555397798,45.150459645013854,good,rice,5.831621064109906,fruiting,13.08
+24.16594250241141,67.39797180508918,2.846305037218205,9.66884033977975,low,silty,39.948362573228,18.13509836816656,good,soybean,2.088710338249509,vegetative,11.61
+30.47803500116741,73.78020000593708,6.789559784992138,6.444958817233385,moderate,silty,7.171957824474365,23.93782852197419,poor,wheat,3.492889893754609,flowering,10.52
+18.98487211928505,22.978496140183346,11.692370852542696,9.361889746227254,moderate,silty,5.741401403883748,15.034906535852452,poor,soybean,7.774090149149645,vegetative,16.4
+39.20055430114347,88.42781349468981,11.821060059851844,7.213921250903981,moderate,loamy,38.745879294920506,14.134414039030425,good,cotton,10.022424114009535,fruiting,16.82
+37.86873321819151,92.50139178318642,3.8428124864782434,9.17996275180978,moderate,silty,20.416612324366987,13.805721724914894,poor,maize,8.470325482012054,fruiting,17.52
+19.173754475861728,88.03618186898069,3.0370017784158247,2.454300711726317,low,silty,26.43237926618372,23.71035626663177,good,wheat,9.599021556080732,vegetative,11.64
+18.028886531524638,85.97051743912905,13.84813018045507,8.34008694169554,moderate,clay,31.370433068676828,30.94768355976911,poor,rice,4.0640440669415385,flowering,12.77
+17.135212070206634,79.59721587687146,1.137985943095503,2.7707122085810725,high,loamy,30.973368055835067,18.0323016004944,poor,rice,7.624121724395935,fruiting,8.63
+37.73609160091578,70.67456250255681,11.15370789859376,1.2468619175136153,low,loamy,27.65179675971527,47.3069692578519,good,cotton,5.708977819011863,fruiting,7.02
+19.84059524488652,74.29016039906016,1.1731100889779331,5.658275206386667,moderate,clay,21.516203830486216,33.456751206702755,moderate,rice,5.343360917002599,flowering,10.5
+25.40712321360887,84.51162346679864,12.649550737484324,3.864266025056599,moderate,sandy,25.16273878188893,45.402590198016334,good,cotton,6.2461181372989545,vegetative,8.86
+26.221284141300075,72.99987666890436,13.628514793373478,1.3917822560921609,high,silty,30.53761057105957,15.952751345902026,poor,wheat,10.713580985219773,flowering,10.17
+29.97527610533919,46.21815653456568,4.812577301321936,9.822739408553437,moderate,sandy,34.77850807525017,15.739779522912697,poor,soybean,10.850487050627546,fruiting,20.24
+16.793383593685625,50.07688817290831,1.5720668309921146,6.998194859409935,moderate,clay,9.455641646755817,43.870108083312005,good,maize,9.883610700442247,vegetative,15.63
+20.6689654350129,91.76459746978335,7.469925777037714,9.116309558940388,high,clay,14.728551161711056,32.719254182747754,poor,soybean,5.758831034683155,seedling,11.82
+38.28725967297315,21.369766863772952,4.827714032809414,9.991743272847534,moderate,clay,18.91581656873326,47.54347181084352,poor,soybean,2.2440298951870634,seedling,9.81
+37.71025268171424,75.90564649954257,6.548474070750496,4.527700630039829,moderate,clay,28.29243919344713,15.875874093910124,good,maize,5.670929118384909,flowering,9.67
+34.532266185142305,96.38220419401723,10.142289075585865,3.2926332586070366,moderate,peaty,18.84849951407877,11.040719184834522,poor,wheat,10.255660590153036,flowering,12.96
+15.485031140455384,76.4982535966379,3.542477521256396,2.654959534181459,moderate,clay,13.36097666076737,46.66242196342074,poor,cotton,2.9807781122821444,flowering,5.11
+23.17516921240255,99.51295905854256,5.6757977579542525,5.636683970122084,low,sandy,6.160004292239546,37.953484209915445,good,rice,8.68522111899151,flowering,15.26
+30.69896838357269,75.00359244226647,11.847156109243768,6.454726997519417,moderate,clay,34.48777794281814,42.28672193399889,poor,maize,10.588872063728694,vegetative,16.46
+21.87975529433689,22.74904233734889,9.834548274315914,5.251804624292723,moderate,sandy,19.66268170223925,21.840560543966006,poor,soybean,6.67893960186111,vegetative,11.37
+37.73966737634443,86.16079053175389,5.230994621692961,4.485268133611141,moderate,clay,16.523014962047498,10.122656779324515,good,maize,2.422772886924633,fruiting,5.76
+30.847236545811047,42.770392955145525,10.132373203768964,2.514453071132155,high,clay,23.57891773944397,29.31519398196251,poor,wheat,7.030715295027681,fruiting,7.77
+16.79766793291114,55.68457805315528,11.597037381933516,4.976736614295616,low,peaty,9.302192534252274,49.60037663138762,good,maize,8.925594158078054,fruiting,13.89
+37.72513972089257,44.96735327256657,9.091040923815418,1.7671882337115845,low,clay,18.90754253340048,46.30149668271413,good,rice,8.564683339101371,fruiting,10.34
+38.94416645440556,41.48432849677435,3.9727040712646233,8.785429829988328,high,silty,31.312500829984952,12.880911401763711,moderate,soybean,7.1192552011439565,vegetative,13.9
+16.942810459793137,54.51245629358283,0.5035567124238995,1.422123868881635,moderate,peaty,30.764110720223695,17.511346398941143,poor,rice,8.028435372518434,flowering,8.08
+28.30900587153287,50.3001158752539,12.14131205133008,4.425814555583992,high,peaty,32.01637271549265,22.44911588475247,good,rice,4.767592899623157,fruiting,7.69
+22.58410705535426,70.66708654740715,12.428186552084384,1.9012408213867165,low,silty,21.35959822357801,43.21601821105536,good,rice,4.123382333398016,seedling,5.41
+24.820976912035057,85.05209607900085,10.615265270218249,7.974824495203705,high,peaty,17.911980348314163,42.98857726984027,good,rice,10.864570604593029,vegetative,17.24
+19.491280448883547,43.76709225497926,1.6104235048304,3.8146328094513415,high,clay,34.1004174494438,17.40018011335419,good,maize,4.88537587728913,seedling,6.64
+29.451802550310312,37.09769222576139,8.98572316886667,2.0179505138729934,low,silty,11.06518632607252,31.32320308578962,good,maize,8.924241641216334,vegetative,10.64
+38.94948383122227,73.35162166962738,12.404799733438306,5.783421689780624,low,clay,30.37982230508958,30.071794635099224,poor,soybean,3.8386795587470783,vegetative,9.3
+27.576815006790227,73.62560526646253,6.150190641568402,9.24649306506586,moderate,peaty,36.078155272378496,26.57121983191785,moderate,cotton,6.300516278157672,flowering,16.69
+17.072864534862028,92.09049914289376,3.3710106461936844,9.17780384007283,low,loamy,15.015329740293977,31.43681823607888,moderate,cotton,3.4175205646971154,flowering,13.91
+30.50003333693521,21.27565491626487,9.020595810001325,3.246859370195109,high,silty,11.922839777590294,21.71155456103169,poor,rice,4.945699274223069,fruiting,6.37
+23.505574861281424,88.24325296932079,12.48144609586273,7.476937083642102,moderate,sandy,22.938361164631115,31.261966906340383,poor,wheat,3.793281221077523,fruiting,11.22
+36.39812973978245,61.68017383586856,1.208614401252451,1.2725577355689213,high,peaty,12.573673867038918,37.42432732302494,poor,rice,11.557836053696706,seedling,11.36
+25.866953707911755,69.70416713376791,9.155792648830667,2.186666168530821,high,loamy,35.47689813710155,12.500131093373614,good,wheat,2.1583839531255684,seedling,2.62
+19.82099022355614,27.309715244913185,9.82602003242046,5.495251332824016,moderate,peaty,13.554591535263173,48.69223599502803,poor,wheat,5.4767034008880735,fruiting,10.67
+19.777640567278624,54.60919462976365,9.234322070550055,3.0588079103951693,moderate,clay,15.988807251231853,16.61214395867169,poor,rice,8.29411523126586,fruiting,10.16
+34.21910451802901,38.1841925790819,9.925488421437205,8.184356685641243,low,clay,36.094683955692496,24.411946528788427,good,soybean,10.783155888956353,flowering,20.35
+21.639689957684,40.33800240660072,9.65494196026024,9.379649548473951,moderate,clay,12.1967566989252,28.825094500490245,good,wheat,11.964835473189444,fruiting,21.41
+34.18083485398057,60.32760917408219,2.390856332215061,1.03899984834504,high,loamy,35.96744090533324,11.639377621144922,good,rice,8.087441244091472,flowering,7.01
+20.147182769164985,84.99647603224899,3.9065832657592727,3.096242466408818,low,clay,12.34310357888938,31.934473423302823,moderate,rice,11.181037041467416,fruiting,14.22
+23.04215921753273,79.5024744115885,9.475413076690648,4.955980114686046,moderate,peaty,36.91319815054074,44.79895067862459,good,rice,11.4851232232812,seedling,14.83
+26.637174310992485,67.2799967268763,0.7565508364831762,6.067713595171496,high,peaty,16.11746660836517,46.04072651789773,good,wheat,7.369563638707307,flowering,12.75
+38.57989624233627,63.15345542027736,9.703795521487043,9.24312499832891,moderate,peaty,13.618210701385795,23.047665103570893,good,maize,3.1586104152186505,vegetative,11.07
+38.293285618845616,54.1844834587592,10.148106044882963,9.026951414637642,moderate,silty,21.7016419854894,32.35186434703977,good,wheat,7.018365682884522,fruiting,15.56
+20.1717968855572,97.81679788491093,3.968034017994048,6.734530895211693,high,peaty,17.92282261630443,41.07189726438861,good,maize,6.839986370472571,vegetative,11.87
+23.95547603107682,64.81540433873866,9.172926031420523,3.316492126754961,low,clay,12.061239046338532,20.113828475447217,moderate,maize,7.480383633444155,flowering,11.39
+18.734984711344307,40.31731186497777,8.244305880494586,8.049590288905252,high,silty,16.84238293312715,31.138900324337094,good,soybean,5.525731610794688,flowering,13.33
+27.749626982837427,38.40726336320317,4.2800274482201495,2.823865941585086,high,silty,29.96302701276493,24.66886398659392,poor,cotton,8.685905703206155,seedling,9.53
+26.514563767366667,68.90824246201134,7.213123172183942,9.68655091687135,low,silty,34.11652233317121,25.126998387239688,moderate,rice,6.648192726058298,fruiting,17.27
+37.51900406126831,61.8262021848743,13.689555676476632,1.052559241605982,moderate,silty,33.72666410404605,13.765501307190968,poor,rice,7.712055366733942,flowering,7.63
+38.25013444477682,20.615824236377023,6.685740316668301,6.127934535171113,moderate,loamy,31.48860369401722,26.2755854041413,poor,wheat,5.017586763116512,flowering,11.53
+24.589184775182304,86.40522977566235,9.632740564752774,1.7955752222946495,low,peaty,5.190230336981701,16.43517027212447,moderate,cotton,6.402708950261141,fruiting,8.27
+27.29344857547473,76.32978833859477,1.012586905090066,4.668395771638192,moderate,loamy,19.931138149272613,22.0508028983155,poor,soybean,9.133653038738949,fruiting,13.35
+37.40590622865333,72.94634317424828,1.6281016431704325,6.714401862793754,moderate,sandy,10.91402621709639,23.21124411599781,poor,rice,3.073259762581058,vegetative,8.5
+35.167695193626535,25.502452615812714,1.6789670628981177,7.206386460327247,high,loamy,7.571653905930524,27.22399781957779,good,wheat,10.011542096383376,flowering,16.45
+15.091407783616232,48.96446801379931,11.784491072583458,8.070125227065416,moderate,silty,30.75587168819232,46.676549558381616,good,soybean,6.231194971238961,flowering,14.43
+23.001489104589563,94.8305808586229,5.578724974650064,6.339949324882931,high,peaty,32.77179546489387,35.23988342604488,poor,cotton,11.751371092295168,vegetative,16.38
+25.544356048403145,89.0071393073091,3.8003694813042936,3.2618741615739504,low,peaty,33.51158263886626,48.978481539524,good,wheat,7.31248320438635,flowering,10.93
+20.74290709208079,42.84343502956268,11.33620624254998,9.003279186413844,low,clay,36.16087783770893,33.6260606503521,good,soybean,2.568100379344028,seedling,9.43
+19.98929039739847,32.5647107279311,2.9644209070645298,8.299966717123189,high,loamy,25.651686682943044,42.219601724018496,poor,cotton,7.111658279405927,flowering,14.74
+15.944612664891991,55.92703657348616,4.074141613519069,2.44047085936165,high,peaty,39.93454299318262,43.36605865169167,good,rice,7.291650214766367,seedling,7.82
+31.084243126744013,48.46643029341287,6.748505927415303,8.43860065787064,low,sandy,21.93029241091444,39.56015218240511,moderate,cotton,8.663749700869532,vegetative,16.63
+21.562757262079145,74.57811013647928,5.305852000711893,9.753800643194335,moderate,sandy,35.92246496082616,36.79659889886807,good,wheat,3.646440809984324,vegetative,12.16
+16.308679460782827,97.31478480674556,8.988187060031342,6.734972051271259,moderate,loamy,8.95292677160435,26.716599673458692,good,rice,6.766810889898434,fruiting,13.38
+20.77448276320159,49.04011599860492,5.398688976585291,3.536247008025044,moderate,clay,10.212322520839985,32.6910458082008,good,maize,5.870763298871433,fruiting,8.73
+35.04784882090316,24.97793381217936,6.197798719953933,6.459344481460729,high,sandy,25.662230560095757,17.748666945315954,poor,wheat,11.175123829713977,vegetative,15.91
+36.28722954116367,91.8091206673908,13.011855819617546,4.0828156223346905,moderate,clay,9.344717017260828,34.72986585533766,good,maize,4.960655524924833,fruiting,7.83
+27.076656129832564,23.035978419189664,13.325705874606037,7.0835182357807565,low,loamy,7.635522336040869,30.571860883933372,poor,cotton,2.181924959646522,flowering,10.11
+25.401766760217157,96.22127177226665,12.501812266794408,5.903199635102861,moderate,peaty,11.86226212721989,42.17301022571822,good,soybean,6.97285857146463,vegetative,12.24
+39.44634233754454,73.16635424072318,13.040048524217172,9.36541550880776,moderate,clay,32.56379026930047,46.101744978088526,poor,rice,11.6279432107682,flowering,22.17
+20.01411648970175,95.33513667535593,8.761065705417197,6.561176888807225,high,sandy,37.46103018713782,15.3117820717166,good,wheat,8.42435841512631,seedling,12.42
+20.38398207136521,35.97277493191826,9.870381613895068,2.9258351535445217,moderate,clay,16.671356285418696,37.63631206461584,moderate,rice,8.008146267323573,flowering,10.34
+22.296679425909996,23.25598362030461,8.579010915046638,7.525988860076962,high,peaty,39.11645441677294,48.001852322555095,moderate,cotton,10.322981359002558,fruiting,16.51
+19.318932957027183,59.056798262119344,11.89102721876734,3.7079048607479375,high,peaty,33.334266321545925,46.715233496686,good,cotton,3.551494369373448,flowering,6.04
+24.484139955104663,56.049873165610016,8.489507043540941,3.451518576539239,low,sandy,12.913770082034596,43.377050012145766,good,soybean,5.537249123683656,flowering,9.17
+37.77085567474384,46.519381860390624,2.1106159859863176,4.525989630170531,high,clay,25.514024964544497,11.933640017343032,poor,soybean,4.083286338203153,vegetative,7.04
+30.38369601571436,96.6125179510958,12.238911746624469,1.107970111564081,moderate,clay,39.36276951104709,20.09936466559489,poor,wheat,5.842352848029175,flowering,5.96
+25.298663715306592,85.80669857291457,11.528484974824275,9.722265941451523,moderate,silty,34.707503448841095,15.93153858882436,good,rice,2.562069919282908,flowering,13.62
+38.36026986428037,72.92656171004747,12.394358631598068,5.7909800022282845,moderate,sandy,17.717567897637643,47.07737843347631,poor,wheat,6.1040826410865785,vegetative,11.17
+16.21160581189556,33.028663331026216,3.261227219151547,7.961445044856642,high,clay,15.72130273067661,39.95559262182787,poor,maize,3.479249820227332,fruiting,10.1
+20.256904447546532,78.74587265748198,4.438447264367023,3.320670001400905,moderate,loamy,33.67389518871636,31.27138545321094,poor,cotton,8.20738046040421,seedling,10.09
+29.147215127543973,78.16099637597792,4.788399610321185,7.71956318470263,moderate,silty,24.22078188560497,49.17600941684067,poor,maize,6.803353787558158,seedling,11.83
+30.38881557982948,54.0054538892806,7.867167774692267,6.104534520503218,moderate,sandy,10.720488036578494,17.78875061364149,good,maize,8.675638748816523,fruiting,14.34
+15.988937664065327,93.98287277712107,2.441217720370167,4.817297564015522,moderate,peaty,16.474139543433402,35.66287671195627,good,rice,6.415887121627323,flowering,11.3
+25.075968947678305,33.358230578320835,6.088035422485577,9.736023035768158,high,sandy,28.16345420808134,34.37524113094551,poor,maize,8.26223861438568,fruiting,17.22
+31.22884912077182,41.38700499293314,3.1412933356459294,5.444593427317653,high,loamy,10.36056094487563,23.618169796794422,good,maize,2.998039132952276,fruiting,7.12
+32.451763660085035,25.057947140050693,4.339059338974678,6.917127237007092,low,loamy,29.45506725923627,29.415211683374714,moderate,soybean,3.649740301148877,seedling,9.07
+30.953497562906733,83.636076654207,10.742620701097197,1.1380797234089173,moderate,peaty,29.84750665136564,19.41544674639889,good,wheat,11.673539702166988,seedling,12.14
+23.014080609023114,69.74075088763178,12.894761766600576,3.7130968584878343,moderate,peaty,14.476122423646862,37.08459022991919,poor,soybean,10.401912972139929,flowering,13.64
+17.338003089947737,45.19522445449997,0.832135065659166,8.998224095440598,moderate,peaty,18.931070014112453,26.729628413612183,good,rice,7.589564513086918,fruiting,16.79
+25.67781116048335,33.10509308754523,8.705505968647506,7.83063155004417,high,silty,37.74077325999432,10.942003879162057,poor,wheat,11.987041583059389,seedling,17.0
+18.218860934201388,23.21182160229923,1.0228665499028735,5.830786325580847,low,loamy,31.221152573523725,48.03140892295773,poor,wheat,2.359279703922412,seedling,6.84
+38.69059146301667,33.33964549007493,1.7361140526674792,9.101437364019567,high,peaty,32.57337294481778,30.056766290897635,good,cotton,11.778475340294188,vegetative,19.28
+26.879271650565705,56.262771707012654,10.723718501904582,5.375984618868002,moderate,loamy,23.069281642032813,38.225355188051125,moderate,cotton,2.5990758857380385,vegetative,6.74
+22.93147935892169,39.77415752084849,11.166317544280693,6.098563577689981,moderate,silty,12.459897579779572,17.877199607121277,moderate,maize,8.424455765759959,flowering,15.05
+34.1576017779725,40.71857419455733,12.302719761005582,4.43937562477791,moderate,silty,25.69395694158965,15.089188716641443,good,wheat,7.834471391119994,fruiting,11.96
+27.448714814556595,90.04610933341715,7.376501920669422,6.5803603305059575,low,loamy,32.02365015525008,46.096877185862574,good,wheat,10.753377534119847,vegetative,16.97
+22.750850600311253,61.211013876888046,12.967208489234729,3.871013778287864,moderate,peaty,5.135914248329235,33.63730093275582,poor,cotton,7.839621892054568,flowering,11.88
+35.299193559770046,78.34015785027317,2.919155228803553,4.469429597881215,moderate,sandy,8.982168864292838,29.734034875319907,moderate,maize,4.208105480848071,seedling,6.64
+36.67880377502805,22.856875922251447,4.120887997707538,9.696936368865416,moderate,clay,21.600294051532742,30.846001426164413,moderate,cotton,4.15350559019774,seedling,11.31
+31.825204157216923,49.2130684542423,2.450281140228584,2.0017781181963112,moderate,loamy,20.30186516051429,19.44810388820342,good,wheat,9.33880708950654,vegetative,9.97
+16.174110560191682,58.33354779163535,12.06429027843721,1.9472981072143687,moderate,silty,39.379906602824505,46.50745474050901,good,rice,10.342573708787462,vegetative,11.26
+29.1580720041633,34.91334841681478,3.815789216605974,1.3898441750951416,low,peaty,8.225351520902805,18.569607384148583,moderate,cotton,6.8609665740266985,fruiting,8.07
+34.082372799932045,29.615323315643096,2.754913019995287,3.880400677842408,moderate,clay,16.329022689207367,16.320251113359934,good,soybean,10.064369938398956,seedling,12.37
+18.412575302089557,89.6243022799874,9.535104970026817,4.584063182211319,high,loamy,33.52886496411641,47.20183551422163,poor,cotton,3.5639064225827126,seedling,6.02
+20.716768784615084,95.15453016798372,1.6176893822297789,1.8506407966259164,moderate,sandy,26.434965777272744,20.302954252122767,poor,wheat,7.319008217761566,seedling,8.32
+37.06237762670341,26.304535843632596,1.1510540196925017,5.942178958301467,moderate,sandy,24.6565054431598,44.499388755590765,poor,maize,6.779205146956299,seedling,10.5
+15.503043046326852,47.92149700339544,2.0474059040106543,6.249713761493822,low,silty,30.942036350433927,40.90051229984947,poor,wheat,10.292931119255073,seedling,14.97
+33.8181784456494,96.6628502515579,0.5034928178139302,7.759240242519953,low,silty,6.399405369450746,25.2777447023386,moderate,maize,11.19103013608776,fruiting,19.43
+26.844332312860573,26.652938650597196,10.60635723621599,9.783713049542214,moderate,silty,38.16220944285282,20.160080251563954,moderate,wheat,3.1329293595441747,fruiting,13.1
+26.16930397099017,71.49130983029809,8.65241216485994,6.574170225631596,moderate,loamy,11.694238228185744,40.3595429822412,poor,soybean,7.826594178302513,flowering,14.78
+15.17741331237218,97.77770967736043,3.543189081046996,2.0048572601285084,high,sandy,7.864313438093072,33.90394763800216,poor,soybean,6.160288192013498,seedling,6.55
+35.48495577416232,98.25789348650996,3.87857174567514,1.796718189212045,moderate,sandy,16.863375215034665,20.16161399092093,good,maize,6.769424352723027,vegetative,7.65
+23.995622515914164,57.69786647229946,12.259044677815575,7.99792177285334,low,silty,29.58246814217829,45.63517864348521,good,soybean,10.341508218100245,seedling,16.61
+28.51914078251357,33.01992862259045,7.776391679974356,6.853007156823341,moderate,silty,13.101913808043887,38.839296710119314,good,rice,8.708662629612732,vegetative,14.29
+31.932517158391487,36.16674519819511,10.628661177685226,2.457229552359056,moderate,peaty,6.7451432995489045,46.3711252275879,poor,rice,7.080288101608827,fruiting,8.75
+32.5657394109479,91.16811160995157,7.064954043486276,3.2802397541518067,moderate,sandy,7.009449627531801,27.498815478573317,good,soybean,7.617564226391435,fruiting,10.5
+38.899501470651806,92.93464034637888,3.946911377301488,7.752163485632664,high,silty,13.980195703539636,15.127980568509653,good,cotton,10.54471044805546,flowering,17.92
+28.283498830915228,68.63037150988438,14.570840609902149,6.095402036250818,low,silty,9.734584944338213,46.96301446360073,moderate,soybean,10.371056191208266,vegetative,16.16
+24.99298877436069,81.2941119575929,8.701889668943263,6.265000562522851,high,silty,18.03515886685708,34.05704122255026,poor,maize,5.422305987302461,flowering,10.75
+38.84259066229269,79.19450011763266,2.39923760463473,2.890078041591186,moderate,peaty,11.05755794173103,34.24238001883079,good,soybean,3.133179533070827,flowering,5.8
+31.052755875638027,72.94572783912855,6.388305611666648,6.661521834919403,moderate,sandy,17.051001818943377,33.37061765158863,good,soybean,3.5665672255476397,fruiting,9.88
+22.45375890691389,86.18215638975512,5.27539247323006,7.935657358665297,high,sandy,20.5570495783324,28.895720901188344,good,maize,5.2244153840034295,flowering,12.52
+18.16160613508928,74.83252984322569,3.60426829453356,8.967270029174623,high,sandy,30.98887228877243,20.201723192413024,moderate,rice,11.654237143591605,seedling,17.61
+36.06386253662953,62.720184459799945,14.034879843983765,7.630455923362443,low,peaty,12.958983440525632,34.52087512083681,poor,cotton,11.321482179061322,seedling,17.31
+24.05454006985379,38.95650900705255,13.273339934166412,6.187380859081145,moderate,loamy,21.627232087203563,38.74410977227122,good,wheat,11.012685684829586,seedling,15.04
+31.51174303411078,79.51105152948952,3.387633189541688,7.059333765220992,moderate,peaty,33.53743173789313,46.66172740092562,poor,cotton,7.637117127225256,seedling,12.79
+26.77041048414745,57.87502942706196,5.606144391304992,5.366003162624899,moderate,clay,39.523201634159335,12.885908322593956,moderate,wheat,6.979011578992477,flowering,12.2
+19.97324449487596,43.583334720600746,11.553573179226914,3.0420841880586025,moderate,peaty,24.50571595337867,20.188381302099604,moderate,soybean,4.488714249422031,seedling,5.73
+30.042165215511627,84.15570205934203,3.523337698033127,8.939862754947418,moderate,clay,20.131212854931142,41.06743147022,moderate,rice,8.785412133936473,flowering,18.32
+16.517076723767058,75.73708802824227,9.077690507761544,5.793603698506828,low,silty,27.10365952125488,41.006027739357314,good,soybean,10.80819093004914,vegetative,16.46
+25.333561496779808,94.987165049976,10.64701216080984,6.348864800325115,moderate,clay,22.02034811941392,18.481380245030124,moderate,wheat,10.40700536668406,seedling,14.64
+28.665373491591776,33.23533120151022,9.982598722806111,9.910980223778644,low,peaty,10.76648248901995,17.388707155055783,good,rice,9.606282217599718,vegetative,19.47
+25.901174352964475,71.93514277091946,10.742925283994758,9.865141104453764,moderate,loamy,21.080651372592023,24.685608370378013,moderate,wheat,4.440187282912013,flowering,15.44
+33.71680438127477,39.53915744705408,10.747144040917062,6.276798864999435,moderate,sandy,39.26851070719863,12.516614603392933,poor,soybean,7.759501218704388,seedling,12.02
+35.698123863632816,92.28663882413132,14.489685837809462,1.3056153581571956,moderate,peaty,27.415002621361698,39.21443142145576,poor,wheat,4.249266649169055,seedling,4.26
+34.28107685082945,27.95995314052925,5.524233898044634,4.56532784240359,moderate,sandy,14.920129061688302,36.79234900419545,good,rice,10.038269853047629,vegetative,13.59
+15.970323695295052,72.49294451559018,13.239561153449674,9.435639520458002,low,clay,38.15011022279746,44.349019773328,poor,cotton,11.22272909520603,flowering,22.18
+19.853219261149302,83.28685772224239,0.8162024064690483,3.5947593313840827,high,silty,18.600357858032343,27.201965884223878,poor,soybean,11.378425712575629,flowering,13.45
+28.41518773159436,48.393427229176574,4.678942968187607,9.993418166766844,moderate,silty,18.654248175132693,35.46944036158927,moderate,wheat,11.200695386504096,flowering,21.63
+38.37055101109503,96.33104635070474,1.2055088389874076,1.7588577417089724,moderate,peaty,26.58098222112238,48.15797955116184,moderate,wheat,4.849249558070584,vegetative,5.97
+35.87391937630292,88.05845476688299,9.942457419359684,6.113027629046685,high,clay,24.914080073836065,48.35209258501366,good,cotton,4.098056946942534,vegetative,8.28
+36.06336270879504,43.56946397479227,1.961460375608484,5.639044241572248,high,clay,15.165280001423822,12.843104566150174,good,rice,2.8245028670685137,flowering,7.47
+22.580204843991872,20.60328741727989,12.762749522954673,3.2981762203093004,low,sandy,21.347811363168542,10.075373798033224,poor,maize,9.492246220496767,seedling,11.9
+25.736197426967564,43.73257408944487,9.875579414958766,9.5374641758059,moderate,clay,16.63795589636627,48.39937580120071,good,maize,11.620868968710262,seedling,18.2
+26.76764868289844,42.504837637659406,0.9178233152772826,6.572540889975792,moderate,loamy,30.822315774148784,31.412664077871387,moderate,maize,3.189294578771688,flowering,9.73
+18.93428958374776,91.19716860007271,10.864271798802031,3.0720545510020854,low,silty,9.287600325456996,38.0160216371444,good,soybean,6.776516635125847,vegetative,9.46
+15.776703256111407,97.3696942603798,12.999506735225935,4.4564337805450265,low,loamy,31.25878954834568,46.50388632154604,moderate,maize,4.730346022561595,flowering,9.52
+38.67257248651292,25.63519887762083,10.086254611101166,7.491064841938563,moderate,loamy,10.64084588595479,27.32618396413505,poor,maize,9.294563106441643,vegetative,15.66
+21.01781464158767,57.70358628266534,0.9426011310579668,3.6792704142668224,moderate,sandy,15.709369699311626,27.62613127792425,moderate,cotton,10.645068237315098,flowering,14.29
+20.998722593090783,63.86655988238366,12.939833452675895,8.91645581855063,high,clay,16.666612557997844,16.67926283690145,poor,maize,5.508105130212789,fruiting,13.48
+17.084476344218988,27.432932906376266,11.120726737543508,2.491065081618617,low,sandy,39.66442614111399,46.23313122340464,good,wheat,8.842044746835807,flowering,11.6
+38.21269379859447,50.1998167310018,5.987544031017771,3.380545808783638,high,silty,25.64376946577812,35.90693224127843,good,cotton,5.984222314344972,flowering,7.85
+29.493427873494294,45.36659339143605,5.265138745574788,2.3040875202949,high,sandy,32.21439673127898,17.21076989166204,moderate,wheat,11.486423813525043,fruiting,12.17
+31.675921428133847,62.88450834616698,7.457392630407881,1.9376095488354848,moderate,loamy,24.438229434031776,32.39168058271543,good,soybean,2.021500207138022,seedling,2.39
+37.78942218157631,72.89527197855504,13.072975388599128,3.702838811175341,moderate,sandy,39.41052891529623,23.12655753557805,poor,cotton,9.683976934958908,seedling,12.23
+23.640504222519738,76.27880883972533,4.1548606021085845,9.992608717018964,moderate,clay,11.20834729361636,15.887278792261048,good,wheat,2.431785812308996,vegetative,10.99
+30.5376827784521,30.940401889071005,1.9639752629974163,1.848964719355013,moderate,sandy,26.17059452659604,17.274777895791953,moderate,wheat,9.249211938204333,fruiting,10.32
+15.969986368222187,85.0358161555697,13.037227407935225,2.9170197266255946,moderate,clay,32.9083723534954,32.3702863124081,poor,rice,11.49960424026369,vegetative,13.15
+19.669313205778234,74.28336238326071,0.8812028087704826,3.4445511917020184,moderate,loamy,26.99946499497376,32.57540903731034,good,rice,10.851844281025864,vegetative,13.67
+35.781145127248564,91.12599333973756,13.709456822538936,6.572167160249835,high,clay,36.39276645509501,41.59763124209303,poor,rice,3.188318386759517,seedling,7.11
+34.169208908458394,55.94688475483473,4.93330531737031,7.708111267670673,low,clay,26.024779348551963,19.919371368133145,poor,rice,2.726695020502492,seedling,8.83
+23.766067286428672,91.51118101777531,7.869229174479881,7.7674030736864115,moderate,clay,33.925349214181324,46.63333528965511,moderate,maize,11.190673584947852,seedling,16.3
+24.42026569435531,89.26192978848603,2.4182851089073067,1.0777238374494806,high,clay,11.15289935294838,30.744517261880603,moderate,soybean,4.744868388335795,fruiting,4.11
+28.338860838839487,55.072746588741566,13.582697055961937,6.866654129195188,moderate,silty,14.172236302261451,18.166907553651445,good,maize,3.760091617224936,vegetative,9.33
+15.006025117128363,50.49146522343829,11.372625239073868,6.676631914303927,low,peaty,20.54240020863578,26.53122302413564,poor,soybean,4.332915857144275,seedling,9.37
+21.031108400950696,94.62496119762054,13.900256005816496,5.658892137008895,moderate,silty,34.806619914214764,46.934370881629086,good,cotton,7.3582334313474895,vegetative,12.45
+20.205795215205363,77.213178763075,10.406821241213356,4.412877052633832,moderate,sandy,19.92957872240243,29.12626171467464,poor,soybean,2.679975722160128,seedling,5.39
+21.262073668744087,94.25962771504604,3.178059762763729,8.176997777151069,moderate,silty,26.961062820696355,44.9886044191618,good,maize,2.264043180432468,flowering,11.29
+35.14764606333603,83.75798231166505,4.969871543300615,4.094927158900171,low,silty,18.85340606721029,16.39330940666556,poor,cotton,7.86380712089624,flowering,12.77
+21.99184641366108,68.74379514331315,7.559304339000364,3.070110448959411,low,clay,33.20021361909841,46.55833594437184,good,cotton,6.365942377440587,flowering,9.95
+19.788033051253706,29.26822216030116,9.305243977723,3.790856571108516,high,sandy,12.010065518680468,27.224752219977443,poor,cotton,10.991947649568568,flowering,13.7
+27.60658651982579,43.31845380632788,13.933661841375969,4.956831254108493,low,sandy,25.781931731398444,47.44507774123058,good,rice,7.585896817919051,vegetative,12.38
+36.6411259093183,97.50739256787132,6.067296253942515,2.926516492024656,high,loamy,25.22615659183934,44.643140778493255,poor,maize,7.81609792632607,vegetative,8.89
+21.033742595937497,45.55376789713635,10.694544317653616,6.4681412158493785,moderate,clay,19.11346388115955,36.39865227531697,poor,rice,11.189723564724648,fruiting,17.33
+16.963406069819968,27.460389582829663,14.434628309206916,8.957882822607061,high,silty,29.679481981272303,36.91385667812078,good,wheat,2.9478181624971818,seedling,8.9
+23.910118396241614,76.60426847354557,2.7094239195240686,6.359141117458676,low,loamy,5.996681280859238,18.460319515075977,moderate,cotton,6.583455974503384,seedling,11.47
+33.69129561412444,78.72034036349474,13.009289037303448,5.020014767296432,high,loamy,34.45249959947863,34.11319115691688,moderate,cotton,6.025017621362409,vegetative,9.19
+28.767263617369863,42.836617622972064,6.60023802070138,8.171818896024135,low,silty,17.17878303502894,31.97982287566817,moderate,cotton,9.81101115596388,fruiting,18.73
+35.419834239358686,43.8137583477043,11.120115750975383,7.732347605870759,low,sandy,32.755789935119864,23.365881453618066,good,maize,6.200184818544605,fruiting,14.61
+38.98980369023085,57.51143884070271,4.756305911687713,4.303523093776265,low,clay,15.677082205487324,30.22486096993824,good,cotton,6.838319593384448,flowering,11.87
+34.81656191879043,21.74311598098044,5.342771164857022,6.437381235988257,low,clay,11.576726348365678,47.16574208112917,poor,maize,6.714269158526466,fruiting,13.57
+30.095076971093835,83.14584082889309,0.8934317605869588,7.56858574286192,moderate,silty,18.63213155797054,10.212226551658317,good,wheat,9.916317004253951,flowering,17.83
+27.333539701309512,45.367102981930046,14.585360220920917,3.209169322174969,high,clay,32.907843354663136,26.684963711904157,good,wheat,8.726352736293524,vegetative,10.36
+16.001727158706668,88.3010481601582,12.295062340846371,4.296464911757709,moderate,peaty,29.62313123499153,23.34554883083469,good,wheat,6.268031467987949,fruiting,10.37
+39.60804947035104,84.2104337280027,1.861810389930197,1.9519846349497345,moderate,loamy,19.03609206530902,48.44924269679353,poor,rice,2.7154496344459083,vegetative,3.18
+24.587028064376064,72.91216264950265,14.99287753712473,9.8891225047615,high,loamy,37.82540535438328,48.955769251427725,poor,cotton,10.341238353622394,fruiting,19.52
+18.80570534792167,45.989989367943096,9.27285665944265,1.772898853808222,high,peaty,19.307166504780604,33.42642142544218,good,wheat,11.929425823866795,flowering,11.88
+31.66772138491142,61.3053249328936,12.879065250483556,2.5174551261121967,low,clay,17.27634549026697,32.00027873762666,good,soybean,9.436247524522964,flowering,12.1
+22.10720722738648,55.58634060783672,1.4665810675291,5.318487546977258,low,sandy,10.065161883394218,46.12849987242099,moderate,maize,6.327718545992228,fruiting,11.88
+29.64445677327619,47.11055089989394,6.147042088132894,8.787446501900853,low,peaty,7.459752601083007,10.261698950584185,good,soybean,5.935739689753013,vegetative,14.48
+29.66919769611478,87.85090314425426,10.209941273402343,4.202938206531635,moderate,peaty,17.246584134801914,32.4912241168926,poor,wheat,7.976931935285366,fruiting,11.81
+26.14324552257173,58.68056596621322,2.043288921145672,7.917365327782113,moderate,loamy,8.220076517021944,10.985296332863728,moderate,rice,4.13706199169443,fruiting,11.77
+35.902965388626065,86.61784782377171,7.589091160483009,7.084306659846125,moderate,sandy,21.19222352610637,48.72649085268334,poor,rice,3.566127784508604,flowering,10.96
+21.62417653888608,28.417477931345942,6.918829180890052,6.74797669443711,moderate,sandy,35.10033403002605,22.806382293652124,good,soybean,3.125444073006329,vegetative,9.36
+26.215814790443357,31.28198308802686,3.632583254866906,8.605155258701561,moderate,clay,21.664082844315452,30.83205207354121,good,wheat,11.6898812816628,fruiting,19.79
+28.442303214774288,98.18562440903814,4.853912619851132,1.1275326066576308,moderate,sandy,21.820334239505502,26.702740183890683,good,cotton,8.599417979906942,flowering,9.14
+31.59061801918249,67.02147700848717,14.523216140177244,9.362377347043523,moderate,clay,13.870421733829778,45.744964965607366,good,maize,7.555018044945708,vegetative,16.19
+34.59929626263974,60.78157387992392,4.685403047144072,8.463035623026638,low,silty,10.82034515819388,49.99271776633661,good,maize,10.827011022316528,seedling,17.43
+24.8701820719564,61.85248505152893,3.59467894254196,9.440804976866444,moderate,peaty,12.78151004787366,12.735519119449158,good,rice,5.288991015189993,seedling,11.89
+31.1511736024149,37.22150192262879,8.275032980490835,8.142290954710184,moderate,peaty,24.879596784290587,39.28124543933273,poor,soybean,7.098483798615527,fruiting,14.61
+18.765273826712978,77.49631596015784,10.22889149401932,8.90732266708845,high,clay,25.712759003803757,24.719944957930142,good,wheat,3.407616322075352,flowering,12.28
+38.31620251356196,26.78244989838035,11.01385011050869,2.8277024337953125,high,clay,12.706572743646642,15.56291678993654,poor,wheat,8.062984098891205,seedling,8.88
+24.57647016052509,65.86589704824186,11.436584175205285,3.873061601893455,high,clay,18.962213098108883,26.217501185419504,poor,cotton,10.98335621877637,fruiting,13.56
+33.23803554941096,65.66150372687211,1.0340711269639198,3.8369891212365785,low,peaty,24.903893953527717,49.9258652076349,moderate,cotton,9.468413602086471,flowering,13.51
+15.50852704705444,93.13507393068087,6.209525805503668,1.9825007129025107,low,clay,31.616171347848265,24.30269197407484,poor,wheat,7.730074844961569,fruiting,9.39
+20.129678572620172,62.09462480838883,11.722392156854808,7.566213297561317,high,peaty,16.191927601485276,21.09597953858229,moderate,wheat,7.205055129484862,fruiting,13.51
+27.177063608089448,30.96501567793436,13.620355476101876,2.2255380341836557,high,peaty,14.497492200533378,43.84685498399647,moderate,maize,8.018072729248962,fruiting,8.73
+36.95631169330866,65.82026073985301,9.231901788325358,1.4725824947115458,high,loamy,30.56634497626212,44.71751999293826,moderate,soybean,8.287086618013873,flowering,8.18
+28.181378748766928,27.30621154922659,1.2584493758904425,7.979021830495575,moderate,loamy,22.98342597581871,23.554766193278613,good,maize,8.125513878508416,vegetative,14.67
+38.24676205734698,36.303506823993736,6.251364184899402,9.141968527587364,moderate,silty,34.986130691806366,21.946925624497236,good,cotton,6.66919571826638,fruiting,16.14
+27.094922414569908,22.48868673499329,1.5762931800925926,7.8771101316862,high,silty,12.385105713556122,35.89125910189668,good,rice,8.258590680917205,flowering,15.68
+27.261227418398747,61.063486596759866,11.353799008926476,8.428169915487787,low,sandy,31.983000663193742,18.207139348824395,poor,wheat,7.208867856023705,seedling,13.72
+17.993669712513295,26.76260922348579,1.4208293045841458,6.360595100476941,moderate,clay,10.67117275961283,29.34741610490773,poor,wheat,6.222393109857534,seedling,10.75
+35.06640610380549,57.55155028250633,3.19310046766007,8.989717041232778,moderate,peaty,25.466993557387283,15.653747665908371,good,soybean,7.218758508374259,vegetative,15.52
+21.17413531167656,94.63560282593151,6.545897147489226,5.470331341220696,moderate,sandy,14.927179791014025,22.19019112931408,poor,cotton,10.202951759132638,vegetative,14.55
+37.49031223430788,77.58091304154657,7.208401323165644,9.894903566387184,moderate,loamy,8.538183515985606,21.899259907949787,poor,wheat,11.073694735736652,vegetative,20.04
+37.77060550825991,26.192933938023444,6.393984654567678,1.93073538492504,moderate,peaty,26.586761159849992,37.79599860037784,poor,maize,8.38618620381358,fruiting,9.5
+38.58275279685374,37.93678497670746,7.219251375787,8.282626360312456,moderate,sandy,22.73796359636215,21.290921399790346,moderate,soybean,10.61738928325684,seedling,16.36
+28.00576222757725,73.89299359147473,10.841967704292898,6.772504744101478,moderate,loamy,22.009306599118474,45.93982813562271,poor,wheat,2.044479001615171,flowering,9.17
+31.927344619591107,91.5761488819347,5.854397932855353,6.225814613990757,low,silty,25.7381799608826,49.32184377476926,good,rice,11.406257028326523,fruiting,17.7
+34.46289700154159,22.633486941116303,8.442381657683978,7.532294777750092,moderate,clay,18.035302610926987,13.242468050298037,moderate,cotton,2.080435390800649,seedling,7.04
+18.27536546626164,84.99609053764752,4.898854234166618,8.56262377718964,high,clay,28.455864661325077,25.905905273904125,good,soybean,11.350214351758256,seedling,16.94
+30.02392987493743,64.94511042706469,5.627598678811999,8.76595660156459,moderate,sandy,9.57953058284784,22.073642539765483,good,maize,3.796748755878579,vegetative,11.6
+15.857447532582793,63.68730602371141,9.400084906110171,2.578428666495865,moderate,loamy,30.024001927283138,24.079605140438,good,cotton,2.9321869173514488,fruiting,4.34
+27.439152084718145,96.62505462026864,7.61217244873679,2.7733233677767237,moderate,sandy,25.29347999982443,20.61419544279811,moderate,wheat,10.853618302924314,flowering,12.9
+18.87106704050569,79.81156900774184,10.984026275459575,1.145498585622374,low,loamy,22.02654240125269,25.306594448121,poor,rice,2.166221983075834,vegetative,3.19
+19.57307314905212,88.00950944448896,8.62780952675037,2.186582120130455,moderate,loamy,9.46776399887737,15.65658371075954,poor,maize,10.272450630455683,seedling,11.34
+24.12618916731504,48.31964556357334,12.151824238066157,3.3749424356493214,low,clay,14.739256782381815,21.192731021813508,good,cotton,4.025838580309412,seedling,6.71
+25.810929167912576,64.34912326627278,6.92941908842339,7.489322402952546,moderate,silty,15.335380251685372,39.91271511825536,moderate,wheat,5.993828230944182,fruiting,12.78
+30.57931061330468,69.23245419422166,7.619987488068622,5.28190758102259,moderate,silty,13.183442886847722,23.7618610260704,moderate,soybean,2.0829494713906365,flowering,7.2
+16.860710460962892,45.72671522899721,10.214584559063624,7.821131820256156,low,peaty,38.39629042821409,18.31339589299392,good,wheat,11.715274346414716,fruiting,20.04
+27.59229403093612,65.61984999579195,3.708037193974708,5.378822630379016,moderate,loamy,37.047454524716514,14.33776154259366,poor,soybean,6.4279028289052125,flowering,11.58
+19.56562825632753,38.932430358377104,6.095978285503283,6.000377076189714,high,clay,24.114662484373767,23.92016589132744,poor,soybean,6.335565869448949,flowering,11.38
+29.349379375793543,31.470053685459163,9.560198038169764,1.9995992793422424,moderate,loamy,12.198540413407816,35.73636354481409,poor,wheat,2.231936695444933,seedling,3.29
+30.93511530652959,49.91762074218661,0.9187059043531776,7.989024562084293,high,peaty,36.88984277755462,20.13219484266684,poor,rice,3.860458562404003,seedling,8.68
+28.917731413821347,79.14317029971497,6.836085787692154,7.823138789795993,high,clay,31.22922864996609,26.897827636634524,poor,soybean,3.9514576975557674,vegetative,9.86
+33.45738776195769,93.294971845911,9.183324076438694,3.768054325125577,high,loamy,6.3570143633913,48.09594318996688,poor,soybean,2.109518043932979,flowering,4.75
+23.390231106022533,56.6171241198586,14.526945213683868,3.9572027002036174,high,silty,22.174903260777278,32.09451407334105,poor,wheat,3.70333493315352,fruiting,6.27
+34.12766479082828,71.42589506203453,13.216740143456231,2.97713305515822,moderate,silty,26.173061808768114,31.27754463456654,good,soybean,11.397867335889256,seedling,13.12
+25.819177042704844,28.24297047800804,4.570758317668543,8.324557084325374,moderate,peaty,7.326567742219967,26.397732502763592,moderate,maize,7.827545950196967,fruiting,16.1
+27.10461245806492,92.35710068418628,7.854546508419409,7.723061217656023,high,silty,6.744086090450362,32.273599080290225,poor,cotton,2.1768694447128896,flowering,9.15
+31.202553181526785,65.48833708559475,1.318008403571324,6.482329643658274,moderate,loamy,21.22333854698132,49.38269097588712,good,wheat,4.1522424895941,fruiting,10.48
+15.4589595999806,82.42705981001257,3.990939014858204,3.149398928167277,low,peaty,5.068309966816969,20.152276218357184,poor,maize,6.141115719058867,fruiting,9.39
+31.349855535506208,83.5552960737115,11.735410086987308,2.546679993523698,low,sandy,6.639244579389773,47.677115793972405,good,soybean,3.715923873843956,flowering,6.41
+30.46462872680289,40.51844210944847,2.288053177992496,1.4524196605715178,moderate,peaty,10.779818233417895,15.96283937507991,poor,soybean,3.571517429985497,vegetative,3.6
+22.746177918832,62.33395625454797,4.236512610092371,1.4105033360066752,moderate,silty,36.84897709101893,14.444214541862234,good,soybean,11.58625154601452,fruiting,12.3
+17.144857122487238,96.8383801248782,14.188616275169217,2.684225258274943,low,clay,31.819923445444765,36.18677982972656,moderate,cotton,11.926094778107233,vegetative,14.21
+17.27338624782603,27.170763585666226,12.445909107140642,1.9047927909089992,high,peaty,20.764910148305034,20.04716098676288,poor,rice,8.23451293079274,flowering,8.57
+38.08059367463072,74.64399184236507,11.836501833409224,6.004969056301987,moderate,loamy,21.772198361578205,27.77569225229708,good,wheat,10.667285156167372,fruiting,16.2
+32.23198303064593,96.98112624281376,13.036083609381274,4.222811150150293,moderate,peaty,29.01085921870773,39.1861907431135,moderate,maize,6.352527608212188,vegetative,9.44
+18.17756534426851,44.046168644321774,11.369282455444132,5.004512039513316,low,silty,21.603528771368445,31.39366012652389,poor,rice,2.059785097403684,seedling,5.82
+23.91807923272266,88.91583371234785,2.2485001337144066,6.346604652284708,low,peaty,7.237378809641386,10.549973973221176,poor,wheat,7.83492665989792,flowering,14.99
+29.81207484753991,94.69260363266172,7.990139234035855,6.931915708181623,low,loamy,30.85559812734533,22.23372931892147,poor,soybean,3.660759263367416,seedling,9.0
+35.889292627266215,79.766896751586,6.941536851633669,6.833815478943202,moderate,loamy,7.021243897550491,12.587466791691169,good,soybean,7.762988070236362,seedling,12.41
+16.091523217825213,38.506264984556665,5.011697884920511,3.347709281387492,high,silty,22.013259635681017,47.04458200222812,good,maize,10.918946875142325,seedling,12.36
+20.91582828675022,46.72005750612751,12.59358594093428,8.286643182664925,moderate,loamy,35.15976283591798,41.78594373667212,moderate,rice,9.498386784811917,seedling,14.96
+37.2437247573845,22.864743553418457,7.230018434426388,9.25938702927307,moderate,silty,9.10828950098117,49.35366734705645,good,soybean,4.584926229030974,vegetative,13.32
+15.229138754595413,86.51625873962841,1.3743152196844706,3.843445125008757,high,peaty,29.731976936522397,45.40438049766991,good,cotton,10.094984674287508,flowering,12.66
+20.034977569847182,87.9688949208864,4.48700096394389,1.1535887490946115,low,peaty,6.621477394287594,29.01328082625339,good,wheat,9.113696846237302,flowering,10.24
+38.97560439932415,70.61682479729541,3.815005341426954,9.092387679836545,low,sandy,39.75708664677844,45.30390068842146,good,maize,11.352205089131424,flowering,21.99
+30.33504616305428,48.202228101108105,13.368443829763612,9.311938596581284,high,silty,28.873023311275222,36.89754453313088,good,cotton,8.210802414863785,vegetative,15.82
+21.541784165937663,26.144882211193643,9.887852459265495,1.4585179637173018,low,clay,38.91463666103578,30.98398625564004,good,maize,11.80821322058272,vegetative,12.78
+16.67477735989619,80.24460879319275,8.62545585529009,1.0446093267329104,moderate,silty,28.387838761253384,24.825841836715348,good,wheat,7.277487056052119,seedling,6.98
+15.704783511180556,78.12209548879383,7.846414004341224,8.34764304693468,low,peaty,13.479909908826423,37.23864703745618,good,rice,7.251382300213235,seedling,13.91
+21.118626990923183,93.00820173911208,9.92663889935125,3.713170190347959,low,peaty,37.42275797633608,33.60533691815819,poor,cotton,2.189655685769666,fruiting,6.07
+37.03714548972276,78.44256168042898,11.445695428268309,9.231239505663895,moderate,loamy,26.93345646902176,34.567399303326326,poor,soybean,11.364993145871676,flowering,20.98
+25.397841357437738,86.29559537952015,8.538578234556894,2.95069215942592,low,sandy,25.15779677127465,25.99325324628016,good,maize,6.309532450682465,fruiting,9.15
+33.008334229149824,79.67636943231996,14.105138519712852,8.750391545139284,low,clay,20.018916254892464,39.572604571597736,good,rice,10.6829541697354,vegetative,19.38
+37.95712588449894,70.45497506498532,14.664095474430576,1.61779842752533,moderate,sandy,14.960786829298772,13.253710705349114,poor,wheat,5.857724606933537,fruiting,6.61
+25.20101154007041,54.15731153528074,14.932463590827933,3.3457316258257626,moderate,silty,23.552434937643557,39.04635851116831,good,soybean,11.273619013906648,seedling,13.42
+19.78193427593493,92.16938469138222,10.206171096285347,9.75815991231077,high,silty,17.81201980839263,39.23045254427824,good,maize,11.49225285489645,vegetative,19.65
+27.927948271422988,72.07748575259758,14.022996767960237,3.080769888981541,high,peaty,34.8908541524909,30.637735815255105,moderate,rice,2.2095654774607505,vegetative,3.65
+37.702092176496365,51.868425757272725,6.364955581965343,2.19711685667537,moderate,loamy,6.007948968871499,20.53132601073941,moderate,wheat,9.090499626094784,seedling,9.87
+35.10936035344251,26.677543614556576,12.964089673087086,8.713491872256958,moderate,clay,23.55320197069496,30.771060576254783,good,rice,2.3209874833419124,seedling,8.82
+16.645746084078844,43.256388472350565,13.683027331725372,2.0602071258533114,moderate,loamy,34.27977110004557,14.923447417041896,good,wheat,2.984087744088946,flowering,4.35
+32.31432000193955,63.49813878641318,13.610036848817996,1.8771049772155315,moderate,clay,5.966222998404414,21.405751015482203,good,soybean,2.404599506898118,seedling,2.78
+29.297438061473844,42.05082960129556,12.547271102171534,3.910826207705822,low,sandy,14.8805936692696,26.851995143771028,poor,cotton,2.303191777318593,fruiting,6.45
+37.68657940866064,37.69882783343217,6.395687843798132,6.717956559372635,moderate,peaty,6.803289482203583,36.92935139960254,poor,maize,6.11378427450326,fruiting,12.77
+18.06203542125743,62.19148112702777,2.804158488720648,7.396717364008261,high,loamy,25.825131943404013,17.488670710201614,poor,cotton,6.5219185788474885,flowering,13.42
+28.35090283011641,33.58562767165877,5.342367166994465,8.93114905444656,moderate,silty,16.085762603710624,16.326830069294562,good,soybean,6.6888698501362125,seedling,13.18
+36.98656733779731,84.03280506600828,11.625684254822348,5.868203733631955,moderate,peaty,38.5905513270574,34.31185448671116,poor,cotton,3.5572283679340124,fruiting,8.64
+25.250594668543577,58.74945210741264,3.876839914284641,4.540760080848779,low,clay,26.57027620774857,37.18182164012084,poor,maize,4.679010037907082,fruiting,9.46
+27.04987294332168,65.90902191701201,7.434944939976599,4.229503856510187,high,peaty,24.66307016416782,13.346230112532403,poor,soybean,9.535445174311697,seedling,11.68
+16.761516941673957,31.790661407787884,8.698293010777745,8.622124556297265,low,silty,37.10339178709472,11.326527338784068,poor,maize,5.4987661011312765,flowering,15.6
+21.95359101122277,45.96610685034939,9.255949155349192,7.514337785343989,high,silty,12.825139212482071,15.885994056046634,good,cotton,4.6053422632179,seedling,9.24
+23.112666229223684,52.80717466089223,14.06802045149258,9.148861123526254,low,clay,24.678479083298267,46.0410680642899,good,rice,5.380798859542901,seedling,12.53
+38.62806121862217,84.65702644132024,10.091648796007604,9.676319101584529,high,peaty,23.99739222354137,36.90554140749504,good,rice,10.948040519972794,fruiting,19.63
+22.066684013528977,81.6127618468922,11.901332833120884,3.700457524754267,moderate,loamy,7.873998200882764,46.84103644060897,good,maize,10.911173839344672,fruiting,14.18
+26.5217183817413,37.83819798301451,8.937236044428683,5.767067068307555,moderate,peaty,37.62209252308846,36.58859212668669,moderate,rice,6.378356760493684,fruiting,11.35
+31.782610589106994,69.29432652856062,12.586914623498467,6.686387266283496,high,silty,29.50821562916678,48.60948962892288,good,maize,10.58236802351738,flowering,16.57
+19.054584310196937,39.476508621759805,4.3231223895115605,2.474640520988118,low,clay,36.08370473879578,27.55626681859832,good,cotton,5.670512516962695,fruiting,8.37
+27.161059678546863,99.05977245521964,3.543226239197444,1.4801233053248626,moderate,sandy,39.388808541556834,33.963957529113806,good,wheat,2.78171429066606,seedling,3.54
+33.46347598689769,96.16991025046966,13.93164070699056,8.809875227037821,high,sandy,21.787888680434545,34.04741804821638,moderate,soybean,6.535718596227394,flowering,14.93
+36.67138032567665,65.06117764164964,10.555472707181988,5.819711596798359,moderate,peaty,33.12809447301339,10.125596658422484,good,cotton,11.05048935387921,seedling,15.09
+30.656481866560668,75.91220575153145,10.237120867344206,6.136967947240353,moderate,silty,25.214590745487172,11.098178414414296,good,wheat,2.6846265068748068,fruiting,7.88
+31.726337882923698,84.1144305766916,7.275780960112524,5.994229108851593,low,peaty,39.19930670810332,15.81060843249122,moderate,cotton,4.483012565189573,flowering,11.34
+18.157086814614225,77.67987360359231,5.962110259755902,7.794646343494214,moderate,clay,13.65282544376906,30.44518220617027,moderate,wheat,2.502634464239593,flowering,10.23
+38.64441243115868,75.98629528659367,8.557522319940263,2.309517502138389,low,loamy,5.483600984662761,27.221060816286844,moderate,maize,9.597768052424058,vegetative,11.76
+18.314351937112058,96.68432063596224,2.248212066614173,6.526435966943794,moderate,sandy,11.508164994352857,31.58996235531348,good,soybean,10.111698433753896,fruiting,15.71
+34.36682342954496,67.71648850458266,7.093332135705063,5.225315604198671,moderate,peaty,9.480657370306478,42.019631759973976,moderate,maize,10.93024475620909,flowering,16.42
+21.62040804445797,70.90421374552446,7.102831714749473,9.072623435569518,moderate,silty,20.293330896499533,42.889611141146304,poor,soybean,2.808987636222046,vegetative,10.95
+38.33982859253129,87.94150003505449,8.305879437691846,5.6765884410669285,low,sandy,7.709357131228712,49.08059414220142,poor,wheat,8.52627709600388,vegetative,13.87
+32.99898848423699,73.59126942867255,9.702941408324431,9.48641476666749,moderate,sandy,12.706920799892066,32.30191200215586,moderate,rice,7.270558790843026,seedling,13.86
+33.84534282445922,78.6346097614018,14.381116306787751,4.17927694761916,moderate,loamy,8.369305818368595,23.88861955860525,moderate,rice,4.586573917754443,vegetative,8.09
+20.476479326497085,38.7334948957314,9.956452342830476,9.702052357509915,moderate,peaty,22.036347239031343,22.32110819494125,moderate,rice,8.782344787689809,flowering,19.5
+26.075999415879014,49.70135392920567,13.314014703324467,8.876421532825908,moderate,loamy,14.337197523020556,23.629663065742854,moderate,rice,2.1709628533614915,flowering,11.26
+30.44532986473216,31.78410765695144,8.566405991302874,6.258369607618192,low,silty,21.48525543625154,22.953184077149107,poor,cotton,3.2572343157735624,seedling,7.98
+34.249340455165026,60.46123538678444,9.5904542980986,4.183389399871221,high,silty,8.111083501556683,25.71679898221576,good,cotton,11.129329137290648,seedling,13.11
+17.59898439780974,56.458192054419705,1.5126358200887593,4.383310217073039,moderate,peaty,23.090473310526296,12.99525684542852,good,rice,8.386835601876307,vegetative,11.29
+39.05913291136321,99.77302514235654,2.432323981824026,7.954768778124625,moderate,sandy,9.552422065025825,35.33729894190544,poor,maize,3.080429109210741,flowering,11.24
+37.255516763863895,68.8966922252434,8.905221310364324,6.2256821605214006,low,clay,8.477125799712589,32.721648923041954,good,wheat,8.569569876869696,seedling,13.34
+21.75871476238961,82.91558585555387,6.237836614391424,4.614288269223889,moderate,loamy,15.850684272951309,28.47843570285768,moderate,rice,4.566263783788814,fruiting,8.13
+35.5690060758083,46.72117366061234,12.082752538049776,6.724494652709479,low,sandy,35.60461167619079,13.244211616541076,good,maize,5.369773943371146,vegetative,12.06
+27.958098075995583,86.52362650742373,8.376079185675552,7.599100581108499,high,silty,32.59824910245774,13.728347712352448,poor,maize,3.092317604985964,seedling,7.88
+26.545162039050467,69.20679731901467,13.2932200647944,1.2061046130261932,moderate,silty,38.57024308047728,31.804207010069945,good,maize,9.271918197133836,vegetative,9.87
+22.86085264528513,75.75938652787508,14.598809337703225,1.808765210057591,low,sandy,21.106834253480592,11.463214678793264,good,cotton,4.892068721126715,seedling,6.15
+29.524214665789813,43.55446223595635,2.6407101842615326,1.8503689636637128,low,sandy,15.935449806039516,38.99155722531701,moderate,soybean,3.553614886419308,seedling,4.77
+33.247227942589944,63.891071335646174,6.225002399006585,3.0874042473700127,high,silty,38.98173561498088,49.75112568527999,poor,cotton,11.775211652780664,flowering,13.17
+25.27332262406896,70.72295787308869,10.142224865951446,4.842913953045826,high,loamy,18.361882739374792,33.89627595560944,good,rice,3.690929724081745,fruiting,7.32
+30.730479825207304,67.12757406532648,4.929586953305071,8.23284909363299,low,loamy,5.318619217599582,38.93725928113638,good,rice,8.241615862087674,seedling,14.45
+32.48282302888259,93.21549691396532,4.37196889696168,4.159891314996017,high,sandy,33.70380148341121,27.557439697238323,poor,rice,3.293078921728724,vegetative,5.53
+32.778045425382146,91.86181315940428,12.29920912911813,1.1573000954254429,low,peaty,10.922368933830391,36.69649323929368,good,wheat,11.570251486953614,seedling,12.27
+16.299152453279508,97.67872463014965,14.715487801351772,5.350256676565561,moderate,silty,30.12693499985769,36.07121293194365,poor,wheat,6.580796411179327,vegetative,10.46
+36.49369514212667,73.39424048055915,11.72014830308848,9.969657358821596,moderate,clay,5.529266165832604,42.96363583592121,poor,soybean,8.059745291905841,flowering,18.45
+26.4563328691262,97.75313041005477,8.093311030659645,4.141188960894271,high,silty,8.884655743831315,38.45358341518798,good,cotton,2.5545024509123957,seedling,4.55
+21.56040204240536,86.59824000255271,6.916412863207063,9.651290668905832,moderate,loamy,21.92472436535356,39.96198176133625,good,maize,11.45537070893154,fruiting,21.23
+21.04411268699204,41.66657122719674,8.324891947690292,1.912106180227804,moderate,loamy,7.376430926793918,32.26543975150408,poor,cotton,8.633650505813948,seedling,9.52
+27.07535282109876,54.19485356410377,7.21117568172217,2.557896921147744,moderate,clay,36.10208134904451,29.380597437101517,moderate,rice,3.413282441829833,seedling,4.46
+37.17078848672398,39.07139537512079,7.791876823392187,7.517098631311375,moderate,loamy,31.24541714439974,28.34865975122629,poor,soybean,7.263414811525369,vegetative,13.98
+24.45868954206617,20.335772866445215,3.4500692326738016,5.510912040736357,low,clay,16.486485920705945,25.6804368252434,good,wheat,10.339581000655253,vegetative,15.77
+33.743143669588584,35.04390025175269,13.60425826498525,7.886096231192975,moderate,loamy,25.91321450388462,20.641110532939702,poor,soybean,9.489796237222665,vegetative,15.92
+17.420468274680466,20.324846902950053,11.440757522087388,8.77202510526001,moderate,clay,30.04343573385858,11.33244175111888,poor,maize,11.16389401217241,flowering,20.15
+26.901417553776547,77.5870769080392,10.37417262905169,3.259763884549311,moderate,peaty,31.43897160197692,36.84382531221951,moderate,soybean,11.486857432997011,fruiting,14.14
+39.79215350981839,54.04274381769597,14.27391207912986,7.145462533957677,moderate,silty,18.84865840707573,46.03844778902862,good,soybean,2.325240985009072,flowering,10.17
+34.26094506980843,45.00597816622866,4.623717812736151,6.468411129703805,moderate,loamy,36.45800772576675,47.21929750485692,good,soybean,8.39181284590956,fruiting,14.8
+20.263212211015325,80.93767128761503,1.6768114579574065,8.75381526272918,moderate,sandy,37.96246555164411,33.22246826805447,poor,rice,2.567653681640138,fruiting,10.57
+27.536036842447768,86.5989419695716,12.479010575152309,4.870935105488944,moderate,clay,11.850033792910608,13.765464330447742,good,maize,2.054325281295118,flowering,6.15
+20.840619091214165,98.0239630919904,14.977045972914196,1.46683387639594,high,clay,36.89335799086884,45.14657228169825,poor,wheat,2.8118666974627766,flowering,2.61
+25.23902318156273,71.3610867740193,8.88727035129289,6.167675145452607,high,clay,29.943817885081963,39.90979529370279,good,cotton,11.913344584018164,seedling,15.63
+34.502100593374124,56.92231668320414,1.352736124733887,9.62990487206612,high,loamy,36.084832244808375,20.05644216860721,poor,wheat,2.013058597511629,seedling,8.5
+34.280620382260096,44.42114412859488,11.816786582246648,1.1316806155470107,moderate,silty,19.86639938853609,42.14179763615398,moderate,soybean,8.596895444374127,vegetative,9.23
+20.702509447559628,37.785456737138105,1.5693612082647024,3.162321895802092,low,sandy,28.141913954959115,28.880317922801485,good,soybean,8.131312420470286,vegetative,11.09
+38.05558295387151,37.0340760386081,8.330202800759578,3.84461010967708,high,clay,13.238292238828612,45.50372446689308,moderate,cotton,9.894420631385495,flowering,12.68
+29.81420456912067,52.7351499775839,4.524220876052643,7.89254999101878,low,clay,31.28856133388417,19.904437310558045,moderate,maize,8.713123023749493,flowering,17.95
+24.49810727405036,99.3429084230344,13.767888318589732,3.9094923022134567,high,clay,25.36067261014819,42.036236825092935,good,soybean,11.404142554330011,fruiting,13.54
+27.548389519521518,20.06829579499226,7.044302592262532,3.1517547687668253,high,clay,21.833078916129068,38.476412630700445,good,rice,10.543476283500018,fruiting,12.09
+30.12678133594359,35.776471778480065,13.527718552939024,6.83702213020337,moderate,sandy,29.243856359552566,10.57764689594729,poor,rice,4.81299926786967,fruiting,11.16
+28.997263296144634,35.07143859228591,4.836675736191229,1.4176476006489964,moderate,clay,24.33208448942951,32.53338435382748,moderate,wheat,10.768655794853323,flowering,11.62
+27.16012588840445,77.36955884258339,6.116757465409593,2.5353717396287228,moderate,sandy,31.787420526057957,38.62137111830307,poor,rice,4.792366406111759,seedling,5.98
+27.623320102235,48.19877820784495,14.233228229582668,4.672272058024993,moderate,sandy,35.045262338533504,16.256431546109216,moderate,wheat,8.59177709082631,flowering,12.44
+19.410297760697155,56.58086436734565,3.4190595385087126,4.200399661060279,high,clay,33.021220655921624,31.27595741829173,good,soybean,4.453880286555973,fruiting,7.41
+35.318322607616984,31.8899304375924,8.888266698941605,4.124492372650269,low,peaty,15.762732102882277,22.16311640981552,good,rice,11.382767277558235,vegetative,15.36
+28.544007998525384,52.39976311015582,6.133399764121615,1.976995118076956,high,sandy,39.164172474727245,37.85011659910305,good,rice,9.05404037525697,flowering,9.49
+18.276996542617574,28.25598495246688,11.725419833496549,4.24756017504817,moderate,peaty,27.740944201938145,31.60559251545807,good,cotton,6.79607817863755,flowering,10.35
+34.15392753956945,62.643463031086654,2.374797381984682,8.181934947922624,low,sandy,16.321326662935356,34.8583197728666,good,wheat,10.027012486621532,vegetative,18.13
+38.31109945943377,27.83506923062848,6.839617050567693,4.724597816176557,moderate,loamy,6.490330634681168,12.90159349286482,poor,cotton,2.2714068734464368,flowering,7.19
+38.682672480924055,83.24067049385249,10.634523089256316,6.275540663341165,moderate,clay,39.58337433959887,15.511805607920328,moderate,maize,8.35846497787323,flowering,14.66
+24.22544331027932,65.32813740323917,6.401735407589317,2.4722146838558574,low,loamy,25.96560877049704,32.08356722761868,poor,cotton,2.312398825593305,vegetative,4.41
+18.38792183901885,77.91742990188135,1.348710219492962,1.6274022712171847,low,sandy,12.96390918773952,17.246915280960092,good,rice,4.280150026464645,vegetative,5.6
+27.95999066582663,53.48131093221471,10.724127789362486,8.919604377384045,low,loamy,22.18933303911879,29.947646848351923,poor,rice,5.1250349995025575,flowering,15.79
+17.815230733730516,50.519303459378186,7.7963757514322545,3.982353365313629,high,clay,18.913916809833303,37.601171957107,moderate,maize,9.506175038787612,vegetative,11.67
+38.34968546281543,27.856711123909086,0.6639759568614578,4.153035097613194,low,clay,38.29778338941176,42.39086835629714,poor,wheat,11.18510218053746,seedling,14.42
+19.58949068387865,61.90844856342581,9.38351048081141,8.899190645309726,moderate,sandy,22.24313308109988,15.720272240326125,moderate,wheat,5.687872472994783,vegetative,13.86
+21.3191464987791,61.16017318856736,13.838274826667403,7.369942140178695,low,sandy,21.963368292171086,39.67515468641104,good,wheat,8.180264199910367,fruiting,15.83
+25.165913172124263,57.44816355596843,2.1098762490694902,7.806364398888516,moderate,peaty,32.81098977027996,24.527443377308764,moderate,maize,9.773798866481716,flowering,17.36
+24.579111713978143,79.24146917459595,9.06473290763295,7.138031357508964,moderate,silty,18.68190476322797,37.15731879978812,good,soybean,10.458454214662396,vegetative,16.18
+34.86657230994723,86.60035200258835,11.06569878555814,1.9521302031238277,high,loamy,11.878142193186306,15.811385305246104,poor,soybean,11.627378681847553,seedling,11.9
+26.40792051377406,80.06317399588065,1.526218217034429,9.621962389506049,moderate,peaty,31.89395456752422,30.607007269195563,good,maize,9.82375707190343,vegetative,18.21
+19.26920650008342,31.50925942454751,0.8279241433807014,9.182226584151348,moderate,loamy,36.85380232826773,43.502491019790746,good,cotton,2.32502463052016,fruiting,11.12
+21.68024738715185,69.76476074256865,7.230840066351735,3.12598114148309,moderate,clay,6.600418709036022,14.257256786058823,poor,maize,3.0197748492373404,fruiting,5.56
+27.72783462968805,26.425848455162672,11.972206964898277,8.235947720294572,moderate,sandy,35.09650213195842,43.10723032762286,poor,soybean,10.338323293240771,flowering,18.69
+18.686347935653373,75.56978299523811,2.8304314464402607,4.68456788347588,low,loamy,20.325211853611822,28.11073582989756,poor,soybean,4.796851164878873,seedling,8.36
+30.291391891150354,50.54712772489013,12.63124044711638,7.153902710780347,moderate,silty,15.119671725780671,42.93086410889737,poor,cotton,2.82492569478964,seedling,7.45
+29.143682663778648,30.59991650130293,10.020370203642145,2.490426998319106,low,clay,6.371311800791659,48.33550840145604,poor,rice,11.57653459695688,seedling,13.4
+32.86755790955644,88.96406855809022,5.316512672933042,5.846988255907787,high,clay,12.1932969450164,16.386104372061116,poor,rice,5.800694675715999,flowering,10.75
+38.44261538448419,69.120667123115,7.979474078140518,2.1395466960391545,moderate,peaty,16.650443032146104,36.98278437570988,good,rice,5.663001800021151,vegetative,6.79
+37.80636402752889,48.3779974358022,14.500837206037708,5.825504488223043,moderate,silty,7.47394849071763,19.40385815476242,moderate,wheat,3.1537661382778905,seedling,6.97
+38.65189045172079,22.458174372039963,3.6383360741689126,3.192345604514915,moderate,clay,11.607652273378296,15.42217101480707,poor,soybean,10.25520970700708,vegetative,12.28
+21.11788992559252,62.98482072028884,7.743263267288583,5.072198758919332,high,silty,30.78941548407448,35.12330384189394,poor,maize,6.517228346227007,vegetative,10.04
+18.289132665983864,93.8580702788986,9.5550550635605,7.011724304569877,moderate,sandy,29.04012856815312,14.319345297944368,moderate,cotton,5.024969587540546,fruiting,11.69
+22.55691751241121,67.71038661618925,2.5012117793971607,8.893671234945568,moderate,silty,31.944362103373884,28.60690280496152,moderate,soybean,10.273548325052293,vegetative,18.31
+37.377129319157866,97.73204836955944,1.13107028503799,2.4876010277675027,moderate,peaty,10.784022311321833,35.43817361398004,good,rice,10.538128046623411,flowering,12.83
+39.3013368655872,30.91608946163668,0.6951693175063336,9.039422038759284,low,peaty,6.506055828477986,29.98522911845292,good,cotton,9.139164752298006,flowering,19.68
+36.4831237767619,65.46440836758694,5.208046420700235,4.510338831345611,low,loamy,21.4006454933683,37.88277109487927,moderate,maize,6.251993933467528,flowering,11.21
+17.75044302818859,83.85000384051436,1.5722357700305478,8.594169117452928,low,sandy,16.997465728750377,42.05648011866101,poor,soybean,4.995195118946906,fruiting,14.45
+38.685699951494826,62.0432584900573,12.154664311846162,5.612931265759867,high,sandy,32.185657798382465,44.88985690991579,moderate,maize,7.148982953516848,vegetative,11.02
+25.58395068376965,27.28530847899781,14.961133143845316,8.759877145866458,high,silty,23.8589365730314,32.39489022930293,good,soybean,7.580960343104455,fruiting,15.53
+15.232757269058842,66.63088012377742,1.3889054151497284,6.965416607681797,low,peaty,37.59131084665485,21.06521883605025,good,soybean,7.668493702962936,fruiting,14.85
+26.05984351870484,68.93903246739774,6.774531001034874,5.578445265550915,low,peaty,7.1422236836634205,30.38647472609589,good,rice,9.474135100761576,vegetative,15.05
+16.15172924188669,78.2967398780282,0.8731157832473342,3.812847697002959,moderate,peaty,17.728672785259562,25.50754429527633,poor,cotton,2.598641009680464,flowering,5.99
+28.59694802902794,80.89692121323792,2.442867915980317,9.720181788567896,moderate,sandy,19.183421050236404,19.03702358332701,good,rice,8.484872956847136,flowering,19.16
+23.46385068592628,81.66181505684858,5.182377133204774,8.20807891899776,high,peaty,9.406130192101012,31.1626930609512,good,soybean,10.686903591531538,fruiting,18.01
+26.83587333985122,73.07555149111728,6.208624089335923,4.430684666550352,moderate,loamy,25.40555585221125,10.906194510132078,poor,rice,3.3135452618099484,flowering,7.66
+30.329259018577925,37.264894913492654,14.126852723215285,2.5005123375314144,high,clay,6.407085565517904,34.2225959782618,good,soybean,7.538275236538977,vegetative,8.31
+36.72002739544551,52.33886046715835,6.23963372697499,8.015818767339644,low,peaty,29.94537949931901,42.86415173428247,poor,rice,8.881498386091035,seedling,15.14
+31.547539411798216,82.0903978091519,7.6960260563323315,9.90949859029828,moderate,loamy,6.310510626793297,49.97742882153909,moderate,soybean,11.608392961585722,vegetative,20.79
+25.85122171195452,96.27415867206506,4.060958839971063,3.5107745841322484,high,loamy,35.571521958022764,46.86716299056023,poor,wheat,2.9624743131058238,flowering,4.93
+35.48569634175912,26.31575718692976,0.5018145119703447,9.242767651014962,low,clay,7.275944005252793,13.592636643111454,poor,wheat,9.269180183460977,seedling,16.64
+37.63955343932831,62.84293422377559,13.54034962263046,2.1283363502912818,moderate,sandy,20.97222951957695,16.497175187948653,moderate,maize,7.828964972454783,vegetative,9.18
+17.99399916080493,45.00178170594452,1.6848639770264198,9.569856288266688,moderate,peaty,10.43848895876506,15.545784914397402,moderate,soybean,5.41494784815747,fruiting,15.37
+28.298324438819787,38.03151154534638,14.481608195025322,7.708050211987571,moderate,loamy,9.659278580264974,32.33406211362802,good,rice,2.5070056374883567,vegetative,9.15
+22.112798993561103,60.4648546815772,2.3972395094537737,4.119366063373331,moderate,loamy,30.24254912192888,11.837438647377706,moderate,soybean,5.293340304046499,fruiting,9.21
+16.176529946923687,68.48714724452293,9.270737970881385,3.741686400666105,high,clay,32.09878646798782,47.47970935512876,poor,rice,10.262456391589566,flowering,12.66
+31.713667377849635,20.7817785135585,14.991453523921235,6.790918185454161,high,loamy,30.87196804797322,12.47346681144644,moderate,maize,8.34723759055034,seedling,12.28
+36.56926943648064,82.41652577609528,2.5077366430103,6.3415642623283,high,peaty,19.139714794267405,25.65002221370637,good,soybean,4.282448739469932,vegetative,8.93
+19.07256636193485,85.59057050075582,6.647174731627452,9.270430313443178,moderate,sandy,39.67751129951186,45.75879270004177,poor,maize,11.92972655589858,vegetative,20.4
+35.31034144059751,97.24086596543464,11.81614320008641,7.896188207882927,high,loamy,16.898912115527697,47.93513281970869,good,rice,9.460047768998551,seedling,14.19
+36.33489333842354,34.4514986579756,0.96675717282454,5.863283853165342,moderate,sandy,13.58478464008424,28.611631421032865,poor,cotton,3.888706430325688,vegetative,8.28
+37.85851106666209,67.56420498887584,10.501849891530645,9.34809257655689,moderate,loamy,39.87768975761918,29.537261885910677,moderate,rice,9.81167920128058,flowering,20.18
+21.63212722715131,54.13002987811156,1.6654133994165925,6.334575681998969,low,loamy,39.20468818480467,35.447083747857704,poor,maize,10.312079382918473,fruiting,17.07
+37.59882662974724,46.78622812442805,3.929542062961783,8.647163520946096,moderate,peaty,25.71425910696583,26.30555207272604,good,soybean,10.706440106090932,flowering,19.48
+23.016568868410808,65.25067611500037,2.821104356153726,8.568483868880708,moderate,sandy,12.316371240027667,22.98645217653828,good,soybean,9.396069121633984,fruiting,17.22
+28.808450336387573,82.59064745788402,13.656378258880576,9.272753730545826,low,silty,13.347459712189693,39.577080485863725,good,maize,2.8035892854168303,seedling,10.03
+16.262686770807054,21.84422267561681,3.116622393334372,1.6084182815119412,moderate,peaty,23.23099057824718,33.81433218729127,poor,soybean,10.137014090381967,vegetative,10.65
+16.09702720921859,97.55200900529492,1.0862943849697793,6.254377011521,high,sandy,32.16361214931127,29.266843783877132,good,wheat,11.276914091222707,seedling,14.7
+33.009330318305075,84.79052685645686,9.02057233749255,5.215533320539443,moderate,sandy,7.710895054106279,14.031493404606472,poor,cotton,6.996763978397706,flowering,12.47
+26.11199944944477,80.09229629164628,5.51962341844068,5.414881451182053,moderate,sandy,29.06846401880752,12.754464800197468,poor,maize,9.610888301709853,vegetative,14.42
+21.40730938423044,80.83099057444028,6.382740199299813,5.139195432581825,high,silty,8.608879726358024,30.43260901753864,good,cotton,7.042644706118857,seedling,9.71
+19.76033740062276,51.124856769492204,2.2264098005069317,8.537200204801067,low,peaty,34.543876054344096,34.777268794039244,good,maize,8.407264426412606,seedling,15.05
+31.74883727148045,80.1296440675851,11.34940012578132,3.865896076752449,high,silty,23.624137778620995,36.3004689638751,moderate,cotton,8.469814640106142,fruiting,10.67
+15.010038600633496,50.94161668823661,9.22252791983101,5.164759734668006,high,loamy,39.63929316642695,45.79560431687888,poor,rice,6.527617437809149,flowering,10.85
+35.14727922992135,91.89654636598344,5.78114714885006,2.806142886109771,moderate,clay,31.35437812798596,42.64899454498684,poor,maize,5.546993248558041,seedling,7.17
+16.98124015324822,34.17779066451757,2.987836684565472,3.2654495433226125,low,silty,22.40300300833622,15.630489554818002,poor,soybean,6.358884126104251,flowering,10.08
+19.787240372702986,43.38779393721212,9.105050217973126,6.943780750094875,low,loamy,9.94120023044544,41.77723835399609,good,cotton,7.810702374345279,vegetative,14.72
+24.65590988247724,64.10700341592609,11.789660552856972,2.052423444255957,moderate,silty,23.983847845758014,37.0521257258563,poor,rice,7.271303478699969,fruiting,8.7
+27.12146849290259,45.5368828709818,5.029760616074326,2.690396298952096,moderate,sandy,9.005565763928203,43.12115577846701,poor,rice,8.418968635181827,flowering,9.95
+23.874877895348547,53.93897962362188,0.8749755613096579,5.752311036141826,moderate,clay,36.68068399587314,43.73418392975637,moderate,rice,2.462553393771925,vegetative,7.24
+23.017804124607345,59.39381515188757,3.607987778918268,1.3939572516671217,moderate,clay,13.052371225172372,23.821303351982426,poor,soybean,6.60020438816308,flowering,6.5
+39.09790030182971,88.50826790508069,10.394768373946023,2.142342994783524,moderate,loamy,35.28783380644404,20.53075452236176,poor,rice,2.7052663939325523,vegetative,3.51
+31.03949203108485,61.85538028869543,14.841897473125378,8.770176450700738,moderate,silty,15.636589483355722,32.105361130085456,poor,cotton,9.552682419855756,vegetative,17.18
+15.585823884184704,48.99678788916484,0.6939554714272596,8.615320892154962,high,silty,12.766449854206012,21.944307521885023,moderate,soybean,4.678352276569682,seedling,10.02
+25.754397711107828,39.818893122809264,4.939226650915461,4.12998494542284,moderate,silty,15.648264855491789,23.987413601174183,good,maize,5.458236025490338,vegetative,8.13
+36.87521749359925,52.694078303375775,1.3993026215081634,4.13192183780066,high,loamy,29.76439550340096,12.766402616789772,moderate,soybean,8.541857257548752,flowering,11.31
+22.536404660266697,61.2588883531496,5.087064672563966,9.428639043376032,low,silty,23.382544914794835,49.654549007734005,poor,maize,5.466205695209352,fruiting,15.3
+17.363908619359705,79.68918857625891,6.385757975347608,1.232570251648209,moderate,clay,8.761537058408853,22.371878376833266,moderate,maize,9.297171701915168,fruiting,9.08
+33.95961928974795,29.683902093787093,13.852500333220698,6.222659617767437,moderate,clay,9.797065604077122,41.20293278893337,moderate,maize,10.618672410915076,flowering,16.65
+30.150345798402032,37.72873505913207,1.6681315913721917,6.376515211366546,high,peaty,18.248538542277537,49.72633178561432,good,maize,8.368631177707304,seedling,11.99
+29.2578126956626,50.37232126949385,11.768443769453665,8.090983604634951,moderate,silty,16.84902314097892,48.76504066415802,good,soybean,3.5629423461305523,seedling,9.22
+16.3394139901852,48.83187240956117,6.235248742912969,9.565754642403409,moderate,silty,34.81073939921048,35.35532601016362,moderate,wheat,6.49563327256044,seedling,13.7
+18.51247524488793,51.33984700841694,12.263311320170452,4.202448283390096,moderate,clay,25.02886166714381,31.54645799934269,poor,wheat,9.32580092386609,seedling,12.07
+30.563734905327845,83.48170117122596,7.944331687221509,4.940501261104011,low,clay,11.535024513086276,22.37105979379277,moderate,rice,4.724069183562172,vegetative,9.23
+20.195596036470896,45.93235223697385,1.0695895632294463,7.041686324681597,low,sandy,5.9920049702801705,44.4602690727104,good,cotton,11.485437076152872,seedling,16.77
+27.601751993710607,60.15185443221317,14.219985328365162,9.70544460109759,moderate,sandy,8.582708695289258,23.51980577417352,moderate,cotton,11.434345769042892,seedling,18.45
+28.622042150734835,69.91256262863172,1.6996439198005666,9.017131183630369,high,peaty,29.514408919348643,14.268951830920816,poor,cotton,5.384132338761354,fruiting,13.34
+22.08767975677349,38.57428401468841,9.166410786739464,7.003477029430401,low,clay,34.64840434597198,21.763935653722974,good,rice,8.139500491171095,vegetative,14.76
+38.71062888853732,77.49563097180311,13.226182562535978,8.7105121450392,moderate,peaty,32.38883010167379,22.60389304436349,poor,cotton,5.883089267729717,flowering,15.64
+36.06160267088938,63.76890557906248,1.6566620673778112,1.7668398780229264,high,silty,32.64564164512818,38.73941489432722,good,soybean,9.2603188289882,fruiting,9.33
+33.05933769081996,55.74249304251025,8.531454132032186,4.3941424856666735,moderate,silty,14.133633112837376,16.78167834897526,good,wheat,9.930386533078597,flowering,14.39
+16.949846660235227,84.7827221390651,12.452203195104556,1.1178324612896249,high,clay,39.61801111469052,22.674529346994035,poor,maize,3.6662256077010418,fruiting,2.78
+17.653250482725486,39.47962073481456,14.80170827536404,2.5972501443485534,moderate,loamy,8.02429878837044,13.063456980178746,moderate,cotton,7.205380430677909,flowering,9.68
+27.31953364662389,90.65407764914583,11.002747311803308,6.674433140821618,moderate,peaty,33.73833679016527,43.93604625254466,good,rice,5.461424709523339,seedling,10.09
+19.017833729774644,64.8838988293363,4.535848444217758,8.970054613603,low,loamy,8.388604588175014,38.991018087787054,poor,rice,11.2525410606252,fruiting,20.91
+39.45663658823685,68.73399035037266,10.643769782758437,6.695022789926159,high,silty,14.363595664362396,27.499480129500967,poor,soybean,3.968841512945624,vegetative,8.68
+18.963005850685235,90.00471713351543,10.733618154960771,6.9772429630771,high,peaty,22.33949098584166,27.20061064357457,poor,maize,11.464929770168537,fruiting,17.18
+27.18669588659935,85.40661502794688,10.649507175516952,1.934394447305817,high,silty,6.866926976739876,16.654871923254376,moderate,maize,6.192702149167183,fruiting,6.52
+24.103026421037637,68.12496550575203,12.886776337850034,6.983744418220419,low,sandy,18.79599709051287,25.37892500621979,moderate,rice,10.735206924989235,flowering,18.74
+30.98466053635245,80.25501630785394,1.7670109065326185,5.089120456322719,high,clay,17.25400337682037,46.273006978093264,good,cotton,6.643035488351035,vegetative,9.79
+18.225910222235623,54.66555921863175,2.072087758523784,6.86296208423641,high,sandy,27.65102286171864,15.54632092481256,poor,soybean,8.138341639785398,seedling,12.14
+25.75791070105977,63.7902202799797,9.788948301270592,3.935557985768446,moderate,peaty,30.130470057686058,40.601135297265046,moderate,soybean,11.880987643110364,fruiting,15.25
+21.867625820178592,24.96561093668089,14.331275893423724,6.2333734749685314,moderate,sandy,8.167335515077102,11.887032996703164,poor,maize,9.316408675846311,flowering,15.16
+37.193788116792206,27.18863344000375,7.254660264329066,4.816623671478904,high,peaty,6.332396759198385,22.467181980898964,poor,soybean,3.94808040680821,seedling,6.21
+16.014642803367376,86.35403233490656,14.42815917357229,6.027733498915548,moderate,loamy,32.15619628277781,43.87750204200489,poor,wheat,4.632926578249391,seedling,8.8
+37.843187350161486,24.77373245459973,14.102236262984231,2.3238056649682,low,clay,23.479698548473184,27.79934869603106,good,maize,6.630892704379285,seedling,8.31
+35.82485346382501,33.55193005060858,13.592191204397633,4.562423682555565,high,loamy,23.712286373657392,38.10776163651086,poor,rice,7.860181208338737,seedling,10.12
+22.439267911020387,83.66661271603533,13.692839135529235,4.368507915311687,moderate,silty,39.32508349229351,14.141670345304004,poor,soybean,2.610786734116308,fruiting,6.37
+34.73226636692762,20.091676050260503,13.525622503255798,7.627550685875275,high,clay,20.320953611236085,37.33702962666959,good,maize,2.4353431830908283,flowering,9.22
+15.780339008468689,42.592346307669146,12.388396061318142,7.357685625712589,moderate,sandy,11.866738251519322,42.76082576460946,moderate,cotton,6.574118407493391,vegetative,12.83
+39.17163875733484,66.72309262612974,10.57719489977729,9.179728162581997,low,peaty,28.822439879197336,42.2098345289235,poor,cotton,7.235363609285435,flowering,18.18
+28.16487356474473,67.63599451754374,0.8539185895928195,6.688500330548778,moderate,clay,33.5487321494596,27.554790076879144,good,wheat,2.7977533934667203,flowering,9.64
+22.58202565163613,82.17223265835788,2.417677086262761,3.83092416814126,moderate,silty,22.582627236035204,46.16564792924851,good,rice,6.754693985126489,flowering,9.63
+24.064580314866927,60.47410035937364,2.4463647907062738,8.049021969117982,low,loamy,29.213510648873022,32.99899903687165,moderate,cotton,9.805503619180682,vegetative,17.8
+16.660133836512433,60.752149562477626,0.8413341220540531,5.472978791802638,moderate,silty,22.98759918044126,42.7148697555835,poor,maize,7.490986888767954,seedling,11.21
+39.733737851050975,78.02484604325603,2.192175642142732,2.741438895661707,low,sandy,19.25732904487942,18.538372431811894,poor,soybean,6.777531125081015,fruiting,9.45
+15.982298628767312,59.88995706130268,13.836323286723042,7.726703214944138,moderate,peaty,6.199727337794597,18.409620531214227,poor,cotton,2.7145892973286125,seedling,7.87
+31.37267807869648,68.67928692508934,10.125162160206395,2.192782561473061,high,peaty,11.080990370072293,40.174487833116494,poor,cotton,11.80547193334723,seedling,12.03
+26.06839819266146,91.82192546040407,5.025058765283625,2.603379981215163,moderate,sandy,21.791862117646343,35.865405042732824,moderate,wheat,7.411968367523298,flowering,9.04
+38.72290545471788,52.11608060898976,12.00372017743186,7.828803355916325,moderate,peaty,18.878500081553625,37.05239553722362,good,soybean,6.494383452958504,flowering,14.22
+21.14999350766988,50.81000567353777,7.581357560845339,7.931302246641592,moderate,clay,34.50093188574235,19.46281133956939,good,soybean,2.737501195626582,flowering,11.3
+28.30217059845028,20.283919349181705,2.5608420352802104,8.117031419237938,moderate,clay,8.795607406320372,25.98490537098112,moderate,cotton,9.366405278002317,vegetative,16.36
+27.058905214568824,69.07410092169854,13.325280177784144,3.639926119754041,moderate,sandy,6.75446371074827,20.33518761034976,good,soybean,4.756277900957293,fruiting,7.56
+32.57166110125253,22.38175259257056,5.410598220428851,8.79928711634367,high,sandy,8.049804371830279,12.725037178937072,good,rice,2.802580798560569,flowering,11.54
+16.700255798810513,60.3318791782653,10.633458842683464,7.504013223658655,high,silty,28.73324343795764,18.15764748048301,poor,rice,9.200505913560017,flowering,16.15
+19.84472825058387,84.33870312257812,4.713615327244307,8.505706685962064,moderate,peaty,25.80657171854708,49.80657179542959,poor,cotton,6.807119627666985,vegetative,13.99
+20.36412050232125,63.99368564157305,7.7510331347701,7.37744936272201,high,loamy,27.127711482774465,19.361677839692085,poor,cotton,2.563356623839655,flowering,9.06
+33.45376887104224,41.57089321733408,12.335664317191023,6.216368128717066,high,sandy,10.492251069077945,16.371729473035032,good,rice,10.497003516686291,flowering,15.97
+19.728467408168505,82.89347371594971,2.773271523153332,1.984552944166174,low,silty,23.07234687982343,37.87507194015775,good,soybean,6.473866770083919,seedling,7.86
+29.337294097274416,41.57736032660311,14.670145230969537,7.398425907567543,moderate,sandy,31.868451085909605,34.085777430644555,poor,wheat,3.4393908059138294,seedling,8.55
+20.38109551252384,78.64254247567189,1.51813088148053,7.214146979123656,high,sandy,28.93567268809298,39.8405226393699,good,wheat,5.386587508281381,vegetative,10.79
+36.54062375209946,68.8206764152185,8.243129191237308,3.812420199581744,high,clay,20.354073169923687,36.146923839922,poor,wheat,2.287432379224829,fruiting,4.4
+38.55463636224096,33.599703739840095,13.782370030603246,7.622377921417835,moderate,peaty,8.622517967062045,18.919735795448663,poor,soybean,11.800660368649236,vegetative,18.66
+27.96232437355601,92.41070998753486,14.212561330796618,5.954090980881948,moderate,sandy,35.4727574874092,30.036241665060857,poor,wheat,9.497931117270564,fruiting,14.45
+23.80772210522946,36.05149463657565,3.865579961756752,6.034656146890735,moderate,peaty,23.41715196453945,17.065712418881507,poor,rice,2.4886095372455044,seedling,6.66
+20.85144437543748,99.1669659312536,2.587782227614725,4.308442109071413,low,silty,36.13812659283782,20.14151714561626,moderate,soybean,4.403029868237909,vegetative,8.46
+16.244525038076095,20.584839092395264,11.00384350460942,2.0510653720612293,high,sandy,20.35450389648041,49.47670596500911,poor,rice,6.763561885336477,seedling,6.99
+21.712501904937383,41.07867017143224,1.108616740005438,2.952356120793901,high,loamy,13.295455872816191,39.14719767173287,good,soybean,9.170126205739423,vegetative,10.26
+31.355894498632946,35.988823781935906,7.535965050939557,7.919484880024523,moderate,clay,15.759455358440626,41.314018989516406,moderate,wheat,8.350417958650524,seedling,13.88
+28.34042328273027,21.11947281363701,12.047150788501138,3.442973954472045,low,loamy,19.635226458980718,11.202366405294786,poor,wheat,6.412256187988847,flowering,10.5
+38.60103195702318,78.58943201178525,8.623693505494092,1.0202774890205035,high,clay,26.497809661650336,25.28535759243566,moderate,cotton,7.467040794695045,vegetative,6.86
+24.906931562292517,75.4740641679677,3.226192353723073,9.973156790183952,moderate,sandy,31.911884588959467,32.2099550836952,good,maize,2.43113282680256,flowering,13.25
+32.346583558209865,83.38807714839444,7.562142342314466,2.896140104653338,low,sandy,13.492422114830388,15.986960812732123,moderate,rice,11.98944524297247,flowering,15.28
+27.233068686878035,40.53588371716522,13.858483388508947,6.8984483398335446,low,peaty,11.570267223176874,43.94185686541743,poor,wheat,10.670421230755576,seedling,15.89
+27.814405398105293,55.54681336663759,9.449588181642014,9.342298041174944,low,clay,12.093057265268316,15.584008393348403,good,soybean,5.227892841455288,fruiting,15.17
+21.694357865102937,72.72908172972379,10.961614099750788,6.397414611705433,moderate,silty,37.7074922654031,35.460218800205034,good,cotton,3.0775046894300133,vegetative,8.1
+26.373769421049992,55.18148031105149,5.375826255106467,8.191275535760116,moderate,loamy,10.738209879713,32.1274882650633,good,rice,8.285320067812062,vegetative,15.88
+26.76962492531768,75.78606162543326,3.2330147399304567,9.787345409339334,low,silty,17.101014118891754,43.97252818451797,poor,wheat,11.164664676524906,flowering,22.6
+32.66606304372335,70.71787267523537,4.206812333544253,8.743270833368072,high,clay,22.005366709886815,22.472428985121017,moderate,cotton,8.848035581941534,vegetative,15.76
+38.51599997965285,29.17182424177412,8.231075109524276,6.021136798105255,high,silty,24.46712199674073,21.36334833226409,poor,wheat,2.6810477288805217,fruiting,7.2
+23.23303193706261,82.48344968615744,4.563192227355204,4.273326374338685,low,clay,35.03298001914432,43.8565243697682,good,wheat,5.794296541807148,fruiting,10.19
+16.055011714532462,77.65410872740146,8.358489417678467,5.342180042475636,low,peaty,8.95093452037034,18.85623363387813,good,wheat,9.18553993993439,flowering,15.04
+27.40737813751599,72.46675100939242,10.762982946954564,8.576435513714898,moderate,peaty,8.78046876071209,39.84165586526795,moderate,cotton,4.420826930763544,seedling,10.33
+28.61153330372921,32.407488501680184,11.148740204469371,8.680191491355764,low,silty,16.074337745943726,17.64583427977807,poor,maize,8.428663392283536,fruiting,17.65
+19.21101377829788,41.43971590362909,2.8879316250858547,8.612694301225273,low,silty,19.462051013323556,45.027816503958185,poor,wheat,7.842662139786336,flowering,17.8
+34.01161515690167,51.45416252700804,11.381247308091016,6.375019624750099,moderate,clay,18.08214816880239,43.562541689652726,good,rice,2.9628562110669736,seedling,7.52
+39.62322771103729,42.39436973251547,10.253978024089209,5.292603259818517,high,peaty,18.71656320890205,41.498521973865394,good,cotton,9.372923957799127,flowering,13.45
+38.644367925211526,38.22482325409052,0.6740744338462468,3.802042504860956,high,silty,34.80092503771304,29.65885119183396,moderate,wheat,6.374983180438081,seedling,7.88
+19.927650970591305,84.42861361294206,1.3536465388013872,1.0302476966373637,high,clay,34.283391189358845,11.353568847072896,good,cotton,3.608175470773534,flowering,2.82
+36.88408099751902,71.05857970881618,9.870617776975514,7.880367437748602,moderate,clay,33.19254569749482,15.298608091927006,moderate,rice,11.269108546802183,vegetative,17.76
+32.61234091029212,65.23777052402002,6.06370654367379,3.492984520126492,moderate,silty,31.434823372478085,28.26420410156413,poor,rice,9.454049604262387,vegetative,11.51
+26.34616409517279,38.07621686826031,2.6185079938471554,3.967101058468037,moderate,loamy,6.413624271579975,11.74590577661743,moderate,soybean,9.235527043689787,flowering,12.87
+28.515274858118225,93.44612498149132,1.143750107959682,8.591331023623395,moderate,sandy,10.228569595406926,12.538897717394688,poor,soybean,6.469658816299972,fruiting,14.75
+36.24000437456145,35.2946431277853,2.811275939750248,1.4702604141035858,moderate,clay,30.626742520363685,15.020153509564372,poor,maize,8.438290896135921,seedling,8.6
+27.00337349095933,83.59607462597417,14.38395248266344,9.348582983116948,moderate,peaty,25.81953731651417,20.43386790241213,moderate,soybean,8.407191878267149,vegetative,16.29
+24.330184227628173,97.33381333642345,11.04970180277906,1.0122573019465575,low,sandy,28.588060226263025,39.972911577852486,good,cotton,3.3694984800601584,fruiting,4.27
+27.331187325649644,78.16741833793888,8.15172860354726,9.452522033428655,low,clay,30.092598507170297,11.91929579040488,good,soybean,10.7986972987155,seedling,18.0
+29.47824510087623,99.42870201477038,14.15233725079158,5.092826419750748,high,loamy,36.89776484010727,49.34557581425289,good,cotton,10.173064807660046,flowering,13.97
+19.726941344458723,72.08408935823573,9.477101346383256,1.9191036263663763,moderate,sandy,27.23000308534884,20.953180823478856,poor,cotton,3.373459766056804,fruiting,4.75
+37.52269325667477,37.3968274883116,11.021855230069676,7.067452305170686,moderate,peaty,14.644860003644611,22.80791112139593,poor,maize,5.228235870120361,seedling,10.45
+31.854673720740347,36.30555949732091,4.598451368335145,9.062707831490997,moderate,sandy,7.905557795752625,19.91539551370204,poor,cotton,2.6903217599512788,vegetative,10.91
+30.831722933437224,45.96514274043811,9.04023673204334,4.94265535162858,moderate,silty,20.122965518072256,34.09563119529946,moderate,soybean,5.4516815765640505,seedling,8.94
+17.487405654515953,20.570401617680485,2.580420042318684,7.222221136275997,low,clay,29.844734790578038,10.77706508852462,poor,soybean,9.29849059194692,flowering,17.75
+30.104348454314795,74.53587760662677,6.365005605367744,9.814264481703646,low,silty,14.866549025767418,13.742781028129706,poor,wheat,2.0358333141717027,seedling,9.55
+18.02401655596231,41.4934227702262,0.9819847123058468,3.166307413417045,moderate,loamy,9.202776050365244,13.951097561915756,poor,maize,7.067824701450534,vegetative,8.95
+16.967441879884976,85.21465858342023,3.641107269948867,8.384045112304193,low,sandy,39.95598436637924,36.5812970199391,poor,rice,10.672336927899128,seedling,17.02
+28.182772391059835,48.73381204474402,1.585595126628783,3.65713398412459,moderate,silty,19.660602784136685,23.180869504359677,good,rice,5.112577132069186,seedling,7.0
+25.06963835116237,58.39651947706501,6.122792882854855,4.83703839991144,low,loamy,12.571017701643818,27.499767498893554,good,wheat,9.241726372611438,seedling,12.95
+29.72025675390558,97.25511332482954,12.724009887258108,3.535892816475348,low,silty,10.7594578576562,47.99893413496742,moderate,soybean,2.5465501304753078,fruiting,6.34
+17.230554201430966,39.37376984378217,5.98004454200327,5.014105735907101,high,peaty,35.19738329648291,18.00171507288026,good,maize,7.571934733366332,seedling,10.2
+25.77457657118146,77.70032779437916,12.558774576922328,1.0458012918545427,high,silty,33.686135739163475,12.807871533836174,good,soybean,10.769145988258527,flowering,10.2
+19.36966787612895,80.40942314443338,10.019225532393866,3.730949625972444,moderate,clay,26.466220617196303,27.65692918327921,poor,wheat,6.078754143596013,vegetative,8.48
+39.67750214810292,37.679852601890815,7.888176976147003,5.007646575439262,low,silty,24.151492887767407,16.562928496377793,good,rice,8.228165193068246,seedling,12.18
+29.02875531087936,60.07974692897565,3.934929552289293,6.690161653354864,low,silty,38.30036516759195,15.786285939527923,moderate,maize,8.34141124031221,seedling,13.31
+32.185921523521685,48.016154025037466,13.871263346240209,6.73625252058318,high,silty,12.98936681752074,26.405283322367197,poor,soybean,9.319274047879858,fruiting,14.94
+23.1354570170652,81.75249947200713,1.2859117282094823,6.254070566234436,low,silty,19.53877585878136,36.78604623542132,good,cotton,4.28415381741108,vegetative,10.25
+17.368472869483604,69.79866552232299,10.489238756632822,3.637286466330672,high,silty,5.863275063749197,19.71407601840465,moderate,cotton,9.479121089715214,flowering,11.89
+39.39677156958842,58.07864438884376,9.507978445735848,9.52663884342171,moderate,sandy,19.65064185082029,45.03855580822714,good,cotton,4.375708484159852,vegetative,12.73
+22.156475884579574,82.34906120381746,6.895102072719639,4.527728413669895,moderate,sandy,18.447578208074223,24.49791787865328,good,rice,7.979126156122717,fruiting,11.33
+25.59520462933936,38.81244560067336,3.9846538517427774,2.9520454711515205,moderate,peaty,38.23226337865378,47.36193049255783,moderate,cotton,3.6010392433672607,seedling,4.93
+31.246598042564376,80.28975044674873,6.745091084256369,5.990616457011885,moderate,sandy,17.538135243790812,29.695811131218477,poor,cotton,9.362582063581716,flowering,15.55
+15.617432442152785,89.22994496742595,13.1552045205246,7.740358028928222,moderate,loamy,34.2176240771477,39.06951572671344,good,wheat,4.873499036031005,fruiting,12.75
+35.25647826293218,90.2897277446058,12.633108598696836,1.110102155400396,moderate,clay,31.830778083015,43.96067437679301,poor,wheat,8.513881337868952,flowering,8.23
+28.414454750715507,82.69388744156831,14.150028124666925,3.4870960665599267,high,silty,10.154521749404529,31.1887949973927,good,wheat,3.561701681976446,vegetative,5.43
+21.95542967672056,52.6411333598615,4.963001496066096,8.42480067340027,low,silty,38.69510280168536,44.01293805161483,good,soybean,4.31101671888038,vegetative,12.65
+16.540199632311733,98.54464181742615,6.113010296348657,5.563189840470384,moderate,silty,27.083801256039106,25.11927146567812,good,cotton,10.172292080618956,seedling,14.01
+19.06246038686104,50.36749150579519,0.7715292135680183,4.676394741219227,moderate,peaty,25.879268455430125,24.536162975481297,poor,rice,2.93049000854583,fruiting,7.3
+37.37584647133592,71.09003192819405,14.17277492344012,9.378111516240809,moderate,peaty,5.409690543240992,41.76253560926315,poor,cotton,2.9764447714164093,seedling,9.58
+32.15060559839728,32.88593424555749,5.276156331350398,1.8058158741055483,low,loamy,29.47237777752345,19.650788988249356,good,cotton,9.739883750970591,flowering,11.63
+21.247543040922245,98.4359118909114,6.360375412228402,6.540131807000642,high,silty,6.94701025511684,38.68153964548847,good,soybean,3.233299481396084,flowering,8.84
+16.640019123625738,76.31887374917306,13.663166865987222,4.0796984461939925,moderate,peaty,11.488328414755436,13.083478284651612,good,wheat,10.949998813277716,flowering,14.53
+32.26538280966591,80.27020361970946,8.135677237418792,1.6374105846363314,high,silty,8.451734390553577,35.425002550366706,poor,cotton,3.392621694587175,vegetative,3.18
+29.310193149194127,25.262136272891567,8.709530855454432,2.9237005774973817,high,sandy,18.23720730669435,47.67638859636111,poor,maize,8.815242559747627,fruiting,10.23
+25.11298811145588,81.07342513765374,3.055376153188294,6.651398917155559,low,silty,32.849902574650386,28.258635477286678,moderate,maize,7.985027539214831,vegetative,14.25
+24.0902862297516,81.9778743376481,7.73057030187049,1.2544924046910169,low,loamy,29.758354110927016,26.63860058847604,poor,wheat,9.279005692732657,seedling,10.07
+20.42035689822771,73.74181810897838,13.814024713177226,6.330239338504159,high,loamy,8.734330015772933,31.62163449959265,moderate,wheat,8.950586224636815,flowering,14.48
+31.74028141343794,43.35276910322749,8.601412277564927,9.61165379095574,moderate,peaty,32.94614174743583,38.78264297961337,moderate,cotton,5.655993102784719,fruiting,15.05
+39.26670069484676,59.17520337287052,4.199187287276492,8.155864561332423,low,silty,21.129649917731037,24.353452365973027,moderate,maize,11.461438370861778,flowering,21.2
+19.392881145920647,28.83474970469732,0.9521225299540612,4.110373714004611,high,loamy,6.1420772260816845,10.00520045083186,good,rice,7.083493866007682,seedling,8.88
+29.927915500387584,57.726965316732205,5.376375715083985,2.2438688172544747,moderate,sandy,12.833926109213374,30.08338841008458,poor,rice,11.71877114777264,flowering,13.28
+25.604626393649404,39.50590820803239,8.80256825393464,5.185579905216807,moderate,peaty,32.481493478873034,26.771126423286205,good,maize,5.810209964836958,vegetative,10.39
+26.16721804361662,47.92775891952657,1.117892681377037,4.536553925605649,moderate,sandy,30.665490862309277,31.308122466920903,good,wheat,7.272415040677495,flowering,11.48
+21.35368200319536,33.00803267229589,9.341992370721766,9.745596640214668,high,loamy,11.592289310106246,38.61249125129407,good,soybean,7.841130065490563,vegetative,15.94
+35.62837189153548,38.40434941975176,8.089500493212636,9.908812490575798,low,peaty,6.3299672707203545,21.33564210804048,poor,soybean,7.632518287028436,vegetative,17.32
+27.131390103681028,26.125491345609294,11.85981430291528,4.69526190691412,moderate,silty,15.332068039506211,30.210387073863917,good,rice,8.61717510248701,seedling,11.8
+28.5851463049566,93.5921093149537,0.9188784979434466,2.3390558517694315,moderate,clay,32.82244140186586,20.13555001144898,good,wheat,4.8633098330167,vegetative,6.56
+22.619022819933143,62.43285503803227,11.822286499871693,9.195485946786146,high,silty,37.84366687083238,28.37386546172583,good,cotton,2.64943048958321,fruiting,10.92
+19.545211641673745,51.73935770101917,8.052717163492549,8.14188048100294,high,silty,25.05099722249945,23.781564268082125,poor,maize,3.9844578940892896,vegetative,10.57
+17.147759705070513,62.80233702150271,5.872675325305816,5.601467859901278,moderate,sandy,8.188634923932035,24.761652032034718,poor,rice,7.602278321632338,flowering,13.36
+32.8529785231229,70.26345827852421,14.49805315720295,4.288191787136272,moderate,silty,22.57301543133883,33.174442027424746,poor,soybean,10.576815826133595,vegetative,13.54
+19.90585704219639,93.75030346954792,2.821733434922769,5.033492448397547,moderate,clay,39.95769802662387,37.58443967692677,poor,soybean,6.750417417662064,fruiting,11.42
+32.25188385471994,34.295436182905064,8.349214226821044,9.116930577745991,moderate,peaty,37.853415437191785,10.506339895227471,good,cotton,5.211499058068611,vegetative,13.19
+24.759411151173847,43.64419989081741,5.154231367090937,2.6617910298718463,high,peaty,39.76238513655444,45.065649580109735,good,cotton,9.31246196755521,seedling,9.86
+25.394370024741285,98.06314690752916,8.14855249253237,8.261051690111238,moderate,clay,29.47951487513745,24.573416342049583,poor,soybean,5.95272403081553,seedling,11.7
+26.72943740231929,49.69543893188195,8.507994062415975,1.1637156954443983,high,sandy,19.913099760700405,35.744412911846524,poor,wheat,10.219956091185566,fruiting,9.33
+24.19271270318858,21.80493206058621,1.796999602160264,9.285147938278763,moderate,clay,36.25953460330528,14.895697207196076,good,soybean,2.118680488996578,flowering,11.47
+17.515499430564752,31.811479410972705,10.086459630316073,5.502675516815851,low,peaty,36.33131620656432,32.85824322356808,good,maize,3.16082607558682,flowering,9.47
+22.740795250071145,22.107096139884163,9.699981690825672,3.040730437070549,high,clay,10.052769156263178,37.1383812226572,moderate,wheat,3.0259428411701066,seedling,4.18
+31.59335901734846,99.19385139365828,11.657275482199728,1.025708525354642,low,sandy,32.13850498840694,16.297521831051473,poor,cotton,2.349612942751616,fruiting,3.12
+31.64461003672177,42.30966791929784,1.8145481580579796,6.035918218702967,moderate,silty,37.17583318086446,46.48619215036816,good,cotton,3.680742891839564,flowering,9.65
+22.155607680999857,93.88342055489808,4.810248930103473,3.200390835038543,moderate,silty,36.44818869075774,40.29865628180452,poor,cotton,11.870347499874825,flowering,14.24
+26.5025656639422,99.67090206077728,9.926603696057468,6.681379024097589,high,peaty,29.739176609879763,31.35678242290463,good,maize,6.815150571339199,vegetative,11.71
+19.836180700298435,67.98729769144913,2.482596975776323,3.530523533068425,low,sandy,23.807541738807377,16.642641436676044,moderate,cotton,6.222758642984246,flowering,9.95
+20.25930203824589,22.655705205244946,10.325174056432411,1.7922162627120422,high,silty,32.18622425123972,44.622054776618,poor,wheat,11.10196721788765,flowering,11.15
+15.576177210165184,26.52733043095416,1.3558873068961337,5.545464668592034,high,silty,23.06545444878008,12.74503874996348,good,cotton,9.949377776650271,seedling,12.89
+37.418663747693614,58.52712440863022,5.356507517914602,6.080371626593299,low,silty,16.2431924295775,14.606862320465432,good,cotton,4.721854939401282,vegetative,10.62
+20.267666626872654,52.49376103291888,12.777311273821526,5.073310229855957,high,loamy,14.062847279962035,37.92696950743351,poor,soybean,10.044048797939505,flowering,14.01
+20.688346923411583,68.49418446254141,11.727223710526822,5.122319988968032,moderate,silty,23.923002863146355,20.15443406169833,poor,soybean,2.826698893139,seedling,6.51
+21.99003581612829,55.10782477690911,9.849030370792777,6.306851151100139,low,loamy,20.958420817989108,28.372715977386186,good,maize,9.15824064037504,flowering,16.53
+18.18520179238573,94.72614794171876,13.121647041063966,5.737181584691381,high,clay,23.357334381184145,31.556404915859044,moderate,wheat,2.1842727770756025,seedling,5.24
+30.981572079534068,62.77917723308089,10.784408390496909,2.193107849763924,moderate,peaty,14.124391798803016,28.32936634949123,good,wheat,4.101883723893796,vegetative,5.51
+16.878573829439663,75.49808491699537,8.030939025556643,2.773770818365291,moderate,peaty,25.670409251683225,13.355746262302045,good,soybean,10.874534822955765,flowering,12.71
+18.35506065815876,91.71882181139972,14.705903755593908,2.2761193728614506,moderate,loamy,28.172604691467885,39.49897754513951,poor,wheat,5.734551820163516,fruiting,7.02
+31.118918164752323,31.74975006665659,10.575413156945134,7.239660239977713,low,sandy,33.23971127888656,19.599608310425456,good,cotton,6.6988313687463314,seedling,12.15
+23.491515512036067,38.37877232948229,9.219824063788543,5.757385709502694,moderate,loamy,25.649559793202663,39.54126723488665,poor,maize,8.468943194615168,vegetative,12.89
+32.69869566752973,28.585492837921205,6.428623133826688,4.8686961117783545,low,silty,31.46247808284529,44.61163142763613,poor,soybean,8.938934236625787,flowering,14.67
+28.93561861675355,31.171071938392984,13.58498122939623,8.185050957455644,low,sandy,10.928486408835656,31.45495301558695,good,cotton,3.4554968350213997,fruiting,12.01
+21.40052932653783,61.006717354738655,4.787781886272396,3.9321519378472463,high,peaty,9.23719431668808,38.25505754437555,moderate,soybean,11.277136197962925,seedling,12.91
+31.2706987622332,45.694340717397125,0.6336841160580888,6.112959967818649,high,clay,11.28743816411552,11.4775114428982,good,soybean,7.682280323769779,flowering,12.73
+17.906842007322016,53.85382716214039,3.3527375752692192,1.6696684134117858,moderate,clay,34.61927926361745,11.469924682243406,good,maize,7.987897837140794,vegetative,8.69
+28.41025957700076,98.59918654352497,2.088003633164208,7.699636754426007,low,loamy,24.465246007802843,17.886491557193875,moderate,maize,8.407599120389339,vegetative,15.77
+25.92870262612587,32.53634782367585,5.125409725509545,7.256732003340309,moderate,loamy,20.936033103538406,24.33533165999064,good,soybean,10.529972944056516,flowering,18.23
+21.69683957043602,63.26496566384605,12.475240823147598,8.221416663671938,high,loamy,31.675579832304308,17.31135380921539,good,cotton,4.10332535355671,seedling,9.28
+30.1001249434875,27.90969240429208,9.947180437792609,8.960283622148982,low,loamy,9.342727043450925,35.39841078178893,moderate,rice,11.11379661930835,vegetative,19.93
+36.783339808507066,45.47970506111029,2.9502185438888318,7.822254405658768,low,peaty,5.2172787305458455,21.075504677233607,moderate,cotton,9.807639479716467,vegetative,17.37
+39.972617494076914,62.20207389396789,11.937914955838908,8.600409011145643,high,silty,15.883768345571507,43.8300410154912,good,wheat,4.238575061413534,fruiting,11.73
+30.19406921858561,95.730539677227,7.811188058441339,4.110891390655521,moderate,peaty,13.7113016917532,32.42415197011799,poor,soybean,9.987930324449689,seedling,12.61
+25.117646858229254,51.29825770267864,7.934362049715306,4.090036258134457,low,clay,15.756579041887164,25.123181331742792,good,soybean,7.043308945602236,seedling,10.18
+20.63017750540504,25.192535697173582,5.750626624222663,9.498707379098349,low,clay,39.07492714942765,45.72312665938406,moderate,maize,7.755695181615469,fruiting,17.9
+21.427402234877796,51.05291583682536,13.03693728991934,9.231170826935845,high,clay,24.871100997863284,43.13452245910892,good,wheat,11.925332315471213,flowering,20.88
+26.98637445374414,31.659294069918214,5.115745905908994,5.936476069947003,moderate,silty,25.618916663216957,42.80140584817745,good,rice,2.13139227254296,vegetative,7.09
+24.18194253201773,38.399169063315625,1.865026529710485,4.299029067453812,low,silty,27.9484250728691,39.13404996024848,poor,rice,11.362022789288918,seedling,14.54
+37.8453630656236,69.44724985319922,4.889570412593204,8.794013772329203,high,sandy,18.920391292472964,34.56857346281002,good,maize,9.254893259561324,vegetative,16.26
+24.20738669139274,25.39390929629453,10.872626420884345,3.910700191846296,high,silty,39.26415707469313,24.6729359678853,moderate,rice,5.484900364484855,fruiting,7.93
+24.33611477863589,57.17790050000299,10.034937358648268,2.38271574605,low,clay,39.064149747104494,26.90401706146228,good,soybean,9.292543544433984,seedling,11.16
+24.588362810849425,68.75692688086116,3.2262487265268787,6.75543407504932,moderate,silty,31.92358594818139,35.88495972138476,moderate,rice,4.026483770018549,fruiting,10.18
+35.91550525919145,53.74867138939975,2.12087233702166,1.3835962875967025,low,silty,12.409225878745245,16.91485330452371,good,rice,7.134295259095644,fruiting,8.12
+31.269708021172548,21.53010804989843,10.08255349682532,4.411917155498392,moderate,silty,35.80688902302077,43.11258485781024,poor,cotton,10.159799404968194,vegetative,13.51
+30.35422125797232,98.84154855222924,10.307464116996227,8.268974341251598,moderate,loamy,8.532195924892301,47.54680881611576,good,rice,4.094353089814524,flowering,13.35
+23.35357555959656,49.36926138724282,5.809169739553275,3.6569457612355127,moderate,silty,27.046318893195128,13.919544245661816,poor,cotton,7.605711464597213,seedling,10.03
+35.44760442081099,82.28617495466136,12.720620061171656,9.3818393116618,moderate,loamy,21.002529954629228,10.898227242232092,poor,wheat,2.4241904937305785,vegetative,10.6
+15.959096533892527,46.05171937499626,14.683975455098794,9.602421999549737,moderate,clay,6.372548557111706,15.70800698368746,moderate,cotton,10.36714341729304,flowering,20.6
+36.76992930845283,58.00134055947351,3.481855740016233,8.34234670688607,moderate,sandy,36.6367453582173,40.39610421089017,moderate,wheat,5.503565783089773,flowering,14.57
+27.81874749484824,51.07709140887973,8.86749637773741,9.888789870928564,low,peaty,38.63824955825813,14.313062362269427,good,maize,5.276604009442657,fruiting,15.92
+24.95625587158532,47.403138360768615,0.5775217705571178,5.776877003602939,high,sandy,36.75880873079723,24.88998222482286,poor,soybean,4.562193555634379,vegetative,8.4
+27.429182017942143,21.748110176622298,10.839288742381168,6.122795969250744,low,peaty,11.736337942465608,12.52494463774502,good,maize,9.190568576925692,flowering,16.12
+31.68538826334577,48.80167502836028,6.507090646668108,8.525501337434306,moderate,clay,16.65436654456522,27.30228676216293,moderate,maize,3.7422920991786106,flowering,12.45
+15.319135662947437,91.1591992319624,3.30240379009589,5.435247302092813,low,loamy,38.4506530370309,34.15436274526211,good,maize,2.339158324455987,fruiting,8.14
+36.78879641145619,75.23146708749469,11.407217865583457,4.660480061497626,moderate,silty,8.72483804304803,35.14038400699656,poor,wheat,4.783918967677947,vegetative,8.07
+26.168488132784823,31.633828727635187,12.25440756456317,6.532782320570851,low,loamy,25.415666023248875,30.7566138377771,poor,rice,8.628501768807498,seedling,13.7
+23.574162992501957,67.29240036981913,2.11191426705109,6.918935597639938,low,peaty,21.99328699646557,47.52431643855584,good,cotton,2.5022976606367227,seedling,7.67
+18.456139140851427,91.37846879590973,1.094438546651493,7.758062395265497,moderate,silty,10.316452064110551,31.24546122066098,good,maize,6.271659057963513,seedling,11.44
+25.98663435896105,76.00272327718844,5.3441374042022005,7.013806275340768,moderate,peaty,36.03021224728131,44.36952091806072,poor,maize,10.06698250348417,flowering,17.8
+27.408069282109476,31.894751388535735,9.576861753535017,7.711496157369956,moderate,peaty,9.69540504123574,49.72102979525063,poor,rice,6.268707820189973,flowering,14.24
+25.091167362336947,89.42659973875973,12.00458314423518,7.071037037998771,low,silty,25.744743628684663,19.189815926569025,poor,maize,7.52442788010894,fruiting,15.03
+31.966502345672428,44.12352106310923,8.417906201141637,5.32400714650161,low,sandy,16.136330882006426,20.621416661977896,moderate,wheat,6.274702867262072,fruiting,11.69
+25.522413218980653,56.32609154498734,8.92085725645122,2.2144112590282328,moderate,sandy,19.629339906193124,30.87478133747217,poor,wheat,3.7397618868599296,flowering,4.64
+39.03543944616433,62.09142077513171,12.097944215416922,8.068989060417326,low,peaty,12.397586498016748,17.295135303680933,poor,rice,11.707605171329606,fruiting,20.51
+29.981937945589795,88.04052835025561,8.168228926172011,1.2770123624891476,low,clay,26.86341728895845,32.56500273830905,poor,wheat,3.903418977078334,vegetative,4.96
+35.18694839129772,94.52859961181288,9.361740108281358,9.932500825852056,low,loamy,39.60371197239806,37.37559627385177,good,maize,8.20310544434895,seedling,15.81
+17.733897577736972,94.37223022324449,7.985151429660109,8.456126409457118,low,sandy,34.17400841859849,12.415901960543527,poor,maize,4.7264467037883655,seedling,11.46
+24.93228232364764,20.63633450228325,13.266644383831707,7.038195471831745,low,silty,28.91220498018097,37.25579610982327,good,soybean,10.232773974134734,fruiting,17.76
+23.42119253617882,93.75107884683658,3.9149909694837888,9.69946094669008,moderate,peaty,31.47334482237207,16.378674377250984,good,soybean,9.93952342482186,vegetative,19.08
+29.237059703414797,24.350957280125787,4.327906975837386,6.512232533105884,low,loamy,34.37503373890857,21.97274430090584,good,rice,6.559258472151293,fruiting,13.52
+36.52783800153564,41.26189254539483,2.3554411932264734,1.5078959266991323,high,loamy,21.53914832716152,39.55239285983879,poor,maize,3.8954592021958447,seedling,3.72
+16.958455444050166,61.19902837822664,12.382267896669116,6.034439566130681,low,peaty,24.84654720216556,16.543599839274034,poor,maize,2.480501425630649,vegetative,8.38
+16.81436995111777,58.39405512035152,6.470770713154182,3.494837670912485,high,loamy,36.34189643616219,31.26732192454072,poor,cotton,6.767105971190249,vegetative,8.54
+36.257942703939975,68.37678351099136,5.544462142778035,4.325297751859932,high,clay,29.358156693516023,33.567012248588505,good,wheat,3.641195219179139,seedling,5.78
+20.321252150958934,58.35569829896046,14.729556397763766,5.13626640265026,low,peaty,9.76081218857474,16.574314926534957,poor,rice,11.492234907545106,fruiting,16.92
+31.718831361245343,94.75005437123366,13.938648813376888,7.971406717499051,low,loamy,32.28375161848759,20.991257826671013,poor,rice,3.366519305454996,fruiting,12.08
+28.57195330902013,39.24390785716696,14.59382139080904,5.526362929338606,low,loamy,5.794721091040352,34.258556869373145,poor,wheat,4.356497699340363,fruiting,10.33
+35.822339872180734,41.92197552307887,2.5633354530010464,5.272122617425709,moderate,sandy,34.66344476522174,28.44794030324495,poor,cotton,9.683002611872144,fruiting,14.18
+18.12722274591009,93.65903485544447,13.423151290648413,3.7177492396766154,moderate,loamy,32.59047627995318,36.39925336538201,poor,soybean,6.311395527018254,seedling,8.21
+18.24457414306528,26.139161099620495,5.266289191118046,5.858850176674327,moderate,loamy,34.07610949270597,44.1886752410787,poor,cotton,5.578499579524826,seedling,9.27
+28.92045900695769,68.7648657523848,0.6835231680720064,3.2355176899178404,moderate,sandy,5.825739111048786,15.40136095775145,good,soybean,5.627204056631268,flowering,8.21
+38.65946633395927,74.53887616524887,6.173825871754497,3.348944338674052,low,peaty,39.035709194281885,12.825308559793944,poor,soybean,7.295330798898403,flowering,10.89
+25.37494395926885,60.443337874379154,7.883347120501865,7.815328976300684,high,sandy,26.49462097066065,36.66906275348481,poor,cotton,7.351045840082763,fruiting,14.1
+23.17355250636737,75.53855030585098,2.0691961417273776,4.08292538058181,moderate,silty,33.001693761429614,40.82574588077646,good,rice,5.2399986869608295,fruiting,9.01
+30.167233079947145,33.82037168095736,8.296325444676716,1.4625970564520068,high,silty,24.82956861798643,27.97227954465913,moderate,maize,8.941358124141221,seedling,8.53
+38.26121501362577,88.21057862172319,12.382221970562606,4.093095573054828,moderate,clay,16.89122606611705,25.75637878751328,poor,rice,4.865968841270693,seedling,7.52
+35.92319582111559,31.20205515759085,5.975938787168313,6.7471498707995705,moderate,loamy,15.365192858073586,33.870874284879605,good,maize,4.397954084668194,fruiting,11.24
+39.887090268330496,52.064995545259976,5.613349694747382,8.325870280095902,high,silty,7.447688513051959,32.05815809065781,moderate,rice,10.672613671793734,flowering,18.52
+15.564214580059428,26.020608104656464,5.412751093344823,9.657430132531251,moderate,peaty,23.9880230144575,29.60682764473799,good,cotton,3.118299276930912,fruiting,12.49
+17.821453617819056,63.616886305392015,13.884869465313534,7.715983793274783,moderate,peaty,10.025620432338048,42.7482051295005,good,cotton,11.698262413639236,vegetative,17.97
+30.23669408416555,73.57966459405114,1.206992432457887,4.859664484751532,moderate,silty,24.86310846133198,16.940018401271416,good,cotton,7.657911884782266,fruiting,12.11
+35.51441098334624,95.29773080762324,6.953604058897852,3.6920735128446185,high,sandy,26.87206776822406,37.248356462015394,poor,maize,11.275442145983355,seedling,12.81
+22.131108557669165,79.14689567168007,4.336692085170895,2.1666699115380044,high,clay,20.472824428910705,39.65358957832702,poor,rice,11.820563184262944,seedling,12.09
+20.98027720085547,63.28823331633209,13.460201868118666,6.649177910015029,moderate,sandy,10.471369410999822,46.05208041989542,good,soybean,6.164603611607674,seedling,10.79
+34.674394984530025,94.6093613736267,1.8927578219651569,5.588949826981057,low,clay,20.14475818448152,47.80400810325375,poor,rice,3.931683106313249,seedling,8.02
+16.40954634633079,58.27494704327013,6.465920116865957,7.099313647997271,moderate,silty,35.75351909864358,30.31462513332823,poor,rice,11.369605946782176,vegetative,17.17
+24.234566189564628,64.89645224790955,6.398834204450743,3.134198408095626,high,sandy,21.03167274486278,27.345600647089583,good,wheat,10.498053353105902,seedling,11.48
+27.645230564808244,67.68788221360765,13.381719054431828,3.91279751298951,moderate,silty,16.99553103503043,30.156342560582893,good,rice,3.807504103685189,seedling,5.94
+29.008716858758085,52.79837807092535,3.624654953094057,3.6288581454877513,high,clay,27.04173853974,39.30317051042775,poor,soybean,3.515468325482212,flowering,5.58
+33.21537891981942,87.07861524526594,9.85098344937336,8.178866579569695,moderate,peaty,26.660179303354077,10.68685475098719,poor,rice,11.905815907597818,flowering,20.9
+23.87114308576645,34.81407510760473,2.4488888398729416,2.541068333770121,high,sandy,8.171577433845957,16.965757418096175,good,wheat,7.782255547980426,vegetative,8.49
+30.31710861686518,64.38737522972863,14.332647854167869,6.47624905322046,low,silty,13.277169894594785,46.306652847768106,good,wheat,6.538226865504223,flowering,14.04
+29.634385569773908,77.77866049497553,9.098716909448145,1.4621951418319603,moderate,clay,22.30416440593237,17.817387211629573,good,soybean,8.243405486973801,seedling,8.84
+28.69040251634368,92.31809375012618,9.58072258964972,5.945748183115477,moderate,peaty,17.821587547704276,19.139334305563736,good,rice,10.349800053030522,flowering,16.3
+31.012082328555305,90.71347171474228,6.789714324076846,1.5752257817775033,moderate,sandy,16.198491904611863,47.57857347036617,poor,cotton,2.144882380287056,fruiting,2.44
+21.486229276701906,60.69922315441136,5.463099333661673,2.582889317091886,moderate,clay,20.59997972301398,21.771212948230403,good,cotton,3.0091243538752077,fruiting,5.2
+17.116218839615726,71.45291609306733,3.5838082276757066,2.01722771848206,high,sandy,15.160993199857437,21.61770963667569,good,wheat,8.833614616295517,fruiting,9.02
+17.981791800993584,51.53901889034408,9.257822430567751,4.120528184950839,high,sandy,17.161509645504772,46.94835379562383,poor,soybean,8.790466232125931,seedling,10.64
+20.614559566347527,57.45422103041602,14.341145307549452,4.0935827593695615,high,loamy,32.07704275500411,25.00327976093822,moderate,cotton,11.85330693031486,seedling,13.85
+27.50494838806963,92.50126340584396,5.716968834339844,8.437773526554306,low,silty,22.858084652833902,29.7576807761418,good,wheat,2.268543353305578,fruiting,11.3
+36.0110687636505,94.45631945539792,13.305774885599789,3.0311870624247583,low,loamy,35.54995630338155,32.41629374837851,good,wheat,2.7911911298774466,seedling,5.09
+32.53233355220961,91.63312464536158,2.6572565362851206,1.7774806759657928,moderate,sandy,38.19960899911421,44.731299119980086,moderate,rice,6.802418450853895,seedling,7.43
+34.726015105051175,31.06966894509106,14.07382730278611,6.431606117327168,high,clay,37.27270553930303,13.102857107695216,good,soybean,8.582602375930627,vegetative,13.48
+23.774390598152287,88.00672170645089,5.58205111652211,7.187056296400061,low,silty,13.879888242633346,20.43424940782026,moderate,cotton,4.584695798991291,seedling,10.14
+25.11634354121375,95.86909848171842,6.006044568103512,3.653412544193084,moderate,clay,21.55100754358972,33.48032385875245,moderate,rice,4.562220923926729,seedling,6.46
+24.84204714976532,48.899975565888376,7.211212726997759,6.425327047252394,moderate,clay,23.72682640202957,27.38451101963289,good,maize,2.3891587781263017,flowering,8.83
+19.79682961011254,61.49170315373354,10.914541914240928,7.984509112059796,moderate,peaty,34.826676414645746,21.13122974488449,poor,soybean,2.46325779676844,vegetative,9.0
+16.5304164535893,82.32762046503967,10.934974788491012,4.127976451685011,moderate,sandy,24.56572340626844,26.38569037431937,good,wheat,2.897725463692556,vegetative,6.15
+29.77290232068067,64.9662510052519,7.454034478435146,5.728184559398006,moderate,clay,13.845042170014487,48.64970541239402,poor,rice,2.69166301274226,vegetative,7.03
+39.73041708551465,99.47868173649996,8.08571704005207,2.3196994630508803,low,sandy,24.16386898368848,10.841302602598194,good,cotton,10.801944769235709,fruiting,13.0
+19.17074262375657,56.45706921254627,0.935152072725047,1.212821209631623,low,loamy,6.549957298522038,15.878980108372058,poor,wheat,6.072051574814784,fruiting,6.93
+16.167120497481843,77.1154168965902,4.912302172595722,9.832311773297466,high,loamy,34.194807966722294,10.74620670361449,good,wheat,9.585616406648384,vegetative,17.61
+34.48829204559833,83.40729121572353,5.517247576343837,3.6975776548273296,moderate,clay,24.80997810649223,33.73586635703085,good,cotton,3.272688843474618,fruiting,6.62
+21.314650167118103,59.52803326067516,8.60154539652351,3.5101184564963948,high,sandy,27.81010233304128,10.51747500952291,good,maize,2.1102922452903488,seedling,3.34
+35.74109513382321,88.55870445691006,8.595346626883915,9.75920619855779,low,peaty,12.03286954819144,28.160639039189657,moderate,soybean,11.982494011713502,flowering,23.58
+32.598416675862886,63.69236729657572,10.79354706705416,7.55410171386805,moderate,silty,24.53470668953629,44.36784847476422,poor,soybean,9.970532343812406,seedling,15.22
+38.64183842627011,52.93206374413052,10.896895795162171,6.267680991464349,moderate,loamy,23.572291162058747,13.888199587070137,good,wheat,10.32589847323484,flowering,17.07
+25.2231808939168,28.62589390815576,3.910555501075204,7.2939105558402115,high,loamy,26.68708315397742,24.606962219723645,good,rice,8.021773875419717,vegetative,13.32
+31.54924598626585,51.47308610803393,11.66771369101996,7.389339100258624,high,peaty,34.659701794375025,25.11991684550443,good,maize,3.9737708063681545,seedling,8.3
+26.62136952033177,78.71491637866274,0.7842517366710897,7.870022922636842,low,clay,31.758846120127306,24.490170555619496,poor,maize,2.2372610759366447,fruiting,10.38
+30.76471743271359,93.7029129344086,10.884347326797448,1.6047030827792796,moderate,loamy,24.140604317322243,39.09848180060345,good,wheat,9.4677278038143,fruiting,10.64
+26.239972650193437,40.13435230882482,1.979886001031635,4.715482778045992,moderate,loamy,36.269108056854776,10.176383958471105,good,rice,10.112109934355525,fruiting,13.65
+19.715806160601872,48.41884138644021,11.079899022107677,3.656172860497148,high,silty,17.544642187342504,41.19860297050974,moderate,cotton,6.810575219158121,flowering,9.06
+27.69743540008452,32.31687952835409,8.143212313241863,1.6351267466530492,moderate,peaty,22.239278702579423,43.561653435667495,good,cotton,8.219518769929909,seedling,8.47
+28.21460503593606,75.2578315383175,6.840190259904836,4.713390971617859,high,peaty,27.730190127801745,27.258542568184044,good,wheat,11.78539911784129,vegetative,14.77
+35.265096206504026,96.81507440079402,10.51466265154072,6.545561368718321,low,sandy,20.426834138382947,45.4862798302257,moderate,rice,5.374706307185536,vegetative,11.79
+33.38801764483953,71.27617758785405,1.0273770893348744,2.606479119769769,moderate,peaty,17.649637480076102,25.241560535019065,good,maize,10.499765770172123,vegetative,11.83
+31.5947905985361,69.36612240049811,3.7403197222958857,3.745240694990684,moderate,silty,8.933798809361738,37.78891127819325,poor,maize,10.729180281527466,fruiting,13.31
+17.834677388814313,64.27919444003471,9.438382065780983,6.752537397254386,low,peaty,27.25648172153911,25.55299520983373,moderate,maize,2.833669844900571,fruiting,9.84
+33.015407266592874,27.076459254842923,12.78462339614686,6.213921918014921,high,sandy,11.741222785823153,11.513736840831,good,soybean,6.751501040127579,flowering,12.34
+27.50762890886287,78.36030611435069,6.026060735704196,8.819069168559015,high,silty,9.838924169979506,13.337054919796271,good,maize,7.795279626428146,flowering,16.11
+37.35248840265398,68.16396348394807,4.252041353186578,8.121078726853451,high,loamy,11.375351233285915,27.681976629603795,poor,cotton,3.4464345474338023,seedling,8.51
+37.99677335326357,72.91814150850297,8.021678318940417,9.690499470574265,low,clay,29.096817391690387,49.60384372888181,poor,rice,6.112443310526636,flowering,17.15
+16.378914765044637,91.90488744219373,9.5235711596092,6.374739791020395,moderate,loamy,9.842573169583003,17.10227434574528,moderate,maize,6.530007481272699,vegetative,12.26
+35.516039008861966,82.71686296488143,6.591493955383323,7.286206297704637,moderate,sandy,39.1682604133899,45.82327827869993,moderate,wheat,4.777413078839645,vegetative,11.06
+15.942434760566766,82.47322017236209,13.212304898566448,8.744556329329626,low,silty,31.548948173934157,46.77576748721057,good,wheat,2.9021269219848005,fruiting,12.17
+24.179240642375568,94.1747015103478,8.089861278470195,8.559932003427413,high,loamy,18.7457147758163,26.385952740073336,good,cotton,5.485287172009008,flowering,13.47
+28.557499390526974,99.19479611703996,1.0194420197734826,7.468494778236109,low,sandy,25.76489632269447,28.47301949786498,moderate,maize,8.114129539258451,flowering,16.69
+18.702519965678185,66.50261855688477,3.734282343239761,5.502305884365776,high,loamy,5.266932508684363,30.112817693199048,good,cotton,5.714707415719926,seedling,8.9
+33.65784531422692,28.710529282493265,7.034381948308311,3.4588619940765595,moderate,clay,34.55861776801417,40.81627393159391,good,cotton,4.350888452880041,flowering,7.68
+15.208867604303464,56.73039262203491,10.617020025745534,8.894941785418654,moderate,loamy,14.492404916045473,14.948974690840611,poor,cotton,3.983834884844622,flowering,13.28
+19.21497621085092,83.00809171693155,3.686407534992538,7.989898980135745,low,loamy,7.515929670039636,23.14549072310948,poor,soybean,6.073552708363335,flowering,15.55
+29.519920746336894,22.21802598094793,14.655732875902606,8.541162567626312,low,loamy,31.53416151815788,16.828093527111257,poor,maize,11.6809779452691,vegetative,19.81
+32.85968905093231,24.550995068491925,5.11909474372721,2.267103863324838,moderate,sandy,16.535358192564367,45.13656604556598,good,wheat,8.306535272343021,fruiting,9.82
+37.91607756734791,25.372622590625703,8.220962999478532,3.833315903703472,moderate,silty,24.86394053711178,12.820723017508158,moderate,soybean,3.055775345824069,fruiting,5.78
+32.63741629836559,78.48286066626486,0.775012578600097,4.82396534109686,high,peaty,34.541104225566684,39.90816608803554,moderate,cotton,3.380210013187453,seedling,6.0
+31.79448175637165,60.09333028505377,13.330915460746663,8.545167750705046,low,sandy,32.15759762308058,27.58964662603422,good,wheat,7.954045765990033,fruiting,17.29
+24.85852865876661,49.51183548164749,11.93810247611516,9.0359800544319,low,peaty,16.78928773283905,38.58416586734651,good,cotton,4.48177639092428,seedling,11.47
+15.032110638170035,28.44936362093888,3.334141062286094,3.5640344282975764,moderate,peaty,35.404380528533906,45.59581031074261,moderate,soybean,10.32766963069304,seedling,12.01
+18.00398146839055,78.57922001647113,14.031932022977722,7.177862505391882,high,loamy,18.609747007262246,23.586492582763896,good,rice,2.693767245899777,vegetative,8.25
+28.36386361890098,45.68158484407198,5.079676575062368,1.7003278553730707,low,clay,22.50083376612079,19.080055874601,poor,cotton,4.3625429413622765,vegetative,5.59
+31.878247146110493,41.22592560517337,10.536701181511695,4.68615944771885,low,peaty,26.436053455211532,36.00874377463933,poor,cotton,8.347530112268792,vegetative,12.57
+25.43620709741156,72.18553612428408,12.375156611240698,5.380021969766966,low,peaty,7.484328732738815,49.90103328895233,good,wheat,8.566452014990073,seedling,12.73
+33.26697528820976,64.72087140774734,11.243259687939124,7.890695334092042,low,loamy,25.90073427004348,39.18033667715633,poor,wheat,9.135236122715488,vegetative,16.73
+28.046557383304467,48.99285134506413,13.804950368432698,9.027750131534084,low,clay,25.20960342892344,41.82489631841196,poor,cotton,10.668296984914692,vegetative,19.68
+16.854404889857804,71.31899766444704,13.031984024940272,4.035549122420106,moderate,loamy,35.57230662218512,35.19428917683329,good,maize,11.689443902677192,fruiting,14.83
+19.80040627419872,41.697721630729454,14.921866954328346,5.749650009477112,high,peaty,17.378235554538428,24.72733825363903,good,wheat,4.008960017274041,seedling,7.16
+35.999955581098575,83.58642092834614,3.1478654823541103,6.827034001307718,low,sandy,13.476603730272856,36.18577143555108,poor,rice,4.589732833844365,fruiting,11.77
+33.12281866561099,38.34551602461232,4.919046117787151,3.958185060521332,high,peaty,21.678008419548416,15.142009249713835,poor,rice,5.943768920049199,vegetative,8.4
+37.369049675312375,32.70701563056125,9.725275077758637,9.8698439185664,moderate,sandy,29.056607733751203,29.55272159700418,good,cotton,5.828287487249141,fruiting,15.42
+17.938931228023414,82.59515275991,11.129184195427964,8.881969416130222,high,silty,24.66629830583484,32.92232923333649,good,wheat,5.53431411406007,vegetative,12.54
+39.75556336537685,76.63136245583465,8.251773291057784,3.6676254597995497,high,clay,9.8372335194051,46.26999948065825,poor,rice,2.621913374224042,fruiting,4.9
+20.23516784874834,34.61111805614387,1.5719612908559162,5.571516078991435,high,silty,17.17620704226001,46.788773243131885,poor,soybean,10.6276181228682,vegetative,14.49
+15.29449690716605,29.29966021519504,12.70313078860554,3.077565519225199,moderate,loamy,7.232501720131406,12.404980387211667,moderate,rice,8.63438373264729,flowering,10.79
+39.93557347633885,87.07192707893537,14.432678162308443,5.6305352701300135,high,peaty,30.876420972733165,35.275245141170814,poor,wheat,9.873124053346704,vegetative,13.88
+22.026847136127827,82.12787857573504,6.379994235482724,7.149991103409564,moderate,silty,35.9031912990988,41.855629802370025,poor,cotton,11.997582681894135,vegetative,18.45
+31.700486312814,46.18058989597314,3.759780984633268,1.7696898351368904,low,clay,6.598555170832793,31.457937712623448,poor,rice,6.894467998701561,seedling,7.98
+19.41705785440763,72.65579265706933,0.7800494469502692,8.831054843265445,high,sandy,23.389962186839306,13.8268062601861,good,cotton,3.3308318414252374,vegetative,10.34
+29.505713304978546,29.932814923824864,3.9408360233569866,6.343712816019251,moderate,sandy,24.809301168131334,19.309172538547244,poor,soybean,10.330437120236368,seedling,14.23
+37.60087466136398,60.56381272381425,10.648822235157123,9.906426087193015,low,loamy,20.358975835050728,22.54575884278203,poor,rice,9.425754812899338,flowering,21.1
+23.004529185710965,21.49842336483359,13.718046121254591,1.2303235652455289,high,loamy,22.595680751872933,36.51197641448928,poor,cotton,9.681859697526484,seedling,9.28
+31.75634940110898,51.32815047372444,1.8559394632606043,8.48348515988409,moderate,peaty,29.862485672343748,12.623139650656432,poor,rice,3.6104362812811934,flowering,12.95
+19.69758971996041,25.987425717712405,8.522258213847984,8.127667434290927,moderate,silty,21.93039741124644,31.984804679024315,poor,rice,9.546366512949165,seedling,15.57
+30.619884967968133,58.0117744125506,10.58520310342157,2.195672608360291,moderate,peaty,37.18782468830467,14.35737892357256,good,wheat,7.925327245003295,seedling,8.68
+23.411258795437757,53.73453174823155,4.507521906040894,4.01775071575066,moderate,sandy,23.93058291883533,25.80479151561683,moderate,wheat,2.5059496664564698,seedling,4.81
+20.280206464698797,55.55080213104448,8.763507067969378,8.963165827397555,moderate,sandy,7.512883084857515,27.022251338762505,poor,maize,4.921377256995105,seedling,11.23
+22.82955126759088,23.626504163839527,10.871102177083706,5.666088655650288,moderate,silty,38.36636312209142,28.073514140986187,good,wheat,4.20301694472338,fruiting,9.87
+19.471026712694982,48.92930730254659,12.646929025462963,4.611533387205151,high,peaty,10.13837455919857,38.43477487612992,good,wheat,4.911366122428687,flowering,8.14
+37.54790269594707,80.51870792799332,7.061247836889723,9.149467890257576,high,loamy,32.45609650054174,13.247856705845123,poor,maize,3.9978856989766633,fruiting,11.97
+24.929672157928223,49.51314986828961,11.34392967432493,1.8401007202935529,low,silty,23.441699026513067,20.729692827030508,poor,maize,5.978568364926574,seedling,7.44
+21.131982624359186,77.21375620876645,4.875853090227821,5.258105046120308,moderate,loamy,30.931235899420983,35.64519094666661,good,rice,4.170103952919344,flowering,9.67
+26.21019602539832,49.55829789069866,3.5891778281963003,6.871366881778171,low,silty,22.97004594634774,47.74262226477312,moderate,rice,5.961043324955112,fruiting,13.42
+23.01340417016239,53.85915531921491,3.2160493183146777,6.476872951135113,high,loamy,7.0639570116412695,34.83189982013785,good,rice,2.1658808258170765,flowering,7.9
+33.61048134533315,65.1113690263413,5.70365461147303,3.378488089680024,high,clay,18.122407539134148,45.33464450427752,good,wheat,9.359331150831654,vegetative,10.96
+39.28049779713736,96.0545549445666,1.020255385938311,6.069816140809028,moderate,sandy,26.72400937141841,48.73623670117559,good,cotton,5.47054005290344,flowering,11.51
+25.95084141744117,28.70883573173241,4.603381646146121,7.377055878573835,high,silty,27.010877648643717,45.35617294735448,poor,cotton,4.875372859613002,fruiting,11.14
+36.525834999306014,22.633101492893893,9.957230954426809,6.263968665940285,moderate,clay,39.056555476432685,48.88827501481647,moderate,wheat,10.58907101212458,vegetative,15.45
+29.146576838990487,68.63657470480362,9.894826183821982,7.160160033795901,moderate,silty,26.22136444307435,41.08165761188639,poor,soybean,9.48690042855702,flowering,16.88
+18.93089162735584,95.9277671142741,1.566530194126623,3.304708654499114,moderate,sandy,15.025369598858871,45.48625519782229,moderate,rice,10.630980702553018,seedling,12.69
+32.26556855203354,99.1778506043772,4.667526447668992,8.495640552446044,moderate,sandy,6.519892152863904,29.65806159451705,moderate,wheat,10.728981371101284,flowering,20.28
+27.835862428145504,58.73313979136015,8.758586137829864,5.047205832864728,moderate,loamy,32.59453203898527,23.81756253032354,moderate,soybean,9.296614950852913,fruiting,14.28
+31.265163081302585,57.44652968680788,5.119005993794992,9.88501459694112,moderate,sandy,36.1251659762583,49.98842519257869,moderate,rice,2.5756513167044828,seedling,9.58
+37.242185314291625,71.5971016596157,6.560826350738665,1.209567886002438,low,sandy,26.47733141302304,13.910396160255264,moderate,maize,2.956427969372038,vegetative,3.83
+26.01086426640115,64.45078057639759,10.83575597817858,4.42283834122879,low,sandy,21.883192760721517,48.32794571204788,poor,wheat,2.733294957509092,vegetative,6.81
+37.52944058043389,70.72704460912945,0.6343690271211356,2.6242754707459977,low,peaty,35.13452812017112,27.23497200204264,good,soybean,4.479404735139539,flowering,7.6
+33.76672535704137,89.91995404303154,4.507706389282243,6.000485742946481,moderate,peaty,13.412462766273292,10.89533245469061,moderate,cotton,10.638493047462983,vegetative,15.41
+27.21512314694962,79.70449355900874,2.5643975348827417,3.1888458493625143,high,sandy,18.95562292685672,42.120657196911495,poor,wheat,2.38287661489444,fruiting,3.7
+30.080553391449094,59.75019133494364,2.35033315008513,7.637301519107336,high,peaty,22.767979397703183,27.76866750142577,moderate,cotton,2.565789220669916,vegetative,8.42
+23.139528312975287,56.94915672001357,14.406083138485082,8.936792761037669,moderate,silty,6.728041590831007,41.9474453353439,good,soybean,3.176101760653837,fruiting,11.45
+39.58993249346936,71.16813988104929,5.960124807655057,2.897959182238998,high,clay,29.10026483036313,11.792658818618506,good,wheat,7.783502564871355,seedling,8.85
+31.6837790762599,56.4565027536238,8.142784481189778,2.446098564716185,moderate,clay,11.599595316326,48.96586007176766,good,wheat,5.191528932259659,fruiting,6.97
+16.09617131241575,56.62234810125119,11.140417362509671,8.878214671556307,moderate,peaty,16.660361474552623,36.84151819069027,good,wheat,11.40813056213335,seedling,18.03
+23.16554764370022,21.304472142920385,1.1879883854707276,4.251447235796551,moderate,clay,19.50724848660282,11.919847249957757,moderate,wheat,3.3531842790290605,seedling,6.16
+30.58286084397644,33.92513099258467,3.994828259086626,4.91125271463127,low,peaty,27.347861536505665,10.185871049601095,good,maize,10.045807107377373,fruiting,15.27
+16.408331944980993,59.08109119966024,12.566142916483832,2.988725521991821,moderate,loamy,7.291941326761661,33.76006317837873,poor,wheat,8.448554995758178,flowering,10.51
+15.597104782978567,85.81227672402953,12.998863891079276,4.827833812460325,low,sandy,16.93016078637693,49.05997195441045,moderate,soybean,8.531641859588664,vegetative,13.01
+26.250605988195066,42.29816053816993,5.907788349291629,3.0817006577019725,high,clay,14.602660776534965,30.95997958213253,good,soybean,5.517766360787019,seedling,6.76
+23.31725449231675,61.81147465049192,5.93549319495064,6.993346965707628,low,sandy,5.053179773884393,24.15577523670266,good,maize,2.0452627372858947,seedling,7.34
+25.957465200829148,47.596966780738576,11.475004718078788,5.489887712320785,low,clay,29.2078704426446,47.55703742136016,moderate,wheat,5.665187028173783,flowering,11.71
+21.56733274700013,28.38431916316712,4.778518287873103,8.092544013666181,high,silty,13.257722755909422,49.35814449575207,poor,wheat,8.013784004736076,seedling,12.96
+19.117943673574523,96.66387864570405,2.197864176529972,3.81455304460565,low,silty,10.825342702863535,41.37939225076151,poor,rice,9.37350416645015,vegetative,12.98
+32.22858392450844,88.37390962002414,4.23426402848846,5.55035513913134,moderate,peaty,32.92878419570686,38.716590157987255,moderate,rice,7.530209246097504,seedling,11.17
+27.86427790669501,26.27939395735251,6.116498608718736,3.33570990679421,low,sandy,6.371940746389377,10.082548095805958,good,cotton,11.810755275832268,fruiting,15.34
+20.00385528123417,77.58298099746277,1.2569682891289249,9.410265372219683,low,peaty,36.5083981697275,22.5473061194911,poor,maize,7.865512230557165,flowering,18.94
+22.98973565649996,47.80639234860001,7.440863685902534,5.697421010119928,moderate,loamy,29.04155818063525,47.00704979583231,good,rice,2.8306282143587875,vegetative,7.26
+29.795197691583148,99.5879845649434,11.230108935205289,2.561162466861488,moderate,peaty,11.011122159743127,24.725432313755103,moderate,soybean,10.550014193656445,seedling,11.59
+16.805733706811946,44.19188158631822,7.949304594966693,3.4548909328902613,low,peaty,17.25360593078648,23.383182805029413,good,soybean,8.527950527430857,fruiting,11.9
+18.68632523165449,39.09907562900799,1.542482437460351,1.7461176771165414,high,peaty,38.24940961937532,31.48722624862065,poor,soybean,7.170943523900596,vegetative,7.17
+16.831140102684753,65.43124386443242,6.882169654516399,1.2503439603796007,moderate,clay,26.65956037783892,27.91145445586071,poor,maize,9.791206737672548,vegetative,9.64
+35.30793331785297,86.81009306745634,10.779116816621077,5.733296434636038,moderate,clay,26.305117291092955,44.35191515731637,good,soybean,8.90288256184646,vegetative,14.03
+33.81023083030023,35.40150974558384,1.342401482857754,4.034106302730447,low,loamy,27.857488223942813,13.267842745688938,moderate,rice,11.488280736766372,flowering,15.73
+33.83282329698143,76.75222157754649,1.3677842510398834,9.673961097342758,high,sandy,21.19582144348678,36.34997411244875,poor,rice,6.641837871891552,vegetative,14.81
+32.9081335869007,24.91252665128973,5.873720346124249,2.541982567253358,moderate,silty,10.855619461607446,37.88760748645056,poor,cotton,9.107333813806465,flowering,10.4
+31.73463559174673,93.5147794488398,3.326977479793782,8.145213874632507,low,sandy,10.281188907230105,45.20451049998475,moderate,cotton,6.591368653145213,seedling,12.87
+26.92479788445437,26.485993291783902,14.054321473972095,3.843742979736125,moderate,silty,29.05587255326019,26.631376177868773,moderate,maize,4.780522244891675,vegetative,7.93
+31.056954087677877,93.138510107533,8.929482254226276,3.011836474528347,low,clay,35.93794614733311,21.80021374477993,good,cotton,5.194916199815703,flowering,8.29
+15.959038869699366,59.264579956216224,4.666218291385495,9.726731371011766,moderate,peaty,15.507381032805329,35.0624344947058,moderate,maize,7.920191385428744,flowering,18.89
+30.53661056641961,55.84728902367359,10.719262572166787,8.22318938871189,moderate,loamy,22.619124945661486,38.99700279480234,moderate,wheat,3.804675722672494,seedling,9.92
+34.44694263842193,97.86456636003012,5.936471244710268,6.675588023007984,high,loamy,39.728324524928695,16.839171065702295,poor,cotton,7.05390617552158,fruiting,12.25
+27.508959009609757,99.23073421585752,2.4156768434956453,7.274089335013769,high,loamy,14.000641872121742,16.326544987960613,good,maize,8.93398127680467,seedling,13.55
+23.93783321068092,72.01425007688096,3.939867332731916,9.922433273655308,high,sandy,18.657487499435625,20.544125614877736,good,rice,7.364471456499848,vegetative,15.73
+21.93566837002448,30.16954334856388,9.819835624660948,6.3388666794239805,moderate,clay,17.72325586204819,19.916692830352165,good,cotton,7.625221296580739,flowering,14.57
+31.07005125405206,60.4936068524162,1.252203536956379,1.9171040572626408,low,clay,6.140504265585731,40.026164271741145,good,cotton,4.125222203612788,flowering,6.42
+32.32002996574772,62.333048076453,4.453991080696924,1.5837951403124322,low,peaty,22.83309408944341,31.22810390086269,good,maize,8.576541343976274,fruiting,10.19
+36.77418999656357,61.15571425082478,3.520516425811532,6.999460997264861,moderate,sandy,12.303726027558064,31.911634134829075,good,wheat,7.974193888661958,flowering,15.05
+23.55835206152477,65.55934708160078,3.416459104809714,6.918410295326334,moderate,peaty,9.50091589687774,10.588086637888988,good,cotton,7.33440548026308,fruiting,14.32
+34.24430768463964,21.497977103551253,10.40005497365158,7.733564136802798,low,silty,29.864559978371943,49.7703009752448,poor,maize,8.960887772277262,seedling,14.84
+29.03389560473345,76.8981825176402,12.474345292938285,1.979008572093524,low,clay,31.801615533300435,43.19160310002231,good,wheat,9.009871721425728,vegetative,10.89
+37.07091226695198,76.99154415623904,10.88006581693175,9.504120472796544,high,loamy,36.11120372536541,27.74657983482966,good,maize,8.920159374524374,flowering,18.22
+28.19530270739052,29.237582014231037,9.863053329107426,5.960425725195803,moderate,peaty,37.694633750230224,12.675288769596222,good,wheat,3.405901754624932,vegetative,8.17
+27.94074570994918,65.61915539566405,13.788550691359028,6.845999689190938,low,silty,35.417308604646905,37.7715192784131,poor,soybean,7.889922967941993,fruiting,15.18
+29.44692703602273,65.46889459486196,1.3466895161523045,1.313671450403172,high,loamy,9.287313474223849,31.401845733880723,poor,cotton,8.987798875001111,flowering,8.72
+33.732883878560855,74.59603361523202,2.9285047466554905,9.648767930640163,high,loamy,12.827009191610486,37.10155620677013,poor,soybean,8.083646386931292,fruiting,17.03
+39.117261970711525,26.83181537080649,6.508899407222716,6.063326638695537,moderate,peaty,9.28663531488228,37.103099222917024,poor,maize,3.929070669634003,vegetative,9.41
+16.83908385539414,70.12026458128771,5.900548830806082,6.070268016951657,low,peaty,17.373358583060785,16.189374539404216,poor,soybean,2.23842586181726,flowering,9.07
+16.33586505977543,42.460156059707295,6.561748242963826,9.49199784607342,high,peaty,9.342514596643053,23.15239406769649,good,wheat,8.084987202622557,seedling,14.38
+38.43875843518346,60.56023923969376,3.4935961231192376,9.364151603653006,moderate,clay,27.864705381503697,10.710402029299129,good,rice,4.204616603750951,flowering,14.65
+28.246890637955158,81.86588421632614,2.66779807591331,2.9826873263551748,high,sandy,30.08504223298385,49.29051294458984,poor,soybean,10.276169314595226,seedling,11.31
+30.3725753641734,76.45167490904106,7.883302088139956,9.379889397153365,low,peaty,10.585779251428402,42.25861971374011,poor,maize,11.353865616719208,fruiting,21.58
+27.060590039868224,29.51224141423947,13.956761598997508,7.629591604420553,moderate,clay,26.75516176333464,47.15234235490456,poor,cotton,10.385250680050667,vegetative,17.02
+17.34143631518686,67.29478296928586,6.1835572040737965,1.170106545982757,low,sandy,5.804629231215554,11.765225487644564,good,soybean,3.7050060869427535,flowering,4.68
+34.20223446046666,97.52932247525908,1.1286216047331572,3.1585883386450453,moderate,silty,20.202959431122885,30.01387984294638,good,soybean,10.184644721457513,seedling,11.64
+33.68061612721468,32.54155498680018,10.739426471898106,4.716821309243017,high,sandy,14.986866892894422,39.89735002852775,good,rice,3.7851661172994016,vegetative,6.51
+22.7925830373203,88.2325670180332,4.721021130144036,6.245402099551793,moderate,clay,39.94732069387242,14.148189927684914,good,maize,4.981603095239613,seedling,9.32
+22.65598113071001,76.20384644430216,4.053877605920935,7.311967574398201,low,clay,37.29746166440827,41.08347824980676,good,soybean,10.28226185411372,vegetative,17.39
+35.94603452263796,81.92026503278078,5.20174101012045,2.8918935456120938,moderate,sandy,10.164790964069333,35.90009090084767,poor,cotton,3.4526041596378656,flowering,6.16
+16.808931443533165,42.55666617141164,10.995325096664208,8.5303046284632,high,sandy,37.10797769895467,49.39821211806498,poor,wheat,3.878308484183102,seedling,9.28
+37.02762870891415,43.0311143503874,12.37288110961941,8.611437915002393,high,clay,19.65764430876716,15.634631900531062,good,cotton,10.450952313890133,flowering,18.95
+21.41654224739786,92.48155646211904,9.026812976414972,6.714989373345196,low,clay,25.18268446536152,35.171091532447164,good,soybean,11.871596918711376,flowering,19.37
+29.82461869388735,48.78656256740469,5.175941928933498,9.289845194641284,high,silty,23.68175491209307,47.885374491375785,good,soybean,8.358561871330995,fruiting,16.48
+38.39985447504444,25.04123125542484,5.001934380200534,8.316841842074691,moderate,clay,30.415479311451595,39.74677656423305,good,rice,8.173537184419164,flowering,16.66
+31.95306253841616,68.04773628635601,2.302471073629213,2.994612933641868,low,clay,16.723487779412096,23.44591902340715,poor,maize,7.405735499444086,vegetative,10.06
+25.360745311675917,29.98541352334741,14.03286519941032,8.188091796793245,moderate,loamy,7.438890517957674,14.770033337967586,poor,rice,4.445635529604565,vegetative,11.49
+32.23835522263538,83.72769931263265,9.753021285047884,9.578818708777945,moderate,loamy,19.616942892849387,48.550660030361314,good,cotton,2.37792716691714,flowering,12.79
+23.599490907909257,71.3397154000846,0.8911319879100283,2.2384580231658786,high,loamy,24.05769426859377,12.876148679263606,poor,maize,6.503042493760511,flowering,7.22
+21.93146040872965,89.97812041769666,10.10432288020687,9.80828096311926,moderate,peaty,24.42198852582891,49.00673826888446,moderate,rice,10.469545138932418,fruiting,20.5
+39.91708194836699,82.78697998261082,6.983724650805865,1.2249351709308125,high,peaty,32.74091706895719,22.140467985100564,moderate,soybean,10.885612956495333,flowering,10.26
+33.769755779494695,28.96909186705569,14.602090464180332,5.699505202963951,high,clay,6.5479047301115925,44.41244438407385,good,maize,7.05587356390436,seedling,10.32
+31.11799943454544,50.485654114753785,12.376497959692902,7.965038250806358,moderate,loamy,39.58330266961675,32.17247115817831,poor,wheat,11.396725321346134,fruiting,18.67
+23.88224108048297,81.96481999316698,2.9840784305755736,8.113942922916289,moderate,silty,39.6697751012122,46.503621176982094,good,wheat,7.638481915054144,seedling,13.72
+16.229020728876204,53.38731786130606,10.941611223685564,7.612053122316411,high,silty,8.465588773704262,27.06475726463202,good,cotton,9.594665901567907,vegetative,15.27
+15.77642190087889,97.78923878239826,7.540707055611319,5.764162354778457,moderate,silty,17.04061198774965,43.99215858556102,poor,rice,6.419133509064056,vegetative,11.09
+28.85453138621997,78.85923599147594,3.212154873213959,6.858678898633559,high,clay,25.66087364925677,19.5354030371878,good,cotton,2.821371931914591,seedling,6.86
+34.05081802597628,21.239993335225684,10.63172865628426,7.299389670878024,low,loamy,18.066404037398254,28.669660765757243,good,wheat,10.377846674184603,fruiting,17.93
+28.434479761096377,90.39885532486691,8.437119891066558,5.450853017925061,high,clay,22.066864073195475,43.85209818285272,poor,soybean,11.431170416755124,vegetative,14.92
+36.019626798477866,28.064382789484608,0.9404212421877722,6.361164776211738,high,clay,16.40749248528092,14.73446694749233,good,soybean,9.235429753765937,vegetative,13.96
+15.835663327330542,31.241897934406868,9.875525282667976,8.617312481118159,high,silty,29.924666326782308,39.14537169743902,poor,soybean,6.089795127524324,seedling,11.46
+24.168801910648504,78.75939204888408,9.70731280300539,3.8159111903124447,low,loamy,17.74060355822536,27.47487314040468,poor,soybean,10.603499912048102,vegetative,13.99
+20.92675977935445,89.19748475443842,2.589234835246208,5.708856942717691,moderate,peaty,20.04602464449592,30.52859834303321,good,soybean,8.310028048663074,seedling,12.19
+26.18182420392805,62.90797023196448,5.560322041452047,1.0763174892295708,low,sandy,25.156770758669374,33.16127687965046,good,wheat,2.02782196621253,flowering,3.09
+16.809409829853063,43.12397863566233,8.995535075890079,7.186927597991138,low,clay,38.92204419564767,21.02640355653333,moderate,maize,11.353013501075276,fruiting,18.96
+38.85329103927681,48.10524362025404,2.5123537045475834,2.758469181533576,moderate,loamy,27.46315639377607,13.85487597563328,good,soybean,6.629343071045323,fruiting,9.04
+20.581385026734026,47.43114636768448,12.86448897860397,5.32901128342392,high,sandy,8.392240228319066,10.746374100947117,poor,maize,3.743541569100025,vegetative,7.17
+38.05769438708962,46.13424830476098,0.898547671171705,2.891846946524134,moderate,sandy,16.161521726417938,27.23688414948009,good,soybean,3.8300870845671326,flowering,5.7
+25.647328875917047,39.43277374573199,1.9911425170556467,1.2118034312064307,moderate,peaty,19.69000904926204,20.75482928536292,good,cotton,5.412150267023893,fruiting,6.05
+39.63810333138045,68.70936757033864,2.183550337895819,5.348984965282149,high,peaty,30.906083706597,35.317203155517525,good,rice,2.424920954978656,vegetative,5.86
+28.85145958650527,92.03242548520538,8.1575533266383,4.823502459496363,moderate,clay,20.64064431208288,38.637515116984005,good,maize,5.055091527469926,flowering,9.07
+38.27082160439519,44.56659304666729,9.491653176445066,4.826345621719426,high,clay,28.06864769685239,30.149789834192585,moderate,rice,2.91153729689053,seedling,5.32
+15.133724717355571,34.93554379691297,6.3542415492715545,2.8792554393598326,high,loamy,34.38231647171793,34.758452688188015,poor,wheat,4.019369240928661,vegetative,5.04
+33.705970154522504,87.08621330971398,4.68566900118841,9.524841307733611,high,peaty,8.651815430091903,32.4298450418543,poor,cotton,2.180456187931856,seedling,8.6
+37.57626632756288,79.34266647117626,12.235101946570582,1.0315643662962506,low,peaty,31.80088529802992,10.183122044571512,poor,soybean,8.81008146490856,vegetative,9.36
+18.493014174473853,94.46696252479283,1.490146764033092,9.023909049976048,high,loamy,31.095292924225028,43.66807695272676,poor,soybean,7.755911408818727,fruiting,15.49
+17.403146293303788,33.24157884839277,4.56423198642548,7.632117308255339,moderate,peaty,33.68993327890648,12.382501078759184,poor,wheat,2.921672535601536,flowering,11.3
+25.61431517964889,31.540105129327323,1.067175892657576,2.5486483017994432,moderate,silty,38.462326438434566,26.41361692270463,poor,maize,9.753896878107764,seedling,10.72
+38.34197265332338,63.31435154439973,0.7014069570108861,5.249727876731991,high,sandy,15.835929139425009,14.440740110858927,good,soybean,8.880518891874674,fruiting,12.8
+28.55966400476097,69.15469238680762,5.6240083605169175,9.899650733574454,low,silty,20.01571724497029,36.49255782309057,good,maize,3.543993878353427,vegetative,13.09
+28.186411593043303,58.41387534876717,3.324943105451514,6.793284132858766,moderate,sandy,14.193869967663252,23.02351057101021,moderate,soybean,2.414112107029221,fruiting,8.55
+18.528152957483048,67.91733090591003,4.391304895154571,2.1463905143680075,moderate,loamy,16.448696945877725,12.846086956358512,moderate,maize,3.350400167787173,seedling,4.47
+15.01973777733047,34.43038151000571,12.40373378309704,5.118780149707886,low,loamy,16.54390856529091,11.814112721315109,good,rice,3.169038338286982,seedling,6.87
+35.25350226863653,58.36910033312667,2.86321139561371,5.213827869155312,low,sandy,35.44212565925559,19.485670036960503,good,maize,8.103461542293855,seedling,12.26
+17.189364074655956,72.64740487517344,11.813383823701113,8.220369995947976,high,sandy,7.201441118852497,36.69059025234881,good,wheat,2.5123320279515378,flowering,10.28
+30.8462454683831,54.616515939896296,10.28823403562227,9.2454663954354,low,sandy,12.094451205618888,38.72885992701156,poor,soybean,5.109501240716472,flowering,15.88
+37.86541136287978,74.35578686532783,5.2334601145420745,1.7401738895986112,high,sandy,26.36953750068767,15.137216643842477,moderate,cotton,5.590153123620416,vegetative,5.57
+20.216297828960776,56.095302444307166,8.425064105056173,3.8263355825754894,moderate,clay,31.781817372470297,15.564488548038636,moderate,maize,2.8570077827191405,fruiting,5.74
+31.63182090592277,46.68796646738218,6.944316341730812,3.6859431419660345,moderate,peaty,29.4081968894256,33.72907763817871,moderate,cotton,5.4327254860891,fruiting,8.12
+16.967464417687736,44.28840376696739,2.361732074716148,9.964433124271164,high,peaty,6.630148648865595,48.29065384141813,poor,maize,7.662254531708956,seedling,14.31
+30.093878595940325,52.87216471908704,13.654187165145547,6.033044050222597,moderate,loamy,20.88280334523283,32.116442511278734,moderate,rice,5.221890076515541,seedling,9.23
+19.098293023830067,21.847169814576063,8.759460529993522,8.91848346507986,moderate,clay,11.456575585515598,38.469685091227376,poor,cotton,11.306811626149509,fruiting,20.33
+33.39883901287945,73.4820110756891,13.263480664034097,4.834295645003415,low,sandy,39.58497723153062,33.01663848421491,good,wheat,4.85946243894652,vegetative,9.42
+22.530782369847707,87.60845127842094,12.445484421292708,7.504508353680428,moderate,clay,39.96121871194224,14.193431244645222,poor,cotton,8.509608131469587,flowering,16.15
+26.58477522011616,48.37016755544949,1.656750916986637,3.5792707807373145,moderate,sandy,6.781449002115988,47.85856042756696,poor,maize,7.387074866893075,fruiting,10.11
+29.985763550690542,23.682650891337484,3.5054246572675605,9.2060742114031,moderate,peaty,28.37034449526725,12.87939742393593,good,wheat,5.751693178715069,fruiting,15.23
+19.28183526665599,98.9420477908446,2.6062861584350467,5.096316168878804,moderate,sandy,33.45727291660876,40.39480571422527,poor,rice,11.68883349553881,fruiting,15.97
+33.54094546544052,41.09586043608536,12.546303225410322,8.233529475844785,moderate,peaty,16.367295413629645,49.17408913033735,good,cotton,10.589174007971614,fruiting,18.68
+22.56600851592037,30.12968973526184,13.005476083600431,3.302351950083083,high,sandy,29.27727526858924,22.759888272156147,moderate,wheat,4.006675726675441,vegetative,5.7
+31.55929649781884,49.58020063784224,8.155586892221306,7.242439077296912,moderate,loamy,11.568398718542555,16.865209780601678,good,cotton,11.724657197834556,fruiting,18.46
+18.95707626748434,79.08456325068454,2.0105820513661,4.646425639600322,high,peaty,9.478570364548728,32.646974204968686,poor,rice,2.19088500537662,fruiting,5.25
+32.20294148015876,43.51332775124526,2.466440968873735,1.2829548067709236,moderate,loamy,37.38556358747107,41.80266256649227,poor,rice,2.108281156539048,vegetative,2.36
+18.204701820261544,65.97625631355902,12.296457780354878,4.717074283831572,high,clay,27.488750356876672,47.97900198339372,poor,rice,2.9542858835525747,seedling,5.31
+25.63391240674959,53.24479955497138,13.973256979675288,5.950194775798784,moderate,sandy,33.5931534077867,37.74697016685099,good,rice,5.556592898115733,seedling,9.48
+21.18015184347192,29.42111938212948,3.3923974341045224,2.3658545252185768,moderate,clay,23.64496107227137,23.434924609523016,good,wheat,5.649545657679868,vegetative,6.9
+33.70938123570457,46.42296099936882,0.6614948588465094,2.6552179467335355,moderate,sandy,10.415387490450147,29.773846313644103,poor,wheat,2.558137481070537,seedling,4.1
+21.550875112671864,77.98964045712533,5.29881712468628,5.183765184908412,moderate,peaty,18.18293147394065,40.44802343536878,poor,rice,9.4303582195548,fruiting,14.25
+37.0429326598849,68.96031178651566,0.9422411498942797,4.08456741190066,high,sandy,35.857993353236395,41.51729694670966,good,maize,5.208690299170597,flowering,7.87
+37.29550528516532,29.58227039068488,12.505636283131553,4.966664842030264,low,silty,5.54623021591209,12.977489958786151,poor,wheat,11.480054995343934,vegetative,16.0
+19.91103288056965,33.06579277714469,7.626927729780648,5.147442903904505,low,silty,12.251217121579057,34.54958642788771,good,rice,11.982359972154455,seedling,15.91
+30.34614862519311,71.25866874459564,9.806981292063789,2.2606843933248006,high,silty,13.865030932594706,48.6948020843106,good,wheat,8.901915787877522,flowering,9.62
+17.19294104299911,85.0732331456695,6.466530703979862,2.6307511774310326,moderate,loamy,14.204852138933866,41.41026803335611,good,cotton,3.152852052519834,fruiting,4.78
+24.78842749004073,47.957959676653545,5.509859431680988,8.633488541315447,moderate,silty,8.450534320904284,10.292911433967449,good,maize,7.171783678554388,flowering,16.85
+32.83304323753181,67.62486014747601,3.72190598960323,2.4644682037943566,moderate,sandy,34.68768927146802,18.99766280435452,good,rice,9.847497472164315,seedling,11.13
+31.485581171247908,33.651487100168424,11.672721932053111,6.993228997074348,moderate,clay,10.582987200150804,27.800351050562572,moderate,maize,11.182439372766629,seedling,15.94
+30.6175167351652,44.91010695242591,10.585439974025176,4.766752420910128,moderate,loamy,34.038603503309886,38.25077872629305,poor,wheat,6.266400032125056,vegetative,9.85
+22.06352159156109,21.621616453844208,5.730570275193249,9.714130173726767,high,peaty,17.427162218285673,32.20986850699206,poor,wheat,2.002289000265552,flowering,11.69
+24.45062373586005,81.46207582396181,5.156183947338153,1.594939256994138,moderate,loamy,21.006133207665883,13.093114328217176,good,cotton,6.068367572953422,vegetative,6.87
+17.573653617507155,52.08078558183735,0.5180217404058456,8.473499794276858,moderate,clay,21.199779386173663,39.53074331553383,good,rice,7.726580346363019,vegetative,14.85
+32.97557051084003,85.29004589231631,1.4215058856593503,5.423043079923594,high,silty,29.960208777710395,43.54854727518765,poor,rice,3.110076123301321,flowering,7.61
+27.59721991978184,76.6698396818181,9.537205110943203,1.048171337777697,high,clay,30.59549419311928,18.230313030920367,poor,soybean,8.461034562174516,flowering,7.69
+32.71914080864136,86.29954125827815,7.961805998414195,3.3729419704559835,moderate,loamy,27.424080981295937,12.696945324433583,poor,cotton,7.627097913695294,fruiting,10.78
+21.22358811992182,42.85269356663062,6.804646465032826,4.669271672943426,moderate,loamy,32.081896924290874,41.63830081526544,poor,maize,6.7779416999359645,fruiting,11.14
+23.110955715876656,34.80869843422762,12.498782491624048,3.827752781040326,moderate,loamy,5.290611266099074,35.617854175637035,poor,rice,7.423507549768161,seedling,9.53
+23.355383431502865,97.75245461213365,7.806523963841276,4.262045176125399,high,clay,22.6683650919686,42.14016103586615,good,soybean,2.2983038260250104,vegetative,4.79
+15.643560243680405,77.38622296326956,6.075156930406139,9.25004718223462,high,sandy,23.34088704068657,32.66387040588604,good,maize,9.528837648259236,flowering,18.73
+23.52619682076559,86.72338143413363,2.838217039112282,4.24840629153095,moderate,sandy,13.376894431179716,27.141515732334994,moderate,wheat,8.987676042639812,fruiting,12.38
+35.08261433795084,21.050669896794695,12.399976119111978,4.769464414624595,high,silty,24.472981783454728,48.52310851621396,good,wheat,4.007855769771241,flowering,7.37
+37.43246239374346,48.35692962367092,8.855599626757222,7.850183982203015,moderate,peaty,21.35050793998564,41.1983902128543,moderate,cotton,2.766469550966282,fruiting,10.44
+27.955457890898188,79.42533524618653,1.840669505879981,8.144502091735376,high,clay,21.523930804484344,26.47664984996121,good,wheat,5.926421640063734,fruiting,13.03
+26.387542380480504,26.238626639198664,9.9090267709576,1.7568068660802512,high,sandy,9.14576858586217,46.300723454910674,poor,wheat,9.574824056598557,flowering,9.72
+15.770615467484255,65.38719436551486,6.6635258095819445,7.336630311103038,high,silty,20.23418884052014,49.73996984672269,moderate,soybean,5.953509010143275,seedling,10.37
+36.98010843963456,54.32582139640026,12.26510024202594,5.343147583090982,high,peaty,31.82507549931479,22.32946056941564,poor,maize,9.226294009334383,seedling,11.92
+15.325255335646816,21.409320571288585,13.824261656441944,2.204685039138899,moderate,silty,19.349649692701547,45.69907155592829,poor,maize,9.764284539499828,flowering,11.22
+38.618752005255296,38.878046169556114,9.206754291055567,3.3823950755219587,low,silty,22.062444824138986,11.815898960844232,poor,soybean,2.4590974573676885,flowering,6.05
+27.230406217202265,42.783359125337135,11.108385880043812,1.405319475758668,moderate,peaty,38.863214409679046,18.57396010304072,poor,maize,5.953878800976312,flowering,6.53
+23.548362339368165,28.9487957077058,1.3205672902314027,4.242134699306517,high,loamy,35.51244994872667,16.436490906101543,poor,maize,11.88298302967044,vegetative,14.42
+38.1054608710665,70.52295277941283,8.62370409751678,3.2986579630062174,high,sandy,37.50450550730982,24.26374321031353,poor,cotton,2.2629611522025432,fruiting,4.05
+15.609774827752418,39.391830100151125,11.452429686154376,4.438930576420159,moderate,sandy,7.718679275322184,32.504903122304775,good,rice,10.949454638950806,seedling,13.96
+29.53562237172718,42.209559969551066,7.703051167432504,6.223064927776811,low,peaty,26.6503236820091,38.79919393337665,moderate,maize,3.16909420188552,fruiting,9.91
+28.72331311248344,91.8590878560118,9.10647629781289,7.591055968329579,moderate,sandy,12.819415611021595,46.11215188668571,good,maize,8.105184987592192,fruiting,15.33
+20.483010030284557,57.369847415451154,13.534748690925142,6.448167879035768,moderate,clay,19.14852785322159,16.341905326875125,poor,maize,11.49750759278729,seedling,15.9
+25.722185783755265,51.37025175754179,3.372443794452392,7.105395720339512,low,clay,28.791256027792137,33.13134059661962,poor,wheat,8.159504283562693,flowering,16.48
+31.306600148594256,77.90968306517738,1.9245743595027225,8.790752085569139,high,clay,25.26202145999582,32.18773310676133,moderate,soybean,3.901339521648944,vegetative,11.1
+33.17827992204819,92.76910375063296,10.514332390522764,8.864419991153598,moderate,peaty,22.70063101505889,28.3389546128046,moderate,cotton,4.074592902624679,vegetative,12.37
+15.017921467664497,22.002906898995505,12.43130913007544,8.746474135232566,moderate,silty,33.50569527649537,37.78330589297596,poor,wheat,2.301561299058919,seedling,8.27
+38.42133575227538,55.85910772443172,12.83210773444717,2.37852023931574,low,silty,28.890952028642158,30.534444476947066,moderate,soybean,5.557991909099224,vegetative,7.73
+19.11313430982031,68.86250848623578,9.803845207822697,3.259622202342808,high,loamy,33.736578724145936,32.00765591837532,poor,cotton,7.847677221638986,seedling,9.08
+20.83951085555898,45.48504785007917,12.58159456347665,5.520927744348149,moderate,loamy,37.61762863047897,46.13323993495332,good,wheat,10.10319096360548,flowering,14.95
+21.586836142346208,81.79261776985933,10.659630982987707,4.228653646144243,moderate,clay,29.918978068512647,44.41088842590198,poor,cotton,7.827191220783774,vegetative,11.28
+15.945503413800882,97.7181656216219,1.766965280648466,2.185020714519669,moderate,clay,18.838839506926107,33.09336003468007,poor,maize,11.120624448572164,flowering,12.23
+18.076303089758124,95.47418930002266,11.549630864332329,3.5897521114508626,low,peaty,12.447242230516569,16.248386263034448,good,wheat,8.914201814364523,flowering,12.77
+39.65874807360405,41.27860315039535,3.10071549847978,9.778858854990752,high,clay,14.48203623198647,48.34805955776712,poor,wheat,7.529187097598878,flowering,16.9
+22.88041843443215,38.10706227499888,3.930835467569105,4.122340799468826,high,clay,18.88205262670484,34.90799727830109,poor,rice,4.060444611399753,fruiting,6.84
+17.882527258476234,96.59924248169769,6.22243409148064,4.7702266146636525,high,clay,30.903188631962077,42.29898498827117,poor,maize,9.85122197401807,seedling,12.41
+17.674781529365582,56.69027899451727,5.0612224617318855,1.0576127967156728,low,sandy,6.40541355515149,12.20087101342524,good,maize,5.029638101153935,flowering,5.93
+32.986499191749296,36.66381784677534,5.163950205392225,7.474733918111788,low,silty,33.4998516277216,45.87301512685263,good,wheat,5.208810586895481,seedling,11.16
+36.36421660081602,76.55975709043346,2.954263100958664,4.721950589908418,moderate,sandy,31.53472260532956,37.73982129640727,good,wheat,3.06021969877136,flowering,7.32
+21.42380748771175,42.75362591230333,4.761130183088393,1.9282605660564496,low,clay,22.479582857875148,37.41699559014255,good,soybean,2.508764772175767,fruiting,4.31
+15.522737808380874,41.37975800568419,0.7851075546502857,9.717010644742048,high,clay,18.98833893674983,14.404494094856414,good,rice,6.5527364278722455,fruiting,15.52
+20.577250461133893,90.33992344622278,7.357208726980727,7.996898913265781,moderate,sandy,8.944396825310884,38.51453139570189,good,wheat,3.227192522686442,flowering,11.82
+16.412892269918935,32.998332270152275,11.6445689021622,7.535350804894541,moderate,sandy,15.139555157030898,13.0654899248239,poor,cotton,5.385936265135838,seedling,10.87
+17.584873415751037,25.15143571729891,13.002586853760176,9.620851013575026,low,peaty,8.836982567451063,12.233038342581732,good,soybean,10.37794362839836,vegetative,19.85
+25.787702996191054,41.534915213734976,12.396214104911856,4.66732076065424,high,peaty,33.660958034365564,23.013917260071977,poor,wheat,5.294760107500549,seedling,7.43
+20.74795927154081,68.5556330270563,6.538636925429142,7.466801862632035,high,clay,22.826825207034496,10.92678538578047,poor,maize,8.20528713104796,vegetative,13.76
+27.898646963135583,29.84702827226165,11.091183976875914,2.85587107646906,low,sandy,13.6375372974924,16.385009037741224,moderate,rice,10.509507686119694,vegetative,13.1
+21.33734383142976,57.7275737821435,4.674416224380581,7.27408492706908,moderate,peaty,5.633127198233806,39.04506970531129,good,soybean,3.4916088910440206,seedling,8.78
+38.51343252757369,70.18696883402558,1.3056558544054602,1.1267118296884255,moderate,loamy,23.337233903545968,43.39701880972425,good,cotton,11.46567265265162,fruiting,11.85
+37.64859919815662,87.89895940745392,10.301587118173366,2.136748423965527,moderate,sandy,31.323048366234577,17.18085684974042,good,soybean,7.602065262328951,vegetative,9.15
+29.17015262526165,38.389567296180346,9.907544388677888,4.827330267425636,high,silty,31.82728249692057,42.931901660153066,poor,rice,9.356435945103506,flowering,12.91
+23.860599799684653,85.38770587062315,12.123626234211695,1.1088342532540736,moderate,loamy,12.504917147009444,29.221203825152745,good,rice,10.581790833388188,flowering,10.18
+24.528672050868387,38.792500890499085,9.433539997191758,5.157692699053773,high,loamy,39.82717040967142,48.31578582530473,poor,soybean,9.79048733095993,seedling,12.39
+25.296307078612426,74.14132329917123,2.774928562121788,5.705125741585035,high,sandy,24.90729706899814,15.57235815368292,moderate,cotton,4.411609918534323,fruiting,8.76
+33.1894830533736,54.45388571859641,12.870854684727874,6.594459378283738,high,clay,16.620246284761308,12.142591291558116,good,soybean,4.510800400253787,seedling,8.58
+26.290974887970947,29.17449939029361,9.59516542627116,1.9034800929425475,moderate,silty,18.74827114750183,43.80319623078496,poor,maize,3.7841669694878215,vegetative,4.29
+36.41824866264744,77.1410770257479,12.210340636007558,2.629107218144911,high,peaty,9.355289723326068,24.479421813558574,poor,soybean,3.952306114464207,fruiting,4.94
+38.60236964825911,37.421009483921424,11.724553245452592,6.519550336454755,moderate,peaty,22.267454692124225,28.28680768817158,good,wheat,10.045497328815523,fruiting,15.71
+23.398653834473347,34.12987408196732,4.819035064763781,6.923689412163753,low,clay,31.36534032325517,30.471760232485263,moderate,wheat,7.6039134627769105,vegetative,14.15
+29.017362034392,48.66583428715066,1.5810181353547592,1.2331020538924864,moderate,silty,19.329353412182456,43.00666911944389,good,cotton,3.286786865079072,vegetative,3.22
+17.37641342081411,72.26321958075869,3.0593139317989806,5.863306259035344,moderate,silty,35.33984301309616,13.040015230293442,good,wheat,5.090098574858835,flowering,10.89
+20.01172619415897,38.71971830325023,1.846503847542136,8.064835587989492,high,loamy,21.68633323070333,32.044970683568295,poor,wheat,2.7733181114470056,seedling,7.65
+25.336644167754,34.69292310255086,4.029480265161978,1.6219079000685468,moderate,loamy,36.52134385398998,27.222729567385,good,soybean,10.277751609354038,vegetative,10.88
+20.15506789754447,20.796290057069147,7.163217958876898,4.718555787218678,low,silty,29.61213177480535,23.611212283898105,poor,soybean,8.153820130846647,flowering,13.72
+36.91401226971794,57.73144776813788,13.648753772228602,3.938601457270917,moderate,sandy,6.925339555627605,23.925248825710312,good,rice,3.644227460826442,vegetative,7.05
+18.95715640147745,54.29164554521462,13.1442719608492,9.22299062816815,high,sandy,7.345611264744472,47.21363018343154,moderate,wheat,10.37184345603337,flowering,19.24
+26.3915205388273,38.7094194909901,10.919697318888057,2.6722215388580977,high,sandy,33.003724026245735,20.72450089213307,good,wheat,10.969788100613746,flowering,11.87
+30.14248101149689,24.29217312077526,0.8496292134434766,3.8652437183003214,moderate,silty,17.488829935991525,28.184766604367383,good,rice,9.054745662791673,seedling,10.98
+32.29659770402111,54.34046996766696,5.450143419148025,9.086002704921729,low,peaty,11.623577581977647,29.71209390955858,poor,rice,6.976230724170697,seedling,14.15
+24.57673424316267,83.0564088857305,10.394052184025536,3.975879754539755,low,sandy,35.28621683478728,38.79455125975693,good,cotton,9.723593951916849,vegetative,13.65
+36.72747671811821,77.22257050617415,2.370919004166492,5.782126965270349,moderate,peaty,39.41573331796058,30.75946235396688,poor,rice,5.832853605285431,fruiting,11.14
+29.20797877694814,88.86359118881361,12.115773825230676,1.2973180350779143,high,sandy,33.30618823344419,34.8493095609774,good,rice,6.47299042504715,vegetative,5.77
+25.9876945111888,20.76661501705245,13.761318359820107,9.864121925575326,high,silty,30.379532981204985,25.953234225786584,good,wheat,6.2949679503762725,fruiting,15.23
+16.681015851300916,97.31354534436788,5.634514476248469,8.424520370840707,high,sandy,5.033549592179647,38.744665470457456,moderate,maize,11.750472818458016,seedling,17.0
+26.617236711129124,47.31298021019587,10.734724397025584,6.709608502720087,moderate,peaty,8.709087418143493,28.63407202900964,good,cotton,5.303583017061267,seedling,9.67
+35.518396020393254,99.23182368735718,2.6489599236963435,1.5467974578098227,high,clay,28.48303271486915,18.908524561717407,moderate,cotton,6.965345450919401,flowering,6.76
+30.363525455532887,40.20955684814197,10.516838512138891,1.673829652355026,moderate,peaty,19.33475764692083,42.67720873898908,poor,soybean,10.862443055729228,vegetative,11.9
+35.80406134322796,57.72291100625958,0.8111034781621276,5.904762677116207,low,clay,5.681636351187204,40.61808683442533,poor,cotton,2.854554328375761,vegetative,8.7
+27.350291764982643,48.3142141260243,2.686186848760964,3.5655799258309084,high,peaty,30.93043832862188,35.099605828123,poor,rice,4.896839185403618,flowering,6.97
+17.961542627362046,48.46085719954421,10.793280975825716,6.60510502752856,low,sandy,19.65677765862771,30.87788853039184,moderate,cotton,9.510743588605388,vegetative,15.68
+15.340996145897028,87.38256789985726,10.82182823170644,6.383732336629952,moderate,sandy,28.058875998756083,18.33984426718405,good,cotton,9.383779738629343,vegetative,14.31
+22.58048866796478,79.71351517898711,9.796859234755068,8.54786258451368,moderate,peaty,21.391751080847595,44.73416332820242,poor,soybean,7.569352662072858,vegetative,14.8
+32.449761787444814,99.37211481840384,7.421778353570946,3.532393546413781,low,sandy,5.92742000375946,13.887693631293825,poor,soybean,8.946338773950739,flowering,12.81
+34.756497598542346,69.081174617401,10.286167321993204,6.200771720418933,low,sandy,27.25735988228945,25.32735074506149,poor,cotton,4.836051637395087,seedling,9.48
+22.39382086550824,57.060528351560215,11.72011157518743,7.996269869548849,moderate,silty,32.58300943571258,44.1024372848628,poor,wheat,8.48122879188491,vegetative,15.82
+27.39134802208118,27.20590903575129,14.513984056032784,5.416956876900937,high,loamy,10.459187610317043,33.822671524401365,good,rice,2.474875144949732,vegetative,6.38
+25.52797261085204,99.72491356110854,13.385294957454771,8.4757929844505,low,loamy,36.1878754921321,27.544795136717774,good,rice,11.855982239868595,vegetative,20.25
+25.2630696087857,64.12245223458262,12.020745937208806,2.1814858141639566,moderate,peaty,11.354661709109674,41.65443214024862,poor,rice,8.40292224031213,flowering,10.04
+20.783717830003763,76.03819757521134,10.573983992358407,7.60507988632429,moderate,loamy,19.7992822212758,49.5805617303915,poor,soybean,3.79346880764844,vegetative,10.07
+18.409277625736458,52.53939097530491,8.825255408769324,9.486838823688808,low,clay,23.451545819315974,17.55253578464536,poor,rice,9.213336711902,vegetative,18.36
+19.917213955780326,63.81725665433887,2.2488279386027856,3.986949888942095,low,peaty,15.985301526157636,12.02932007563188,good,wheat,8.393118213749084,fruiting,12.52
+16.383309679083652,95.40621855143098,2.9005742104266976,4.297027981707684,moderate,peaty,22.516001963403223,28.519521563648777,poor,rice,11.64277290989053,flowering,15.86
+19.953268545589424,33.31355503452822,12.394053629728042,1.7519470947176925,moderate,clay,30.14247362502477,21.49584443980221,poor,soybean,4.8893874628097045,flowering,6.3
+15.230022440634489,43.38980674642037,12.148037227004698,6.773435016172406,moderate,loamy,30.005932021957243,36.670061492330746,good,wheat,2.563513095704037,vegetative,8.04
+30.681460015899457,32.16477822224259,9.409654426613764,5.972056530713831,high,clay,37.27989544854203,29.770334348663106,good,cotton,3.833034262005064,seedling,7.06
+22.90938518469207,83.37727230438198,6.863181924384224,1.3631118285913102,low,sandy,35.1731825834763,29.960118096489357,poor,maize,6.187674218268905,flowering,7.81
+39.32861778567272,24.963620833746365,0.8774734224422819,7.769908242741805,high,peaty,39.478695359988194,24.19928115927646,good,wheat,4.375211589788684,seedling,9.15
+19.84292626940745,26.530531988107064,5.244065666663887,8.463560461705224,moderate,silty,25.83829170935344,18.426921965438588,good,soybean,9.432741135232703,fruiting,17.79
+23.645714257739847,43.879529022989495,6.599275034697109,9.164076437266786,moderate,clay,19.01801325090728,18.53817232129712,moderate,wheat,2.475249774397624,seedling,8.74
+23.94602896603833,61.1350544736809,7.544336149514597,5.911606775535779,high,peaty,13.403434003323136,25.478809603596968,moderate,wheat,3.286249447513704,vegetative,7.5
+15.211287401561512,52.50198404476692,13.975206679137534,5.073220314115816,moderate,peaty,13.53892796324258,37.27343123478485,poor,soybean,5.086350900028668,seedling,8.23
+35.98019882598648,23.58530485366458,2.076286297102071,8.885234390788696,low,clay,10.282339952909703,23.485966753649063,poor,maize,7.602665483384449,seedling,14.56
+15.79986150360812,96.59932462967612,8.02357033680667,4.588271371613251,low,silty,30.43334409176819,23.040684766664704,good,cotton,4.918223649345962,vegetative,9.23
+38.50449586823103,96.22956162864668,5.834873305895056,6.898988127111055,high,peaty,27.898480403928573,27.00002328492477,poor,soybean,7.61703242403632,flowering,14.0
+37.30185877734051,42.34850585926079,14.856422728632747,6.538260307608337,low,sandy,15.23029686372934,49.63445819954463,moderate,cotton,5.114783577943104,fruiting,11.8
+28.38804790214909,78.52204922148653,12.997028236102128,4.349449898366607,moderate,sandy,36.22481193202,13.649425625980095,good,cotton,9.599989115880517,flowering,13.45
+28.589889372782302,66.2860329106579,6.862394886464354,1.7820094380944331,moderate,sandy,24.33002208574138,21.786099340443712,moderate,rice,9.415755714329332,seedling,10.16
+31.34444807390391,38.99813560044993,14.995586335644026,1.192739848036171,moderate,silty,7.415666023937062,21.680084117682945,poor,wheat,9.901568815789876,flowering,10.6
+24.67625029837217,40.97372413932924,7.953917073836697,4.854139664818485,high,loamy,7.150782372645727,48.98003113209226,poor,maize,11.566708770391386,fruiting,15.17
+31.180557084946383,59.292253944836034,2.92320805057531,5.330814173410211,moderate,sandy,10.01154325283758,26.28712000073744,poor,cotton,10.258380394768478,vegetative,14.13
+16.119209717212172,53.53895531978881,8.56018303148736,8.404104413709028,moderate,clay,12.394217882203812,32.678877380162206,moderate,cotton,10.289491731284285,vegetative,17.4
+16.351190683743162,43.29834625850114,3.779983604152876,4.729704849203241,moderate,loamy,36.06030694998921,17.925238430199613,good,wheat,5.810583516021016,seedling,9.0
+26.43076049048861,84.60092770441192,9.726536181105654,3.5304388726012235,low,clay,32.245693271427214,10.508333587511505,good,rice,5.111559732996395,fruiting,8.5
+28.74055752765087,58.51703341099079,14.09288253581692,5.15886821267638,moderate,silty,12.060344865602184,23.57077660730337,poor,rice,4.218101516504208,vegetative,8.35
+37.19544100839548,72.38784499113024,11.89987936410791,3.14191432381619,high,sandy,13.69723232877302,35.56132247821725,moderate,maize,6.436677422506622,fruiting,8.1
+17.616515847697407,35.14188001343004,4.460873511076301,1.8222455000346087,moderate,peaty,27.28758080193041,37.6616191006067,poor,rice,5.763175646354826,vegetative,6.43
+35.566198179847234,62.68061300131894,4.804450062007104,2.0173873031749654,high,sandy,35.50330755211978,40.15503329296928,good,maize,4.213184789118343,fruiting,4.3
+20.25118343230174,45.43808395572973,1.5046789448095244,3.872390139072349,low,silty,16.085519325062272,44.42654576566271,poor,maize,2.0179619248889704,vegetative,5.86
+24.8520912127508,62.11308883159026,4.645083616871022,1.1140877580264164,high,sandy,23.39238007325969,14.624921693990824,moderate,cotton,6.55608982938155,vegetative,5.67
+22.915060870685323,82.46606667287425,1.8430595953283495,2.981829580131143,moderate,sandy,36.16321420688708,13.311704488855751,poor,maize,11.805744051085018,fruiting,13.56
+25.003881821634977,81.51305680730093,7.742006430221821,8.087708268391186,high,sandy,31.97211185222894,41.507416131154216,poor,soybean,9.299626081804377,seedling,14.44
+18.76238745181464,48.33765424274208,10.771032652724736,3.111554731872798,moderate,silty,36.20283104007345,27.430053561301992,good,maize,11.395922626104165,fruiting,14.08
+27.589251860088872,75.54216936637113,11.3921268417378,1.996565599355643,moderate,sandy,14.732584772643802,47.88466906686663,moderate,maize,7.003177728563698,vegetative,7.98
+35.04106474578418,95.30319603154216,1.3631738675985967,9.541725039950853,high,peaty,29.182695179356184,47.73938825807727,good,soybean,11.866167174616589,fruiting,20.61
+26.038350259472423,70.05354639399252,5.42936052445393,6.602231047164575,high,peaty,8.990440785084118,15.666084228920326,good,wheat,3.991766756105693,fruiting,9.58
+27.265339397454976,31.87280987061097,4.678490614937789,1.5402335449209927,moderate,loamy,26.567275028959045,37.64899068571259,good,rice,7.526593827292866,flowering,8.57
+36.21918963203285,74.3766903423276,2.012354683316352,1.5601956984541254,moderate,loamy,15.640893778076226,12.68429250361085,moderate,rice,4.604681108441877,fruiting,5.61
+32.65145286595077,28.392350907944905,5.755834008514082,6.509099131292527,moderate,loamy,29.55181100548713,26.136400976930155,poor,rice,4.287107828829368,vegetative,9.47
+27.261360212994617,89.76883270344217,4.840141582518924,5.861159218584205,high,loamy,9.965610054373805,43.66840175230392,moderate,wheat,11.356443396361051,seedling,14.55
+21.442391204729493,61.33283966415522,9.700238825419513,1.6153729515368636,moderate,peaty,28.295309416822647,28.43838090085612,moderate,soybean,7.767267207980355,seedling,8.36
+37.12316867112416,50.81125890492636,13.307888624138837,3.018839274760018,moderate,loamy,29.798169734254643,11.34453733138609,good,rice,2.8352718109705903,flowering,5.61
+29.42551004226396,24.560527571975392,7.095204952661629,9.361386230370297,high,clay,35.00047104223009,19.61314574751949,good,rice,5.675362312968165,vegetative,13.25
+20.528690252767333,50.46269876736878,11.326645005118868,6.148097294329156,moderate,silty,29.04768068612007,13.454817725622048,poor,maize,10.38046415716613,fruiting,15.64
+21.72799381595026,92.25653343326316,2.617150323104777,4.962928583330472,moderate,silty,23.300249862127867,26.329411673585497,good,wheat,2.937133512375221,fruiting,7.54
+35.07832722340615,21.678639702904256,13.477012490336037,3.2513987072832946,low,peaty,32.44558783243607,37.867961960379866,moderate,rice,2.218933555522207,seedling,4.73
+16.103639052186388,57.97185262254439,2.712623704118838,2.203282380716839,moderate,silty,14.955161192282333,36.414296243319086,good,wheat,10.457463868673347,fruiting,11.29
+39.80230467572051,94.49264728884978,3.2854671186911446,4.62368515699613,moderate,silty,28.71132699084212,38.75759979118256,good,rice,8.814756072392822,vegetative,12.73
+18.2587919928698,51.58727998120169,2.043725152021309,9.301299033981705,low,sandy,30.358470425879467,25.35264032886433,poor,rice,2.701205713048181,flowering,13.69
+34.90171313492343,54.25405499697203,4.990352772047779,1.4384025610978752,moderate,loamy,18.738942037990192,20.61118395603117,poor,rice,3.8372800818450665,fruiting,4.07
+24.86938291929207,66.28480441592959,8.509951477375129,9.9188093434858,moderate,loamy,39.613828121365714,12.277292694984126,poor,soybean,2.7090633806863247,fruiting,12.91
+27.30540458218667,57.03498668617468,14.825914615391738,2.8703144818180704,moderate,sandy,17.463140010876042,47.66301441295979,good,maize,2.69467379765356,vegetative,4.89
+37.01626443661445,33.48813529900419,12.003836502534387,4.678906243591084,moderate,peaty,7.957190928821658,14.731210906392633,good,soybean,11.000885230042568,seedling,13.98
+25.32277973973033,21.484443125588832,6.016319141933739,1.405461773491458,moderate,clay,15.621603283340312,17.12976644578058,good,wheat,9.536208333305307,fruiting,9.5
+28.437343841830863,68.78493263829613,8.849767839601771,6.263039827972282,moderate,peaty,8.48029983384676,11.00003204257046,good,maize,7.129470188813501,flowering,13.98
+16.23249156022925,93.66452696062495,9.537966448618512,5.3519973886089245,low,clay,16.875645511990452,22.686728950449734,good,cotton,5.18986893901033,vegetative,10.38
+15.058686846686328,28.50913064217325,12.429544708086532,7.000363312613019,moderate,clay,9.475550913782552,42.75387880456896,poor,soybean,8.113610682941413,seedling,13.03
+21.119996825043145,36.87621754022027,11.178550888587107,5.8841031456232535,low,sandy,20.38372023507232,23.28986928811502,moderate,maize,4.855707159696968,flowering,11.78
+32.01457732296918,49.61835886599788,8.754721341081535,4.583600061823621,moderate,peaty,32.229141468503386,36.639309073540296,good,rice,3.422002589779268,flowering,7.25
+18.03162233397842,84.69937832168958,10.203153892075022,7.639810280305037,high,loamy,7.360506858517587,48.62178305899975,moderate,rice,6.867694712462671,fruiting,13.16
+17.844048970113736,41.540825317678205,11.315805358962043,1.2251901500826197,moderate,peaty,24.708777391410223,45.70122394985904,poor,soybean,10.452771210439709,flowering,10.34
+25.27401520089758,90.56435234230148,2.430588857434363,5.8692611878713565,moderate,peaty,6.533965436584541,17.19888598013152,good,maize,8.847760909373639,flowering,15.23
+31.195925965205664,24.396629972005314,3.406604188928009,2.024885834461084,low,clay,35.96132092264979,24.368293487099034,good,soybean,9.84868448583441,vegetative,11.51
+32.80179980619826,95.2765297007148,10.484472189158993,4.9240749977725,low,clay,37.24839261286257,40.045619924478245,moderate,cotton,3.7880742135052863,fruiting,8.69
+19.46126685245937,64.8597662299012,12.831170648820663,8.120127851722149,low,loamy,22.232524525965456,49.10634646565845,poor,wheat,11.615658585357249,seedling,17.76
+16.989703684301062,72.70221427901636,6.434303099146634,2.2821467163436013,moderate,loamy,31.923090725315053,38.63739755023573,poor,soybean,2.75415998943492,seedling,4.08
+38.5099258486386,49.41516180290825,14.708409675832486,9.422293138952368,low,clay,25.7518827345928,20.088500821019416,moderate,wheat,7.103942992489366,seedling,14.49
+21.516659564052546,82.55954284088483,3.6330401237639065,8.99654223152264,high,peaty,16.92320072970714,15.312908257057336,moderate,maize,5.721353046541678,flowering,14.37
+36.33366244021809,33.325300006752485,6.542139589629864,4.734145637800286,high,clay,13.579927918103982,29.80638744280315,good,cotton,7.922578488692624,seedling,10.29
+36.587286261570455,23.91294602227896,5.988584130217171,1.0537735665334291,moderate,silty,31.550853575568524,17.71805430751663,poor,soybean,11.407886769615434,fruiting,11.21
+34.31306479406361,51.64135544860457,13.989291140533222,8.107703440070374,low,silty,20.04930761778365,19.10459188565161,poor,maize,3.105849973571659,seedling,9.49
+19.22084016631425,88.29565711848316,4.637988504801823,8.928062230710546,high,clay,37.208346036428026,35.377272043712054,poor,soybean,3.3207716794372457,fruiting,11.37
+35.54503648135501,80.39414693101557,7.326466281612125,2.5726428311988934,low,loamy,39.149218126753226,30.59341410890807,good,rice,5.348322176330693,fruiting,8.04
+34.23126398103967,61.37247763911664,3.214890674422277,9.245729879349014,low,clay,12.363743471788313,14.82773098203971,moderate,maize,8.41237428152024,seedling,15.64
+29.91807475265543,65.77101977322828,8.058360459155434,9.226875495652264,moderate,peaty,24.63721567692765,16.147124443969926,good,cotton,3.4634345690471804,fruiting,12.9
+23.43005087922382,30.39142610390044,12.932360457222073,5.241617659307714,moderate,silty,23.792698436525004,10.777375744986312,poor,maize,3.305414161863641,flowering,8.56
+21.562715106663603,87.25452068940658,4.90857219741318,8.182313297180578,moderate,sandy,35.383460158985194,18.78639535486752,poor,cotton,9.916961277398832,flowering,18.89
+18.047230302008973,82.95677463713575,12.256485046361009,5.004531804447896,low,loamy,29.18447359410562,45.49252641423183,poor,rice,9.94831145745302,seedling,13.69
+27.743926672521788,72.51763151095543,13.714017941546578,6.076416393267561,low,sandy,26.25821272697187,41.721333848790806,poor,rice,8.805399590146102,seedling,13.49
+29.63152188774616,57.29528290631507,1.5578894008611726,3.8785510882878698,high,loamy,28.765870516874617,26.591276054364656,good,wheat,6.105052479556226,flowering,8.7
+23.98347476289468,97.156741462361,11.46815577662914,2.43522410788742,moderate,sandy,18.631013186209696,39.67736404249384,poor,wheat,7.736913843341411,fruiting,9.62
+26.88397669202171,90.32255775011768,4.202479824182117,7.718829254326287,low,sandy,38.61020229188912,26.278770442844475,good,rice,8.150203857559708,fruiting,16.16
+24.08786143423167,71.55443948116948,3.0422511067811224,1.012535600672221,moderate,clay,7.016897386103455,41.68416158191879,good,rice,8.791028512507431,seedling,8.82
+31.02515143301753,49.74407981738303,9.216274684363022,6.215974206839033,low,loamy,6.019514502704537,17.277839020528738,good,wheat,4.336292861469595,flowering,11.71
+37.53148019491408,69.44178229452099,10.731237935316145,8.782174237406174,moderate,silty,19.545640769143212,16.100694388922932,poor,wheat,7.156234143009693,seedling,13.22
+19.098006551173626,66.03527412245323,6.2240342931606,2.9914955809880546,low,sandy,10.410158158256715,13.117624252571902,poor,wheat,11.982114802636518,vegetative,14.48
+24.535220247578085,51.539359026793306,1.0680187526917635,3.996095111182021,moderate,clay,24.06801129562548,19.672253708516,good,maize,3.759291494836961,fruiting,6.84
+18.521715098771534,44.53391773504609,13.6762156008535,6.287372675780165,moderate,peaty,5.315346634065803,15.85264928649626,good,rice,2.7751382798870345,vegetative,7.83
+30.6235942601958,52.56086337898579,11.095830294288678,3.2218322187802606,high,loamy,21.08890411681121,41.94565491978438,moderate,soybean,2.691777544786369,flowering,4.62
+33.221762737214895,65.91291248267183,4.439168696903713,8.627381715977048,low,loamy,15.322359718601476,19.598867605769136,moderate,cotton,8.67040201432383,fruiting,17.65
+38.29781831493639,54.250787576887554,7.704525908298729,4.299428504012996,moderate,silty,12.082612130141456,30.64830431213062,poor,cotton,10.146939428856236,fruiting,13.86
+21.971798156524123,41.08595905611071,0.9029954545226312,6.234523478378976,high,sandy,20.56273382344891,40.247886088103584,good,cotton,4.373156710112775,flowering,9.55
+38.75528014663576,80.8770654208647,5.419600336186157,3.035090328392879,moderate,clay,34.90921366356318,37.08297802727337,good,cotton,2.342257312258175,vegetative,3.92
+16.58156679551687,62.51739967659304,8.076760915984215,1.3724770329188714,high,sandy,27.938813948216183,18.18358294074727,poor,wheat,9.146863744469965,vegetative,8.57
+30.075346584114705,25.414013058048,7.999742419185627,2.5633023941229456,high,clay,10.597957745081484,13.082873867574968,poor,wheat,9.473509138189463,seedling,10.04
+16.42831798358325,49.46532045009004,3.5186807311238466,1.415790438479229,moderate,silty,22.46055705254875,46.47046565653953,poor,rice,4.636464870267749,vegetative,4.83
+37.34435469404862,90.79307657695948,11.762836809666416,5.217435096518973,moderate,sandy,37.60848915856681,34.87974955014161,good,wheat,2.149798875572582,fruiting,7.31
+28.24522642675135,80.41892249599616,4.83350129863633,6.279736518262445,high,peaty,20.372868792387184,38.262548011180456,poor,cotton,9.995272252693333,vegetative,14.76
+31.733708769069903,45.85974271552057,8.915945336080604,1.4020768691690746,moderate,silty,21.46911811526542,25.440561848158417,moderate,maize,5.61010748407102,seedling,5.61
+35.78934814776132,95.05465216356072,4.437072270300634,1.8143399938413955,moderate,silty,37.9475180918879,19.664274257167413,good,maize,7.197529421799558,vegetative,7.83
+18.75776556209922,26.12823266865681,6.664934158308167,5.369725241293159,moderate,loamy,9.75328640443746,31.22469861942173,moderate,soybean,10.99978755418323,flowering,15.77
+15.964789048453346,96.89877631137512,3.5089620661283383,8.192619389808787,moderate,clay,30.726451989793983,13.115274709977768,good,rice,4.056179290522147,seedling,9.63
+36.9720286478213,39.65640739877405,9.678612991714555,6.652082610241473,moderate,sandy,15.47064900247484,41.99905774550078,poor,maize,3.3028768950250456,vegetative,8.92
+22.873330686473317,20.727534424193543,6.670973222049585,1.942391980934825,moderate,clay,35.306208057757274,36.180201258021285,good,maize,7.820271496337927,fruiting,9.04
+18.22447269817913,54.70464292146615,0.733700915072582,8.987880464573454,low,silty,6.902686977756343,40.46535961790647,good,maize,8.660699259088346,flowering,19.34
+26.711530927177165,48.717634374960696,0.9083924132431084,9.25705211310772,high,sandy,39.66405488548232,32.77043541519723,poor,cotton,5.935179499136878,fruiting,14.21
+29.95765189240047,63.12712041654351,7.331447617835622,3.924611450645148,high,peaty,31.90130869715871,33.116365734368685,good,cotton,2.3188956862542227,fruiting,4.73
+15.774265085562751,83.74182884558763,3.1567750701276385,6.54416012693226,moderate,clay,14.951654388879694,34.015026405463715,poor,soybean,2.892338629199961,flowering,9.32
+21.872391456427195,87.39446417203577,8.983109698098763,5.430944351662407,moderate,clay,31.62995627890914,41.36636255091789,good,wheat,4.675745060547766,fruiting,10.06
+15.8199968569224,52.09839996893535,6.418780835694309,9.4782139176684,low,peaty,37.30394176951645,19.0154162750215,good,wheat,4.203276180421519,vegetative,13.63
+25.508384729887474,54.387659496508014,9.98908761532598,5.578736796538622,low,silty,8.952108691120287,37.26128446375903,poor,wheat,5.149379883292667,flowering,11.84
+37.37750072665611,31.854218426357896,14.309730023927298,9.639692323408578,low,clay,36.97524284806757,32.108226507262344,good,maize,7.387187831904242,flowering,18.78
+39.56631028733924,23.80380871049308,8.166673954531177,2.794082954771855,moderate,loamy,17.606104811111233,29.804310100733872,moderate,wheat,2.558600581278061,seedling,4.22
+30.926188837590686,71.29719921880198,11.916989752056445,4.10983081926112,low,loamy,5.226075690791984,31.63626214899171,good,wheat,4.264481773974771,vegetative,8.0
+19.040942344614795,25.15501004421538,11.419094446581088,8.032107160865237,moderate,sandy,8.934733966505275,20.88800521919323,good,cotton,10.000716255223278,fruiting,18.25
+37.64623474998264,78.70640955371647,13.865971012696043,8.05249662034031,moderate,peaty,35.96778753560344,11.483225539332258,good,cotton,3.6837425153163865,fruiting,11.0
+27.906195580001512,63.1272116017798,3.6032590749510898,7.589649465610346,high,silty,39.39332638549775,40.36655842981935,poor,wheat,4.9925902426096505,vegetative,10.66
+18.84373280257295,35.88663825808667,12.496241076381644,8.736503181987738,low,loamy,36.33802047224521,46.64694093705562,poor,cotton,6.570502913498048,flowering,16.56
+38.04316673629154,63.16183548101197,13.63004548831796,7.322915556494309,moderate,sandy,20.453782114411748,29.23050321983835,good,cotton,3.623011686589328,flowering,11.29
+33.93672626807758,34.63981732816791,6.195063223739876,6.724766300250105,high,sandy,38.649353624548894,43.516072181278375,good,maize,9.588200502214578,seedling,13.38
+33.29263181807879,55.09897660083296,5.050334821685038,5.130325117697609,high,clay,19.23975767159378,32.21025733887602,poor,soybean,2.280264104987501,vegetative,5.55
+32.72951759486011,83.9648252993783,14.304520690335172,5.203789689963942,moderate,silty,8.97936242421074,47.2120888661925,moderate,cotton,6.284912250345887,seedling,9.88
+20.008495527411057,56.953543472851,9.600675921013586,4.655453438838175,moderate,loamy,16.93295237330929,30.336700802830407,poor,soybean,7.46755632918684,seedling,10.68
+20.275167292688156,31.89594546380386,6.019809036001291,6.581906197334384,low,peaty,39.944740725624136,18.19410861658382,poor,rice,3.243199746033483,fruiting,9.95
+32.207324960681376,77.9062945458356,11.98150195350864,4.659975363096942,low,clay,26.90809595717046,44.80460452579915,poor,wheat,8.877239806104942,vegetative,13.23
+20.49306875275992,34.94147330160071,4.9148715734278685,2.3274488267793725,moderate,loamy,16.89995487188439,42.01087173272804,good,soybean,2.972840438544572,vegetative,4.38
+25.96679242007622,79.08398994960876,3.057909998013,1.958766545877821,moderate,sandy,26.84626840093718,25.920429391507195,moderate,soybean,7.562051372448339,vegetative,8.84
+34.550045639848534,58.34818313726666,8.38755971906673,9.320250477194,moderate,peaty,20.01975403424825,43.676461810404206,poor,rice,10.970436864539428,fruiting,19.58
+34.598812952446025,56.29934072754413,8.71007465120375,1.222650167840948,low,sandy,6.734200721461576,10.362018908851564,poor,wheat,3.650072146290872,flowering,4.55
+26.33154431314649,88.11480302859798,12.473323992876402,1.949205356250872,moderate,clay,12.039467060939868,41.98988807419481,poor,wheat,7.709630449047671,seedling,8.09
+34.80474845688113,76.6882819472535,7.126896647796235,5.00774387181028,moderate,peaty,5.673236831710183,37.52160650836899,good,wheat,10.243632492030343,fruiting,15.12
+35.965544904951415,22.63286375639514,12.311504822827452,3.366336402139418,moderate,peaty,13.917727799059568,25.18712399047281,good,cotton,4.152693718992769,fruiting,6.55
+31.369393782106503,43.69394516812819,5.014178850550907,4.652640103619314,moderate,clay,30.884776142730903,41.66343311685834,poor,maize,2.1886425868248365,flowering,6.24
+20.710646307710505,89.67365286799189,8.842838931577983,2.0570264343449502,moderate,sandy,11.766150803837458,15.066475171299892,moderate,maize,2.2138872228998414,fruiting,3.0
+21.850294509638687,21.466093483615893,3.522855294060379,2.1781624316263657,low,peaty,23.48197326258548,18.132776802747586,poor,cotton,4.449896705003823,fruiting,6.46
+22.871028885218383,63.62027570095763,6.088966288290648,8.205921178526038,moderate,silty,29.556130157892724,31.343201245418744,poor,wheat,9.160453263673077,flowering,18.33
+17.9201026933488,78.22605353391552,12.934325618576342,7.831978696902734,low,silty,24.203884608964167,45.24105150758639,good,rice,5.391770524825119,fruiting,13.47
+21.828990509248623,69.74848683876607,3.631828804818448,1.9382757915215287,moderate,sandy,5.537968838301771,15.204201252204443,good,cotton,6.793491242722635,vegetative,7.58
+20.237980607813306,80.84257616835491,12.248472212039385,7.01011373409118,low,peaty,17.716968981175846,32.57074711466164,good,cotton,2.57786637128984,vegetative,9.44
+26.383218745215054,78.05534791317967,4.60163903878739,6.48380191019935,moderate,sandy,20.457067529736783,40.12526804231509,poor,soybean,10.81481362933646,fruiting,16.81
+37.71093869680662,75.36245561224906,1.0001009353520784,7.420264504122067,low,silty,16.996367274096308,39.73413895309943,good,cotton,6.099389509835248,fruiting,14.07
+17.612007918848953,85.72318887405217,2.0940512658242705,5.270040141062268,moderate,peaty,24.119232144207057,35.11844528679296,good,wheat,9.880817968830472,fruiting,14.94
+33.00669809868489,71.65525347596306,11.315253407151427,3.429881447800968,moderate,peaty,22.96037884457764,47.636842698948335,poor,cotton,2.16526162326618,vegetative,4.22
+32.18207511032819,52.19347954055856,4.300028434281149,6.973112524208752,moderate,sandy,11.560758434138847,29.285485229171048,good,maize,8.997865719184563,seedling,13.92
+17.39385496658394,57.75272879316701,9.985111087498447,4.342216838705398,moderate,peaty,31.319091173568665,45.20978639270298,good,maize,7.014189398481808,vegetative,10.8
+38.064310122645,77.33798261451605,10.63838408997988,2.9705761091094445,moderate,sandy,10.640729995506971,34.783357587194885,good,cotton,4.600297270270095,flowering,6.69
+29.21180505392049,90.10448237334352,5.50421773430293,4.677661123473548,moderate,loamy,21.06378795835496,39.4986671539484,poor,rice,9.15818744842559,seedling,11.72
+24.093138028392104,41.77750406718205,7.386325314561533,7.869428520408586,moderate,loamy,31.470577018208992,28.59328740453686,moderate,soybean,6.904498159204653,fruiting,15.0
+33.91346458738266,47.36614367768566,6.354622811609254,5.282138768825817,moderate,silty,29.404180024961853,16.70477358948247,good,cotton,8.012471269775542,flowering,13.63
+21.43413646004085,94.459151708993,14.236560447140745,3.698778370900799,moderate,silty,20.12650596493204,14.36381687020004,poor,wheat,9.349770620716278,vegetative,11.77
+32.33774592615801,66.28094339275563,5.1392585040980165,8.486817533414454,high,clay,32.61221432703492,37.29321660764131,moderate,rice,2.8944297982081792,flowering,10.76
+15.99278018930618,34.316945370800084,3.158184112261931,8.934793796628412,low,loamy,29.98152635347325,25.05904771045545,moderate,wheat,8.894171986322064,fruiting,18.25
+35.9852009402318,73.09561111299061,5.801096221695885,4.899253813954073,moderate,loamy,18.458757104738726,32.69931259677091,good,wheat,6.273792522090511,seedling,9.15
+26.204271175532963,99.26097244315037,10.207977760229175,4.372192186542052,high,clay,36.342968291990026,39.84197327765755,moderate,soybean,11.304044941282967,vegetative,13.86
+30.917322858948545,85.87628515763201,10.611759010241244,6.5142905231706845,moderate,sandy,9.968583256000006,41.45926831351223,poor,soybean,10.78566645154824,flowering,17.49
+20.53094549516709,79.65929092411221,13.8988310727201,1.5217700145212172,moderate,loamy,17.546874253452366,30.386413144828825,good,maize,9.526298039833392,flowering,10.59
+31.9268428164612,36.643732341301536,13.285440030699233,7.221908445108374,moderate,loamy,29.42333849343968,22.58009588252451,moderate,wheat,9.331239621736362,fruiting,15.81
+34.30600689733191,90.09118277472058,4.680647546050495,8.040588448395223,low,silty,35.55421078149353,41.03521098541266,moderate,cotton,10.848255427128402,fruiting,19.62
+26.83032967210997,62.06310748284372,7.099867110030148,4.576977345314544,moderate,clay,16.290290536372673,26.61381092657084,poor,wheat,9.95799453048645,vegetative,13.81
+30.443173101544858,91.14320176575644,11.335400328659793,2.571542650066568,moderate,clay,24.643483983828947,47.46923030450772,good,maize,11.624246492964687,flowering,14.09
+26.40814809555997,46.386226353990345,13.789790568729364,1.2593653762677717,low,silty,5.414391244080084,42.98288097036453,good,wheat,10.632465686355031,seedling,11.28
+37.35228423144613,24.96408421083462,5.388892686424931,6.735210395383899,low,loamy,17.979497851726826,39.876669135418574,moderate,soybean,5.294836205348476,seedling,10.4
+27.446729512857974,58.07807749277969,6.94440079556644,3.420940659714188,moderate,peaty,16.582725233585197,19.649765304944044,poor,maize,8.97912554554565,seedling,10.54
+36.04521772572048,41.58700838543021,13.542434921577328,5.175006284091558,high,clay,34.48648172448932,24.51048023618628,poor,rice,10.659133645767405,seedling,13.27
+35.033801456756215,77.21834318210385,5.6980161607971285,4.477199694917777,moderate,loamy,7.589184169936711,43.959229262498425,poor,wheat,10.10165684780449,vegetative,13.81
+25.262620533708912,96.5685242284826,7.467438299780168,2.573963163527164,low,sandy,7.174010023871144,10.925590659982616,moderate,wheat,8.22671323963754,vegetative,10.7
+20.75211229643688,75.27793209212511,13.615310047662144,5.575318016146337,moderate,clay,20.49457133679921,41.25874984407447,moderate,soybean,7.03623602184485,flowering,12.0
+25.152053313994276,90.95471437673628,12.1325266608528,5.136341704666641,moderate,silty,19.25861514355673,26.1660623598338,poor,rice,2.834154872441304,fruiting,7.3
+35.65543439438051,56.24192108809651,4.029748412642141,6.61732860582849,moderate,clay,10.654597569016808,41.97396306591532,poor,wheat,5.204534792930376,seedling,9.34
+20.69081339548481,81.73125897562414,5.2095284484730335,3.266964950768081,moderate,silty,14.217046825320066,32.09567590576775,good,wheat,8.051980172717428,seedling,9.63
+28.110908646443733,87.44347493373627,5.617901548160416,2.931751718680652,high,sandy,39.096807031891984,31.072268035692357,moderate,rice,7.779791894910477,seedling,8.68
+35.15241869901868,76.87005020668339,13.734707864750366,8.32910553780825,low,loamy,22.961389752498064,38.063653937861616,good,soybean,9.495871319573885,flowering,19.15
+23.83693687820947,60.62218288556517,14.984539188015818,7.319730204676373,low,silty,8.074857716778627,42.253353480609306,moderate,cotton,10.761046432594108,flowering,19.14
+31.055240925067437,70.06928876922944,11.72306238125388,7.94985806522407,moderate,silty,6.74113878405422,37.73819181960948,poor,rice,7.618147885380712,vegetative,14.88
+21.140789351220363,76.04055965431043,7.522731386155846,2.109608305795253,moderate,sandy,6.467825440215808,28.028572233128838,good,soybean,8.427583110003857,fruiting,9.67
+17.731986134204,40.24675225771415,0.6475203619784451,3.016356789943159,high,peaty,18.615666427812062,22.83344306115396,good,wheat,6.258442768769469,flowering,7.66
+34.85960562732141,84.76634087319879,10.613576820670383,6.179783645832758,high,clay,35.29660805651184,43.82519515472056,good,rice,2.5866673502682787,seedling,6.08
+17.47421558521767,96.02596311738186,6.145736885217878,8.714812121856173,high,peaty,34.1520807668015,30.831104765230247,good,soybean,5.270601307292434,vegetative,12.24
+21.78453487698961,57.21914521439488,9.67830381831478,9.029031788516232,low,clay,17.87602387604541,41.33843005879408,good,wheat,7.395159040785446,seedling,14.26
+36.377735549936006,76.0853746487902,9.297062470205216,8.487189660294346,moderate,sandy,32.10482547049346,49.82869772493217,good,maize,6.929818203885353,seedling,12.55
+23.66173217696668,78.96207246322831,7.472064820328616,1.3905815147598464,moderate,sandy,31.32869599555541,35.75550321075862,poor,soybean,7.631957838480614,fruiting,8.32
+39.32613373785403,72.97980380171842,14.193617267031684,8.387912661901536,high,peaty,21.90484054446229,21.133847790251565,moderate,soybean,8.254066857436861,seedling,13.47
+39.493358369346495,63.76920866629085,0.8356220076524541,9.091820597689736,low,sandy,19.15356816697262,44.622264277113445,poor,soybean,2.690355034865738,vegetative,11.35
+21.706900511338915,90.53183636598484,10.82592102485253,1.5107418113738684,low,loamy,11.31920173552538,20.94692190311395,good,wheat,2.123294773997494,fruiting,3.47
+16.02445555624726,55.91413674151156,6.442678090343417,4.7465280439928925,high,peaty,14.756984559880904,20.41603873435175,poor,cotton,4.279293235107779,vegetative,7.34
+32.626582105134474,24.888236518928288,10.849961532128363,5.829492909670315,moderate,silty,16.854340264330574,12.957480867886416,good,cotton,7.380954679124494,vegetative,11.78
+26.274662566208598,87.56451005697282,10.290684889324664,3.0947533559514966,high,silty,33.44512439073405,13.142507889993848,moderate,maize,5.402119811757806,vegetative,6.85
+17.518821098989406,73.91850178532405,0.6484510373519331,5.650170904333995,low,sandy,24.35335394731652,44.49285471673858,good,rice,7.816125824096177,flowering,14.22
+32.68807047445107,87.94069011997172,4.637408180032733,8.973602091649582,high,sandy,12.032008441887127,19.229180603843915,moderate,maize,8.38013815893832,seedling,14.14
+15.77937272779803,31.083795395575542,3.241827047304816,8.80248255711188,moderate,clay,8.353966380215894,14.34752726095255,moderate,rice,3.747810159044864,seedling,9.71
+36.75491726230605,22.46023524077731,2.9213021176661385,9.458535531317327,moderate,peaty,22.383233965311792,24.103519754854048,moderate,rice,7.870834426990007,fruiting,16.84
+18.466313227832597,94.7499632306001,11.062911919756424,5.356988185550878,moderate,peaty,28.32108105145073,38.54176423832856,poor,maize,11.95866958662952,vegetative,16.15
+18.182796968668125,31.818264468045943,3.9734945618503055,4.695102507645281,high,loamy,33.66092645013965,23.585242225317376,moderate,maize,11.62444460822002,seedling,14.16
+19.39180744921461,84.77218656563615,7.383695417315862,6.99209037129118,moderate,silty,32.90601342039879,22.371202686390884,moderate,soybean,5.53251145726311,fruiting,12.31
+39.006658962301664,85.85679537445087,4.081340431642353,4.750845198409307,low,silty,33.845450149175214,29.52262917995338,moderate,wheat,4.036293193597283,flowering,9.42
+32.329234006346155,76.69641604392024,8.913390439812284,1.3775013640077198,moderate,loamy,20.67465724771128,10.848005744827848,poor,cotton,11.062188813727246,vegetative,11.36
+35.03428838659092,30.50097688742968,10.948319636869536,7.479293069534095,moderate,clay,35.29801277452154,29.642938908421627,poor,rice,9.517431622229369,fruiting,16.1
+24.940874643318825,73.3918899648646,5.30058371112356,3.528855471545414,low,loamy,20.56128878410037,49.600760880945344,poor,rice,4.367647521171207,fruiting,7.91
+23.40781818762389,91.12692666614925,9.243802300163267,1.4417678104047145,low,clay,10.884245170466324,41.97394401613196,poor,soybean,5.315352452158809,flowering,6.51
+20.86210016957925,54.04253158407066,12.460394228999215,1.185589688742137,moderate,clay,18.90824923737521,12.819671966472477,poor,cotton,6.309274780370349,fruiting,6.08
+27.016200707810224,53.08134835028791,1.866252134885129,9.382251417195864,moderate,clay,16.90087771209579,36.192899594367375,good,wheat,5.908054109839596,flowering,16.52
+28.795718338354213,55.42866476635353,10.804723686098432,3.26868407779752,low,sandy,18.726189174927452,28.44448852557107,poor,soybean,8.149011736722063,flowering,11.66
+30.794371091318887,26.58175125409652,5.185601694313013,5.031092732707572,high,sandy,28.05167420689793,43.04994268799648,poor,wheat,9.23522501869341,flowering,13.14
+21.42796259996736,91.36204552239788,2.278424369611692,9.5551880760897,low,clay,27.99207808971328,13.941048630089966,moderate,rice,10.995726538539234,seedling,18.38
+38.71635202257477,89.53462911844083,8.411986010408057,5.207652809026527,moderate,loamy,12.871553178380736,19.309152438045945,poor,cotton,3.7622253507932752,flowering,9.19
+19.2439624551784,99.8327457432229,3.780803629382111,1.707483911736802,moderate,loamy,16.057569912172074,41.64564321186492,good,rice,5.656522115684454,seedling,6.34
+39.1413293691603,66.81465131987308,12.409745993702789,5.967424425219933,moderate,loamy,25.837421392709278,43.96797352240058,moderate,soybean,9.497764840658707,vegetative,14.51
+15.371403062687596,80.09533091611087,1.121990688200604,1.7937878810865868,moderate,sandy,7.9444961187777885,31.172630665014,good,wheat,8.961233974997993,vegetative,10.03
+27.02814229542114,36.21375250458438,1.9304669959280127,1.855790905361828,high,clay,29.103246867589508,10.787881078844862,poor,wheat,10.985499787026368,seedling,11.01
+23.33419595291407,73.40230545793356,8.054443826794344,8.663293664222138,moderate,silty,11.261230684804673,45.74860092818192,moderate,rice,9.093337593770364,fruiting,17.17
+26.228085348256272,71.97862790059125,9.039655869115872,3.6047938902813055,moderate,loamy,34.77488981238971,25.310609040959022,good,soybean,3.1535558505756773,flowering,6.62
+29.266614474519727,92.096698867329,11.083356635579827,7.108031801011927,moderate,sandy,19.055568010181656,11.587221367523735,good,cotton,9.198157068271003,fruiting,16.23
+25.889728950317725,86.46341782712594,4.25928055965681,5.580319017957956,moderate,peaty,12.728205326572477,42.7524898339862,poor,maize,2.2979110327579413,fruiting,7.33
+25.371171257539874,95.07731700942104,12.70552591909273,3.000940220839728,low,clay,28.3737143010045,26.72276489420617,poor,soybean,7.618326530585044,flowering,11.14
+33.318085385332665,89.5066778161286,14.320563926719856,5.660382687878869,high,loamy,24.391078198507856,17.59961161716548,good,cotton,8.69840754048601,flowering,13.27
+32.14690687716161,89.49551159190815,7.736069902125522,1.620941823097775,low,sandy,11.017746981196838,42.06313057678012,good,cotton,10.251677180775935,seedling,11.19
+35.831782050896194,25.097866135097465,11.527704792062115,4.124911146307385,moderate,peaty,33.95063641681062,28.308627074488733,good,wheat,8.006140356800815,flowering,11.28
+21.24897453098739,87.67695621567647,8.110301140884996,5.705526025184425,high,clay,20.86511761345926,34.3123825384339,good,maize,8.351493963239243,fruiting,12.92
+30.23821274385159,68.59827156024946,1.507271926477054,3.0555490427708683,high,silty,10.328570266946643,42.92485694878985,good,maize,3.5209785113058283,seedling,4.64
+29.629869634821347,50.4355561412769,5.228616936218006,6.941693171632244,low,clay,32.866368397944875,30.896883561659827,moderate,maize,2.623843183677283,seedling,7.91
+24.24344527181722,24.521169951044985,1.7685569995917176,1.4663072952667608,moderate,clay,9.6702068604973,14.419121282777002,good,rice,3.019265259106091,vegetative,3.41
+27.151438547567025,74.21390198144374,14.838747229197695,5.363289080835642,low,loamy,38.88134756290457,48.55047301546178,poor,wheat,4.299105071023665,vegetative,9.5
+22.84455358264322,46.2561400430094,3.820875725063969,7.43496203160445,high,clay,20.46334329110931,21.46162029772885,poor,soybean,6.469749775979143,vegetative,12.3
+18.54610994042463,57.42210119888278,9.720556081527922,4.869514530610956,moderate,peaty,30.487779342700865,49.76997726219166,poor,rice,5.928544079460037,vegetative,9.83
+20.34503026656832,74.53827496441075,4.623003978201592,8.871277737870443,low,peaty,20.81887053972742,10.240981521857847,good,rice,5.014661535254353,seedling,11.86
+17.637841160030028,92.94196376193143,9.972070122660924,6.68973503116599,moderate,clay,11.564693380762172,29.35152233019334,poor,maize,10.882933556960904,vegetative,16.14
+32.07673937975311,86.03495324839987,3.5508245176219955,9.62643624452864,moderate,clay,31.533991107149504,38.19739987175684,moderate,maize,2.879793562999593,flowering,13.64
+31.51818482772879,56.04777032828799,11.88641595569608,3.5570963149748085,low,peaty,15.12749574533476,46.25207736073393,good,cotton,3.4415438514635657,seedling,6.1
+38.76515928949682,51.02265259571031,2.1067682411312147,9.449103977692724,moderate,peaty,28.88462415354096,41.2134778152984,good,cotton,6.3499326656531965,seedling,13.17
+33.24196034118103,39.1823791075238,13.479680801309064,6.461403308971271,low,loamy,14.00804514387673,20.225112747628827,poor,wheat,3.29589784170718,vegetative,9.29
+16.301145968903285,49.79414009407746,12.68611454184152,7.706610092920588,high,silty,13.4387897272826,19.73217631719717,good,wheat,3.555752179848157,seedling,8.2
+37.10612934822386,28.883710983351865,10.34270648275659,9.119450053391022,moderate,peaty,21.01059661396742,24.26346663698516,poor,soybean,11.670861002102937,flowering,21.75
+36.56687907364314,97.68844066918037,1.4775120935712938,5.960774691926389,moderate,silty,33.56837783219005,14.421608028366345,poor,rice,6.94235645422318,flowering,12.72
+26.083008019317468,65.91339551676631,3.5242509107694606,8.759627127546988,high,silty,26.47715682013072,36.78292981580819,good,maize,3.0499562597122445,vegetative,9.91
+29.64657626319804,30.224467423617032,12.960743137520602,5.875272456292498,moderate,peaty,7.263410082418562,47.65033370183322,good,maize,2.519768590042661,fruiting,8.12
+39.401958311812976,48.22448074127246,2.2686292973876294,6.392790348555139,moderate,loamy,30.685264372527158,35.68417524298788,good,wheat,9.349756524849234,seedling,13.89
+28.30760909620416,63.76313148965248,2.761015396466291,5.0058871560764695,low,clay,25.29198504407062,31.334945166792775,good,cotton,5.845858207826844,seedling,9.59
+37.63304570940224,62.63085093126957,8.38804819445505,2.310746966560926,high,sandy,26.824793546046905,30.133968641525858,poor,soybean,4.84502739283837,flowering,5.37
+17.07596894525466,22.84026949749059,4.475572875277984,5.9815291001398,high,clay,17.37523562599532,33.70452508718837,poor,rice,8.878453831825997,flowering,14.13
+19.77629671771707,96.06728273832891,3.720097649186978,9.797034072395627,low,sandy,24.46565778648405,38.4245169945122,good,wheat,8.986976290334642,flowering,20.21
+26.018873586032942,42.030054517995566,8.849294761798618,8.084673961590559,moderate,peaty,18.01610445014888,41.79997415294147,poor,cotton,5.604561933297932,fruiting,13.77
+29.61892020843262,21.29477351455129,5.902361808641421,7.727486362780928,high,clay,7.852698490646095,37.93284686419644,poor,cotton,11.506952792254015,seedling,16.23
+35.40569629657001,26.1155207160226,2.5381185031601965,6.789779224566666,moderate,clay,34.55505981731025,38.20127491098964,poor,rice,5.9992114061475,vegetative,11.71
+39.70655287857967,66.41559225983815,8.255379629409234,4.131178061385201,moderate,sandy,28.730935296858952,48.06935237206727,poor,rice,5.796137099171095,flowering,9.42
+24.721287411852916,31.02284165400775,6.11167984754003,2.5265367503054064,moderate,loamy,28.465365424572624,45.9737358127327,poor,wheat,9.77803313189575,fruiting,11.13
+16.185390903502125,23.33798342828026,11.150493226969656,3.0209644147842085,high,peaty,11.778756761156025,42.95693273827227,moderate,rice,10.159083903054668,fruiting,11.81
+35.02928758238312,50.370117313016905,1.9899539136485436,1.056898805883851,high,peaty,28.225879783468294,11.734409638407328,poor,maize,4.87233815121441,flowering,3.89
+30.109517977070205,69.82089538721509,9.49889203721662,7.0613237880851925,high,peaty,13.121071834587312,36.75469388350429,moderate,cotton,8.890775254706307,flowering,15.44
+19.96357147170504,28.94718438732899,6.829153240677092,8.306898027007904,high,clay,29.06371404865411,28.19923105523285,poor,cotton,8.392455930142198,vegetative,14.83
+27.370711415535503,45.06622657210524,6.38789718825986,3.4202021607825377,high,silty,16.673566961731886,34.70396873067814,good,maize,2.3366401185453407,seedling,3.76
+33.55775613834311,53.420853729963376,3.8681714761209474,1.826653596798447,low,sandy,10.512982535744436,37.45128692423296,poor,soybean,3.9541284777330743,flowering,6.03
+34.26029467671609,32.756807822941376,0.9411774089393112,4.021543610397261,low,clay,36.71925224649977,38.58607505054134,poor,soybean,3.0055155411510173,fruiting,7.17
+27.49046029996905,60.48591187733681,12.79149331828736,3.628461064752801,high,loamy,8.66276135683345,44.77705159118183,poor,rice,10.852761808044445,fruiting,12.9
+22.63036325322148,26.81712695214167,5.232946247499175,5.057887246999587,low,loamy,31.66257358154505,46.39964672941046,moderate,wheat,11.557073376650344,fruiting,17.06
+39.34356455096234,23.721479707605493,10.375820076082782,3.376918488889099,high,clay,8.562148412030346,34.27313652978002,poor,soybean,10.249828703537418,vegetative,12.04
+31.584065273912323,61.58682937241078,14.240017296762256,4.057594348105262,high,sandy,28.965187507268517,45.76656941544283,moderate,wheat,5.110994992186371,fruiting,7.7
+25.205937983657467,39.83175782007005,8.692359322190908,9.167993014143184,moderate,peaty,8.863495813048132,40.58486881345366,poor,wheat,10.601326471101755,flowering,20.61
+22.01158060511631,27.6299046318422,6.258630086538061,4.013518176006456,moderate,peaty,22.80885647172008,18.109015542219517,good,soybean,2.5817165026100826,seedling,5.22
+33.277574575089055,53.91300699901058,4.389966712056204,8.069662420569074,low,silty,11.579849214795914,11.412475945355528,poor,wheat,8.852779806361193,vegetative,16.53
+21.054586139844197,93.21125916139158,14.043634993388654,6.632503302020135,low,clay,35.33035539506512,10.395532742105736,moderate,rice,3.241023634338944,seedling,8.47
+19.292749724342205,77.9353957323324,10.390113861741572,4.037841510682364,moderate,silty,19.05195992591475,33.464927898915235,good,maize,2.1256869035210184,fruiting,4.93
+28.24584722405176,85.2492732277622,10.146580202220113,8.360094428023153,low,loamy,5.539922232504589,30.863730223459868,poor,maize,3.75428521342208,seedling,10.32
+22.249684816103542,89.75311910069092,6.679295714606516,6.355684626366385,high,peaty,26.98564382665177,37.85474210021648,poor,rice,11.634121689686337,flowering,16.99
+30.722628623090376,97.81021931171352,12.753206336577744,1.0775685483901034,moderate,peaty,20.579869861814,43.71313147797427,good,rice,9.542168507212434,vegetative,10.03
+17.948466871855835,81.05972588113384,10.848246711637564,1.618553814151598,high,silty,35.090875398313,16.577699894473938,poor,cotton,7.180514593386207,seedling,7.2
+31.37352761418304,68.67263375515837,4.606157440824734,7.773756035070869,low,clay,20.16004622236362,44.25727078014134,good,maize,11.369549490270424,fruiting,19.79
+22.08241319994256,49.23407042417978,9.193890570363196,5.018750106266749,moderate,silty,19.38991680436635,13.923281816242108,poor,rice,6.161545593575333,flowering,10.9
+15.006073360862818,34.53145892461728,6.737812341718351,4.649570125691865,moderate,loamy,20.893262532459623,45.32973418018584,poor,soybean,2.402826101881572,fruiting,6.75
+18.17340144185441,74.93278991866354,0.5955573610308389,2.312444657762272,low,clay,35.09489063788156,44.0194577534126,good,wheat,7.945962796938179,flowering,10.65
+38.34038444587735,99.59599888975536,12.21053975677606,2.4158673456514324,moderate,loamy,25.538789653428903,37.87823211942304,good,rice,10.28361384956313,vegetative,11.39
+36.68386597788395,57.38869476951352,2.2810400593356617,8.179772050863106,high,clay,28.427684708246133,22.001168760678187,good,soybean,4.86046081895467,flowering,12.41
+20.84022580090592,77.89434944742462,7.894340337037906,8.461154205653099,low,silty,30.214381015452776,13.736538379531966,good,cotton,5.17305690812486,flowering,15.3
+34.45929761363728,59.60739599945249,5.375279799729826,6.040022865748563,moderate,sandy,37.81304328542301,41.12348263715255,good,maize,8.715552735341985,seedling,13.11
+30.214289829349354,54.55467386907813,5.460291097409824,3.6561502882511863,moderate,silty,34.31322074230788,18.7151765583834,poor,soybean,10.044923216905405,seedling,11.84
+39.27261778624674,52.82444908479321,7.421790809500216,9.394307350010472,high,clay,37.45494915751178,27.63748331703177,good,wheat,6.3406700522693775,seedling,12.46
+24.34014148835148,60.36997463453581,14.956835008286305,6.61566151895704,low,loamy,17.015672906449446,31.234362668574875,good,soybean,2.8895343944793765,flowering,10.37
+32.03651531292928,49.35165294923,6.421505369156399,8.169779075066094,low,silty,12.519401474662573,37.41769271744883,poor,cotton,9.465876901977657,vegetative,17.49
+16.588393060597966,79.90186574574463,3.1437738323403,1.0295462825939388,low,clay,12.118632917578804,29.49752289013145,poor,wheat,6.265258584637843,flowering,7.48
+24.90618367041015,89.94176212732133,9.39729190171585,5.052876407878244,low,loamy,35.02303822527296,37.78133064603958,good,maize,11.10165542153662,fruiting,16.19
+39.09544152970452,90.63082453161472,3.9261717665730576,8.838541776879602,low,loamy,34.07069308083468,42.56152958058011,poor,wheat,4.5314949930312745,fruiting,14.1
+28.474521861253013,38.21589707406608,2.030462482337781,4.044099549094492,moderate,loamy,27.76440639888465,38.52243550978907,good,soybean,6.632852657261849,vegetative,9.96
+22.196987583371115,91.67273109851926,1.2275254949559722,7.538960591850529,moderate,clay,7.202983439774406,21.980108338320413,good,rice,9.08126024721004,vegetative,15.74
+18.006774078215173,47.3240985484084,0.8317784732854161,6.9190734261578095,moderate,loamy,16.1316855083972,45.77144601261797,good,rice,4.451803370522715,vegetative,10.41
+32.58820850453826,44.74461323882381,6.751887400510424,2.369965297188694,low,loamy,30.697045071897183,32.02285755217628,poor,wheat,4.26864122761579,fruiting,6.56
+31.12140108574317,78.14048459185886,6.687523808164208,7.974134445289646,moderate,silty,13.699907080743971,28.6149927106952,poor,wheat,9.286247258095283,fruiting,17.04
+24.348467840094365,44.37570720690316,3.1904083011303177,2.01274111281519,low,loamy,26.84206222703485,33.001880232181065,poor,cotton,3.799373281137302,seedling,5.4
+38.77353379664586,24.23731244877681,11.868276279682537,7.551226869147467,low,sandy,23.995942765608884,29.32880000901506,poor,soybean,3.1915397130943406,fruiting,10.97
+15.555070324696258,49.88942178482464,2.374424104838242,9.91871503101185,moderate,clay,14.19353309210922,40.20439865627142,good,wheat,4.5895022402555785,seedling,11.93
+22.593096290795646,77.71724802866791,13.772099293269886,9.621832886305866,low,loamy,37.70183107919906,26.82655904540188,poor,rice,10.203280737169743,vegetative,19.59
+38.026737157489535,46.15667362161412,9.01985167582745,8.202175687513042,high,loamy,13.985866724093071,41.0689255717498,good,maize,10.638274427557988,flowering,18.53
+23.023385957986008,70.36472447961172,0.9004374535214794,5.81065681806732,low,peaty,36.31769043005104,40.40620947254627,moderate,soybean,3.0438741041058384,flowering,9.53
+21.306320846379258,72.80955554105043,14.46310307326939,7.073421182386659,high,silty,23.93261717053975,21.074816681018635,poor,cotton,3.0968218981160103,seedling,7.55
+28.355510248281185,78.69888093810849,4.965148263414878,7.552975513096834,moderate,loamy,8.213980455756511,13.83765322039512,good,soybean,10.371508934554909,fruiting,17.64
+35.59504374801345,91.77043730487492,7.024636913878874,1.0756137185041483,moderate,silty,34.17686643683405,44.03832066779418,good,rice,11.459282784576532,vegetative,11.58
+17.578669021959026,54.60515994147451,4.621896048421006,1.921295988576608,moderate,silty,32.70012154762481,16.756791761191874,moderate,soybean,6.80202730523729,flowering,7.56
+38.5755177411434,33.31456613299657,11.062108821489774,6.373532188709762,low,sandy,34.08410855332504,11.247301583021292,poor,cotton,10.490760009948296,vegetative,16.78
+34.8768220295291,45.51405723455115,7.542363200433311,1.058810861286182,low,clay,27.335199097372588,26.09305981318006,good,cotton,10.893505711392091,flowering,11.98
+19.5312563887888,54.57338041391887,2.419407911336288,9.180150856961475,moderate,sandy,29.906546921368754,20.16597715097172,moderate,maize,5.60740294311893,fruiting,14.99
+32.800199029954065,77.11131754624904,2.01095730921208,5.406964419025701,moderate,clay,36.74702930575732,18.814448484671104,good,soybean,7.046049361260453,vegetative,11.62
+24.62396806593893,21.04977004493068,11.017943493206335,3.319903680446095,moderate,peaty,9.46944214924282,16.892543670724788,good,maize,7.711438771528056,fruiting,10.42
+25.05736695190797,45.26283067519032,3.9376803715034367,4.544390526378393,moderate,sandy,7.906324552428406,39.96786259043749,good,wheat,9.748432652019453,vegetative,12.94
+34.58225231097166,82.38740648154534,2.498003932257852,8.656987695760026,low,silty,9.377647364498262,41.33690876217849,poor,maize,6.592246051478465,flowering,16.98
+39.06962019951831,73.66861626645563,7.74170015646872,9.34473586387704,high,loamy,35.45250749398399,11.855583346543606,good,wheat,7.073894474725281,flowering,15.99
+18.16639682117985,78.53919788684841,12.140096669276408,2.0461148242958807,low,peaty,24.702696853873626,31.87247014898553,poor,wheat,2.7450178689459497,vegetative,4.44
+25.515755921970484,84.94486155513557,4.542349815160391,8.00164570560019,low,clay,11.16228484442637,15.405817837295372,poor,wheat,2.541715931502563,flowering,11.55
+27.02354020210759,82.65885751023698,4.5082583696617125,6.204044063948772,high,sandy,9.959922391895969,29.98216509201127,good,rice,9.396711920267125,vegetative,13.79
+24.40779542387494,74.57465329222225,12.591278273775464,6.26952481898038,low,peaty,20.58982443776251,23.91719234799558,poor,cotton,6.822591157614157,seedling,11.83
+24.079728092905626,55.17292258964724,2.6435900212473484,8.015069097062437,high,sandy,33.55069195687091,18.072647749756754,good,wheat,2.8963236712447884,vegetative,8.93
+16.306716689039913,98.68786631025232,9.442550080904937,3.005602181073617,low,silty,33.18118518465599,47.92238809239788,moderate,soybean,4.408610314539241,fruiting,7.64
+32.13846551406559,65.5258556472059,14.34769550324749,5.779404711774625,low,sandy,34.793857413040094,48.26984707135193,poor,rice,8.773352212770671,fruiting,14.87
+25.90536042800113,36.22153674950713,12.69889566887096,3.8741735390572822,low,clay,31.91306566938638,32.55882084324634,good,wheat,7.04768637593344,flowering,11.12
+19.86984506609817,43.42502840838275,1.3963208898060733,1.8506111047886336,moderate,clay,7.156693338263736,17.52200257065164,good,wheat,9.943166293231323,flowering,11.11
+35.40083755755171,75.4849964776376,5.138707710143569,1.945715010009435,moderate,loamy,30.20584164820668,33.330637770700385,good,cotton,5.934406235472752,flowering,7.02
+35.064018703790694,93.97916521595708,2.564429751092937,2.2282432356263566,low,loamy,23.163645163827123,47.13997066900406,good,rice,3.150844963047044,seedling,4.77
+27.159790702222345,34.297610336471806,14.263989246463526,6.534098640143542,low,clay,30.42442746361812,25.11043120267876,poor,rice,4.675719501234401,seedling,9.79
+22.46126652869401,26.58771965966291,14.796152710220175,1.95247178539579,low,clay,21.949895887192017,15.509471894298311,poor,maize,3.0995554274800723,vegetative,4.99
+30.95231814491131,90.52248384336048,3.9073987978305498,6.130934583311562,moderate,clay,21.923866788402453,37.74760738149389,good,soybean,6.804742944597868,flowering,13.55
+22.20380339443508,93.22223831302676,10.210636150016912,6.294673521795337,high,peaty,9.414713134666396,36.25075749652373,poor,cotton,6.741850124385517,vegetative,11.19
+20.9001982580928,42.11034762527196,12.703660114683217,9.13506859109702,moderate,sandy,36.68288345739896,10.055529660389109,moderate,maize,2.7401336544085213,vegetative,11.1
+33.262866350658165,50.18285794969919,3.8883641240099096,6.637389366929628,high,peaty,18.11176147467269,44.144223519454926,poor,maize,3.9149663902414895,flowering,10.05
+16.00813099302377,72.81503979982867,3.2213691976541736,9.870290567933512,low,silty,25.38309323226199,36.42988393503561,poor,soybean,11.698688596457748,flowering,23.09
+17.369211775864848,46.39440166739799,0.6625598370855643,1.2789332194675134,low,loamy,12.25046932532618,17.82794375232898,good,cotton,11.83491777852067,fruiting,13.1
+15.169704350589743,90.17269666160423,6.473455625652125,7.33731522980607,moderate,sandy,17.911111453094865,10.129550354112013,poor,soybean,5.426407581923218,flowering,12.9
+18.823579661885653,28.60629621710902,13.541843204723389,1.23832070247739,high,loamy,35.4702098114568,48.89200553197957,good,cotton,3.4465730585668446,fruiting,3.0
+16.724750217761486,23.038577676815617,13.59320491131706,7.564398200872333,high,silty,12.335977782592373,40.18718944242711,good,wheat,3.883844621617655,seedling,8.5
+39.89505919449796,36.67889653942317,2.3522753488807364,4.472651882836319,moderate,clay,12.213696466980249,24.602048050876476,moderate,rice,2.81431026707361,fruiting,6.53
+22.22024924885224,42.88702225639752,3.4631109676617267,6.501769888533306,moderate,loamy,14.117468859362155,27.31153730209252,good,wheat,2.854925374825183,vegetative,8.77
+18.73170031673118,29.034127303110004,6.416686298550737,3.78584264879504,low,clay,25.113138077980164,31.55442047151532,poor,wheat,3.929864248875605,vegetative,7.5
+21.024906449897948,25.255234347251736,11.81905590487368,2.431945352373841,moderate,loamy,23.22408773592872,38.74511613679811,moderate,wheat,6.7044203193265,seedling,7.58
+38.40313928850337,80.44861708014386,9.371846511210064,7.511612662803541,moderate,silty,11.13627006607685,16.917238657853403,good,soybean,9.128691828915844,seedling,14.69
+28.00400557560989,33.14212527218059,7.950821281043138,9.14158342243078,high,loamy,29.218915731535983,17.829162003887085,good,cotton,3.5803550912289466,vegetative,11.03
+24.120452407696423,93.11377592530432,9.083012321227743,2.6522419933003145,moderate,silty,36.76390101840565,11.930787155883564,moderate,wheat,6.16942506408488,fruiting,7.76
+36.83478644773048,49.43997291584768,1.8948955601333013,9.286327010832403,high,sandy,11.959010706630115,49.431769519324334,good,rice,2.855324632469039,seedling,8.91
+24.874756763725813,73.64846477770763,7.426122812696152,2.261638982840894,moderate,peaty,28.55338389119148,45.02283950151791,poor,wheat,8.216322065112395,seedling,9.12
+23.375214248942395,38.03216918150402,14.88491769831736,7.620956942945781,high,silty,25.52346068214518,32.11832054387621,good,maize,6.307101730702525,flowering,13.6
+20.18206306374339,39.22582147934935,1.7824691306167733,9.635006423611054,moderate,loamy,16.512863618898432,27.210945826114447,poor,maize,9.993763992595408,vegetative,19.04
+24.444920597735287,65.97673622940603,8.029076825705854,2.32633793580614,moderate,sandy,26.62407165315848,19.49759810514596,good,soybean,10.817775913384272,flowering,12.4
+22.917108900423152,64.85143401167889,4.786914294031932,4.91581042079818,low,silty,12.346811087278873,33.799311907337355,good,rice,4.433659050961424,seedling,8.34
+31.932598982453527,81.4983382409665,8.328742804498406,4.037117341225596,moderate,loamy,34.18841917046832,37.620414336379085,good,soybean,6.009234129426261,flowering,9.39
+22.239567616768177,80.62506445554128,8.820372020489327,4.496299751656883,moderate,silty,5.7774230281572745,37.56731093446726,good,soybean,6.973271240468497,vegetative,10.4
+29.42999366056404,73.65502117309289,8.8733570227324,7.778257652185989,high,silty,24.847204187092235,10.257445517530584,good,soybean,11.962985616230732,vegetative,18.23
+16.647304125799316,55.93044527147928,12.857027387007856,6.950700393000034,moderate,clay,16.157306365779693,38.081556794972165,good,wheat,11.157058667305035,vegetative,16.65
+19.78222891741286,91.25123090244938,6.151337512768083,9.718182680165372,moderate,loamy,35.847625197341685,44.65491404971096,poor,cotton,11.699029554930505,fruiting,21.01
+25.18513179028372,69.8062792177039,7.987135358664191,2.6693155302078004,low,peaty,22.47781938142905,14.596667395849412,poor,cotton,6.640576309785213,seedling,8.69
+38.423731347717386,99.21587923698856,0.658461785032354,5.889347823932921,high,silty,33.08708137448103,40.21508049179031,moderate,rice,11.99577159147288,flowering,16.9
+24.431299642892384,85.54958543474869,11.948483722906618,5.042135308771241,low,sandy,37.333712069790366,42.92954370260506,good,wheat,2.3225359175421283,seedling,6.33
+31.60185302999585,23.544784899066094,4.262571756949868,9.269704980331747,high,loamy,16.702234301228803,21.046775401235035,poor,cotton,11.67769228290228,flowering,20.87
+21.377180560534956,45.64751256642542,12.340047848587488,1.0955730922926397,moderate,peaty,35.81196497999963,38.484247675073455,moderate,maize,3.923930588683466,seedling,4.03
+18.175839399330798,65.75005731767614,4.351760662514599,9.902533606903848,high,loamy,30.419762482609865,13.870194921203556,moderate,soybean,11.788017436698109,fruiting,20.88
+16.463415002001252,77.71756302971897,0.6564331958061373,5.317608829352759,moderate,peaty,8.78610389877871,35.96848527515717,moderate,cotton,6.548620952536412,seedling,10.06
+22.635337463568785,64.02691982095533,2.745054113804978,6.629856825102377,moderate,peaty,8.637198206995265,30.41317403909281,good,soybean,7.794691459073146,vegetative,13.13
+18.941525669922697,82.89043379697455,14.792402087296436,4.24047300225144,moderate,silty,33.60708867848684,43.994085890427385,poor,wheat,11.073992473714128,flowering,15.29
+19.350261200403104,42.61245222058757,5.137118066245834,8.67274002725949,moderate,clay,21.39106313617357,28.07870442303537,good,cotton,11.842893726978453,flowering,20.47
+34.01898270967375,34.712964098626,2.077946579184834,6.057891506065444,moderate,loamy,22.330259483952897,27.1238331405073,moderate,soybean,3.716231628203164,flowering,10.38
+15.395951773621857,24.31333470318161,2.2220026525733827,6.965298426247884,moderate,sandy,36.1936288550136,47.35139375496608,good,cotton,8.089974166145405,vegetative,13.62
+28.945253143385862,65.86509956572176,4.999969353829745,6.840142372546088,low,sandy,36.633116789703294,47.3706700488252,moderate,cotton,8.928629901984902,fruiting,16.03
+24.48653451483662,75.08796165403962,1.045853096193064,4.275839259079593,moderate,clay,8.944709464032343,11.428465253604228,good,rice,9.081702791742988,seedling,11.35
+27.66374999771368,46.09197736954893,7.916584527768329,1.6839189622595423,moderate,sandy,18.07769130305956,29.42260210352245,good,rice,4.102493025900973,fruiting,5.31
+29.070755930365078,69.08673478847012,3.5992432745951426,8.26935603484645,moderate,loamy,36.3329369244202,16.43830406133492,poor,wheat,2.7001847552863283,flowering,11.95
+22.834192361431956,24.172578468266337,8.030004300254646,3.607443272658857,high,sandy,33.69490219203874,20.94824870598328,poor,soybean,5.7624085311880044,flowering,8.14
+22.37772150460713,27.94346770374429,2.5410811711386927,8.640372056299341,high,loamy,30.23530873625568,36.64561369858277,poor,rice,10.116362057463157,fruiting,17.83
+33.335046233372644,76.14038178067986,6.732929820753639,6.477787079117437,moderate,peaty,8.568852132049356,15.171515130395296,poor,rice,11.706374908293846,flowering,17.82
+36.78192470302893,49.445576417383904,9.169794446818043,4.183335622877302,high,silty,26.741809817205333,10.450819736912354,good,wheat,6.446234256782725,seedling,8.31
+19.8145408114632,73.70672248824044,1.3989991059025662,6.348224340762605,low,clay,25.36479905816931,39.08494570402689,good,maize,11.142138916051223,flowering,18.39
+17.440469013378724,86.53768962239344,6.281864984140349,6.809434231252938,moderate,clay,10.850847137399704,35.65377144793021,poor,maize,9.223089931997622,flowering,16.75
+37.44489515980065,88.20979499808935,4.886595404350473,7.360150669828051,moderate,sandy,32.085057640687765,46.10657137545065,poor,cotton,3.179937619994305,seedling,8.6
+23.747386591184966,33.77341163715607,3.985217339085193,8.401043210563643,moderate,loamy,15.919194472506154,31.69240484470912,moderate,wheat,5.45437425217305,fruiting,14.02
+28.782934766570357,58.90284578810772,9.2657520782252,2.4377944799618625,moderate,silty,26.721900304231774,47.81322766142672,good,soybean,9.443882388629744,flowering,11.58
+23.988578613000087,78.71413789059892,9.033858793598403,9.49729946291755,moderate,sandy,17.66424200322377,34.37253445061849,moderate,rice,6.472318541905755,fruiting,15.39
+18.145058408651284,81.91844770135283,9.645147196826557,4.697565529847598,moderate,silty,7.95383245867222,25.48601461580912,moderate,maize,8.560217326872849,vegetative,12.72
+29.7332911236932,82.77407845831021,2.80379872127156,8.744052685387395,moderate,loamy,23.36782123623726,34.33854821173611,good,rice,9.596165286801948,seedling,16.13
+28.12852129424074,38.25338675044676,4.642784050503752,2.9843163583100667,moderate,sandy,15.732509744447926,39.96721080465157,poor,cotton,11.809922574693976,vegetative,13.65
+20.07483897977993,35.40278541790187,3.5403422809286416,1.261260749842433,low,sandy,7.49595511716564,23.901646106668185,good,rice,11.181851260077526,flowering,12.23
+26.296726116306942,67.20099746189567,8.337302272468708,6.160096392605657,moderate,silty,11.947812063240786,24.900997483841756,poor,wheat,5.44244102862529,vegetative,10.87
+34.92368760039115,79.28686381905757,7.185452493539437,3.921996511651951,low,sandy,26.65995192168192,35.19749179401185,good,soybean,10.027434442474846,fruiting,14.21
+29.76065257769729,45.531161242735465,5.289259195094876,9.860158044531545,high,silty,8.548369978442159,28.22367824508126,poor,rice,5.724986520861764,seedling,12.09
+17.42293317667487,28.376412548993724,11.89721472859228,1.9400810924384464,moderate,loamy,8.061321936824193,31.078928245899583,good,soybean,8.462747936234951,seedling,9.51
+28.70053743072837,77.3397106328062,1.862619293921551,1.4257257940316956,high,silty,38.04075491607978,49.28326529927269,good,wheat,2.616182291890733,seedling,2.4
+32.56845748223967,43.97582651040036,14.636001986956812,1.4051603669781991,moderate,loamy,8.76331826924952,11.750997293793466,good,cotton,9.840737796102374,seedling,10.12
+34.81758514451879,33.30901794493775,2.189889128322122,2.9518632570141508,low,loamy,18.162090490834508,35.91601492075522,poor,wheat,11.91180012906273,flowering,14.91
+30.72793946585667,31.81788227177053,11.709526782241356,6.2127200472880455,low,peaty,9.669381166922056,46.9154186143456,good,maize,7.3892778572231155,fruiting,13.8
+18.816454113519598,45.19276380213731,5.839337742832061,5.550070362802225,moderate,silty,37.874418228478746,19.448456260875616,good,cotton,11.32542862247219,flowering,16.32
+32.75433166475402,67.41424527309964,13.04630232241118,4.150682243502054,high,clay,21.84064898262051,18.481103772561383,good,rice,10.72723283757208,seedling,12.5
+31.93354615203791,48.67217909550533,1.5754642573703497,1.7991379667521834,low,peaty,8.889173473981954,24.519922437212283,good,soybean,2.115328469038196,fruiting,3.69
+15.61067207351583,21.652948127474527,5.933464797788898,3.103633853148869,low,peaty,31.90857548489743,12.96314129008865,good,cotton,2.8959293012177083,flowering,6.34
+25.29369168975608,27.75267477422489,5.363929394253426,2.657323583062452,moderate,silty,32.32753056974287,32.411391727279124,poor,cotton,6.363249619792317,vegetative,8.25
+23.323756174059334,43.24025977588953,14.900777054270264,7.711001534404436,moderate,peaty,36.54198121696037,35.81835513091869,poor,maize,4.645080981514939,fruiting,12.26
+31.73530160634109,72.77635857176735,14.790460425899573,8.019517447011827,high,peaty,29.69793854180357,42.79547238031129,good,rice,6.023697249788749,fruiting,13.07
+20.403395307773017,27.881205877482707,3.252157400662626,7.993126117556377,moderate,sandy,6.915069584437039,12.647043932596622,good,cotton,7.106043670602939,vegetative,14.16
+29.77179807435646,64.85254828005455,9.634230930125916,9.721364899727336,low,loamy,24.26090414860435,27.4473991709797,poor,maize,6.7757480483431305,seedling,14.45
+37.830149045354304,29.59086966592034,8.265031588708634,8.958141517006288,high,clay,18.441395055679884,41.36827345880928,poor,soybean,3.623266369074321,vegetative,10.74
+34.9450593052152,36.92922618795052,2.738415622990712,5.480242724606544,moderate,silty,31.200336760267813,40.73207455165215,good,soybean,3.4841757887270823,fruiting,8.69
+38.03644340541326,33.77508220446102,2.9328057385141344,4.734424188182486,moderate,sandy,25.68251529770357,12.945622370917423,moderate,rice,6.136031654101535,vegetative,9.53
+39.462649173317246,25.37829084566484,14.844150062953542,9.241916659385156,moderate,clay,30.38201822772786,10.455823585718406,good,rice,8.909130476938007,vegetative,16.82
+15.266753175154069,73.70638539092722,7.064584907503524,6.501027268433321,low,clay,11.315537125558144,41.33310975444886,poor,rice,7.912794083089664,seedling,13.02
+30.56853190943694,57.07228379088277,2.3241187340010656,3.649588003230357,low,sandy,20.297484787705866,15.519105414181324,good,soybean,2.86017070001782,vegetative,6.5
+25.32098494397266,86.48427527178706,3.614455561719187,6.080176249436506,low,silty,20.123651444388056,33.11158258097203,good,wheat,4.827586414324833,seedling,9.55
+36.49636225837804,27.91126719858536,4.39104697510397,9.929344804265137,high,loamy,39.33411140538295,13.769846795610247,good,rice,6.146572956731266,fruiting,14.96
+21.29536755022829,31.57863466704578,7.90830031811998,8.64523054137126,high,sandy,5.668855698114541,21.82044536417916,moderate,wheat,5.324087035275209,flowering,13.79
+39.5257372278769,44.516618508036046,5.3654478778414845,3.5315174445358744,low,peaty,33.561502972833416,16.3214912812959,moderate,wheat,6.469888682418809,vegetative,9.74
+30.34269923859368,81.26927895510465,7.097670895403854,9.576589833254952,moderate,clay,8.39890750455667,39.45577474624851,good,rice,6.389108278090407,vegetative,14.74
+34.83843505572077,44.4607058524559,2.9142434909697594,9.833159003312042,moderate,peaty,7.81323195069346,36.90897670526318,poor,wheat,10.32925672355838,fruiting,19.8
+17.139988820569208,52.67349659989541,5.23756601351884,3.0805026347387368,low,silty,16.486177260274253,15.412219223746458,poor,wheat,10.343139566262549,fruiting,13.73
+19.586447118971627,44.12828530377317,1.5195905944074335,9.060329066512072,moderate,loamy,29.526841286749654,12.373213845487072,poor,wheat,11.399598334062503,flowering,21.24
+33.96009182585508,26.4179433440824,13.400798965399806,8.948824459289488,moderate,loamy,28.745621331496785,28.653410038887696,moderate,maize,7.236543356101309,flowering,16.27
+15.54966305098309,95.154689831695,3.381910918944385,1.3577821591063657,low,loamy,26.975822544362583,17.821917966437027,poor,cotton,4.764219065280278,seedling,5.55
+35.42194964734457,63.88311936569511,11.475051963716712,7.027202737555184,high,peaty,32.10928859534937,10.325681476121083,good,rice,8.919901039580438,vegetative,14.25
+15.348725467297786,83.02665505483974,5.568500928948517,3.747526417280524,moderate,silty,13.1332318619907,20.570909649128065,good,maize,9.641724487735488,fruiting,12.31
+31.42797097653183,72.66856737482368,7.378761124627003,7.071513638426882,low,peaty,27.18455556965493,18.60974707949028,good,rice,5.488150099820354,flowering,13.96
+24.12734800579515,61.140342324958006,4.723285072187789,9.222028247712192,high,clay,27.331314101972435,37.39836994879352,poor,cotton,10.245396624786409,vegetative,17.76
+30.28737131797998,27.17426053275041,10.598398431056864,5.489013231905666,low,loamy,27.901742947828996,44.434523147481634,poor,wheat,8.94078292164801,flowering,15.48
+32.400785174727844,71.41868362162435,12.745923079483257,4.729715477097875,high,silty,25.805877226937863,19.505556639509663,poor,maize,11.702470460935483,vegetative,14.66
+23.561880479657603,32.42962847494657,4.650917678724028,9.293781440686756,moderate,peaty,12.753301249315772,18.92191046439324,good,rice,5.4530144914352165,fruiting,14.94
+17.69906120277089,53.15065354850213,4.01215583312209,9.767034259646794,moderate,peaty,37.00046143334036,25.510653556897918,poor,wheat,11.225333621996745,flowering,21.27
+16.74114669370664,70.32905147843442,10.380883849226503,1.5601269501442243,high,peaty,39.1601619986332,16.902305358763265,good,soybean,5.476320584473582,flowering,5.46
+29.72340056406369,82.57832003776987,3.3297193782319523,9.305632622333864,moderate,peaty,29.12153493469788,47.87260160324994,poor,maize,10.66492591104448,flowering,21.16
+28.016383843352788,74.80361405668957,9.777676601341698,1.7449168016969996,moderate,peaty,20.54279010575272,19.741061583078466,moderate,maize,5.27867733571285,flowering,6.52
+33.55502522802831,73.72268232437031,1.8692071555577152,4.035575920452307,moderate,clay,23.80167711825119,13.733164541890206,good,soybean,11.08574382386746,vegetative,14.1
+27.743387750098428,31.9233767340166,9.491988819429965,7.863167101872941,moderate,loamy,8.793003132779226,32.27555185427657,good,wheat,2.1689724131277828,flowering,10.21
+25.56114475077198,47.69028320572703,7.94439764315128,7.993332837457258,moderate,peaty,17.718856433941372,31.50478185013934,good,cotton,6.050971647352062,vegetative,13.46
+24.95217945590577,23.43298181281553,2.151632875856471,7.532397016112496,high,clay,39.16470238877543,35.27656689392725,good,soybean,2.501378683643047,vegetative,8.05
+15.661172564941689,77.55815145411717,9.912002705536697,1.3520123925496152,moderate,silty,24.17027919125037,48.66810261488106,poor,soybean,6.07468849290244,flowering,5.93
+23.388930042416423,96.20687850539352,6.975078776994099,2.19669443221684,moderate,silty,24.62196402565585,22.93948738145898,poor,rice,6.216836631895747,flowering,8.19
+39.40050393811235,41.12883121432606,3.648168236847743,9.425948483977736,moderate,clay,38.38929541570867,24.382855063258425,good,maize,11.078322855279296,flowering,20.85
+36.83888940567722,27.015736732984745,5.624070257681571,1.733152495563017,moderate,clay,36.022396312046155,23.48161781645439,poor,cotton,9.997771058990784,fruiting,10.95
+23.234451675855443,58.045606140292286,7.63548053176448,1.7069132527580495,high,clay,24.90507322314097,35.14518642585645,poor,cotton,4.665451045033426,vegetative,4.65
+29.694885126659305,88.5358578502055,1.827536295333539,8.52081343982083,moderate,silty,14.414679714375382,34.16276155784347,good,cotton,10.352645081361969,vegetative,18.22
+36.18241863838735,64.15793562174238,14.385337505361136,6.771391779005976,low,peaty,9.092599533128814,31.15228250902012,poor,maize,3.8147779342374735,flowering,11.49
+26.03185841875172,23.742172015209064,10.15065126507576,4.164904502606616,low,loamy,35.227799899316395,24.573038378130597,moderate,cotton,8.924864830478505,seedling,12.18
+15.448946593753774,97.94177924223568,1.986757228671592,2.491394383644637,high,peaty,37.203203078115415,27.10598611428207,poor,rice,4.773819145095846,fruiting,5.35
+16.862761545466,86.29199279700805,12.431501672762662,8.957533779035334,moderate,sandy,22.299972247134697,41.70028805702578,good,wheat,11.669145369656093,vegetative,19.91
+27.759818033717664,30.52752616412081,5.1770464987191085,9.896839818656607,low,clay,8.309199817223256,34.36986902628401,poor,rice,11.336567019703338,fruiting,21.74
+39.23598439189696,93.7438205202807,9.153593282341166,1.4497455559854624,moderate,peaty,26.217865568667182,38.652314151317256,poor,wheat,5.017991210455444,fruiting,5.53
+32.330238555471695,56.05506308841509,4.5185712029038125,5.987020438811816,moderate,loamy,17.861148962965608,21.06918891404573,moderate,maize,2.2939814621149592,fruiting,8.24
+16.772904785964236,49.7518392459953,11.134386201261805,3.351732264152336,low,peaty,10.525123122658552,46.45968373338115,moderate,soybean,8.47313163639468,vegetative,11.36
+19.73402189479657,56.88426644217506,10.983630137501484,8.491481501947337,moderate,sandy,37.170018637362425,11.406508877720256,good,soybean,3.627093643529949,flowering,12.34
+34.28307858042125,86.76575654967577,8.50463012465006,4.114657825973252,low,sandy,13.38071682166976,33.8278753930927,good,cotton,3.1754221402476386,seedling,6.35
+36.03599399890612,72.75837426294287,3.993421090837882,7.431663602677059,moderate,peaty,29.89065305461569,42.49400207722776,moderate,cotton,11.07199494127355,flowering,18.77
+30.442364654714773,24.739876191978205,4.178705208926109,5.855710793736494,moderate,loamy,20.02822507559384,44.651419213169,good,maize,7.637015625285251,seedling,11.7
+31.110579240745416,96.60834968929368,6.051510552076673,5.873710434354733,moderate,peaty,33.97723035508938,22.78206924669032,good,soybean,11.3399475871518,vegetative,16.15
+15.708436259584616,31.822730678265422,2.602676427246137,8.721994880623793,moderate,clay,29.529221622830384,28.390034513218595,good,wheat,4.645524526801461,seedling,11.11
+35.71325648953771,79.64543613882809,5.396007841268392,5.233639833321078,moderate,loamy,9.31060103664951,11.395566401677266,poor,maize,5.321404284519794,flowering,10.23
+34.706880204270746,70.89092243425048,10.423141718100531,8.610395807300325,low,silty,20.736410712985275,41.59061655332177,good,soybean,11.367853919925343,vegetative,19.81
+21.47587860258368,35.00224383572487,12.547256560861609,4.270841452338178,moderate,loamy,14.092599434654446,14.982879514469648,poor,wheat,6.455580192134063,flowering,10.68
+32.71691799913768,33.65856608904397,5.322443212153741,2.573046482178745,low,peaty,29.97545650289935,27.123257028777623,moderate,cotton,4.339436189982484,fruiting,6.65
+20.371365160624958,89.62620749637536,3.887058744688277,5.099296398909536,moderate,peaty,24.064108935456783,49.63236039980297,poor,cotton,6.151745931248005,fruiting,10.8
+16.008254026287826,53.57559387996777,12.573317385859449,5.485202032393199,moderate,silty,16.90634262187482,46.70948958665903,moderate,soybean,5.510265055257452,flowering,11.14
+20.028413564759436,72.36612113393107,13.415208397095858,5.305448778740123,moderate,sandy,16.531105144817936,23.20094259851984,poor,wheat,9.877037107316978,flowering,14.73
+19.465721918857486,60.32568030853386,6.445312088024933,8.27497370691354,moderate,peaty,9.007044749914336,18.955224050637565,poor,maize,6.110566852795225,fruiting,13.83
+23.44369991837118,78.18828136607677,0.8901102308196909,6.082110473140874,moderate,sandy,12.48376416787742,20.067699066182666,good,soybean,2.770166821701868,seedling,6.97
+25.46123742938645,58.33939000314644,10.576943502965204,8.995996645829226,low,sandy,29.97131866586297,37.3914262829756,poor,soybean,8.05591190948199,flowering,18.42
+27.7134722874427,42.99039322044547,11.868481924655375,5.627669454243479,moderate,clay,26.346656816888483,39.03189112275575,good,rice,10.8871131918495,fruiting,15.8
+26.91884688770821,49.070669679719714,0.7613516708843833,3.022435745938038,high,sandy,17.445858109224076,18.659723191513194,moderate,rice,11.12844570531451,seedling,12.0
+21.766865149132236,88.72621555602741,9.12794737345194,2.1654625623647736,low,loamy,34.264046196825845,19.599598396436605,poor,rice,6.822267348113726,vegetative,8.62
+15.729266714351862,57.44277543381816,9.031346994540538,8.815265388501588,low,sandy,21.95444978374656,22.93556331405665,good,soybean,2.131131382150872,seedling,9.07
+30.127540555928768,37.07594657956874,5.991264676844754,1.5055551901199054,moderate,clay,32.805195402436325,27.327119134300183,good,wheat,8.006161009715221,fruiting,9.08
+24.89362074618386,94.76843104618024,11.371626224837147,2.0584865072778604,moderate,peaty,32.34130528484516,46.69883530934607,poor,maize,6.677818346689241,flowering,8.16
+22.46680393468874,83.72803651987016,6.70859605265823,1.5729266702587696,moderate,peaty,34.679963272734625,11.060313765865786,poor,maize,11.415271413553718,vegetative,12.38
+36.6735260707628,24.45329168449593,10.31325130097478,4.813607774636383,high,silty,34.74200975253579,35.52789538902475,moderate,cotton,10.85927564094654,flowering,14.63
+33.668582694954,99.91543695844142,7.998200917209703,5.793540547542341,moderate,sandy,28.767190951948884,44.46790399624713,poor,soybean,10.996946372254708,vegetative,15.8
+36.444138709311055,75.59413571520818,4.102736768191237,1.1788725792034067,low,loamy,31.229822268846007,38.934544006442046,good,rice,9.827570213839548,vegetative,10.51
+27.374569867811523,32.821327923246955,9.29426251364691,5.640275502024439,high,silty,32.19175186166769,18.669684791826278,poor,maize,4.497858952536306,seedling,7.49
+18.27328130316944,38.97341450388772,11.185173175264705,4.543835241615635,low,silty,10.920579007782312,29.06986617421215,good,wheat,7.764297874597666,flowering,12.92
+32.40553590303181,75.39563849932375,14.621632264836553,7.962806642103082,low,clay,15.508568991743468,46.411223144128606,moderate,wheat,10.461129398233414,fruiting,18.95
+20.15184449842938,82.38088442232976,6.011579728634995,8.469609595716008,low,peaty,8.648390839294212,14.628698614496848,moderate,soybean,9.864091667006331,vegetative,17.84
+26.03074172729292,39.12287545198449,1.434851897662091,7.164706927475849,low,sandy,11.62799768423915,49.50044729444877,poor,wheat,10.237894741682291,flowering,18.65
+16.62501972372221,40.55750831194167,14.825582707709602,5.261459817849615,high,sandy,32.24005383054154,15.744947056251869,good,cotton,6.775758501948932,seedling,9.78
+35.63271006057456,44.569655589764864,9.545196561670275,2.945337355377893,moderate,peaty,38.14886518563604,15.69670174120824,poor,soybean,4.657514868776394,seedling,6.51
+18.148516026187515,67.84146918693094,14.223531643331151,8.624033805723041,moderate,clay,28.57724133558025,42.51437271126021,good,soybean,2.630703786609798,flowering,11.23
+37.57743767623274,33.74529426410216,2.0054927471612305,4.075022260399752,high,clay,36.01166974642277,43.13386073177266,moderate,cotton,4.784942375253495,vegetative,7.33
+36.60576505653893,28.3394559107822,5.459490678121636,4.206626984754543,low,clay,16.129183867935183,11.51674624117161,good,cotton,2.195206755470474,seedling,5.18
+26.61456911098115,74.30912712684108,2.4420821336545027,9.244103924683404,moderate,loamy,34.602845310727574,16.732216245718263,moderate,wheat,5.264849785756759,seedling,11.83
+33.60920510759976,82.3278351834536,12.614897241439865,9.780375300381216,moderate,sandy,16.85750775390018,47.94110614671494,good,rice,11.525046516096342,fruiting,21.14
+30.486126845453832,60.07435235332044,13.264969750725085,9.083178607460535,high,clay,36.29583537191868,21.1738106164205,good,maize,4.675854198996496,vegetative,12.02
+35.07689105844362,49.10661682147083,7.769019648187797,9.98411251204973,low,clay,32.93160433620404,10.489586606755722,moderate,soybean,11.303234357739314,fruiting,22.23
+25.7951275196478,54.56341708211811,3.2057901560994413,8.820179595113297,moderate,peaty,39.42590149086647,20.16168402153002,good,soybean,11.727972570964315,vegetative,19.91
+34.64521210610875,51.07262670975615,2.3432250510757737,7.339217658580736,high,silty,33.95454489817135,39.417302527195965,good,maize,3.0284487928136388,seedling,7.49
+26.5614204266287,96.79879265901404,9.028379596162996,3.644374596143256,low,silty,18.93733805107173,46.65813516723353,poor,wheat,10.11717768931793,seedling,12.65
+38.52414469606985,81.44719241753123,7.842456706486859,9.576613440098884,low,silty,8.852792304751846,16.206263409119863,good,maize,11.488231341320716,fruiting,21.72
+27.15930252062869,36.64697718800882,10.57444198433118,8.889641484523782,moderate,sandy,35.59955849623034,18.97655279406856,good,rice,4.102878283217654,vegetative,11.84
+26.56548179834324,50.73513216431841,4.925505307989872,3.166721131740879,moderate,loamy,24.99168407366854,27.66125216773355,good,wheat,5.850540636461224,seedling,7.89
+34.62679653908782,63.52098330904879,6.334335927853253,5.402462259176442,moderate,sandy,35.03495422707095,39.93209409603699,moderate,soybean,10.379799959235989,flowering,15.74
+35.539442294020944,69.03886896509508,0.8097355708417819,1.6305009456299513,high,peaty,18.549512010148497,36.34788088214236,moderate,maize,3.4063746779268804,seedling,3.4
+28.86222785802927,57.454711682301365,9.34707415359517,9.579779769404954,moderate,clay,6.01322317140217,23.10134324024132,good,maize,7.600258069221321,fruiting,16.99
+19.494945337376883,84.81013080095673,6.635581059523928,6.154914949493104,moderate,sandy,6.834580555315825,12.65407276650146,good,wheat,4.41412174812646,flowering,10.56
+26.69395577393949,81.40848155665853,13.836587190294994,3.206804913353489,moderate,silty,28.46744677896867,20.11842586324846,good,soybean,9.650801680210664,vegetative,12.3
+39.20181257274196,60.41263349025334,9.805901316719671,3.6315938226148816,high,loamy,9.006189990991105,18.78253585305164,good,maize,8.187352583946861,flowering,10.64
+33.82465482597963,88.35435094253843,6.281070126020561,9.825907353668736,moderate,peaty,31.09116984803245,10.842150522964182,moderate,cotton,8.176730147278171,vegetative,16.52
+35.2790650969783,80.08716243539087,4.3220431226635805,6.540528626237779,low,clay,19.680491276698888,49.00159906165848,poor,maize,11.162173991249157,vegetative,17.23
+15.820637470481005,82.28654789765146,13.626631667810765,4.786148116957634,moderate,loamy,24.70877711720827,20.214861253733854,poor,maize,8.724185204838324,flowering,13.7
+26.696486565853995,96.51206235467332,0.7358435747029274,5.498609156069843,high,sandy,33.04246816418005,43.46140189042407,good,rice,3.473390631360265,fruiting,7.79
+31.165528341438883,41.31735529673621,5.240230775159687,1.8869506513960903,moderate,sandy,13.857500550609249,29.39446421360186,good,rice,3.739569708835868,vegetative,4.91
+35.75081709070187,41.411852989347935,14.180830964926509,1.675204840655884,moderate,loamy,19.45158918652784,48.89163027626029,poor,maize,4.746206406087631,fruiting,5.7
+16.231841339569286,91.1161804552512,9.983478601232823,6.334369689703464,moderate,loamy,30.5345060683388,15.9821248381426,moderate,maize,2.379422742277693,flowering,9.11
+36.31097214104683,81.77810987085437,8.224426533607836,5.608036327962848,low,clay,37.14497150304537,14.426926437582308,poor,rice,5.650336975262913,flowering,11.99
+28.71002341854779,94.1236433148502,3.4512534098461978,4.232378721730971,moderate,silty,15.16049165232294,10.098516979610212,poor,cotton,5.829040290082367,seedling,8.67
+19.932849264401497,25.050412825956244,12.583934226688614,6.095025572602281,high,loamy,26.79530305387539,38.7378835594645,good,soybean,9.09470204312533,seedling,12.69
+22.9313804112425,70.22056618092773,3.460886407595253,1.6540835449345503,moderate,clay,38.2924885600799,22.255050802256783,good,wheat,5.28191293000908,flowering,6.09
+22.048238793789015,31.570267049875795,4.099676207058124,9.495920542883916,moderate,loamy,27.70982661643347,44.81419790534599,poor,maize,10.565315165615562,flowering,20.86
+28.271475857211897,60.31177586340661,3.281841571641901,3.643405190057997,low,loamy,36.24761862160329,35.35219408588386,moderate,soybean,5.84197601682998,flowering,9.84
+16.292141997778295,32.45975454827554,2.7931671782580683,1.64600911604799,low,silty,37.89054480168971,33.097275547470446,poor,maize,11.993773164456856,seedling,13.03
+18.963403962498088,30.24628071879034,14.32303119169264,2.5255384531669365,low,clay,37.52699178500653,29.475661469089182,good,rice,6.750762325807475,fruiting,9.43
+35.31732608439456,20.97346763056265,9.229458144048971,1.859265230342652,low,sandy,31.546697950885108,20.32694580337832,good,maize,10.874059134416182,fruiting,12.89
+18.31509976867028,70.41910499063235,9.748638414146363,2.607440539237131,moderate,clay,24.323342020599345,12.58754125035396,moderate,soybean,4.208597359719095,fruiting,6.0
+20.83490673645317,48.721809335206885,14.33771925234236,4.750786493439507,moderate,clay,8.386349326261008,27.74271914209439,moderate,wheat,2.03491948305838,seedling,5.18
+26.33426514010393,28.415062790317734,3.843338299320658,7.642458045419687,moderate,clay,12.794714919771495,13.964786079410668,good,rice,7.13099424846081,vegetative,14.22
+27.92802220283326,45.82702221850479,0.5858043096665349,3.451135127095358,high,silty,13.951849427540512,46.22924528381496,good,cotton,7.149097089109162,vegetative,8.62
+34.090261990353966,33.51552731612679,9.183812918769222,4.923339597474795,moderate,silty,6.164085049293775,43.173164736133735,poor,maize,11.549868724103012,fruiting,16.09
+26.18331066665469,95.33558652013276,7.8637503717503,9.358815590994126,high,peaty,8.567318226781644,34.79045157896118,moderate,wheat,3.9528971249182048,fruiting,12.51
+34.74661552588847,45.60039086090785,7.425930472275264,3.662395653933779,low,sandy,15.316484439740336,28.097587718709995,moderate,soybean,3.9714799528698657,flowering,7.86
+30.45865767613644,46.71628186315119,1.3972630630698877,8.152477779382387,low,silty,8.175932978966927,28.16781607858342,poor,rice,6.194499402363592,seedling,12.32
+17.82749348559556,87.18864027196685,7.089305565334375,2.4203518523412977,moderate,silty,10.9337252706776,28.58060308042321,poor,wheat,7.176249076569351,vegetative,8.46
+18.908285959820965,71.82046090288034,4.669613693815134,2.6048957163152284,low,clay,6.904615908155257,39.81852535893857,good,cotton,8.41806127371045,fruiting,11.27
+25.925843136244268,76.81372859224011,4.48118781975254,5.105375861286391,low,clay,19.578642735968124,15.048202551848805,poor,maize,4.947713782820795,flowering,11.03
+24.922234827225992,70.88014431911685,3.724532912596846,3.106920254197477,low,loamy,33.74645520855741,31.25183131257645,good,rice,4.649380115983626,fruiting,7.75
+33.58860674093236,95.69570271588525,5.321661216441275,9.127252664148342,low,loamy,33.42853454711263,42.50666645461007,good,wheat,10.404881098258452,fruiting,19.95
+29.5184284949338,36.56006652464362,5.62042958957948,1.4567706201113002,moderate,loamy,36.67116503593336,30.405035056089925,poor,soybean,6.951570804549906,vegetative,7.35
+24.703327025056232,99.12313934046364,4.977248757248963,6.3754530952945565,moderate,silty,31.09598259054668,10.549649275407631,good,soybean,11.315383073871844,flowering,17.32
+19.26900708625964,86.47649420452106,14.69191437793288,6.438064565345679,moderate,loamy,13.555468484813948,19.787623757514087,poor,cotton,8.834114857267553,flowering,15.81
+20.67092755813738,67.11780711010738,14.024600739887564,1.5942333476750292,low,sandy,29.58364637595378,36.74338569252103,poor,maize,2.624471832072524,fruiting,3.85
+29.38752546172648,72.98972995169991,8.830396443110502,7.593077933838021,high,loamy,31.38376634997364,47.36798299971781,good,cotton,3.0724441759267425,seedling,7.83
+25.58597012249481,71.90607012004912,14.725295156949493,5.220077900609764,low,peaty,24.008763950438663,45.74992339473903,good,wheat,10.695725728853198,fruiting,16.08
+27.8731877215168,24.671697924732317,14.872371149628256,7.507660361453277,moderate,peaty,33.24537087008886,42.90819678093606,poor,rice,4.106501569333652,seedling,9.03
+19.26693588255584,37.44131988255509,5.661125795250887,8.442324873415629,high,clay,7.494304490183089,48.00656653154365,good,rice,3.679814676283755,vegetative,10.26
+31.572656308614143,96.91767076197992,6.955219413226295,3.906094167916245,low,silty,25.817320541682555,21.196714218745285,poor,wheat,10.876395341439911,vegetative,14.32
+36.31346852139917,62.74915430875034,14.406395766277653,5.360372946419389,low,peaty,21.796268302397152,10.495907162685318,moderate,rice,11.544760387738547,seedling,15.69
+21.44848766967252,50.26828826095296,9.325079889830954,3.3468470179121024,high,sandy,33.18241352496577,24.17498383513028,poor,wheat,8.523387002835397,vegetative,9.91
+27.287855645795663,80.96307707112601,3.5874717011404518,2.813621171701015,moderate,clay,9.478620847255469,33.080440077077235,moderate,cotton,3.0157722618046217,vegetative,5.29
+39.38818322552255,61.96151541246476,10.496019690879256,1.0053528223839168,moderate,peaty,12.44183918245217,22.658640005748133,moderate,maize,2.2208259285623626,fruiting,2.72
+23.331043513768197,21.053021714551807,3.4833196396682693,9.672683608718536,moderate,loamy,24.55421875593864,11.768150341833806,good,soybean,7.988286219049409,seedling,14.95
+29.876158623094028,78.89900773720943,5.420687283241764,4.968356223966834,low,peaty,38.15218626839448,30.287479660668147,good,soybean,2.5895034228487104,seedling,6.19
+17.254892505006108,78.5774048042289,3.799622364882597,1.1176279575298662,high,peaty,7.911996575317611,17.987854439467785,good,soybean,7.48252713643271,seedling,6.79
+30.15037506198608,33.21189696879795,4.052213131040713,1.0804471981124335,low,clay,31.018195840134968,39.10285108557997,poor,rice,6.018283550321065,flowering,7.21
+17.240794332615447,96.53280707393706,0.5675059327183427,3.595173116960756,moderate,silty,12.188972070349848,13.56806305786466,good,cotton,2.3266038454203124,seedling,4.48
+38.98088588309555,37.912650523289145,13.270278066892052,1.1254391083910658,moderate,loamy,8.690710382970938,48.32503120240415,poor,cotton,11.54024891006605,flowering,11.57
+32.891566301807785,56.61994939057594,4.79186218149901,4.3706315589269344,moderate,loamy,18.816813984523968,45.06721916439558,good,soybean,2.089380156488636,fruiting,5.87
+34.70399470339266,29.17887690087317,1.75242850308052,1.5664465129505307,moderate,loamy,25.406849149514457,44.95416602913349,good,cotton,5.541695530641884,seedling,5.96
+32.602609019290924,68.26258555604707,1.7613173823757835,1.3532643203527877,high,loamy,33.94562794102377,41.59562555014108,good,wheat,10.056366123419709,seedling,9.56
+29.743225901911643,50.036089604577,8.562265008683806,7.02443254667095,high,silty,27.21421477590032,35.34357169836668,poor,soybean,11.74481298378912,vegetative,17.02
+26.24781952713764,48.25387697677644,14.897347982742088,9.161571604985962,moderate,loamy,22.20835000241565,12.137161572384493,good,soybean,2.451648755585201,flowering,12.71
+36.45933449402656,86.15815017767578,2.6028257754177786,4.684479249720514,moderate,silty,14.99835782264564,36.49703553761823,moderate,maize,11.507773824938653,seedling,14.37
+38.920891688576575,20.76493702803826,1.9445158237700624,8.530933872483393,low,clay,15.239356516606149,39.87709126716966,good,soybean,5.364654352112652,fruiting,14.75
+27.475904322602037,83.8357416713938,6.8554062658303145,1.263389150221724,moderate,sandy,31.9701890942769,15.232796618208637,good,rice,3.584734718782687,vegetative,4.03
+38.288376228881546,65.71588525984629,8.668303180691533,7.999210503731643,low,silty,8.992088626103687,34.6302410202845,poor,wheat,10.236375267632685,fruiting,18.67
+29.583322749712934,98.88788107841592,4.768515203730137,1.5651999309060185,moderate,loamy,10.126581858007649,29.154698968062984,poor,cotton,8.426060874255803,vegetative,8.57
+28.45960467241083,67.15545764833992,4.886570341451063,8.545954808776166,low,clay,30.19077326486109,28.89766169279995,poor,rice,2.992548933309253,fruiting,11.91
+26.36206832388392,24.430330731836637,6.654909276809767,8.941297103848576,moderate,clay,38.636471024891165,17.978489340733084,good,wheat,8.183427482407325,vegetative,15.63
+20.232194038252995,24.051626115498102,5.055111419683787,8.073764581440829,moderate,peaty,9.208197116657352,39.57752742384397,poor,maize,10.165988851216923,fruiting,18.36
+15.09299152045148,90.65223890974656,13.772307961743492,8.386741219701602,high,peaty,26.329912900138613,47.004986437786144,poor,soybean,7.489807189842775,fruiting,14.68
+21.03765567140153,87.29713164088425,1.10834128371412,6.05336109699087,moderate,sandy,13.371593554382466,41.51213265000233,poor,cotton,5.42639239017972,fruiting,11.11
+27.743079290089128,47.671206046561856,3.901267318118982,3.383964483243868,high,sandy,5.901523520538097,24.761288912695683,poor,soybean,4.13814752586758,flowering,6.18
+24.498998806493816,69.44259873449099,12.224015545297608,6.7890790239487,moderate,peaty,34.129367962265285,49.367092421794695,moderate,rice,9.505124115800529,flowering,16.14
+26.212130700065845,59.16730856444802,12.592392807641874,4.955874841687253,high,peaty,22.8011611395381,24.566812238277315,good,soybean,5.991772589430579,flowering,9.59
+39.51620548910124,97.37312441088416,2.1175486449809164,1.048029048271414,moderate,clay,5.836148309304638,19.37695452671154,poor,wheat,10.319346994967455,vegetative,9.88
+23.75680926673319,95.99687207015133,14.619570025184393,5.291431357913515,moderate,silty,36.34086557349856,48.72338555732144,moderate,soybean,9.641845301194104,seedling,12.71
+26.30457348400269,98.70712068326196,10.55364532353708,6.86069132095491,moderate,peaty,23.748983421958023,41.59266139938608,good,soybean,9.52409877195128,vegetative,15.86
+18.33788878382049,89.31590245074113,4.452599311762136,1.124952937221887,moderate,loamy,30.79735859421346,40.44976566133848,good,maize,9.939399221039835,flowering,10.08
+16.19894331092469,92.7641272620081,7.112549039809591,6.592243024973419,moderate,silty,19.82266838838838,13.097277736281274,poor,soybean,7.556222919553639,flowering,14.77
+34.38523786481237,37.38230230137091,4.808509983735524,6.872787155951706,low,silty,11.470914544661737,17.680944248956635,good,maize,9.796013151859878,seedling,15.26
+29.267079376799465,86.48054311918196,2.6753226228890807,2.422968204150071,moderate,loamy,21.29506570278097,10.740718460694769,poor,rice,10.78789756165054,fruiting,11.89
+34.017620151097375,76.70856905634197,4.72208193885927,4.879667666408586,low,loamy,15.068532265842856,41.06596712976547,good,maize,5.009632791265528,vegetative,9.42
+18.74656997216379,97.0229207062456,8.911333093599467,9.678993408002192,moderate,loamy,15.385740357542646,21.129718451699475,poor,maize,4.5178806795905295,seedling,11.63
+29.295719279567276,65.70094627540955,12.476560575114297,8.957703050198042,moderate,clay,27.53573424570352,15.288953018403843,poor,rice,6.587717467093334,vegetative,14.98
+21.34106185853439,26.813373336844503,5.77117158589887,4.697392805724275,low,peaty,8.29278792693216,17.275648145295698,good,maize,7.527937795519735,flowering,12.69
+20.701545422500494,67.79191129497224,5.544572337943705,4.1486164122174,low,peaty,18.89550862478046,35.64527774336277,poor,soybean,2.281392040885242,vegetative,6.3
+15.288150351324632,74.92647424170302,7.286010165679178,2.116726128791704,moderate,clay,24.132588794170697,27.32202763165306,good,rice,3.81779191368571,fruiting,5.4
+18.2585180892268,37.62568229699426,9.84605619948302,1.316701760861438,low,silty,29.84501153493047,47.65585556975817,poor,rice,2.2223481217640244,flowering,3.61
+22.731702787492384,51.52907068101827,11.398435805268484,3.677164996978709,moderate,clay,27.15147419259436,24.63566469325541,moderate,maize,7.617052620197363,vegetative,10.21
+17.921969014773477,67.88027312413439,5.2385928195923706,9.462550123740144,low,peaty,36.01862997486936,43.35497323649959,poor,maize,9.711176528485558,flowering,21.02
+39.64646101027344,49.92845898532045,9.002110783464515,9.627521062003003,high,sandy,39.73344988852864,31.858600460482982,good,wheat,10.264722510549356,vegetative,18.01
+22.71581621309877,49.99581737909311,6.145732198572795,8.312674065186487,high,clay,37.80981984051736,38.21389976769753,poor,rice,7.58445705850562,fruiting,14.6
+18.258098667558205,30.64693113382379,10.887797830269095,4.157423321678736,moderate,sandy,31.745333047948083,16.746430460921673,poor,cotton,2.411473607158024,flowering,6.67
+19.977057820698946,95.25973784621328,2.8877863474968017,2.292637895939001,moderate,sandy,29.010533919847195,39.95938104228026,poor,soybean,7.907240185141189,fruiting,9.86
+29.692580708536912,80.03955075960772,4.225410543243793,6.359801280451113,low,loamy,6.240108943790298,13.426214361740616,moderate,maize,5.993611315187783,vegetative,12.14
+16.601088096619712,20.09947510928816,6.677876087719872,6.818545064855633,high,loamy,23.67245844368703,37.64485559700816,poor,rice,10.488254913382349,flowering,16.5
+36.56085325352892,81.24906272177321,13.396514453859831,4.821162123210437,moderate,loamy,28.230091539855536,28.62070394887676,poor,rice,6.065593994343544,vegetative,9.71
+39.03749198092868,79.1835994126287,8.813223945585008,7.224821160027762,moderate,sandy,19.45290167772484,19.141045598101854,good,soybean,9.182070719831964,vegetative,15.19
+21.168685516684523,20.77847681244184,14.498243725230468,7.720136970865618,high,peaty,18.467881448861363,29.215485098851563,good,rice,3.9474096999572654,flowering,11.06
+26.252381714771484,49.568343809101165,1.9975264365757155,8.047554972173021,high,loamy,23.988426910815644,44.22712517904239,good,cotton,11.233532980152884,vegetative,17.46
+15.553361275737426,68.53981522604245,7.172543497938555,5.520683002217565,high,loamy,36.7323971438102,16.1887671233769,good,wheat,4.952710658217964,flowering,9.59
+31.017755618180537,56.22005214864287,6.576638685658071,8.1247669980376,high,silty,14.132492919363402,16.78505667053002,poor,soybean,2.0579969105162115,flowering,9.95
+25.34815145131472,82.23888949764059,9.20298955788654,1.2292878364251112,high,sandy,18.96691873755392,31.35988982514028,moderate,cotton,2.815687175868849,fruiting,2.24
+21.751461652538893,54.03666661075472,12.273486826259884,7.123639300649827,high,sandy,27.85807323271744,35.01018201247284,moderate,rice,4.293639853427497,fruiting,10.2
+20.17092776541521,32.30903755630696,12.700996370954371,3.1207056134543185,moderate,loamy,11.510254098812556,26.807990882729555,poor,rice,3.654852698224568,seedling,5.56
+31.35057694146901,98.11324994190628,10.217821826229873,3.434682625188879,high,silty,34.22162531811789,20.65570392506068,good,maize,3.904562960989813,vegetative,5.39
+25.405425775807863,39.36319942208373,9.802277281560528,1.8217153594605908,moderate,silty,28.31235216058524,12.68768314313489,good,soybean,7.792418736392898,vegetative,8.2
+19.4914822257478,77.41538484330658,14.260928359649707,2.731530372338613,moderate,clay,17.32917209007539,11.991725159295791,good,wheat,6.7336100409273385,flowering,9.12
+32.2277270371706,31.45250493312576,6.063467323757157,9.928074097018026,moderate,clay,30.275845168868152,11.63280411899127,good,maize,9.120600848257748,fruiting,19.07
+29.12680707591734,46.32100910271461,12.57535805573308,4.738511175071277,moderate,loamy,14.77712880705563,46.05132133460947,good,rice,9.90333138928846,vegetative,13.27
+36.4668013732374,55.3622086744339,13.861804042838264,9.34988858819817,moderate,sandy,32.106131385719934,15.25428622687762,poor,wheat,7.166860551133815,vegetative,15.79
+17.936897471912324,35.37856036216511,7.627319041845356,2.466095753735183,high,silty,7.474081857001038,21.804938430258048,moderate,soybean,7.928851079302363,vegetative,8.74
+34.6416650486114,55.99676610948876,11.071987389747854,2.836529578886676,low,silty,19.93631955818596,49.43569143271492,good,cotton,9.75720549386699,vegetative,12.3
+31.837919670431475,32.57302583934,5.966787921728138,6.020320184335641,high,silty,14.157360025206572,47.098989779824336,good,wheat,2.898928101167545,flowering,7.95
+17.875273420702445,64.72052311887121,2.803745705833359,4.145792867911743,moderate,sandy,33.5845135571368,11.714476536090723,good,maize,6.33975685354981,flowering,10.59
+32.37051824679302,73.09706020161552,9.004306281350166,6.795236877173165,low,clay,31.346147202648645,32.05054352034688,good,cotton,7.284152309401318,flowering,15.07
+26.03868222199576,24.99474272224086,3.348838937318212,4.798419181483873,high,loamy,34.465148319641614,35.33993973980135,poor,cotton,7.978873271078858,seedling,10.44
+38.62461963889608,89.69056968657344,7.135187396656101,8.304375137189158,low,clay,27.804706473577376,12.164565057394976,moderate,wheat,7.424926126705728,seedling,13.69
+18.540283765447484,34.811270803362845,13.156750043260832,4.884031640539753,high,silty,32.83628461657064,39.12504499233943,moderate,wheat,5.507842763258051,seedling,8.07
+31.07083477039345,38.02899402562591,1.7472637196733674,6.151142641944375,moderate,silty,20.357589423697576,49.51479950894325,good,maize,4.875029769306192,seedling,9.32
+24.54950113657365,72.90798720664503,0.94121376713742,3.889658800213559,high,sandy,28.73200956356649,27.175183023438123,poor,wheat,6.407792220238614,fruiting,8.63
+38.92036676477194,57.500084834753125,9.29392878703737,7.336368886947887,low,sandy,6.089118415688646,27.976701889486804,poor,soybean,2.665877018627489,seedling,8.18
+23.24937238225691,59.95164793368525,5.300389235625978,6.892607880691427,low,sandy,35.82536129888339,36.373875391344775,moderate,cotton,6.711659362638509,flowering,14.82
+39.054647737295,30.25239876505061,6.560096750425771,4.57300929496652,high,loamy,28.96707779210611,39.46168221521363,poor,cotton,11.657134709205526,seedling,13.82
+37.53714627751873,84.45886575011266,6.382803535545808,3.4842889251153686,low,peaty,35.31337602014749,41.59089336471406,good,maize,2.5389623869362223,seedling,5.06
+21.759580882766407,69.3643396883368,1.7559933206386718,6.526939373382691,high,peaty,31.98006036667864,13.103193692441204,moderate,wheat,3.52943700541666,vegetative,8.17
+35.088544420660696,30.83056346475648,0.5517132738541211,9.488364842899069,high,loamy,15.023183832944222,42.02755552655877,poor,wheat,8.30349899775165,seedling,14.58
+39.89010504508765,49.91994936204768,13.527137021531832,2.193787216239414,low,loamy,14.550808035804298,44.56295809083924,poor,cotton,9.073868989416129,flowering,11.51
+21.31657505428206,84.83279461880241,3.6580791331043225,8.192049565110043,moderate,loamy,32.987357215073246,11.809089763559438,good,cotton,6.752720077302744,seedling,12.59
+25.919429233082997,65.46840367892966,6.678145382032181,5.886925955272815,low,clay,11.46482171374565,11.565399926538849,poor,maize,11.168188673309398,vegetative,16.91
+28.00451841416899,28.69190233063444,14.59292405173064,5.730037256564732,moderate,loamy,8.873142028995206,32.035619407959615,good,wheat,6.817089970499863,flowering,12.9
+22.37327839509661,49.82216366314294,12.488057438762958,9.655157328183812,moderate,clay,5.526477174810401,29.87226441796512,good,rice,3.0935554948078163,fruiting,12.94
+15.381620991150744,39.41555187645877,2.0649974013091814,6.452873178117011,moderate,sandy,15.444981607152906,49.20386795033857,good,wheat,6.789860472223958,flowering,13.09
+20.50323110493817,61.39724429229811,7.873525958382493,8.474660449736662,high,silty,8.474276769921898,21.776060067753995,poor,maize,7.147205921876248,vegetative,13.67
+22.04842210854396,87.46889030975916,11.086145884177732,5.630295239881269,low,peaty,33.059028553386774,33.60799918427132,poor,cotton,6.287546570535774,flowering,12.64
+26.08999253295468,54.90137078435359,10.62669538248858,3.248680305295804,moderate,silty,21.95903408436124,30.26693014647297,good,cotton,11.145790767845728,flowering,14.25
+19.27756196033505,54.66736242946585,11.532206859864818,7.250412443122986,moderate,peaty,13.838032845015514,31.429332989019557,moderate,rice,6.792300406184796,flowering,14.08
+36.831358917291816,92.42807218616296,7.133092495876512,9.308592139996035,low,sandy,26.07304283671276,36.38673260096815,good,rice,8.924408619854837,vegetative,17.89
+32.6227783182834,66.09483300058179,3.0508824752890904,8.57107086049068,moderate,peaty,7.462334699893882,31.50379962640365,poor,maize,7.086447917612039,seedling,12.81
+17.13001193899155,65.29528699179255,7.240650436830903,2.7852724561607616,moderate,sandy,30.41424379492255,10.277782109957482,moderate,wheat,9.265209413520102,fruiting,11.44
+31.252311278498286,40.95279135003115,9.894365113012734,3.852002071559352,high,silty,22.54875657295115,43.748410698227374,poor,cotton,3.0891599947174857,vegetative,5.04
+31.34141191014051,68.6178198269701,9.324585255774934,5.6519260657630985,moderate,clay,5.226672922980314,18.046176305422872,poor,soybean,11.44911499826948,flowering,16.72
+38.90552934109069,66.07283739339171,1.5225697799348077,6.144429657124587,moderate,peaty,16.17260035201658,19.246184384702087,moderate,soybean,8.117532978836344,vegetative,13.54
+15.075521783904032,51.74811762734912,1.4418102941917803,2.744327030126754,moderate,loamy,31.256733068625387,35.91891050620678,good,soybean,5.077525026702849,vegetative,6.38
+21.19831124514518,99.25564527193444,14.496238551750572,3.0701110601364814,high,clay,11.584030966925358,29.11006621839475,poor,cotton,4.333124910671972,seedling,5.45
+38.19478698438289,90.55127719584694,2.7011790980766803,7.829479621318928,high,clay,38.66570402551727,32.979198408170205,moderate,cotton,9.37719839933004,vegetative,15.61
+38.30334788495708,79.96690320614525,4.769705728169968,7.572856750434482,moderate,sandy,36.38202005123972,29.89995750129752,moderate,soybean,4.673112767766767,seedling,10.31
+33.01466048426593,62.98764707304004,11.6306999912644,8.55287933166002,moderate,silty,32.238355507858394,26.714505169360155,good,rice,6.488749682020515,seedling,12.66
+34.1440830261885,56.96478415157042,6.440317599436036,9.39636826552208,moderate,loamy,7.749192547511035,29.33209885540759,moderate,soybean,8.167069325287635,flowering,18.36
+17.28707394824118,34.79179161785595,3.131240372270474,3.774350070124225,moderate,silty,17.384305417168296,15.64341640932103,good,rice,10.577557202624076,seedling,12.98
+27.84689586945584,44.458997921169896,7.274869543491832,8.736354609135216,moderate,silty,15.436907078811869,48.772231239923066,good,maize,10.292513865160569,vegetative,18.41
+20.789574782224985,81.91686398585682,8.749774576068805,6.994106121485677,high,clay,9.81688614430692,32.99007058708978,good,soybean,8.67093843783331,fruiting,14.71
+19.53045109034043,56.29991631500411,7.065115834532097,9.619933815026195,low,loamy,39.98666132803953,21.47267945947832,good,soybean,4.6498547908749925,vegetative,14.25
+35.257582478083314,90.5815613255601,13.82471809434558,3.448667404210743,moderate,peaty,10.151917223347713,38.51361058936909,good,rice,3.619211486549984,seedling,5.91
+18.375953417013687,31.8328909076423,4.6281397789428125,3.4270435147557303,low,loamy,16.036464129004997,45.204244695515726,good,rice,7.45440589158979,seedling,9.97
+26.71629092490963,60.66776768109092,10.089316330145229,7.33864103823454,low,sandy,35.80495083986972,21.858706133241085,poor,rice,10.815181390888242,vegetative,17.9
+38.46445598965083,71.7572547217047,2.1282734604435167,9.355696966344489,moderate,clay,10.053487627949313,22.9804632495768,poor,maize,6.083256789807397,vegetative,14.89
+19.645801389133563,61.34787650463408,6.1881391361283855,8.421002423077912,high,loamy,21.433479018380577,27.54194821793923,good,soybean,9.369989521515258,flowering,17.65
+39.449835593455866,91.13815132679898,11.244402147982118,7.543356020140205,high,sandy,39.14915457448144,18.691590871262736,good,rice,10.320375002161512,fruiting,16.49
+39.85719964402648,99.1650625463312,3.7598456385472487,4.485782782516495,moderate,peaty,13.65509690380087,42.391535073959645,poor,maize,4.625371205713924,seedling,7.39
+28.890428867060077,29.26677266730958,9.051680161988983,7.459906012317766,moderate,silty,29.60703759393541,33.36706699330325,moderate,maize,11.643448227672357,fruiting,19.1
+19.253568504428948,30.39639232615368,2.7248369235313747,8.209860187877329,high,silty,7.801387693152332,12.281780243306418,good,cotton,4.550223740586225,fruiting,11.76
+22.90262219852239,30.425929084809688,1.9891745247398809,7.779571118115439,low,sandy,26.03051794369008,49.86816306026199,moderate,rice,7.893766842118561,seedling,14.01
+25.61232081691338,74.4941676856422,8.086874859413118,7.091297184575107,low,clay,16.86673365845882,32.99886024655837,poor,rice,8.680022163728196,flowering,16.97
+22.73310560895557,49.81408763966704,10.287659443247415,1.4241812652163268,moderate,silty,29.4847586209544,45.59745316086751,moderate,rice,7.530059259768483,flowering,8.41
+22.01588949691289,78.66517290127248,2.14382246040001,6.937434398033278,moderate,clay,20.15115019023469,30.064726651137303,poor,cotton,8.215556738113634,flowering,15.46
+39.30574273040894,52.4377178309583,13.807755659407269,5.304651899346194,high,clay,15.46495262941312,33.29797995363103,good,rice,4.111623864977453,seedling,7.08
+18.834120685393643,70.2085377065651,3.7736978091132696,9.654123443947167,high,silty,24.110275986696426,28.17900998875684,poor,rice,3.443331704446213,seedling,9.69
+33.33319771792156,81.58864045431147,2.2396419683098503,6.464708950393639,moderate,peaty,9.889041952225195,26.9104293388175,good,maize,2.1543740497124304,vegetative,7.56
+15.010257235979372,63.85727285239365,3.4391341710780527,6.474045306117693,moderate,loamy,33.505118972697986,18.73217769062911,good,rice,8.087964454525292,seedling,12.47
+29.904566735059426,63.160287236000485,2.9588006197117083,9.946496686327748,low,silty,31.27482871935627,48.48497006267679,good,soybean,11.239620125822448,flowering,22.66
+37.89857509885131,27.058746022850755,1.8147824338877605,1.8422901080281489,moderate,loamy,24.07388600507253,17.270849744965663,moderate,wheat,8.806405027360839,vegetative,9.75
+22.198352352330478,52.86253943275479,12.068668904291258,3.486846565903176,high,clay,17.84669054540882,31.05617115158065,moderate,rice,8.510166072626383,seedling,9.82
+19.63814938144298,63.66217225799501,7.685297733789609,6.904714950721231,moderate,peaty,37.03291562412511,13.483873837480807,poor,maize,7.325747644307449,seedling,12.22
+31.291994871960675,56.9584660533128,6.133531885490901,3.837126304309372,low,clay,27.206043999909475,49.73507612548359,moderate,cotton,8.181426420863868,fruiting,11.94
+32.81503518245983,92.06256001507404,14.28410494126993,4.115351331362097,moderate,peaty,14.968004634403089,32.22705572819232,poor,cotton,9.231751665730522,vegetative,12.67
+32.200762973799534,92.52245056955915,5.8796216124394665,9.033804458173975,moderate,sandy,33.23480130412338,42.583329196555454,good,wheat,3.5117888075842867,fruiting,12.32
+22.98292200053435,85.75339044710094,2.921104527684246,6.214185145358169,moderate,peaty,27.225689560643204,32.51715415510496,good,maize,9.30359360455223,fruiting,14.82
+21.305060053983272,50.0238460298496,4.473621932935646,1.9257902452373916,moderate,peaty,9.445441579139462,42.199408793188624,good,rice,3.5523847962574977,fruiting,4.72
+38.89796999905111,77.38393213500274,3.965014737034649,3.797763271593596,high,clay,8.998163561305553,31.376397056286542,good,cotton,4.943735611722969,vegetative,7.22
+38.08248770674824,51.62307688556879,7.73174855366792,1.6845253884947624,moderate,silty,37.833675680177286,27.79897470472868,moderate,cotton,5.3932035328392764,flowering,6.01
+26.43291524732051,38.60748791806073,4.726824297341322,6.005169401024308,moderate,silty,15.076919339338051,28.23623194602095,good,soybean,4.856160754788989,seedling,8.6
+36.15484665385934,47.43221148407053,7.982886996702247,2.559413767383907,high,loamy,28.22189097625043,10.09374159386346,good,wheat,7.245921153898706,flowering,8.25
+26.3080869408574,25.67717066284284,10.20475466172844,8.714036350225957,high,sandy,6.275185557359368,24.82619803139552,poor,soybean,7.551441885411354,fruiting,15.23
+25.60972545181276,46.542200720371774,11.77083239284224,6.1958262381084985,low,peaty,24.477567788190655,48.07776221694093,good,cotton,10.195741923464098,fruiting,16.56
+18.919073689982365,56.859377380893726,10.797287828374849,1.534380777379852,moderate,loamy,13.08950232245206,37.02307371133276,good,rice,7.771623095736212,seedling,8.0
+25.66015141229932,96.4384715824664,3.481065388617234,3.707880972618871,moderate,peaty,9.886919427493485,46.7727601181,poor,rice,11.96453938020241,seedling,13.78
+28.43542346499517,45.07284689757,2.18054592901993,6.547039005125141,low,peaty,32.072609397199145,18.010502792532144,good,soybean,8.948245856722195,vegetative,15.2
+15.562608185717162,92.19628313644164,8.365527306968138,4.019484863744454,high,sandy,33.33399299288466,29.646409944389017,poor,rice,9.295894896971236,seedling,11.16
+26.10282512938516,38.308662065879766,3.384220972518105,5.618590017345602,low,sandy,30.03242818532905,11.379277216749388,moderate,wheat,11.978101291835106,fruiting,17.76
+34.53390545988,35.27751182073995,1.7315389656869422,9.18426065214462,high,loamy,5.391539579953224,37.08208607659628,good,soybean,4.341562861009516,seedling,10.41
+32.00115140935675,61.51963651457319,8.142867973201549,4.150323734556505,low,silty,14.97182254751494,41.36065072035698,good,maize,8.466969510378101,flowering,13.06
+30.878924721598374,73.80090954379247,5.238515684063034,4.022855762228092,moderate,peaty,17.633644325277402,39.912055648461575,good,rice,10.8796627597864,fruiting,13.67
+37.73888571093006,23.546580064182518,11.464160673108305,8.377811571814288,low,clay,29.179757834807116,13.470799717248326,moderate,rice,11.679409855017967,seedling,18.14
+15.45080024563075,37.68526920377734,5.0557786429520615,3.868808706250929,moderate,loamy,31.444028858663906,19.901106264753217,poor,maize,6.465060582972493,fruiting,9.89
+28.926189654805853,56.454693320105314,14.6913984873093,1.7016250972635305,low,peaty,26.974922270976958,36.23309467530497,poor,wheat,6.308845081472245,fruiting,7.86
+34.68372121024268,46.48034687865452,11.498586273280267,2.6285045881374542,moderate,sandy,32.61809206583075,40.3596440356059,good,soybean,2.947382954327358,fruiting,5.24
+28.53338456753168,77.00968634786575,1.336551711588501,9.539202257166709,high,sandy,19.955495723681263,20.96842180123453,poor,soybean,11.04249589981892,vegetative,18.61
+23.09738881450948,60.89284768330535,7.878654735166005,9.399635133199492,low,sandy,23.964574644286987,26.249641775245777,good,wheat,11.367614292640924,flowering,22.39
+18.406264127299448,32.82872844831202,8.6579972676046,3.02330881700333,moderate,sandy,7.248756127702979,24.05064310462584,good,soybean,10.845139981185303,seedling,12.61
+37.18907679540479,91.55723034520724,10.581889304883166,5.981516857888172,moderate,silty,19.950713629089872,10.182596928110572,poor,rice,4.253694047687239,seedling,7.96
+26.769059809690077,43.432454038668766,7.718053556989494,2.236312903807025,low,silty,20.1421589723654,33.0605242576734,good,wheat,5.017063862951205,fruiting,7.27
+36.95287992464253,78.49048871715388,7.509932177011311,7.072098656603822,low,peaty,26.403203834889226,36.764510620845286,poor,rice,11.484149203071883,seedling,16.97
+29.646303060829208,82.3932623284328,5.835109869325385,2.667752164088296,low,peaty,18.226372343741076,21.05742834326961,poor,rice,8.142137793306789,fruiting,10.76
+31.854802915375014,97.05261602048816,4.436190066538019,1.4481138062944356,moderate,loamy,13.34592454680202,37.51138097171156,moderate,rice,8.323494975325426,flowering,8.51
+35.10652885946125,59.88059732192811,14.21990307366265,8.424071264879194,high,sandy,13.315870124123268,19.70995200020901,moderate,maize,6.170054870957999,fruiting,13.44
+31.47888861500336,69.26684123715458,5.105151709698394,3.928603444512632,high,sandy,9.685551315709494,38.62121568000144,good,wheat,8.152113987264203,flowering,10.88
+24.951371016973443,46.790103478362695,1.4196092064147947,1.9767016320408728,high,clay,29.535792753322127,28.287496892376648,good,rice,3.605228683310794,vegetative,3.62
+27.84083459821628,74.25434347296532,2.925628719754478,8.505135557760028,moderate,clay,26.78989333693478,44.87739586215545,moderate,wheat,11.49364007130911,fruiting,19.58
+35.076138116897,57.07067886930558,12.9305112225987,7.861577297915335,high,sandy,25.273747197915736,31.78937701620988,moderate,cotton,11.455339908251837,seedling,16.21
+24.341257409324605,55.01218917795378,9.006185157289067,7.153826053887713,moderate,clay,23.58568702429029,17.38611553510225,moderate,rice,10.571196755109025,vegetative,17.12
+24.703036419212427,88.43740232928843,11.792317965967452,9.201238388600762,moderate,clay,17.863812460330085,42.88045104371352,good,soybean,4.559912330392161,seedling,11.25
+17.39225290145003,24.013507479895093,12.227332419025569,5.403034781835717,moderate,sandy,31.90509033207556,41.10714002988091,moderate,cotton,10.760089058265596,seedling,14.45
+37.864610880543694,90.55699422654948,12.436928368560562,2.152508478281179,low,silty,37.27084577754165,13.369127254421516,poor,soybean,9.00114983547031,seedling,10.65
+17.275907873636044,88.16558702628456,8.483898762296826,1.5521176890560755,high,silty,20.399621621945045,11.921627702656624,good,cotton,4.462195697397018,seedling,4.38
+31.205229436213894,60.50930028494313,3.0682486376370206,3.865969161636928,low,peaty,19.318101208141307,15.451641658024272,moderate,maize,10.353312768402752,seedling,13.41
+25.329861970069945,59.21622833645026,2.649374907424056,1.7814774712367458,moderate,silty,10.695464497955864,43.81260244768503,good,maize,2.9094630682914406,vegetative,3.23
+25.14048475638606,48.94458944283922,8.822774095439131,5.819584963123768,moderate,sandy,28.4748081859906,22.81530222885933,poor,cotton,9.17094540423224,flowering,15.18
+31.988795914317095,99.53390333453876,5.8144581284423085,1.130491160408421,low,clay,24.533229218223468,30.19005730556652,poor,cotton,11.974190093957269,fruiting,13.2
+16.677343315746967,28.893546620307298,8.591699498063626,4.993869713584383,moderate,sandy,39.57992986832328,34.11865597566478,moderate,wheat,6.311142633003852,vegetative,10.73
+29.842644573785865,67.21721885028856,7.727928741449039,2.6061426086822688,moderate,loamy,25.45131083694853,39.73925727603921,poor,maize,8.216314733260347,vegetative,10.13
+34.30079464930887,74.53452720899335,9.231872155614452,4.314412394804424,high,clay,15.10138031682112,43.1982125679822,good,wheat,4.164573122776092,vegetative,6.55
+35.705318947164855,94.74640065735557,0.9656209656801974,7.075306672936202,moderate,sandy,24.702923160477276,30.634620520796577,good,soybean,6.665135259232194,vegetative,12.42
+19.263259734844382,82.41627974854092,0.9761318691367886,4.158673939456314,moderate,peaty,39.46433314523775,26.63038440161303,poor,maize,3.082363752208193,fruiting,6.46
+37.43547625195434,71.50777622492375,10.963129977303376,4.072058984801937,low,peaty,30.31673130084524,17.8376714311049,good,wheat,8.953792975658882,seedling,12.01
+31.403652296186056,29.34498534496981,3.3003450354294377,9.916756595555515,moderate,clay,9.500205806948028,34.3008142291399,moderate,rice,9.727627053911627,flowering,20.69
+37.046370020517074,49.89868134651739,9.956877701784816,7.469332504536576,low,silty,17.01069164161812,31.99508237345446,good,soybean,7.883513283583412,seedling,13.8
+27.13201792775496,31.10733140383882,8.42535070647609,5.624755406650462,high,peaty,15.453973636839931,21.64641417381671,moderate,maize,9.410970517112188,seedling,12.69
+28.55083362743005,90.4970185972411,14.736019835367038,6.214380858978215,low,loamy,34.98883226455957,27.848139199630022,poor,rice,8.898266150280186,fruiting,15.38
+37.97595692571678,79.96969244509144,12.613385243804403,6.581643683669299,moderate,clay,26.390699685642257,39.586041017144,poor,cotton,11.229385612056848,flowering,17.7
+37.49773858386679,80.60294294377834,6.490450559304566,1.2211785904675774,moderate,loamy,33.353569868143296,35.0832012427642,poor,rice,6.785529909915112,seedling,6.64
+26.204021834225053,72.18052142188353,9.437985891350891,1.7223813147272282,moderate,clay,11.168611870171718,29.269629570765737,good,cotton,7.384277099176429,vegetative,8.37
+21.860315790892045,60.56348295493677,2.2006971297693445,6.842704162209866,moderate,silty,36.781221673822245,20.89265794510901,good,cotton,5.721580542059341,seedling,10.18
+24.829260864106605,31.99768475707977,6.102597622954525,4.280219729634824,high,sandy,7.040884898346068,36.72017276049959,poor,cotton,5.528385759446491,vegetative,8.28
+24.694108213243744,46.37559093640414,11.141372245803176,1.4989963620873257,low,clay,18.119301549226197,35.10631941924614,poor,cotton,10.177459522037012,flowering,11.53
+22.17167187456985,30.953263398151243,9.528737969865478,3.677619214464635,moderate,sandy,5.495216550025118,28.329342239460917,moderate,soybean,11.288693394721918,vegetative,13.76
+21.714490108324163,77.99305142818746,7.524834203471689,2.1725507837925115,moderate,clay,11.449782293744091,19.5409619076597,poor,cotton,5.097576349890608,seedling,5.66
+36.526573411992985,32.8183020817604,3.0596720087637017,9.246824580036892,moderate,silty,38.677905304310094,16.995060038897584,poor,cotton,6.193586971152474,fruiting,15.58
+16.74654801711654,76.16908401373485,12.145615929284398,2.826328532978035,low,loamy,7.747336598666649,23.575979790082968,moderate,cotton,5.523156588551144,seedling,7.52
+31.94027955248985,75.38043116767238,4.460915763967865,2.2932207765464723,moderate,sandy,10.089230208006375,46.348594563002855,good,maize,10.54650294422846,vegetative,12.27
+19.320501286411307,56.74435831930311,12.396946684097689,6.63551935379755,high,loamy,37.3697159185932,40.155463599848886,poor,wheat,11.478039389709494,flowering,17.2
+23.61264733485158,30.818292329444184,9.368331410527404,5.697207372491494,moderate,clay,29.856109737884367,45.64279177732077,poor,rice,11.019937144571326,fruiting,16.5
+16.538575853370922,45.184066090722936,5.904605705257418,6.183392086322128,low,clay,19.24375430245856,43.70395939669287,moderate,rice,2.132234252722887,seedling,6.91
+21.74934092138655,45.60744872604411,1.0887757184198767,4.923533332362837,low,silty,7.406803608591701,28.355302608210785,good,wheat,3.727377225250452,flowering,9.44
+34.21052677793105,76.03081065146347,3.870073242993465,5.204523798389166,low,clay,32.47636356777353,31.21769954627945,poor,soybean,10.951653779602642,seedling,14.83
+37.125383113681465,29.099441553097947,13.391528419578377,8.009178002624164,low,silty,22.245431191647956,16.78344279749727,poor,cotton,7.252285915448196,fruiting,15.78
+20.538178797559176,86.32549169728726,12.360627986487902,2.9792996634310063,moderate,clay,16.30559032133972,38.83488606401454,poor,maize,5.774825494657165,seedling,7.37
+26.588695981473045,80.88058321487311,8.83537303754442,4.568763725481107,moderate,loamy,17.6262648916278,26.87795309556966,poor,rice,6.069247786431864,flowering,10.72
+26.75810119843016,34.904553453941915,7.261675727450841,9.620428464351544,high,clay,22.68471382910764,16.4507610374338,good,wheat,10.241083827608508,fruiting,18.97
+36.83938264399335,77.53315054231115,9.883568850286585,2.709871310674407,high,sandy,24.29314880773581,13.814192003407069,good,cotton,10.122261428367194,flowering,11.26
+34.06997632189514,73.48105451742575,7.260597853727871,3.643962355376804,moderate,peaty,33.633456980465155,37.84539239419135,poor,rice,10.281629846693194,flowering,13.52
+27.826930459201247,79.8496640088741,9.842420190427534,2.724102318573915,high,sandy,32.00963027244951,29.288118925474656,moderate,rice,10.478502128091442,fruiting,11.52
+31.76868001179433,35.11428443589556,4.9573594450722895,1.1844594672232207,moderate,sandy,31.847054203207303,10.359815693552813,moderate,rice,2.694502322243867,fruiting,3.01
+36.18387634773417,32.60722577251749,12.65820965971639,3.4284693253750333,moderate,silty,30.52542952120999,42.98062409038486,poor,cotton,9.564077898587358,fruiting,11.92
+15.238473850638623,38.91871887382034,10.677809455246368,1.4182070136601526,low,clay,31.5225420300054,34.778489043496336,moderate,soybean,8.10888884767345,fruiting,9.31
+25.072250776251217,49.26973625191805,5.284646612201531,2.3921661376597,low,loamy,28.716053381822853,11.535056095904732,good,wheat,4.537299677944614,fruiting,7.05
+37.68107918192697,83.4931984828641,12.544658664939895,4.264138630608532,low,clay,35.38082156858513,22.187393292551292,poor,wheat,7.92548622680292,seedling,11.08
+33.50782577109878,79.033914998308,7.566466697371094,1.1864909536206243,moderate,peaty,24.51090036371306,38.89622720563423,poor,rice,8.838582676298529,seedling,9.38
+28.571034358351863,94.03612738228264,3.032263538693192,7.776609093376449,high,clay,23.229549086225195,12.361189571483363,good,soybean,7.711197227596957,seedling,12.73
+28.241113175878336,24.69036472788924,1.6268306990511363,8.160301123925922,low,peaty,29.545359252360345,39.45010236084873,good,soybean,5.525817774244079,vegetative,13.34
+23.694252440110944,20.924502481134848,10.644283340739696,4.702724221765266,low,peaty,10.810209057792122,30.19580924426101,moderate,cotton,4.445113362608079,seedling,8.0
+28.013013341037865,75.93110637606392,13.044251661016157,9.861993814368423,high,sandy,32.19330998422649,41.31429612662591,good,wheat,2.863073352195744,vegetative,10.87
+31.38457998658633,42.342999663533256,12.207908834620882,7.110945233269292,moderate,peaty,37.7654545126051,44.20947750872172,good,rice,2.5689011775501407,seedling,7.16
+25.45907596071983,46.72631164270541,10.006939938221205,7.693495731826741,moderate,peaty,15.369098768514691,40.7103380428868,moderate,rice,5.524369587172077,vegetative,12.27
+32.85382865980435,63.74416207316098,2.5499383062691368,2.730703812995201,low,loamy,26.386573501246687,13.122996607494,moderate,soybean,4.365335047024671,seedling,6.4
+36.53080568150965,28.19304985014388,1.8636391016614764,8.53693860539542,high,silty,6.141787976036445,28.41493976683408,good,maize,6.946945223451258,vegetative,13.78
+18.86712120462153,71.41555332384398,5.5029295336700175,9.505417582193555,low,clay,31.803800193543346,22.749423943760178,good,cotton,7.636453596538118,vegetative,16.93
+26.28867557043561,46.011795698492016,12.896207910782149,3.126791499164126,moderate,loamy,24.58838606151137,30.339696669169104,moderate,soybean,5.796290176167902,fruiting,7.89
+25.200502282127022,70.61720994407933,14.445175919446632,7.178178649477421,moderate,silty,28.57789996221433,48.63207748181081,moderate,cotton,5.801567718355309,fruiting,12.23
+32.18662010124321,86.72055304587087,3.999732395282533,7.722469437969982,moderate,sandy,10.004745197963151,14.975848098423468,poor,soybean,9.483977332361036,seedling,15.02
+21.246686631448235,33.68890666699437,11.55038722343494,3.7465225462859415,high,loamy,33.33091818762804,44.62393234502698,moderate,soybean,2.059264155425401,flowering,4.37
+31.006272873806907,94.46984743316162,8.821103645154484,5.275081023150667,low,loamy,13.957771807026976,49.63412530496738,moderate,soybean,11.97810717652028,seedling,16.12
+36.9372310432872,62.45505128499551,0.9612068226301698,1.877851842226517,high,sandy,28.96772711526983,49.60087914163236,good,maize,6.409381320521261,flowering,6.7
+25.453289994840567,93.83422121391747,8.372287074027627,2.557853235635571,moderate,peaty,25.75996177605739,41.86757147547077,moderate,wheat,7.872406292384047,flowering,9.61
+37.7753924994805,36.61840657614225,12.186135843345651,1.5541347128247525,moderate,sandy,27.88270061449285,28.623219085633146,moderate,rice,4.43717644174267,vegetative,4.77
+39.82909347333696,68.365013168339,4.503780358488385,6.041489414907644,high,clay,6.75830503821553,17.120024830906896,good,cotton,4.0970722020421695,flowering,8.98
+17.6523012486988,52.31096938588838,13.511743547571683,6.627366075495424,moderate,sandy,30.964769958092813,34.3285230290963,moderate,soybean,8.727981872910538,fruiting,14.74
+20.826329699621468,81.93777529248106,3.925775899682235,9.245076250903598,high,loamy,32.83374049846865,34.414906970413114,poor,rice,11.727084756535646,seedling,17.85
+38.75949378705233,68.47271545706371,1.6088604233387875,5.8796632956124135,low,sandy,21.618553810334376,22.65738134928575,poor,soybean,11.08378615550258,vegetative,16.66
+38.95819216203467,59.56123655666548,2.8191199868736785,3.345502337272899,high,clay,19.310136548297955,34.67288866475802,poor,wheat,11.31818033579987,vegetative,13.05
+17.442681884668964,93.03883251448067,12.636541596453316,1.5352619193200692,high,peaty,16.98906463841938,14.661887180336,poor,wheat,7.0812153504585,fruiting,7.1
+15.374962509428418,50.169365133734416,6.55093582607316,8.964577474757531,high,peaty,37.47586672687946,35.36033671812319,poor,wheat,5.5894140438695725,vegetative,12.62
+19.02750058141056,37.59841639185452,12.055710672514037,5.30972270675248,high,silty,31.42738890195373,45.86889532054328,good,soybean,9.659018412948887,seedling,12.41
+39.90031958455621,68.64809494816734,8.202879384349128,7.635897904980891,low,silty,29.451655453282687,28.882612553592185,good,rice,7.421962063400064,seedling,13.19
+19.49999041526717,69.9222749738251,7.468107309519255,1.1318441373603008,moderate,clay,37.396231861892,40.58251903377028,poor,wheat,10.131157719343973,fruiting,10.35
+27.563690168050577,55.12756972575004,12.200240696640748,5.393250303979759,high,silty,17.206923071672477,35.4256226362201,good,cotton,8.989602714818986,fruiting,12.92
+36.21044316076278,58.92880349515059,6.640570369829451,3.9315036084984873,moderate,peaty,27.05483300358025,10.12256503186054,moderate,maize,5.637503579946015,vegetative,8.29
+15.51004026720516,96.764273143992,12.12947460046234,1.2729814535244417,moderate,peaty,29.011989068439615,14.87993697462587,poor,maize,2.683689370092273,flowering,3.1
+30.112224556461488,78.6148553117441,1.959601391969961,7.981055263652125,low,silty,39.86796401612128,40.99341534399191,moderate,maize,4.948103729197678,flowering,14.26
+21.925636221740607,28.84814011860616,9.72650682531922,5.616114876042519,moderate,sandy,19.95151400425045,11.618117092270277,good,maize,10.30653090169614,flowering,16.2
+36.558372910993285,36.97040566964888,10.687512320003778,3.998622186920178,moderate,peaty,19.00633681789221,48.24990628519184,good,maize,6.614111182511586,fruiting,9.55
+22.08652873160198,98.04613075484473,13.53691224405527,8.252186355166593,high,silty,7.957077350871028,45.76304647165185,moderate,maize,10.214683250967578,vegetative,16.91
+32.16889300704772,78.1172443034825,3.752696821384826,5.022311066651498,moderate,silty,8.44583696589913,24.494997685311866,good,soybean,8.977704682544562,seedling,12.28
+31.85549081118492,93.20361009157226,9.261188261346348,1.0314816073147115,low,clay,22.91296711860766,22.41535456617005,good,rice,5.089311419118495,seedling,5.83
+20.537338721491,44.30891711909776,6.782220173493735,9.50002868834493,moderate,clay,10.99136858031973,34.51727147025623,good,cotton,6.411806123320151,fruiting,15.47
+15.869979996708754,79.34934880692738,6.050189005388421,3.301144664161469,high,peaty,7.552579128993517,34.471704879420884,poor,rice,8.567752603231627,flowering,10.32
+25.231239344634933,77.12021668188092,2.0473465505733834,8.475179698570074,moderate,loamy,38.77125517623328,13.561327732130142,poor,cotton,10.771436770398154,flowering,19.75
+22.229828799146745,43.575198835150005,2.4463832936266625,8.347738456731456,high,silty,38.2996089267912,18.61542716673222,poor,wheat,2.3943824098690296,flowering,10.18
+35.224443740342714,64.06530603605643,12.636332690990873,2.4613653822465817,moderate,sandy,16.384686892214763,35.4586634347655,moderate,cotton,11.921048568295037,flowering,14.02
+35.00910471138363,70.19320890162362,11.37142476872065,5.26602413093299,high,loamy,32.64542924266565,42.0308204245524,poor,soybean,6.074919768775151,fruiting,9.92
+26.425598804815635,58.4905448661972,6.043946389220958,1.3617908064864368,high,silty,35.53921687667098,17.680099864945753,poor,wheat,3.299969800132723,seedling,3.13
+30.162805633080477,86.17429653264102,12.513055430149649,4.190965055996158,high,loamy,21.26614737243967,38.07728858293673,moderate,maize,5.312487875923591,seedling,7.13
+30.10648789967313,86.62952334383915,1.6711096799418874,7.57880959032658,high,silty,12.829398701612782,44.81901014293236,moderate,soybean,9.957524326540744,seedling,14.75
+35.678953710690585,88.04804386412454,9.559221796980946,3.1336252309932187,moderate,silty,9.543168955877633,14.7122057150615,poor,soybean,7.74283447755692,fruiting,10.48
+25.625060353079935,84.27388552785303,13.08855276435718,2.0541513766807897,high,loamy,9.928782999878624,27.5641358292778,good,rice,3.1083837214490746,vegetative,3.36
+21.886166994762725,59.04667817577157,12.663531349953116,5.56411195841508,moderate,clay,32.892660415795234,44.02222086762168,moderate,rice,5.8828199692564445,seedling,9.26
+21.625872953513685,50.51506385192057,5.905350019156968,5.832877459362689,low,silty,18.454553525919195,24.825075883296563,poor,wheat,2.5546238508612555,flowering,9.17
+28.404806982055103,86.51010269714965,11.305890869326342,7.082460381890423,low,peaty,29.272767765769203,20.778293065563357,good,soybean,2.667060932723993,fruiting,10.36
+26.22870506830532,59.216116684501344,6.6982881100382246,7.832239721223316,moderate,loamy,23.85427020348696,39.82459010432505,poor,wheat,4.208352833530688,seedling,9.89
+26.003019274623405,39.70971189023855,12.682003383654266,7.262285781381896,high,clay,18.81339331482093,26.03111671934414,moderate,maize,5.5123372378144975,flowering,12.34
+17.27843347724268,60.5874825857773,8.196048277247833,8.608709874653655,moderate,sandy,9.333550871449116,38.25246968499744,good,rice,8.932095401508523,seedling,14.83
+32.965093517254886,31.34798575353937,11.590427212023096,3.006158178538359,moderate,silty,16.67071456701283,15.055648174418575,moderate,soybean,2.1706309167395736,flowering,4.51
+20.34341719954777,75.33035924790391,1.63928794322924,6.127900715948465,low,silty,34.406087229883255,32.14043606712292,poor,maize,5.1527187471301,seedling,10.05
+19.923840755218038,46.87370252991251,9.05537658832851,4.240858216791926,moderate,peaty,33.39892779354931,25.17843368947419,poor,soybean,5.575100390153208,flowering,9.62
+25.318958006934835,40.85270387579634,8.47912057330541,9.65901121301478,low,clay,5.992900718798939,49.89220250642403,poor,maize,5.096036989394343,vegetative,14.44
+20.694458540445037,96.5206996987796,9.34466246515982,4.962515710733414,moderate,silty,9.90967954312948,33.65565678414552,poor,cotton,3.4229536037176294,fruiting,7.88
+29.596456682700385,82.15047966066462,10.586803314776056,9.63742539820201,high,clay,31.456542585663737,37.28661264701015,good,maize,10.6085344505024,vegetative,18.26
+24.286583483361788,82.96556021791453,13.81258006549506,7.921590886531954,high,silty,16.750651372823135,15.241404673887908,good,cotton,5.211976181762847,vegetative,11.37
+26.222793064819754,69.89775754233467,11.89239018575245,7.466174758618291,moderate,sandy,27.52568734354881,49.67876871032471,poor,rice,10.444704597210915,fruiting,17.97
+28.42923304010072,87.13382484082376,3.684750875806118,5.424073407296442,moderate,peaty,24.693650864791746,12.056178646258417,poor,cotton,3.899791810653423,seedling,7.29
+20.08838806204512,80.7329984930705,12.475495904735393,4.990403208300419,moderate,sandy,27.82235603882099,12.833466840134754,good,wheat,9.22717886244355,flowering,14.01
+18.893790571638245,67.90189633068933,2.270155325418887,5.738933687665663,low,sandy,6.879379282350055,13.029410970728184,moderate,maize,4.005508807737985,seedling,8.39
+37.01054757184012,96.88995214813738,9.521879492288509,3.642697566342579,high,loamy,37.589172193557935,44.82402579521422,moderate,rice,5.422801281705691,seedling,6.75
+25.84309257078553,35.32759597475384,13.299930219566177,9.1405894585462,moderate,sandy,5.733934241436035,39.14357234987391,moderate,soybean,8.774398574496274,seedling,15.41
+25.30234024081348,95.47037751958008,1.9662697861161071,8.148975897388297,moderate,peaty,5.281137359466086,48.922118035319336,poor,maize,7.480021181225996,fruiting,15.33
+15.890303756821035,52.11505295990919,12.82054347299878,8.212562688925395,moderate,peaty,12.915355083611407,12.662413322303522,good,maize,4.667271691566265,seedling,10.2
+27.449407564684837,62.27191867211893,12.08000064633856,4.898382359044925,low,silty,39.77235718007566,37.667025743679645,poor,cotton,10.812853669218397,seedling,14.43
+28.854243040275,29.81914556354472,7.804743790666526,1.6398005341979536,low,sandy,7.538635211013069,31.33077136138848,good,cotton,6.724904097366082,fruiting,8.04
+28.97102177386666,63.20859511374327,4.979015233283359,7.147695861336507,low,clay,35.607506090375,35.56544756443598,good,maize,9.884384400703173,vegetative,16.65
+32.675779233072106,68.89654014865548,6.378854307037385,4.3697222557427065,moderate,loamy,10.568117465515703,30.51665493985524,moderate,maize,10.621277198040207,flowering,14.94
+19.437045874775293,99.81612334468193,14.54554296765307,8.833872812057429,low,loamy,8.81861526165668,37.01387821125961,poor,wheat,6.499446275566013,fruiting,15.78
+21.30557835576547,98.01539288572212,3.4246145642017725,8.023045946048772,high,loamy,32.2639639166683,46.28236375985058,poor,soybean,5.330654397919525,flowering,12.73
+35.26826163076032,97.31178334994298,8.904262173533482,2.3079532779078047,moderate,peaty,34.633755009378405,33.498955040760094,poor,wheat,7.534550890179338,vegetative,8.41
+38.67926542108485,47.87104480816459,1.7069908442409158,6.4154415748466285,high,peaty,32.726401096072394,45.85663503414152,good,wheat,2.824515947643273,flowering,8.37
+18.398318684183018,99.30131989960348,3.659449430742997,7.229925333344659,high,silty,13.43601077157122,41.28649262871795,moderate,soybean,8.837884204715904,flowering,15.48
+27.441238862630456,56.43825212760887,11.56808762708055,6.113238218419252,moderate,sandy,35.79449541236778,44.596961362417616,poor,rice,9.543314874675172,fruiting,14.72
+20.354406318489676,88.14690070095205,4.887686085227644,5.626379585397351,low,peaty,7.515990126654842,36.37003469186027,good,soybean,3.061639355235994,seedling,7.17
+16.50182920887456,37.30559752151776,14.793608023159653,3.050767675053472,moderate,loamy,16.969211213367082,30.744231049046185,poor,rice,4.962622275288318,seedling,6.42
+23.137583453153383,60.46665437252819,7.76184712486068,3.1231615997906594,low,peaty,21.211409400472288,12.782174960347476,good,maize,9.670370333395438,seedling,11.87
+18.59219062960532,97.28096769020844,7.989820216962271,7.912073247782991,low,sandy,7.370734506245796,43.39609854592323,poor,wheat,5.164526078599003,seedling,11.28
+32.74832683585616,95.7625117538742,1.0265637203681612,1.1682080700720143,moderate,peaty,25.294514749201564,19.68042959838323,good,maize,8.141409132338481,vegetative,8.04
+28.34313534178611,74.69879022571413,14.369637868870358,8.010190564350186,moderate,sandy,24.578405597295657,11.466439728042142,good,wheat,8.010938683302456,fruiting,15.45
+18.59586177475777,83.82514580424478,3.02638489282406,5.741188628852252,low,silty,39.72639012178643,30.762847197441868,good,cotton,4.593159475831063,fruiting,10.56
+15.23103971013786,34.11413572819211,8.305938682751417,9.426003871463523,moderate,peaty,26.75824009757843,35.30062546013846,good,wheat,9.657354626038178,seedling,16.63
+35.203926225605315,77.7326839587326,6.2372818444016085,9.975893929506308,low,sandy,18.914098688664865,36.47325605608975,poor,wheat,6.940266293836287,flowering,18.75
+19.40486015410619,69.44406466682977,6.525978160796783,6.971361085980652,moderate,sandy,32.656469663711974,36.78863158141051,moderate,wheat,3.2016569165402124,fruiting,9.3
+30.155416055519147,27.324138860099687,9.827852407523572,4.710314749781233,high,clay,16.723845146075902,36.148895740970886,good,rice,3.0174435442992857,seedling,5.21
+23.42304782691864,29.052720527174102,10.100285817840923,5.27577317704625,moderate,silty,23.65040290303879,42.32768568243648,poor,cotton,11.173597923468783,flowering,15.73
+29.637148457875888,28.675489420100952,2.7371849154424046,2.837938848863569,high,peaty,6.941436237762727,40.77446435795614,poor,rice,5.821375045501982,flowering,7.2
+22.8913406745581,77.94855478638685,7.744006470267437,1.8931089159233287,moderate,clay,16.293302106311565,42.51336110432115,poor,soybean,7.53988301524654,seedling,8.29
+17.173489017306355,31.3372166598058,11.961923012556923,6.208870539719216,low,peaty,23.483780516389796,28.41048557351856,good,soybean,8.408636315050376,seedling,13.22
+20.57375021394384,57.418581689157634,6.927654011507329,8.249455881699406,moderate,loamy,29.580916280381537,12.512749834162706,poor,cotton,9.240413591333615,vegetative,16.04
+19.70146416197689,48.55854447022062,2.904164826985412,3.3558986595629188,moderate,loamy,8.466147662966197,35.58305058184017,good,soybean,6.13239306483713,flowering,9.54
+25.70048381099109,64.04033126161742,5.041645675772015,4.776875292208149,moderate,sandy,32.901535520037086,18.40858990738342,poor,maize,6.881255864133006,seedling,10.08
+31.45709458565393,76.51811897755223,3.579503679523518,5.992962955992827,moderate,clay,36.50556453279425,44.38086226590429,poor,rice,9.306663276985494,vegetative,13.89
+21.59515187365894,74.77780297770656,2.324353284765137,9.171080379730515,high,sandy,14.836300794638294,38.8666287907665,poor,wheat,8.579618644149438,flowering,17.41
+15.301748382515449,61.24159327315013,5.974926347812629,2.2476810489585044,moderate,sandy,31.787130327450644,40.63479533294178,moderate,maize,8.176168686165944,seedling,9.2
+27.973434106618924,57.14678988883084,8.343575526372089,3.131948518566964,high,sandy,11.3121971906243,21.456888418279878,poor,wheat,5.879053012662499,flowering,7.33
+30.1439872339743,51.825247609780696,1.5548971165111605,9.266774066072063,moderate,loamy,23.319555511484133,35.322164106880095,poor,soybean,11.657093407248116,flowering,21.53
+39.07176235004524,88.95279586435035,9.25543889730866,1.3558203383922265,low,sandy,32.9172377775226,31.123357497933757,moderate,rice,3.8453347706185608,fruiting,5.07
+29.736770077331173,46.4681443898116,14.898854382459309,6.905040706538728,moderate,sandy,18.527208995246056,20.738074589057995,poor,soybean,3.166148616024202,flowering,10.21
+26.779313984453545,40.74926569339959,14.479811514291212,6.755732948961564,high,sandy,5.920508821358732,42.48902507495272,poor,rice,4.85913136058314,fruiting,10.4
+29.3350406474426,79.4652394924217,12.523015488987804,4.449289902693076,moderate,sandy,23.898858132496468,31.99833660793474,moderate,wheat,4.51598625965793,vegetative,7.89
+38.19751574655068,48.78107693573811,4.361946135634844,5.213482111064063,moderate,clay,34.56449555152586,17.63153024242238,poor,wheat,11.608519507599972,fruiting,15.7
+35.70945364004116,87.75988798058148,0.8249101489508258,8.694261563325052,moderate,peaty,8.791458206010773,22.209885015207437,good,wheat,2.0837092400190897,seedling,8.16
+23.0744683340952,46.23109749097158,12.58635469180134,2.484838570121012,moderate,clay,6.037449074987885,19.08429836993127,poor,cotton,10.800929145200715,seedling,11.92
+20.931359091428437,76.15558596596705,1.3079433636913418,3.084107304510344,moderate,silty,33.31642715946052,22.49599681997282,good,soybean,6.0636893366642814,seedling,8.08
+21.56584030915184,23.608720502826888,3.4816071813261704,5.611153702959014,low,clay,14.349640253497451,17.526767703572148,poor,cotton,7.674558940386678,flowering,13.92
+27.610525992880326,50.8450304088256,8.394571623978374,4.687708807000272,moderate,silty,17.752029700860938,24.84555588773098,good,maize,8.935464352772392,vegetative,13.07
+33.601236280714446,47.45841399740412,3.086481567582832,6.169352477906653,moderate,loamy,8.044371046660997,37.75932680261456,poor,cotton,2.4493605769092457,seedling,6.68
+27.580480179574053,85.33429914207387,12.589930803830308,9.287552674844164,high,peaty,8.381664454856354,48.37197717153696,good,wheat,7.175065724210758,seedling,13.31
+16.694909895702814,97.3644322582648,11.76881559576752,9.253918159640529,high,sandy,26.50901749206023,18.42144229944967,good,rice,2.396157712111953,vegetative,9.99
+33.08951751099953,56.87050213543692,11.458657833190122,3.070165057434925,low,silty,24.32803772712725,21.993184349352077,poor,soybean,2.983004242946919,fruiting,6.0
+35.14925321677384,85.98690217230065,12.33385043051486,3.719301515639564,moderate,loamy,15.234062174498831,10.086142839890208,moderate,soybean,8.273925244050599,fruiting,11.15
+22.23744662799299,75.9755760765892,3.685675813836875,2.458618131673269,moderate,peaty,20.84581446996712,19.01218672164561,moderate,soybean,4.748762014679816,vegetative,6.38
+31.60314348208376,97.39087901309546,11.068939454171366,9.350113343175336,moderate,silty,18.58692175200588,26.738074126859964,poor,maize,3.422086477702336,seedling,9.99
+25.664797526359838,84.88868114742598,5.6515817875805885,4.580777171783756,moderate,loamy,29.32685207474499,28.469496202759743,poor,soybean,2.495264953230333,vegetative,5.78
+37.22798389318607,26.198245277098444,10.169249013741792,5.047346303953095,moderate,sandy,35.17311586847556,20.653259649770533,good,maize,10.040832438564149,vegetative,14.53
+36.130638954018494,77.06253779057889,2.269315065152034,8.223767026997137,high,loamy,31.77858468061058,16.01291873979859,poor,wheat,8.332008528686872,fruiting,15.36
+28.135799957741057,62.83997723378989,10.731005410935468,5.616761255292627,high,loamy,5.154267738387018,32.52278873963385,moderate,rice,2.321136676028813,vegetative,6.07
+32.28763864533986,21.31488463458617,14.595562054561304,2.077799339993609,low,sandy,8.48437113924174,26.36756849199334,good,wheat,8.336418256153006,flowering,10.58
+37.083742525552594,40.10503669803549,1.1322052971213856,4.940638384984269,moderate,silty,20.028187301869437,27.050635000793516,poor,cotton,3.031502750922688,fruiting,6.92
+27.39292525195689,93.74041960215143,1.860519066922729,6.674716389507686,low,loamy,34.81295995583852,45.79922336431511,poor,soybean,5.274494921884262,vegetative,11.88
+22.83126851222055,94.08490982294023,2.292733126401201,7.472881789813328,low,sandy,13.294096582591576,32.45771618162564,good,cotton,8.599168856077213,flowering,17.45
+33.84165344773953,83.90803681605075,6.743176621648868,6.808166675046046,high,silty,35.76332302919781,25.533575663310547,poor,maize,4.84754680253452,seedling,8.76
+20.501656369617294,98.54236826223917,4.716312681529279,2.07262647309127,moderate,sandy,8.850478048939607,20.151592183109287,poor,wheat,9.582743358852984,fruiting,10.33
+24.71327870015105,84.5236179699364,12.20034222634006,3.739100726456365,moderate,clay,7.541249334696598,27.143908192410255,good,soybean,7.186088606853064,fruiting,10.59
+36.643180927669846,20.816334982819612,7.3699149684139424,7.602081804668938,moderate,silty,36.96968940009592,44.474738009308346,poor,maize,4.492784051580378,flowering,12.01
+33.11055850673287,43.02674722412094,7.52579146898401,8.921711749024674,high,clay,10.6691924098842,48.60400198365992,poor,wheat,7.565316843742243,flowering,16.24
+25.09527513118748,22.44993457902103,10.897052469217629,1.4246777355603375,high,loamy,21.23214535712405,25.089230586333635,moderate,wheat,2.3414198669851958,fruiting,1.99
+20.36861256020893,27.52863749900476,5.748550246768313,1.3800619726297945,low,loamy,16.40849654617721,18.35928562472408,moderate,maize,6.389348590687528,fruiting,7.86
+23.89920977080591,37.507265356062085,5.621505087596721,6.790640764051561,high,loamy,10.16727521327033,46.58078634538092,poor,rice,5.25514045597491,seedling,9.38
+22.102603730685825,60.2846837060418,11.475432620598466,5.932415387469528,high,silty,27.12388552360128,15.77748020817662,good,wheat,6.18530792020793,flowering,11.26
+19.402232198596348,87.80256027696142,11.81060531463309,2.3980514546594263,moderate,peaty,38.72854499460277,21.89541032310349,moderate,soybean,8.11290912231306,seedling,9.08
+33.58332283914142,88.95734049256865,0.7087822017258829,5.934624235272644,moderate,silty,28.03383063989784,18.165837593867074,good,cotton,6.237885955510812,flowering,12.21
+21.301747171254288,69.29614868458373,2.5849618996906285,9.77038609150766,low,silty,17.379453897206567,32.6331834125276,good,maize,7.544083627975612,vegetative,17.09
+26.354186754194096,94.2540751252988,3.589923626652957,6.678101983569625,low,peaty,29.91289345334711,26.34564493874609,good,rice,3.114221378763318,flowering,10.55
+24.64648617090273,60.00498612721665,5.598206796989206,5.042270404447468,moderate,silty,10.013685441440671,21.486654031754803,poor,wheat,5.098432054018103,flowering,9.97
+39.55193446589077,91.12288353065613,4.725997209763319,8.44779239145618,high,clay,25.30057087426936,40.71712478866648,good,cotton,6.226659076276701,vegetative,12.94
+24.777306103705516,56.32522050656097,10.19354070163001,2.915402370869364,high,peaty,21.43101061511693,36.56466831943716,good,rice,2.536764354411723,fruiting,3.98
+16.99956206991887,42.17800059375058,12.507960890142892,4.728937877442219,moderate,peaty,17.599424999827335,49.82045898459009,moderate,maize,11.48473332008946,flowering,15.97
+17.2456438143021,93.31303344803422,3.2852612441623505,5.749911026297626,high,clay,30.884855585029868,22.479528330374208,poor,wheat,11.059681824709354,seedling,14.4
+29.76884303382662,51.03480605430954,8.663210878728252,5.540859028456799,high,peaty,9.147050089785402,43.8112426842324,good,wheat,5.332519208827033,seedling,8.54
+29.98408879345664,60.27232870755693,5.833335640675022,9.28875222290037,moderate,peaty,23.64766664191109,22.100298677319746,good,maize,8.273232059423172,flowering,18.03
+25.46897476206637,46.30885060245418,7.833779188167897,3.6340129652200814,low,clay,34.90390642936705,10.36149433356802,poor,cotton,6.7362581586858274,seedling,9.29
+25.79609230780074,73.02700802325839,9.50098870585921,1.5085334865665767,moderate,sandy,12.059855449354126,16.03590745483427,poor,cotton,7.62621766331938,flowering,8.6
+16.34831457102178,99.60249800048284,13.457197370889162,9.247394840623675,low,sandy,14.258943467532108,30.338820734715416,good,soybean,3.216370915407789,seedling,10.35
+27.91366275973156,22.041083909181573,3.2882436834955704,2.953608914245084,low,sandy,28.12351274701236,42.400373598324016,poor,wheat,7.4259940634313715,vegetative,10.37
+27.61848688450879,91.98784048056812,1.761595512312875,4.411251765790366,low,clay,32.04054354384232,12.296503761349191,poor,maize,4.536376410544586,vegetative,8.79
+18.738732963923614,20.314084559141232,9.594572826157613,5.778024620662694,high,loamy,14.916746048362054,43.28058397754703,moderate,wheat,8.110328376556227,vegetative,12.37
+17.59598465277319,49.13823049169689,6.214897307203084,9.78292423493392,low,silty,17.596430298786835,38.64297572913335,poor,soybean,9.675499754760988,flowering,21.33
+18.089312264987264,33.488544503161144,2.8620890527483343,5.817415974657383,moderate,peaty,30.89693690113184,11.380763323903258,good,soybean,11.020032088411396,vegetative,16.04
+17.525706162281462,80.5873424538041,2.197763926645248,5.029689758936311,high,clay,14.986328279796169,14.251830655310233,moderate,rice,2.3359352871038315,fruiting,5.7
+30.242704888418995,24.04886726057388,8.604191909673432,6.25274631565882,high,silty,28.318662664726983,13.025198533643376,moderate,wheat,7.2367873929306175,fruiting,12.37
+19.91206631007297,64.27879628674623,4.856823620658836,9.73727343925424,high,clay,10.559216278202394,37.1597198538953,moderate,maize,6.081404099013069,fruiting,15.14
+21.285753804686586,43.59409070762501,14.96268250399668,8.361501388807964,moderate,peaty,19.39586608209444,32.44118371441162,good,rice,4.248303431152664,seedling,10.5
+19.339303603785996,30.69361990917617,6.385561880295353,2.520713226807299,moderate,loamy,29.10370234031311,24.35433177881788,good,maize,4.639855750123786,flowering,6.12
+38.945882611212575,81.74545696821127,3.578155827095149,8.229340134137882,moderate,clay,21.09665946356853,13.53246300378435,moderate,soybean,10.234448853526317,fruiting,18.19
+36.36543657879589,37.39334674042054,9.618311154200528,8.569891538234996,moderate,silty,5.6733071925485214,25.719260263976903,good,cotton,9.375292079182024,vegetative,16.7
+20.76237093378802,37.89401696439512,4.04169590051235,7.216246935626197,moderate,silty,19.22331249865799,37.286922674537166,poor,cotton,11.032202660659788,seedling,16.11
+23.18915734805315,42.00614281103384,7.664247626851836,6.915101132505378,moderate,peaty,15.091735181138596,13.736469319967243,good,maize,9.848992595676789,flowering,16.87
+20.24732105762493,66.94134110624219,7.497354663954607,4.967893007630238,high,sandy,8.54487639902758,44.26339806212441,good,maize,2.56839503680124,vegetative,5.56
+27.2968989865206,72.77327453525986,7.076585630878189,6.775258484075083,moderate,peaty,5.319830407702789,12.516344692249536,good,cotton,3.1158933051843425,flowering,10.46
+15.49026331185634,21.4082018961076,12.043242595908836,7.63817474937032,low,peaty,6.593039054822453,34.327750406003794,poor,rice,8.792096232208106,flowering,17.44
+31.78420022241989,39.34957088910323,3.6408885212596656,2.105382232668691,moderate,sandy,38.22366802082093,17.565908131696467,poor,cotton,8.586039689850216,seedling,9.55
+28.07895374544104,54.47766740042263,13.612455923521816,3.315969641650921,moderate,loamy,31.24367226873885,13.66558697158685,good,soybean,10.922717469220345,flowering,13.64
+37.46597320752758,46.55815617289865,11.974437296596248,2.7467369106966464,low,clay,37.89095995195992,24.19886148517893,good,wheat,7.268443842667755,seedling,9.33
+19.109817108210358,90.73365268087088,5.330274281528195,8.57090653215413,high,silty,9.017436381705531,36.67712165230445,good,maize,7.759407668049744,flowering,16.11
+35.10273115152829,83.0166984709135,3.1187363410620086,7.120023323785909,moderate,clay,24.96784008094163,14.84211780348165,good,rice,7.224345583674945,flowering,14.76
+34.799025361667894,70.0712172431062,4.5532578553477485,5.057006856176589,moderate,clay,7.915099776686756,29.02789296142632,good,soybean,8.793346235674726,seedling,12.18
+18.17952973042217,47.04339327976318,5.323225580181636,8.434501754396212,moderate,silty,5.938223692024595,26.244284624596855,good,wheat,5.951966530939086,seedling,11.65
+24.96398060360319,76.05378758769278,8.575530947702177,7.451032059932596,high,sandy,21.319840055409006,27.098169656903387,poor,rice,8.136513327338045,flowering,15.22
+19.253816028612924,87.49104102766356,1.172338447797927,9.222337733907672,high,silty,27.62202415542485,47.73667000677983,poor,maize,6.907813174825829,vegetative,14.16
+21.36801251143872,67.58643018871894,13.75820738285477,1.6912629648812416,low,sandy,7.224682632367967,23.96119606179761,good,rice,11.4593833198121,fruiting,12.94
+21.58115437076361,82.75691735147034,1.930785421586109,5.582416433871117,moderate,sandy,17.777090085444836,49.66515631414642,good,soybean,6.19331194377359,flowering,12.06
+28.90590985064432,79.92839691197983,4.549464214450505,7.360731132186297,low,peaty,8.155845055107537,31.53564669808741,good,cotton,3.279896032214105,flowering,11.71
+25.28527329401164,65.73898489282578,2.084667850318016,2.867438681243612,high,loamy,17.673627466505472,43.69923541925636,poor,maize,10.22479020661832,flowering,11.55
+38.69332010015764,44.97465734572088,4.221755984622073,3.944136087742277,moderate,peaty,21.512849440343548,23.95457340872009,moderate,wheat,7.041110461265358,seedling,9.32
+18.159253548675128,79.66257264010174,12.646270369827722,4.77078626187844,high,loamy,16.813598486348916,13.39095284974443,good,maize,3.6064893225029087,seedling,6.06
+39.34230337125497,36.54370930860851,9.420049265057012,8.148930564435302,high,sandy,25.168715850524748,13.376145895685603,good,soybean,11.277158634097468,fruiting,18.07
+20.7659660053566,82.3590677177227,3.7961867637974698,5.442185809514756,moderate,peaty,25.46065197482897,32.96597152525365,poor,wheat,3.220149444048345,seedling,6.69
+34.32184840954633,84.36373537140264,13.140498682090396,5.435830295630104,low,clay,16.65273664730637,47.19663198418202,poor,soybean,2.6834749626865366,seedling,6.84
+23.47424815432053,85.77159036562985,12.11032485866803,4.877988566969307,moderate,silty,18.635944562721686,12.84883274364888,poor,maize,4.675414412707688,flowering,9.66
+18.577034885432848,57.83327767827661,11.42791459366292,3.0573018036668387,low,silty,20.437296626929104,37.5646919326453,good,rice,8.548837645797317,seedling,10.94
+36.447229631156,35.39846142163373,12.790674126592837,9.30764382051488,high,silty,18.14786573016445,32.530043621061914,moderate,soybean,3.119336072879852,fruiting,11.49
+22.72152248091158,27.9778880052855,9.48492038201557,3.860210085910079,low,loamy,31.62266811951801,36.09002453755815,good,cotton,11.675705357201872,seedling,14.74
+31.47138510567105,79.46890003903394,7.770841723062868,6.107190946929105,moderate,silty,9.898162640544488,18.62163824009723,good,cotton,7.350639986634725,seedling,11.29
+29.161092127165663,90.90091076238504,5.922057879485147,2.3390176197007584,low,loamy,34.99624004914672,12.820340495630829,moderate,maize,7.737125438970381,fruiting,10.08
+26.793907734771857,72.06706870695254,3.7445782959116265,4.908190528891424,low,loamy,16.59378560964786,12.989129176393618,good,wheat,11.503799202356454,fruiting,16.89
+27.39548681621348,31.53280483106957,8.582469035879974,9.13423164552296,moderate,loamy,30.338629898394203,19.86899110340895,poor,rice,6.67700649403402,flowering,17.02
+33.305947852307185,94.79171588140592,13.39763901285428,9.95918714659533,moderate,clay,35.93215282811984,18.54557061758348,good,wheat,8.960999782407217,fruiting,18.7
+17.194322853086014,99.12816116314556,9.112735940388712,4.255766710601204,low,sandy,36.06084455849249,15.054304356862476,poor,soybean,2.360569581018976,vegetative,6.47
+31.70451654894763,54.67028879479376,13.834299494949232,2.3859149168290195,moderate,clay,20.832777450508623,20.58731845016384,moderate,maize,2.368917435487232,flowering,3.76
+37.39530253496447,67.5860231419017,5.675301859100872,3.830063740573556,moderate,sandy,13.981110526563963,31.35894767247493,good,rice,9.430011738353269,seedling,11.42
+16.444704925496605,82.17828160013262,10.579500601648716,3.945175915483176,high,clay,26.201615006499768,47.98055240730892,good,maize,11.374497406700328,flowering,13.78
+18.51633348084167,78.91118320400358,9.905649350708297,6.800579148540859,high,loamy,11.438705370683149,46.890750395127625,good,maize,9.232496472294423,vegetative,14.23
+32.91579841755079,97.42297535467594,10.221290738909756,5.465410520451043,moderate,sandy,32.67089052539298,20.86854568462169,poor,maize,3.545281182092445,flowering,8.74
+25.93204120611544,29.19064728630311,9.853109177491492,7.916137554390675,high,silty,29.897071470249596,12.648391763700715,moderate,wheat,10.275195494929646,vegetative,16.6
+25.08871552034221,66.45798929142445,3.713992786588193,7.31172956047733,moderate,clay,32.84741835064239,49.82534354011808,moderate,soybean,7.918046325568497,seedling,13.19
+18.424165863605896,75.35451357384737,2.58206802510566,3.2617785153272165,moderate,sandy,20.164012794534425,29.056334113347138,poor,soybean,2.65399652006052,seedling,4.33
+27.669251017944703,91.2078739350136,14.69010971536485,8.058301208972003,moderate,silty,24.509990496428085,49.13204171653524,good,wheat,5.865039168270968,flowering,14.57
+18.16363277990943,89.92877021745205,1.1567793682162677,8.627156802233344,moderate,peaty,8.595432277421407,31.505680712221285,good,cotton,9.744636640555804,seedling,16.11
+26.91551140776351,98.2399834849032,7.282179061909919,6.385511707786016,moderate,loamy,29.06759661598637,45.4544328213462,good,rice,4.063442941156111,fruiting,9.49
+34.09038247404142,60.966276315014326,6.6636645985569976,9.349009383237185,moderate,clay,22.039353819540526,27.88882607411213,good,rice,10.232500001669871,seedling,17.24
+21.456608947179088,86.46086934505813,5.720274894118606,8.046533104610953,moderate,clay,22.823340570652928,34.880920441795446,moderate,wheat,7.745605488795137,seedling,13.57
+27.019654204493182,54.182536650186215,11.838765876862288,6.358563161858791,moderate,peaty,34.644725204207,31.429612714210798,good,maize,6.506506811807269,seedling,11.01
+39.80039923492089,53.78511022848258,11.307579180531482,9.15549397581997,high,sandy,32.03123883560949,18.79509276383156,moderate,maize,2.023406876099983,vegetative,9.44
+32.16626058385093,40.26786915782872,13.625761391184136,6.40322632216485,low,clay,23.73173894015064,40.5519314040801,good,soybean,4.595731911585607,seedling,9.45
+36.03391928262997,85.45898296153838,6.234569129710372,5.690720146036062,moderate,clay,17.428721437678064,12.192222944724897,good,wheat,10.18832281312718,flowering,16.1
+25.371190164013644,98.86520846508124,8.680603154977165,4.206325063699925,high,clay,20.625240472415957,24.49646983580759,moderate,cotton,3.0683292468282235,flowering,5.99
+34.196523078146384,40.50733826778063,13.438452186460747,8.945769975350007,low,clay,17.276728492707228,44.79610854430005,good,cotton,7.089127409507404,vegetative,16.0
+16.012729323533044,24.490527041685787,14.910796911403072,2.104544537855394,high,peaty,10.306189584762468,30.107350507400565,moderate,rice,2.3102650590119103,flowering,2.56
+18.072779563556125,85.24339499352058,14.554768254297649,5.261524427957108,high,loamy,27.60215911860959,13.105819095004115,good,rice,4.595159024062551,vegetative,8.06
+20.076764823001557,69.6184042027805,10.908736133396646,5.836719986875196,moderate,clay,29.203025090325823,18.30121014045439,good,maize,3.6517731838803296,fruiting,9.15
+25.04879811538049,96.77590404408036,2.576799588247604,5.992741960927992,moderate,peaty,38.99235120883507,14.385581202282117,poor,maize,6.169263423617568,vegetative,10.86
+36.14362195814408,40.17913752615618,0.8361971709988856,6.867008474367188,high,silty,20.94965665283729,21.105332278704427,moderate,wheat,7.954810626551668,vegetative,12.84
+23.656651269698266,25.682212640102485,12.465666167842656,5.552160618284341,moderate,clay,39.90523444656849,16.612473250572393,poor,maize,6.387881541454819,seedling,9.94
+31.365529837886573,59.39538086932012,12.69365935513147,3.311363328759344,low,sandy,11.548450492703678,38.47803133702674,poor,maize,10.208143990135245,flowering,13.95
+32.73285737008709,26.8372818372118,11.32223316982031,8.712499565255499,high,peaty,27.98207915432044,36.377052436297575,good,soybean,3.698616884560733,seedling,9.3
+29.65455885220853,40.9432000882166,4.558890546988692,6.917727950519755,low,sandy,39.81690250389706,15.403154682899077,good,wheat,8.194296442127934,vegetative,14.84
+23.931049204253405,30.07822886553346,9.777358964178635,8.723690323392756,moderate,loamy,27.411373928661924,27.799633304184624,good,rice,10.590232744200652,flowering,20.44
+29.42633354283861,37.9305743728063,5.085602406321477,3.4843914188233907,high,silty,20.83294635397018,21.83366316044339,poor,wheat,8.004094206551326,seedling,9.39
+23.55663981974365,28.491572225711348,7.034399568463408,6.733512054125395,moderate,sandy,23.03383053372061,23.488638774067542,good,cotton,6.4983422819067815,flowering,13.96
+17.0968434638003,96.31247995418283,6.045308732217402,7.427563705687556,moderate,clay,34.59288984692718,33.03919070634407,good,maize,9.366815494787442,flowering,16.49
+39.82009945465036,42.28501707597884,13.747781258455806,4.450646443310546,moderate,peaty,37.86886735253681,45.947561808217024,moderate,rice,2.920787715965158,flowering,7.19
+18.17956134081277,55.51180687940524,3.895281295786196,8.31019706386211,high,silty,20.887428590181845,45.8930006935453,moderate,wheat,11.654852597317626,fruiting,19.12
+16.808709595901433,91.88894461073778,8.875358116319378,1.0225789735806703,low,peaty,32.03295099216297,26.52085985768627,good,rice,5.384351415365542,fruiting,6.0
+36.963268730178896,74.18572703691794,5.734232170990958,6.354277751927994,moderate,silty,37.679094694937206,25.72780602451953,poor,maize,4.004628533585338,seedling,8.42
+22.545866522322378,69.44299844494195,10.114531122756274,6.522116233169174,moderate,sandy,14.874220149339475,30.71903483666247,moderate,rice,11.590416136234836,fruiting,18.06
+31.25742435183769,76.44505522886698,8.686165547073387,5.804587837347719,low,loamy,22.26062079816784,28.964600281447133,good,rice,2.0509123764018304,vegetative,7.36
+23.22514324155582,86.30578056843055,13.897676379806136,6.670436382275045,moderate,peaty,39.83961442334937,12.471400953312962,good,rice,9.877585312422278,vegetative,15.92
+24.78635676986178,90.21354142814089,1.9733761996675911,2.5050417132094323,moderate,clay,17.37174978238724,33.14997806208896,moderate,cotton,6.19350102458317,vegetative,8.05
+21.552824300419918,71.41117365320213,3.699292176473069,7.163033336221382,high,peaty,26.68907845571819,33.38929838641357,good,soybean,10.108880611565148,fruiting,15.89
+23.57610014482525,91.2005819755246,11.61204547555031,4.022100665529988,moderate,loamy,27.996104451501598,28.013496349315243,poor,wheat,10.59118373295212,vegetative,13.55
+25.26751001466358,62.83180219403815,5.847409178475229,5.06848368318326,moderate,sandy,10.39519494317448,26.55858973280788,moderate,rice,5.150145744600903,seedling,8.47
+33.010401727308576,42.18326850147388,2.903864900316497,3.997984275966418,moderate,clay,33.23159589405691,47.55782979138333,poor,cotton,10.892988526670356,flowering,14.48
+27.788404855869796,90.40613671070756,7.798158259058122,5.265425831495369,high,clay,19.45152132403232,34.03296007232575,poor,rice,11.899475587711809,flowering,15.83
+38.58913042892442,63.31782619304697,9.9560598933651,6.59412303860573,moderate,sandy,22.51131947489147,42.651177608510615,poor,rice,11.489765118786629,fruiting,17.31
+16.047009845969388,92.49100700537876,1.1499873552257296,8.54509123805996,moderate,peaty,27.499486455873324,48.15364256530049,good,soybean,7.284246973139242,vegetative,14.42
+27.5767080658007,23.213425116046498,4.728517395827948,5.350915518761989,moderate,clay,19.366964302990095,42.40406759917667,good,cotton,4.001198138406455,flowering,9.67
+29.60561972079295,51.801260123298846,12.236626796592622,3.909014448432429,moderate,peaty,16.377886297647326,47.71918288533232,moderate,soybean,10.076062238835627,seedling,12.45
+38.00492465185685,95.82440146899744,8.043546215847817,5.391476910328459,low,peaty,24.125075486690005,40.37174307328333,poor,cotton,11.416054694152225,vegetative,16.44
+16.22896309053569,39.97200742066422,1.0129986200131398,7.19923297663464,moderate,sandy,17.137472696386915,16.80482087571989,moderate,wheat,11.6154923060531,seedling,16.28
+29.3374896233804,95.3228996830794,4.588289576483162,4.12030645053216,moderate,loamy,20.194540335184172,19.077216907208832,moderate,wheat,10.723037713473229,seedling,13.47
+36.34074821319892,96.31219689034,9.76753951170161,4.728538672510656,moderate,loamy,8.794262809859891,17.75581003713321,good,soybean,4.147837974003876,fruiting,7.7
+21.048193202980915,90.57138513806888,3.390712308881359,6.065558353078628,low,peaty,34.56600714770164,22.885043570124644,good,wheat,8.456171606360009,vegetative,14.1
+36.90730871309844,65.0934436074639,12.497175390181509,3.6460833744461514,moderate,sandy,19.409752884458836,24.199711824156207,poor,rice,11.226233244165966,vegetative,14.07
+15.476085231857295,71.75515592645108,10.310350652713131,2.881761935899976,moderate,loamy,7.897440263838,42.44727913922422,good,wheat,6.872180540937476,seedling,8.42
+33.31136572834325,89.56935987598953,7.334996383743,2.263530554769358,low,peaty,32.6508312793577,24.43407862737032,poor,wheat,10.16504611208254,seedling,11.71
+38.32783052921633,82.07176659113475,13.77654482546838,4.173489848134668,low,clay,5.686885896664911,39.08874709905373,good,wheat,3.0457473178739107,flowering,7.89
+31.429941541001558,70.40750795643292,6.181111178407595,1.4350861579425134,moderate,clay,25.977117019640254,46.15267094740366,poor,rice,9.717427743605114,fruiting,10.6
+25.9757310995112,98.58075262965622,3.908564453179237,6.251342740385514,moderate,silty,29.593231590544736,14.582136624355972,poor,cotton,2.647919379212741,vegetative,7.81
+16.12202541181795,74.85413090669553,10.090343391637164,2.5831842939777205,moderate,silty,11.692364263521462,10.010450117717902,poor,wheat,7.517910837302434,fruiting,8.92
+38.00284533306572,98.0385593958209,8.812780218317153,4.396553130970386,moderate,silty,9.594080022294444,45.54634380236535,moderate,wheat,6.282939906099843,fruiting,10.18
+26.757405567289368,24.59107796856726,5.361094563502765,3.423005338585353,moderate,loamy,8.985905962829008,19.53024726698573,poor,maize,3.833987229948808,fruiting,6.5
+15.7249186083987,31.116829659377,5.4831361391976685,6.673509697075744,moderate,clay,39.76654965607185,16.137510005734384,poor,maize,6.3705655372614185,vegetative,11.96
+32.24552678321905,56.11670768003925,6.274049475194476,8.653110953201796,moderate,clay,31.42803887116478,21.80835108183267,good,cotton,9.197340718617326,flowering,18.35
+27.04593133940645,50.790356870745214,4.721509228450855,6.699709386895105,low,loamy,15.94486646283204,17.4410443109537,poor,wheat,9.61481064952138,fruiting,16.79
+18.108632936060268,82.61878730856222,10.798500392233375,5.882544358060544,moderate,clay,16.744518644142495,41.74608014018448,moderate,wheat,11.217772216505963,fruiting,16.8
+20.35679523275649,32.8491221175363,9.944696873242478,7.021753653898379,low,clay,27.70186641229116,35.38032067893282,good,cotton,8.97415806926552,fruiting,16.25
+16.612267011396156,98.08761432891907,6.891275961922694,1.2699157398417986,moderate,peaty,21.01851854925505,16.69217151181026,moderate,cotton,11.963262478812425,fruiting,12.19
+29.35733849271434,45.20527002087312,6.268892798798939,2.105601948659078,high,clay,14.496905042179105,33.342550995517044,poor,maize,4.8622775812333945,flowering,5.57
+30.550736981300236,54.31389661921276,5.7932434057157245,1.8543451237393984,moderate,peaty,6.998381229860881,18.323642298371357,good,rice,3.546454242930878,flowering,4.38
+27.643557458886107,41.97960259520183,4.610290660187676,1.883774491739056,low,silty,32.434877574592804,17.902238896704002,good,cotton,2.9736875798651123,seedling,4.13
+35.427553325065375,66.34908938612378,1.742601615777361,3.344353436768932,low,sandy,36.08790529644834,33.81788015243099,moderate,maize,7.84589786216031,fruiting,11.07
+36.52522053270034,24.69029603380672,4.388967940076258,5.788470343448847,low,peaty,12.208575012818931,36.58748147497555,good,soybean,5.463780619748709,fruiting,11.75
+30.39060991707817,31.9742004456359,5.157419556049443,2.032134207910724,moderate,clay,7.219178997575288,23.848082084353276,good,rice,4.032754260696079,flowering,5.45
+15.318911992685765,79.66381627349793,8.441418090847478,9.416046170704504,moderate,silty,9.151892699909006,40.536303239489406,moderate,maize,4.129183495671841,vegetative,12.68
+32.38074139369339,34.92004667238432,11.71993338163172,8.688311223889738,low,sandy,19.4990759107674,43.48857957589961,good,cotton,5.469521371434146,fruiting,14.51
+25.44998042300879,38.84115612453303,6.237681100093459,9.744799184496838,high,sandy,15.477188652894222,46.65376818935726,good,soybean,8.861847157619763,flowering,18.72
+29.138937080659677,83.43857885798701,14.198975134855331,1.3825004057964154,moderate,silty,7.571023557262363,35.04239704654923,good,soybean,8.014719840574955,flowering,8.75
+31.22701505047211,27.46409426858029,12.496574469896856,8.662622023803847,moderate,silty,20.92040603713793,18.800995594194056,good,cotton,9.925862092161172,fruiting,17.98
+23.75591535817692,54.99790582166728,14.779626794314304,8.233606678973405,moderate,sandy,12.137161600917867,39.93859206747835,moderate,cotton,5.180281333650829,fruiting,12.83
+37.92746262929485,21.84507095977816,13.204944095101483,9.118952781422143,moderate,sandy,7.343200277330163,14.313833649894615,poor,soybean,9.14227695176417,flowering,18.63
+18.34937166874453,47.74459194543231,9.442526264985998,5.751497508938278,high,clay,28.027484856294294,17.248594458972356,good,rice,10.699189715092484,vegetative,14.63
+31.78779518202593,75.91851220886036,9.177949673342424,8.09100163698106,low,peaty,25.03772023406377,43.311525093767855,good,soybean,10.38382640216415,vegetative,18.44
+15.10898949891451,27.208262377378265,2.378128837936148,1.4615819140838715,low,peaty,33.92392642324052,46.43317769922133,poor,cotton,8.590266250426515,flowering,10.18
+38.11627763512952,91.0667701423008,10.974789108927732,1.6829001053558994,moderate,sandy,15.579852490035176,12.668682642320114,poor,rice,10.494812119012575,seedling,10.69
+17.81260333095229,92.75992343525728,9.202999435093734,2.0667901685462944,moderate,sandy,9.753793708491688,22.484861232942627,poor,maize,2.882785751119065,fruiting,4.38
+17.372105753689365,28.399230010010807,7.850515499241778,9.233099769683871,high,loamy,17.605626422741047,35.16710127201651,moderate,wheat,6.771800280802542,seedling,12.58
+23.325190826306105,99.25859491006211,10.552659652080685,1.5505241444960398,low,sandy,32.254746804543984,47.54590959746095,moderate,wheat,4.806801490392022,seedling,5.7
+24.339157150977016,43.80236427163912,6.9386937211509085,1.9013457402919984,low,peaty,13.460877430213808,32.8290176228538,moderate,wheat,6.891132111143134,seedling,8.12
+20.35750180807197,26.728133690528484,8.09596510492015,9.373693623665742,moderate,clay,13.925029747453008,42.83970209165487,moderate,maize,3.2661856496318835,seedling,9.82
+29.62804152317812,20.40536915978098,6.276108419647217,1.966533236490504,moderate,loamy,10.165463940779388,46.91020475890044,good,maize,3.1063605708535142,fruiting,4.65
+26.072852451049087,52.68183166110901,10.901877953875005,8.827806688528366,moderate,peaty,39.52800266463457,30.7617154500918,good,soybean,3.1011229741816395,vegetative,11.25
+15.854389726027186,70.38479885648941,13.21085907294438,8.103437092560577,high,clay,38.8558438835275,39.61798278342636,good,maize,2.917729576460735,vegetative,9.18
+22.99130155638252,46.57433999226506,12.692251617422738,1.3625378967893882,low,loamy,28.03182484314482,36.49651650585531,poor,maize,6.875878328227886,fruiting,8.32
+35.260822839329265,86.93738923796982,11.897366444717298,1.19662657200667,moderate,loamy,12.51863295001532,36.85448913911661,good,cotton,3.1946004885815875,seedling,3.3
+32.242538371546715,77.328502045204,0.6999217158959883,5.809495451622339,moderate,loamy,31.829471813517763,30.68266668034426,good,maize,10.392973594463928,vegetative,15.53
+33.121771339497016,48.01292255744261,13.72226672622316,9.974578633900906,moderate,loamy,25.437670035990223,34.92766628910388,poor,cotton,4.868325540655157,seedling,12.29
+32.45292310208809,78.74477332868837,4.485697950489213,8.90947144089088,low,loamy,31.234814849798056,32.17498024556535,poor,soybean,11.58045909974042,flowering,21.68
+22.77432553457583,95.23901895753998,13.375622172968953,3.7902289003415617,low,loamy,35.11436261543363,35.509720478085725,good,wheat,7.672248673675649,seedling,10.49
+17.491598051919397,27.447679883441367,3.3560374947959595,4.476783107038631,low,silty,16.146602854560726,30.207911591022203,good,rice,8.333386551772614,vegetative,12.74
+21.8116796008274,44.48831681260935,6.87486339565869,4.491153966142909,high,clay,36.97945602571445,18.89988059281593,good,wheat,8.226460010820112,flowering,11.25
+35.79463250462898,57.06607512933546,11.366282517740247,7.607609343145133,moderate,peaty,36.44954154058042,37.74473801141783,poor,soybean,5.333114133430303,seedling,10.36
+39.51176994457678,59.83921022038149,9.784044706519,4.070194773961452,high,sandy,24.149567540340836,25.361267346459595,poor,rice,10.696525529059226,fruiting,13.46
+27.346175368539036,63.37565159088589,6.530868101426734,2.3301735523773464,low,peaty,28.960004361590396,15.109660567358398,good,wheat,11.925728913906642,flowering,14.57
+15.242508873076057,44.05015252309188,10.340045922734037,7.723966677251954,low,silty,19.386256108923355,44.05296779879764,poor,soybean,3.616569042973718,fruiting,12.08
+18.501120303355727,73.38077167858793,8.459767895676272,5.122140564205941,moderate,silty,27.92859591489141,17.25388014484473,good,soybean,6.921047048136899,fruiting,11.23
+23.052014382906645,71.60676028238638,4.4981764462152185,1.6910085131782029,moderate,loamy,24.213546534707262,31.62835894172252,moderate,cotton,7.033135642014938,seedling,7.23
+29.464633714823744,66.22572050172911,9.871776959708528,8.110470416428548,moderate,silty,16.298696162463358,38.84469561422279,good,maize,9.824046815383966,fruiting,17.88
+16.87734114513285,29.10093773687013,3.461582751995589,6.267801375552064,moderate,peaty,16.29934966922843,35.90809674058911,poor,cotton,6.304454309392447,seedling,10.7
+38.58393246774704,58.15743128767557,10.5628301217579,5.404323927419059,moderate,silty,27.80831259164257,16.43438001261499,poor,cotton,8.773311333404639,vegetative,13.41
+24.12709183211002,48.49815099915005,0.5451077255370207,7.060088504325519,low,peaty,38.48198106518959,17.765525064513135,poor,wheat,5.586622529803161,flowering,13.69
+37.814605448120574,59.28307758704981,8.45720144954566,5.548309145383296,high,loamy,12.05418981867347,15.953919350793772,moderate,soybean,2.619650974313367,flowering,7.47
+34.51304506892554,93.74931484120208,6.315480599564045,6.835781331896493,low,loamy,18.738782851346237,12.901887524376235,good,maize,6.597137165386097,flowering,14.28
+33.885931812889524,58.442507452672665,4.895004720128236,8.807396908287895,moderate,silty,33.19982169552926,21.330939319593337,moderate,soybean,9.54695360688132,seedling,16.07
+30.1679894945558,21.118463347160947,7.977765524902244,6.521629313000128,moderate,sandy,9.305401586031842,30.965533597346987,good,rice,8.474603638653683,flowering,14.69
+30.66959542629612,55.10693904673048,9.857018671770376,6.9364044806884735,low,loamy,39.795837666721326,16.918035498529896,poor,wheat,7.262758392683842,seedling,12.81
+30.950080880406205,85.65185440395057,14.49702786009524,6.5247046247860725,high,clay,28.73485013461192,48.83437087454319,poor,cotton,11.135090786197257,vegetative,16.13
+30.71803467563955,82.40487385745345,12.579435103377415,5.780617998699669,high,clay,36.878016308692,37.95321925206631,moderate,maize,6.81798570516514,vegetative,10.8
+28.843205784959032,61.07120588225448,10.898673304715256,2.547751698779244,low,loamy,34.331874017870355,33.33738333244007,poor,maize,5.624891947860584,seedling,7.58
+39.66035046207222,39.98152102874522,7.445020219347623,4.021098792029789,moderate,silty,32.19972274412315,37.2567445277254,poor,maize,5.962267339924858,fruiting,9.08
+33.3072641856424,57.20709303316361,6.1860897351331365,7.2379807062231,moderate,loamy,6.151537110134556,27.43800042190058,good,rice,9.237269336764935,fruiting,16.3
+34.42365970981303,65.09617755345533,0.9716799914969596,4.829284960315994,low,silty,19.227364045586803,28.796327113369045,poor,cotton,5.289573468606236,vegetative,9.96
+36.811570377091854,99.98971506193072,5.706905094356198,4.655161107199209,moderate,peaty,12.065183813478406,45.54659825389745,poor,maize,8.402047901354361,flowering,12.35
+20.390994068146227,71.53424721355019,12.80146851075294,7.833423557175021,moderate,sandy,35.496666466616134,38.87757815381683,good,soybean,5.857879047503456,seedling,11.14
+17.09510397737652,75.54119440500908,6.068356438656204,1.0501197456129512,moderate,sandy,28.810019337945715,33.527473521762005,moderate,maize,7.757343543687857,fruiting,7.5
+27.072360914964968,59.31633148544415,7.192982486401124,7.110950322208046,high,peaty,8.747565913791915,48.00850221731565,good,maize,4.296672921689287,fruiting,10.33
+27.85201739048183,48.35916406260239,4.441599148361119,5.403038594410138,moderate,peaty,17.585921252295165,36.50565164767005,good,maize,3.987699381136912,flowering,9.78
+35.72954449874794,85.03623869177648,4.474925002793817,4.390863231217169,moderate,peaty,7.4257859232004515,25.94760403764406,good,rice,7.40392497718897,seedling,9.83
+26.094589482058392,59.594585947138896,1.3971405329303517,4.064829504162306,moderate,sandy,30.899881990776432,11.898316863564528,moderate,cotton,4.681595469441671,vegetative,7.26
+29.27132563860782,99.575210397162,9.400156921487111,2.555879457836526,low,loamy,19.64112914713106,25.627044249202783,poor,soybean,2.981236287413907,flowering,5.64
+28.176773462836454,56.569645941443525,6.997006344157523,4.0082687447374274,high,clay,13.202994422693664,46.99223219699562,poor,wheat,4.6406167593524446,vegetative,6.73
+15.955069593934777,25.440022691806192,9.286431708616522,4.522766248993356,moderate,silty,23.11917055778957,11.78599432118881,poor,maize,5.950602290092747,vegetative,9.79
+30.38037241492285,74.60625096720662,8.429860050418366,4.937040274823514,moderate,clay,6.471555217816039,17.382505836744144,poor,cotton,5.1879856144265695,flowering,9.4
+35.701082144356306,23.731316074064885,12.083246515809034,7.050705748097748,high,silty,14.005311465079425,42.349902003778496,poor,rice,8.079619257661466,vegetative,13.62
+18.937513701895096,40.04012775077626,11.389672728516354,5.082139174807044,moderate,sandy,11.135647506163302,24.59819304443382,moderate,soybean,5.575546184141151,vegetative,9.65
+29.85829334816489,48.29906022239227,11.686080870499252,8.166558738010156,low,loamy,37.57252811234366,17.435947107729483,good,cotton,3.916640865207382,flowering,13.41
+29.84026361116036,79.15868684970621,7.738965600654295,6.75764197640537,moderate,clay,18.19875921079364,42.62660584102329,poor,maize,11.10286409378082,fruiting,17.93
+19.10462410140897,59.53887411260902,5.631279594631993,2.706373715446804,low,peaty,25.456553824046463,32.337585693565984,good,cotton,7.783856111358652,flowering,10.47
+18.0865893432684,22.291674504820527,14.034830562727816,3.494558554934621,moderate,peaty,22.602968279148367,31.938538469499896,moderate,rice,4.282897732627662,fruiting,6.99
+39.50129857441212,69.34798810207377,1.2869117188900323,1.713242677972469,moderate,peaty,28.072170589209065,21.751397892665715,poor,wheat,5.315347085875127,seedling,6.27
+24.84297924132594,52.91489899413299,2.71300896382834,9.5114957943099,moderate,clay,14.769061080306146,37.00538813607615,poor,rice,7.697544212675091,flowering,17.8
+20.68554321808823,93.74676079736857,6.584186836561276,8.978954331063399,moderate,loamy,9.227285277022084,44.47304353457911,good,wheat,3.290776329043166,seedling,10.01
+19.283113611359376,59.96498489121883,9.402385962236162,1.763166029058434,low,loamy,7.85080621211866,40.00821233114532,good,maize,5.842131802977884,flowering,7.96
+31.69004283958088,76.71801167514712,0.6189054346974638,6.16668414262714,moderate,peaty,11.768893748795708,34.4970431441259,poor,soybean,3.8634235840342814,fruiting,9.85
+30.23613243318197,37.50947938636375,10.93018088001156,9.643616369747368,moderate,clay,21.89903435390157,24.02078116679773,good,rice,5.645277512736591,fruiting,14.92
+31.08880307468544,80.87788516253227,8.601534870453763,7.724285109515401,high,peaty,13.2609585136702,44.19214390616334,good,soybean,6.357307456315635,flowering,13.77
+17.200150687786305,77.67642483869379,7.528190000815416,5.426309745736054,low,silty,20.190072754783028,32.644303601367,good,rice,7.499102799015644,flowering,13.94
+37.33836458746092,92.32653668330464,6.640678063004089,3.1699269001597137,moderate,silty,6.025589356237056,45.58339125467846,good,soybean,2.227017286589647,vegetative,4.88
+24.731659920226207,22.705731337535937,8.032561960239054,3.5113336757316604,high,clay,26.964288419309195,20.167144131656958,poor,wheat,8.92922053728092,fruiting,10.62
+22.834235160758947,55.80005580939609,2.8458931499853404,7.626141592042246,moderate,silty,35.73565596038537,36.17182011842136,good,cotton,11.11848499367707,seedling,16.8
+26.55903618119348,74.33243221917041,2.0763202195162465,8.02517745919462,high,sandy,6.665647899331884,47.40755602509486,poor,cotton,5.020105284487479,flowering,12.79
+24.751651643690707,27.613112006417204,4.699743441901657,5.758239919162893,moderate,sandy,12.631391823958792,24.963427206024072,poor,wheat,3.038315444438678,flowering,8.73
+36.58942507847865,52.84832537191299,10.787819483787208,2.088538313650343,low,sandy,16.121964316621984,48.05065452315304,good,wheat,11.020428403858002,seedling,12.5
+38.2315243799473,95.37172824529564,9.030174315614698,9.40481536263935,moderate,silty,15.05342009804401,25.69848110578254,good,maize,6.266342601735164,vegetative,14.38
+22.586330411240155,54.87475927129026,7.461783755475683,8.602864611100614,high,loamy,6.413480406996186,27.507521206702734,good,rice,8.878917036833894,flowering,16.88
+36.59839518649887,98.83238267845051,8.787054005491425,2.2648490112468056,high,sandy,8.730246616448653,42.25789492934747,poor,soybean,8.13829755816015,seedling,8.53
+34.53807823832668,24.547124886385568,8.609241189070476,1.51054825265967,moderate,peaty,36.93616261574945,20.43086594444234,good,wheat,10.551884788896048,flowering,10.71
+38.270191808619046,77.42638209127131,4.952107919603918,5.822809144747603,moderate,loamy,29.89766306365142,38.23492202176947,poor,soybean,6.874218429302553,flowering,12.63
+21.143757804647198,66.48129889986156,1.9131112350485249,3.5572835595657337,moderate,clay,38.54533252847333,21.93556762053404,moderate,rice,9.02065196053235,vegetative,11.94
+29.42397875302448,60.04317417057003,13.503344345614234,3.549247384731112,moderate,silty,20.41617374273858,33.750808271271325,poor,soybean,2.4690520957810387,vegetative,5.3
+21.863614618511114,97.66779211880076,9.19871330804676,1.7849943347537058,moderate,peaty,35.76615974673149,41.03843518288015,moderate,cotton,2.098914422714308,seedling,2.97
+35.60236226210935,30.37203203929029,10.617345995372348,9.580472517442487,high,clay,33.57887226509902,11.04557233465008,poor,maize,9.77859634106833,fruiting,18.29
+15.133104764276606,91.67991613447307,7.2279597533208495,8.471498136938601,low,silty,35.62293694284158,13.539082950277352,good,rice,9.696332933093256,flowering,19.35
+29.120479072159903,75.29923289092882,11.468968409660157,2.0245113268832515,moderate,silty,6.370395633930746,47.37497421990005,poor,rice,3.525887485817395,vegetative,4.79
+23.48008578179795,40.71968586397062,8.975210327690675,8.889388908857473,moderate,peaty,27.83804798763654,42.633181857329376,poor,maize,8.173019324894774,flowering,17.8
+23.067092676945503,92.13353165058348,1.2801162704092583,7.146604503668233,moderate,silty,24.83201298549112,45.08038082415424,moderate,rice,5.34534009868083,seedling,10.41
+31.122658096622924,54.34359342888106,13.406407013208522,3.928970186457478,low,silty,24.08255153276925,27.557666702071717,poor,maize,3.962936233571635,seedling,7.1
+36.28711123284985,85.13818624584567,4.93027412842436,8.841254989736186,moderate,silty,22.65343882312407,38.65407493388399,poor,wheat,11.38176554358892,fruiting,20.51
+30.229884784833157,51.106921363792,2.4994162726093645,6.382199690037625,moderate,loamy,32.85917904557179,49.93100947939547,good,wheat,11.339668198495424,seedling,15.65
+36.32932446616806,88.07446619465928,1.7765946117125788,8.638028599009475,high,sandy,38.8819924278617,27.301249542213476,moderate,soybean,8.751511154690533,vegetative,15.87
+21.61492779702575,70.93032947560388,10.946384550710606,5.223411320385272,moderate,peaty,34.01215913943835,43.871193192526654,moderate,cotton,11.94443087379749,seedling,15.21
+27.98754636912453,31.28373068669817,10.707541318663218,5.505859361456447,moderate,loamy,35.463838073219506,13.171320522634764,good,cotton,3.769373467116498,vegetative,8.51
+26.263413476676902,71.97305307756221,10.652350809792424,3.619090264698605,moderate,peaty,21.936594683369933,31.75450765646381,moderate,rice,10.281952344866273,fruiting,12.8
+15.291122487577406,35.30758101614981,13.778415203882709,4.489234227502374,moderate,loamy,29.171324459583296,23.32959275881743,good,rice,7.610426565013133,vegetative,10.77
+28.920303578518503,52.95381023153301,5.559673818965947,6.109768622153993,low,silty,19.544751640220426,30.92361596608846,moderate,soybean,3.81578532986258,vegetative,9.43
+31.538108103654373,33.6236467401627,8.636429317204387,9.523533013377556,low,silty,17.610015053320673,14.562975597183389,moderate,cotton,8.245399541002827,fruiting,18.49
+29.79786011047675,21.761289253369487,9.482685953418068,6.401059839713213,high,loamy,36.33484895111154,24.70727735505908,poor,wheat,11.920924937063774,vegetative,16.72
+33.406997469585534,36.9509231559966,14.702486514213708,2.326403726023542,moderate,silty,36.6823940149874,13.06118948307854,good,wheat,4.22246393395949,fruiting,5.62
+29.28348821132693,62.90976189793006,5.029019083919581,1.0629656692883804,low,sandy,28.87770673021042,28.12372549828575,good,maize,6.680005886319267,seedling,7.25
+16.668756371268923,58.524877422187686,14.366802398607136,8.65889069957812,moderate,peaty,34.32447663609774,27.671795445766204,moderate,wheat,2.982827646593172,fruiting,11.93
+17.911138102117786,60.11976764288509,2.65664782969453,4.278928810295377,high,silty,17.612730722629593,23.188405633253492,moderate,cotton,4.63270846829204,fruiting,7.65
+29.91186443859881,39.81495027572811,11.57802111240371,3.834693456758496,moderate,clay,20.181622046248805,47.93248214542484,good,maize,4.961529361484915,vegetative,7.49
+21.874479799341003,74.81289604913489,9.676845550295983,8.206580106481438,high,loamy,33.73557022113282,13.317342294416882,good,rice,7.735023801581914,fruiting,14.68
+16.991128225869147,76.34106294562767,12.344992540443815,9.50827869180852,moderate,loamy,18.931759809471963,42.995145893672685,poor,soybean,2.6672868925055275,fruiting,12.1
+25.740068586213667,48.63742604477324,0.9159408177777836,7.732405795167607,low,silty,6.398866672321134,24.19708550350315,good,cotton,10.841442140095843,seedling,16.94
+28.858064952091382,90.49360707793394,1.6329001226163091,2.5646258162028905,moderate,loamy,17.365442220230854,17.97254874238329,poor,wheat,11.599736001979204,vegetative,12.76
+23.21864970874017,71.52185733084383,1.510588803752615,4.52240464231938,moderate,clay,18.938060645137337,20.902356063275317,good,maize,8.802067794238262,flowering,13.62
+33.010842555644444,77.04314202069054,9.097912104710671,7.834586971912666,moderate,loamy,10.412267011883952,46.07575267535363,poor,wheat,8.700891420741385,vegetative,15.89
+31.094265202531115,42.18719343511516,9.2425729798453,9.16233233203516,low,clay,17.044349972916812,42.99594482693318,good,rice,5.002163506627269,flowering,15.53
+23.3204590272918,20.04893081244696,13.638520895647156,9.98740057554694,moderate,loamy,37.70477052500468,10.63030574510728,poor,wheat,10.928894285796176,fruiting,21.24
+33.87181322271401,89.23004896816876,7.280250960517452,5.604048164243673,high,loamy,35.04865863655647,15.893177853628572,good,wheat,10.204847948390476,fruiting,14.54
+31.217376063325887,85.79395076638468,1.4867112975719772,8.402723365077549,moderate,clay,20.607338635157667,37.00108562529334,moderate,soybean,3.183162939725453,seedling,8.98
+30.936134467947557,29.855351043426417,3.5381763235264736,1.419684784996457,low,peaty,29.846134946140136,22.69656053964034,good,wheat,9.165300242743802,flowering,10.61
+28.8356925196767,49.92841079650452,0.6170598748587222,3.572422747794712,moderate,sandy,10.314748666565988,46.76564436059789,moderate,soybean,3.2566007516493407,seedling,5.18
+15.28474170221382,72.9071446710866,11.762360614361873,4.343620630127404,moderate,clay,31.339280075980117,41.4600666346967,good,maize,4.366645047060711,seedling,6.83
+32.41267958692222,72.16886857749826,12.326191834771231,9.779714607537048,high,sandy,21.652466948754345,45.00155058341014,good,rice,10.207707924598546,fruiting,19.02
+24.401044777728917,88.82802678468452,14.970136036119971,1.0305428339337448,high,loamy,30.289887421081467,17.714818355934273,moderate,soybean,6.7637597073099816,flowering,5.94
+38.56524275396639,31.22145293083428,6.476819511269868,3.772186639863338,low,peaty,27.540813923011683,16.028208672032772,poor,wheat,6.5341881923382745,fruiting,10.55
+35.449619276930136,54.3951798228095,0.7798264433230915,9.373710336516137,high,clay,13.146761278233312,47.2771976234189,poor,maize,4.538985352351544,flowering,13.71
+29.69236173828281,27.777953434113986,3.903583281610397,3.760104115396101,low,peaty,34.21420501027328,26.16776156158625,moderate,soybean,8.17822056742931,vegetative,11.84
+21.30454954548173,51.16761987509025,9.022648581117789,3.025600892331192,low,clay,25.02618182308773,26.62866836419608,poor,soybean,3.41321589517849,fruiting,6.4
+20.092934831941665,21.208595647016352,14.448173022264678,7.570796602923852,low,silty,32.44690943798131,37.3828253808646,poor,maize,9.97127508112132,seedling,15.85
+23.509620941938728,91.86184520881017,2.0018889963265174,7.708050036998788,low,clay,8.289522093201079,25.898044618318853,poor,rice,7.333296352144453,seedling,13.21
+26.914198589500465,62.16351974629448,2.2628087923307705,5.249600943827576,high,sandy,26.53726187604297,45.00765395369197,good,maize,10.450132889183944,flowering,14.82
+22.40163775097368,87.98418086418829,10.675505286544674,9.52225722878881,moderate,silty,15.21594068323553,48.36299535290918,moderate,rice,6.943966435015219,vegetative,15.09
+27.87323738481207,24.7923760802691,10.174502297812468,2.8243637158765766,moderate,loamy,35.13133786495721,23.30075963949477,moderate,rice,4.933477850732316,seedling,6.09
+19.134260637829648,38.19664883783365,4.13234215202158,9.220742505816377,high,clay,38.23270881446087,18.32230689197138,good,wheat,2.1197542016701525,fruiting,10.23
+39.442820320637495,40.75039961769445,12.290599469710523,7.799572688727661,moderate,sandy,6.95396724633663,13.012224857426574,moderate,soybean,6.116609744796974,vegetative,13.13
+17.698113874124846,50.93531957110304,2.3672919544232167,4.313875067686427,low,loamy,30.34990137609728,18.57451144873121,poor,maize,11.462118974854423,vegetative,15.77
+38.2986034913593,84.22930979180369,13.923256749263016,8.262177577510364,moderate,sandy,8.604223569836645,15.577816961551246,poor,rice,10.362550579386667,vegetative,17.35
+37.83945028506737,50.92462989851941,3.4149629898201104,2.1988195877237846,high,loamy,35.01275782358444,11.16481334679706,poor,maize,11.984443913916856,seedling,12.35
+28.13401204548745,36.37228237170616,1.6796094044835723,2.178842438739045,high,clay,9.35835162653544,11.866304445776043,good,soybean,3.5662507700947312,vegetative,3.79
+33.122756795902106,25.199220827101477,5.423070253870892,9.369434829226654,moderate,peaty,11.825240539223074,30.374549437884568,moderate,maize,8.376592176610563,vegetative,17.02
+25.901207449314697,26.359339868214995,3.223698683750902,1.8530245706087047,high,loamy,13.806705677141732,38.31175315585031,poor,cotton,3.3365407352313263,fruiting,3.57
+30.750864438560956,80.8037764768782,8.140647763022479,1.036716461644642,high,peaty,30.47414402957953,49.330324989284186,moderate,maize,11.051110364919444,fruiting,10.32
+23.51439843552797,55.58423928293064,10.459274791890028,4.501274424264118,low,loamy,15.238705962041536,16.22721818628562,good,rice,5.479269878035003,flowering,10.53
+22.528975494636136,78.09448976000122,7.6183628879352225,1.93465876988915,moderate,peaty,25.862970079689664,37.929192835826456,moderate,wheat,10.935858011262305,flowering,11.74
+29.45574465423784,74.58296974109581,10.078806311259177,8.767328439198259,low,clay,25.01799335146695,32.15987685908972,good,cotton,4.030966693909928,vegetative,12.45
+27.45324185459951,30.828996940820623,5.791347458799774,9.304241620986396,moderate,sandy,19.07915668754755,29.1250177831532,good,wheat,3.5927948063221056,vegetative,12.0
+29.488409228749525,31.43103473538137,0.90487765996028,5.341837279207715,high,clay,23.88213476186146,38.87361792676296,poor,wheat,3.7891492211447577,seedling,6.66
+22.166514532175576,80.42736123473071,14.623929801264662,4.829243797090332,high,loamy,9.13671348166056,19.54621206376421,good,soybean,9.797966440725803,vegetative,13.05
+24.17394579542488,77.70146347883338,12.381495815829933,5.851353492496827,moderate,silty,35.666098810510775,22.451669858782974,good,wheat,10.63464569105293,seedling,14.4
+17.09744901572273,50.24246134994483,1.5645729492271072,3.035751623604876,high,sandy,12.247682390120373,25.38444857086173,good,wheat,2.4036170132917807,vegetative,3.82
+16.306909306805142,26.193781066627206,7.013057744266849,3.681692752783024,low,peaty,35.80793179847569,17.295848007321215,good,maize,3.4857022879408435,fruiting,7.2
+21.33642824182541,20.967841735876178,9.707776516042182,1.908794534356043,low,sandy,23.1558103809247,29.144858320569615,good,cotton,2.032787678700801,flowering,3.86
+16.856171483263644,43.05255595693959,3.2636169233032493,5.01805082000227,low,sandy,26.48775712303637,15.27466296969093,good,cotton,2.6054956828196034,seedling,6.29
+17.59436771586852,20.737781886978155,8.880834864760185,6.505224602802933,high,clay,14.005395987314769,22.72572641680188,moderate,maize,2.898556225209546,vegetative,7.85
+35.32321013484842,38.40580968829627,8.237904962706462,9.372013609524418,high,loamy,12.781531207074757,14.526491551010627,poor,rice,4.946936085670506,vegetative,12.54
+15.971842425417233,53.560059216907085,3.519845233753219,7.651658535640824,moderate,clay,22.17460387755937,11.435318751991058,good,cotton,4.129570405229996,seedling,9.35
+31.47356984836857,29.713261224956334,2.5475494845230724,7.50757360197868,high,loamy,14.35757875902033,24.208398525317463,poor,cotton,8.620759341377152,flowering,15.33
+21.81394372038501,28.342220626523694,11.504953199470243,3.77199065884692,moderate,silty,19.80986611712637,34.70201748014354,good,cotton,11.975241635418516,vegetative,14.29
+36.78864201770316,91.71499485749892,5.177503469169689,8.9946396775904,moderate,clay,20.40769808638411,16.075604193854033,good,soybean,8.609019350969659,seedling,14.9
+27.124807114437488,66.83760232183114,4.038587740712528,9.52260127011998,moderate,silty,14.482106362094852,49.738288187755415,poor,cotton,2.005994690719543,seedling,8.65
+22.639411483195644,94.75645494102253,11.199236115686835,9.390366428878334,high,loamy,15.210549433242871,20.973933439322828,good,rice,3.299233505152354,vegetative,10.99
+27.94097339223586,47.66609310285433,11.172996034333238,1.3492272387194657,low,sandy,39.05182936735599,10.907791010306603,poor,cotton,3.0943763190060296,vegetative,4.26
+24.54895047613172,74.17159498633305,4.507824016875323,6.439155726736193,low,silty,25.560933734019567,11.121373678955964,poor,rice,6.175919881105448,flowering,13.5
+29.107526616745755,36.37533396974323,13.15224268815188,6.789025951527655,moderate,silty,34.1156117006344,36.662745084324285,poor,cotton,4.781341272683359,vegetative,11.04
+17.863321708158708,69.4672253823953,10.479627393548965,3.655586441948532,high,loamy,6.600979967990025,36.79481459793365,poor,rice,11.640712875383898,flowering,13.88
+39.924762570313774,30.366858400798755,5.513581158412302,9.931709648421368,high,loamy,5.067361631290984,46.1081140022314,moderate,maize,3.6946616875189866,fruiting,12.54
+25.638896942417936,20.16645113410286,6.698599927677554,3.62068712936703,moderate,clay,23.168583485596653,13.63365167335644,good,cotton,8.657622366176671,seedling,10.98
+23.705765992684217,94.52254411276633,11.03729044599396,2.949504923629502,high,clay,33.9381856483008,25.05474380649244,moderate,rice,3.6323713235330297,vegetative,4.73
+32.75524620790662,64.39155009401674,3.567965576984634,5.357310853988726,moderate,loamy,26.38215929779545,45.5709235885488,poor,soybean,7.423885389758261,vegetative,11.69
+24.09748516238331,94.15525302256316,7.297031490890749,3.908326417933091,moderate,silty,26.659039021459627,41.90709193404573,good,soybean,2.24901176093581,flowering,5.8
+35.83185762571894,46.70652189616576,9.976595962742444,9.3162651388295,high,peaty,9.87754459844076,19.337989605727607,good,maize,2.483457195844732,vegetative,10.13
+26.35676810901063,46.22288553294055,8.322728946126341,4.960690581832955,moderate,clay,39.24986175310119,45.598691882933686,moderate,wheat,2.3167378727084937,fruiting,6.57
+32.98896033163587,52.05240014184254,9.320761015615153,4.69134599205325,moderate,loamy,23.539521889803357,37.232660378363,good,soybean,3.562607388577275,flowering,8.1
+17.686330411047162,76.48327871665346,8.420081242413305,6.632759170976501,low,peaty,8.59106381106806,20.572681600717747,good,cotton,2.040783571980313,vegetative,8.64
+36.1529796388778,65.26469073489395,3.388797934955292,1.7300320412601105,low,peaty,19.4969053165388,11.79297533322254,poor,maize,6.923323582985281,vegetative,8.63
+33.39294966945275,94.02839256792944,6.447977502103011,7.810596521348696,moderate,peaty,7.518991324836151,29.897728275539563,good,rice,5.878510724974752,vegetative,12.43
+20.292919461549143,22.03527209059515,8.213789684424412,7.915589396243843,low,peaty,19.634909312433585,38.52310460777584,poor,rice,2.6240696255218845,flowering,11.95
+18.632150243644663,76.65567503780292,11.810909764016218,5.266232512549009,moderate,sandy,29.90466285086549,20.745767174041355,good,rice,2.781631182015711,vegetative,6.57
+22.90730871814061,46.42621514932435,9.981611438958367,9.601281469003856,moderate,clay,16.323415896342098,16.749440507309473,good,rice,9.745862359662164,seedling,16.43
+39.40176465079761,34.418692145476896,6.685568705196054,6.21405199716173,moderate,peaty,15.95857917978801,13.01124917701451,good,cotton,2.2457980682181784,flowering,8.6
+21.420789364176464,60.83164980160792,14.62879756630761,7.257128088204917,moderate,peaty,23.00187322063585,43.68098591882752,good,soybean,11.20042239390466,fruiting,17.62
+26.40318022366583,60.40510273439968,2.063035064356015,9.319104599527911,high,loamy,22.44700814784102,12.189257119997752,moderate,rice,5.708332789121968,vegetative,13.04
+15.750505642933408,30.96088229507427,3.498670594047041,6.997108090823131,low,loamy,21.349993982479585,34.37615071405186,poor,cotton,3.436580011279114,flowering,11.24
+24.930688239155813,36.15168449063119,5.449032845459128,4.886434069529924,moderate,sandy,23.08955214784019,40.529728819432,moderate,maize,10.608838845702737,vegetative,14.38
+29.28300038582757,52.65317319212439,3.8142951163246974,1.2229405806983351,high,peaty,6.678570265917675,41.21927470315215,good,cotton,5.54444089279281,seedling,5.17
+38.828115312699126,52.70491299138523,9.568908953687163,7.5546938406862845,low,sandy,21.599335187182152,36.14799663065578,poor,maize,7.710676971032238,fruiting,15.98
+27.91840112350161,45.40465116957478,1.073485575375701,9.683794104409406,low,loamy,39.72037628358775,36.111838232344354,good,soybean,6.934287823814306,seedling,14.36
+35.47768315444219,31.883612120798475,3.072833371964531,5.232116111823944,moderate,clay,31.751744832806256,28.96367635642264,good,rice,7.979342694576185,flowering,13.01
+28.678191064222517,20.349894328078364,4.753534946049763,4.057917740094378,moderate,silty,15.064921504325524,26.6682740446169,poor,wheat,3.787301683369301,seedling,6.15
+16.01962533588795,97.61880499424164,10.40851373865009,5.673334837724006,low,silty,28.71998840562108,15.494191415620904,good,maize,5.961157913869478,fruiting,12.01
+22.87520687974435,95.47993837631417,13.200040797426356,7.555934851161933,moderate,sandy,16.54658951770545,31.41415063679312,moderate,wheat,4.953775622255927,vegetative,11.69
+29.388737695777586,58.692030334090816,12.07813067301929,1.0062142703384436,moderate,loamy,11.702994288064575,12.841194037205184,poor,cotton,9.765116528893738,fruiting,9.73
+38.76484914827811,99.60414026200046,3.140173532128696,8.984905504586681,moderate,silty,32.07431049481836,28.72788640210868,good,cotton,9.830401404364675,vegetative,17.97
+36.478258993780834,73.89234646257947,8.698383497395502,8.977265737104897,moderate,peaty,12.335521869953045,39.23603035120395,moderate,wheat,11.942363103479693,seedling,18.0
+20.70889035447119,25.508603008603323,0.935328357497965,5.871681402478379,high,clay,35.05190885971744,27.71451952103036,poor,soybean,11.983769305613476,fruiting,16.75
+20.50274575047909,29.417455926610188,5.002783242616487,2.1014088955804717,moderate,loamy,18.31433655026869,30.331319228565132,moderate,rice,2.9677826979599424,vegetative,4.15
+20.02932417784752,93.28886750957102,12.186765025010738,7.046252151522591,moderate,sandy,31.48951967142384,43.68823553712843,moderate,cotton,6.6414236255488746,vegetative,12.84
+38.06247240756258,70.40417617197028,7.121652849278423,2.24061096666982,moderate,loamy,14.085877946522508,35.863292976911666,poor,wheat,9.48238380977996,vegetative,10.31
+36.31665382754302,87.4546901325881,2.674149172999601,5.567924362894126,moderate,clay,27.84573238334055,15.1038616656923,good,wheat,8.710054627676854,vegetative,13.17
+34.37208580632372,91.86157197070754,6.8590240315805335,1.8426697478300529,high,loamy,12.43861196262504,31.7174841017358,poor,maize,6.851922128411541,vegetative,6.95
+24.81837785560569,55.835360902590885,3.3714774192023103,6.301588044677512,moderate,sandy,5.764206671508889,24.58301489914419,moderate,wheat,2.993832652768152,fruiting,8.87
+27.60951760746917,23.882076126135445,6.201276139027461,3.862623926061886,moderate,peaty,33.51114579996823,18.273302109334427,good,wheat,6.687650678371112,vegetative,9.4
+26.608293619878825,35.06242791178576,7.573585354843729,8.478922732637525,low,loamy,34.96569508167784,35.91874722351828,good,maize,11.563122159877382,seedling,18.14
+21.33495268898432,25.325755784194808,5.568592631409912,8.199515135875732,high,sandy,35.82009683877742,25.460132903563498,good,maize,6.380629720032121,vegetative,12.91
+27.625701153719174,35.099187655880584,14.086049781290985,9.986264879269967,moderate,peaty,6.2704126861780285,40.69227718127349,poor,cotton,2.284497203895243,seedling,9.6
+15.76241369631886,52.842634116470144,8.656689314567538,3.317528572339283,moderate,silty,31.632263752949736,33.460031506356074,good,soybean,6.011070667289134,flowering,8.27
+18.29525933743648,29.45574484119884,12.721943772230002,1.5562098350162232,moderate,loamy,34.25546431353061,14.170264764283775,good,cotton,6.678892797184796,fruiting,7.45
+37.16473990422366,33.33865982442746,11.530563932305911,4.987029386339604,low,peaty,15.909434561248291,24.01397117395312,good,soybean,9.391537041460971,seedling,13.38
+33.79199417578558,55.665742565734334,10.08691148438276,1.7506300146991374,moderate,silty,21.46579546103486,20.7937172446078,poor,rice,4.280245770957279,flowering,5.42
+25.571710226477176,47.21367603107916,7.704886850387442,2.606497435591868,low,loamy,19.277030236619986,15.998902691995646,poor,maize,7.816653632243619,seedling,9.67
+27.928759057096933,57.41264993504328,0.5315198648330188,6.375701272253972,moderate,loamy,20.403581864057845,42.00878041977765,good,cotton,3.7345045273872497,seedling,8.2
+24.24997214899944,54.33376222072496,9.395280208005216,6.329177662098687,moderate,clay,34.634646602392806,25.141148165068657,poor,maize,8.160047719694004,flowering,14.98
+33.51949667901681,71.55824207839068,5.6613830685362165,1.3899472995672133,low,loamy,19.62540630310756,34.53035389985454,poor,maize,7.219697663866545,fruiting,8.3
+34.60467948080199,94.97516391006836,2.2075514186191225,4.9861427627645085,low,loamy,15.582733109719012,45.28048478776575,poor,soybean,10.59465920697925,fruiting,15.81
+34.08212975507898,28.6291470755394,6.947080822375127,5.771968235805175,moderate,peaty,9.563411583048545,31.720264427336552,poor,wheat,6.622657119472811,vegetative,10.94
+33.06529312086124,27.940811944735596,11.165523173107918,3.4122181403798795,high,sandy,28.61937605616585,20.32322210945507,good,wheat,4.855271451682061,fruiting,6.95
+20.11260846731989,88.22448888727216,14.444328023131208,8.848388636879445,moderate,clay,7.947137679765784,41.627392067394645,good,maize,7.310233581333671,vegetative,15.63
+23.449249481011968,60.51173637219673,5.924520921270189,2.449887828817797,moderate,loamy,7.141378990113056,27.430192629482537,good,cotton,7.594758410300616,seedling,8.76
+26.74613587459187,81.31240188547537,8.369487831222163,3.2851162450559297,moderate,peaty,28.8552750509067,32.5534615706868,moderate,cotton,2.922300265892604,flowering,5.75
+23.26982478569139,37.23375228858252,12.843043558771983,2.4129497352947773,moderate,peaty,29.300113212836568,46.08332870194641,moderate,soybean,7.702680465596216,fruiting,9.58
+33.87350500395823,86.30900585340414,5.342991589275215,2.048919704835023,moderate,sandy,11.96780162847402,29.571007460117656,poor,rice,8.94217629910641,flowering,10.73
+23.233838106248868,93.90772993541567,2.562730052076823,8.910812656064135,low,silty,38.50146237901477,23.38776870824057,moderate,cotton,10.84536717998646,vegetative,19.38
+18.45580216963343,70.83864124371905,4.587286552873992,3.500732485629837,high,loamy,32.57349007341729,39.09574318048003,good,rice,4.13575686895294,seedling,5.54
+24.976011301207603,28.470321717904177,13.537281032221626,7.502716175210707,high,silty,29.0249814929076,15.340016978068585,good,maize,6.562938425936554,flowering,13.57
+39.49786081955951,91.6235851325071,2.8112000726966477,4.851841237527248,moderate,sandy,31.402164927099,46.54896904695513,moderate,soybean,2.5839109163980147,fruiting,7.0
+20.647035323339395,83.3990181896057,5.27370538459834,6.722861326605251,moderate,peaty,19.41604447258601,46.62185535674048,moderate,soybean,3.6412527521505926,fruiting,9.45
+30.30396647358073,80.07022212115919,7.237284502254939,9.353585765549884,moderate,silty,20.947486859007224,33.17629376432886,poor,maize,11.252271793447576,fruiting,20.44
+25.82432624599266,22.938255112473243,12.78314174061834,8.601470803389244,low,sandy,35.45752075812885,16.171833541857108,good,maize,11.384329442967172,fruiting,20.66
+16.775614191233167,83.9170020205577,14.096842612968134,1.620877531782141,high,silty,5.8896655786018055,28.083643186668912,good,rice,2.4132371582503467,vegetative,2.39
+27.196915149951487,31.03608083746856,6.674249489682195,8.60682281751296,low,peaty,33.08474043613157,26.93220135786042,good,cotton,7.343401764897751,fruiting,16.33
+32.55410821620781,37.79089409575107,14.013333701125976,5.066411637526274,moderate,loamy,20.66489909143952,21.932546445252008,poor,cotton,3.3752849901052846,seedling,6.3
+27.83049939569547,66.1707867895406,2.841156875437441,4.151311541918968,moderate,clay,21.23889695755437,17.00400491047938,poor,wheat,9.045478211395128,vegetative,12.14
+36.80265159366453,41.19846183335064,2.774358232497371,7.051491329154656,moderate,peaty,16.399487086746642,20.547822627584317,moderate,rice,8.233150980126249,seedling,12.77
+22.223425416439568,72.90785650495357,14.264136884704568,9.551870857893231,moderate,silty,26.24752130931525,32.22113994098805,poor,soybean,7.165612304695126,fruiting,16.64
+17.156229282599124,68.64563581592652,7.890361936160803,1.847219478293237,moderate,loamy,28.648567429710127,37.428270468503015,moderate,rice,7.197183838695258,vegetative,7.64
+38.41414029145015,28.65196784106101,3.195663612632332,7.912693272252152,low,clay,10.626377453528791,49.18384714970544,moderate,rice,8.159726690288647,vegetative,16.01
+24.454908738205475,72.4811663673205,7.575860373345646,2.831572276821599,low,sandy,24.80009069738106,18.63033546276543,good,maize,6.403434630699947,flowering,9.7
+29.410138786340838,93.9163927859944,11.856561752996246,4.421225105442989,high,loamy,21.271915194289356,18.160649532041862,good,maize,9.319110445804816,seedling,11.42
+34.8000781532549,32.88879241486665,12.490345302991091,8.864407146369249,moderate,peaty,32.36680341075921,14.681333825472516,moderate,maize,9.12229530596356,vegetative,16.49
+23.107841596889514,67.764961675431,13.027554221414013,5.912192656111055,high,silty,24.085055237250863,47.55973955132997,good,maize,5.378234441100019,vegetative,9.63
+32.90411345444028,47.34922975493553,8.75877809476757,1.6071098315538364,moderate,clay,20.03506243076077,25.273963837640608,poor,maize,9.203479192231406,fruiting,9.97
+18.3854712454457,56.76893374188832,13.070717208334266,5.572436951230645,moderate,loamy,23.512587043602363,46.95923196912738,poor,rice,5.429174266578753,vegetative,10.08
+22.282343680137632,42.96001432631759,7.895438027647192,8.106777114772818,moderate,clay,22.169862705752383,45.57741975453126,moderate,maize,7.881722583737185,fruiting,15.62
+18.617765903413,48.33045090781562,9.30236858467062,5.75992528989034,low,clay,37.73122487677342,11.759028252894028,poor,cotton,4.115347636310046,fruiting,9.92
+35.280763960033944,22.312945861324582,11.501437132938856,2.5020031508114706,moderate,loamy,15.916071105634078,21.190846430452865,poor,cotton,5.1571859468635,vegetative,6.19
+20.56623088066964,98.52413903337764,6.668811744302373,5.0053696755177866,high,silty,6.307213385682347,22.100915911189368,good,wheat,4.184053814636791,fruiting,7.87
+32.935088885130256,69.98399376581986,1.566931563512234,9.319108312356844,high,sandy,28.16988639689749,21.09388228126945,good,cotton,11.88993936316546,flowering,20.9
+38.58245993114132,60.05644723951082,5.577412174436615,6.923835910847017,moderate,loamy,26.134509229149263,27.01343251427855,moderate,wheat,8.11577306132249,vegetative,14.01
+28.194305226721923,50.69722796002614,9.547191143541426,7.568978558577304,moderate,sandy,36.84892583559103,29.97231412609985,poor,cotton,8.74419147516667,flowering,16.83
+28.500729806517192,63.14996470592221,3.2888193597724147,8.073428567045053,high,clay,9.111681607725956,40.32797700225004,moderate,soybean,8.376340154147208,vegetative,14.79
+26.5258392024453,50.40847989726432,2.6515877707447806,1.8162408177400131,high,clay,23.292596731676056,20.708115905864027,good,wheat,2.285637591966087,seedling,2.53
+23.147253584841067,48.79263419949386,4.749667896575845,6.233829033429674,high,silty,10.276986751077564,21.949866208453894,poor,rice,9.184983159976357,fruiting,14.13
+26.891375773122927,57.11572333776105,0.9656162030284096,4.383236738667772,moderate,loamy,20.949813940026218,33.94422546509442,good,maize,9.789823285251796,flowering,13.48
+30.070188306668985,42.07864269369527,11.279632022260335,2.252432473048874,high,loamy,32.97793883439044,17.170758343711,poor,wheat,5.405845878985845,fruiting,5.94
+39.64978930426648,34.403991997342835,4.251376231730912,2.8243860247362145,low,peaty,35.00858126971417,28.92771412269308,poor,cotton,7.865595238133778,fruiting,10.78
+38.444113982955606,64.52847185442349,2.301456751230693,8.03044426352261,moderate,silty,34.18511261174332,20.039403990028596,poor,rice,2.2759420340438834,seedling,7.61
+36.55382395732805,87.42123489202409,10.637376531469812,2.453401947607955,low,loamy,24.15916917258,17.919604075276993,poor,cotton,4.123770316483167,fruiting,6.63
+37.22826339262146,32.22625421807138,12.722456181877677,3.811767464995474,moderate,clay,27.188604322433825,41.826123052292274,good,rice,3.921572027667076,seedling,5.77
+26.696229582301072,22.61874724833749,0.7881961399957875,3.563860044367733,moderate,silty,24.304758819362377,38.28491188575325,good,cotton,4.562460474358023,seedling,6.41
+31.43610817943662,39.744939612322895,3.88719667574776,1.4376732752311088,low,peaty,24.64325226037741,19.992504573685583,good,maize,5.8192550040832,flowering,7.51
+37.37666807340536,98.37765147630486,14.20586871060896,5.159426043154227,moderate,peaty,35.98028109829535,26.60694100597427,poor,soybean,4.183799930664076,fruiting,8.54
+24.823769124783823,86.30064589946714,6.086184971025241,7.893368579522878,low,clay,12.324551320416932,16.16896247728554,good,cotton,4.286566209086917,vegetative,11.89
+39.04406195863672,67.66928428228772,14.109584919038005,1.199373694740097,low,loamy,20.35680581414157,12.126737548904828,moderate,cotton,11.562698801489072,seedling,12.29
+25.394651551729574,94.33991321945088,4.476081806374822,2.012963054319065,low,clay,26.352199757839188,33.4088081431851,moderate,wheat,4.531550841757233,vegetative,6.24
+30.02706663483039,55.62232934697957,3.661980715793014,7.481680116378111,moderate,peaty,31.787325196100028,24.542552997117667,good,maize,7.668621736381462,vegetative,14.18
+32.745117831809296,98.66244820601392,3.604571970055941,6.342228916056222,low,silty,31.666140319897096,18.290048299618647,moderate,rice,8.422184621684448,vegetative,14.53
+38.76480032689846,43.704163609542725,1.7358155761616048,7.437228526438138,low,loamy,9.103692436022952,14.584245830301032,poor,wheat,5.103805961789242,vegetative,12.29
+21.11540685130665,39.22445996127513,13.49826818338232,3.070935593894246,moderate,clay,12.766848788378429,37.20111210401214,moderate,maize,2.6843869967289984,flowering,5.75
+33.653274455966056,71.04385609176089,14.707607828177066,8.233919049676643,low,loamy,36.903137483361085,20.85840024058188,good,maize,6.736259866840587,vegetative,14.97
+28.02038965360205,50.25231743602883,14.34037770543875,5.3188395409924905,moderate,silty,17.513175107894114,46.29555641100856,poor,wheat,11.89129778545381,vegetative,16.66
+21.713928515516027,70.10924335810063,12.854408027495474,6.492717767609714,moderate,peaty,5.09494246749094,17.7122259904975,good,rice,4.854799709982885,flowering,11.16
+34.415170994909765,44.39964146421487,12.77987466093914,1.8293807548075265,moderate,clay,11.992897394466087,19.751004624992845,poor,soybean,2.0445559859441005,flowering,2.8
+28.805557004346163,69.43346054703929,10.08573927395032,2.845284250238392,high,peaty,38.93432341825607,44.069386260770486,good,wheat,9.967831883797396,vegetative,10.87
+31.52434551624189,42.05970084680291,12.480098823283896,7.960220934492773,low,clay,15.841199820108828,32.89722902839161,moderate,cotton,4.514177456808828,fruiting,13.01
+23.072526714447527,24.077765505511195,3.5209642829741927,3.0151759706990067,high,loamy,26.48000921103754,14.33514680217646,moderate,soybean,10.505791232799032,flowering,12.05
+27.031848795690124,92.97087215385469,6.124733140613364,1.832768447693128,moderate,sandy,30.432746506606875,31.978407516286676,good,rice,4.554809630830074,vegetative,5.61
+30.433856274701675,90.65641614987696,9.792126252773844,6.374829540268903,moderate,clay,27.630399269594857,22.32512213958685,poor,rice,10.715124328030116,vegetative,16.32
+25.122770356746106,97.66385194181376,13.184184322143146,5.931428645455595,moderate,clay,18.21481653645797,39.477667772492296,poor,wheat,11.139245229351795,seedling,15.33
+19.95931349619253,77.32217409771238,10.076807204347364,6.4710453608496366,low,peaty,20.06452903757815,13.11160497627819,good,wheat,7.807462418994495,seedling,12.78
+39.0410123078826,74.61769421882423,12.665818395845983,6.564749467267822,moderate,sandy,34.32948594280735,46.71542197581795,poor,soybean,10.33876906994924,seedling,14.82
+27.786688501065434,64.72024560598646,7.372267979814813,5.501776112780533,high,sandy,28.19747959962618,29.12810192343545,good,soybean,10.669597419810064,vegetative,14.6
+33.34800925719252,30.07539330820181,10.90090419672314,5.443965285117902,high,sandy,5.820234564470608,39.37140650890602,good,cotton,5.495350773714307,flowering,9.93
+25.27617983890145,35.1388248759416,14.709721692438755,9.317490087605162,high,sandy,12.121015493263362,38.18646371015081,good,cotton,8.58490398598639,fruiting,16.72
+23.878294100642908,43.1575750938029,2.725584078381487,5.804935523917663,high,silty,15.020427841780757,17.130033964981244,poor,cotton,8.046064297932121,vegetative,12.28
+25.179107461678125,91.21250900587157,13.940350038580403,6.555701821724728,moderate,loamy,17.792034554706014,45.20373103837909,poor,soybean,6.285105773197931,seedling,10.53
+25.229916094641247,33.83756196824601,8.074277243707591,3.402724527448701,moderate,clay,25.19128031881132,19.30805176793841,moderate,maize,9.56776687803753,vegetative,11.98
+28.60450289854884,93.82985395903124,9.826661445585842,8.83983880721972,high,loamy,17.827870873033532,17.62269285468735,poor,soybean,6.716389162947636,flowering,15.22
+28.58674674953408,61.822858644113374,13.229100600202434,1.2193128339324686,moderate,loamy,33.875417073647554,30.825674333178643,moderate,cotton,4.672412441510796,flowering,4.36
+27.42884539707179,77.24557083784578,6.439985502008596,6.01504086067997,low,loamy,21.584245259296484,49.38186724242896,moderate,maize,4.77345609638818,fruiting,11.04
+18.36964462293595,28.81955893444532,6.571042335905734,4.454652656782978,moderate,loamy,22.57625684682928,22.535781994219537,poor,cotton,2.005912989561707,vegetative,5.1
+27.40188696251328,41.52268390207287,8.144136627032955,6.4351377600442925,moderate,silty,19.95862148013251,48.57804815608384,good,maize,2.7536885208111235,flowering,9.44
+19.227597510516286,96.68148865451413,0.7769802252043334,4.241548447942422,moderate,peaty,15.86632226373796,27.40364798514351,good,rice,3.4122257934621043,flowering,7.07
+18.15339465739413,41.29199575437851,7.701659623678586,7.459191205458822,high,silty,30.368004164465702,43.387030192549226,poor,soybean,9.088024384718617,seedling,13.62
+38.31614293352919,43.72173763129169,4.72076534241634,1.1829829867608774,moderate,clay,13.034704532727869,31.199373989412635,good,rice,3.1693716530478824,seedling,3.07
+30.12375032869261,35.80779078728636,13.95533564468083,4.653004948922287,high,sandy,29.132143502302288,18.21044889867862,poor,wheat,4.1972495827066405,vegetative,6.97
+31.48725145311461,30.325893224546363,1.7721618319189545,8.481372397681724,high,peaty,23.53971523673025,45.19972963244865,good,rice,6.758116054770527,vegetative,13.51
+25.04484175833409,38.66061131631984,7.160146699287126,3.251806460014923,low,clay,8.579213209480532,12.878649814318551,good,rice,5.351616548285271,flowering,8.94
+37.7245222978716,71.38615135606386,14.238288470471732,1.474757905422898,low,sandy,5.628853629249609,37.31017868861083,good,wheat,9.817558526753086,flowering,11.56
+30.94826223949164,56.42941868028508,13.565011129617924,5.468716671086517,moderate,silty,10.930526757335956,43.23033847210796,moderate,soybean,3.014609177271356,flowering,8.65
+34.229246738089685,64.30046690703189,10.669552414430978,9.788801144741113,high,loamy,31.63573099945216,43.2810186771,poor,cotton,11.817454462505763,vegetative,19.88
+24.214061725692844,29.789186301281944,9.045735253943082,1.5774270538162298,low,clay,18.46091467951616,36.21196464314702,good,soybean,10.2512137379629,seedling,11.14
+39.000297020478136,84.16931577303201,4.570598588426182,1.6305084347481398,moderate,loamy,33.170677835617724,20.03989582146151,poor,cotton,6.977868650972964,flowering,7.28
+35.511532253957874,82.72757604638784,5.820878134910594,6.356049084520103,moderate,loamy,22.566703534481665,31.266669907570467,moderate,wheat,3.2687042428819284,fruiting,9.21
+36.3487115753636,21.72719289141403,1.806955538934845,3.250609415903162,moderate,loamy,6.1461319913457775,35.18145262065531,poor,maize,2.9637199682193307,vegetative,4.72
+19.304856685643852,50.6812075608244,11.898570317494446,4.692081102735028,low,peaty,34.613443118083815,45.58777412420747,good,wheat,3.588868692160795,fruiting,8.39
+21.77408019678049,25.501648157691825,5.19611163460527,8.474564376994518,low,sandy,37.76922024716608,16.386720827771796,poor,soybean,3.7988726225216656,fruiting,12.59
+22.140664992089427,83.36846235319665,10.182837535938006,2.789638157642648,low,loamy,7.597532080790019,28.596776626748103,good,maize,9.54310120378052,vegetative,11.85
+21.77273058117178,78.98157465005636,5.685124269379895,7.473699432832897,moderate,clay,12.292273384151503,23.325437493088728,poor,wheat,11.724433512011256,vegetative,18.1
+36.3852040526072,92.15904754345247,7.232791400245809,5.540369619408007,moderate,peaty,30.04435220925514,27.10849518356477,good,soybean,9.557311644085123,fruiting,15.01
+15.797119880214805,38.912316716249165,8.547535849457727,9.144619231728443,high,sandy,39.9011439896486,17.321973165186634,poor,maize,9.682332188704642,vegetative,17.2
+16.90249972451936,56.50367065022391,12.126859921663751,9.756658002642077,moderate,clay,35.67063033359268,18.69723541822886,poor,soybean,11.468362169394702,fruiting,21.44
+21.84787176574759,34.75903017315182,3.5617674743398657,5.3646470708805625,moderate,peaty,8.4631751347968,40.79395754052517,good,wheat,2.9801037396606507,fruiting,7.43
+19.99682436623609,49.69879475792956,6.282098109032918,6.261823532039202,high,peaty,26.253298299797,29.13505334282454,poor,rice,2.993027192000385,vegetative,7.36
+20.79649034707121,61.77946012535072,2.386182792431355,7.712582866637979,moderate,sandy,28.282129553029343,30.56588838910317,moderate,rice,10.959169791790792,fruiting,18.11
+34.9485797313325,24.26646318708712,1.5985273213582598,3.868067276848045,low,loamy,27.07912307722664,45.8991242806577,good,wheat,7.513563067742972,seedling,10.22
+29.07816484730117,77.18963285419082,9.26777816444748,3.0406631547092213,high,clay,24.882109261410257,19.59918494506389,moderate,cotton,4.481123431415893,flowering,6.14
+15.1442665323242,63.46346882968602,3.2418201432040887,9.682166551987049,low,silty,15.227136448959987,23.170862182353545,moderate,soybean,4.000653910875368,fruiting,14.62
+25.733069142604883,86.31672137685386,1.3670904579284329,4.893538520976204,moderate,loamy,28.39771584731389,22.344654942787496,good,wheat,8.069746366791126,flowering,13.33
+25.197123171258973,41.74244009529578,13.50792000249288,1.014317438641963,moderate,silty,30.495794308653824,36.36952570236112,good,rice,8.367610027962705,flowering,8.65
+17.84863173611359,92.26568842154036,8.24755908688824,8.53946468672575,low,clay,25.151817022955917,32.49802873948354,moderate,soybean,9.586846357646312,vegetative,17.73
+31.90354471503643,99.89554024243547,2.452109007343277,6.396977451619772,moderate,silty,22.40044342696705,28.86178489553877,poor,cotton,8.461548689825896,seedling,12.61
+32.55242970948728,93.54387507021396,1.2746788479894708,2.517027064482737,moderate,silty,12.666069197631067,36.71937354258972,good,rice,9.207955346879992,vegetative,10.61
+33.02233047630244,82.23139806665233,2.237970774498014,1.2712572385937109,moderate,sandy,24.065341154965385,29.35674573882018,poor,maize,9.140438624505222,vegetative,9.6
+33.2117736389648,84.98950422990247,7.334389984648904,3.62334187937558,moderate,sandy,9.48876632875183,42.63829425426934,poor,cotton,2.5157167752327627,seedling,4.94
+15.00132067330742,65.89953940356692,10.192746199949015,9.350983859262982,moderate,sandy,7.545059702072217,26.409725086733182,poor,soybean,9.11367788770918,seedling,15.9
+38.84802009616806,35.21230903300884,9.79856108729766,9.401420530320513,moderate,silty,32.22479184918835,45.62430439949245,good,rice,3.594866761998267,seedling,10.65
+35.355219176366575,74.16325481181738,2.5941347508352286,3.7990313767190633,low,silty,28.66954213022065,14.785201342425726,poor,soybean,7.007359407757406,flowering,11.04
+37.59954241473213,77.02024016479453,9.685589801646778,8.52337893538645,moderate,peaty,27.716127350642868,13.757923269992371,poor,rice,4.521070323384006,flowering,13.91
+15.391082382685854,98.83081122143246,6.370551551155192,4.976607909313861,moderate,peaty,37.48447036060647,36.22806062456898,poor,rice,8.805858433800772,seedling,11.82
+38.34646989464349,63.30410530050575,7.238784872342244,6.88910274222935,moderate,sandy,18.327045069487767,25.58823474139057,good,maize,5.014656845731643,vegetative,10.61
+35.244713217202616,41.70952120200451,12.120740890557098,4.009994882839811,moderate,peaty,18.990620752771065,28.228574288428764,poor,maize,11.124482970463989,flowering,15.22
+35.93047857396746,74.69380173916053,5.321240903854756,5.643753366438865,high,loamy,19.481141660063592,37.84074576377602,good,rice,2.47882425309159,seedling,5.48
+17.33218461804921,98.35006557331636,2.631486183868629,3.6440150189529374,moderate,peaty,21.28490817367818,18.581575322835,good,maize,6.722475807340625,seedling,9.22
+33.46945072296494,34.17711266152752,13.165070436711936,1.5500292612081643,moderate,peaty,22.94950462221117,11.757119070630742,good,maize,6.274831926778643,flowering,6.43
+38.99791724105228,46.079833482848215,3.575893350061901,2.2544036757238497,low,loamy,32.230610123155884,27.555568240663973,poor,cotton,3.912955155295748,seedling,5.59
+31.963683535454017,63.35047630181449,4.763433123042319,3.616070450259135,moderate,loamy,12.619615859054,45.78901381956136,good,maize,2.6995229057950114,seedling,4.53
+29.26403511561516,33.61717079056039,10.745555854088025,9.786284055785169,moderate,clay,20.192955352031547,28.029515134565514,moderate,cotton,4.256989388468628,vegetative,13.12
+38.640741943724926,21.777651161595067,10.411479597335305,9.691049352249925,moderate,silty,22.67945784068014,32.87857361596885,good,wheat,3.2963022521047938,flowering,13.56
+26.0734280433609,46.95864979530005,12.105800308615516,8.44897008236078,low,silty,10.919118572447474,18.334723288362763,moderate,cotton,3.860309076348179,fruiting,12.75
+29.982339157761967,89.22966412008465,3.166066300995145,3.092554459864782,moderate,sandy,29.567995245250746,28.562957490861205,moderate,cotton,10.588360337949709,seedling,12.37
+26.908457337359152,23.477471945897182,5.608058453055948,4.974419264876403,high,clay,6.969475952897644,29.22618250933301,good,rice,9.24584584745405,vegetative,12.69
+38.321155534007474,54.3143247213534,2.325306964865786,4.958045546416339,high,clay,25.506937443334337,19.40564887004802,moderate,wheat,3.417720999109753,fruiting,7.18
+16.90211816913768,80.9760618340866,8.345067633944762,4.482759203363655,low,clay,12.074975607834812,16.55186669816978,good,wheat,11.014412737556611,vegetative,15.02
+27.527992520633703,96.25460775287084,4.742273591811168,1.4039227458077104,moderate,clay,5.296389128031621,24.010310720578318,good,soybean,10.872467761400484,flowering,11.71
+32.17381103463596,98.83803192035458,10.48956679462416,5.81074636801886,low,peaty,16.05200712413088,11.554617996885966,good,wheat,4.518729795906966,fruiting,10.9
+34.797663460555924,53.75755044869933,0.5049933357758456,1.655307929123748,low,clay,20.019923817969115,16.658071384677736,moderate,soybean,2.47891286022689,flowering,4.25
+29.57546618610341,96.0307435503294,1.3654034776638992,8.217268126461494,low,sandy,33.60554128420124,39.25413956618785,poor,soybean,8.93428923870735,flowering,18.49
+37.72294360303635,22.8335178624691,6.772124357530479,7.221764285603034,moderate,silty,19.274597900552624,35.96535395734706,good,cotton,7.827368065872543,vegetative,14.46
+38.54978617209679,79.67335503988451,14.393670261645743,4.174633059791812,high,clay,37.04024485093481,22.511232647607365,moderate,cotton,5.751245732254116,vegetative,8.41
+16.607980579839587,71.41968277068904,13.417345116708152,6.8242274399121685,moderate,silty,34.48885800603485,32.04647874031717,moderate,rice,2.4804495146448984,flowering,9.44
+25.05926348853436,39.961748606892186,14.913130906898756,3.097333059031883,high,loamy,11.745816157703644,43.17539819593586,moderate,rice,3.300120600412704,flowering,5.11
+15.58647554302886,60.58548005437192,6.544038260528651,3.387250584609692,high,sandy,10.450105959850966,43.565788030976414,poor,maize,8.011688093541608,seedling,9.51
+23.23541643436107,30.36429902083965,1.1752430509693974,3.827201652328644,moderate,loamy,13.534470890561623,36.17507631798343,good,soybean,8.715130299355726,flowering,11.9
+28.42170544926505,89.72777207612488,4.9363640592865545,8.173104399417968,moderate,clay,17.588866264028855,14.962135493160158,poor,maize,4.064194077349456,flowering,12.67
+37.76987326274872,48.63184684365184,10.298677356522298,2.8962221216147603,high,peaty,25.421819898781987,16.51600938800763,poor,rice,6.476124394011636,flowering,7.72
+36.16385806163507,70.08355763725731,2.4598752416275214,6.0650310473743465,moderate,peaty,9.342852561606108,21.666928064910188,poor,wheat,10.74838104462922,fruiting,16.17
+18.187493166799644,32.70210290298098,4.849596592020015,2.804204029793365,moderate,sandy,23.621444945628618,36.82858956176622,good,maize,4.403034502191312,vegetative,6.24
+17.32575936852239,36.493187570496566,1.3144093859004509,3.5653368255617344,high,clay,25.32706313785468,20.32015478395921,moderate,rice,10.754472570247495,flowering,12.95
+29.73168346891668,99.35650966425216,7.387022056658396,3.119331636878422,low,clay,28.13115849018225,28.57729935149465,poor,cotton,4.885186789098048,flowering,8.46
+28.30294931146957,80.24691155530634,3.529349826578775,6.805042039659573,moderate,clay,24.253221763093848,43.02102560667222,poor,soybean,10.583321405167773,fruiting,16.63
+21.6594410357506,96.95774958192568,1.823096390035534,5.740560500102023,low,clay,33.88100846565817,45.67094999846955,poor,maize,7.779323657722295,flowering,14.4
+37.48632711384588,43.66809321696353,6.462629237495946,7.49169231314998,high,sandy,27.455665443709773,43.54181460802015,good,rice,9.535627231632544,flowering,16.56
+38.18416023653884,33.16503012958563,5.592768363425247,2.979490935996872,high,sandy,37.359304182308456,14.657547370394202,good,maize,5.40459448766725,fruiting,6.94
+25.065285958504067,60.24547707830648,8.294007185709638,1.0823368215343352,moderate,sandy,29.53234349800192,46.43016460614925,poor,maize,3.3907975327028623,seedling,3.45
+37.25756392783801,59.573462578187474,11.361060502047769,7.124586104173013,moderate,peaty,20.26385758981158,37.365548774919176,poor,rice,3.4872646954133204,vegetative,9.29
+24.598722356574317,33.99572110063903,2.132246678184326,2.0336856264556835,high,clay,12.338960259032014,34.75146393387007,moderate,rice,3.646298910648776,seedling,4.04
+33.4204207957425,78.65756556651282,11.971321058045124,3.216747019815605,moderate,loamy,5.368224791996495,19.90180409556441,good,soybean,4.012392150084009,fruiting,6.49
+26.8985554386931,48.94220275509873,0.8812047081901117,3.751175372151004,high,silty,8.164099315275582,47.12911476637747,moderate,maize,10.825912554611946,flowering,13.15
+18.064578912679572,34.90921847444138,6.924977586189793,7.721218830617812,moderate,sandy,11.638650936116075,10.694442656281392,moderate,wheat,6.895113093633638,seedling,12.37
+38.19835503092554,46.55867156346307,9.017739159845288,6.633026295916844,high,sandy,12.575447333787722,13.2874405383625,good,maize,4.207292801192988,fruiting,9.54
+26.352414834438413,65.0926959708012,14.376480760527064,2.65838892873246,moderate,peaty,30.97154284726612,16.146983080294852,poor,cotton,8.276286472235022,flowering,10.07
+33.36217600806009,78.11767457443545,8.82188388960992,6.380990295577676,moderate,peaty,18.511952932421067,37.76577731144093,good,rice,2.834997302973741,fruiting,8.92
+24.179345360782303,58.551270884598765,2.8018633024351347,7.373331955995507,low,silty,16.35888187934606,34.91429139716605,poor,cotton,3.838690282981786,seedling,9.73
+15.472021964405869,62.04759918626988,8.004356177486683,4.500074825111543,moderate,peaty,6.832864382892474,47.78711190671756,good,cotton,7.53678430650719,seedling,10.66
+17.513258967295897,31.11567487541987,6.238867234275535,3.213576226250668,high,sandy,23.853119121295823,23.95926870293572,poor,maize,6.846111422036802,flowering,8.62
+27.40548698724811,93.17527397665856,7.450655730203533,7.110844956233104,moderate,clay,26.451810846920456,23.904669630350984,poor,maize,4.224747417144487,fruiting,11.1
+32.24910892815906,94.29793583936356,3.357906712556765,6.498020801273475,moderate,clay,35.7250095601873,36.781360330411246,poor,maize,2.471168312856606,vegetative,8.13
+23.368383164481976,74.67412723344029,7.7619921135134415,1.701209426237381,moderate,peaty,22.59947198996905,16.96628852662224,good,maize,8.018724757507576,vegetative,8.74
+32.38721147944126,21.41051271472197,2.6755765822177144,7.000116762103788,moderate,silty,5.27020564525582,28.561705578357877,moderate,soybean,10.85554907769209,flowering,18.57
+32.465889735798896,62.96593727226608,11.288624670017612,5.396661395517688,moderate,clay,7.28475652152544,10.617329961873638,good,cotton,9.688104793981068,fruiting,14.54
+32.59839768319577,70.33751776708908,9.11164077327117,7.780320612799547,moderate,sandy,14.485186864582026,33.68158029087635,good,wheat,4.012980729642488,vegetative,11.04
+27.31304635051271,99.5723378366488,1.6386515280808578,2.716457876918441,high,clay,9.871495425609186,41.359615772511965,poor,soybean,8.974480905114792,flowering,10.05
+37.8721537530376,99.68535641558374,13.399409784970208,3.323947761112388,moderate,silty,31.97055931988239,18.15017319413077,good,cotton,4.314688041676803,seedling,6.07
+27.229912949515388,88.6088988260446,9.437504266926757,5.889814651877691,high,peaty,8.774994339301838,22.28682648324845,good,rice,9.646890554484264,seedling,13.02
+26.256629837415957,25.10647936208908,5.083552299353556,5.335601751029793,moderate,loamy,10.627421895842703,15.27357283514213,good,maize,9.555473199849644,seedling,12.72
+19.98452047526568,96.2621112622984,1.1618147931459994,4.477288339508469,low,clay,28.33755772874919,34.62698044354625,moderate,maize,4.2101307197930495,flowering,9.07
+22.69137718390841,69.01289977215993,9.66728708868868,7.714299829868099,high,sandy,13.386992897324982,32.560821179510825,poor,maize,2.197667368083128,seedling,6.98
+16.058362312957584,84.07094163833436,5.914883789550885,6.082764072654541,low,silty,38.91783468390416,43.055847015274566,poor,cotton,7.228431039139039,fruiting,13.73
+30.83838234040425,52.57542797486828,13.66046252073807,7.392446685047068,moderate,clay,35.211569425502546,48.81374823895513,poor,rice,8.311238657525044,flowering,16.11
+21.213393598177323,45.57355769876718,1.005728574355531,2.3792946608720413,low,loamy,31.058906011540557,49.345743349648686,good,rice,4.735411948691264,fruiting,6.83
+22.603881362136622,57.05953163870464,1.0669853124625284,7.560894656309835,moderate,peaty,17.009776391087286,14.286710628473887,poor,soybean,6.181828317986,fruiting,13.32
+34.27036304160803,31.749961037506157,14.264839660150564,5.153752972902627,moderate,clay,6.987299100580196,32.12546044087633,poor,soybean,6.5884803640616045,fruiting,11.6
+23.180529579036342,48.56529110026449,14.49067221235284,1.3039114211612832,moderate,silty,16.774033539993248,41.58618917027266,moderate,cotton,9.28344023278479,vegetative,9.14
+21.054897300328555,88.60939998146229,0.9022622882032596,3.110423985968492,high,clay,18.185545105103785,36.35932322107159,moderate,soybean,3.9485269401329175,fruiting,5.31
+19.226443728342645,23.03603890087052,10.882481906649248,1.231807525665202,moderate,peaty,9.460148381602924,45.87946890155808,poor,soybean,2.922477763076913,flowering,2.7
+34.3714600545489,32.070243745968355,3.7116753587681863,5.111870697919393,moderate,silty,9.222428151402768,27.668767515715174,good,maize,4.698581378699552,vegetative,9.1
+18.242656449750672,30.00929277195884,10.67019511114805,3.932917844995768,moderate,loamy,28.38379155028461,27.08388292722895,moderate,soybean,6.978780539479746,flowering,10.26
+26.34384400625884,52.246043416018246,13.096625551540765,9.887046039219262,high,sandy,13.134084892265385,11.044501687961432,poor,soybean,3.388661269138869,flowering,13.12
+27.67325290192986,99.75895207126894,1.9620564435029928,8.816537052611768,moderate,peaty,28.730374664072727,10.625992524305028,moderate,soybean,4.287629413237867,vegetative,12.56
+32.18474781714286,33.868634416910616,3.962113043049609,8.431037743088343,low,clay,24.190547172861063,37.70583886401245,poor,cotton,6.957296225375526,flowering,16.79
+30.832087058324888,31.63861196794081,0.849126190734175,5.510048941281209,low,loamy,36.55123474390995,28.858645861466115,moderate,soybean,9.214611412347343,seedling,13.41
+35.26801682362937,93.20445838209235,1.1355327589443915,8.263787494156901,moderate,silty,32.900945719658466,36.40923156577466,good,wheat,2.267602566786435,vegetative,9.54
+16.118785848155955,90.56404135727726,0.9294589441577256,3.401826827164797,moderate,silty,10.29802114307499,19.528893234821275,good,wheat,7.707865351033179,vegetative,9.65
+22.41101811948493,22.57922959972436,12.10989416818301,6.045845210618724,moderate,silty,26.35565417171873,44.52369056392065,moderate,soybean,5.839539589561902,seedling,9.62
+22.00335296938449,80.1364768143452,4.825243837246262,4.53626255187469,moderate,clay,27.859436227325563,46.11458041241133,moderate,wheat,7.622741543272625,vegetative,11.25
+18.650422639802706,72.43725611811436,7.651565873793842,2.542077203704568,moderate,peaty,35.1719074067225,36.49186872093465,good,maize,8.405138151022967,flowering,9.71
+22.22945634641108,81.41926478821672,11.923741822156735,1.6535208823156364,moderate,loamy,27.43348669240038,21.11205353738789,poor,cotton,2.3698765202799947,seedling,2.68
+22.744132853572587,59.56019638367377,7.676683109247412,6.023965446744533,moderate,silty,9.924997613989753,18.64623877644332,good,soybean,7.384060915370121,flowering,13.11
+28.047111548186955,99.31033747586363,6.723342908056643,1.8787522139218555,low,sandy,14.045723009603366,35.01999465206022,moderate,wheat,11.452024910291998,vegetative,12.93
+31.5926119731564,23.507761496877052,0.6678114940971527,7.462027870173841,moderate,peaty,27.315963381613415,47.631119101633125,poor,maize,6.226372757366024,seedling,11.7
+24.52751284029535,38.74972691230446,8.736572786782965,9.293216308535404,moderate,loamy,36.91798310377831,33.12449804675488,moderate,maize,11.127361960595252,vegetative,19.73
+32.98675578283453,51.723678957889206,2.308774632987753,2.458954987404048,high,loamy,36.20351383836151,43.57219375099541,poor,soybean,11.71456750874564,fruiting,12.64
+23.404133464489497,55.982235325256255,11.58739949146988,5.238447206592054,high,silty,17.57151492480712,32.6162219421823,poor,maize,8.19512661298716,flowering,12.62
+22.25709193286901,93.70939221596149,4.237196995317784,7.648971337538427,moderate,sandy,34.07356584021605,36.98405175044536,good,maize,7.171976767229579,seedling,12.89
+28.529701396425608,64.8003491261807,10.2757174567255,3.5815569492972417,low,silty,22.89507643032607,32.71106581279408,good,soybean,9.72956746489701,fruiting,13.55
+15.592909007644764,23.60887964163151,9.870241153457853,9.286880676696436,high,peaty,21.251997055777355,33.01454998089237,poor,wheat,9.892718340489584,seedling,16.09
+16.99472809085001,52.62903707405295,9.441796242485292,8.996190029829197,moderate,clay,17.281049792237106,39.57000371170466,moderate,rice,8.236065946791289,flowering,18.05
+25.44923858966317,53.3192329895256,4.370804109289293,1.9337892015671017,low,peaty,28.73709779575051,25.849775512021964,poor,cotton,2.004123359725605,flowering,3.8
+38.57281778479391,97.2392750750228,4.372801769045738,1.2465979437865613,low,sandy,25.985916460575265,46.15990777437527,good,soybean,8.528116412529563,vegetative,9.54
+33.0377944960856,67.93576728168865,13.014196629899285,9.788126346814616,low,clay,18.113234243825996,44.53971393890996,poor,wheat,10.810382960677686,seedling,18.62
+17.203164237513946,70.85208569271511,0.6857063231411914,9.60827522294018,moderate,loamy,31.69933654976464,39.01257037196275,moderate,maize,2.6792222772367005,vegetative,11.43
+36.157950319521845,77.06024250010167,3.1320781850823898,4.800570440193669,moderate,silty,18.277091827896665,39.7370476943318,poor,rice,4.988197246189332,vegetative,9.11
+33.307519265204526,81.60314525456985,9.347478305808783,1.4550699169537518,moderate,peaty,25.453555302229507,26.529632337198755,good,maize,10.569719204089733,fruiting,10.64
+30.273663142566328,70.80408561619913,12.347170688845962,6.569879974714251,high,silty,18.73340185314603,43.301059026907154,poor,rice,8.251721744919296,fruiting,13.33
+35.50732401522943,38.97554809071484,5.696009875756451,3.6406909664979055,low,peaty,9.090683308702223,47.304381343132846,good,rice,3.1415856181356974,vegetative,6.37
+25.10274619357393,89.92367314729313,9.974930149856602,9.430506882104988,low,silty,10.641803147993611,41.80594430596392,poor,wheat,7.966960810294148,vegetative,16.91
+20.53752627134632,78.56958403285041,8.578768084493426,8.15195732548873,moderate,clay,27.985860530827477,15.32091616577544,good,soybean,8.180794239384259,fruiting,16.41
+27.800584727718984,79.34963880775646,1.4358315149895131,6.846344057200992,moderate,silty,33.39281862172906,41.464876868614354,good,wheat,3.0959335469827627,fruiting,9.6
+28.72104388983685,99.72453913877992,9.515377855494831,3.560534627621757,moderate,sandy,21.39620375745693,28.582859751894794,poor,soybean,3.7188067151575592,seedling,5.45
+28.4581593002478,84.20212278906527,12.301600347951156,7.3114172149754575,moderate,sandy,16.395551689399667,34.34798039616362,moderate,wheat,7.833422876757081,vegetative,14.44
+29.126844787002632,86.33211225241226,14.890500644341436,3.6025144008328365,low,silty,16.777411847162128,49.64639832604897,moderate,rice,6.129460061434013,flowering,10.2
+38.71762295597952,96.11244125681267,0.9297810534499816,1.3386788573668844,moderate,loamy,25.917655378935315,24.3741923784296,good,wheat,4.3101193531551605,vegetative,4.19
+37.556140577405785,32.09071998791151,10.070843502466088,5.575911288582466,high,sandy,21.36913064119499,23.94113540429245,good,cotton,8.270977162444975,fruiting,12.66
+36.892925913973485,59.81819011824543,6.510968520645451,5.398160903098218,low,peaty,5.025854693340859,20.525319193096436,moderate,soybean,3.1022501101095683,fruiting,8.5
+35.03542027271568,66.445361887263,0.6419243862399766,7.867053757236101,low,silty,32.00151911541834,15.084924811501416,moderate,soybean,3.131963478002219,seedling,9.21
+38.585702681632135,46.34205833779661,9.408233683773414,8.791064941190001,moderate,silty,9.981127823866611,16.72694694051963,good,wheat,2.1038737541272106,fruiting,10.61
+17.46236604198508,87.15226751156044,2.275195829056715,4.190216398248358,low,sandy,28.618352855824227,30.570759618430703,good,rice,8.540237512657862,seedling,11.56
+21.628081536143487,80.99356973165787,5.989219327742481,5.045257091833038,moderate,loamy,17.04748691107116,46.39199307497376,moderate,rice,11.312646965485492,seedling,14.75
+27.376398641364624,77.67064596064992,4.289822841081833,5.233603776800754,high,peaty,25.230090519298592,42.39597069963298,good,maize,2.205777711619745,flowering,6.62
+36.16336232808513,99.77195518065336,5.73686933293094,3.9180167593514144,low,sandy,34.9291081770361,17.299682940251344,poor,wheat,6.0177322747366055,seedling,8.8
+27.629142788068314,40.750509872671245,7.64408593176377,7.690482312626713,high,sandy,10.39954088594499,32.46760582787042,good,maize,3.753240501361529,vegetative,9.83
+33.70086848353972,78.83658013403371,5.70853822109796,5.698910666856695,moderate,clay,32.217232246290166,43.87698566132519,good,rice,8.462339089085363,fruiting,13.25
+18.473997631222904,64.11235799247206,8.514612123548318,9.225601969497758,low,sandy,6.340795742467883,31.579721246890987,moderate,maize,6.474341273060684,seedling,13.5
+21.310345324414005,45.039134599510085,3.96042050837638,6.852796947060274,moderate,peaty,37.24790032307975,46.457284853353286,moderate,soybean,7.897797319064582,seedling,12.54
+33.294402375941814,32.84694965785007,9.712745627711532,2.907069030045752,moderate,clay,12.055528593800757,46.315398389073074,moderate,soybean,10.402029610326275,flowering,12.42
+19.1183502221931,91.67070696540377,12.879563559810377,2.4832778387233274,low,loamy,32.80447930469557,23.92976118111899,moderate,cotton,7.689079944249908,vegetative,9.77
+23.78389836637317,67.63643861662763,3.74897218027058,4.351459041246629,low,loamy,7.35271726333803,44.95718291644011,poor,soybean,7.358777808712068,fruiting,11.83
+21.621656445339283,85.99470701126357,7.864219629906526,4.122338862312759,moderate,sandy,16.446694731004815,33.404632151601234,moderate,cotton,3.4359622058998776,flowering,7.11
+23.746542355561964,63.62759872012359,9.906001875973386,4.664186423762592,moderate,peaty,27.174158833860528,29.1938523683667,poor,rice,6.621463621665811,seedling,9.24
+32.70810122694925,37.59816645232157,8.687078902594534,2.652319632739979,moderate,loamy,28.05886357084398,40.97061099190188,moderate,cotton,8.277163643707034,flowering,10.34
+24.196179528570028,47.00390504802602,5.801916969787277,9.804004030238405,low,peaty,29.458335766188597,41.58467032087219,moderate,wheat,9.064659285935385,fruiting,19.69
+28.881583065198505,50.52310739788372,9.811895766083351,2.31138795581856,high,peaty,17.280067632700792,37.01689446616782,poor,wheat,2.8195920445560576,vegetative,3.28
+17.49829692636024,97.83478500029618,0.9095699900461054,6.873838968018889,moderate,clay,28.310287976061183,42.43575083023413,good,soybean,8.84901772874343,vegetative,14.33
+35.125442330865695,20.4506622705106,5.863640363948279,1.117623115581308,moderate,sandy,19.99755023419444,48.05695649423714,poor,cotton,3.9581276613468095,fruiting,3.82
+24.24721564120312,98.85328184196057,8.222877112294546,4.662649344871118,moderate,peaty,24.807197261135997,44.92349814824826,good,wheat,8.610531645838552,fruiting,12.32
+31.21335397583356,98.43693080878646,0.7988908031200378,3.782650591855327,moderate,peaty,24.15292714306081,12.970130835463335,poor,cotton,4.796487168740182,vegetative,7.78
+33.13474004154581,99.69206324241092,7.8609080304223475,4.438221739654766,high,peaty,10.884895315659374,44.00115907234587,good,rice,7.908346349096095,vegetative,10.38
+20.24152305279251,58.12705431357077,9.98668968110161,5.482696102958022,low,sandy,34.630939088349194,41.26110767728335,poor,maize,3.5527038050916757,vegetative,8.77
+37.11687462383375,97.10471756967996,11.508511616839154,6.40337501371886,moderate,clay,35.34994007881252,47.0696557567,poor,wheat,11.602331173641293,flowering,17.51
+30.40560629017382,51.64793454798619,2.143924180436741,6.2516021031487,moderate,peaty,12.130387620648206,39.58275827153125,good,cotton,9.007171433626123,fruiting,14.96
+25.71812854378704,22.103555253470937,14.863190685929576,6.6764230310900174,high,silty,19.57867205710565,45.1141406907435,poor,wheat,4.546105439999344,vegetative,9.46
+19.558379589455487,37.94777490974116,9.289431669358883,8.600929142984114,moderate,clay,21.27065196420885,10.408750471387954,moderate,wheat,10.316179545929511,flowering,18.92
+38.55752344753017,95.62369959499075,5.766309992878785,8.980454400531862,moderate,sandy,24.21227058769516,49.11221297329984,good,rice,11.569756997634654,seedling,17.85
+33.87670510329063,21.101175466832,4.11184638962235,7.6352527050471775,high,loamy,5.7795411775953305,17.636252162419524,poor,wheat,7.429622944931816,vegetative,13.19
+20.20061406833122,63.679530833838,8.807004494409512,1.710480186319636,high,peaty,31.55852971048917,44.56918221714578,poor,maize,5.489505618489705,flowering,5.35
+23.44276936810561,26.048127111574324,13.284818883915277,9.65163152358941,low,silty,35.16854075985266,47.18442531521041,good,wheat,3.890680117063721,seedling,11.53
+35.24185645220183,42.91172627420628,8.04819824404979,9.526582777123416,low,loamy,9.9767857222962,10.088937337831648,moderate,rice,8.178133692126579,fruiting,18.23
+32.391941580383474,27.04742805695093,10.091344806271923,7.405334150908184,moderate,loamy,36.38201331200816,46.54712362672238,moderate,soybean,4.49551417333305,fruiting,11.15
+34.144607317893104,88.76228968904451,5.686598373338123,5.656951642617314,high,peaty,34.781927574360154,43.168475316634,poor,rice,10.868145217143017,vegetative,14.68
+26.030027555323308,67.28565677181646,6.128208177290103,3.25556522502303,moderate,peaty,23.97898624989762,46.89650582378426,good,rice,4.723817570515845,vegetative,7.12
+32.91190656605417,92.16851725746504,4.649539033692434,7.807160255489884,low,loamy,14.61560985218106,17.075292199803457,good,cotton,3.061478638599368,seedling,9.25
+24.66234307159784,75.06825596321826,10.731740768339476,8.900741608446602,moderate,silty,12.262138599812287,41.09763733809381,good,cotton,11.888133979998155,vegetative,19.5
+20.28157292345491,97.68233049960796,5.708219524540193,6.986688408009441,low,clay,22.119390500183016,29.49943419018032,moderate,soybean,5.8808132767066095,seedling,11.16
+30.816925871034,60.79021238083253,3.265387858597969,6.661653695755937,moderate,peaty,22.75214511387245,20.307561399989616,moderate,maize,8.56097967724129,fruiting,14.67
+39.40034813996985,71.09684654102996,5.85630828191045,2.737042341135276,moderate,peaty,27.8153920906267,40.24685615847515,poor,wheat,4.656510396478822,fruiting,6.82
+22.76502428488324,66.10470559112453,12.880494513574966,4.220168706047707,moderate,sandy,33.05731091773157,28.93012905471138,good,rice,4.501084795068849,seedling,6.98
+26.52423980531349,58.74083435572902,11.20465463186539,7.508225998292609,high,peaty,37.70749544877141,45.9953875013599,poor,soybean,6.303430307234585,vegetative,11.95
+31.85003427674634,87.67674923384101,5.352292244721677,1.1520886496610103,moderate,sandy,32.86983128521152,38.42926013295679,good,maize,10.477329816663993,fruiting,10.68
+28.5376570530622,71.5620108536288,13.648729990132184,6.771378494699976,low,loamy,36.81658628876364,15.565815318411902,good,wheat,7.635500768486132,seedling,13.0
+36.08569489272623,84.10498118843782,1.5850732092032709,7.900032709092232,moderate,silty,22.477897479701063,20.030538835633696,good,cotton,7.244955787802626,seedling,12.64
+34.043567661737896,82.90911492819305,1.2214299754978266,4.0123403764370345,moderate,sandy,6.360960787165226,20.581341212175445,good,soybean,5.853838455837497,vegetative,9.21
+16.457430096558927,35.28361285242362,2.3483201443859985,1.6855099228071015,high,sandy,6.814056317731852,23.762003610112103,moderate,rice,4.473874705176714,flowering,4.63
+39.96053084809435,72.0130826014115,2.188593959949745,8.372074409955987,moderate,clay,14.39706339826907,36.65801716979777,good,soybean,9.611248413049664,fruiting,17.79
+33.810061342986685,35.97184153450673,1.7735975676789375,2.2765314653652045,moderate,loamy,26.489517593423464,45.77330255017036,good,wheat,2.15601182540308,fruiting,3.03
+36.59758290735283,66.66563825950166,10.08946787397089,4.337209953727962,high,sandy,16.732845251637972,33.74801028376361,poor,rice,11.376168949881723,flowering,14.4
+31.27994280238366,74.19477475570403,9.212214505003644,7.36528694561002,moderate,sandy,10.81502966081821,40.0720684652863,moderate,rice,9.698718536017932,fruiting,17.0
+36.40712820116906,99.77880572700695,9.890279903434864,8.352873888862902,high,loamy,34.76732838493241,22.66931586523671,poor,maize,5.195635147337156,seedling,10.29
+17.809574373217735,22.44335825197907,10.481307785349436,8.761437266396642,low,peaty,39.474817016602245,30.8985922357175,poor,rice,10.37729111851484,seedling,17.15
+23.69344588898289,27.29939152909768,11.474756410969858,5.77375472450004,moderate,silty,5.5824534342942425,30.16505374444288,poor,wheat,5.398369664675855,seedling,8.99
+36.91052359011232,26.16213570969852,3.50406544855295,5.28284526810279,low,loamy,8.12984323366227,38.04239298557735,poor,wheat,5.177194164662595,flowering,11.43
+20.041380281672307,51.8689029013392,9.523400941904598,8.634855493162267,low,clay,22.47685644116476,30.718357773334773,moderate,wheat,5.07475701179286,vegetative,13.28
+16.95605246450057,85.7270689188651,8.910705560377412,6.06769385542724,moderate,clay,16.818353674147616,23.37014522555321,poor,rice,6.015477544805794,vegetative,10.82
+34.70297349863047,87.52450662297085,14.18307037415037,6.20785655573708,low,silty,32.37529250371955,19.756296114093708,good,cotton,10.26813523948557,flowering,17.61
+35.887153891082406,78.95836765769214,3.869332001474904,4.905760311944206,low,clay,27.900577138961776,20.188237954938263,moderate,soybean,4.5976608760035536,fruiting,9.77
+19.066305454747518,91.7502593463958,1.3514825484278052,4.355325747289356,moderate,loamy,7.397862793387885,49.23537709295321,good,wheat,8.191387686976729,flowering,12.72
+36.35864956956789,45.8287955335562,9.975678510860876,5.324867715608462,moderate,peaty,24.070912380516624,24.299059470829302,moderate,maize,3.652068100257377,vegetative,7.83
+32.169194889929244,27.05237154018393,11.23250618343232,4.283627443265145,low,clay,16.778639080648908,42.26416388055193,good,maize,11.89035979348509,seedling,15.29
+28.0020670804146,24.65224223918801,4.606342084209484,4.091918049723147,moderate,loamy,38.77894181570546,12.854656082570362,poor,rice,4.227853343177021,fruiting,7.67
+35.756254819534625,88.1706175695509,8.7773022486252,9.942979078071044,moderate,clay,21.634766709105715,13.586129163999626,poor,rice,10.324509174281898,vegetative,19.02
+25.481231232974142,78.4349035482953,1.3632729502451837,4.025921446646633,moderate,sandy,37.4682298260706,37.44604609839879,good,maize,4.348390589055076,vegetative,7.57
+19.84984890558493,75.88922448088967,14.42065019694019,3.3074537277940044,low,sandy,6.056110668927793,28.288364724100354,poor,rice,6.473633515009875,seedling,9.01
+22.12131691526534,47.1741070836535,2.0939121128379448,4.185316808583639,moderate,peaty,8.614613325052932,45.21973197167247,poor,maize,4.600493556344366,vegetative,7.56
+27.629100457332868,50.3924150894581,1.4797727742039375,6.317032065724955,moderate,sandy,18.51941632805183,44.48881097129335,poor,soybean,9.386434069029963,fruiting,15.0
+28.2832698168294,96.64908231194552,1.1395973126719765,9.198914379608484,moderate,sandy,36.04348470494506,40.2262896298963,poor,cotton,8.629415039306913,fruiting,17.63
+35.13952066103084,25.1043795278348,6.6954426442986135,8.090778251779849,moderate,clay,24.061142780058237,42.61264885140805,poor,wheat,3.176176421888403,fruiting,10.55
+34.78381809130836,81.89853895502341,1.9088162801292556,8.580170251681313,low,clay,33.84491837087785,44.82016316504696,good,soybean,10.01658701730519,flowering,19.81
+29.53416393011437,44.77066589667145,11.297399493855842,8.731077496154718,moderate,silty,14.92353717582013,41.34302197797221,poor,rice,10.988800845668552,vegetative,18.36
+34.51963708413691,23.124369473004485,13.533675329082882,9.284755568021806,low,peaty,8.9023006041591,31.07568999743294,good,soybean,2.660543731030641,flowering,13.41
+19.79433645734177,79.40560885939648,4.273174518710427,3.115641096179919,moderate,sandy,13.611358726319864,20.58986147989166,moderate,cotton,2.97730135842274,vegetative,5.31
+16.25161317733236,46.47295085426997,9.617210229145284,5.12529427933692,low,silty,27.58561938912108,41.4952936465081,poor,maize,2.598688731151661,flowering,8.59
+36.840845565867504,77.77180149942373,1.1139074816713577,4.466778999188018,high,clay,35.49959847251276,22.70833084045546,poor,maize,4.596923852860308,fruiting,7.71
+16.88886234406924,76.61235064944961,6.105184839545533,4.436892951521504,moderate,silty,20.92497648645223,19.79271978192283,poor,maize,11.379366267471918,vegetative,14.74
+21.16721074359993,62.7829500346492,4.747660644702061,6.870552865319663,high,sandy,11.776543552957744,16.86670473663414,good,rice,3.895324867716013,flowering,9.81
+32.382973740609614,82.1898503368439,3.814976898385203,4.61622754285969,high,silty,27.316421606915068,35.08754109028381,good,cotton,11.614538944166796,fruiting,14.62
+25.236198440682728,66.48306593369948,9.848490599616136,6.546972753254834,high,loamy,11.892688992999734,19.69915905214553,poor,cotton,5.026534526039677,vegetative,9.58
+36.907849247887725,42.93094822786085,2.388305222198776,4.440514273550271,low,peaty,24.960069579042205,24.993105477841077,poor,rice,9.7472385030036,fruiting,14.41
+22.44949486655674,78.72922408515352,12.980302587806332,3.800153644519807,moderate,sandy,8.580210294006353,38.3625199728951,poor,wheat,7.92638866756876,seedling,10.0
+15.296783666733983,67.13118527021788,10.140120642346654,4.177694605988627,moderate,loamy,33.389727384925294,41.75317033373537,poor,maize,4.219858697052628,seedling,6.91
+22.5163910140186,21.018182535193645,10.805660090976842,8.233813504123837,moderate,silty,33.18083298444415,22.590586574178097,good,soybean,10.626863490975277,seedling,16.36
+29.451876229620797,92.13153422162476,14.062492475536189,6.409459326060019,moderate,sandy,23.943942431387796,43.71200361797506,moderate,soybean,2.4409290249675992,seedling,7.07
+24.398459385082333,63.65148946594508,14.164406636786463,9.765979597149531,low,silty,6.336391217640739,12.318269454100284,moderate,soybean,2.1088187044595057,fruiting,12.75
+28.37181889396888,89.49018123836254,8.498958695378919,8.493906037417595,moderate,peaty,14.806489564626755,49.43491183763111,poor,wheat,6.351042167170769,vegetative,13.43
+36.91495297087547,90.61894711857956,7.683007350646717,5.37202547500637,high,peaty,9.839969794241808,26.67505859873085,good,rice,6.194214695643055,seedling,8.95
+37.81212635575921,55.59733253880708,5.363033319290197,3.1813870158466826,moderate,clay,23.32095433237833,22.995408661837224,poor,rice,8.58554873056135,flowering,11.13
+21.649351616352803,60.61279971609848,10.87578834793579,7.065182003096307,moderate,loamy,8.56070057948262,46.94702984492852,moderate,maize,2.3135906870027294,flowering,10.0
+26.55351183174752,53.26035101404816,8.304028861207287,7.539814245807421,high,peaty,35.44042770835649,15.295561021903636,good,wheat,8.824108769123981,fruiting,15.05
+28.72860038103628,55.95494202464364,14.026688656231808,5.177583818127631,moderate,loamy,34.75575009320301,24.3119484959648,poor,soybean,7.450747584632161,seedling,11.01
+38.72781142220617,91.61177271773822,3.9600762563327776,3.069299191696216,high,silty,10.463432619247907,24.35604471994534,poor,rice,5.271849257073301,seedling,6.26
+39.96543297910962,83.05152111743288,4.998663950632116,6.015144860769387,high,loamy,29.32108122524145,26.97446793866905,good,wheat,6.762556052472017,seedling,10.21
+20.885181221038167,30.12205410524624,5.083311487589547,3.28446327123502,moderate,sandy,29.37761509006419,43.93356308536485,moderate,cotton,2.6603479152050684,flowering,5.33
+33.17449678364538,68.82462252320767,12.186977591072251,9.459984858673938,moderate,clay,18.886403862465343,43.97525936237558,good,wheat,6.443871185498272,vegetative,14.55
+24.45077655582988,99.67253123090738,1.9360848117112088,6.659958232303475,moderate,loamy,10.354968216960565,33.66549186965122,good,maize,7.4664976576293505,seedling,11.67
+15.20270492215533,67.64405609859887,7.106912254340205,3.627378655022933,moderate,loamy,9.623770278989154,49.67035048287224,good,soybean,8.437721341743035,fruiting,11.02
+15.23131306089756,82.86973004744844,6.699920686109186,2.9415761950107213,low,peaty,30.881658301948136,43.76643113654382,poor,rice,2.0875447477957927,vegetative,4.71
+26.514150189056394,81.52491787049368,1.5605245046994995,7.450509550466088,moderate,sandy,12.706209484997672,37.24277039867579,good,rice,9.672701475723963,vegetative,15.74
+27.208372825108366,48.02540206978628,6.456556478893034,7.370139522175776,low,peaty,26.120881524572518,17.978336899986076,moderate,cotton,5.006995807426133,fruiting,13.11
+15.564242414336066,49.74794421631671,7.943980757617729,6.374190083577174,moderate,loamy,35.30585657884032,31.989229554804083,moderate,cotton,5.585734555127838,flowering,11.53
+32.173185419357566,77.92611374323226,1.444018041321242,6.5287092266129925,moderate,silty,25.75848033701215,18.556269599761336,good,cotton,9.4943967055001,seedling,13.83
+22.35008471487383,59.99868252838681,7.893000862447677,6.434821025430607,moderate,peaty,39.08868193844222,22.06624931958409,moderate,maize,11.833490561810097,fruiting,18.34
+28.997327538398736,65.64565673043104,14.408949617909316,4.240931021294655,high,peaty,27.59256624900763,37.434552305638746,poor,soybean,7.445501759162084,fruiting,10.34
+22.52297682913547,77.03246322918702,14.694257685842215,9.43672969006726,moderate,sandy,16.011108970092238,17.376788551963696,moderate,cotton,3.063150329420957,fruiting,12.55
+19.17835787173268,82.20600216312403,8.209356789552263,5.31350617836626,moderate,peaty,34.83635661180979,13.633639327857558,poor,soybean,8.327934305846387,seedling,11.8
+25.179343464971883,41.72132621864571,7.968905522742905,1.1829511013103085,low,peaty,15.881932994453305,31.261823699826977,good,soybean,11.999169529703416,fruiting,13.24
+20.80683411976252,31.743500754957036,4.639868413037676,4.1352520814949285,moderate,clay,39.00496328326707,10.038058364798744,good,cotton,2.0275530601999288,vegetative,5.36
+28.3700244229792,43.34357173789802,14.958174339825472,2.1725432078283955,low,loamy,21.720618077127305,34.35661392924497,poor,soybean,2.514589535510901,flowering,4.72
+19.970713257162,60.60306600736604,4.4763229798657775,4.270454119430951,moderate,sandy,38.36364738917985,46.053663248077655,moderate,rice,6.442432794457258,fruiting,10.53
+27.71014941611568,47.37130538376313,7.067068856379367,6.474362365321594,moderate,peaty,11.425938299251534,17.609707554533237,moderate,soybean,2.1390492748226397,seedling,6.92
+18.93446287172169,65.4690207078075,0.5425438381388097,1.203980270697317,low,loamy,5.398947683035975,25.31076512632716,good,soybean,5.290272401919514,fruiting,6.51
+31.774367737144622,24.27725793005028,5.563868218182485,8.831804781050817,moderate,sandy,11.864595358552924,46.65465980420663,good,rice,4.137814281202742,seedling,10.47
+33.8484421110356,60.78003292910138,1.5358843588279465,6.49278206621358,moderate,peaty,8.442892883040379,38.15484720874294,poor,rice,7.9804146772422895,flowering,14.52
+17.759855856248343,49.43879255501663,11.28545917058442,3.658346886330953,moderate,silty,30.68846078411359,15.412548706587,good,wheat,4.176372485189461,flowering,7.2
+26.69506030093348,62.773340391430594,8.634709568934017,3.800846565318534,moderate,clay,14.25909793121138,25.27978089865791,poor,wheat,4.977467093779474,vegetative,7.85
+16.77179251637184,53.80266839079815,8.79649222067102,5.191013588645357,high,sandy,27.38159663096944,40.23980725222283,moderate,cotton,11.371737709786013,seedling,14.13
+29.954561138550066,42.7380680510034,4.654413645545693,3.232826254016141,low,silty,28.40299640590143,36.59111224547648,good,maize,8.515649881282288,seedling,11.04
+21.61010744824113,92.32863243661086,12.315996208668118,1.039077349848516,moderate,sandy,29.08858691446444,16.226345437187607,good,soybean,9.77872826526814,vegetative,9.59
+28.1906114209677,34.78119907370855,0.5474284173031275,1.2390170336133688,high,sandy,34.14128424419637,12.499283341137,poor,soybean,7.355522114218517,fruiting,6.81
+27.93652523460728,74.50924604644477,5.337217097880785,4.219666047748179,low,clay,10.213804903734236,37.26659253032192,moderate,maize,3.0841831536288726,flowering,8.05
+38.10885865484501,93.97157700659312,10.062713611653582,2.1179950894774744,moderate,silty,6.766241100613018,34.36091127662635,moderate,cotton,6.433322333023357,fruiting,7.67
+28.72708056421807,63.09359677483464,13.664876792545352,1.201273071823737,moderate,peaty,6.039679586312591,12.37370816767132,poor,soybean,4.117820826783384,seedling,4.14
+29.57496199295789,90.11267908635855,3.90193137541588,8.733423430313563,low,loamy,8.63265013407328,48.9924756617632,good,wheat,4.6318393430028655,flowering,14.65
+25.041328144109507,29.98811827466275,8.345950750047562,3.4672358227856788,moderate,silty,18.27149375783485,20.09754284055013,good,soybean,10.41615676455691,vegetative,13.38
+38.72699007957042,59.50310162051265,8.300875597733155,5.5281031945012105,high,sandy,38.85815785383749,25.440941945725307,poor,rice,10.943566609343334,seedling,14.11
+34.429647735990244,56.562022438475154,13.175528351133648,2.6146817577246084,moderate,silty,17.362878422563856,17.1038995696588,poor,soybean,4.238169792849347,seedling,5.42
+22.13513225757104,20.64950456295959,1.232494898617714,1.4205247501938605,moderate,loamy,20.85230251861628,43.140886808270274,moderate,soybean,6.432201978023805,flowering,7.38
+36.1052396444058,55.46058730874676,6.654895635525255,7.703796695397233,high,silty,33.50388520328423,48.50272833832853,poor,rice,11.69094661224188,flowering,19.1
+25.80990900462725,49.52238051060783,3.1457522844830077,2.124611691821051,moderate,loamy,37.150930679684,18.53222693452054,poor,wheat,8.121428500622569,vegetative,8.75
+35.716678588339846,73.58389822196924,0.8122227043296717,1.2314521216329275,moderate,clay,39.00045261067712,21.326763362523184,good,rice,10.078796615567343,seedling,10.51
+35.572201707337555,95.06638228612148,2.631948637547001,6.285072954370689,moderate,sandy,33.92579286339311,38.26063941937355,good,maize,7.3998118777768145,vegetative,12.71
+19.72175466907136,26.86328706096292,14.658824756298888,1.1212081517930463,moderate,peaty,22.588062031678817,31.115567742077413,poor,wheat,6.876767601515955,flowering,6.63
+32.52852828458943,46.19811093716984,3.615303388043885,4.926573503292894,moderate,silty,13.031675674257038,14.202699505887164,good,soybean,9.249287983454662,seedling,12.64
+22.26607423266328,55.52517899154015,14.0579462133691,3.599524436300346,moderate,clay,25.94284346530645,47.14477187657235,good,rice,5.191675564771746,vegetative,7.53
+22.437316749816706,56.41483024275067,3.476187968148654,3.874761864439776,moderate,silty,11.887826636497609,34.44604435928865,moderate,rice,8.426455423044652,seedling,11.12
+22.40870192201452,81.9847776673803,14.003780797075024,1.035091388026268,moderate,clay,6.95036562872241,22.050300395756533,good,wheat,7.184200035117562,seedling,7.55
+33.139206188998706,55.47165326667526,9.99200356040456,9.679114723445158,moderate,loamy,37.17738772999324,29.592125160719405,moderate,rice,9.266013030263515,seedling,16.51
+20.7456510448134,22.17290411629227,2.141669373777938,5.652667922351841,high,clay,21.96766070706175,30.00987406401181,good,maize,3.373587549913794,flowering,7.91
+15.022645881152256,76.8083275674265,8.937769749335377,6.152609197375154,high,loamy,22.78840783604978,31.016710508659585,good,cotton,8.750047189502675,vegetative,13.24
+32.88092133706583,90.78637561165374,5.11845354433404,6.995102364208252,moderate,clay,26.32266591223618,29.892227922171287,poor,soybean,8.385077240087908,vegetative,14.25
+19.279618595878134,61.11237700397383,6.055720761682018,8.177696119447901,moderate,silty,20.79929951036524,32.47173012199707,moderate,maize,11.034076638200776,vegetative,18.08
+17.612059882695867,66.48868173588042,6.8824788886071095,6.471182046782582,low,peaty,20.55506627154269,25.73410802236216,poor,rice,5.757822782293443,seedling,10.84
+20.937903014851504,33.03491511752369,6.629251826689851,7.85978294943978,moderate,sandy,37.03008611475503,15.846507807061458,good,cotton,10.538867866614392,vegetative,17.1
+24.4975130580676,37.65167557431656,10.12957891200392,5.0386176492658805,moderate,peaty,33.579114513602164,36.58332436816996,poor,soybean,2.349876684401078,vegetative,6.73
+26.897658186830014,38.81361912996894,11.641336994566066,4.341476263640395,moderate,clay,12.440726945776458,41.69945989008842,moderate,maize,4.822828766377753,seedling,7.32
+16.11425101781577,54.45935799050362,5.27307649341626,8.408205167339666,high,loamy,15.212217022719589,43.64072812609343,moderate,wheat,2.936397825146255,flowering,11.01
+39.26433331568401,94.25161767165136,13.903277444442502,8.787794717561166,low,silty,28.12179240452738,10.878084230514997,good,soybean,4.503046473701938,fruiting,14.07
+32.901576335488954,61.74278133719088,14.10776155327371,2.240260028082404,moderate,sandy,24.98821716571629,26.185013208853803,poor,wheat,5.375245401720083,seedling,6.2
+23.079851633108404,35.36781161610821,1.0900113386915793,5.88394168264055,moderate,sandy,31.81557738198443,49.13752967738824,poor,soybean,8.193215268533496,seedling,12.0
+22.967431432134934,41.28701886951597,0.7161774388037683,7.152781874375434,low,silty,30.46714174849201,12.502523953885875,poor,rice,2.64093697724478,flowering,10.73
+26.213563734211483,50.72120237817474,6.663461787190385,1.7523886296877014,moderate,clay,29.79915243561737,41.42216377158356,poor,maize,4.09841243602403,seedling,4.47
+30.656120569075824,69.86071805542394,9.064356139321047,9.366371350684764,moderate,sandy,35.80762688081807,15.044518036302508,poor,soybean,9.262820798070925,flowering,19.17
+18.659326664724198,55.20265224032043,4.529618838054893,5.680987954454177,high,silty,31.829358297536057,42.98556642767661,poor,wheat,8.87549056494829,seedling,12.19
+19.723245344123807,51.395587534154,4.261499390743728,6.80911675585077,low,clay,13.499658598894287,36.88885195945545,good,soybean,7.770243181464101,vegetative,14.36
+36.48586457083877,65.17828803191958,10.335840530783264,2.604184732813183,moderate,silty,35.54930196570743,39.00132353157481,poor,soybean,9.045397297630675,seedling,10.42
+21.40637309722681,39.34679959635724,9.224712127505764,3.379912209598846,high,sandy,16.743627179704045,49.09284598615087,moderate,soybean,9.215588339724452,fruiting,10.74
+24.50487494937944,26.31226180676657,2.9236296874000898,2.089010950130821,moderate,peaty,36.88130695638255,47.57935132427564,moderate,rice,4.089414864717183,fruiting,4.87
+36.78179627375293,21.95314518577777,13.325263967344805,3.375988496685,moderate,sandy,33.84944876512253,22.174859296486986,good,maize,7.315187689378424,seedling,8.92
+31.578695734995563,40.100733077370165,10.359653017335512,5.431570887626189,moderate,sandy,7.592988634462696,25.008660774585003,poor,cotton,9.168468059349182,seedling,13.01
+23.54279698354221,27.327362731557496,5.7573556129506205,8.502666395115668,low,peaty,31.99482151097579,26.287268607581986,good,soybean,8.687780404271297,fruiting,17.83
+32.09248864311552,46.90725108166134,10.412558004871675,5.803510735183271,high,clay,22.5039939827224,17.222995462441972,good,soybean,6.691190544179373,flowering,11.38
+15.492080384535342,81.83468322878045,2.133469758133331,3.200172384079865,low,silty,39.1989465388362,25.24539529991736,good,rice,6.292101503472312,flowering,9.88
+33.39106650028413,77.30354643894707,7.289713806323813,1.401589674016552,high,clay,21.04466276031566,49.16099470612775,moderate,wheat,4.543113255449211,fruiting,3.9
+27.175401012905983,68.8742098230423,2.9502739386136096,6.59772852316304,low,clay,7.345271170298087,29.58252143258566,poor,cotton,5.8575574416962,flowering,13.47
+35.32955368211153,88.2000195103583,1.100753068862331,4.781439076299833,low,silty,15.259779707547573,48.10403555285117,good,cotton,8.619915829078785,seedling,12.17
+38.86594130016171,42.56540996354214,5.405730919180346,9.85918480135363,moderate,clay,20.05732983947722,12.858318758573876,good,cotton,5.968670807197769,flowering,17.06
+38.14471373736421,90.80430024239726,2.685664510471357,8.017838968705236,moderate,loamy,25.71711872966406,11.571421013215698,good,rice,7.72879563402842,seedling,13.32
+37.73162608638352,51.939133573534335,9.686010375830458,8.275265373460325,high,sandy,10.323702438951662,33.01320534503209,poor,cotton,11.443143320491606,seedling,16.8
+27.80424889834718,52.07146546133012,10.2739844632568,1.110115205923571,high,loamy,23.027891954398623,39.45015165155686,poor,wheat,2.471171890259664,seedling,1.81
+24.00355285347345,52.42812909004172,2.6560384402857484,8.000157996136515,moderate,silty,21.9215480731385,18.69836047979373,poor,maize,9.546781359720311,flowering,18.29
+26.62588311826682,27.84754929927852,0.8568885812496809,2.7515197960794358,low,peaty,34.283189524328066,30.13433954305356,poor,cotton,9.278535427771809,fruiting,12.26
+32.24740008283402,98.03923986648444,11.995753143709823,6.272162850594753,moderate,peaty,15.584101878535757,44.91762000592152,poor,soybean,7.046037814021721,fruiting,12.59
+37.09994442177967,31.08054222601273,0.5298268005641531,5.026794150841468,moderate,silty,20.733110539086237,40.46897797351202,good,wheat,3.463630686896199,flowering,7.79
+20.17465757500299,47.27085795753476,5.486739793164936,6.144434655199119,moderate,silty,18.60144322773692,19.27255671731233,moderate,wheat,5.566735882557119,flowering,11.99
+37.954828961542574,45.544025626140574,7.671457821662212,2.200991764806966,low,clay,27.12809797656924,23.37885661184923,moderate,cotton,5.097714551409636,seedling,6.56
+35.37950579924723,25.974354625336773,12.370311733807275,5.112025132700317,moderate,sandy,34.26661446351201,22.23165072379445,moderate,soybean,9.12330542864386,fruiting,14.07
+39.471400379455865,32.18081040895014,12.65910031981904,1.332502173564968,moderate,loamy,28.646844635336382,38.78027605350025,poor,wheat,7.0278926154622265,vegetative,7.05
+37.006294332042174,23.588666894830865,11.011621888851604,1.368994133436677,moderate,silty,21.276714850061094,48.72724590887031,poor,rice,5.511962228968506,flowering,5.97
+21.998433242297665,43.39235948484108,4.084365526828519,6.919643176966629,moderate,peaty,27.324039326811786,21.20313773918587,poor,cotton,8.418211790072828,seedling,12.76
+17.648897783601193,89.33255392231251,10.942710547627977,9.56528536124962,low,sandy,16.278538680931128,33.53202078192196,good,soybean,4.571980459404088,vegetative,13.7
+17.806026799789716,47.15537645899076,4.074818369215654,7.996536268343048,high,sandy,10.043494461724816,49.54234014931954,poor,maize,8.413409977804406,vegetative,14.73
+22.280582964456904,29.895346565390337,3.6118187801096737,5.222402025138794,low,clay,16.190127355667407,16.303177739143155,poor,wheat,11.753253733749313,flowering,17.65
+30.35459309961348,71.65550947071344,8.43335533634272,1.502836660831356,moderate,peaty,20.529134807670857,36.36329260473626,poor,maize,4.064222765306084,fruiting,4.99
+35.10800815242931,99.72807296439284,10.343389435593908,1.4051813451139377,moderate,sandy,20.374272655093165,23.279523885834543,poor,soybean,2.9745849045259805,seedling,3.15
+37.48125767453912,38.5859031625542,1.2692506057193689,2.421030349972523,moderate,peaty,30.81604348670773,49.66674231425822,good,rice,11.287608995975331,flowering,12.42
+30.593834609230814,42.36568042964556,1.3703277163068224,9.78229453540624,moderate,loamy,37.7720876319338,14.350854200614002,poor,soybean,5.589625570628606,flowering,16.69
+15.140782818701345,97.74776434246309,11.870474958843452,4.587949597970469,high,peaty,18.613579090659307,28.050264681703773,good,maize,8.660641622921144,fruiting,11.62
+19.657919412963334,34.30210300403897,12.962710138999457,8.590665626853806,moderate,sandy,8.025698157058738,20.19893451786165,good,soybean,5.483179270311087,vegetative,12.66
+17.4931550963342,60.89712539673311,9.264393286957462,7.346281950537373,low,peaty,6.169461468656798,11.2672936614651,poor,soybean,10.292603891316308,flowering,18.59
+24.08311188922525,39.17217064128759,6.718006140749846,6.4488579329445965,moderate,peaty,5.138346967439233,48.54388686254525,good,wheat,6.897233399349863,flowering,12.89
+27.53377484084365,94.58815183209953,12.757088954188196,9.530435004883676,moderate,peaty,37.83350531112106,32.72687497031573,poor,soybean,5.126222129962883,fruiting,14.08
+16.08492946446402,98.52168116610352,11.067846975242288,3.0737041355711976,high,sandy,39.84716729696191,38.03148625354012,poor,rice,10.17868926878415,flowering,12.06
+23.711949394891384,85.17582768960123,8.904115877253394,5.094006962222383,high,loamy,6.798442714471916,34.810997775894926,moderate,wheat,4.591583421480678,vegetative,7.85
+19.479491865633065,45.18270526502484,5.136478268257069,8.782506691071358,moderate,peaty,17.537304637432385,15.9389442639163,moderate,rice,9.260872867546478,fruiting,17.36
+31.176754156471848,52.2789980224404,3.3709283940238355,5.965851768780194,moderate,loamy,28.42707980533677,16.822416153697116,good,maize,5.276416316823539,fruiting,11.06
+26.6068092331085,39.38445469331371,6.570759069436977,3.2180062566349994,high,sandy,11.263088969958662,35.05782093220509,poor,soybean,6.472313050651383,vegetative,8.11
+27.38294117334772,91.26063736071931,4.658927351423068,2.880247751580491,moderate,silty,25.805301587182964,41.19238064819109,poor,cotton,8.262703411530683,flowering,10.05
+25.692294700836527,93.16466221505264,5.419249522149683,7.775929009380709,moderate,peaty,33.47660759438412,34.44280808122822,good,soybean,8.540503311572532,vegetative,15.17
+38.90049276216418,53.50965297968378,7.976650302024471,1.1151000482687987,moderate,loamy,35.03302503990064,32.81495494319092,moderate,cotton,6.675318868508869,vegetative,7.08
+20.36837812803908,72.52264559224015,2.951862375798342,9.227728696625949,high,peaty,29.724723700667,39.8384927362993,moderate,wheat,3.4434309196609005,fruiting,11.57
+27.916606496096858,33.24425438197551,12.18956186107047,1.165761893036827,moderate,clay,7.861746204878036,19.74433428333949,moderate,maize,9.529067503420872,flowering,9.7
+33.400434209133394,54.79487202907272,2.610177194864128,6.678901421926337,moderate,clay,17.19385246017692,39.26584597184066,poor,cotton,10.851478151902416,fruiting,16.82
+28.921110328364065,70.5199285338798,7.4744077716038095,6.442731652978066,moderate,sandy,38.85699718698849,26.448817799553808,poor,soybean,11.166485313232522,seedling,15.66
+38.22552214292003,50.832249481441565,11.316584402166333,6.205700359493029,high,loamy,11.746427213460844,36.96200371483128,moderate,soybean,2.9856979793749043,flowering,8.56
+24.449208891032104,48.6079620549168,7.532800261499146,5.2690874578008,moderate,loamy,20.88741257499973,20.988666123046965,moderate,soybean,9.184277193209944,seedling,12.85
+26.59189514432945,20.079919381355413,5.734819922035262,8.6718729941975,high,peaty,16.696192712953724,15.498598050129608,good,maize,4.084468518573472,fruiting,11.84
+17.21305788036821,84.34347710216913,7.385923934429889,6.933995832614358,low,clay,12.193839964253591,11.166360653700176,good,cotton,3.024157115704588,fruiting,10.41
+30.22497777629821,91.14700896171584,12.805725133675036,8.036760533494542,moderate,peaty,16.323763064322648,42.138968339001934,good,cotton,2.711200369147732,vegetative,9.33
+22.20529921120265,97.55708236366657,14.861259625117386,2.0396962538127084,moderate,peaty,11.63315358418603,17.878768729706547,poor,maize,2.0434658402107524,seedling,2.91
+19.007725987889224,77.54171080553724,9.651577694696815,1.4490877371169817,moderate,sandy,35.70386739390763,24.53857400535416,good,rice,11.221629921346908,fruiting,11.28
+28.613282322612704,63.90338498959076,12.00493861840616,1.256756580368008,moderate,silty,11.105514931203968,40.75419723038793,good,wheat,8.050185552011417,seedling,8.21
+28.307756584497767,41.54276158469675,0.7100859493096856,2.324853869262335,low,sandy,26.824045893813302,28.00727740869135,moderate,maize,8.033172497958567,fruiting,10.3
+16.89679103060119,99.94395807707988,13.265283938106304,7.003071012289742,moderate,sandy,37.98104644838831,18.70195675224512,moderate,soybean,10.11371513276082,vegetative,16.16
+32.455386337361816,67.18022836256844,14.333721518954814,5.446195801670537,high,sandy,38.34259976697557,17.79049611952916,good,rice,10.617424214715252,flowering,14.84
+30.59430476627132,74.4923257864357,8.839955455484773,7.770270305458638,high,peaty,26.014863381518754,26.31741388481248,good,cotton,2.0456299884151177,flowering,9.56
+19.72543206866243,74.59249295642542,11.430170499873189,2.725573030678968,moderate,peaty,14.48135731441394,32.60705463773817,good,wheat,9.546424718929355,vegetative,11.67
+26.735871553851094,87.62014366057451,7.934798772921086,4.302667377734155,high,peaty,13.676423396119374,25.69406788083874,poor,soybean,5.88966847458201,fruiting,8.55
+33.008072911964,20.773803107753537,4.649954236606051,8.996477936945904,high,peaty,31.16147378011476,46.18278296877944,poor,soybean,5.278667282941871,flowering,14.2
+28.235893513531916,37.61975523450975,12.857595593753686,9.4214309142568,moderate,clay,39.32475636754793,10.153361212537654,good,soybean,9.445993193370557,seedling,16.4
+24.88722690458925,73.24272001360112,9.154132323941155,9.295562394902548,moderate,loamy,7.715824263291403,26.08046413463192,poor,maize,6.3017653011308274,seedling,12.77
+23.058461452023597,91.61165894596542,8.901054714975402,8.364745397806864,moderate,clay,32.63140034779015,39.713394968596624,good,cotton,11.861884195609267,fruiting,20.12
+30.25984666610134,74.8271025537085,10.057416955697493,7.194122907381027,low,loamy,9.30448828477955,45.63564468535801,good,rice,10.42911483631024,seedling,16.03
+38.477717457756015,53.079303319494414,12.9120459045183,9.223101046247171,high,peaty,15.436487148399506,24.33607270374953,poor,wheat,3.9168321209531127,vegetative,11.53
+31.793621011937084,48.92443966962093,11.112638823678983,7.427634326493751,low,clay,24.831827819320708,36.943565174890445,good,soybean,7.133525935118431,seedling,12.77
+16.868647590907887,79.03584066266563,3.561300816128306,9.585426238529443,moderate,loamy,15.402864406309568,33.21395012073492,poor,maize,9.042233352800087,vegetative,17.71
+26.517124337053342,79.29901577097547,7.268941393906133,1.223094988331996,moderate,silty,27.759141123135525,18.061298661486436,moderate,maize,5.329592967442241,flowering,5.11
+37.27060328776569,68.56463940045523,14.71432581379999,9.294778773051194,high,sandy,19.601855611752114,37.23777401393867,good,wheat,3.678359707501218,vegetative,11.11
+17.361560645027172,43.31736192778696,8.541130349560232,6.001664825254373,low,loamy,12.668980657373725,19.98258431866011,moderate,rice,6.405031026406359,vegetative,12.28
+39.72189280343858,94.01238547124348,14.10455762532658,2.0061797663841245,moderate,clay,23.582576174904617,41.356306672960784,poor,maize,3.238456714720714,vegetative,4.46
+38.72673484113553,64.15039536949112,12.293857551539311,2.934201427635652,moderate,clay,5.840340730542647,44.63604780670926,poor,maize,4.356552150798141,vegetative,6.06
+16.956862018246895,83.23938849986645,10.157339906227003,8.669433555234221,high,silty,30.937742246932565,29.136891877928036,good,cotton,9.20197813031939,seedling,14.89
+38.33533301123887,37.14466097294653,5.565795438566451,5.555052593618644,high,loamy,23.280110313693772,12.16498365335891,good,cotton,6.05298618035998,fruiting,10.14
+24.07831475648656,47.52326308917823,4.912630539118865,9.84535951145713,low,sandy,38.13451112982318,39.494102358327545,poor,rice,6.388660188834898,seedling,14.26
+36.11772917689656,89.9663613109874,9.829605446815023,2.057779985544739,moderate,clay,8.597631422699669,28.68860647227523,poor,wheat,8.29051350363317,vegetative,9.09
+25.459583442831786,24.008562395197472,6.772137992272956,4.712531175101162,low,peaty,30.63022833799552,13.78076920282993,good,soybean,5.812958923118849,vegetative,10.51
+26.021377817562897,60.98522490053297,12.081927530842544,3.9868699877268408,high,peaty,15.53326378838566,23.245480842859436,good,maize,6.456108457713238,fruiting,9.11
+30.856077274438565,58.53643838752072,11.52662272333284,5.645218924584295,low,loamy,18.060203917063244,21.62564599439161,poor,soybean,9.539097305247235,seedling,13.82
+34.36193548189958,80.09841511264656,5.025892057708457,6.7009403698274665,high,silty,17.19703528005934,39.054375942955886,good,soybean,7.240211506516806,seedling,11.17
+15.844728773706215,42.551501647946594,10.68956735439555,6.9546652244348905,low,sandy,17.530767125058958,26.96266819515982,moderate,soybean,10.3592690546391,seedling,15.67
+29.82889988817836,37.52534574876796,7.670977756409169,1.0116629192060025,high,loamy,20.07922335769872,33.481907974001004,moderate,rice,8.599841910806365,flowering,7.98
+19.668324852434274,94.0906271018587,5.187735461802958,1.8006439040341111,moderate,loamy,5.735169782160254,30.04394447587563,poor,wheat,6.631893903943984,fruiting,7.98
+23.648737946580077,65.73677215667718,6.48801559508728,1.315574502903567,moderate,sandy,34.63650748320042,38.97027712956856,moderate,wheat,11.11287430699458,seedling,11.27
+23.699216653880413,28.37516546269236,13.482602074577798,8.781392317584496,moderate,clay,35.86285799351846,38.72203382975702,poor,cotton,6.164730631860291,flowering,15.24
+26.72650850552884,35.44289297714569,5.713006535776837,3.8196302784369,low,peaty,6.384478722531585,27.95159329702333,poor,soybean,11.562968237414935,fruiting,15.31
+23.353410296904336,99.90608476113988,4.667289463132142,4.303570976887279,moderate,clay,32.160111775679724,15.401333271919937,good,soybean,10.841274948358784,flowering,15.29
+17.684027961266693,35.64871970017539,5.601204700296998,5.0533412405202345,low,silty,7.529541339698243,26.31505421795419,good,maize,5.11083770449266,fruiting,10.43
+18.640718463136285,68.83804090829429,3.6119673250260296,8.643739575282183,low,sandy,33.27347593996117,16.405408636327934,moderate,rice,2.224955328261899,flowering,12.58
+15.835949639027442,53.61024631964945,8.397207317246766,1.1274963486592142,low,clay,26.45457026377973,48.36631662421422,good,soybean,4.828061636926094,seedling,5.35
+26.756227133218857,90.84792758798685,2.637828326676717,2.0675644694186537,moderate,loamy,15.722346658486911,48.00576392000549,good,rice,6.615449831330092,fruiting,7.75
+38.86119237132471,80.41348738362622,12.352934903335289,7.166468099268103,moderate,loamy,26.485890964072546,28.26742649142341,poor,cotton,10.977170637014892,seedling,15.57
+17.891880591202913,67.75611170094527,3.770913585061578,9.675032704368371,high,silty,22.73261363914684,11.1051150350548,good,rice,4.0090835353858685,fruiting,12.91
+38.65661232507705,20.8591185438386,9.17179789932486,6.785077791673068,low,silty,27.251418868409583,24.985747582655897,poor,wheat,11.564616700255254,seedling,16.88
+33.33403786830234,90.38361659947677,2.3128697343384568,3.3501112162077087,moderate,sandy,21.638012229950544,45.80376034649858,poor,rice,11.809955879905743,vegetative,14.62
+30.93747007335408,55.5733976670973,14.68757064910773,5.678779859079556,high,clay,32.0506107080157,21.52084543653849,moderate,soybean,6.753837250043666,fruiting,11.31
+31.131943883089072,94.52621224148612,7.091344153957883,9.77482428023291,moderate,loamy,6.584433808712889,34.87919377834402,good,soybean,3.4630275494892087,fruiting,13.16
+35.66819120990705,59.6431210283361,12.42148444100281,5.752688919110118,low,sandy,17.049880804305623,17.357489156183213,poor,soybean,9.58595207221674,fruiting,15.51
+17.672996609495534,75.53795913461803,11.645393616924764,4.361568667553822,moderate,sandy,24.57503618303365,43.00656822739362,poor,soybean,5.486053731697885,flowering,9.78
+27.61885808913854,25.54341195733137,10.848549183612343,4.450829993548483,moderate,loamy,25.588506087383287,45.675892834585405,good,rice,5.299825355905276,seedling,8.43
+32.42727845651896,79.61213228214287,12.496790632466842,9.703301577325576,low,clay,10.934074544438946,34.60478784120816,moderate,soybean,3.0015335333455964,seedling,10.68
+29.67051112683909,47.03968250495383,1.9567223255657344,7.470248740585352,high,peaty,7.60853615742087,34.95049922433532,poor,wheat,11.762094656866518,seedling,16.52
+35.819476775582366,48.108721146542464,10.33820936334345,7.184555700598425,moderate,silty,5.734251715992534,25.142401176124665,good,maize,10.940164709872606,vegetative,17.54
+16.80679272528379,29.4924675767512,4.354494911469827,3.088488895216721,high,clay,19.45547686576937,38.28365462482033,poor,soybean,4.952991490030046,vegetative,6.15
+32.26752598747915,31.74857189121618,11.895139128965551,6.03536173987217,high,peaty,16.563551184196733,29.138463461183008,poor,cotton,2.64054831873974,fruiting,7.33
+28.35069325961794,34.860724496496815,14.374597017794388,4.210706786700821,moderate,peaty,24.87327976750793,39.81947471704227,good,maize,6.8557020177639485,flowering,10.19
+24.479021599498587,46.25649348571379,13.57159818271909,3.161813732685548,moderate,loamy,20.73301923330353,48.740475828710025,good,rice,3.7514584873356345,vegetative,6.26
+23.50687455585077,91.35759302204843,2.1668072258681583,9.05997057412694,moderate,peaty,18.792381921386266,42.89503456179786,poor,wheat,6.927461527283009,seedling,13.73
+30.520815819354823,49.46081905840644,5.858510099755905,4.448402278863521,moderate,silty,34.51622075658517,30.69324978555175,good,wheat,9.755300938691535,fruiting,13.6
+37.27488436610662,77.94901652505747,5.782679979365197,3.5450844622425803,moderate,sandy,26.753065211826343,49.15554062466085,poor,cotton,5.737850139047043,seedling,8.01
+27.40439815252788,26.619800311189717,2.273295862213194,9.385483569475312,high,clay,27.61352556469052,34.28328917473567,moderate,soybean,7.772269950259274,seedling,13.84
+35.618079101923,67.28790394175941,1.922827773528998,2.7761175681051284,low,silty,18.363923362371203,12.594896782500133,poor,cotton,7.491777105916313,vegetative,10.02
+25.053909546099188,58.55129850163516,6.080906957053134,7.709543062448704,moderate,peaty,32.18955106399866,39.21470494880673,good,soybean,6.018195983444658,fruiting,12.9
+17.559861569829415,98.23663575636036,14.885037482199412,6.8747243001783644,moderate,sandy,10.323064990768966,42.80248523002354,good,soybean,11.680294239895646,flowering,18.46
+16.537643411465965,87.69662159031704,8.74966844046099,9.28435985535057,high,sandy,19.07002552980834,15.393576238813171,poor,wheat,5.411501384327583,fruiting,13.85
+16.28335928309194,56.38638179509198,9.515833614761716,8.488424238105504,moderate,peaty,6.651086677401594,37.17159865922939,good,wheat,2.338814031109973,vegetative,9.74
+24.50375354894175,82.0114211236271,7.329774195270894,7.347656961456773,moderate,silty,9.04030735026705,46.83666562816771,good,soybean,10.460392589430237,vegetative,16.55
+23.43094377089605,35.4430993035022,10.103793008408331,3.8311449462738607,high,peaty,7.8534049680597136,20.05703811344683,moderate,wheat,11.308732405287458,fruiting,13.4
+32.94842559056424,64.98690619134224,14.37160017079916,5.460121101434943,low,clay,20.45026460499037,33.40034435479491,poor,wheat,6.855793254248199,vegetative,12.13
+33.57053753962165,25.969524445496653,9.036120327408682,9.50046185212462,low,sandy,29.406352503889195,20.983531386325648,poor,wheat,2.819868456596687,seedling,10.25
+16.271349220843497,47.847122580134645,1.4430576659573022,1.2088236752334418,moderate,loamy,15.94438487272619,40.97629659229492,poor,soybean,2.8881770950235035,vegetative,3.31
+20.52808157222537,38.06897452977363,7.64691325293888,8.148986414380351,moderate,sandy,5.93138716033014,33.2264014889866,poor,soybean,7.68107108635748,vegetative,14.88
+21.856546253972493,77.51278522601687,14.894893462153291,3.266293154084914,low,peaty,29.752293737898142,27.12305390892169,poor,maize,3.1882340109844067,flowering,6.63
+28.690299603570235,59.20725529714892,6.117339448616818,2.665152489644125,low,peaty,12.260157350876783,11.159519561457213,poor,wheat,3.961446790542104,seedling,5.96
+18.61288059767376,80.08563830784084,9.111277939609849,3.090021529800876,low,loamy,30.29361407344961,47.79195791672986,good,soybean,9.810200374992522,fruiting,13.16
+18.34853048500001,61.22363501051565,2.0462330697178466,1.5377589234716242,high,loamy,5.2574118736522815,29.909570919135188,moderate,wheat,4.218692725299575,vegetative,4.23
+38.59472223019896,26.91875537213108,2.54711723168022,9.92781841857551,moderate,sandy,15.931973541231589,42.16438172665583,good,maize,5.856427332106267,seedling,13.02
+35.10507268244453,78.82941197860214,13.182881070732456,8.828822289026306,high,peaty,26.743076124551383,25.675796450856325,poor,maize,5.721743301872774,vegetative,12.86
+19.516372552279257,86.65834111902444,4.854997109648366,5.689503717690046,moderate,sandy,35.49027696631176,43.96414548048895,good,rice,6.40159741973261,seedling,10.38
+25.16419519763728,92.2824980730234,4.929043463641598,7.435928607013827,moderate,silty,31.39449549004193,16.401558017021838,good,soybean,6.2026604276650055,flowering,13.44
+23.890549981439136,65.75935562453665,6.114588442033758,6.009358266311569,moderate,peaty,20.73669019772035,19.259756482059696,good,maize,7.21922899714217,vegetative,12.25
+34.775101851635185,80.2868287199596,14.513940757115575,8.30421050005749,moderate,sandy,30.148018099718985,23.33565583784411,good,soybean,7.307420310320888,flowering,15.8
+27.75532291195305,80.16354695061017,1.7236621925347082,8.602886724013102,moderate,peaty,23.813949255008666,13.543813492973058,good,soybean,4.242735175323009,fruiting,12.89
+18.19624342483668,32.45998078391555,12.372079486994355,3.095113853378812,low,peaty,33.46884446202367,27.75363770801569,moderate,wheat,3.4954738402305057,fruiting,6.72
+33.474801578906096,33.13765499676566,5.452589208756804,5.137729935852212,high,clay,32.02229423439692,29.436975554533237,good,soybean,3.858995103460935,flowering,7.75
+24.922199455622973,25.67084046473009,12.817286376789388,6.713629607706139,high,sandy,39.15482591664212,14.59199990986384,poor,wheat,4.043131320146281,flowering,10.09
+21.57310619080368,45.59309081122412,14.880456917815865,9.805967475474477,moderate,peaty,8.672832367494713,27.08394824959012,poor,wheat,10.20998463834835,seedling,17.56
+24.387465550518,57.88068701928516,5.555677448070344,7.144204411865482,high,loamy,16.92467173398954,17.89184202763945,poor,wheat,11.30141492584394,seedling,15.48
+27.44391409017241,99.83182822033736,2.3756673100791508,9.078715096697415,moderate,loamy,11.733188191971353,45.008470791293846,poor,cotton,9.389643839361485,flowering,19.56
+23.57788791042524,54.47946736545356,2.59344472075246,8.61500845888379,moderate,clay,27.076882925371223,30.371736964381565,moderate,soybean,2.415831651252959,fruiting,10.92
+21.047644314793946,78.09940708058967,11.501742918763195,6.238567573107077,high,peaty,28.240969426494782,48.07864569199005,good,maize,7.994199587752348,seedling,11.78
+24.962550720099507,75.47176210180277,2.60136250890298,9.042898240557,moderate,sandy,12.133373937158972,23.65725974102304,good,soybean,9.807486328597594,flowering,19.92
+15.479322768747457,36.358556020046365,4.276112743752231,4.396795550427109,moderate,sandy,19.754341001017025,23.65580571027003,good,rice,7.215220418556258,fruiting,11.34
+34.312446152407844,24.680572115954917,3.4637759831001564,4.4135517740348025,moderate,loamy,26.07525778935169,23.54847387269796,moderate,soybean,2.8000599781409337,seedling,5.67
+19.273622339189643,63.680540122687,5.657339178449247,8.02869078918402,moderate,silty,28.06336205714424,20.73138055553581,good,cotton,7.120283013244911,seedling,12.79
+16.09761534076593,76.02444738515808,1.5783153396704683,2.2108929907150987,low,peaty,8.592644454438242,41.36946460942056,poor,rice,8.373562533688023,vegetative,10.34
+31.34246732262698,99.86014321490048,12.92276599490524,3.7524269571257705,low,clay,37.23754898015843,21.30963244765596,poor,rice,7.695718361794659,fruiting,11.78
+34.348403220591806,48.68888418249366,12.972121521114406,6.477152057860081,high,clay,6.192909026281201,21.520528535150323,good,wheat,9.216291026433495,vegetative,13.86
+35.34572828982108,91.70916496648772,6.487527027999001,4.780590389802537,moderate,peaty,39.05298412434859,11.875850346625082,poor,maize,4.671970481854792,flowering,9.56
+27.337729566515,50.554596469534914,9.375269750840392,9.466513388994056,low,peaty,16.07140370765721,48.61445526287576,poor,rice,8.97559176506395,vegetative,18.24
+20.134204617249637,75.15293667444102,9.808297778112417,9.62655462657223,high,clay,16.072095045494613,45.45175395388027,poor,cotton,5.33034052650288,seedling,11.82
+33.43069193124567,67.86023444136416,11.364242672515967,5.523231779324102,moderate,clay,20.61090984157778,21.70038623370093,good,maize,9.1300830056483,seedling,13.08
+32.49282692885843,24.238303464207757,8.050006269388742,5.851557013291131,low,sandy,29.323542596361523,30.83076149163737,good,soybean,6.884295156231115,seedling,11.27
+21.15676835257933,26.27107415762068,7.899872658904447,7.521643826413941,high,clay,10.586062428968654,29.30980385377822,good,cotton,9.829063657354498,seedling,14.31
+37.58519389656982,21.66112717795688,9.653904771259056,5.115384327107561,high,loamy,13.924467299851528,13.508123861030173,poor,maize,7.025022023767081,vegetative,10.3
+17.609286452070727,49.66672676751916,10.694201737213223,2.7108862114642918,low,clay,38.65504396761762,31.24788555083638,moderate,cotton,4.876781964951823,seedling,6.88
+39.56720598978314,79.66408390128086,5.527010466924151,7.722722517606376,high,clay,35.68947502537901,14.533063875652314,poor,rice,11.89787544508558,seedling,16.64
+36.50619527443661,33.820431519257816,5.290371862397818,7.640073004176984,high,loamy,12.43370896793382,27.363585064921985,good,wheat,4.4212453301387695,seedling,9.11
+32.19746613697688,68.46823747071167,4.410916859390683,3.2048299305260155,moderate,loamy,25.055400233195737,13.512171474440686,poor,wheat,6.026223333622184,seedling,7.58
+38.46874720699582,43.10622240248623,8.458275052034853,8.496248678029069,moderate,peaty,12.1260612680179,33.55664742748803,poor,maize,9.751993779651002,flowering,18.68
+33.0577792080927,83.75940991832577,5.722257498558699,6.522842767781447,low,clay,24.25214401602664,11.960355349035016,poor,wheat,7.178364626022441,fruiting,13.88
+19.76142492575115,83.87169192023927,8.334542381760663,3.126714492838289,low,loamy,17.802065325449515,35.13714520787834,poor,rice,8.830809210185993,fruiting,12.0
+26.053903452820293,82.03316119731389,6.386779104490363,6.868352297518338,moderate,sandy,17.684865896115213,38.28873877085926,good,cotton,6.879673875010217,fruiting,13.1
+16.787575608290883,61.98668110411014,12.632645647013582,3.102485736615047,high,silty,27.22744481174639,32.83452772310682,poor,wheat,8.105085439828418,vegetative,9.56
+24.741435557202884,42.765336806388135,1.5603884763091806,3.38709658672016,moderate,loamy,13.814429685846784,28.77960121639613,poor,rice,7.122479615529759,fruiting,9.33
+33.540075493430216,84.75552351029077,8.797053607267783,8.632083761228404,low,silty,19.149086181822128,12.431708253423416,poor,cotton,11.916894763705644,fruiting,21.01
+24.661083773270438,34.88804495513932,8.846544383514367,9.36542412315837,moderate,clay,37.38405972911947,10.454130836291506,good,rice,4.074900136333745,flowering,14.62
+23.257354386703355,43.18076816229248,6.063901002811147,3.3119439252239,moderate,sandy,31.437767976376318,23.6972611710923,good,maize,10.91542480807557,seedling,12.69
+29.8838930627578,34.715816492849726,6.604802971165576,9.352459333766673,moderate,sandy,18.41492051488301,40.85009736256524,moderate,cotton,6.645189291199266,fruiting,15.56
+36.80511322497237,73.93681283101182,12.101904732802463,3.1491896185211816,low,peaty,13.059165296758213,35.89111579869481,good,cotton,2.251806004505485,seedling,4.66
+16.18957981365281,74.89888224926545,4.569768798774855,2.055406289883271,moderate,peaty,28.065407060531275,15.011237749221134,moderate,rice,11.779764932585772,seedling,12.44
+24.636760867493383,72.20079942294024,13.13535497567936,1.5240149026413503,moderate,clay,33.269138996436865,37.5175665281478,moderate,wheat,10.694783884644018,seedling,10.74
+18.956018545381568,53.24811734917343,13.496977909953053,3.1790191674937,low,loamy,35.12676384511963,32.99662361644009,poor,maize,2.735764732091848,flowering,6.12
+32.38385626829674,28.01368057611466,9.93397991383184,4.467218866095118,low,sandy,24.749844795434825,16.668927741826888,good,wheat,5.835150065411465,seedling,9.01
+17.643114010778373,92.8935667612017,11.706436848767426,9.347935420983742,moderate,clay,23.08799499541692,40.2120656568512,poor,soybean,10.635072987946602,flowering,21.23
+31.620193964506115,60.61847712097905,9.387739161140082,3.1794219973542583,high,clay,30.187484046656778,43.21218034731327,poor,maize,7.066423039034835,fruiting,8.5
+22.154521769947685,52.55777559288732,8.116257149325579,4.28918810455804,moderate,loamy,11.151839179701335,19.302297266944954,moderate,maize,11.239206348870578,vegetative,14.71
+19.972920343430616,67.10599145986346,14.51682743662833,7.607402872692148,moderate,sandy,34.824862737386084,35.43545173453268,good,rice,7.962145515896811,seedling,13.2
+38.40881394562463,35.423234865528464,4.59849698129823,3.718666791885534,moderate,sandy,7.587322657132143,25.12529920921022,good,rice,10.09700247404784,vegetative,12.37
+15.463114418648896,30.60390232838995,2.7351887263251258,7.159313365116224,moderate,sandy,26.10559152495316,12.338439927435436,good,maize,6.501654620912953,vegetative,12.92
+25.944431797239226,52.44201771663548,4.668537765566471,4.888700373236522,low,peaty,25.639272992763527,44.45412895545107,good,maize,2.9271897609339974,seedling,6.67
+15.540674811544845,38.17765552799284,9.412071321501957,2.7680045739325507,moderate,sandy,15.874581031609104,42.8297792384707,good,cotton,4.26996653984571,vegetative,5.73
+27.089826202608226,39.54322356297317,3.185159852466583,7.606530108722224,moderate,silty,6.241200007758264,22.717700325606213,good,wheat,3.356169410927115,flowering,10.88
+27.52618444486045,91.40091902228237,13.677803626781554,1.243349500210157,moderate,loamy,30.12492052812715,31.260206672420345,good,rice,10.018463619988935,seedling,10.6
+23.04156178486868,62.46073417486599,6.4598538096481946,3.6310134256568105,low,sandy,5.846094310319471,30.49478557646861,moderate,cotton,11.236856450616155,fruiting,15.15
+18.304044438125597,58.67752514586809,12.824461735231733,4.205633852515408,moderate,loamy,11.28640882061466,17.098365254806396,good,soybean,4.306471826816143,fruiting,7.47
+24.409688443361883,75.15836749828779,4.113929895667843,5.123964294888724,moderate,loamy,24.048288978733133,15.826956335829454,good,maize,5.217000925636172,seedling,8.19
+31.80657349831415,96.12384909413916,5.040941148699839,7.118823087785255,low,silty,37.89940611513269,43.77071501620158,good,rice,9.39733476230044,flowering,17.88
+34.55989521611148,28.975885157645127,1.3587392590012004,5.134644947674332,moderate,sandy,7.307672805164885,44.694324580310905,poor,maize,6.33405153345113,seedling,9.33
+28.26876505970356,86.68276536874058,4.237631536690822,6.3489170105759465,high,loamy,25.25754277009567,39.00718840403214,moderate,cotton,10.102156892012438,seedling,13.68
+29.74585986099389,66.72153438942767,7.609550374967871,6.362011705760356,low,sandy,16.511256219488473,12.910621000297864,poor,maize,5.184518039876996,flowering,12.39
+20.01540927811632,31.69322830494698,14.218985306987014,4.359444849064069,moderate,silty,28.4296290008104,46.36568700961701,poor,maize,7.275657949662079,fruiting,10.92
+22.18325833069124,43.77194549511933,6.139093121426724,9.405741391792288,moderate,peaty,38.35180855209461,49.23010939433332,poor,cotton,10.33989995512616,seedling,16.75
+19.04739025130896,58.58891331717916,9.776286252508516,9.602684477887983,low,peaty,14.400661047949878,41.024557163588376,good,wheat,5.499205833067519,vegetative,14.64
+21.23238375011528,75.29417156619384,6.7017967032974255,6.236657956850193,high,peaty,38.45744447669667,24.136506729867584,poor,cotton,8.412269042757988,vegetative,13.15
+20.622169505638293,39.40856135627618,1.178481836135148,1.6452179226588872,high,peaty,35.471920532104065,26.23099089411934,poor,maize,8.462245656566868,seedling,8.39
+27.98621965978094,62.79030523740719,7.801223075502189,5.420148078303422,high,clay,26.246957054123094,44.78546907119871,good,wheat,5.519289919211859,flowering,10.07
+29.067218894768235,74.77373019326893,1.4557478772068524,2.6597739411460646,moderate,loamy,31.538283523096784,21.207444302280088,moderate,cotton,9.435882625067872,fruiting,11.79
+38.62368552053761,55.8992600678005,13.313648906664271,5.348930696856133,high,clay,35.27108015171402,15.674304444633709,poor,cotton,7.285447267008213,vegetative,11.03
+19.88926617753808,89.04207688961407,11.419035948288252,2.696348390486876,moderate,sandy,33.12140211853489,42.912171666859415,good,rice,7.940369235254396,vegetative,9.81
+31.0418927540374,89.55672822723236,5.99044633315931,7.334697210839959,moderate,peaty,16.434768997528508,17.733302011160653,good,cotton,5.905535868262554,flowering,14.07
+35.43148172468807,57.65529741123566,9.7831706597737,1.7238620805970826,low,sandy,33.44114268945598,46.29199315001529,good,maize,2.899582031729432,fruiting,4.43
+29.006036594576315,97.83405683271197,2.1244082520433154,9.579736687563315,high,silty,15.97315944270694,33.82728508064356,good,rice,8.983499087721723,vegetative,16.75
+21.37509131252689,26.046807392435785,10.687047310958436,2.7583830049001743,moderate,loamy,35.34777523189638,32.214794094857005,poor,wheat,5.430262833548099,vegetative,7.33
+21.563755750500007,20.26899026583493,12.429619930376308,6.945907024443209,high,silty,13.941311772411373,41.029973256006826,good,rice,8.084727098756664,fruiting,13.82
+15.981326326774996,50.453461104313526,12.4153119038044,9.252661156565404,low,loamy,25.029130081301098,10.6586115282871,good,soybean,11.078644898626113,seedling,18.23
+22.636105663712044,68.08776490980074,4.62202444151451,3.2309768258565623,high,silty,29.252327558958147,38.54155985679475,poor,wheat,10.34970354170708,seedling,11.71
+33.6150919750845,70.33601259597287,4.324319831513986,9.40867209133417,low,silty,19.902693070378337,33.939758175748565,moderate,soybean,8.292566074798412,fruiting,18.4
+16.18794393017776,58.11565890350629,8.060266474588838,4.498071990942454,low,loamy,32.40403733663828,30.951227513211485,good,maize,4.274570883112225,vegetative,8.74
+20.482382062620765,29.990665059251693,14.5326963479828,9.64477735527331,high,sandy,37.387456675810064,18.69304493302879,moderate,wheat,7.16331187812906,seedling,13.29
+32.65581246329455,33.63980174303154,13.847583175288236,9.74227472321073,low,silty,11.518858292334055,43.17737779035464,poor,wheat,5.748543269587233,seedling,13.42
+34.56628907057191,88.17183870816073,5.714757985461736,2.692719145623158,moderate,loamy,6.170492808454151,20.02601291629078,moderate,rice,7.910564370822639,seedling,9.33
+26.38296025154821,89.4328905391409,11.80752783965414,8.47978603237949,high,loamy,26.928074592330592,29.59091500633185,moderate,soybean,9.313343817419952,vegetative,16.04
+32.451858461966225,73.91188302885762,13.859107579326132,2.7407891155019524,high,silty,26.07654019045833,16.32321383775189,poor,soybean,9.262618717367118,fruiting,10.47
+24.698804216372302,73.13743778231058,4.283433752905273,3.0379655829797345,moderate,sandy,16.94565587891413,48.94840828336304,poor,rice,2.5696202569894515,vegetative,4.67
+18.997831125603188,67.8145702422246,12.539286919242628,1.7571385362105845,moderate,peaty,32.491204181923074,17.7813153725214,good,rice,5.7277941807083215,fruiting,6.32
+24.953737338072663,36.23407085615906,4.3844865901830605,2.4088325184836017,moderate,clay,33.91498920450613,42.12873605708588,good,rice,5.9004948212344885,flowering,7.28
+29.49919550507857,54.260056020792256,5.477590825364554,6.689970714223971,low,peaty,16.61949881105825,20.523170033186048,poor,rice,3.872653336678627,vegetative,10.34
+38.70133204632226,75.6715721170703,3.382900017335935,5.043274570466078,moderate,silty,28.87953748597547,20.24172949631993,poor,cotton,6.86669126499417,vegetative,11.34
+16.718773802216933,62.98018176026709,7.852657086554346,8.118498134519516,moderate,silty,27.47087750774677,26.86841555615071,good,rice,4.790868606615426,flowering,13.81
+27.68485234612401,21.48642672440793,12.728007966787995,3.9879713334396,moderate,loamy,16.992546116502265,43.83390382802005,good,rice,5.4739291207827,seedling,8.06
+23.222994455268108,96.28454453760789,8.156755992814928,9.71762110570953,moderate,sandy,38.92018897957364,37.50229669918086,good,rice,7.725933787178068,flowering,18.73
+27.707792356917363,87.58528420577147,2.289880140549914,1.448852867374372,moderate,sandy,17.12407879438009,44.86539377493349,good,cotton,10.4744630390221,flowering,11.61
+15.599386184413293,40.84360112877903,4.150751017293965,1.5664235896219734,moderate,silty,26.70994081564181,11.888492169552183,good,maize,6.283267958480399,seedling,6.97
+22.825633867539533,69.31671481330369,8.661497075579414,7.312374089363224,moderate,sandy,18.30442444251598,48.22770912215135,good,maize,7.401119241081545,seedling,12.64
+35.496703688175124,93.85915069825502,8.956218105773123,8.987849964755737,moderate,clay,5.4141559696470045,13.085475801103774,good,rice,9.95230674155236,fruiting,18.77
+28.848543346365936,27.680880969092108,8.865135601400612,8.159501724707344,low,sandy,8.207347316846963,38.84261556525764,good,wheat,6.29721245311161,fruiting,14.89
+26.26456232040293,60.24235846373605,1.6165506413401314,5.408353790802224,high,sandy,13.131071615167627,18.286926187254814,poor,cotton,5.861821085944794,flowering,10.46
+22.13812679288349,56.49944206770356,11.428590443203936,3.4267722517451804,high,loamy,33.42588653497047,43.63379426460244,good,rice,8.659255123590214,flowering,10.71
+22.4510630697839,52.81640042268258,13.686708885340597,1.1210637637424343,low,silty,20.472269803407947,44.49446790076212,good,cotton,4.708786872942513,vegetative,5.33
+24.57753583976461,86.847088711434,7.902524742083549,5.585063085277981,low,sandy,25.601828249638874,32.04998971921356,poor,cotton,2.2848436090479423,fruiting,8.16
+35.88926774911401,50.45169173579659,10.923024658192013,5.2807257757834885,moderate,silty,38.03498004108869,26.11482877069757,moderate,maize,3.344106752021884,seedling,6.41
+39.18033017020671,25.09306665928061,13.753224634529992,4.098213095232159,high,sandy,10.145829909414314,41.734848266782905,moderate,soybean,4.754931443075485,vegetative,7.0
+25.966384533759364,25.2670193731442,9.81802994674623,6.202655091752365,low,sandy,35.16367793689427,44.96125453759876,moderate,soybean,10.09313438918465,seedling,15.0
+24.833820968694045,23.41956852196872,10.27772300425024,7.559332276431459,low,sandy,18.273260278703976,39.5303860269598,moderate,soybean,4.105136484269956,flowering,13.14
+36.16376939549657,52.73163374992298,10.96036399406734,7.307994126054182,low,loamy,16.81180008270232,46.27667033373919,poor,rice,8.206724932058929,fruiting,15.84
+25.67263301590759,77.4725022158688,4.277285546083945,3.369275576057939,moderate,sandy,26.893490182749165,35.061263482223474,moderate,soybean,5.093277004923714,fruiting,7.29
+28.80045430739128,36.29779695444124,8.948829183393997,6.267733197531339,high,peaty,36.45234926938588,36.818877263999504,poor,rice,2.5882800975976767,seedling,6.06
+20.77354161496861,71.71748163452395,12.711539160894617,2.3389703072559858,high,clay,17.198756934836396,32.87447846441914,good,wheat,10.3214238022347,flowering,11.33
+33.58756339447688,74.96707776829633,4.7943595887808845,2.094416594995192,moderate,sandy,31.64928844156952,29.526489489191864,good,maize,11.335077168143014,seedling,12.09
+28.299707956769545,40.41616992124784,13.508972244154473,8.072702526332062,moderate,peaty,5.673472958395928,36.19442392495729,poor,wheat,3.662673433938769,fruiting,11.0
+35.225863756008536,68.04461248485035,9.495538271601664,7.243713118859823,low,silty,26.80855643287951,32.44621583516377,moderate,rice,7.097549115938856,seedling,12.52
+34.518318250716746,74.78946720214779,6.636035345779315,7.911360105684658,moderate,loamy,27.06955343228686,39.249599018325945,moderate,wheat,4.878641347809388,seedling,10.11
+20.375119206750718,57.329089824170055,9.536152940304248,2.372160467837988,moderate,silty,24.46211820956144,47.36937544173093,moderate,soybean,7.498827768785377,flowering,9.57
+32.89088876394406,46.93732778240761,6.326968632491608,9.231567304334138,low,loamy,37.823791849149885,24.921887253879188,good,wheat,9.024402311399127,seedling,16.05
+35.00136019878428,69.53212412594618,12.651516226798533,2.1980045190012287,low,silty,37.85069479898932,26.446736737460903,poor,cotton,11.845491690364776,vegetative,13.57
+23.65268101955988,98.22776698624456,7.493619410980158,8.830332713779558,moderate,silty,16.97213068825527,10.601343100839015,poor,cotton,5.483605871233549,seedling,11.48
+19.315227822556864,54.14731274951825,13.567593716437882,4.1714136217533815,high,clay,20.97274883104753,31.08138256204341,good,maize,4.544535939029906,fruiting,7.45
+15.065803889489704,51.33880770280968,7.892217172293484,1.9489068373072536,moderate,clay,32.73314426325236,15.256038255775252,poor,wheat,8.683161423497223,fruiting,9.55
+26.272591327328705,57.141352194089066,10.075341649742114,3.580920645089733,low,clay,34.5368990303892,38.64002842992885,poor,rice,10.430215957351356,vegetative,13.88
+23.81081828847104,26.097471475603857,14.967294104599333,2.633032127924947,low,silty,19.6289081692918,41.18347725331711,moderate,maize,2.2789917387114507,flowering,5.35
+28.872745845635222,64.2530623737112,2.631004694623847,5.416027468225428,low,loamy,17.215930753016004,38.9096226663435,poor,soybean,2.433421182187128,flowering,8.41
+19.70102731471965,46.29579097738109,11.182572656634385,9.547708132357918,moderate,clay,33.7215785416395,31.8657739323651,moderate,soybean,7.812725462151711,seedling,14.99
+36.49163869166188,29.713769786501,2.5136473047810366,3.9508404542426665,moderate,loamy,18.19043209383628,31.36869162403183,good,cotton,3.3044575477808062,seedling,5.82
+21.44388039070274,57.30053928938987,12.663562303583744,6.508890871139023,low,loamy,19.183126741091844,35.86215763300301,poor,maize,8.291305650718282,vegetative,14.65
+20.66074012719125,20.2707189259182,9.148574026849168,9.025487881659672,moderate,sandy,9.743565088694275,32.188032639837814,poor,soybean,7.659431743340562,fruiting,15.99
+27.017851412108897,52.14281961302071,14.10331362879366,6.670665367266088,moderate,peaty,24.003219813967736,40.01163576534076,moderate,wheat,10.014133186690971,seedling,14.21
+27.47127559360685,28.45882143411604,13.05637072820059,4.259792267827879,moderate,silty,16.42568229080656,45.781112587217386,poor,maize,9.972418398880944,seedling,12.83
+20.37713071962732,21.94341627198242,1.5856445432979398,9.917552144582912,moderate,peaty,25.67123552980077,31.445179742943484,good,wheat,10.324467812891395,vegetative,19.12
+21.79651816814789,85.95800369956017,2.4908868543434832,2.686722412964803,low,silty,20.68731736124548,14.413664721149232,good,wheat,11.34256586463894,seedling,13.33
+19.242630978881124,93.29990426261078,9.216978464798965,5.709304134059572,moderate,loamy,31.18477619672522,15.24131534450207,good,wheat,7.902467030179562,vegetative,12.78
+32.96150445807917,36.61397186872853,8.015562279160086,8.170349488631174,high,peaty,14.722050527251072,25.03673787574857,poor,maize,3.4478574709979544,flowering,11.19
+34.25222578135205,63.1438611067409,2.9441943938949464,1.005839826195019,moderate,sandy,11.019984558254691,29.851709740105807,good,maize,11.146157542647684,seedling,10.89
+26.558212436482066,42.2366525704788,2.375708809938922,7.318389269281933,low,peaty,29.60359162710442,19.002014981562677,poor,cotton,11.965392800826017,vegetative,19.08
+32.852175567125435,59.486195093774576,8.67786635990339,3.398490070353448,high,peaty,18.4444521008064,28.110008267528336,good,maize,2.3846486174625587,flowering,4.43
+33.39838479843614,54.93050567153282,1.2093624456374923,2.5275405042268946,moderate,sandy,24.72612512625646,15.429356675627206,moderate,rice,8.0200357538986,fruiting,9.3
+18.45688819194521,41.52408440643885,13.169161892824864,3.467750170314623,moderate,sandy,37.937405756539725,19.63320030580904,poor,maize,5.742084295886312,vegetative,8.3
+39.154450620863415,76.03148637082381,12.202702337137996,9.701347832558056,moderate,clay,21.94327932423652,39.35835792465042,good,cotton,5.037507825158471,fruiting,14.19
+35.525798677410776,30.11927674562034,11.887864589810796,9.02741733315717,low,silty,10.333724523633684,49.42281289497648,good,maize,9.692739290694869,seedling,16.64
+20.11208652989559,24.24582257370937,0.7319586320907454,2.923790108173322,moderate,loamy,19.93462296166635,17.448123821765215,good,rice,5.013841363271776,fruiting,7.02
+19.65412589365176,81.41403464298233,1.1907936794847005,2.053240958066001,moderate,peaty,21.74858415413032,23.563863199167947,poor,maize,3.4967577095339744,fruiting,4.4
+18.141528639489568,73.27440249765439,8.472667256685565,4.277373440630209,high,peaty,31.80924438072765,24.02746587847475,poor,cotton,4.426318515181119,vegetative,6.85
+18.45946406354796,59.88208993171184,14.919172488965575,6.331028320900661,low,loamy,11.831588942382298,18.933043186211496,good,rice,7.37373107047468,flowering,14.81
+33.70404497571741,57.42318163780333,5.4635849140846,8.804301657230086,moderate,sandy,17.141561857016864,18.162278085967856,poor,cotton,4.541820442951339,seedling,10.99
+26.741356423790588,59.7929103593141,5.493434837877487,9.6948111253607,high,sandy,6.75099118475233,15.267773355135189,good,soybean,5.495012774094385,seedling,11.75
+34.57335431849668,54.96192608789383,2.4470305194987585,7.760380313557889,low,peaty,29.569227599287185,46.300583830914846,poor,wheat,7.74822669129183,seedling,13.61
+33.656372358755135,51.43138366649433,10.27786915422277,6.391064914314902,high,peaty,31.037632036487853,35.97489414366908,poor,cotton,8.920772282963396,flowering,14.64
+30.115317837630545,59.975248230889626,9.87681199041308,2.2809882351791524,low,loamy,21.0016979080965,21.61871772542172,poor,soybean,2.7004015948048528,seedling,4.52
+32.159165164466984,62.28121369278084,1.9691750374978063,1.6662553873597994,low,loamy,23.8394030532514,20.323778553723507,good,maize,6.11480106262946,fruiting,7.89
+15.458893109478543,75.35218512668968,7.277478162491091,6.36424190676281,moderate,silty,31.243484338110463,33.58892617534918,poor,rice,9.144716964751696,fruiting,15.42
+22.79444117012555,76.89657285872181,10.172586177918626,5.851576951902344,high,sandy,14.390550066587798,37.88889511805992,good,cotton,5.278556643430873,flowering,10.46
+30.945554481485253,50.21032641121157,7.655983976667942,8.61479296960692,low,clay,26.24378500616441,20.1203427577606,good,rice,9.574490015627276,flowering,19.66
+15.233623837156106,53.0832418194791,10.278271937038957,3.903452657695935,moderate,clay,38.73717716897327,23.886514036889707,poor,soybean,5.424521383438645,vegetative,8.56
+15.824423592064836,49.895773578897845,12.3359207627566,1.3572177161482912,low,loamy,28.02887364442711,21.62449288319532,good,cotton,9.592945996775423,flowering,10.91
+36.297199561759584,62.92286189005683,10.44432378026563,4.813374421819299,low,silty,7.733854785247737,13.50833323943418,good,maize,11.5579435678297,vegetative,15.92
+32.100621542301795,56.26828303313562,9.433656419542595,9.722640735439654,moderate,peaty,15.159102428868374,25.461137616861464,good,maize,7.041500351477694,seedling,14.01
+21.6342433280086,91.16771705089548,12.877058725695152,8.160174144428709,moderate,loamy,23.169431201716307,31.344446970797257,poor,maize,6.827555101011363,vegetative,14.35
+32.19907100296773,75.7089013533178,13.558534234111928,1.3039495627804585,low,loamy,7.543476833961903,36.21465017337478,good,wheat,6.844682130602642,flowering,7.9
+34.81141672848158,91.89251070035564,6.13885333904916,8.872110135083577,moderate,loamy,28.679943415844857,26.66946741959788,moderate,maize,11.523635326691284,vegetative,19.61
+22.66985707775253,76.73095932475405,3.012123371996346,5.2452054065918565,moderate,clay,27.897426974552097,49.33480473718485,moderate,wheat,3.592744325114187,seedling,6.67
+15.900934437479686,97.67937188190513,12.358975858116734,4.2829122863616025,low,loamy,35.671329171943746,35.03350770607474,good,cotton,9.402959541598028,vegetative,13.45
+38.31947811719336,70.85894226042153,3.599420055842506,4.120655867225124,moderate,silty,22.49974758539735,45.4633823428489,good,cotton,8.897344987691053,seedling,11.43
+23.629495957390763,97.08401105304438,13.969784711361742,6.356298277349779,moderate,clay,29.224849241826966,46.639510505742095,good,soybean,8.324412605452322,flowering,15.29
+17.66204408211766,32.65359123275409,0.8317302057176,5.775394765966863,moderate,silty,11.370637302857102,42.85597455805159,moderate,soybean,9.394089938652066,fruiting,14.91
+27.296421784828684,24.198214466352308,13.8584321479799,6.909645197514367,high,clay,5.1004392441273625,20.79942329309763,poor,rice,5.193103899698052,seedling,9.41
+34.211694891603344,66.33001481630873,9.04315339287491,6.16277318536042,high,silty,11.028889802608964,27.25108429524919,good,cotton,11.280242688708446,fruiting,16.01
+20.54118286543898,98.679456463982,11.73376068943678,2.2955011735754667,low,sandy,7.177510940745581,10.015406029895429,good,rice,11.078076832588303,vegetative,12.89
+21.737251253334083,53.40841978419174,6.278142512433865,3.315124078824864,moderate,sandy,19.970130870074925,28.05627544610661,poor,soybean,4.304798771017,vegetative,6.36
+21.06787466996458,36.96346897543677,14.879886232678762,8.569266148916508,moderate,clay,21.390616804226426,21.75010822228103,good,rice,7.143593768108841,fruiting,15.08
+39.79182632079196,61.72331593548112,3.799495699711211,6.969326632260669,high,sandy,27.556544412839514,14.47584305323126,poor,soybean,5.135848209896881,vegetative,10.42
+19.935093343263564,71.90388996631108,4.332983108253535,5.03560562873267,high,peaty,9.927015324766872,43.543514080932056,poor,wheat,9.907751422643877,flowering,13.79
+29.3880054241531,45.21429564127112,1.2457704385433577,2.6434128865047883,moderate,silty,12.51506341236662,36.93787463920238,good,soybean,11.002932390139456,vegetative,12.71
+38.13161604142411,77.18154867994076,14.136863764390856,1.0692193237958072,high,clay,32.94141568951653,49.96414167171344,moderate,cotton,7.349563345291646,flowering,6.27
+18.67241422194448,98.00916056365806,7.112424902180804,3.806986628697562,high,sandy,25.178287317271582,29.935537696350533,good,cotton,5.206296438625271,flowering,7.44
+39.2713549466925,91.75704973684935,10.285360013430564,1.4936226123400187,moderate,clay,6.027725778957097,23.228245438835067,poor,wheat,8.454261476693638,vegetative,8.93
+38.686930859890616,43.32682988097562,10.46789054821119,5.340557197787096,moderate,peaty,34.69416353133722,20.552455804786035,good,wheat,3.4243192718625552,flowering,8.53
+37.11429967645657,46.13789465156786,13.180280338098823,8.396213074823876,moderate,clay,27.04319593785413,27.414443877478057,moderate,soybean,7.088483068003431,fruiting,14.86
+20.363913033250057,49.72329795596709,10.141416134372935,3.568587952440676,moderate,clay,11.532368725276992,22.39488714313961,moderate,cotton,9.586385677322063,seedling,11.84
+30.85137640027458,51.56422227149163,8.649307143410715,8.629787453995446,moderate,loamy,13.822300943992264,49.63034214328222,good,soybean,4.627849301405945,seedling,10.47
+34.022286824031,28.025559935462358,10.799618600770131,7.341079564779305,moderate,loamy,24.37415948388349,17.311757018016767,good,soybean,5.919377607564918,flowering,13.49
+39.65069820491074,80.95702711114313,11.389076585545334,2.1273609641937883,low,loamy,24.628041353410087,10.76518779778032,poor,wheat,8.543327936645507,seedling,10.19
+19.51059555203426,49.22714108885604,3.1959552206029884,6.801057021426249,high,loamy,33.18160323791323,15.19997975603088,good,soybean,11.596682224890838,seedling,15.67
+34.15064748798241,90.38559813643616,2.0901720651629185,2.3651182657498886,high,silty,17.550392336066857,45.66129306895908,good,soybean,2.793812380507256,seedling,3.18
+23.470029248177823,94.1552498496087,1.5853083320406651,6.893118282474268,low,peaty,24.22561012933839,37.756770371579535,good,wheat,3.555939120692047,vegetative,10.4
+19.390661639200054,21.95450474461505,5.923775670576782,2.284430362552955,high,clay,25.388829247437855,41.35888842257895,good,wheat,3.2795171129549887,fruiting,4.06
+25.534423530346373,99.0802455942565,7.721003477647305,4.532602294140094,moderate,peaty,24.553674620433195,22.818862679957583,moderate,maize,4.206180439016502,seedling,7.21
+34.84589780371541,76.80181852001476,9.426923525202982,6.099348432143743,moderate,clay,7.551704588220637,34.90814233536154,good,soybean,2.6061004789448585,seedling,6.55
+26.621245092601303,61.631378079436985,14.391500535499349,1.4533675428154758,moderate,loamy,19.393850605185868,38.315945471796766,poor,maize,5.621425662148097,seedling,5.98
+28.43807750507621,51.162208669804265,5.296423393001591,2.379775103690746,moderate,silty,16.860944245125065,23.056644487382265,good,wheat,4.806187933845459,seedling,5.83
+39.87898525500303,61.48145060877703,11.53267375512048,3.883679425470218,moderate,clay,39.74722013837435,38.98110764371421,poor,cotton,3.9812264638044654,seedling,6.3
+24.97773248893565,45.96997791827555,8.204685484125832,5.160880771946752,high,clay,21.299099722067524,35.18634863195472,poor,maize,4.574235957686108,flowering,8.72
+30.385018867730995,69.81502509572385,3.6913040152602954,8.72638564529291,moderate,sandy,20.232975649169116,21.849400012004864,good,rice,8.43515479557738,flowering,17.27
+24.1311050403843,27.4384221155833,9.421928722367008,2.6854577951858394,moderate,silty,21.92906482478958,12.114235407190304,good,rice,8.889560957954359,vegetative,10.75
+24.81964115821762,69.68980823294481,14.524054585200702,4.12723855452273,moderate,silty,37.17489036892769,19.51459287630877,poor,maize,11.284793960620275,seedling,13.48
+32.3910188361352,42.02758801107553,2.30247033914345,5.281986126521626,high,silty,26.40088491220485,34.781447237059545,poor,rice,4.10296059277609,fruiting,7.79
+38.447174402372085,21.41078632418771,7.85555658596382,3.662007003904319,low,peaty,18.62001856208184,33.961226291050224,good,cotton,3.010048310926358,vegetative,6.51
+28.558973762308035,64.2164612930302,1.2483211351826593,6.631730008487837,moderate,loamy,36.94020887927396,30.30596605259676,moderate,soybean,2.586114322409901,fruiting,9.03
+34.209998223719495,66.27582046821571,5.157636333997253,3.309421912983731,high,sandy,37.5445029548472,20.059004060935063,poor,cotton,6.930961534259048,seedling,8.19
+17.230163970424094,54.12552037692288,9.498738825112872,7.95115379001919,moderate,peaty,14.250945685284178,27.781469702056206,poor,rice,8.459161887158825,seedling,13.64
+20.27895093579817,25.78289860402535,12.695325572445942,5.54638685366065,high,loamy,18.76886322538943,15.761750129182971,poor,soybean,4.396600116824078,fruiting,8.44
+27.55329102298831,91.46743622433532,11.08976211502803,1.7767439511499918,low,clay,38.82605345169216,36.49531784284163,moderate,rice,8.657204880719465,vegetative,10.35
+15.500293090719367,68.9144645782311,7.211423284124371,6.642990057087618,high,sandy,23.936704110177683,44.76640186307206,moderate,maize,3.8738962599469167,fruiting,9.28
+21.32137446906397,29.257063965517567,13.683729978010126,6.123191534188816,high,peaty,20.111077719172744,28.547435948108077,good,cotton,4.224269384886065,seedling,7.86
+27.935032245624157,60.87444612753181,4.889362642844675,4.047376187860055,high,sandy,11.839158734643682,18.519901863085583,poor,soybean,8.64225039655858,fruiting,11.3
+15.37402995640752,59.78034527587772,11.432759448264912,1.1004137055011922,moderate,loamy,18.455359391061634,43.11545164573823,good,wheat,11.544477406582498,vegetative,11.45
+21.61365715565104,24.83214950343416,7.3731308153411055,2.8063138795693527,low,peaty,27.09321536523312,22.523176984484596,poor,cotton,11.031393615973617,vegetative,13.73
+27.85077048689673,68.5487762882358,13.530218442755247,4.6513857599411725,moderate,peaty,6.354540158666646,33.75870528910493,poor,wheat,2.270221368003299,seedling,5.13
+29.32873119953114,84.66611191372516,12.062775913979522,2.799226304139677,moderate,sandy,7.9157200372881,13.016861028802808,good,maize,11.813777739392396,fruiting,14.0
+38.14379232638264,79.92064433987825,13.57131008895288,6.1974200884571005,moderate,clay,5.1881741758316124,38.71749776918534,poor,rice,5.644775507853738,seedling,9.76
+31.1336405812652,36.23755313313467,3.606593809660064,7.41092404533631,moderate,clay,12.662456708325315,28.426868197233823,moderate,maize,7.542697730397328,seedling,12.29
+25.36839506324984,88.98340236433691,10.188181265685015,8.70415891075752,moderate,clay,11.404747960310653,26.93394488493564,poor,wheat,5.453264201900533,flowering,14.47
+38.25877942832669,47.40337325274808,11.20771941718378,6.822843568153739,moderate,loamy,34.77826883368809,47.39345880644204,poor,soybean,10.244062249405372,seedling,15.23
+34.62207458469486,95.7206702633553,11.265006846597608,7.201082991293314,moderate,sandy,11.483330791413149,29.65958171967204,poor,maize,8.72385636980887,vegetative,14.73
+20.00022302781869,25.739837138057094,7.808006531776394,6.47597678707472,low,loamy,28.14133590522672,10.670020529152248,good,rice,10.771981829795386,fruiting,17.71
+18.27105903372049,58.89669508158741,0.6631325740453118,9.869374518514332,low,loamy,9.142569690188168,48.39283533434631,moderate,soybean,4.121250573287716,fruiting,14.97
+31.895290893568323,67.76995017420393,4.290746366101587,3.349005121719174,moderate,clay,25.77459195941424,10.488515742407763,moderate,soybean,8.404173748123632,seedling,10.44
+28.9970791394246,39.81200787796838,5.187862687563526,3.396328124614825,high,clay,20.24670530963398,31.43477777032604,good,rice,7.316478513107347,vegetative,9.2
+34.7418403448189,81.71041509761821,12.85453095058554,2.1370027727967367,high,clay,19.3033840504446,35.34388089536843,poor,soybean,7.888392537659705,vegetative,8.38
+33.47012625196716,70.15165438485737,12.692844348011194,5.371158932825791,moderate,sandy,34.97966624396153,45.77936621566873,moderate,cotton,5.654030463813497,fruiting,10.35
+30.63028834643788,21.448754983036444,2.017861508547857,1.8654553326782968,high,sandy,10.87018133796623,37.16849844000623,good,soybean,2.064373590700446,fruiting,2.21
+39.65955429072231,68.66948725569887,14.272620285683235,3.4313193720829336,low,clay,25.832635539547216,42.445311477903694,moderate,wheat,9.046628584228705,vegetative,12.23
+28.33974325276021,59.31825875347571,3.145633556446619,5.344128358942524,high,loamy,33.765241956152025,40.79690405391868,good,cotton,9.143441565489532,flowering,13.24
+17.827643912542996,35.68233613628061,6.508212043863356,9.618360543370155,high,sandy,29.98638878730544,18.54139448413139,poor,maize,10.700490172988609,seedling,16.92
+35.70683912039971,99.65985816476235,3.6197760086059536,9.674316944561507,moderate,peaty,39.41710374007479,38.01872287700827,poor,soybean,11.625208172152767,vegetative,20.1
+21.296334058642724,91.7729755862092,12.974820798025682,7.693662107229002,low,loamy,5.073705676424662,35.50328700592709,poor,rice,3.991021589222892,seedling,10.05
+34.43255370359796,43.40061560232508,11.366329461960024,4.503251454181164,moderate,loamy,35.95257600809572,19.758834123683343,good,cotton,2.6811214583521896,vegetative,6.28
+38.927677400001286,63.285673663889305,5.626167699873157,8.786451460388914,low,silty,26.470797468883795,15.133238785552514,good,soybean,9.849058752711784,fruiting,19.12
+32.419887849108534,45.32017119282326,10.387240077377804,8.879102217168763,moderate,sandy,5.086958572894457,40.06557483902394,poor,wheat,10.78696577949389,vegetative,18.41
+29.90075402374503,82.03966013088625,3.173319820487364,9.191776427168971,low,peaty,21.29228374807276,48.84505081871521,good,soybean,3.7117716900874154,vegetative,12.52
+26.509654391876012,94.4265146557164,6.043307839452024,6.760225433936917,moderate,sandy,31.860308199865244,39.537833454549386,poor,soybean,3.0905403798325097,seedling,7.73
+24.11024664988508,48.706288553150685,5.968060030902569,2.816135160470924,low,loamy,11.389134328877445,39.97799505793426,poor,cotton,10.487941381890383,fruiting,13.13
+23.82511877429591,84.4467399314902,3.950081884960268,1.8197269549361357,low,sandy,28.74670135293384,16.668180558624478,poor,wheat,11.777489547231994,fruiting,13.38
+30.909317642739765,59.87260341705639,13.206524718951798,9.232979536361167,low,loamy,9.888394711624084,19.882214463178578,good,soybean,6.078284755828547,flowering,16.56
+33.78182792344364,51.72628490492619,10.343263164447327,1.4999149730944268,low,peaty,33.1208353576376,33.43050540613622,good,cotton,11.049298187759751,flowering,12.78
+31.96292673711036,95.07374816790158,4.55912000317509,3.6630105349419537,moderate,loamy,24.89621789124332,11.25723359419801,good,rice,9.7139009402396,vegetative,11.94
+19.960252529839067,60.83237509752252,4.010751029121041,5.382655903339634,moderate,clay,6.186032843291775,36.71691772132696,poor,soybean,4.895002468983806,fruiting,10.14
+27.34967950358728,57.39284002059719,0.7603253294889663,1.1977902358612824,moderate,loamy,8.180649762217783,15.79245007155961,poor,maize,3.5698399378756047,seedling,3.41
+34.791001804576574,73.79475215698744,5.525442679989142,9.162210328104194,moderate,clay,35.23527673841652,26.53585484852056,good,rice,3.949936717804668,seedling,10.23
+26.892601954726405,40.89873608146276,8.138183608072115,3.584088953850115,low,peaty,6.155049596952455,22.80752504261176,poor,soybean,7.26115201537765,vegetative,10.71
+28.415581993387345,45.98342966306526,4.526808657671458,1.2565431902851771,moderate,peaty,15.44899096129909,14.258220019103458,poor,rice,5.973429710801003,flowering,6.73
+34.27840120427055,94.5636668990898,10.656645008231663,9.942309975038668,moderate,loamy,24.841916065128338,33.150859420580545,good,maize,11.58603163728492,seedling,18.63
+31.531632656627288,74.2823876349554,6.470368170663361,3.802538627357638,high,clay,12.47039231314736,24.44983407628389,good,rice,6.15334263862066,seedling,7.73
+25.233623022059817,86.13097182168045,5.086608636654684,8.890884167368355,moderate,loamy,12.848125800732808,11.759399413229549,poor,soybean,2.9715280881902046,seedling,9.44
+37.38531777985547,41.68894095483437,14.116336052459802,5.081270085287929,moderate,peaty,32.16119040777657,27.77679912965017,poor,maize,3.194864473657983,fruiting,7.67
+19.064176716586964,63.50321519438977,4.310612720678016,6.968133109494991,high,clay,15.184810450921717,33.610354829403136,poor,wheat,11.05746837455161,seedling,15.43
+39.88791121475812,97.71170135915986,6.2747354914015165,3.1698113458361927,high,silty,6.350403231671375,15.2165742240423,moderate,cotton,7.180732972897219,seedling,8.43
+17.97131446190593,45.496311922257405,6.043216433551192,5.525877942793198,high,silty,30.23926300021958,33.399756041997385,moderate,cotton,11.454417390101138,vegetative,15.13
+15.373749277605972,32.83811810536335,3.997376012233101,3.318860731825243,moderate,peaty,38.40280854311981,22.080965462752125,good,soybean,11.502202061364512,fruiting,14.06
+37.25047252871912,60.87088065797312,3.6534127272510415,9.559754931385932,low,clay,34.117689181321865,20.385925588530952,moderate,cotton,11.627820603337938,seedling,18.97
+21.1238377091489,51.025687097990094,4.884510272794352,1.5485087117462166,high,loamy,24.199671031627272,41.81932839848407,good,cotton,11.215063401896405,fruiting,11.24
+33.242490686168026,32.76617862293708,13.031424464002123,3.472065347543627,low,peaty,19.870931356430653,28.709666885160708,moderate,soybean,10.878787996403014,vegetative,14.1
+35.27538437330173,91.08411061626944,11.622701864824712,9.037979888948907,moderate,peaty,37.3807809810746,25.116920048092183,poor,soybean,8.208055890162854,fruiting,17.23
+36.47465977580292,99.25791284430224,10.374492955320758,5.320323617565554,moderate,sandy,31.81789034113715,42.520895591083054,moderate,rice,11.517074157333576,vegetative,15.58
+39.78985589160417,65.48657445519981,7.127993393316155,6.40075700713753,moderate,loamy,24.973003443225117,46.413770104313855,poor,cotton,9.955204064500707,vegetative,14.97
+22.35099275099998,81.97414146987632,7.86243277717275,6.865240343460783,moderate,loamy,35.79378116197173,22.60334473832209,good,rice,8.812453317687247,vegetative,14.21
+32.75608354818148,88.72306956370396,4.373513259655175,1.6383476059620703,low,silty,26.059932721722,12.015922532044597,poor,cotton,10.942092760257868,vegetative,12.19
+17.884996457020705,76.07856048174615,1.5775807506208055,1.1596486681772658,high,sandy,39.072663366073726,31.628702537129847,moderate,cotton,10.086417103238572,vegetative,9.28
+25.17023228392124,23.532483928938497,5.300088072446993,9.44056946540176,low,loamy,35.04016674032859,38.606148141015865,poor,wheat,5.8133871065508105,seedling,13.08
+36.19929233281477,32.610738537345426,7.685964461889309,3.4435256076719267,low,loamy,24.265583074342707,33.511629770490096,good,cotton,4.798424842301063,flowering,8.7
+24.191451151477708,25.67913529211092,1.3310391745303205,4.422817993919759,moderate,silty,37.29926733653023,37.52223000880564,poor,soybean,3.507629317127371,flowering,7.22
+29.777384513390352,20.790368531364525,1.779382879828043,7.138838536511946,high,sandy,16.985363378942978,35.86897108810096,good,cotton,11.506275690229458,flowering,17.89
+27.59433609311585,44.47971270057892,4.313865876826226,3.126734893654492,moderate,sandy,29.532445747498457,48.23979636920311,poor,maize,2.85764395734805,seedling,4.46
+31.148788277801128,51.38847683852478,5.822665417095043,7.597642331507664,moderate,clay,10.99464609816648,44.63671918505009,poor,wheat,9.704502709210924,vegetative,16.11
+39.32235973469237,39.28237858687406,6.203093761221226,5.124179639469429,moderate,peaty,36.33777202704172,15.273740896435031,moderate,rice,5.8635013300404255,flowering,10.72
+16.393388162535054,25.168371846905675,2.2093479611760745,8.70948824758652,low,clay,13.681755246101662,28.104155121735257,poor,cotton,6.663511564579245,flowering,17.01
+29.349037937540743,62.389047266934206,3.774409640754437,3.506865721889341,moderate,sandy,38.21613790693382,28.190742307638693,good,cotton,3.211593502903512,seedling,4.93
+36.57571948125712,41.86554559657133,4.293885154922327,2.834402324169687,moderate,silty,5.594701007161749,28.25334841841192,good,rice,3.186309278677677,fruiting,5.52
+27.03456779371069,83.68297238908498,1.48070570491807,8.485195184873849,high,clay,28.864291385774,47.22815796437117,moderate,wheat,5.512377032773698,flowering,13.45
+16.96317964853932,20.644209730022496,5.22844565855061,3.936934584935503,low,silty,10.251965939554472,23.08771454821608,good,rice,9.13136897349905,vegetative,12.69
+29.013483810419277,87.40216410300883,1.5472128049548548,4.706817814004545,moderate,sandy,31.978401526489385,34.570921487286974,poor,cotton,4.680381358279229,flowering,9.6
+23.30184727059551,96.38029431567657,10.700138725090216,8.143370494191938,moderate,silty,22.21670756027438,45.85253786669215,good,rice,8.962874275940115,fruiting,16.81
+18.8735446334484,77.29080505228556,6.097692615081002,6.720188836371175,moderate,clay,36.8377588397459,12.021546119944109,poor,rice,11.966231503548356,fruiting,18.31
+36.225862832086825,78.69152522100532,5.237909645986433,4.975533013890422,moderate,sandy,30.0274223400067,45.14215891110717,poor,cotton,6.246616428507977,flowering,11.26
+28.03998782477804,94.68498492821864,2.3345714868023,3.249014580141022,moderate,sandy,31.889309602697388,40.598359926126406,poor,wheat,11.355165065864725,vegetative,13.98
+38.33191030947667,36.725702824027934,3.784303003950989,7.877808719665878,low,clay,9.216777921306626,18.314895680355903,good,soybean,2.7941857713902447,seedling,8.86
+35.150412615076725,99.56524545668611,3.874225529617292,2.6238793104105134,high,peaty,8.37964236180622,23.0204517864406,good,wheat,5.1345696423532825,seedling,5.92
+32.32429484434168,81.87849627028335,14.785461115662894,9.354516405277852,moderate,clay,34.76951968153449,22.42346988469409,good,soybean,7.989962213932253,vegetative,16.45
+15.125637584132798,78.12565666622349,12.612566002873152,2.352844622106975,moderate,clay,12.902084525388196,18.85226019155852,moderate,cotton,4.147879090103039,vegetative,5.35
+25.69558641595625,48.887246319623415,0.7213032286847585,8.244403227525666,moderate,loamy,35.342963912771246,35.5408548809292,good,cotton,5.732258654860314,fruiting,13.6
+19.937157041300807,63.66219883244885,9.444130566142956,4.818239800553204,moderate,sandy,9.988834811717547,49.31313198946931,poor,soybean,6.513537619887385,seedling,9.45
+37.7699477762217,72.31342306186775,4.210696398117895,2.674056096401608,moderate,loamy,15.795794822883334,16.664471738556763,poor,cotton,8.74152092144848,seedling,9.75
+19.364599616909008,69.62742890537727,2.013465467883972,4.621410444130941,moderate,loamy,37.505855524107744,19.28755437677417,good,cotton,4.179216520690924,fruiting,7.88
+22.151501291482138,76.39877107820647,10.731196565236443,2.9939663457994024,moderate,loamy,34.39012415785155,21.614965265929065,good,soybean,5.527353422066412,seedling,7.48
+27.92091919336248,26.59053912627285,2.408280467291064,2.2239428575226263,moderate,silty,6.898492536693026,47.50284203627099,poor,rice,11.546550215536428,seedling,12.44
+21.58409047495198,48.45187462653574,6.934241303181167,3.1523985903750265,low,clay,20.683412859980727,35.0328634230283,poor,wheat,4.661905407740446,vegetative,7.33
+20.24661693197803,54.72000132763817,9.666394890178902,8.806586252844273,moderate,loamy,36.845374475026375,18.506730705886422,poor,wheat,9.352847405145017,fruiting,17.74
+29.97748312756881,40.850343829997314,8.540173964247336,1.9534814873184176,moderate,silty,5.51652447437899,42.15956270584623,moderate,maize,10.70977289629478,vegetative,11.8
+17.223238068875595,33.8101816215379,14.675621925389772,9.752856289911016,low,silty,8.75618203688545,46.914907844829045,poor,cotton,8.713114875002109,seedling,16.45
+16.45419396802312,31.114198393029024,11.893267890276578,1.0449860831890914,moderate,sandy,27.58185597659437,26.137687774107818,moderate,rice,9.88587188450343,vegetative,9.46
+24.306132379651785,49.31067138052681,11.7258039538486,6.924143389521188,moderate,clay,8.67442190158084,16.912675572546824,poor,rice,11.840400996339758,vegetative,18.22
+33.01661136269656,59.47533604500527,5.656133214174953,8.708607863542774,high,peaty,20.70933878991436,22.396662219493525,good,cotton,5.318461572169968,seedling,10.81
+28.8701689568487,25.03811521173286,0.6217346352200546,9.40561883314088,moderate,clay,22.773797367090467,18.68459010433872,good,wheat,4.581660730195283,flowering,15.2
+25.571911711669472,95.71664756724395,11.14895848022498,2.295870341110791,high,silty,35.10889222274635,18.057080711447064,moderate,maize,6.503391941464393,flowering,6.87
+29.14378910561456,81.21946582886068,14.99611522228725,7.28387646807106,moderate,clay,38.5086787100456,16.831549499449988,poor,maize,8.383194997873535,flowering,16.01
+24.13628711633184,78.46814185483733,6.385247062282426,1.9661429454008257,low,sandy,22.92808317816176,45.04191281843277,moderate,maize,3.0716636920381784,vegetative,4.98
+38.40365838580282,33.82884199909816,14.790018234878202,4.173503444869902,low,clay,22.862611259674377,13.435520818300407,good,soybean,2.5240964029102058,flowering,7.35
+16.37262227276936,68.30406144097512,2.554767588248023,7.5873372175629425,low,silty,30.437836847134975,26.533981181741797,moderate,soybean,3.3760587042491124,seedling,9.31
+31.83478697574588,62.37799574469339,4.799429098732403,4.113759035467602,low,silty,11.737731582683798,10.589402656725824,moderate,cotton,3.6695175637951065,flowering,8.47
+37.28206662069376,98.5975076629355,2.975540510265825,3.8203725545296106,moderate,loamy,37.930048922392366,21.735811994028804,good,maize,2.392759087726829,seedling,5.02
+35.097117718381334,79.81374160641263,7.390051607438829,2.0444915692216736,moderate,silty,5.041962355860948,38.277406576576496,poor,rice,7.922872854427727,vegetative,9.32
+19.60102587053617,66.0609506972985,12.056230321854695,1.597942848952792,low,sandy,5.062785452530077,18.11343027456157,good,soybean,7.803864654693487,vegetative,9.18
+22.39815872450721,88.06501331760978,5.439594527300331,2.0375019215358137,moderate,silty,26.898322663117156,49.94918598883237,good,soybean,6.793592214038989,seedling,7.72
+32.92619846767762,32.40754166885676,13.640319588702136,8.87927297450702,moderate,clay,16.951964229826892,11.93196968614739,poor,cotton,3.307087148062668,flowering,13.09
+17.106763979519137,21.217322375278176,8.400040993281884,1.1007867284283273,moderate,peaty,18.934033410431983,15.459346712084422,moderate,soybean,11.465851959629571,seedling,11.33
+35.296542495814606,75.21866667316186,7.24865399925722,7.235792825817602,low,silty,12.750301155006674,41.47523874392815,good,cotton,9.054314827775556,seedling,14.53
+32.97267361511976,27.864916818979,11.912019711831508,7.91761806899468,high,sandy,19.273083909534115,49.03993426579184,good,rice,3.0142954381034386,fruiting,9.71
+33.24016623088356,29.234691198680736,1.970930707105876,6.11099473714686,moderate,sandy,33.979410019794145,48.16052024719123,good,cotton,7.765989174245578,seedling,11.83
+17.506034256689784,79.57445811396244,11.719410832554782,7.576978250648337,moderate,sandy,29.473730686660016,41.92945781655537,poor,maize,2.3977367559798357,fruiting,9.36
+32.94401362040577,41.642787530719126,4.022804002505987,6.870427021225903,low,sandy,8.312881454507348,48.919462743562406,good,soybean,6.045655343069181,seedling,11.48
+31.99545313049925,70.29049724551143,4.571781934156944,5.100026401852234,moderate,clay,6.983794352650525,43.63177797312609,poor,wheat,10.081728367552047,flowering,14.86
+35.77306227054626,93.39255408741988,9.192079713141158,4.444393850886404,moderate,loamy,22.716747911690035,12.320991855842976,good,cotton,7.312930165156244,seedling,10.28
+16.039898906411736,45.31796253102867,13.578049163169975,9.471987895646562,high,peaty,30.555633717822985,43.825364704385,good,rice,2.9601724639420963,seedling,9.06
+15.577766711694805,37.3715326271935,8.88690077167754,9.747441933134212,high,loamy,28.25711741837464,29.35119743382768,moderate,maize,10.46714406092806,flowering,20.04
+24.325177496964017,28.525030699284137,9.90976555752006,6.861442632625267,moderate,loamy,35.244014279730514,28.27012851629613,poor,cotton,2.744969522405478,flowering,9.45
+18.719707096228824,30.43698891357809,11.760621549276475,2.7756895590862456,high,loamy,9.664261625055444,10.101092673599732,good,maize,6.871774479509117,seedling,7.86
+28.95961193925555,24.97781563030742,4.260209005391058,5.031092461940087,moderate,clay,26.2013422907223,34.810286597329,good,rice,7.138305159144671,fruiting,11.25
+37.93372253766872,27.01139030637921,12.494888255660069,5.468837410743464,low,peaty,31.810509156550093,36.86434692133139,poor,maize,9.736349300447015,fruiting,15.71
+24.786993258350392,54.56036710473232,6.560422161473671,7.821730472145955,moderate,silty,37.8244275810543,41.628617691805495,moderate,rice,11.856484864933604,seedling,16.99
+36.1237594318151,45.66920360191758,3.0470075556218563,7.009994181900874,low,silty,8.530906308464296,23.038119462126318,good,soybean,5.988886898752792,flowering,13.98
+15.006021862946662,76.52486514583984,5.576712152186312,5.633329864851056,moderate,peaty,13.38746477526252,15.125344066539355,good,maize,8.407924687976838,flowering,13.53
+19.212866086479607,89.61933265976015,4.068901119914267,7.123281020084413,low,peaty,17.41070012570016,27.59401243201889,moderate,wheat,7.203062233235367,fruiting,15.02
+15.76058849135214,82.78185625139074,3.816347274466865,1.2165116206039657,moderate,sandy,23.926264876821453,24.491517217965924,good,wheat,2.797146337361708,seedling,3.27
+23.20367951287672,62.45098053325218,4.597166381427909,7.989717896959274,moderate,loamy,19.30142680422344,40.12532973233076,poor,wheat,9.972787621537597,vegetative,16.93
+37.70473989241257,28.195369298612277,3.1234968137602976,2.9046901060624988,moderate,sandy,35.13910494053111,19.17755115238304,good,cotton,7.227334153408238,vegetative,9.47
+17.423803089974694,76.78138271532428,10.181675477698322,6.907682256050342,moderate,clay,38.26844282587157,15.526839166111548,poor,soybean,8.066384168100162,vegetative,13.59
+30.16024441859501,49.02629797814989,8.9098804770092,2.0257592692330824,moderate,clay,7.4527529695274435,27.60741924925542,good,soybean,5.38491583404571,vegetative,6.37
+26.287398477986105,26.852031513232816,9.902407448259712,2.030147523322313,high,peaty,29.48882213076776,35.11958362943592,good,rice,11.148088210329847,flowering,11.28
+38.46170530914532,87.39731257701006,5.484008495508326,1.320918794530318,moderate,clay,8.99956615620833,21.23990468692035,good,rice,8.874360274087902,vegetative,9.48
+18.062978563427347,47.05732137460045,11.661134337323643,9.192095291381603,moderate,peaty,36.42843038779056,14.57732644838578,poor,cotton,5.569952740440891,seedling,11.77
+20.300696262555725,37.459906600925706,2.3793267438353887,6.441028819226308,high,silty,9.973449020582358,27.56465565654466,good,maize,6.968044648660424,fruiting,12.21
+15.738549215287332,89.71616516950745,8.781482287189723,4.257657426062335,moderate,loamy,39.70289229921506,48.47509384294004,good,cotton,5.056491407910935,fruiting,9.18
+25.84838124078434,92.1707094757604,4.494068097573871,8.089999669173778,high,clay,19.971257417700883,48.6925789017472,poor,wheat,8.388434247356347,flowering,16.29
+21.94582248911636,47.11766697532479,8.150343560115365,6.634739805621989,moderate,sandy,18.36779089277639,38.34742586759907,good,soybean,10.087908635271049,flowering,17.11
+36.74764834725802,48.38411354250987,5.192739040983468,6.580724661216464,low,clay,25.51981695259113,41.0861365752284,moderate,rice,5.428636638956096,vegetative,11.75
+30.12352032994388,66.37028220665152,11.96242059382378,5.3833851492670615,low,loamy,18.802475277232027,18.14040547889379,poor,rice,10.184847826344436,vegetative,15.56
+30.35226844939254,78.67531950485265,13.42344166315237,1.071341008013878,moderate,clay,13.214276233766094,24.9861570243,good,soybean,11.268956654603665,seedling,10.94
+28.29776742203256,25.051936152549075,11.267427738888651,3.3261625578244587,low,peaty,27.0200345467979,34.19016615506905,poor,wheat,5.95027997501062,fruiting,9.2
+17.296258430730024,67.46749257507773,3.0459638363140784,1.9816902514007464,low,clay,30.492725949602374,40.01666487101208,moderate,wheat,4.310881457576487,seedling,5.81
+26.12546709313388,96.22560494268652,4.485570026631254,6.961688671174985,moderate,silty,38.08625618209121,16.66499734107189,poor,wheat,11.43459570993026,fruiting,18.0
+39.98762974271291,40.96751177439629,13.830691950017028,3.23758739608298,moderate,silty,19.31915126526717,28.305134903709074,good,soybean,2.5475410201707422,flowering,5.6
+35.88073227115037,92.7061771277547,6.839691851043918,5.051499976460863,moderate,clay,29.70205274356005,16.51017521737085,poor,cotton,6.833398321115832,flowering,11.23
+37.3364763541779,96.0134672610475,14.147115935564369,4.180872684608946,low,sandy,34.17612307896771,35.33434269000168,moderate,wheat,9.792467986860718,fruiting,14.16
+35.580658981162486,41.53229127768718,6.190549488502868,2.288788641328276,low,clay,34.09843355538147,40.88648828993996,poor,cotton,2.459170341983266,seedling,4.08
+17.576042335774567,80.33614927082805,14.300732578564624,9.625332095944474,moderate,peaty,6.199454850292537,43.33233884459311,poor,maize,8.40410848069607,vegetative,17.22
+20.68620635161999,39.1020006655648,13.9232153221333,9.400773804644944,moderate,peaty,17.449581201126524,39.29460625349012,moderate,rice,10.390347496706475,fruiting,19.59
+15.07804128391024,79.00889293857063,10.077639904805936,1.761473674329765,high,peaty,5.469642570819663,16.36580614297735,poor,cotton,4.980426373847248,vegetative,5.09
+22.587753121952787,83.79359770310607,0.6279922026917912,8.446288181751967,moderate,sandy,24.56779722539712,43.13647751001442,poor,maize,5.10324576222839,fruiting,13.11
+17.715185058662314,39.776456296851954,6.3048528886510855,5.395363144447359,high,silty,35.27816491351456,23.37655656865965,good,soybean,2.338162178014383,fruiting,6.29
+26.819833632539577,77.2695634866588,13.71290938058614,7.963622961227662,low,peaty,33.52213117384183,43.430653202302885,poor,maize,7.510133391869891,seedling,13.53
+31.92818721434755,84.96836310912718,13.334099192067663,2.3604141782239023,moderate,peaty,33.393735044721694,20.036024736456564,good,maize,2.614419390771046,vegetative,3.78
+36.862632375951925,48.68630976855294,3.217123101393648,2.190467239997893,moderate,clay,17.31425992431201,29.028130250037773,good,rice,2.022212149260344,fruiting,2.99
+33.73042912727246,33.416222079178155,6.288146191551988,9.016817508056835,moderate,silty,6.621537918724837,33.06286910070992,poor,maize,3.269131574946478,vegetative,10.83
+38.46463989446263,27.357165385401085,12.61489395425234,9.080375426569548,high,peaty,11.034620257880746,11.388861879552936,moderate,maize,6.346612194418595,vegetative,13.45
+16.34745725984472,66.03053628879536,8.879228872125788,5.19320946478248,moderate,peaty,28.47419756528612,46.14778261561317,poor,rice,9.467144703000422,flowering,14.58
+15.304495885413536,98.24784954525704,12.785838884969907,8.831420178534081,moderate,clay,9.684497806346547,30.4617314583346,good,soybean,8.751172594999362,seedling,15.23
+31.53345284590532,85.8360256017773,12.485227074504165,7.007130563532672,high,clay,9.386492871380458,17.681670788155934,moderate,wheat,5.12350185300915,seedling,9.37
+22.23381025555616,54.86717111476423,13.658489100811003,2.6650876834989283,low,loamy,17.378633368945383,16.432477131577574,good,cotton,5.209863051395871,vegetative,7.52
+21.337525402644328,62.92967222839668,2.1996985288214344,3.9605883821393375,low,clay,8.308718977533935,37.46192962462508,poor,cotton,8.576037088543021,seedling,11.69
+23.272177192344856,42.36223083294552,2.605619551075977,2.224545854578029,moderate,clay,16.54244497507939,13.269324799598206,poor,maize,9.073369023294546,seedling,10.14
+21.744901447309104,33.04526938880508,1.7007309200512617,7.965538020378397,low,loamy,38.93924288036733,27.59286875737574,good,wheat,9.228801618434758,flowering,18.19
+27.78591015753968,58.566492658581865,14.061398195883758,9.867256522261748,moderate,peaty,5.698288807466756,31.611059415388333,moderate,wheat,3.5840329382612763,seedling,10.84
+26.00371118060331,57.08012529337481,7.38985457347945,5.917404939094104,high,clay,34.06899825264277,19.32524305779465,good,maize,2.6509759707224005,seedling,5.81
+27.810713784416407,61.75439622430082,1.4327166104954985,6.9027797270340345,moderate,sandy,39.776758205503,15.167994120017267,moderate,cotton,7.045709868473148,fruiting,13.87
+31.817840287510904,96.22436684511526,5.162183586453597,7.71483311320273,moderate,loamy,20.27418459411795,29.628261568925627,poor,cotton,5.986798103842642,fruiting,12.92
+24.67826272427871,68.31162401158178,5.595483296384519,3.0183319218744136,moderate,loamy,38.00693790600671,23.61311078061065,good,wheat,11.292785029273531,fruiting,14.06
+21.28269217855392,68.46174692978991,12.23861744041298,4.024011228700908,moderate,peaty,14.1400703967077,15.609664780083076,poor,wheat,2.0575844176813964,fruiting,5.82
+19.15501342021864,30.241981028886144,11.164414936478382,4.710890901918113,low,clay,39.38040554372255,18.41494406896341,moderate,maize,10.089438307031651,seedling,13.47
+23.73685298831564,99.71910929414564,10.49611221865725,6.351294809309249,moderate,sandy,35.15429588301142,28.83758725408189,good,cotton,11.918808330039417,vegetative,17.13
+33.5451618811543,81.82759553877348,0.8170215125749916,8.654433203338982,low,peaty,35.96441495150028,15.32201591345229,good,cotton,10.50380230348472,fruiting,19.53
+33.91762275278674,90.17626752752038,13.705089048182492,3.287831901309155,moderate,clay,9.563942558517429,47.44477327776434,poor,maize,10.147765812775594,fruiting,12.18
+31.672634667105257,53.14403294647953,3.6255513702782527,5.2379992065501,moderate,peaty,35.45218462459032,41.01823281599064,good,maize,2.2247396662273,vegetative,6.1
+20.850704382671864,60.17024766284999,9.621390368043828,7.763805200842405,moderate,loamy,37.96380467347553,23.022313483374308,poor,soybean,10.654072989252134,vegetative,17.58
+29.702156146367443,61.76670473298212,1.3963761236655778,1.7864649955416187,low,loamy,33.666679268499834,20.334230484138292,good,wheat,7.841437875279931,vegetative,9.58
+29.2672415394212,35.527563143168415,1.6821283321447904,5.616041124935607,low,clay,8.197740813648062,44.9718202726895,poor,wheat,8.539865796836406,flowering,15.22
+27.10665495274313,75.15913250615657,0.6388707938867711,2.2994173302915253,moderate,peaty,7.967182134191599,27.077122129234468,moderate,wheat,5.969468341279267,vegetative,7.2
+28.749474659596608,92.23813788939653,8.705950845907294,5.852340070546144,high,clay,17.516209776930474,44.50871294666948,good,rice,11.440024172546345,seedling,14.78
+27.294765815591703,33.09646545107352,9.626005209445118,7.910404851838932,moderate,silty,29.6723983558101,39.698255073131705,good,rice,7.230734234702973,seedling,12.6
+29.136409151852703,26.90546187889316,1.231703396881817,3.132526699404458,moderate,clay,5.435848985850805,13.68472032773148,good,maize,8.17640945025386,flowering,10.89
+32.88764886552822,79.05751244322738,4.712030829078564,8.645306009362344,high,silty,38.27260111689363,42.544157476417965,poor,soybean,4.089146550869288,fruiting,11.66
+17.740704860085994,41.85614653383857,12.84608900558124,4.01323699073575,low,loamy,23.390724313970168,31.595241730573616,good,rice,7.581469249930386,vegetative,11.2
+33.74064380372559,69.90900332938635,1.9689713189322544,2.717063772019931,moderate,sandy,17.5430354939246,37.10400561972395,poor,wheat,4.206468094710459,fruiting,6.4
+18.39715375318985,75.66066703937446,3.639933886023303,5.187910555637669,moderate,loamy,24.64301252166907,18.76017865320003,poor,soybean,3.14551570979215,seedling,6.39
+16.665699960259367,45.75286108654574,6.653672522850193,8.884675738946846,moderate,sandy,30.05251688358348,10.010823017559192,good,cotton,7.1504199056574045,flowering,17.11
+39.40199215553669,85.21156779406274,12.712974488180182,1.6203975505669264,high,peaty,14.564768070638312,23.34752372845397,good,maize,10.461068070588675,flowering,10.01
+38.92479422176103,63.99911856913735,4.195311289890461,3.948143195949808,moderate,sandy,15.189327652975209,17.62509353259111,moderate,rice,10.774049116209945,fruiting,14.12
+16.5109136235141,89.51995263614423,14.95848672276846,6.878468520722019,low,peaty,21.38618974693233,27.408660582612,poor,soybean,11.369792457951062,fruiting,18.82
+26.081336036874056,81.06348420471579,5.651296290508661,4.218227818260269,low,silty,28.447575429606573,13.635912441987742,moderate,rice,11.36273785367916,vegetative,15.23
+19.656123457494367,89.4860505629963,6.103505548012535,1.6374159525935403,moderate,peaty,29.722961722262816,45.80185202992255,poor,rice,11.68660204015727,flowering,12.37
+27.133622428360454,21.612910569431527,2.270539961346518,3.987990719024264,moderate,clay,16.34198237982741,14.7489548643299,good,maize,9.217385664797412,seedling,11.53
+35.75443107498968,39.48050085908758,10.362869562419696,8.388634475228773,high,clay,16.28720458068702,40.56739722238698,good,rice,3.115293052411372,flowering,10.82
+38.765294368572256,27.20063523567509,4.030245150374983,9.712337702545234,moderate,clay,22.04880611605776,47.57298126668856,poor,maize,8.178455523283475,seedling,14.99
+30.856316336288437,55.366641375147935,9.618580131778172,1.3580127765794656,moderate,loamy,23.967259520979773,15.929138655909409,poor,maize,8.089049277687973,fruiting,8.12
+23.847641680295425,91.19680972922546,3.7357870618424354,6.123554358715624,low,clay,27.72949472287451,23.85907174361357,poor,cotton,3.07208032574888,fruiting,9.34
+30.08313914111496,57.403220981349534,6.124147874783786,1.9477308972416327,low,peaty,26.619838859496205,39.24249952387089,good,wheat,9.02827233484219,vegetative,10.76
+22.80003265271126,87.97704356643153,12.921745333339054,7.123568762404053,moderate,peaty,18.038125940234146,38.57848312177581,moderate,cotton,6.140083184461664,seedling,10.88
+37.74559102080151,46.17425904154543,11.214135716374017,1.0710300340724586,high,peaty,15.39103765932745,11.495802010983136,good,rice,2.7022368280502778,vegetative,2.04
+36.760011577645926,47.1656058244202,2.7415680491839898,1.1326746313663594,moderate,clay,15.77724168959482,12.827762193950484,good,cotton,11.350563769190884,fruiting,11.3
+28.955793756991525,91.6449384261502,9.31176842692447,7.991918437875165,moderate,silty,27.589037019621586,14.80558529307184,good,soybean,3.917929360679417,fruiting,11.73
+23.11997288450901,54.06537172093613,9.615289449270236,1.6699179042756802,moderate,silty,20.16016440334726,32.720874624193726,good,cotton,3.2395457635235907,vegetative,3.75
+22.33474188957446,83.18123902357331,1.813242865776985,3.746635068583578,moderate,loamy,9.70222768038606,12.201724339261355,moderate,cotton,4.02712282854997,flowering,7.4
+15.835449867626489,38.93148383055211,7.254181987871069,9.62236381693448,low,peaty,5.207307069418844,33.53639791698164,poor,cotton,9.642827479554937,vegetative,18.98
+35.395521275632376,95.90406637421084,4.279691737180315,9.867224057027242,moderate,peaty,6.038707742298361,23.698479348381657,poor,maize,9.712066546689508,seedling,16.42
+26.2595803259752,65.96625972244568,7.273387070070503,2.452625756974601,moderate,loamy,35.36307214846714,36.77641733559015,good,wheat,2.857460121226975,fruiting,4.38
+23.128323210006613,80.74588548627216,11.767529374181688,6.048117292922651,moderate,peaty,21.02395239831651,41.2816933434154,good,cotton,7.127766701892076,seedling,11.33
+26.77775887494385,27.16125598359084,2.7947636172496355,6.032339456412699,moderate,sandy,28.00995213975772,41.65597295656414,good,cotton,8.901270361450639,flowering,14.8
+35.4684497613663,59.4131380664423,2.2879109810266347,5.07142621479352,low,loamy,37.51631236450912,11.505392968845497,good,wheat,8.829606917360532,fruiting,13.88
+18.11535519268803,92.08307981872186,4.405089179033707,9.32230142437596,moderate,peaty,9.419794892672382,47.88781308373793,moderate,cotton,8.709378379881723,fruiting,18.02
+36.44139970604569,90.16309032346436,14.307994030025457,7.786305182117443,moderate,loamy,20.666556338378527,33.46585147147471,good,wheat,6.243049858000379,vegetative,12.78
+37.43772087770885,23.745116578738205,11.343451062182012,7.880742421137494,low,sandy,23.86735889075268,45.82796381879207,good,cotton,6.091402257323592,vegetative,13.52
+38.6676978758472,44.295877530315735,0.7821100108109256,3.426124885924088,moderate,sandy,34.45372175318217,34.60580725637702,moderate,cotton,11.19389272232136,seedling,12.74
+24.93719981056569,55.46560051832641,6.314570216008962,4.908877949814749,moderate,clay,39.780144861757,29.36468111386653,poor,soybean,11.532845756419984,vegetative,15.4
+20.4285101009418,33.78118514846306,4.232270696665585,5.386813286279078,high,peaty,29.908747033023847,39.18914463368877,moderate,soybean,3.76369227692028,fruiting,7.79
+24.36350297118406,52.41844910800191,14.599966219799407,7.105156546977391,low,loamy,38.36998414029178,12.133055116778344,good,maize,12.873243738100918,seedling,13.401242039602575
+38.76785766024791,49.9747257738842,3.6902399119742313,5.674339628273545,low,clay,44.64958437933426,51.42523098382936,poor,maize,11.958518042586274,seedling,14.255995989811584
+33.29984854528513,40.5692347501716,6.932793887397724,9.715988198911528,low,sandy,25.843094392055043,22.465379112970385,good,rice,8.967628143256691,vegetative,15.553164219733128
+29.96646210492592,66.43600020608928,13.265612737156363,3.7518276078739055,low,loamy,18.01304292530334,24.196868217793444,good,rice,11.384615184233876,maturity,14.631521581057132
+18.900466011060917,58.59744963051773,9.641786890489598,6.702851327991525,low,clay,19.348095845995765,21.312263917443275,good,rice,9.206642802636576,seedling,7.761264267977135
+18.899863008405067,81.94205953944022,14.771420772697876,7.601680119921781,low,clay,36.36267162639773,52.0041977610981,moderate,maize,14.184832703128592,reproductive,15.320522225944831
+16.452090304204987,31.926574828923496,19.224158024457196,8.604515914763052,low,sandy,30.540111529617327,58.94509977031512,moderate,rice,17.19550406122699,vegetative,23.841010756153725
+36.654403644373375,68.63207565330758,2.33093375430395,5.255768243424057,moderate,loamy,26.89223589397657,47.75933254650177,moderate,wheat,16.377205426313758,vegetative,21.42239478567226
+30.02787529358022,75.77693271069367,14.191354327961218,7.495375261259852,moderate,clay,14.124833544927831,51.17889302345951,moderate,rice,8.791771197323882,vegetative,13.012018249796093
+32.70181444490114,75.56919415129842,4.60688311264229,4.425611771074262,moderate,clay,44.39550593745065,41.02502302596689,moderate,wheat,11.66013139543388,seedling,14.25275240868534
+15.51461235739506,83.1644380257315,8.289534548151385,5.483808738894562,high,loamy,40.14592013783327,36.43874541982393,poor,rice,3.1811570889685323,reproductive,1.4713403908550804
+39.247746304049855,73.74202456976965,0.6572545159027965,9.165017049627194,moderate,clay,11.328737078265332,46.07890023952575,good,rice,17.794728366814034,seedling,21.16192024521709
+35.81106602001054,85.66860369886177,2.718147645853979,9.599260874647634,moderate,loamy,21.53248045709615,11.788143940311016,poor,wheat,7.171729039483017,seedling,10.30970935501312
+20.308477766956905,49.95939598925349,6.395545780977994,7.750538775418118,high,loamy,29.395944213750116,13.070026280169834,moderate,rice,10.49855540042762,vegetative,11.406595158705771
+19.54562418017752,60.19256500509258,6.839716105759699,4.99481512620948,low,sandy,25.44523802471894,44.36367442880918,good,maize,5.593357565322119,vegetative,11.657021857542937
+19.585112746335845,30.84477979697344,17.991704329241916,8.560462319797313,moderate,loamy,22.900812743198227,26.753498229352903,good,wheat,14.52784573118786,reproductive,13.954073692911132
+22.60605607398844,30.417455238197476,14.8362581853303,2.206936653803361,moderate,clay,37.34743539022382,34.441717822413736,good,rice,12.270060163736936,reproductive,11.591690145198756
+28.11891079080595,44.4075972270912,19.44365936374082,2.8219672843153685,moderate,loamy,7.452657690702686,49.0996281829955,moderate,rice,9.201425851785247,vegetative,13.148042184104144
+25.798625466052894,36.04843182834512,11.981430206704813,7.290989891002889,low,loamy,26.213465260667384,38.85789542034669,moderate,rice,12.098291952242402,reproductive,15.752224599900416
+22.28072850495105,45.61268207614522,4.83427464182636,4.329988602160459,high,clay,16.79817606753206,50.263093733152886,moderate,rice,5.868521987960941,vegetative,6.522779531029596
+30.296322368059485,40.62259767170384,6.553100598432858,9.611089747203822,low,clay,8.807827335564152,30.95776210853217,poor,wheat,16.185853346487573,seedling,18.523092352414164
+18.487346516301045,31.711201490318896,6.396718465839342,5.488484896738438,high,loamy,25.91992211013345,24.37116764857724,poor,rice,7.521305506585469,maturity,6.468704165875588
+22.30361621338045,84.55824878436297,6.529886553265031,5.434918563113416,moderate,clay,12.711591098175592,21.74184544419344,good,rice,13.455417688156782,vegetative,16.196827583065666
+24.159046082342293,30.49338788333349,13.459283462236314,7.42463608152745,moderate,loamy,16.62009268505939,16.584047553659857,moderate,rice,18.289800640189824,seedling,19.325547503324067
+26.4017496054259,74.16492866022512,10.616158561808325,8.140548498449517,low,sandy,27.815392827953417,11.839826113697915,poor,wheat,3.655955343578963,reproductive,9.184881556286504
+34.62939903482534,39.12887321517099,7.708483561732886,5.804469905001092,moderate,loamy,48.81690409697696,12.65745078417023,moderate,wheat,9.588077030196564,reproductive,11.325790014980232
+19.991844553958995,84.733777319976,2.981795374574332,3.712007213693793,low,clay,35.79147530616002,23.54994135664071,moderate,rice,5.293601914570799,vegetative,9.53855661450973
+27.85586096034029,83.56775637539315,0.4427832588429181,8.186469141804974,low,loamy,17.582980917057114,23.9206297172285,moderate,maize,18.447181076039037,seedling,20.95514187568102
+29.810364221551065,69.23406878215545,4.376693551753852,4.562810198989021,high,sandy,22.208272365891943,29.089226451660537,moderate,wheat,9.121316556507212,reproductive,13.143744570164309
+16.161260317999943,70.3340489880363,2.1494280793736253,3.400886154350861,moderate,clay,23.275991854443976,39.58086856197528,moderate,wheat,6.626795753295665,vegetative,9.719837776536444
+30.18862129753596,30.320348518181312,15.708900617044788,7.053121519400106,moderate,loamy,11.91369305049697,47.96497675660304,moderate,rice,14.500101786668909,seedling,16.14964412737202
+19.263103092182288,89.09229396681613,2.249959156277708,2.723629335922803,high,sandy,12.229438498685631,19.885250402937864,moderate,wheat,12.2342773862359,seedling,15.064818643443475
+16.62628982463199,82.66995621454886,14.484564746136725,9.77082140068844,low,loamy,11.677762556931402,47.96240882994946,moderate,wheat,16.88792358960093,reproductive,18.311894618051117
+38.722138431333335,83.70637354380551,7.713173795521653,7.059178115297096,moderate,loamy,28.47488619816126,16.94947638956839,poor,rice,15.802158698288371,reproductive,18.075204694213586
+39.14080082686398,69.55467222305231,1.4675677948755197,9.887164167374046,moderate,loamy,35.33837390328687,59.43468103449366,poor,rice,19.569387500198182,vegetative,23.550189831024426
+35.20993370291153,50.68721571927219,16.254600988631715,4.711147387829088,moderate,clay,31.5824308074872,24.25168915413067,moderate,rice,4.539049222386746,vegetative,9.622366596002704
+22.61534422933427,83.61891894542885,11.592611404732269,9.769641289523182,high,sandy,48.99952334540068,51.86675073520746,moderate,rice,4.36463706206073,seedling,6.93813220011287
+17.441802850159597,47.491015689071546,4.715230257271461,3.1644979818289887,high,clay,10.664355751594334,19.523291394457665,good,wheat,18.4251318747162,vegetative,18.92498518261079
+32.10582566280392,63.76269260053217,17.893623486653357,2.325558178776228,moderate,clay,49.391348283623984,57.53213902186283,moderate,rice,19.247447806860315,vegetative,23.194994851856084
+26.003812343490036,35.98385834063294,0.9051662774110292,2.2638724836368205,moderate,clay,26.000327024955137,51.3313392606106,moderate,rice,9.91278388089724,maturity,12.538611889378696
+18.05095587111947,85.317337807965,4.036392163955258,5.718962964793817,moderate,loamy,14.838475449971195,27.969463027351708,moderate,rice,10.749787104442063,reproductive,12.682498087388833
+27.37942275278176,38.4462274662728,15.04093855611722,2.664033579828758,moderate,loamy,47.44763717025907,31.07358630474273,moderate,wheat,9.267870860961152,vegetative,11.542584886733106
+15.85971302788046,43.49380834382444,14.187558606197785,6.097343073340814,moderate,sandy,26.087598956506667,10.191899676148804,poor,wheat,16.22067687635953,reproductive,18.04253254370236
+37.73301005196955,63.4880494876929,5.785433874489561,4.620004028071204,low,loamy,20.630612984473416,22.57161221564829,poor,wheat,16.10337251920622,seedling,19.420053069213893
+21.469499540000424,75.8455800127789,1.2404975070556623,4.685031939792925,low,clay,14.621454671808047,24.464822797597577,moderate,rice,6.74713424563351,reproductive,8.420626536242722
+31.56305710884955,67.16107835617794,17.161561444498876,7.084871972361358,high,clay,17.054395300211098,32.63693494799642,good,maize,9.526200207675846,vegetative,9.880934027634012
+22.792776902235275,43.92803476800937,6.273952761398052,3.304784049212961,low,sandy,49.06487796022487,16.952490699758336,good,rice,6.611423509624051,vegetative,10.472020712327009
+28.00170052944527,30.05658255164942,3.914268298565304,8.132426962717847,moderate,clay,18.678804795714846,33.93834440611246,good,maize,3.792610465119756,reproductive,6.614345511868828
+28.66775698358199,75.42903481844635,10.321236447219542,6.656247358229078,high,loamy,49.00126656918223,43.423424270962606,good,rice,3.9540648890867898,maturity,2.633326349962946
+19.621361388138176,89.11243955466563,18.204543985648947,9.319557030780087,moderate,loamy,19.85967439754392,28.564114907165923,good,rice,5.495993113447427,reproductive,5.178371349879706
+39.239615694113965,78.59478721836543,0.8709315568675069,4.918725230140187,moderate,clay,15.413830951485288,21.6097637782763,good,wheat,3.507994598017026,reproductive,4.647234225704656
+34.37832058402786,57.61239708939692,15.316081760617754,9.861719936537003,low,loamy,13.251388230583128,37.38582434769474,moderate,wheat,10.193978506697174,reproductive,12.904926552008328
+38.48747353910473,84.22603568394639,11.449464558774178,6.606621173712186,high,sandy,23.533452737329867,11.450195148013847,moderate,wheat,4.088331676300724,reproductive,7.821138967460155
+37.37068376069122,54.590860387101,8.50898233103634,9.78721564950027,low,loamy,15.656290184076225,27.0418725388224,poor,maize,17.405993657624652,seedling,21.970210521145784
+29.94749947027713,61.49604505460805,14.8816088821012,2.216485232376922,moderate,loamy,36.36220837221739,36.3795121454007,good,maize,15.105393615745868,vegetative,20.46779937528671
+38.04685587557792,58.627786043741,19.316488488832647,7.823810579299104,moderate,loamy,15.78972809137903,26.79214080992612,moderate,rice,16.321928334115903,seedling,18.751200193637747
+17.212312551297988,56.85743235993149,4.58412422325382,8.532972194341891,moderate,clay,42.59285802490411,27.27157130487639,poor,wheat,13.497162009220972,seedling,15.74146173387282
+19.89957156047863,76.51144615763434,2.8729473014423923,2.4253862934119006,low,sandy,42.53050663196751,52.41483313186016,moderate,maize,14.285914641296555,reproductive,20.12314843518167
+16.13068222276345,61.60613443616952,18.25763490445394,6.631757312129966,moderate,clay,17.848686832162976,56.69958935975823,good,rice,4.927970574230073,vegetative,5.597134430379875
+23.133258269081608,49.00302732151296,13.379061549146074,8.415538348715586,low,clay,38.90930587190734,51.369632367432935,good,rice,3.988850025068622,seedling,3.750212037996525
+24.71693224223705,45.4894900595087,8.75972043123932,6.488309801784582,moderate,clay,43.5895644190754,14.94337250392446,moderate,maize,19.816639907351167,vegetative,22.637963500085107
+21.7837257943474,32.264839018046004,11.465191405285662,2.510508723243733,moderate,sandy,31.5559779771716,24.487122219049816,moderate,maize,9.340139147950286,reproductive,13.60284504280677
+35.71843772879824,64.99170971298275,14.91227810352488,7.547577927186492,low,loamy,21.48495848888247,45.56471833458324,good,rice,3.871590327057088,maturity,4.426299344024159
+23.91883316733973,43.79768492406205,15.460637974114343,2.484775317386469,moderate,sandy,24.84352340207056,58.719639750132906,moderate,rice,5.713981865090642,reproductive,10.44789665109737
+22.02336274218452,38.888035320982986,18.397883616379293,8.539751160131509,high,loamy,40.38029892656518,22.114077423504032,poor,rice,17.861501947580578,vegetative,18.39920907775908
+28.567402078956214,69.22979782966067,8.536855777912454,2.344273466453555,high,sandy,18.199285879856635,54.91052395446503,good,wheat,6.498577502661259,vegetative,10.764814986315908
+18.523105624369062,70.87255546929293,5.868218200387901,3.0991790480829664,moderate,loamy,20.05080504692873,46.95074935815341,moderate,maize,10.93971521161498,vegetative,14.925576056834531
+35.054924518851,75.12929353545996,12.793285335796838,4.200860724186148,moderate,loamy,12.235295131603282,59.17251831897661,poor,wheat,14.347061161968194,reproductive,16.66862533797052
+16.863766091994272,60.21461378031549,8.314557985590607,7.0669183380864,moderate,clay,22.95735813558512,14.679274087086704,poor,rice,19.419752096900694,reproductive,19.43370542768692
+39.672173415012935,83.6432763122332,11.891969078979558,9.810872797050449,high,loamy,8.893180951226867,29.737287409651863,poor,wheat,3.23957247997998,vegetative,6.572870304479343
+34.306119232416435,86.18056520389368,8.399715969119004,2.9425828209594758,high,loamy,19.446549844510017,33.905750116725024,good,wheat,11.288904709967664,reproductive,10.62820898909098
+19.96789203835431,78.44225638754936,3.0599157335634897,3.141661353711348,moderate,sandy,21.806572142653568,43.60413126222891,moderate,wheat,19.93254128572523,reproductive,23.435307173154904
+15.13805292809006,68.13560892049124,9.388535033179169,4.9509631736078425,high,loamy,16.496560959085947,42.69860181375645,moderate,wheat,5.069274393140577,reproductive,3.484360605035188
+35.386535711370854,48.22325721547132,13.818356438820656,8.689753102042562,high,sandy,9.561115361074467,55.31726723571153,moderate,rice,5.103188494389723,reproductive,8.695246897113847
+32.671433596190425,88.97669529721327,15.985676153352998,5.737847622006513,high,sandy,28.475025915269978,51.93365612941659,moderate,wheat,4.479719366093,reproductive,8.650924402096738
+33.22517920102469,46.4481700315163,9.866525535930936,4.572884802046573,moderate,clay,43.92865263899618,12.768633445808982,poor,rice,11.633348633782925,vegetative,16.6881842395742
+34.281758667148644,42.15941531942586,3.3047578042080183,6.48963065767089,high,sandy,20.10401356102117,34.32700615049436,moderate,wheat,8.922990356942837,reproductive,11.102694096711614
+16.85111629335226,56.52924682719497,8.293754192988631,4.084185579566,high,sandy,15.65607071390624,30.35306151095498,moderate,rice,15.176318958455177,vegetative,21.68454171946897
+23.961643213606813,33.41043424274331,15.725878576833964,5.209279257980167,low,loamy,17.826719796072652,59.85722932626874,good,maize,12.712043283846391,maturity,12.840222854514026
+17.896726488128245,88.70966788030745,8.257185412341457,4.660841193856335,high,loamy,43.78492315869066,31.362909712224564,good,maize,12.87427993355478,vegetative,13.03051223596137
+36.57758564688984,65.30601338498549,13.930615872084449,8.433128179317167,moderate,loamy,28.75134153235089,44.13095700013432,poor,wheat,11.688004223859227,reproductive,14.75496171437228
+30.58245317068895,63.41712549985051,10.144273633561795,9.394045811504007,moderate,clay,10.885565807184864,24.22147165669453,poor,maize,19.865103374441603,maturity,21.78687646562366
+23.27245062131623,69.3477767939832,4.824462502187934,8.076577537255295,moderate,loamy,36.91497420749581,40.731447795868846,moderate,wheat,12.163833664034644,reproductive,14.753317336015217
+16.588958757150593,59.8214188666324,15.923010160461486,5.512668608239868,moderate,sandy,11.946601995505226,20.331654430921667,moderate,wheat,4.230171459067596,reproductive,10.09650710119622
+22.77455804289156,31.923811025672496,1.6842690814137409,6.03467981997331,high,loamy,7.71099813240065,40.18033278248059,good,wheat,8.477308847880103,reproductive,5.81624264463907
+23.12958305066868,66.7386773304238,10.497805655103011,3.000589551435485,moderate,clay,16.505819442406278,53.40951192939905,good,rice,16.27151564331559,vegetative,17.633856953092224
+33.2401544584516,72.97043261738584,4.177820684868099,7.974917689076302,moderate,loamy,12.564058078254464,10.961889572294355,poor,maize,13.683738340242323,seedling,17.824801975867892
+30.93893678388033,55.00494363744319,1.341312570827513,6.771805435160353,low,loamy,32.22488634686006,35.2293204769673,poor,wheat,14.627111648787755,maturity,19.239968214911013
+37.18031856440817,75.43773432427157,10.058678741664975,9.21951996909949,moderate,loamy,26.805488330301884,59.11853121781989,moderate,maize,18.670705900509923,seedling,22.008332303776942
+26.80537312904873,43.62007796030524,9.991243118698472,3.6048891486012256,moderate,loamy,37.58290477217903,17.963126122416003,good,wheat,10.544264892511482,vegetative,14.638117084513668
+17.98985614845754,43.27659546397104,14.138018033514417,8.077808975460897,moderate,loamy,28.020697261711064,19.17061640244442,good,rice,3.3318748570494545,vegetative,4.725298983074675
+32.83111968057487,39.68501926125444,14.895013861038098,7.477373293753518,moderate,loamy,23.855267084422444,33.54118605507715,poor,rice,19.831530059676336,vegetative,23.05091470442372
+34.019626215422434,52.31968558734971,14.555829773857935,4.126764270478017,low,loamy,28.67984106969844,53.549659016345466,good,wheat,10.727822001050717,maturity,12.038349568177848
+29.031929939237408,80.820722123345,8.1911746583351,7.339029116326601,moderate,loamy,24.55187508895,38.13798047185571,moderate,maize,4.659397625069587,seedling,8.183523001360186
+34.27417949886403,79.67472372894386,12.633795744531252,9.394987044613195,low,sandy,6.6689102261317785,35.43543222852921,moderate,wheat,12.325929762202996,reproductive,17.235670380871355
+27.344889909109767,52.96945247781023,11.538904852879206,9.347487901336953,moderate,loamy,35.6314600848308,14.33785295523106,poor,wheat,13.03345398606696,seedling,16.858826335737763
+28.06832073454985,65.3471241588142,8.431235122338393,7.75701259612913,moderate,sandy,48.29586467965049,58.09930072873405,poor,rice,12.593668085820726,vegetative,20.99572264358186
+25.68852545896374,73.24897898849494,11.944253883719863,2.384584900272481,low,loamy,23.991510066622087,27.35579657398496,good,rice,19.403604827426037,reproductive,19.91389672863873
+15.63547816860238,44.472406477681375,18.94495753412525,8.978114698561292,high,sandy,24.0679842695621,22.59035760737813,poor,rice,8.433802356370656,vegetative,15.424808944480484
+17.69728567483261,40.08846515368482,3.857874873627547,7.262228856036319,moderate,loamy,7.059599538676094,30.587197237152584,moderate,maize,3.586723152106872,reproductive,4.803294027796458
+15.785729642168356,88.32575959273866,18.115441915710527,4.483474025461876,moderate,clay,45.06705881090368,30.70910808529099,poor,maize,18.6357880443148,maturity,18.03075613147434
+30.91026028159451,67.05343879257711,1.069110279663967,3.4980028936455945,moderate,sandy,46.810462435831845,32.926655436402974,poor,rice,6.251055672742526,reproductive,11.344353469885624
+22.858899526908168,88.88494331001984,6.167784258033214,2.929630903978537,moderate,loamy,41.59126031063644,44.426910093958256,good,rice,15.740639465500744,reproductive,16.01489237706935
+27.71426727911757,50.26535922793374,5.762904972230565,2.401895194062088,moderate,sandy,9.785546219383551,53.397328430723256,good,wheat,6.468164614378392,seedling,9.570536093684987
+37.68916184815232,72.1819019984479,12.527302157618116,8.032825983606052,moderate,clay,45.51006565192726,12.86564400634281,moderate,rice,17.092582624738473,vegetative,21.45336741471407
+21.232305728721872,43.35621819247426,2.6244990355458064,3.8867439915462025,moderate,loamy,6.078004852776838,34.53842823333527,moderate,wheat,18.40850318324523,reproductive,20.578946995617542
+25.259573075890746,45.672010276434776,17.646952236795073,2.194023488346041,moderate,clay,25.00584454563389,30.6989062413036,good,maize,4.791063977241672,reproductive,6.214772118400847
+33.888778463576216,60.71412727617744,16.571028169300824,5.178165214735914,low,clay,27.528064434562754,10.544005640941164,good,maize,5.503667274622185,vegetative,9.082487489589408
+20.71995413729056,49.17708753048427,13.041316393705555,5.860856644738711,high,loamy,42.530094546185246,50.824472545125104,moderate,rice,18.729908824422843,vegetative,20.26856532192349
+16.924497745719826,40.05729383043507,9.168276635843956,3.353841847201015,high,loamy,38.78866460542869,15.215660056036173,moderate,rice,16.101974870521218,reproductive,14.82432686214227
+22.2437863228442,45.77284211935956,18.659120842841567,2.352386689300398,moderate,sandy,40.86936034249486,15.737400475350244,moderate,wheat,3.6612468282847135,vegetative,9.713730914953842
+19.03053218135011,32.14490366795188,16.61493109441112,3.513003864784551,low,sandy,44.05554273008186,12.414920902585166,moderate,maize,6.097391383907378,vegetative,12.419316932050087
+38.24244130856432,72.26541728864919,9.986302961624896,7.432822094692595,low,clay,26.423191422172657,20.021081690724195,moderate,maize,10.005295677214828,seedling,11.8506670033386
+35.20300948911043,59.5269994251517,14.037467089086224,2.6579494180096512,moderate,clay,40.11135590827272,18.840814077724914,moderate,rice,17.691372042550924,vegetative,22.02102517913088
+30.835093912760584,35.65458398427154,11.33859904359369,6.440296244455951,low,clay,8.06148924824475,27.39329180442474,good,rice,5.567978655021695,maturity,7.103238974186786
+36.78651475469295,40.301639587709474,11.758844767765291,3.1712959032653334,moderate,sandy,25.004589023774244,42.96351971255149,moderate,wheat,15.310382454192414,vegetative,22.431425918108
+35.09180192247786,36.15207228675864,6.619521388749425,3.565513388643355,high,clay,6.35597036913385,12.714711381423951,moderate,rice,4.423143718464136,reproductive,3.503208817186554
+19.66425147215089,66.7555684965526,9.241692092497937,5.144623066133589,high,loamy,46.18917793933673,53.013788008739326,moderate,rice,10.941872514863835,vegetative,11.778429258486328
+37.313974962249446,35.65262181674963,1.562428615794884,2.8066026884298507,low,sandy,48.12862018788144,26.328930767827792,moderate,rice,15.392899056860225,reproductive,20.570561836492665
+28.48355604789127,75.25693998211297,7.14697383329185,3.385628022257703,high,sandy,8.777257712967325,40.33036655359626,moderate,maize,4.100128282371456,reproductive,6.665845708788631
+35.18600387910156,31.23065515922347,13.916570307243038,4.791619291610833,moderate,loamy,28.968198998349223,10.600255610537715,moderate,rice,6.472058196889165,maturity,10.526559507653376
+37.40228249808733,44.96254727975352,19.06432061012373,4.637352043986935,low,sandy,19.63128228515911,28.290395753418352,moderate,wheat,16.460754339052098,reproductive,23.59182261558009
+22.950086874296595,83.44000055351444,19.261282255260404,7.994171885405855,moderate,loamy,20.41404280982951,10.102545595268415,moderate,maize,5.779815431520031,maturity,7.1836225751990455
+17.75129811319192,73.11187908733476,11.114457382497832,2.598258441011395,moderate,clay,25.28150276189681,18.27291367886083,moderate,rice,14.348107330633116,seedling,15.97008740260268
+20.698379063548543,34.37809997554126,12.13244503619164,8.883605885330748,high,clay,10.627968436454784,32.39252152356592,moderate,maize,13.917173681342554,vegetative,17.61166488572606
+25.677694715656408,79.26756626911079,3.71442371001935,8.529857365915639,low,clay,13.134658945276067,36.75437109748749,good,rice,11.846693658588816,reproductive,11.867639960328184
+35.45036914806233,59.58210729241229,13.906162161870617,8.127933117535507,low,clay,30.981589705757514,17.646429986067282,moderate,wheat,6.429079182685703,vegetative,10.408784008316845
+36.51826458140859,80.80698163012975,1.4131758534877248,4.47497889970506,moderate,loamy,5.844015924686973,47.26081388078262,good,rice,10.087982846473745,maturity,12.101390926305832
+15.173803263279767,66.0443864670236,5.69371371598889,8.5830542843263,high,loamy,31.991045990639037,19.450183276030227,good,maize,13.5700579398959,seedling,10.423273802575617
+27.768682564439143,70.90998192197152,13.367266945708844,3.4624166423142464,high,clay,19.35127345040012,15.792254607852865,moderate,wheat,17.989312653323587,vegetative,18.97293800492932
+25.435275078719474,89.61009362374249,6.206202630869786,2.995273646840226,low,clay,42.44928866618008,26.67122563805872,moderate,wheat,16.563537481148042,reproductive,17.962216539287766
+20.552695261768257,43.94013275544109,0.9969374822890864,2.359650667915899,moderate,sandy,32.000292847790774,37.57143318304766,moderate,rice,13.324859129437352,reproductive,18.33455720866049
+17.99663418334207,67.4367344856833,16.637408187019275,9.514482904044607,high,loamy,36.86410403204773,59.44509082098741,moderate,rice,6.884006248661699,reproductive,6.372124076094395
+23.4403792850907,57.6192834034439,6.206600142691261,4.464087181642189,moderate,clay,10.149133155707538,30.93578648175751,good,wheat,6.6838891744876445,vegetative,7.5675703665693455
+38.572742597812976,32.367117175361486,1.2621044971735684,9.340943041423248,high,sandy,16.963806410675986,31.29982086210554,poor,maize,16.83608347119862,vegetative,23.80152270487881
+23.080073300518883,30.8682384901719,1.4957632900573037,4.180908492154638,high,sandy,49.85013240374165,12.966673505826083,moderate,rice,14.29517572342423,vegetative,17.834082180556123
+27.969765543584156,37.15371466907152,5.035175975775072,9.260527674690795,low,sandy,24.51435111091507,48.29098365796517,poor,maize,9.08702884340039,vegetative,15.220987615595066
+32.57547397237944,68.94550443231289,3.560318944430525,9.231432422768703,moderate,sandy,21.148934239589437,19.08915009305217,good,wheat,19.51518121124763,reproductive,24.92320740657689
+24.09074005948235,64.02978527480353,15.486002355603016,9.389408360085705,low,loamy,44.323491153977336,47.240178227268906,moderate,wheat,18.12593321702424,reproductive,18.17368110728688
+39.29455206802402,63.20577366982364,6.433680933340689,5.96922751427355,high,loamy,6.488357398841068,55.53084388649707,good,rice,14.415698875502391,seedling,11.80803780217338
+39.06118237355278,31.911405751695604,16.09391570079665,8.927570294391135,moderate,loamy,29.06480127542538,48.411038104568064,poor,rice,9.276905137001506,vegetative,15.302839678333957
+21.294557395634104,58.15817978160042,3.476919956463056,9.606127169338562,high,clay,14.461574620366594,42.122671020610746,poor,wheat,8.248861936988764,vegetative,9.196523706800296
+27.43121264730964,85.4773690705517,9.857583590881676,4.596935535177436,high,clay,21.566875615419345,40.19581477443148,good,maize,18.96952479061981,vegetative,18.96622493797943
+22.521957745419243,53.8555121586388,13.760742671062577,5.350995245460441,low,clay,13.98996823416476,32.68164462072702,moderate,rice,10.538924643767148,maturity,13.73873624458476
+22.12101235943669,67.49534818730737,13.039817077317098,7.753921498685952,low,loamy,6.702024179691848,17.22713475581885,poor,rice,16.60029163384629,vegetative,21.203706274505493
+15.92217368386332,76.78912053738861,12.022588198605376,4.402878573786407,moderate,clay,23.74304602858505,48.94193045608761,moderate,wheat,18.97527534739173,reproductive,20.7344124874163
+30.23910834949742,77.03551674851326,18.4964320386234,8.030474471301272,high,sandy,40.51413595377903,33.86611351962969,moderate,rice,11.36411384006526,seedling,14.645925660525824
+27.56697558072154,61.15680494371628,4.570502954134888,2.5911371617082715,high,loamy,47.83794946821009,41.282291156782215,poor,rice,14.102842893085937,reproductive,14.761001904971655
+16.286968781249733,81.47711672414019,9.874384089242108,6.187987074308338,high,clay,33.07338385745055,28.70076144567212,moderate,rice,4.466340682027763,seedling,2.796072700169032
+21.96616160591529,53.48268560182482,17.679851001448174,2.9785078726699616,moderate,sandy,22.497669155872465,20.036135984021715,poor,rice,14.093884042437171,seedling,18.14741428546665
+37.70664714916634,83.3215928870879,1.5578753119031408,4.346587811493412,low,sandy,39.6434873096286,50.32542318941313,good,maize,6.656420000820226,seedling,11.088322499229635
+20.989047266674312,44.41362998373272,1.117765365061505,4.069003139891776,low,sandy,27.735079254314943,27.119990278689507,moderate,maize,14.398929410784676,reproductive,19.660764309378585
+18.622371802280576,46.81298441943426,4.666045751165829,8.711456588501328,low,clay,21.542912595079773,53.33400144857059,good,maize,4.717774284909299,maturity,6.163664683896399
+27.23631900693908,33.187237451940064,12.660424390760369,3.54813804324958,moderate,clay,13.05903616488386,58.28624512613409,moderate,wheat,11.418539264344505,reproductive,14.8828368591231
+39.64126135276501,77.73491019253697,5.197592528996138,8.46758336127295,high,sandy,40.82584929516759,51.49942636035182,moderate,rice,11.857287273873062,vegetative,18.71565516377102
+21.05138178778751,55.02331417396233,3.8047976761759794,8.351682767263377,moderate,sandy,27.519160573265747,16.406902264542538,good,maize,11.219829651649254,reproductive,14.15882941825877
+31.803388685146963,43.74699683468394,9.17604630716584,5.991064444457839,high,sandy,48.37116835899784,52.750546367872175,moderate,maize,15.864310593691114,vegetative,21.345397951461653
+34.04049038321794,43.90741665699478,12.27196137538823,3.870746044769037,moderate,loamy,41.0859320156924,35.967891270661625,moderate,rice,15.826850216255464,vegetative,21.020298192836385
+20.940938599809996,84.08399647375398,4.971154140334808,3.8151707196497817,moderate,clay,23.900725361402465,22.070580044882323,moderate,wheat,15.008423450149117,reproductive,16.43854810203315
+33.205408715296485,80.0349960276622,6.013823734474841,5.719397176926782,moderate,sandy,38.33825183903557,14.657801681307284,moderate,maize,13.737718662365706,vegetative,20.187576430363837
+24.19457831798133,63.211853121431,12.271186096230275,2.0704720591481305,moderate,loamy,25.4026171783432,23.925491956495733,good,rice,18.37466650266456,vegetative,20.285792430891767
+30.807645764839485,66.96664802494327,18.914768439789054,6.250806036890929,high,sandy,8.59395777864191,16.871354108810745,moderate,rice,12.785860369588654,seedling,16.22504118078731
+30.838242769022365,58.459534233017465,13.494834548761766,9.622236206136442,moderate,clay,28.25064732011984,11.282229110071636,good,wheat,8.921466274295852,seedling,10.564014725922018
+28.39436710186896,53.49999257272853,15.6580828716912,3.237655054900772,low,sandy,43.95778787903673,59.38821745570539,good,wheat,4.00620983806572,vegetative,9.746720743319509
+17.257244251360206,84.9286128730999,7.336201895109376,6.586764971804827,high,loamy,43.49485933326574,51.57711242015132,moderate,wheat,12.108854136660254,vegetative,14.909793493510822
+35.88256238973095,37.536762211218125,5.445087187689321,9.694229509155656,high,loamy,30.87351111379886,46.947463154842985,good,wheat,6.871617021094735,vegetative,7.973853289077005
+23.0195016242934,55.10680738297368,9.085354864052452,8.8841771159328,moderate,loamy,22.101059138668248,19.65068855966394,moderate,rice,9.57836316365355,vegetative,13.573329239357138
+19.662962759996358,50.67371447927252,16.142656574233474,8.803040931050722,low,loamy,5.454527103966731,11.38682194754244,good,wheat,3.8490821791783247,reproductive,3.68539899282324
+16.0193785388691,59.8890432150689,9.125992835811116,8.574799443169512,low,clay,19.01344005227807,34.260194128734554,moderate,rice,13.894903559736372,seedling,15.312507055343632
+29.772323579706047,57.4579124727105,16.93450817579722,4.472188848449485,low,loamy,49.54138597884804,47.084721496816144,poor,rice,18.07371768843155,maturity,20.48522311438207
+31.93910904605706,61.13337189906488,19.77543961390254,9.1249346501345,low,clay,37.692096498184746,58.14186816798812,moderate,wheat,8.527396777758335,vegetative,12.800947527184771
+15.414695723196404,38.395138633619645,1.4405333146067267,9.530722809865368,high,sandy,37.29148537212783,52.19418443015773,moderate,maize,16.68289699975729,vegetative,21.396677349605664
+27.802326457482025,60.78849009079663,0.9082031216740738,5.966339386392315,low,sandy,39.24875256492925,54.67511779972788,moderate,wheat,5.147182298405779,seedling,9.501380796682833
+20.66239437994845,44.54512883323265,2.9917940582672364,4.83656837807567,moderate,sandy,32.90510225038749,21.933137387051403,poor,rice,15.293347417506023,vegetative,20.59991326851306
+31.12931976023625,41.05988093929148,7.687393514686924,5.313832124846849,moderate,clay,31.36363957287536,17.766300881168437,good,wheat,4.355923970993118,reproductive,6.518126384056126
+19.359160725124788,33.89005312717147,2.620844182908648,4.673651534650125,high,sandy,25.41286649130865,22.38908850466859,moderate,maize,7.396727173517803,reproductive,10.015566690571136
+32.27344345256165,75.75915352536845,17.41328955237512,3.6993475361963206,low,loamy,24.97702971513592,16.928973662918047,poor,wheat,9.12410135694576,reproductive,13.10059912720269
+24.668383657513434,55.6465152513936,0.462925020541276,6.947587762023115,moderate,clay,44.18818049467394,49.92419118558961,moderate,rice,5.665402837740014,vegetative,9.583169525182337
+38.418249718418366,67.5986209987055,6.31585432671645,6.500775089962583,low,loamy,22.705531776355123,55.15215304829128,good,wheat,6.136454508931562,vegetative,8.350416075111346
+18.43802360364983,73.6556005982846,3.693892589884107,5.700680568314205,low,clay,42.81313028304747,25.367101313086025,good,rice,14.881736225324,vegetative,16.9116023165573
+23.52665877625646,70.7589999188132,18.630786603150646,2.7667630934786542,moderate,loamy,42.69804915312217,53.84630914695421,moderate,maize,4.628052685241734,maturity,4.480391214908888
+17.83683803101473,58.23004314538093,13.38962009780056,8.375143717647997,moderate,clay,39.690418970368,12.751759007945669,poor,rice,18.876427013669183,maturity,18.470386235497777
+38.11734045696407,53.27391173710379,18.24060512902749,3.3994685020063136,low,loamy,6.693907993855079,43.86782698135884,good,rice,16.062167413842374,reproductive,17.861707988572192
+36.93348383452452,52.55759457843982,19.446574206207867,2.916496347168385,moderate,sandy,11.65875099816289,36.3746604947896,good,rice,9.064472544856066,seedling,13.935006371666155
+21.44854069287889,68.40292781580338,9.941964873547384,6.98457116386358,low,sandy,19.161731398393176,23.837164780989117,poor,rice,13.688933868579792,maturity,18.283498638730062
+31.49960115085448,59.6876612965124,4.686382160960525,5.189154889901785,high,loamy,43.13900040167668,48.41005476707186,poor,maize,15.230073191397524,reproductive,15.02296031878869
+35.4305550050304,80.94793487931064,3.8745757239317857,2.478467802818636,moderate,loamy,44.296672161027466,20.602364072336417,moderate,wheat,13.106232427349235,vegetative,17.04594811622543
+28.88002028998656,82.48211905960272,4.45837723371681,4.844546839688466,high,clay,6.8700782459971474,30.807474371377804,moderate,wheat,13.51037403956015,vegetative,18.270923116897848
+28.24126445890016,40.23362268039111,14.171866152440058,8.174242818279701,low,clay,19.612604890786947,45.49296680364415,moderate,rice,18.571471233424727,vegetative,21.864225759974246
+21.04630727251129,38.174019092743535,0.8089145624600147,6.921993641736781,high,sandy,43.26728920871318,26.911449057093105,moderate,wheat,17.978598329913222,vegetative,21.898098707840173
+17.32756919514748,67.82405556215997,1.027221460654297,4.902288183895974,moderate,sandy,16.236196206585724,52.76800927948629,poor,maize,18.53468465898895,vegetative,25.0
+37.43039394883317,48.073544883736766,12.162858847663,3.5344383330767046,low,loamy,48.92014879687093,53.27135053198197,moderate,rice,18.048584734997824,reproductive,20.50655988286717
+37.51045142908326,31.114243125905933,12.841142934748133,7.054364966438186,moderate,sandy,27.01866949592123,20.12652098640097,poor,rice,14.651689443895656,vegetative,22.831724827880343
+30.827536431831696,83.3185601617773,13.3052584864492,9.100442407570842,moderate,loamy,47.17907102292845,32.01949943325397,moderate,wheat,11.3598420186795,vegetative,15.652108025503708
+23.47574477621752,43.614046034628494,7.437610091771825,7.17018174412731,high,loamy,24.297187746436837,31.600632164488907,moderate,maize,11.285520936489483,vegetative,12.852813857826058
+23.73023936531652,85.75683910114854,16.118897774283063,8.503230837201794,moderate,sandy,19.57095171894335,30.502256765039785,moderate,wheat,16.116543596968405,seedling,21.781203162613277
+33.14889197175599,73.04606705269522,10.672491754532352,6.172222708434968,low,sandy,21.308457884398376,35.09860690931393,moderate,maize,18.70722159897405,vegetative,25.0
+37.42775649881443,75.75920939468907,2.109312600188389,7.7437688539282306,moderate,clay,44.79352621388029,13.71831570426846,good,maize,4.497011483526639,vegetative,8.76035164422231
+37.177160606627936,42.08768974758962,15.941986141346904,9.16981419022682,moderate,loamy,19.88102238297497,53.502499766709526,poor,rice,17.906045406258286,vegetative,24.658888532445104
+34.496888646440595,44.05166553700877,19.061355725409165,8.185431826069241,low,sandy,35.120579965686964,24.495738917655565,moderate,wheat,17.444532797661644,maturity,23.336949491589717
+31.050791153857197,61.27606522944394,1.2007262600471735,9.278831627185166,moderate,sandy,26.142920695606307,10.090619672690597,moderate,maize,4.489032619578633,maturity,11.251625695009968
+17.103499124876222,40.32599115899173,7.827026774011598,5.449116816928479,moderate,sandy,47.37520349270814,44.25519663345054,poor,wheat,14.16130140776528,vegetative,20.93854132078473
+19.040717852365344,48.32590156098193,9.750320896694952,9.233762041016451,high,sandy,12.171356243201345,42.52360418804369,good,wheat,19.52213417285812,vegetative,21.535678869147063
+37.463854713176985,49.28774867686827,2.929415201566339,6.972537875853661,moderate,sandy,24.2895573545829,59.15811066338131,moderate,maize,17.478176726512,seedling,24.22564023023945
+30.160726491489747,39.57779599516584,17.35417895565754,8.96039012865355,moderate,clay,10.608521535640488,45.96236072037227,poor,maize,4.068325759370171,vegetative,8.250582562636122
+15.229926290415742,42.31097000370964,5.68299289780088,2.315012243502683,low,sandy,31.01627038820851,26.63530540781391,moderate,wheat,18.72817600065252,vegetative,23.31989661809225
+17.536788571650803,77.3131105204954,15.660170798763202,7.262819055308289,low,loamy,23.13046361021348,57.63087758992044,moderate,rice,5.942443384630607,reproductive,5.415461312281431
+31.5875442277014,40.0317512728361,13.41988964056632,8.78380063102319,high,sandy,7.742175461798748,28.267289963118404,moderate,wheat,4.2320876706569655,seedling,7.0270049377545725
+15.126539596155467,31.70744351063535,11.960916449340468,3.393616269145598,high,loamy,43.24271493950389,51.062234295379874,poor,rice,6.873266066040047,vegetative,9.631139896173542
+19.020201285437462,67.7612965577363,3.842856973931088,7.294295467719385,moderate,clay,21.89816522898975,26.78370346225929,good,rice,11.215058716164105,seedling,8.217750893034571
+28.718344734164653,88.558987163547,4.414070411018114,8.599637713733053,high,loamy,27.213383342770875,12.435415674509978,moderate,wheat,16.858828988260292,reproductive,16.579649813644956
+32.297379942317335,49.872828877387285,0.9469680949313865,4.3035949570610965,moderate,sandy,23.33810009676103,46.68924304971773,moderate,wheat,7.541025591057598,vegetative,15.81632112302547
+31.299031487565014,37.11934219177514,4.814248595645328,5.241970623251136,high,sandy,26.98937053024848,27.51054653759328,poor,maize,9.634286238876165,vegetative,15.247550302029982
+20.606732736513997,64.22323952205184,6.908872189210282,6.556141747993755,low,loamy,5.734633895064537,26.944384951764285,poor,rice,5.398329791298217,vegetative,8.470199779925697
+32.8044805336884,84.38125266573877,16.662906077248508,6.153341511076497,moderate,loamy,41.69567881885887,45.79258134332501,good,maize,7.9563724035847985,vegetative,10.085679693074344
+20.931227187420003,77.04370678970872,7.327853334296106,2.313515144297085,moderate,sandy,19.953860537576467,26.10189305350299,moderate,wheat,18.33519489087629,reproductive,24.133877995817688
+23.134992453981692,67.35095210476297,15.092435655312128,2.7893767846833075,moderate,sandy,37.60077939917646,15.900635210651227,good,wheat,14.57348947585819,vegetative,19.26156077357284
+33.662285127950604,48.90338979645596,8.788845625909751,2.8037326344348905,low,loamy,7.919905792150928,30.22551259528027,moderate,rice,14.456708299976652,vegetative,18.106247276002755
+31.24082247618037,62.5128103965732,15.697366239877768,4.0981432439934,moderate,sandy,28.57213636241411,51.19220197744167,moderate,wheat,7.247286509381455,vegetative,14.252563982620469
+36.23058526235445,35.474690478255326,19.5254320087408,3.966912902419594,moderate,loamy,45.895638743183184,16.51022440032301,good,rice,5.485657224445895,reproductive,7.521187607572465
+31.440322307508584,70.73672545684019,4.796831161151602,7.937779070294397,low,loamy,22.921161597665936,37.72403878819185,moderate,maize,18.08627870394868,vegetative,21.755228176333947
+29.20771508338679,73.50576113385905,17.246832239277524,6.581955088129156,moderate,sandy,13.876655453781376,16.612964697185692,moderate,maize,19.04199233023828,maturity,24.639894636213747
+17.341869195702312,87.90189737459514,12.436481726115494,8.111808677161928,moderate,loamy,9.458652070179376,12.459142421974086,poor,rice,3.9108996577175823,reproductive,4.723293136127934
+24.19289507648584,45.6238415247043,16.345885231773096,2.559168459286961,high,clay,43.65895835696416,28.93548872826464,moderate,wheat,12.012751224138825,reproductive,12.343747772129287
+21.63005919204313,31.10738514258136,13.031718045356104,5.881713899772805,moderate,loamy,15.746280231182784,42.89416581651325,moderate,rice,10.476937313485047,reproductive,13.73237863179021
+21.09974108447709,62.73650786562904,8.478990145483003,4.590204634122156,low,clay,48.878200017439305,23.749366659813735,moderate,wheat,15.552859285516435,vegetative,17.25120761708586
+39.325263868811135,72.40743026380886,4.561498788835808,8.799514486045972,moderate,sandy,16.152025249755848,32.28655738687088,good,maize,8.130512301383847,reproductive,12.421084648173837
+24.82744311666901,77.42444855297927,1.4007045066233004,7.662313255279226,low,loamy,26.644594808425992,34.56654623715613,poor,maize,13.549818047352392,reproductive,14.370469682714994
+37.30116387942783,41.62433598148864,10.71036728921434,8.95406776661437,moderate,sandy,25.60973593096251,52.06451406709481,moderate,rice,4.403906704061028,vegetative,11.993145341416234
+30.77846564993157,45.70517214222142,19.80652189053731,2.3714169792484805,low,loamy,7.790432871492833,50.948960420267575,good,rice,16.990218181026492,seedling,18.231856916531587
+34.870282588541215,60.75545551603778,14.760836100284124,7.766587916532804,moderate,clay,28.932773891785157,10.117360492546116,moderate,maize,7.057850105666794,vegetative,11.91888910263986
+27.5659273276298,49.83604859820011,6.546910827980332,6.320066817276624,low,sandy,35.26884408598416,30.695949710958462,good,wheat,8.336741014754356,vegetative,12.397977604328824
+29.422597115658977,81.6306891952467,16.544096001734705,8.600000232124525,low,sandy,38.396104848104834,42.80455159800098,moderate,wheat,9.430129969892125,vegetative,15.352915375871657
+27.3129423454716,58.42560922432322,15.379680003528131,6.057284727406568,high,loamy,28.51662903399181,52.61980852807971,moderate,maize,6.512468858910884,reproductive,7.768555175929102
+19.881074694951117,77.97471864612018,5.632715867069136,6.321672623215272,high,clay,41.56633243046087,12.44488916588964,good,rice,16.751266403572746,seedling,13.092577873784412
+33.06130288153763,64.83718562894123,0.2861497958846937,2.414139047536521,moderate,loamy,38.84438758297628,41.41241592054583,good,rice,4.167465472888123,reproductive,6.013405991821669
+22.0193090610214,76.38540849702672,2.363252770678992,7.348182920287734,low,sandy,13.728844043924942,52.10097487830576,moderate,wheat,18.870057645208803,vegetative,23.37777901156761
+15.607899160786346,49.96037919181943,17.54612380624115,4.1851190048404,high,clay,23.072075685432807,22.753801029168716,moderate,rice,18.82007483634954,reproductive,16.253149908261545
+31.136807397679195,79.88499731581868,16.731260706097434,2.157551377430564,high,loamy,11.416183304391982,20.262816568332838,poor,wheat,17.065159344864533,reproductive,17.893035360575414
+19.427766985176223,46.47433893306129,5.904180017567249,2.5314973000482404,high,sandy,11.004064419691469,33.39246938033014,good,wheat,19.186477970983653,vegetative,23.65789643396717
+38.51146460882286,62.765928480197445,5.703908525688409,9.658284871728206,moderate,clay,37.04573095804452,58.12897908867714,moderate,rice,15.93941470866273,vegetative,22.126675006629146
+38.84821442506468,42.84042679043245,15.857299742049422,4.768618316638776,low,loamy,28.870660956991323,44.64431972539776,moderate,rice,12.563895796168069,seedling,15.497439358314566
+37.871609755511216,58.5315912975716,18.75474939790844,8.94460502896927,low,clay,32.04274138151462,31.224252323585677,good,maize,15.267567367021474,seedling,16.217886918035255
+24.25396750638611,49.09051257052219,15.582745135952,9.677417872554049,high,loamy,37.94829274726651,11.04313999720836,good,maize,3.0671526775241817,seedling,1.9274587972334365
+15.386415413221686,46.00220583823285,12.11157354061523,9.546137510698582,high,loamy,17.475571947278603,37.8362931718942,good,wheat,14.652207681879329,maturity,10.599361477981756
+38.20796406469313,88.01910108168225,4.853427006636091,9.053801925595362,moderate,clay,23.061288139369506,27.43940008984579,moderate,rice,3.714457470302415,seedling,7.097818536736264
+25.704603707932858,39.60444632920384,10.514958281905214,9.158751299690408,moderate,loamy,32.30613900426293,19.285682107651827,poor,wheat,18.09005547998284,reproductive,19.707394420192365
+39.16637047609174,77.23955024744372,4.670237171865292,4.312064354727612,moderate,loamy,9.348304163826253,35.007405110111435,good,rice,18.240941543457296,seedling,21.509930240405183
+39.09049942723132,89.04989756899289,16.160228401935473,3.2117591220828663,high,loamy,42.48743365378657,27.069131698360245,moderate,maize,4.9434404054868,reproductive,6.258516745227004
+36.325236386684,31.19408902440467,7.739221590354745,7.114100496703389,moderate,sandy,20.45523308849942,11.936234139596438,good,wheat,14.553705760966754,vegetative,21.1996956855494
+22.36122230173964,71.9416448425257,16.673944339880524,5.904844734950591,moderate,loamy,34.64388428156778,46.275301011583416,moderate,rice,14.358443809421765,vegetative,18.10212804319318
+24.62744321504813,45.174708333377225,7.632184359654506,2.7899737495613683,low,loamy,49.80042058355671,46.62914599812522,poor,rice,11.467388293922983,reproductive,13.118666639512524
+36.27841678792142,32.42926945969827,16.482988103997826,7.420330528179287,low,sandy,26.3913100419792,40.94157248793627,moderate,maize,3.4254018935681536,vegetative,12.224254431055735
+22.923050128906944,54.17337473739785,6.666356303304839,6.502880059878187,moderate,clay,14.677180218009449,52.041032674811575,moderate,rice,4.939759460326735,seedling,5.806670787226459
+19.237318667152312,86.1130686102525,8.802654092353396,8.904539206483513,high,clay,14.739502945183157,20.159077189050308,moderate,maize,14.207684189977057,reproductive,14.34435660171084
+28.920031561458757,30.705905662019862,12.30976838685315,6.873470365507189,low,loamy,7.71692972836912,24.310077580706533,moderate,maize,12.00350459847609,vegetative,16.225960074258357
+38.40386935401952,65.2731415157869,1.4057522805983735,6.591569437774029,low,loamy,39.518703544840704,32.93278914383328,moderate,rice,3.786358797213879,vegetative,9.805618823766917
+32.400744916874324,60.08378871571946,18.96414123630929,5.526013786661023,moderate,sandy,18.204410304141227,13.008759199358984,moderate,wheat,11.798464788212936,seedling,18.202422116524843
+29.251529252234125,82.40304986226285,11.472115722476063,5.702296559110962,moderate,loamy,12.772659314123707,54.17728899540835,good,wheat,17.437019056096684,vegetative,20.18978785043353
+17.429412344269213,35.040102871237536,10.156400293816043,9.635049815832929,moderate,sandy,37.11632152169848,34.53143039532575,poor,wheat,18.137965149388627,vegetative,25.0
+30.37518066747924,70.89156179319902,16.78787942239824,3.1075680752019146,moderate,clay,18.91114886363604,26.23316211387252,moderate,rice,14.84879207552796,reproductive,16.73333088685597
+39.75134625260658,70.80658190599664,17.31525459793655,5.569750548657497,moderate,clay,32.0211026448975,33.89817236815145,moderate,wheat,14.264952568555971,vegetative,20.17587173886711
+18.5021003809131,70.144801011737,10.44520809058032,7.246617871414743,high,sandy,23.80217962259025,26.256491086811923,good,rice,16.074812743800432,reproductive,15.120972918016417
+27.958241309093417,86.54006969610222,18.545246515872748,5.464085164723197,low,clay,20.03687283558965,24.31317102163424,moderate,rice,5.268036678462748,vegetative,8.143204545109137
+36.93432679819888,79.38525174041283,1.2947553215296126,4.265725016326062,moderate,loamy,27.024331799253183,32.400921962851726,moderate,wheat,6.233318782042284,reproductive,8.952740442242467
+33.51921544385511,32.51836357461036,2.2645158450243508,4.298858966102839,low,sandy,19.12069577174887,34.095233619253406,good,rice,11.25750075870689,vegetative,15.89185091630161
+32.4253935248817,58.26497104227079,11.935764600288802,3.869248370061726,high,sandy,44.17542136141327,31.66726966861388,moderate,rice,10.667385251693249,reproductive,14.415006772424196
+32.56210209967773,53.87718337208001,7.081317235871674,4.751225604664717,high,loamy,8.286813699130585,37.39654766030989,good,maize,6.134134029911087,vegetative,9.47226178124898
+23.98727878049388,48.608833265448126,9.284503323783976,8.973398204668536,low,loamy,6.356913122610704,49.1689501142426,moderate,rice,14.530401439895089,reproductive,15.731309096269667
+22.339796106612333,57.08020350924584,6.561584357943331,6.0417964025839614,low,loamy,23.287686232258377,12.86340958323406,moderate,maize,15.598463259291035,reproductive,17.306295320620418
+35.23402888696284,53.05165109555865,8.094506228898712,3.921909824622547,low,sandy,12.777963574504206,50.57593433062453,moderate,rice,7.604345703874892,seedling,12.638508489184993
+35.25283486697952,55.94003399271992,16.45292694292599,5.076213736212259,moderate,loamy,38.467690476029375,21.426719617809063,poor,rice,8.319930459997792,reproductive,12.365679999738717
+36.67680796450259,88.75571193651855,11.869523997086093,2.846643296628544,low,clay,20.90452598254156,22.60464582785338,moderate,rice,7.374611351800079,vegetative,11.931824070069949
+37.83101381391178,35.317978484974844,19.946890985669967,9.232285917909904,moderate,sandy,16.764697047294227,39.97332445334088,moderate,wheat,7.736260855649966,vegetative,16.15262153708338
+27.783559971523445,85.3338521903238,15.73758395641926,5.265582656731456,moderate,loamy,21.172165844127328,58.78356513879165,moderate,wheat,9.19943115224286,vegetative,12.913108910721352
+27.53790736717999,58.8142028082616,5.473325082036533,9.843129636744608,moderate,sandy,14.876776908951172,10.869966677624934,good,maize,10.4985468519447,vegetative,15.9054100644138
+34.95737947416938,67.42453472997246,5.286902354533924,4.780310186100154,high,loamy,18.48436155499304,43.65667948071426,moderate,maize,11.23113036153875,reproductive,10.822707014054457
+31.24909826944413,79.81097799706163,6.717965402340143,8.69084837781697,moderate,loamy,30.55933784166694,44.84486029580001,poor,rice,11.24343316350619,reproductive,13.750460182447744
+32.54917193144259,51.62778174895533,16.865189612954854,4.051082506331626,high,clay,43.88146456812895,38.682589800383454,moderate,rice,13.49375357167221,vegetative,15.972725203913663
+34.89481673590252,55.825314485278014,0.545753013011312,2.609223147020818,low,loamy,21.68912115125513,10.484505719811011,moderate,rice,8.849726632318799,seedling,10.293401985610563
+37.25013354543916,54.57110881672284,4.603625577425154,2.2538668933904056,low,clay,19.430229975985863,40.317589839330346,poor,wheat,11.558077543214184,seedling,12.89860643646858
+23.449878921288395,52.4838613521456,18.09836840688534,6.849347413158268,moderate,sandy,40.1805445390208,15.75106545263217,good,rice,11.603665699796704,reproductive,14.756430933900548
+24.3895738159986,85.5317592988137,12.79792872166504,4.492589373388715,moderate,loamy,6.009187260108026,13.90338446287,good,rice,4.643743087475389,vegetative,6.424840658758176
+17.349548496021725,79.73579347158073,4.536941910021128,5.548159043806627,low,loamy,18.593434643532053,44.8030792452474,good,wheat,13.698983874464613,seedling,11.818658328247222
+29.45700352490435,36.539999391778565,4.382899364651607,8.549176284806363,moderate,clay,25.34768683449052,45.0117277809101,moderate,rice,7.728850185899008,vegetative,13.136731347582645
+15.898556844918552,36.48740114862576,17.25236203518861,3.984864685558417,moderate,loamy,32.02977545820988,54.49559340968353,poor,rice,3.798347620234126,maturity,4.501576578354893
+26.639950453311503,55.67217089117947,17.87515016554093,4.469219813879306,high,clay,12.022768840041216,10.169023445465813,moderate,rice,14.000719069816606,vegetative,16.665358527948705
+28.566115867689412,35.91944260396854,5.122621819242306,8.762689480469337,moderate,clay,24.478447912488107,28.93799270601042,moderate,rice,3.823102278511018,reproductive,5.480749348591202
+22.163531303207108,67.14558571626718,8.410207161530645,5.942098186748033,moderate,loamy,30.483521009685703,10.613599947764442,moderate,rice,10.511993285781216,seedling,11.680829067624058
+29.770831514225268,38.62149643570403,16.691914772566342,8.6213213364199,high,sandy,27.961270631312104,28.23312730971222,moderate,maize,13.55954460884892,maturity,16.544157354061227
+15.762506248476235,61.34239583800806,15.420148772197708,4.995808027730531,moderate,loamy,30.854798512095627,34.58289691673113,good,maize,19.97596225034534,vegetative,21.05582058277864
+15.93370471873036,30.433196820223067,16.27832213132169,5.186959846616868,moderate,loamy,34.807922035768485,36.486458077501375,moderate,rice,11.757166004712756,vegetative,15.269721853182489
+35.56501401649146,48.9957809047588,10.367963815759376,3.33710689422605,moderate,loamy,22.07177011091848,27.796635678329707,moderate,maize,8.409335320591762,seedling,11.202098037285664
+24.00476603528157,70.63144342035932,18.230980966103463,9.330766828759732,moderate,loamy,7.863608379919668,46.2650684053244,moderate,rice,11.364245775890469,vegetative,15.68335067530193
+18.17651281629712,59.04233641367091,6.519030879088705,9.174269552100876,low,loamy,7.500032703781404,30.779746137560917,moderate,maize,6.326964687164925,vegetative,8.394371691395788
+28.05608150137011,88.69616915993929,3.1334426869503607,9.873736116518188,low,loamy,43.64215911589203,35.85632711566201,poor,rice,10.445167153990312,seedling,11.638640445172255
+34.24983882746527,82.44622776397264,14.174646651297296,5.219577017357692,moderate,clay,35.483864757284536,50.00438004930837,moderate,wheat,17.84235046823856,vegetative,22.781668470135017
+20.39552568742108,51.544246742589074,10.787088320137928,8.548919534069137,moderate,loamy,39.38831071327642,18.715138316720022,moderate,rice,5.314098875770415,reproductive,7.737534623050557
+30.57226189547501,32.72919248833647,17.09171537618962,5.319629853376949,low,clay,46.79620789685909,26.04476162809099,poor,wheat,12.012520748659217,seedling,14.829190250467606
+17.1336866248442,80.73757800690113,1.623184982494299,5.634390311367782,low,clay,38.7744981487537,36.07148003340153,moderate,wheat,13.553713820740978,vegetative,17.20410530124712
+16.292043029215193,84.67405861888028,16.873848068761337,8.639995148758597,low,sandy,36.153557078655325,48.380911248246655,moderate,rice,8.321151377374761,reproductive,11.212261459661692
+28.283865789203706,79.23764360514221,5.865893064176444,3.418934167091198,moderate,loamy,34.509134250788065,31.267771374450327,good,wheat,15.510540947474093,maturity,15.560350177436687
+28.515878040252662,37.67699645518589,13.09711334336366,3.7624874756940185,moderate,sandy,16.635802310411485,13.63833861350174,moderate,rice,14.282992377157882,reproductive,20.33021967241126
+30.935747537455164,89.87490806473727,0.8025757815651158,4.51782592316652,moderate,sandy,48.07823322864009,59.44152659360345,moderate,wheat,10.88781795256877,seedling,15.719569215975811
+33.15228334306654,45.51505329316643,12.191625926072014,8.30543226000046,moderate,sandy,29.391993862968626,45.395536134144656,moderate,rice,13.88121341219347,reproductive,19.28344275671732
+39.396301986563365,73.45229476850221,14.34543378374672,4.981212394944662,high,clay,14.993325257837322,46.136756797381096,good,maize,17.284532295922766,reproductive,16.606263588829368
+27.907508707529885,84.4820925801433,7.375004290112406,4.8653456662460925,moderate,sandy,14.442179498276138,33.25524557607345,good,maize,13.206970834272548,vegetative,17.443538930594418
+23.073911823531148,44.14122685984257,4.308214105242804,9.990530762041937,moderate,loamy,41.6869660172318,37.3520028471323,moderate,wheat,12.66949757415659,vegetative,15.483687095961912
+34.87965486921759,84.49551328062397,10.7526135320709,5.070449144795836,high,clay,16.25938706553259,59.70242218917557,good,wheat,13.56425409519093,vegetative,14.017372618161476
+21.770806281551856,48.568894751692014,16.66381608871293,3.982164290524696,high,loamy,6.864187904412881,39.75578518387254,moderate,maize,14.484773324853014,maturity,15.604763435205422
+25.9742855176409,88.58479334304337,6.470947165933016,6.9857094256075465,moderate,sandy,24.278552277559115,20.94647330424775,good,wheat,9.853612727127969,reproductive,12.640844239768782
+16.961409533556647,46.87560122282848,5.049385950425592,8.415039615640007,high,sandy,41.780770462979504,58.21898698596267,poor,wheat,17.225832104932913,vegetative,21.099782442863063
+15.633768585386438,87.2061494854701,5.578706172753753,2.556862669785274,moderate,loamy,23.649783853370423,36.888134122305445,poor,wheat,18.706362510993543,seedling,20.06265346010752
+39.06621036694813,33.21267905356049,18.982643058333288,6.9511378491078,moderate,clay,41.15964099208704,11.033667443746488,moderate,maize,13.5716732437683,reproductive,17.13984856720818
+35.89950301280514,72.55632070018878,7.185538315291193,2.285883647041798,moderate,sandy,42.22449390927651,38.66757389951569,poor,rice,18.0743750072145,vegetative,25.0
+32.39935515234245,61.92666803022022,0.0720847977657435,6.210658807836143,moderate,loamy,43.59682232552333,13.523780150309763,good,maize,15.659053452131404,reproductive,16.69119353371489
+25.223823610356742,58.67262462736384,15.633624159192394,4.0559325100624735,moderate,sandy,31.50049283447093,36.37941551768256,good,wheat,10.190405037687093,maturity,12.717652421322954
+19.332358001771144,43.4096588553504,13.985495906707804,4.453133581385486,moderate,sandy,36.47618465775916,51.26658419341862,good,wheat,11.43229536851748,maturity,13.233021390350604
+18.91092606677715,72.33574738658952,2.5713652920593777,5.736767711859061,high,clay,16.78365773764591,36.94331855761096,poor,maize,12.692234762611248,reproductive,12.824910092045974
+21.25607245411488,41.448569486778425,19.698084982698248,9.416859685964695,moderate,sandy,9.486407435737686,28.67266669548324,moderate,wheat,18.964108888102373,vegetative,25.0
+28.73066661765301,63.17050775908609,12.161245706102225,7.685338452703012,low,sandy,28.97512358810381,54.1304875417957,poor,wheat,14.017349984677862,reproductive,17.321607935075708
+32.86489806750156,45.19472178241504,10.01558981881203,9.494764770275973,low,loamy,5.476185166909741,56.37950389648232,good,wheat,11.645247380082877,reproductive,13.778819252694117
+31.50493441794328,87.33728278688136,7.644385352457821,7.279768036469421,high,sandy,25.958203292856503,27.374549119988185,moderate,maize,5.0977770838312,seedling,8.163697830018398
+21.99834742364857,31.717871630139168,17.97345511127276,2.0568619767028773,high,sandy,9.59421290313091,34.94753919884983,poor,wheat,14.336967178402247,vegetative,18.958039586741943
+38.87163201657985,41.98369680667419,4.879269628371265,4.124681578781421,moderate,loamy,9.878913491227904,59.14611480448684,moderate,rice,12.4303514275768,vegetative,18.82091023232033
+33.44742291739421,44.53863638324687,5.715378004398037,9.246180621762992,high,clay,44.1852537148452,18.905042294385485,poor,wheat,18.98013886838856,reproductive,18.895981492448588
+28.858851312785017,54.84406954606899,2.448216133731338,7.147564167741958,high,sandy,33.823318653771594,24.907661800287247,poor,maize,8.81456314335217,seedling,12.206347124952982
+30.293018655858805,43.963814512203214,15.1823819116852,9.8531778925622,high,clay,34.035543439162154,31.421122783726855,poor,wheat,16.52254198965597,reproductive,18.5440748767006
+25.490001560694747,59.48094541612711,11.910985608117066,3.247712153746365,moderate,sandy,23.20145039701222,15.04441487079002,good,rice,7.802970767321143,vegetative,12.963000075759275
+21.193274737528935,82.34793139551235,12.181323385089966,4.373982664852155,moderate,clay,23.596444577188095,23.60212842621224,moderate,wheat,5.920207412886134,maturity,6.794285624519846
+23.89931696628154,72.72380528455025,4.369408620389272,4.8989412761362905,low,clay,18.63984617641899,37.23443434273065,moderate,rice,3.207264590629213,vegetative,8.514135414782695
+33.94615276160923,64.79771883210665,13.023367782541676,4.612462545338484,high,loamy,24.5461339981436,21.424903019522088,poor,wheat,18.22215270925236,seedling,18.425065792732006
+15.359837215743896,35.34019067896078,15.30916894493728,4.015932241199045,high,clay,31.420627763308563,44.31424927019216,moderate,rice,10.558518058246852,reproductive,10.4315190583046
+17.901816012672906,71.63952650335654,7.157770614513785,5.547725726054223,moderate,loamy,13.39650759679158,27.383574104779488,moderate,rice,7.780314199566828,reproductive,7.572495282195592
+16.15006605054382,39.98485705865639,16.026942879234245,7.13838498695497,moderate,sandy,16.775755111306506,14.489746815341556,moderate,wheat,9.853412431082791,reproductive,14.861960194285237
+16.018220057974254,77.18204315770188,6.975811770640419,4.490055383093568,moderate,clay,27.263927128019063,48.22665124347988,moderate,rice,15.101476674456723,reproductive,15.377994332362125
+36.38651460027518,45.00340551060919,15.162769230185752,2.637599386514045,moderate,sandy,22.315113591148368,38.37081520884847,poor,rice,9.68557695143041,reproductive,16.786731575781925
+32.591446484500594,55.02292369925405,0.6746021491543797,7.668260215145307,low,clay,41.8768931070524,51.24346413698977,good,maize,6.837425625903925,reproductive,7.496636228169465
+26.85434572718313,51.02821213907568,11.023292029473051,5.672132446250149,moderate,clay,41.9759162184566,28.00758085649302,moderate,maize,4.492431856119992,vegetative,9.191738434595672
+17.445854016275035,81.52883488049142,19.390531212797733,6.451858448720506,low,loamy,20.11964183739409,10.968971768614768,good,maize,13.569340473511163,maturity,11.07338419981194
+27.29039687792081,37.59266752280449,19.624892013647816,5.643205257311321,high,loamy,25.28578760059217,12.334424696639733,moderate,maize,19.535713228707497,seedling,19.778465702882777
+26.836794269514144,63.93869294308732,5.635051566834813,9.122860027639282,moderate,clay,48.94643741257327,49.77249109375786,good,maize,13.791506535839403,vegetative,16.415301715319927
+19.33004674775038,38.52369656658374,8.827981821607109,6.46995997733104,high,sandy,42.23642374787288,30.53206060563939,moderate,maize,19.097082424667363,vegetative,22.657323888386905
+25.846291230949326,72.2877501679312,1.259558159732661,9.386214718813996,moderate,clay,14.704718741310687,58.81928526108993,good,maize,17.926045303583614,seedling,18.323008703164497
+24.962618359934336,84.30468766766887,17.466826152091993,6.084602732448002,low,loamy,17.6103039749329,51.51541856984689,poor,rice,5.649283490136158,seedling,9.974691923215678
+30.39625245130541,56.076459232035205,11.371443062804282,4.340705297922255,low,sandy,8.756615220873647,10.806094132203228,poor,wheat,17.94371673634835,seedling,22.404662246849053
+30.87734127169109,59.28553561589855,7.702013578810341,4.843540697409573,high,clay,35.50204141777985,53.49901000495071,moderate,rice,3.0185429049561496,reproductive,3.9663517671087054
+16.132600244301113,85.64537018896573,2.255411169783061,6.177034348678284,moderate,sandy,19.26028850154458,20.64330869375993,moderate,maize,11.66389451474872,reproductive,14.82951101177484
+24.36531536566178,61.25948331896143,18.935345709937785,6.239915502440069,low,sandy,29.14678342039625,34.31324647145156,good,wheat,11.886204037190655,seedling,16.415382439640982
+30.646497892855912,59.255906282973655,10.604380956419874,7.49870161239159,low,sandy,39.56640268632713,35.30606739688749,moderate,rice,15.35602629907805,reproductive,21.09270322362025
+27.578406464502194,64.69974616225825,5.6585585816580775,3.7959589774930462,moderate,loamy,42.621578032086,12.98606010776819,good,maize,15.85237171403257,vegetative,17.963247935666946
+36.41224602970806,71.35378418177712,7.00430260263019,7.270743199724014,moderate,sandy,19.641395483311356,16.283282321105645,moderate,maize,6.938370111620642,seedling,12.992439940502774
+31.467340790473624,36.41300250522188,5.4139436184429535,8.228704067046017,low,sandy,15.676112168348617,31.152370071270028,good,rice,17.99446836336051,vegetative,25.0
+19.073360677035744,79.26663166449097,12.036196177139614,7.41273591573592,moderate,loamy,43.18413676753372,42.13104382776741,moderate,wheat,6.044904180592447,vegetative,8.681589425709435
+16.764218685010746,56.13030164719555,18.5992715156102,5.854624878540727,moderate,clay,22.157186521682203,23.220848867017025,poor,maize,19.34518086830348,reproductive,21.351958188563437
+31.06048195515789,34.34091059384913,17.13387606653129,9.933445208934671,moderate,loamy,41.9899163170638,36.3200482969343,poor,maize,19.747162592374966,maturity,21.43704649208637
+15.662782763540545,77.17096015189279,9.20761750851955,5.23850527303373,high,clay,11.739341778866065,28.956768929767787,moderate,wheat,14.845647291151774,reproductive,14.0546804150311
+29.64438953183658,52.61699830117632,16.529987246020156,2.8527249166386337,moderate,clay,46.03592346692112,41.518175287623336,good,maize,14.027508947115358,vegetative,16.871526362360406
+38.50575603562394,36.02204970570324,8.462109625526598,8.572033723258745,high,sandy,26.74065457075704,31.22186506479365,poor,rice,19.646452173369543,reproductive,25.0
+29.386854446896976,68.02674237259504,5.046142815172761,3.6976097510433457,low,clay,12.656002550081896,52.58165499608387,good,wheat,7.114047967034764,reproductive,7.818175670106105
+24.70424815516305,82.8078812060185,19.66830230532856,7.706284583219537,low,clay,29.078066761810447,59.18720342747825,moderate,rice,13.925224958542875,vegetative,18.840684095666703
+31.08220546105883,83.26521056483918,6.077751359416437,3.431810261721007,low,clay,44.15071918681678,55.65259162619951,good,rice,9.904834749236835,seedling,9.876513707857765
+26.45632226228792,87.45980848853839,6.474484619738168,2.135019126863515,moderate,clay,22.51962809415909,18.43021177109129,good,maize,5.848802117544917,vegetative,6.922033178114676
+28.640419732898373,82.06232758600129,19.793857355730445,3.2783888303122053,high,loamy,13.01276781340548,32.8588839311883,moderate,rice,5.172128534540361,reproductive,4.249680325365936
+38.53662021941313,30.128455160728517,2.6785498633130977,5.015909572606575,high,clay,30.945027432280884,32.94088603289427,good,rice,14.906370356732142,vegetative,17.426409376332035
+24.652565945019354,52.81446998480341,15.2106797601939,2.8529459770383863,moderate,loamy,42.55102002121696,52.0233195873817,good,wheat,6.892732191882407,seedling,6.249618046622315
+39.029764095597855,79.11255479433018,18.71625516965453,3.5814326738854563,moderate,sandy,10.460919921604326,27.859466190981493,good,wheat,13.18917320025832,reproductive,15.575998246429783
+37.63376604890159,51.97518035990845,10.235899885508372,8.117010221475145,moderate,loamy,6.863373844367517,37.48009346910746,poor,wheat,7.03947425632186,reproductive,9.944082248796327
+19.89477836973241,66.09291038278238,0.0504352340564007,8.159068863817046,moderate,clay,7.533207211182964,40.46395016165496,good,wheat,10.7150435007098,reproductive,10.704908732361543
+16.734032521879136,66.37901684247191,7.501178882262125,8.539905817527814,low,clay,15.371992386520516,15.576039279860218,moderate,maize,15.619630688706408,vegetative,18.178995323934245
+17.519450034435668,51.90151824232939,2.231379847696542,8.72924189238074,moderate,clay,5.3285900573085945,37.898056529715234,moderate,rice,11.9783372974612,vegetative,14.08059139605833
+15.455545641288744,84.26843563687726,8.323753218673914,5.363487156910043,moderate,loamy,24.290274623057957,22.34207441773161,poor,rice,17.81507548563235,vegetative,21.68434913191259
+17.36107401889821,60.193700723167055,15.800535232845691,8.940397285548228,low,loamy,36.39872542644126,20.33084401707313,moderate,wheat,11.947064647951262,seedling,13.89155644951175
+32.07516933540892,57.88705235625005,8.774230977676009,6.207495000112345,low,sandy,36.97061851720769,22.51577900761357,good,wheat,6.302063801548602,vegetative,12.77043431226419
+16.779716211505725,89.85082473971374,8.63850242691845,5.764776935488065,low,loamy,33.65201854584979,14.96759993337804,poor,rice,18.250710448083023,reproductive,20.33099645478999
+22.974390757344032,59.610021844357,11.135789538376931,7.748290631966206,moderate,sandy,18.329006056775302,13.486512531097684,good,wheat,10.104454082690346,reproductive,12.404354181097434
+36.12188277423637,40.70389511571487,11.633811694953604,3.7105472908792576,low,sandy,38.1171967568788,42.3433184700272,moderate,maize,17.746843522548577,maturity,23.74106912135936
+15.581798393395646,60.78416537180628,17.125926175979426,8.315979014619776,moderate,loamy,30.941940543122296,57.048943194374,moderate,maize,6.950591201303228,seedling,9.07119645582859
+35.36171206472339,78.8410041311958,6.16710878457903,5.435726612529626,moderate,sandy,43.75306385453145,44.399981057203206,poor,wheat,13.814870867577383,seedling,19.724024869158526
+22.046369369335,76.61161961389689,16.43342528736032,3.0183633120300835,moderate,sandy,26.510248198367524,25.592780430636974,moderate,rice,5.809693376148145,reproductive,11.949621027657413
+17.954120690541405,77.31490590650826,11.318674973840944,2.954495308135741,high,loamy,13.106628946200336,26.75232974831972,poor,rice,4.361131717506382,vegetative,3.63324331795016
+32.41842913410377,72.4814270398747,6.010590994342939,3.319253950773601,moderate,loamy,33.55937748653782,37.0694601612066,good,wheat,19.981233191993216,reproductive,19.18037730219943
+30.7235711694971,45.253069744001294,5.902520880121543,9.12458187395026,moderate,sandy,11.785290320932583,53.315093815583616,moderate,maize,3.179027600086288,vegetative,10.302681939479212
+36.936800338176326,81.72504515041388,7.22275034211449,9.92750257807238,high,sandy,48.34151800736986,20.12322751742911,moderate,wheat,13.05119843657222,vegetative,19.511025824550124
+33.37677609509714,83.6066079225759,12.45386485239951,4.855790393610268,moderate,sandy,36.647833539531376,33.4255680897015,moderate,maize,3.2283596755397976,reproductive,9.44095493352701
+35.08702325962122,41.64916179711295,4.616234627198983,4.337150817642381,high,sandy,39.03448493401014,34.94733612214218,moderate,maize,12.379448718705367,vegetative,18.23298202430521
+22.050864314282663,37.827338193083634,18.406671233445348,3.7501677807546985,moderate,sandy,35.56707991103336,56.56118111045549,good,wheat,4.698463771456769,vegetative,11.056657195737465
+19.43598859449307,88.53629811534672,11.498251683558006,8.590531817337965,low,loamy,9.390180646560529,36.80764390788789,poor,rice,16.388114848263292,vegetative,19.86206297823402
+33.76536879102146,82.09943781902207,18.400315539920136,3.673659859351009,moderate,sandy,25.938491875478373,49.04293366340527,good,rice,7.976017042908714,vegetative,14.097310025808156
+35.1708684816816,83.59416883259681,0.928087171583094,9.392721039442158,low,clay,34.31368593105735,14.390058994962532,moderate,rice,8.853819755817089,seedling,12.865423291217713
+39.76262855001683,83.1825830774637,6.852227409229467,7.338803031770261,low,loamy,15.321014288823172,26.34618063796741,poor,rice,7.289400276464095,reproductive,10.499128747685363
+25.315441922785663,62.5012094420237,0.4561532137524615,9.177022333353555,low,loamy,35.577594810925575,40.57117266390355,good,rice,4.936755604489628,reproductive,4.616309732523931
+24.30045214481958,68.78410419994799,5.445036301959396,6.43207883515317,low,sandy,41.89484638574053,43.88189659600042,moderate,rice,11.50571873301415,reproductive,16.030065228630892
+34.41032401854992,62.7217711280185,17.240129445371764,7.525438897459974,moderate,clay,17.37184907382328,54.26060753460509,moderate,wheat,10.610442725979404,seedling,12.40377094146459
+23.520088506325447,33.072380951419746,0.732194316844017,6.955664805261661,high,loamy,13.9821485119591,39.52118724112898,moderate,rice,12.170343846813385,maturity,11.994072742165091
+38.26893314008912,74.73018512116636,8.722941998314898,8.649563650590375,high,clay,44.742199007070006,24.478960530907077,poor,wheat,13.64035868433471,vegetative,15.90169784242298
+36.4603187960753,60.319922000152815,2.351341409464556,8.686886489487048,low,clay,5.233752174405523,36.95476193483621,good,rice,4.50700380894925,reproductive,4.717018222501467
+25.72485068437546,68.86254448741379,8.336813185207355,6.718343998761001,moderate,sandy,16.50861717844679,45.57650046457548,moderate,rice,10.029644670837728,vegetative,16.4350809228453
+33.771776694787434,60.15838829853212,16.777031685287547,7.060061194638179,low,clay,23.30286791656623,49.2172602858896,moderate,rice,13.073418874906611,seedling,14.3442996814308
+33.86357185211706,59.50867933934735,12.461420668050383,9.37500736398264,moderate,sandy,35.2516873454104,57.22921353446705,moderate,maize,8.493346951649366,vegetative,17.03348805947391
+17.578096720898316,40.307346568666006,14.735126906628464,9.438931871719756,high,loamy,49.86785725068523,19.53763213325218,good,rice,6.253997247689953,vegetative,6.74537276260284
+37.56382266698917,46.72282290846894,6.98208230899162,7.313998271161453,low,loamy,21.68682777062041,43.0472580370378,good,wheat,13.307104740354037,maturity,16.112725444990556
+27.63130931119643,39.53116151663735,18.88795390020283,2.0620342253853083,high,clay,47.69639267177837,20.01543777634916,moderate,maize,15.213090732695209,reproductive,15.049335751781753
+35.66143665269354,41.73997773752055,14.185241875590002,2.835289718031528,high,loamy,21.50484269712016,25.89361644942341,good,maize,15.760155863362044,reproductive,15.862028371681197
+23.00124002576529,88.3786428252183,8.435976385690617,8.863540254195328,moderate,sandy,36.29881655078094,17.138224951572433,moderate,wheat,8.535482682365416,reproductive,11.81051283058772
+37.38808071240501,39.186806746331904,8.529296004541099,2.677712930966412,moderate,loamy,12.441515779600731,48.64968719529437,good,wheat,4.682426117808887,vegetative,7.958586480211732
+24.73004196835408,46.15622545831246,18.373683558865952,3.708153446840531,moderate,loamy,25.718353636313967,55.69997602389581,poor,maize,18.564863143472184,maturity,21.60145002890281
+15.270941287007458,65.4353794643151,11.528093868707836,3.8443734417732154,high,loamy,44.20730833876671,11.496440112555652,good,rice,14.692743320989408,reproductive,13.240036413041484
+37.63454941048159,66.61071457419851,14.127584198060834,6.801878158239239,moderate,sandy,19.399747103321413,50.67540174156209,moderate,maize,19.12360191825468,seedling,25.0
+17.28216691965334,39.23844778462974,8.340704490263416,6.613062383070114,moderate,loamy,9.73411694063298,22.087769155689887,poor,wheat,5.474773410704319,vegetative,9.489119174549456
+22.98284093976037,77.62304554711274,4.473855295294282,4.315340187363202,moderate,clay,28.522100113813845,34.34846047173846,moderate,wheat,14.173294853259629,seedling,15.462832636584572
+38.751549176270125,77.1121720747695,14.471185839888372,3.660890924547543,moderate,clay,24.77906088278048,47.41095898407544,poor,rice,6.3380697167872935,vegetative,12.447920879786546
+38.7651786734389,44.23906225223347,12.156475442827755,8.116256238859807,high,clay,15.329283355378235,35.34271610171903,poor,maize,17.729382476421875,vegetative,20.253041052410264
+29.335947203082156,47.319978160527626,10.026857608495588,9.48364924484781,high,sandy,45.75268517662243,21.562494945159592,moderate,maize,11.831995270813756,maturity,15.41264965121744
+30.795930304244983,86.27927192756982,12.480418799889277,2.4224454393315096,moderate,clay,32.07590321811139,55.30828504600085,good,wheat,12.055374901469348,reproductive,13.956189235498968
+26.211138049457997,79.54028675876869,4.165711721284673,3.0654437016389027,moderate,clay,20.622812982497276,39.679132146211394,good,rice,18.82244703394278,reproductive,18.64221969748873
+22.33026929245161,71.86782198375143,15.878774130639126,7.13731190964566,high,clay,49.82590575742732,56.56277916025667,good,maize,8.168903147283388,reproductive,6.169455261743503
+23.2166136342479,34.93399329063603,18.96325610040612,8.435531613371406,low,loamy,11.190479147406206,52.33206689681126,good,wheat,13.5231843564676,reproductive,14.428103265535537
+31.81296140192596,55.09584485415454,17.822062883354054,8.329509350211197,moderate,sandy,43.15781806626625,53.82938212773012,moderate,wheat,5.453524024402277,seedling,12.023349915636404
+33.809363235942,63.55811232460962,6.428714906140343,7.757465224661514,moderate,sandy,15.378122110272129,28.085636749531997,moderate,rice,9.17401419186794,seedling,14.17815680917188
+34.78947609314621,41.24467727902662,8.120115465641518,9.099423635984737,moderate,clay,15.77780860563328,59.36575652849181,good,maize,6.31087325658485,reproductive,8.253151948430732
+34.740453569863845,56.89359492649347,16.168045995951225,3.738791036566503,moderate,clay,27.417298920824617,52.6197231846441,poor,rice,6.42228482098312,vegetative,12.30666384473788
+17.280152576217258,66.0615526493214,11.902342616492076,2.858327571935577,moderate,clay,34.787388641788354,26.88034957596038,good,rice,14.238672588484976,reproductive,14.78205393580529
+27.360507617564537,49.64260080692395,10.958288873532984,6.9229037607309465,moderate,loamy,36.07083938803952,54.820767872737534,moderate,rice,7.870276731629513,reproductive,10.06672756525533
+16.438969000416108,76.85668913702924,18.532839350668905,8.578207132187458,low,loamy,5.995743624621459,47.76464151606457,moderate,rice,7.267523097279419,reproductive,7.794548093759117
+28.73822205809339,80.42697489832833,10.720499219541017,6.656348627844586,low,sandy,17.908607893887822,46.25685128769173,moderate,rice,16.736206384670698,seedling,21.79327730949916
+26.038262534334425,49.41656816604424,10.298773591746198,9.70397989967125,low,clay,34.72718338731053,10.311291522994328,poor,maize,11.054889424572004,reproductive,12.457307729487407
+37.19260456895749,80.31942926954743,0.840371825327193,8.364515691134315,low,clay,45.03806571595065,11.128395884176076,moderate,maize,9.459894637640833,vegetative,14.91200023754645
+23.77287531380197,36.2145939661809,1.388339171802753,7.606334407274087,moderate,clay,35.14508997828362,44.73962669348419,moderate,rice,16.857580787749207,reproductive,19.007217349591944
+17.926675410690148,80.26374591735939,0.1484061576130035,2.4820583269738687,moderate,loamy,16.96465916391061,23.93417724458894,moderate,wheat,11.308045021175635,vegetative,11.856160017147054
+18.574792051320895,39.165025900057,18.264884515672676,2.8619379098534568,low,clay,27.84977370444729,12.92591735835538,poor,rice,16.85402576480501,seedling,18.683424804823765
+34.03776579293681,34.975629150583565,8.167733200354013,8.278701060729555,moderate,loamy,34.14093884354314,24.297553038555503,moderate,maize,8.414003474636274,reproductive,10.979264527600506
+30.455451582906527,68.50652426646067,9.371227522668253,3.585903404616235,moderate,loamy,11.090270790366109,51.89547372177454,moderate,wheat,19.35255857916681,maturity,21.877060486508416
+17.528066903069757,58.31624194531766,16.90773895184924,2.2306814086319244,low,sandy,29.520810647028927,33.53058985806682,moderate,maize,18.702204398724277,vegetative,25.0
+17.102670152874936,84.47343602476997,12.18492620751556,9.286085485975718,moderate,sandy,26.22498026236976,40.77896293361431,poor,wheat,17.001234004785395,seedling,19.956147327351754
+32.524228286478,51.79135176545096,12.190031927811622,9.126442989609874,moderate,clay,20.149161563360614,50.02527071356016,moderate,maize,6.616857678685275,reproductive,8.956280906610353
+16.819075159104838,47.22913580625772,5.930688587096249,3.747870617851935,low,sandy,33.05919507164536,26.168723594223128,moderate,rice,15.367468888586064,vegetative,21.34498090418945
+35.546501482258904,60.0440943686519,16.678167478490384,8.241650064583638,low,sandy,33.629733186370814,10.557295411040782,poor,maize,16.89936637392831,vegetative,23.5509591873178
+32.65605567891241,57.35677114611968,3.316599520789876,2.3838372896932407,high,loamy,48.71614577181401,26.16605429054777,moderate,wheat,9.177571075020804,vegetative,11.969892872363085
+17.033719516047494,50.66568277303129,1.062991843458958,4.280464030586105,moderate,loamy,24.27373388358032,57.83391949404094,moderate,rice,5.385817102957915,seedling,7.016185342824768
+17.120942852129797,71.62447792189971,3.832067150370646,6.989335266052999,moderate,loamy,28.907021996766257,34.11424928610198,moderate,rice,7.583969605757271,reproductive,8.195061583117806
+39.66598946252938,75.5737100348345,5.354744375491293,8.105431969267084,moderate,loamy,12.087616143679654,38.49038018889769,moderate,wheat,12.955338956238222,vegetative,18.717468771614183
+24.356769893903007,81.1790381418082,5.646221157084135,2.0831935103055166,high,sandy,29.67630524941061,48.02146799005349,moderate,maize,7.280176488345093,seedling,11.392847118934151
+24.26605367667227,88.37139628262057,13.410271972375352,4.6096689061899525,high,clay,6.623867712869373,15.74666892899774,poor,rice,14.247867354720908,maturity,13.10059768757088
+35.31998918143756,45.99937152795027,4.35649174657287,3.714764480509392,moderate,sandy,11.744490850558975,46.69679834153678,moderate,rice,9.661720317188736,seedling,15.581010707710163
+38.68121443459647,72.96560894939769,13.53316608989969,9.990243245989788,moderate,clay,12.706106157278622,24.887722322370283,poor,rice,6.834984155964907,seedling,9.679744015137077
+39.650026595571774,53.65549412974471,1.8226434646759948,7.36785785908188,moderate,clay,33.46876028769812,29.4080747802064,good,maize,13.423134418860464,maturity,17.12567482071188
+33.83445463147354,70.62491831706649,2.9440492219581804,5.245371623037951,low,loamy,30.528258833031952,23.474493207166272,moderate,maize,4.25408665817112,vegetative,9.503965500347872
+24.40648963827289,58.55890142095322,10.1764289698199,2.60522081584548,high,sandy,40.91166306249988,17.6772773063423,good,maize,13.622197264683052,seedling,16.047974174359812
+17.08751791746672,89.62638616607589,18.43791605153285,6.78936206005571,moderate,sandy,25.897974434230854,28.07306869047313,good,rice,19.56475949864662,vegetative,23.689803241678327
+34.42867289818592,73.73412814744499,17.19135177622228,7.133611767488514,moderate,loamy,26.368530658997507,14.73194743709968,good,maize,15.094316781536486,vegetative,20.098119297993343
+28.960106243395124,87.14947802605947,19.375068848856063,8.531247420025082,high,loamy,12.270021445604812,52.23890299484771,moderate,rice,8.577316759264217,reproductive,9.60526717010682
+25.605550231174405,80.09817296887115,13.00958130556342,4.308614823354908,low,clay,38.42156433784188,25.29731758757932,moderate,maize,18.32184420594323,vegetative,21.18648720902044
+37.6588596273684,84.17406066980226,13.51629732832184,9.851424643840772,low,sandy,5.164381654337094,42.68086591634257,poor,wheat,11.973362687990642,reproductive,16.704992746058466
+17.779937057653783,78.86515183288049,12.50045997862984,5.515725914511596,moderate,loamy,24.12008929158573,24.834777779322582,poor,maize,11.982639608181016,vegetative,15.029077607417216
+27.31562760727148,57.549547822554686,12.456378457163948,4.367550037275949,moderate,sandy,13.47462910113512,20.535202087686255,moderate,rice,9.431387846924167,reproductive,15.11132667131045
+15.283841119185476,45.10730720081306,2.942406901351693,4.787594672011663,moderate,loamy,39.69544660438927,45.68285491984161,good,rice,3.8875947638765047,reproductive,3.099246297038706
+26.716516049853155,52.219210527031336,10.874779123278572,6.15668842373699,low,sandy,35.302611230920625,41.2001910270065,moderate,wheat,7.589252226663259,reproductive,12.005311832281834
+16.407581892045933,31.214173958397023,7.721358669034515,9.493612516057018,moderate,loamy,36.80459194266885,20.905246560947475,good,rice,16.911148834821866,vegetative,19.708050946674984
+17.9704479067018,61.43959004788003,8.85074431554587,7.881270383355204,low,loamy,11.686004856341173,40.60480741931912,good,rice,7.415595162401812,vegetative,9.461083229624377
+17.93815616942762,60.30346801622452,10.472011461184747,6.616877195710258,moderate,loamy,35.09663331471398,10.250083886975943,moderate,maize,10.010248038394518,vegetative,13.123315037426927
+31.230257552901588,61.51502788982929,2.567923436045032,3.3024831038388944,low,clay,36.09021694191771,18.84573033001061,moderate,wheat,13.777862531298604,reproductive,15.553593881779484
+33.65112198163558,88.44187349832383,7.189754677042397,3.1948264871269734,moderate,sandy,5.118668811652369,46.38769891989045,good,rice,7.8011361544951265,vegetative,13.715597666662244
+29.58421912742899,84.68724020729036,1.2689912175320717,6.017575310508512,high,loamy,19.2920386600172,30.507533326308767,moderate,rice,16.801241104341855,vegetative,18.157659791747324
+39.05431371186354,39.70276669980648,19.593362608447983,7.829669636813193,high,clay,8.92796815590943,20.181444347446373,poor,rice,18.27823684945826,reproductive,20.70538048582737
+24.3717644880926,52.13295129335335,2.370560576402523,8.00809738204088,moderate,loamy,35.662740458517064,35.295818851012754,poor,maize,4.048773471056375,vegetative,8.710244515744883
+22.14280215704652,55.43737076779571,5.17049477089909,3.807315071010067,moderate,loamy,14.544890141334571,33.260850051006685,moderate,rice,12.76804802964767,vegetative,15.482185608999025
+36.71497820473651,51.631975071098864,17.825858534067944,2.800796102778026,moderate,clay,16.90966918531948,41.69681462509645,good,rice,8.940253712543601,seedling,9.678815536406582
+20.589895962986315,77.90975781623479,9.654200924782836,5.075687914030316,moderate,loamy,8.524808396156775,13.626915997013144,moderate,rice,12.423627372661338,vegetative,17.01064370303472
+39.08056348601528,61.442260192055215,2.712744030412606,9.345380345952597,high,clay,26.77129993723992,50.96748152627976,moderate,wheat,12.29600188488493,reproductive,14.39323910517198
+15.30386186724541,64.3259890182975,7.684610760786978,6.362938021355058,high,loamy,6.486476427157179,12.913838946457414,moderate,wheat,3.1697175913207603,reproductive,2.750596641737795
+39.246970667690974,81.18081353927553,2.3173598838277165,4.560798134654195,high,loamy,43.05164957937548,32.69276372699036,moderate,wheat,14.023822514474974,seedling,16.279011116028162
+16.0789977987644,78.35568920492152,4.004319941690035,4.589101346712973,high,clay,6.186471800732598,45.52365118341677,good,maize,6.670634440439573,vegetative,5.026516480222824
+37.27857784245178,37.93269136921798,1.0405969389969003,3.05669636177748,low,clay,7.773786238180287,27.24055173324537,moderate,maize,12.505074343361043,maturity,15.638671519476365
+28.192527727157497,72.83487504501807,8.764549890981998,5.785789888849264,moderate,loamy,33.81829849478692,55.50592650220298,moderate,maize,18.22150078365805,vegetative,24.20889163633656
+39.82411990298251,56.12616773412213,16.132722434505197,8.330901428118707,high,clay,46.26200853614467,47.76159281778342,poor,wheat,6.268901349959085,reproductive,9.208936174642664
+16.84491411838497,47.67893418375003,11.71938357399791,9.748469532218731,high,clay,45.14545105898885,31.30240324287197,moderate,maize,7.592735670878616,vegetative,9.386624956357132
+28.84635711003302,33.00112925413118,12.126906109692236,6.012759999663803,high,loamy,8.763372995623804,19.191319688642743,good,rice,4.082048841616488,vegetative,5.34571584526416
+39.23256339047747,59.23497362072706,4.011680601664807,3.3377193267415075,moderate,sandy,17.980102473757533,12.171945428520743,moderate,wheat,11.35961770204834,maturity,18.24318683311291
+28.07744610425372,51.32620084347188,6.87787686504733,7.463603198422916,moderate,sandy,28.44665855880254,50.08321637103537,moderate,wheat,17.79166910511956,reproductive,23.012665177805815
+30.73496595338156,45.090782380584045,16.90484207681664,8.054330741962364,low,sandy,6.198068241340993,19.7137122928113,moderate,maize,12.261726721973158,vegetative,19.188385496306303
+32.39371722461543,71.68030377581745,1.7571236865302908,2.5735979953848176,moderate,clay,28.78891769968171,23.48370871894173,moderate,wheat,8.992196405546629,seedling,10.706285011698116
+26.36352661919433,76.16912323893521,17.158613073370674,8.80111303704983,moderate,loamy,25.149453837978054,10.518918152529036,moderate,wheat,18.39888597741053,reproductive,22.45766059525845
+30.688952002101587,44.68737114176549,9.673800525295713,8.634579119966858,high,loamy,31.47849480017844,10.911344248377077,moderate,wheat,12.048579927919226,vegetative,14.085343864628776
+29.607857798077504,32.966846200760834,16.742948626502347,5.780328432312944,high,loamy,46.41416975946214,21.52092170840003,good,rice,19.552882871169192,seedling,19.72995693201296
+37.52895026227472,80.92516203391409,6.360128387888007,6.483380148926947,moderate,sandy,17.357868757015837,53.64342431358202,moderate,maize,15.753857982155182,vegetative,21.54247336999098
+16.136159508536448,30.5975844722582,6.7768590316604165,7.707264509687353,low,loamy,33.7593444583365,49.04115242282546,poor,maize,18.492666892679075,vegetative,21.278932681574076
+22.02407973980576,86.22674963528831,15.032097366462857,7.413985000502874,moderate,clay,24.342455118789285,48.49365575062214,good,maize,14.021288102311896,reproductive,13.748484710127844
+38.76028710191397,67.65719243896235,15.699923467844403,2.1322878255456725,moderate,sandy,24.580792594470964,51.35173871740332,moderate,rice,19.81910895812013,vegetative,25.0
+37.25659459727291,49.31079811207922,4.592893559802935,2.979482430787886,low,loamy,34.127213101670655,19.33067844639885,good,rice,11.932319007220167,vegetative,14.89526505507437
+26.391418819642823,44.78867457460417,19.45742649643811,3.3007244462499656,low,sandy,47.81013778311057,58.95326446717208,good,rice,13.890226480010528,seedling,18.520661714439903
+30.50331494503842,30.540339855868517,1.689802084896579,8.04540711257679,high,sandy,43.83641775496271,21.609631617331097,moderate,rice,5.281601311662271,seedling,9.373514655471828
+21.93452957452832,44.12828502065263,1.3700592620426175,5.52066850313904,low,clay,33.77851004656257,17.49649254696213,moderate,wheat,18.924335229659324,reproductive,20.13069175580624
+19.703028993094037,38.26369809102847,11.910084305722055,6.364021011094601,low,loamy,25.769214002565636,24.732234684950942,moderate,rice,8.69475023507652,vegetative,11.648227961447908
+26.59246012349956,66.72997324338874,14.454815355432428,8.181499495163873,moderate,loamy,24.079644541032224,36.52266710784059,poor,rice,14.305784357693602,vegetative,16.941831438718935
+23.83380570065132,39.99273531562808,19.21772258449948,4.727858152512726,high,sandy,40.42098099322431,16.221531020480917,moderate,rice,9.128932194076704,vegetative,13.003909449645317
+29.5914027962718,61.71779025219716,8.098915615977232,7.991121818550185,high,sandy,14.81993076845352,46.931051169210086,moderate,rice,18.048324078285493,maturity,20.32428269016864
+16.94336592412462,65.40698534066826,0.5058281797926623,5.538394197036477,high,sandy,31.44499448731066,28.576334452238825,good,wheat,4.876092789539572,vegetative,6.968224242402094
+39.35987019165417,47.88250190081487,12.05792678892814,5.017441502193653,moderate,sandy,27.7229195706412,38.4208267808582,moderate,rice,18.325174912696287,vegetative,25.0
+39.65526861199007,32.103896941123125,5.793920411975437,4.664298112437921,moderate,loamy,34.22091023152283,46.711801182504,good,maize,13.637129137537173,maturity,15.233639593283362
+32.45404285049363,32.235232836851765,8.658942423908044,9.719558523939064,high,loamy,13.433946253241071,55.0946873797809,poor,maize,19.26057091417705,reproductive,19.73554092535112
+28.40240915860301,31.58083993163505,9.769389644998704,8.17578728567183,moderate,loamy,36.30907507120386,50.96734833616323,good,rice,11.561135698353755,vegetative,14.029401912985431
+22.738190407158196,74.34748002819278,1.2902522147606763,2.161567526188235,moderate,loamy,33.21499073917481,36.87343372261185,poor,maize,11.384995909374688,vegetative,15.368349030050409
+35.344875492673715,49.08058228885788,9.719635691282056,9.659323892145617,moderate,loamy,13.106575466133195,59.55864477423082,moderate,rice,9.099155637420605,vegetative,12.86683817773827
+32.11827931384698,77.77801115805983,8.526393336086295,8.203517037813388,high,loamy,25.232976018096306,36.4869594004107,good,rice,8.593051700694952,vegetative,8.519832251068493
+19.065423483622283,55.90396943057095,14.250885305731863,3.1933977156340445,high,loamy,35.537870967950404,36.79860791304018,moderate,maize,5.096626486977554,reproductive,5.54038175760931
+37.77317961234606,57.17988604979783,12.913318224246892,2.610705003290537,moderate,loamy,45.57219212490784,17.92440975007714,moderate,wheat,8.564020563695031,maturity,12.03434224984314
+35.56343107307923,60.77295615057442,3.7043143630112207,4.465552749275627,moderate,clay,10.494483269508066,17.436026805740106,moderate,rice,13.35498469322538,reproductive,16.47535180810054
+38.7449978322981,72.78188738250623,4.12277836420794,6.993452234768494,high,clay,5.393273821187271,18.43505631577468,good,maize,4.4350330893336665,reproductive,4.971285540049078
+33.142987709709004,46.41017194978242,5.020123575487466,6.932373513195739,low,clay,12.43193711338255,39.59106804796284,good,wheat,6.161212391383005,seedling,7.551152193160242
+30.33537989839475,37.29524097201161,3.5790088059435465,4.206801001193764,moderate,loamy,49.51731805334676,30.75859567427125,moderate,maize,17.61908363439356,vegetative,21.087319826958527
+25.456075907265472,63.36344011148769,13.144263993369345,5.565399829259342,moderate,clay,39.57666159253166,29.294225083221445,moderate,maize,4.551718678017204,vegetative,8.95845749133631
+38.31821208385033,49.61865739456435,19.88860358400541,3.695121245709884,moderate,loamy,32.64660584799587,16.377914626515306,good,maize,7.101912914431556,seedling,9.501235160981096
+36.65159723751021,56.54947882008224,13.042166810318731,2.4046294813339,moderate,loamy,10.985588021721917,29.05451058893894,poor,wheat,3.0646360937766866,reproductive,4.645008982398293
+16.130466752654733,68.81680250023832,12.133630923825825,6.1357637394150295,moderate,sandy,23.72206321676641,28.89949362283761,good,maize,15.21964589608726,reproductive,17.950175200384958
+15.6591743624313,59.64754446847624,8.19855866702145,4.775929074016305,moderate,sandy,37.185749066602334,41.04071882449547,good,maize,17.464306443193486,reproductive,20.584821338748984
+24.41158417195124,67.21672902605057,6.251605177195215,6.34305945838344,high,loamy,45.31478730063702,29.42048495824037,moderate,rice,17.952106242854903,seedling,18.416898753291747
+35.26383326954583,62.65200012681767,18.221475138129584,9.572058579763612,moderate,clay,22.18204646416587,30.938100707595385,moderate,maize,18.303383595918923,vegetative,24.0401137512428
+39.68190323287361,74.38778231616595,19.38003748284306,3.146962493562569,high,clay,49.98604448237178,23.62714796289638,good,rice,9.861723317487344,vegetative,11.99830820740849
+18.760422277588205,72.35619706269719,9.935523511754557,2.0156961464876426,moderate,loamy,11.28813855480007,16.57519559654137,good,maize,12.511618938415737,reproductive,13.160840446354433
+29.853267883803376,62.05139350851715,5.80400991013115,2.615025706257001,moderate,sandy,22.412116445805268,25.00054427772059,good,rice,14.521757461541918,reproductive,17.38881295874283
+24.52227141577554,70.73418125158241,15.402444153395354,5.701666368813032,moderate,clay,44.39288564898367,12.138267016944395,moderate,wheat,18.5488937875429,seedling,21.841130509569677
+39.24785994536508,82.41357613635677,2.649135817337569,7.655456238418588,moderate,sandy,34.246202425174744,20.1854984342466,poor,wheat,16.539616958089866,seedling,20.75218260006276
+36.05297307839272,55.93627726729012,15.311764752873632,6.646108826537512,low,loamy,41.49137718533133,26.247622649059974,poor,rice,11.314472217155032,vegetative,17.219244817066492
+35.958217617778445,54.76578436492762,16.378967486226774,5.959156858989976,moderate,loamy,45.85096124477977,17.282314596299145,good,maize,11.665207001106038,vegetative,14.258868596247844
+26.717328994874254,75.85473725114281,2.4980788925433477,4.831705048739299,high,clay,27.829237797801014,43.24848276764218,moderate,rice,8.717262830543772,vegetative,11.876832165002256
+25.37048755844163,64.95323022251964,19.537229375931275,4.479793372252008,moderate,loamy,15.563621789916946,24.0382514114518,poor,rice,3.1982138487194667,vegetative,7.807117317050224
+21.835176798267657,34.26040681335532,19.710245807769567,5.010289400839841,moderate,loamy,36.21681072780997,40.77637868654456,poor,rice,5.454362732851047,seedling,6.744552047517332
+16.409387416273177,83.52672094146487,18.734389586547024,6.8930796320725705,low,loamy,30.35658581192108,42.19428061719858,moderate,maize,8.637907014834411,vegetative,11.171942737317597
+36.61805940637633,31.846986134258408,9.920696188125287,3.3420316469242897,low,loamy,39.76921421405208,32.364413921157,poor,rice,13.300319328026715,seedling,16.19854494416509
+35.32252522825194,74.90378137258459,4.921482845536569,8.170896664437006,moderate,loamy,28.02711895532448,32.45532216583773,good,maize,15.138559637435948,vegetative,19.153366957006067
+39.992941832153264,75.52764856225878,11.64018561763826,6.602025920744882,low,loamy,41.50001156950648,39.07316312478009,good,rice,18.14730182519912,seedling,18.483200398654464
+39.91592092684763,87.18666511691583,8.398676769428715,4.153251020891421,low,clay,45.59078641831689,23.122817608591795,good,wheat,12.42678946798966,vegetative,15.811725581606844
+28.885792640065688,33.24806450413924,4.118972894343942,6.00922370249027,moderate,sandy,38.73123619935788,11.062248359586556,poor,wheat,9.70039064067366,seedling,15.740016444031385
+34.22468537951276,65.81141164706946,8.473528192356952,9.70222950148133,moderate,sandy,38.46448192516719,42.251229896759966,poor,maize,14.753822751298536,vegetative,20.6146396471
+38.61914324706071,55.670434237623176,13.27779671355181,2.1639322331615523,low,loamy,31.423520355844445,40.42626919077035,poor,rice,9.661645012532,vegetative,13.672961941375668
+36.24118476693529,49.83797729157252,1.4182662157198211,3.5961811272098334,low,sandy,26.223890545221693,33.81905322358351,moderate,maize,4.844130681564949,seedling,12.176419059968277
+21.18370254357994,35.41911361794438,6.668360028920331,5.587041919226224,low,clay,48.766444556445,53.7882805254232,poor,maize,3.06992149144925,vegetative,4.941507402991862
+26.263603382752336,63.75924718027855,0.3558978002565038,7.107517774238625,low,sandy,34.030063945278016,35.43124163696324,good,rice,15.042716946357528,reproductive,17.56271015059361
+18.22898537878737,58.74244354047682,14.989910109233511,3.6978261302838815,low,clay,42.816042600141294,25.174733185288915,good,rice,18.284603073925343,reproductive,19.6647389479026
+38.85127568146806,36.27326748906145,12.813825352334016,9.45123158700957,moderate,clay,27.743406284460946,45.67662268815248,poor,wheat,14.527336021511436,reproductive,18.419747265026977
+30.154365861272,66.749370425825,1.2534426940393173,7.140576099397137,moderate,loamy,29.968603607489936,58.12017601982253,poor,maize,3.468435162997979,vegetative,9.10550773728212
+20.71607013758657,74.2771872151763,19.29475119203936,9.019455591651443,moderate,loamy,34.83000606254715,46.8439443908854,moderate,rice,6.729657701966526,reproductive,7.269931673013976
+31.792517110146417,76.03669806321889,0.4524311425420135,4.634543442002548,high,loamy,37.784856589265246,55.442394203458775,good,maize,19.088263229799743,maturity,16.60546248485927
+30.4532060114474,84.32239129574565,11.799212929521772,8.631631474453037,moderate,loamy,25.17600836914839,15.635713914333737,good,wheat,15.064848483810753,maturity,15.864927888507072
+23.954067950821013,54.56824451332663,15.527349235981116,5.02575373519557,low,loamy,21.034171775001457,16.04931660385446,moderate,rice,15.536819550071035,seedling,17.829501244913917
+17.838939804990726,87.18436611732821,15.75792626089446,4.02201417968964,low,clay,15.773896510850674,17.730285313720497,good,wheat,16.707512218429358,reproductive,14.46845734977192
+31.78932988981999,81.92576430496116,0.6857027118640757,9.293242713310343,high,clay,24.06404402848489,45.1427218410979,poor,wheat,18.5139666027916,vegetative,20.878429326983444
+28.00769252259483,47.79009426143634,18.128302652808785,2.7377478054308364,high,sandy,14.505705975077436,29.48535314787668,poor,wheat,10.466454019402049,vegetative,14.95528700306498
+34.30795979339098,39.55698224096751,18.369033438542445,9.543110368451234,low,loamy,23.754274060033303,33.88555645413024,poor,maize,10.312408797440296,reproductive,13.413545041732466
+28.004087527799832,56.1233637676808,11.227807463087451,5.668121646940844,low,sandy,44.35967627714803,23.09600576087899,poor,maize,3.3926019897817223,reproductive,9.643496489487664
+36.3045375079635,54.113922477358,9.641663977742922,9.941003787886894,moderate,loamy,48.96815817149661,46.80529033885004,moderate,rice,18.931666102086243,reproductive,21.745154132167283
+28.797670969362137,64.54315831987225,0.8973492612519962,6.31675722988023,moderate,loamy,30.96958867886957,52.26739912838707,moderate,rice,5.2186941003509,maturity,8.631062119865726
+29.02344928838465,65.00317393966489,11.239082850197374,8.059905376658424,moderate,clay,11.570242112546245,18.01070675977621,moderate,rice,10.661375237137952,reproductive,12.679062437968753
+36.91634006645863,74.99921906279852,8.187581635404616,2.056568130704032,moderate,sandy,24.240001147887018,19.636706323092582,moderate,maize,13.200743653823524,vegetative,22.04705418410824
+25.087071655309927,60.59339689233661,15.456128148173123,5.973334559681321,low,loamy,32.093442978690504,26.970038322933284,moderate,maize,19.893222709964213,vegetative,24.66049347401101
+18.35038071126602,36.28935845644593,8.077671337721757,7.899627772944922,low,loamy,21.68472897221177,24.008329745264614,moderate,maize,9.787821701517233,vegetative,13.899628189535283
+15.719566907833476,81.49748013318637,13.671616666494195,8.262616159667592,moderate,sandy,14.232027817736938,36.57682959670237,moderate,maize,14.368087697909957,reproductive,18.34663898277112
+33.87843139184048,48.585874991111226,2.028162924750616,3.2643886608127843,high,loamy,15.207092179122126,47.62896056864368,moderate,rice,19.195561366460957,vegetative,23.854700930403823
+30.50773878383661,88.27784761839553,2.659045415319339,5.351767603062229,low,loamy,26.326800005653794,49.66368472278868,good,maize,12.71508577193886,reproductive,13.599234311670925
+32.60199420248059,37.07160652078621,2.794203812983167,5.35257566495471,moderate,loamy,14.739291314297253,20.4224843874609,moderate,wheat,12.083842012527771,maturity,15.706854087124343
+20.32410403772277,87.4950703339502,0.9105099959948704,2.829126467992447,moderate,clay,16.228521132882676,18.779092707100727,poor,maize,12.74162479207558,vegetative,14.432800813248551
+18.409286889669243,35.46070841295102,10.826577185396076,5.544364061531733,low,sandy,44.28878823509839,28.184713772503446,moderate,wheat,16.90367583648932,seedling,22.124572101296323
+15.363616641697048,43.86216827682357,15.87935452087272,8.456743669568043,high,clay,40.05771433549473,17.386198140267076,poor,maize,3.723719540577804,vegetative,5.8382994815052704
+23.76468897016493,32.794796525192496,12.20822407387332,4.401445900951896,moderate,loamy,7.489084232251363,14.589853285123146,moderate,rice,15.921908352801498,reproductive,17.57566878616973
+29.74794217136583,72.3067887983397,11.499097711057123,5.460596175151065,moderate,loamy,19.40795285260384,22.129077754435546,moderate,maize,5.928357353366851,reproductive,9.43830443151627
+24.806101127493307,81.01792419430751,13.61247856805473,9.687669480497142,moderate,loamy,28.93699184490263,29.697188844664616,poor,rice,16.043123169797205,reproductive,16.728265445605224
+25.936873050593228,56.04426490895882,6.792906461440296,2.2536646071324977,low,loamy,7.727388778487993,39.39208328910906,good,wheat,16.600971667866432,reproductive,16.18018456109566
+37.60396736234371,85.71132450254578,7.239081432964578,6.732174143162846,moderate,loamy,35.74270683168284,46.16393997559102,moderate,maize,13.644667294526185,maturity,16.946480624344023
+23.706386675582507,65.41794430533598,6.285401964418451,7.947488734221033,moderate,loamy,22.300031661946875,21.140575321098428,poor,wheat,10.465020550275774,vegetative,14.523625237048671
+27.84973722899527,67.80042812679139,14.242178657071513,8.087059472249427,low,sandy,22.87303163647245,50.93319015170701,moderate,rice,15.452393080479204,seedling,20.0196103546732
+34.591325318528575,80.7251521020462,3.232806713415486,7.727504199072355,moderate,clay,16.939731497299434,11.683538077836676,moderate,wheat,3.323956796464226,vegetative,6.746608667366562
+24.913569558031757,47.80801230311033,0.2605056062584876,7.811611547747491,low,loamy,20.026804721057623,32.20229983686191,moderate,wheat,14.02854038146051,reproductive,17.218274861401216
+30.55216750569684,51.25594327965754,11.923928934449847,2.472101325384399,low,loamy,43.7760453731597,41.65382729581326,moderate,rice,6.949533719016044,reproductive,7.916602190874063
+36.55909271866863,84.35711515167867,18.84762729468411,6.273092953090663,moderate,clay,40.487133892617386,24.563201379926756,moderate,maize,14.227513400185773,seedling,17.482530683098048
+38.738015591441055,84.05780976232583,12.188158339926094,8.26375257325805,low,sandy,47.10973532907644,44.18459734708414,poor,rice,5.342028657262394,seedling,10.532430566065958
+18.67683702322595,88.58896657205224,15.658433058817902,2.7525203922986368,moderate,sandy,36.45488215558635,53.352673765234194,moderate,maize,6.052534079898017,maturity,10.304125148740486
+38.16469062903736,84.11029898650027,13.455814189320602,2.096399379094943,high,clay,31.00422932034064,14.468316024599844,good,rice,10.68062618164388,vegetative,12.029556902152851
+27.302907326988453,37.642322162001655,9.948733070460325,8.516494652797265,low,loamy,16.66653289756499,35.62802110310396,moderate,wheat,12.009103663186446,reproductive,16.010162489340562
+21.45610970747396,79.42345716821924,14.36784803567692,7.698355100531914,moderate,sandy,35.0084894217113,10.938525156480258,moderate,wheat,10.077359849976997,seedling,15.822341443123085
+26.478393905956533,54.59030868657564,16.482082477104434,5.297651335315541,moderate,sandy,45.77711397699658,23.97871430974873,good,maize,13.388513111194188,vegetative,18.818759154535503
+39.50081438213692,89.44808135675628,4.49463288343396,9.523171460593376,moderate,loamy,8.11245189039952,16.84701390681721,good,rice,3.90882432866517,reproductive,6.631021256837959
+27.31545234982174,58.33685785972806,6.722609609662911,8.13278475721177,moderate,sandy,24.93816041245641,41.21375024136566,moderate,wheat,6.286381454449568,maturity,9.57724027939576
+23.218790257187703,63.23016495013324,4.474514650065677,9.74288753285262,moderate,sandy,11.72123208300212,22.43418335318967,good,rice,3.062315209778008,vegetative,8.11653063675658
+30.835021357918144,61.78649491540792,9.04345911180882,9.43452207637974,low,sandy,41.477741645013765,24.11990848763218,moderate,maize,12.623070601676488,vegetative,19.816951863565325
+21.003640469454822,49.304221791496666,17.70129101833335,5.850348823834457,low,clay,32.63442091993825,20.281514600856017,good,maize,14.741117517957292,reproductive,12.80267233423655
+16.8965832027166,34.50132533357509,6.904142016706647,8.037671829148529,moderate,clay,44.58421926585586,22.190125247679035,poor,maize,11.22145006600069,vegetative,14.117297885920502
+18.22199304776623,83.73907382411511,7.489337782611067,7.353531110461112,low,loamy,7.839505513249594,21.255510769033044,good,maize,10.84085256263658,vegetative,13.487066260363871
+18.20114597394431,78.16054875157721,17.207344693438635,8.491561680739931,high,clay,45.75788056013445,44.89356604559264,poor,rice,10.237402909227526,seedling,9.458480964950608
+18.79756733780736,38.37160683358016,10.307486614893504,8.301507218007936,moderate,loamy,8.02384783339012,57.79051999129217,poor,wheat,8.711458260679143,seedling,10.738584751172285
+18.470679316235252,76.60609628100437,10.708979992948688,3.225855760265814,low,sandy,17.942261038000503,34.51157124534106,good,rice,13.000870660015236,maturity,14.48671360805852
+31.021868620080365,67.55079996303661,17.21602406664426,3.8698842544683703,low,loamy,12.027458620850169,40.01938978563038,good,maize,3.104332707181709,reproductive,3.1312264321841643
+19.54700210997862,54.54862727505734,9.810534740509464,4.125852617420539,low,loamy,11.542354883943435,50.9053071693896,poor,wheat,13.123027169024937,vegetative,16.40854718503088
+23.64168208309658,45.241268945733765,13.631150692587903,8.547988473736083,moderate,sandy,12.72514540905521,33.805307392348055,moderate,wheat,11.32788476458258,reproductive,16.58957185867356
+37.4197102476503,81.58372701013394,1.7128933174812144,8.485933631433511,high,loamy,26.60980422967448,25.10121838659107,poor,rice,13.633697421891926,reproductive,15.168328861298772
+26.84904100657181,72.01129555764318,3.572634262537706,5.962682775515537,low,sandy,40.296302950930645,57.54874107464781,good,maize,17.525320568578728,maturity,21.02527186058313
+31.68894346302568,62.86439456814821,8.087524014324911,6.646658074015369,low,clay,45.42247737712383,55.30782761989211,moderate,wheat,17.088310632855162,seedling,19.06744309411687
+19.307996780040742,66.57411203390785,9.896781356397495,8.615377223747199,moderate,loamy,30.509481130163657,21.01798814136874,moderate,wheat,16.720758293818523,vegetative,19.467949022469178
+19.80722547021677,35.46397092493086,19.31467402472459,4.500748805421946,low,loamy,12.098820077335482,45.15382236214472,good,wheat,9.995310003238686,reproductive,9.436567801454052
+16.021715406661972,58.43518565467152,19.4130326609558,2.4014302153309064,moderate,loamy,8.563580264038329,42.3569768263538,moderate,rice,9.629180323382506,reproductive,9.909972497185368
+19.223376576804117,41.62201756714212,17.023941749575233,5.860771506233338,moderate,loamy,27.235832881021967,42.48164248256837,good,maize,6.516799469299206,reproductive,5.66222213520264
+21.964758475798966,42.50302074052952,6.311976705711491,9.309737150789374,moderate,loamy,39.442110566765656,51.530150947169,good,maize,3.538566101933678,vegetative,6.348681717228619
+19.42526210691867,69.678237737212,19.280565816648792,8.323746087680583,moderate,loamy,32.907247355928035,43.7052810585208,moderate,wheat,11.587722647329308,reproductive,12.88554862980809
+17.21756334392639,84.67536911005729,13.786817293524251,4.932938424867886,moderate,sandy,31.225171267310067,35.90019215135146,moderate,maize,19.570152558062865,reproductive,23.9757412502746
+18.01589677751502,54.22539662870079,7.858802556348008,2.5181708838626937,moderate,clay,7.166984641265119,52.30329663567935,moderate,rice,15.78692616927882,vegetative,18.75373302005919
+26.519469200818143,42.46495638073142,14.033498339695328,7.09535604306008,low,sandy,23.519542479386946,23.24204990170012,moderate,wheat,12.307154086005408,vegetative,19.449332617643364
+20.15834296014481,68.92481623419926,0.3304545957305316,8.67592636696416,moderate,sandy,29.76727411118267,43.96127609403759,moderate,rice,8.066792677720567,vegetative,12.55349930654437
+24.10674652620189,82.27122278101906,2.9230936454842715,7.319588531637108,moderate,clay,31.923120140695225,45.07601393457215,poor,rice,5.071571282268414,vegetative,9.414236270916623
+27.58543177137142,74.89912806734945,16.593714231127354,5.4005973181041576,low,loamy,5.216362798417739,53.51601053217684,good,maize,7.484561129172063,reproductive,8.381477098416761
+32.25987071573413,82.12543383219523,12.911472737463423,2.9868289054325707,low,clay,13.979973941179797,59.91538184331297,poor,wheat,12.082198551941458,vegetative,16.614330970801614
+15.982803496027474,62.19328026064796,7.28389402583768,9.286193953098838,low,loamy,47.74037049224424,37.87756465985071,moderate,wheat,13.609011063842749,seedling,15.501559394961962
+34.98525997272607,75.11257466215145,10.013332804454375,4.207666606027064,low,clay,27.888972722546303,34.22069644347438,moderate,wheat,9.220831334444846,maturity,13.66977217015847
+30.697509737272696,38.40387356153619,18.102842992915345,3.7942962919436742,moderate,loamy,36.66389908780122,40.03416154410965,moderate,rice,4.78345072953405,reproductive,6.68534426523959
+17.043975798721796,50.89647692179149,12.63156218958173,8.527813324877233,low,loamy,18.868402948835637,42.93388073219185,good,rice,7.469802676234445,vegetative,10.58105614278395
+36.83946560266944,53.37294986889135,7.962985678686605,9.849759509790855,moderate,clay,31.341739685833897,45.64921123602456,moderate,wheat,7.369429233693508,reproductive,11.783049560239569
+38.02181001329533,60.67774477476208,2.4065331479507,7.281282069958083,moderate,loamy,21.041027446498266,24.06102808862454,moderate,wheat,12.09689902882302,seedling,14.878543260529014
+16.526948996371594,85.74458161540943,5.87493603251122,6.998483912196405,moderate,sandy,18.363149545413137,34.35161945721046,poor,wheat,4.7563986280703805,maturity,7.460103637443319
+21.92194120368009,82.45779361333047,19.566804655931666,4.5554469537685005,moderate,loamy,23.51290912581806,28.54602897956471,moderate,rice,7.89951553135382,seedling,9.54835244707336
+35.15503199482653,38.07152953735107,8.74726125703555,2.1633076054810347,moderate,sandy,25.692256812185253,11.93866413796907,good,wheat,8.841184015556056,reproductive,14.607279827413368
+33.70649225959146,40.36737911294779,9.436789276897215,3.534382926581677,low,clay,19.901654922762354,40.47617182155835,good,wheat,11.962860159620124,maturity,12.17055210070954
+19.613025483909432,51.45843297533468,9.971960647940309,6.675443492452575,low,loamy,16.609532471123366,53.7407261286485,moderate,rice,8.078284059613868,vegetative,10.2778536825988
+20.23373308341776,47.44463195344044,17.682080458964222,3.210531694528364,low,loamy,33.07191695533021,56.07363510244913,good,wheat,5.547416295673173,reproductive,6.181958285397919
+24.26180256978455,66.88625718937574,12.078565687706195,9.070686455450616,moderate,clay,22.132961446303227,35.87118264087628,poor,maize,3.4330690254678693,maturity,5.32857532637401
+27.11307462977553,84.16656286587269,13.873540729038442,3.505157502823081,low,loamy,14.082171376122089,48.29422884265927,moderate,maize,5.941301638853538,maturity,8.665559514133285
+30.4563692882574,87.73749250035522,7.78827085098208,6.1768356240952125,moderate,sandy,39.12654686263406,45.62063702060607,good,maize,17.020537975398568,reproductive,20.980312793546368
+24.22284098924431,69.21617715211359,0.581752371779487,6.096105966150359,high,sandy,37.5683711448059,21.44489882865109,moderate,rice,8.954739017879787,reproductive,12.054034354138093
+26.563367903328697,80.2895520840652,18.619458284856886,6.831565041037204,low,sandy,44.90671226833814,13.145527180524017,good,maize,12.162650804030168,seedling,15.677693063102842
+33.68677345334392,61.51213201384783,18.98255361832813,4.619472557744312,high,sandy,29.97585586035293,47.39282024712466,good,wheat,11.330395881647252,vegetative,15.623837148853015
+15.917080072264948,42.49961681160238,18.98306106696102,8.988273608522523,high,loamy,17.57466533352921,24.13471953193565,good,maize,7.696580449091924,vegetative,8.019819387739409
+21.31092360860052,61.481304725608645,18.87374173293433,5.554412287800557,high,loamy,43.866845557397625,37.4691225177045,poor,wheat,17.339041812730834,seedling,15.503177956778028
+32.83373964711381,63.30495608625907,16.304838821391222,7.601228629892592,high,clay,17.613550426221465,36.2032188179568,poor,rice,18.956766331258358,vegetative,21.561393472570906
+37.38017094217999,74.54745385281339,13.691921002326538,7.087286887733625,low,loamy,34.50202714468651,50.893695278817766,good,rice,6.61056664624225,reproductive,7.662740640431981
+27.791936052891653,43.19297938244095,16.89019836534571,2.937248664957626,low,sandy,13.567686621022602,42.23228304438849,moderate,rice,16.72628778174883,vegetative,23.575939510842293
+28.30283713163289,52.09862292520391,12.010924780020725,6.981114821620891,low,sandy,33.312862187834554,52.35736566656415,moderate,rice,15.848418472301418,seedling,21.78436719152413
+17.679300283494403,51.84164815287398,2.6873922778404724,6.405621423848768,low,loamy,42.83857352108098,47.6117990788871,poor,maize,17.250629542556226,reproductive,19.31601882730669
+26.185309170586365,87.5663757444699,7.824363300828421,9.188832506047248,moderate,clay,29.297484515071176,59.99156593666672,moderate,rice,9.95069277354492,reproductive,12.479174685551426
+28.315431661375577,56.63669761960314,19.42589823945875,9.047013091879226,high,sandy,26.18993800903163,53.1937484421992,good,rice,14.666491380112452,seedling,17.243859213814247
+21.06176259086824,75.3056380378888,7.022756271913126,3.207638299293171,low,loamy,49.70628160046938,20.55383003080082,moderate,wheat,6.230221705379703,reproductive,7.861303821367553
+21.73108077373453,75.04868288246635,17.35655827462739,2.6534811646928613,low,loamy,6.01034410518352,58.069445957165726,moderate,wheat,19.458040222257974,reproductive,19.45215412310305
+24.432104077615566,45.93265108819448,1.8642294154973915,4.35673775368695,moderate,clay,19.927921128112597,27.006715431545476,moderate,rice,15.285807439191505,reproductive,17.021072879262938
+15.50177994444316,64.31218136230393,6.683676847509393,9.892902853474473,low,sandy,46.336926100797854,40.39200118334331,good,rice,4.300834776195013,seedling,7.1494895742284665
+23.05197913957946,83.65817359911888,7.019066494547593,2.172590211250534,moderate,clay,33.91892083337598,57.06753616099334,good,rice,17.92584469135196,maturity,18.04362670357912
+20.286200174913617,58.51186316741696,1.0320508621796032,7.383137916583014,low,loamy,29.394377393445364,20.708264230906323,moderate,maize,19.304274914568797,seedling,21.63934175089643
+23.187433804447867,86.70705044055276,2.3818866037350994,6.868109870727817,high,loamy,33.696126889312346,52.86494810415735,moderate,maize,8.671962464238177,reproductive,8.429989731721315
+17.99405329548128,42.867493759449694,3.86330422243542,7.172626243662535,moderate,loamy,19.48735176200197,57.65763025544558,moderate,wheat,12.161281588692894,reproductive,13.630374692574994
+37.263182018497375,34.44954634644184,16.75631181620226,3.746287118165932,moderate,loamy,8.20256620658073,52.68750738900265,moderate,wheat,19.862725878472844,maturity,22.44911504116648
+29.839811338851217,83.48723238868496,1.2680397987961278,3.8137387663988,low,loamy,17.381652582574077,50.95856644662045,poor,maize,10.666080071279463,maturity,12.480121055483908
+31.97755797861224,80.86087187773299,5.9740180268877445,5.445136657390597,high,loamy,20.142324484378104,23.230718313116743,moderate,rice,14.3173522770371,vegetative,17.730024453691634
+34.729280965183456,89.55539255603068,0.2035000517853502,2.7668624565356508,moderate,clay,26.593930857265462,30.35498299492945,moderate,rice,10.691673340912036,vegetative,14.96438453556796
+27.46105497322643,70.76360928674556,13.912554908060494,2.5969056721515216,moderate,loamy,22.725343143970985,48.01670168630413,good,wheat,4.286264813333716,vegetative,7.626298826490601
+17.17300720218559,86.20127560002896,12.406061800867596,2.7068756278887776,high,loamy,28.445100075631267,15.908270998592965,moderate,maize,11.662632553029937,maturity,8.762584704569464
+28.42766354546369,79.61694150504664,12.899645241062837,6.583833370450062,moderate,sandy,13.823662245522796,54.41862656554984,poor,wheat,17.05483474418228,reproductive,21.27343422304191
+29.671027950521975,80.6655799872052,7.487655694292375,5.18193485518315,moderate,clay,13.282180790791164,20.512848359190365,good,maize,3.7058010444927945,maturity,2.753002620178786
+33.63598685460825,64.1484942272561,4.165356425351381,4.348934245258189,low,sandy,20.82706149397456,38.24033402768709,poor,rice,10.49694613949611,vegetative,15.941613872422918
+25.791488655741983,52.94187587500265,14.406404265720669,4.526555037210445,moderate,loamy,26.317181370986244,15.252975312751207,good,wheat,16.978787029782133,seedling,15.6993493802559
+18.18950756988909,86.0734843525969,16.222357454813903,3.65826644679259,high,clay,20.377786666939738,19.259497332498047,moderate,maize,9.008300340421972,seedling,7.802046067381809
+22.09439764496811,55.92703053695367,2.7720299619640354,5.292042682575479,low,loamy,30.94530045737546,39.27500307977994,poor,maize,19.615829358040934,seedling,22.71970304907173
+24.07705740996588,62.32916203498014,9.736588558748426,3.624464553599739,high,clay,18.950275111534022,41.73210807401416,poor,rice,9.514187833147195,reproductive,7.695715182248389
+31.147931033290032,56.76685842751127,4.97431363957725,7.58436833839466,moderate,loamy,12.972604749734522,23.487575946544982,moderate,rice,16.313540863143245,reproductive,18.882445037002544
+29.2694576167228,63.88909883761183,3.3621372241226744,2.991460101231489,moderate,sandy,43.82726495038298,15.954865746604622,poor,maize,7.174849887307917,maturity,12.237093068652923
+23.90241814744616,58.23030473953963,14.68650626989998,9.58593667664677,moderate,loamy,14.027094435922862,37.477796433546445,good,rice,8.650422510359721,vegetative,11.008095072153967
+39.66288121982449,32.87805351476855,10.76193870945674,2.7185515210182576,low,sandy,48.498862541386494,52.0318919729153,good,maize,15.25758867782996,vegetative,22.171824316021564
+30.14437048392218,82.92289116046192,4.323706647573355,9.547685714239009,low,clay,49.43318334130045,20.07227957834396,moderate,wheat,3.969626340342972,seedling,5.478733767759575
+20.93066979339986,56.66362913494619,6.200000224230902,8.666359772163254,low,sandy,36.35617079839601,44.57826548255764,good,rice,4.594273385832026,vegetative,7.378412743746512
+17.544561815510093,65.33661891044092,19.333073426554847,7.445696964907043,moderate,clay,27.59004473620268,29.294053493338232,moderate,wheat,7.535123076029215,seedling,9.204291230274732
+18.821478479608302,38.351268165479226,16.973591294171133,9.298413244523868,high,loamy,40.79384740717828,57.15440316148227,good,wheat,7.263398798424753,reproductive,6.285624671376194
+21.148943209612703,30.20327087895835,17.598934857462567,3.113750348139015,moderate,loamy,44.294122207767,14.128657418162549,good,rice,4.1226552117699455,seedling,4.405010632067398
+19.01703433148889,44.71740561861858,9.20024194161416,3.4105181934953226,moderate,sandy,36.93163087400723,11.99841771942248,moderate,wheat,19.52192860258637,vegetative,25.0
+19.664175601282643,72.27516192800101,12.4761452784175,4.017220736470526,low,clay,9.592013994649326,16.215413095564863,moderate,maize,7.989928456319727,maturity,7.875680499507061
+22.127379217346174,35.951671806772715,7.535354804088232,3.9584922141271273,moderate,loamy,5.134454124110395,49.12224200733242,moderate,rice,15.282922718983537,maturity,16.6348516755805
+19.33433988236887,84.53324642318807,1.5542395137778109,4.486786167417281,moderate,loamy,13.63555950847482,56.13848664136688,good,maize,9.681600842381918,reproductive,9.799689529194268
+37.41913561566063,42.901354161371074,8.021386213135651,6.605047186184747,moderate,sandy,13.483935302234707,51.12383226147504,poor,wheat,19.846316134459325,vegetative,25.0
+17.005843641541055,42.27561685750655,11.879615064142897,2.225380890440837,high,clay,13.21328734879788,45.89160054659421,moderate,maize,5.386179600671235,seedling,4.553007892974042
+28.11278473925637,40.89047769728973,5.742885415362629,5.058180760319806,high,clay,27.93975434283785,12.879232903715067,moderate,rice,9.363254464350018,seedling,11.912833900865902
+25.259920674741537,30.838902778281884,16.959011494548314,3.971081023140772,moderate,sandy,28.40380086405481,20.690579528740365,moderate,wheat,10.338998559765075,vegetative,17.77089881255154
+39.55946542271517,76.30832810869407,3.0220031834919725,6.853038784421776,high,loamy,37.53599210189024,56.76895312977049,poor,wheat,15.194333573804489,vegetative,17.260204320407667
+17.80097255420131,82.50207187471551,7.342581788738398,9.881354648412284,moderate,loamy,14.066051583659494,41.13965301819164,good,rice,11.432123508323262,seedling,13.67377042453784
+24.946389976143543,66.84976215697193,2.4980781064840585,6.141236897466981,high,sandy,9.169698121025212,33.416210372958474,good,wheat,15.755330591320144,reproductive,17.453926211597246
+39.23676083188423,41.29199890079174,8.096642679704507,5.405481912947471,moderate,clay,34.97410929690737,42.6156053472556,poor,maize,17.300920184814878,reproductive,19.98988840246553
+36.637678147349504,47.11667981645279,0.793226099485409,4.945948361160929,low,loamy,26.779866032115343,18.929688001757498,good,rice,7.916648225056679,vegetative,11.508573296292408
+35.426801773731995,58.5556018418978,5.450987901232908,8.279593751038862,high,clay,34.98442925196517,54.64344810776998,moderate,wheat,16.66656894807519,reproductive,15.922777345006294
+21.447570676123497,87.26075709739806,8.014705102273673,2.5758474532058155,low,sandy,22.133311013591733,42.815181410852645,moderate,maize,11.356133736209586,vegetative,16.807739630824994
+19.272189684751645,44.84108230906457,9.563307265533831,9.678164115680971,low,loamy,38.78579905018795,33.56222373645714,poor,wheat,4.301115850156563,reproductive,6.652749256737327
+31.71608049811077,73.89875423519328,10.873927169502837,5.343343087904365,low,sandy,35.717034992106626,32.86877951158932,moderate,rice,8.049450518647067,vegetative,14.245812506399403
+38.23439972818964,56.36689339757522,5.499822595798378,4.509605806600904,moderate,loamy,34.26538348909469,51.118876836867685,good,wheat,16.649610065511844,reproductive,16.99527258834271
+28.91907232534825,47.87084090160131,10.460826692297449,9.792544931197613,low,loamy,6.240617749457803,25.39342698688882,poor,wheat,9.611606047533854,seedling,12.965878473877224
+29.290317236747494,57.35495622132682,10.180092431241196,9.487030905945598,moderate,loamy,43.61558714170801,16.856590062044777,moderate,rice,4.585471587592199,vegetative,11.137391722554224
+21.999477341507102,34.272403052473955,6.3235610175241685,7.135473118125768,high,clay,21.94731605519218,19.28347721810817,moderate,rice,13.851954189443354,reproductive,14.25990808188349
+34.23732332979842,77.92124225582174,16.604006613129563,2.1480589988032106,low,loamy,11.1026994021135,14.05679964603059,poor,wheat,17.455111100040114,vegetative,23.86832365995063
+19.676093713938084,44.598115678978026,10.912822531871305,7.988279809652575,moderate,loamy,39.00148349623584,35.39314634962376,good,wheat,5.258569386792203,seedling,4.132440636508195
+23.09198091010609,73.52472739157822,6.6453943749309,4.68445920033601,low,sandy,26.891371465331908,43.86290964978085,good,rice,12.231091467435467,seedling,15.76869611353782
+25.635910965410417,34.10090228689168,18.94677024161553,5.106241846834089,low,sandy,6.4402421759257145,56.69926006170036,good,maize,6.531966530422833,reproductive,11.384039818961517
+27.69025946711137,87.30591336994117,16.90224826142322,3.2699370318191088,moderate,clay,40.184216138706816,47.54074870050969,moderate,wheat,8.741912146319766,reproductive,10.12906005311254
+21.060243310377004,41.58089912434192,19.651756231036018,6.187664670919195,high,loamy,24.5766858373467,39.15553573219559,poor,rice,10.036474323220991,reproductive,8.775423182415397
+17.87092061848009,82.96452457242484,13.844677492908415,7.95642076963013,low,clay,38.97166713115384,53.19769677340171,moderate,wheat,3.0887716618867262,reproductive,3.94119634803781
+30.265501061040816,78.56839257692607,7.564458110120937,4.184088944744548,moderate,clay,39.00159587402653,54.61065301005158,moderate,maize,9.047062231463167,maturity,11.639960902578371
+22.215763831006395,88.07159544488496,5.617213333580247,9.509863264347,low,loamy,9.49712946933954,45.61928207495498,good,wheat,8.259882007712648,maturity,7.873642358771662
+29.530955535565305,58.673439656744975,13.26635687348962,3.5578948480236345,high,clay,32.59516204255115,12.814229711013416,moderate,rice,14.362269551212568,vegetative,16.93709517024474
+18.859067881855054,73.64383763075709,19.616331649906076,2.530098724755467,low,sandy,21.206167899440924,24.588115693741308,moderate,wheat,17.96174577081992,reproductive,20.85878700316244
+27.02850254637044,52.24263942226705,12.534301602076976,7.154910986799208,moderate,clay,29.588085230254848,26.809297918436112,moderate,rice,4.789345916447363,reproductive,7.268566982380127
+28.31473581378965,41.06209428118163,17.632298819796763,8.794549855040374,high,loamy,8.984614058232957,59.86907068654383,good,wheat,11.20791264295099,seedling,10.886854296924415
+16.295588420560673,56.584555976006925,6.582068620955372,9.6250628744601,moderate,loamy,31.468260162052346,33.20812881340409,poor,wheat,7.703608080774484,reproductive,9.043469341208176
+23.415106954848014,39.94494092330729,8.139075649485113,8.13736808413215,high,loamy,39.989301033820006,48.09426229890872,moderate,wheat,19.78777311767954,reproductive,18.95021056512695
+18.36036692347436,88.92267736718304,18.125504791787066,3.5972000920485785,high,clay,49.4066211820322,50.689863696196696,moderate,maize,16.265845865257923,seedling,13.599697308710676
+16.584374261819192,35.77478946844298,15.137334039156377,9.821289478429843,moderate,loamy,19.412579742606443,42.66300594887143,good,rice,5.003571329584078,vegetative,6.899683515468505
+39.74900580974863,65.35270340715722,19.628206407358118,9.355487008230742,moderate,clay,11.980613788663154,10.913823207065512,good,maize,9.270139612582692,vegetative,12.519813951965515
+23.058846124368078,67.58783131524336,15.49528419464484,3.30533938209958,low,clay,21.46555412713461,10.967474194214352,moderate,rice,4.889892457897549,maturity,8.139859872808712
+35.24686114636587,62.28477257244325,8.970314144364636,6.470286615322595,high,loamy,5.868611801323968,50.93889582975444,moderate,rice,16.379435280865046,seedling,18.70008935498742
+21.366016369094098,69.73115314271001,10.621360396447262,6.444139407447831,low,loamy,23.394799495928545,46.9619986715684,moderate,maize,11.280423868273605,reproductive,10.852573612991272
+32.03756805559823,36.970846500713456,18.010309849262732,5.540278225035767,moderate,loamy,46.156526821491816,36.80582643302114,moderate,rice,14.003876560006963,reproductive,16.57351463675586
+34.00569649724216,63.30111145231746,11.03293472196096,9.87425064207751,moderate,sandy,13.745799235602217,22.443285823742706,good,wheat,12.77290067868921,seedling,16.28204295218351
+29.890968515196107,47.232754267641695,5.107947483288903,2.476977897441769,moderate,clay,26.49738417903177,14.335684978010867,good,maize,6.104229819810291,reproductive,5.933691773068852
+26.78940471375396,86.41056379806341,8.712396255398989,7.017671267548677,low,sandy,30.767767411003984,18.21341833240435,moderate,maize,3.2209009946636638,vegetative,9.86657517065779
+25.296022853681716,75.72429920638353,10.326319776982356,3.6424289814304807,moderate,sandy,13.0958203948356,39.01618872025177,moderate,maize,17.793858283235945,reproductive,21.77600417102681
+23.721706663574885,88.35086892958456,1.9343966710225915,6.218649637847677,low,clay,19.85474856652956,37.29133179554037,good,maize,4.569984275772567,vegetative,5.645237236484213
+38.23822860619565,32.253364184411375,14.875253485057804,8.23792617430015,low,loamy,46.01109008713992,57.06334640640791,moderate,rice,16.45484570717828,vegetative,20.938631975098048
+35.76548519469323,47.10799051084252,2.18707866709946,3.9738144253483703,low,clay,18.30779322554404,57.86383590376728,poor,rice,6.255068921476061,vegetative,12.687422817267912
+39.12567276666282,41.72535519830094,8.098354267376113,5.146876371865188,low,sandy,33.5913358542331,38.800342321196666,moderate,rice,17.497154042817797,reproductive,23.794222918177763
+18.10743058713862,30.66927523870983,16.09244883080809,9.606144594243194,moderate,sandy,11.162836342249172,52.07163001027631,moderate,rice,13.093684233392372,reproductive,17.535270592263593
+33.27168688009111,44.539543814779286,9.351407232265938,8.091845901762476,moderate,clay,35.14400507041717,50.61247580555409,good,wheat,9.78596374966413,vegetative,14.428875804391854
+38.45851142052594,70.72655901122573,16.84031039437016,6.581785476094685,low,loamy,17.5614984483107,47.61882834672672,moderate,rice,14.191989375929294,seedling,17.014248128671994
+19.530826654141503,43.86533532807411,6.8376264411223,3.775979102453734,moderate,loamy,15.406825177959629,31.86690077162778,moderate,rice,7.653808743367796,reproductive,9.488235337181818
+16.662406684169436,60.540206728957095,19.15272587996871,5.402443499820665,moderate,loamy,10.587433177318877,29.470315665643312,moderate,wheat,10.116185835439346,vegetative,12.45344524910474
+33.528016232251474,83.26908689789991,4.189368636104711,8.19249055239938,moderate,loamy,7.107097327302716,23.20669869791165,poor,rice,17.003765975141622,vegetative,21.027355770089777
+29.3618278294978,71.62547522094451,0.7652828997860261,8.564344624879809,high,clay,48.55368701433032,56.85475042870006,good,rice,3.1521283205270567,maturity,1.9940440771293335
+36.0457194189568,53.67774419436192,17.448530859808372,3.956849585139192,low,loamy,23.62571222460162,51.72126749576525,poor,maize,6.977294564730192,reproductive,10.24520047996588
+18.49430941565724,52.3481363347265,15.044054319008165,7.296481683336154,high,sandy,39.99269760317496,18.855788771332094,poor,maize,15.602065341964336,vegetative,20.67353714332939
+34.88168279649726,57.344148840509085,4.639676741347456,2.7600239369871997,moderate,sandy,46.40401849335043,22.62315454720901,moderate,rice,15.23069334747616,vegetative,24.216523998151818
+20.040683001193614,40.62248646359439,19.69483214273348,2.1856984596037154,moderate,sandy,14.18091963250085,39.06638005375322,poor,wheat,5.782105440001933,vegetative,12.326556157743408
+19.09139857164261,68.04004604495928,10.045602585370556,6.38939138746417,moderate,sandy,44.14318682500167,30.67998867722036,moderate,rice,19.7108182340068,seedling,25.0
+19.106644948274823,51.84916914627633,19.02130880288327,3.79503883424343,moderate,sandy,36.8611046545242,20.694882290501845,moderate,rice,14.500104678580358,vegetative,20.069506483133708
+35.36436800578456,81.14192095572261,10.100575427739988,2.631296249937063,moderate,loamy,31.008967518906477,49.55782758634231,good,rice,9.313365265864842,vegetative,13.244740415043584
+31.629930517405004,75.39315960346897,9.43749173542582,7.83862650316184,moderate,clay,41.40850137597854,10.077656436223222,moderate,rice,8.965007732053056,maturity,10.638939477453738
+28.076635619227982,66.6307898455296,8.9827707428893,5.98379670691716,low,loamy,9.979906078138278,27.163826673563182,good,rice,11.885679922687078,seedling,11.826589060788464
+23.97076210308756,51.85213335897096,6.697505522659004,8.370216087667604,moderate,loamy,16.86201513185433,56.46749562830084,moderate,wheat,3.614159990841928,reproductive,6.523922613967522
+36.930013520327705,42.59590990040906,10.674029943531034,7.311553917444455,moderate,loamy,10.8972893154672,48.03839990732571,good,wheat,15.147405137336747,maturity,14.68166949301506
+24.81112768556589,76.56911184633736,9.051093238971358,7.83843951932392,moderate,loamy,45.318675658732325,30.064248901430396,moderate,wheat,4.162858728276421,reproductive,6.540804678897075
+35.41498598678943,59.1845459394652,0.7349375324710827,4.458884650367199,low,loamy,9.44589468919127,56.43642092911753,moderate,rice,14.101137551938578,vegetative,19.24916464693259
+25.97837271425546,43.48500229064145,5.20870466847005,4.106206605465891,low,clay,49.09776896846767,55.040160286590606,good,rice,16.629846664128728,seedling,17.46108604239734
+24.423610735622688,41.71047690240037,4.262456002111168,6.80699913676209,low,clay,9.945104661418748,12.629186195667431,moderate,wheat,18.389638906842908,reproductive,22.03315747216739
+26.56699464174016,39.92405427008154,17.34871204642133,3.600657123184675,low,loamy,34.78188553925779,16.397054864362623,poor,maize,5.509745312518785,reproductive,6.69404684791852
+22.534446854103557,76.6296717723357,11.977399544536828,8.523296925056169,low,loamy,34.722232188579966,29.361514895238567,moderate,maize,15.672825389821718,reproductive,15.983056135471342
+33.69023450440628,43.7392311180187,15.273662008994547,6.183361351793908,low,loamy,46.90607799369681,56.46988257785768,moderate,rice,19.715968729622286,seedling,23.75735492268281
+27.56800975231198,61.59853581151185,19.13652075498561,3.815919458782088,low,loamy,19.540962936479048,52.210258488324186,moderate,maize,4.152677970503869,reproductive,6.082617177130315
+20.80531737867043,57.09278165838339,12.8807854505282,7.001345858639268,moderate,clay,19.94053594743152,12.388085710046203,good,wheat,3.479856859154278,vegetative,6.702541024276496
+37.48936433186421,64.77665395369704,19.652199828094886,9.560285880668944,high,loamy,43.083198784929216,35.61654688721302,moderate,wheat,6.61125595130536,vegetative,10.371155851741351
+24.597280534330284,82.62929402227167,6.235281033042592,2.656757812726193,high,loamy,49.03589987320085,46.01266477065758,moderate,maize,6.485356157330857,vegetative,8.449243128322689
+28.58882152784972,82.06484340490384,3.725343646257877,2.874761658508024,low,clay,6.356245042892903,23.796134307186357,poor,rice,8.431034573923121,reproductive,10.261004324310182
+37.66180277411368,57.06456430949158,8.066197759858229,8.75071317490672,low,loamy,33.58926143437869,46.12622498940679,moderate,rice,18.70036634313194,vegetative,23.64331534406269
+30.605949897849804,30.9219750440834,9.41598829871616,2.8767501965349886,moderate,loamy,15.963784267378053,28.486274419427843,moderate,rice,14.612224642358775,reproductive,19.34998318564565
+17.9224510177091,55.58662834285819,17.9072308570517,2.3150029548239024,low,clay,37.75830296427969,23.702825034035797,poor,maize,3.18214431196901,reproductive,3.8066324721164015
+38.49580309033688,66.37161224544843,11.198808780733527,4.783444648371783,moderate,loamy,39.77235541422338,29.628241351537007,poor,maize,11.421098845701891,reproductive,15.647369258881852
+30.692701326785446,63.46588554588371,5.84361998836034,5.733647079372781,moderate,sandy,39.313650062336784,57.54005001421353,moderate,rice,17.887169895564746,vegetative,24.39902607833733
+23.372640366427152,69.08016634801234,14.852685657350415,6.555555493525518,moderate,clay,24.598002934498076,55.2647187966057,moderate,wheat,12.083976056421244,reproductive,12.838265941193
+18.48180181658468,39.24454394838501,10.11663874278142,6.058401860513999,high,clay,12.101062388375324,55.69756432575669,moderate,rice,6.301771045657684,reproductive,5.940131946073809
+34.8506297317574,68.79210592684396,3.2426389055034037,9.305476501264907,high,loamy,31.314408392797617,55.8689554228731,good,maize,19.217262710815767,seedling,18.36175402500284
+30.50181889821284,40.95909712462633,11.536395751825044,8.149344803133099,high,sandy,40.506713288227004,18.9137045563617,good,maize,8.22489861988719,maturity,11.326342177942925
+28.33652729940804,75.03143884180494,18.22789073614568,9.870482046893686,low,sandy,46.04877496023552,54.80306995277951,moderate,maize,8.951419796792305,seedling,13.75726199297636
+37.347314576273945,50.3452567957608,16.8524523495164,5.811643385802578,high,loamy,25.368994570067574,20.61382178818335,moderate,maize,9.057092817800704,reproductive,9.76961923854696
+34.714930280613274,72.59372600288722,11.736199452706622,2.674636878713432,moderate,clay,16.055392870733822,51.90678088657347,moderate,wheat,9.71042713637018,reproductive,11.184250537475574
+18.79187199331878,32.87193593436643,7.541663477699762,9.644245143542996,moderate,clay,10.34701129045398,37.09494429932583,good,rice,15.04896577756768,vegetative,19.436392719837905
+22.793051694888707,54.4716015354548,1.7395750212842231,2.032905292712779,high,loamy,40.89204984962384,21.99811387734673,poor,maize,8.347215338810344,vegetative,8.600431961904725
+21.212228495361643,72.30207133579997,9.392978466632476,8.208768110712388,high,clay,29.088381521019237,29.92602064963454,moderate,rice,10.905732234321452,maturity,13.420119663329094
+33.598657314316924,43.612230979889645,15.041588750591584,2.250256246173436,moderate,loamy,35.33828416160968,31.66890917178404,good,rice,7.479450275333005,reproductive,9.573622117224886
+15.838310868394483,77.71722268783336,7.205474394660212,8.089713525213106,moderate,clay,12.16581802915549,46.65856256424492,good,wheat,11.634631096337577,vegetative,13.391408045050415
+29.24724212178291,67.84678398629592,4.708936511033288,9.503511518784434,moderate,loamy,5.29604677424796,40.30107357738976,moderate,wheat,19.10497620620359,vegetative,21.84433134777308
+34.06146714351726,65.2537063289879,18.62759438541907,5.114082378648375,moderate,clay,48.54117230970852,50.83910794078405,moderate,rice,7.923101921266673,vegetative,13.223057536693824
+36.91914091904374,51.21293125226023,16.43111400915985,3.927718809757741,high,loamy,41.48996863896884,29.84024936987243,moderate,maize,16.879206812591583,vegetative,18.507045900428984
+23.55204371789769,58.94708822286705,12.765512388402891,3.810233220094647,moderate,clay,23.001188427012867,47.17952678427734,good,rice,6.722562616344263,reproductive,6.823454307416339
+35.53143261680032,65.84095805867119,2.735666878410388,5.933741153201627,moderate,clay,25.57165032258346,49.64022504252195,poor,wheat,5.459783324973889,vegetative,11.45319957172988
+17.76579342388018,58.34772683489343,2.8981768081234605,3.3670962860543323,moderate,loamy,46.80794119972809,13.157214166611288,good,wheat,4.549145366133461,reproductive,2.799706516013577
+36.16130729336295,71.8987994364336,2.0643918291155794,7.383389045277696,low,loamy,14.34426276872759,28.781908304416067,good,maize,19.657679733130912,reproductive,21.70911592246224
+18.18721655829956,56.02181598641757,12.325933337854863,4.946818859906999,high,loamy,41.12729084642192,54.29947462506023,good,rice,12.697071379152009,vegetative,12.093362120844755
+24.93218226400918,42.13639090452182,2.31125592946672,4.584875939226072,low,sandy,5.80682876322687,45.24879592117264,moderate,maize,11.742596763650653,reproductive,17.378462703506166
+34.93238414448884,42.83602696806284,16.85254397725266,5.690284610051656,moderate,clay,44.407075387741806,30.92231737100891,good,rice,3.1224022535732403,vegetative,5.344610544609285
+18.747935683719344,30.348226130576464,19.859300036386443,6.340700019518015,high,clay,31.5177802876863,19.148712626093435,moderate,wheat,11.232969524819408,seedling,12.13066646666434
+20.73128488081604,48.05746293352035,7.326963694173305,3.1354420980703663,moderate,sandy,26.4910081727452,14.830541846935898,good,wheat,14.266121504037775,vegetative,20.052681186491505
+33.05631420982665,74.93505842871117,9.073396939341947,7.662106910374747,high,clay,36.79059659793869,21.467540449156942,poor,rice,9.969119394957865,seedling,9.684182825105568
+33.00091341365186,77.64976253025657,14.233343539713577,9.06357679924261,high,loamy,8.044300907627438,22.2346221094683,good,rice,5.191614817412203,reproductive,3.43804424759671
+31.028690822132432,42.148052525745,18.74306012651532,4.223895329609454,low,sandy,13.799478059720856,28.53309729256144,moderate,rice,7.550866021668477,reproductive,14.502407416464246
+32.3487111116775,87.54263981228446,17.881875471127703,3.4431272146358785,moderate,sandy,23.31432869620872,18.84608212816457,moderate,rice,15.140146117244315,reproductive,20.072538431849544
+28.568111083689907,60.14416760880761,1.1518365749969717,8.084043389752509,moderate,sandy,32.803977952855924,17.302376702531653,good,rice,11.080680986368735,reproductive,13.99383521671475
+21.294976472673817,85.01872494111015,3.3814360511353003,3.468333790125196,moderate,loamy,11.504673060046365,52.20033781137176,moderate,wheat,11.148191797529304,vegetative,14.94911778515048
+23.642399837597985,72.40591691169786,15.091943971155846,2.330041282903653,moderate,clay,22.077153550332053,22.476912108458816,poor,wheat,3.652879977796256,vegetative,7.936971404646881
+19.53994292003564,73.34600538134478,13.777862160648946,6.953945763062231,moderate,clay,16.740177109054798,38.080268460341486,moderate,wheat,11.99848284841672,vegetative,14.66341607870645
+37.71126403334071,35.102617278364264,2.664371880802465,3.918011330442802,low,loamy,34.05062152482094,19.96497740173202,moderate,wheat,10.220529981249197,reproductive,15.072757409008382
+29.58479486915301,43.19946761381584,10.041291640031352,3.3744832714284776,moderate,sandy,46.36753023029216,34.587675307003366,moderate,rice,17.95359912472327,vegetative,25.0
+25.021285419091,30.52888999766836,15.616292621705911,9.85282193371605,low,clay,12.469060999373353,23.83560067753483,good,rice,9.474293490137493,vegetative,13.083833825464003
+26.55014509110332,72.96765842860425,4.375613645253873,4.334919867197821,low,sandy,13.51675147674629,14.339983905978102,poor,wheat,13.35698795941993,reproductive,19.191652369267917
+38.68208349029538,50.6662973057106,17.425752714693324,9.227546321724288,moderate,sandy,32.02378158701196,59.108791478696325,moderate,wheat,18.910139821220284,vegetative,25.0
+18.833785077902004,77.19915096458081,1.0594354964073591,3.4257501271088344,moderate,sandy,25.410312894861,32.89030582680292,moderate,wheat,12.625679541491207,vegetative,19.895121446087167
+29.65574580041993,50.33617319622158,15.64390170136148,8.55181705649948,low,clay,37.31470725051358,29.65236991442144,moderate,maize,3.506355021069143,reproductive,6.991366459523015
+27.64721697211165,79.16002513793165,12.316377995797405,6.016150984387856,moderate,clay,17.95483972279488,19.95610652150888,good,rice,4.727012081257075,vegetative,7.535150600887221
+30.286355885866197,37.84189522489878,6.303986933086982,2.628758152927962,moderate,sandy,29.516882729320468,34.76829401957836,poor,maize,19.43640609470075,vegetative,24.675081241868
+15.452754595521013,40.40238940545049,14.418650966838229,7.868842349148579,high,sandy,22.40726673095721,41.760949273233024,moderate,maize,12.38567537178499,reproductive,14.761311906237614
+36.80309772360378,50.45259237503619,15.647315903023191,9.13658697387824,moderate,sandy,17.656886846998756,25.232503905937435,moderate,maize,6.217941735569676,reproductive,11.484594611244464
+38.30295706209032,54.5092433329364,18.677979426079386,3.304135922684172,low,sandy,37.81833851794083,34.02092002058292,good,wheat,12.651890470469898,vegetative,18.072089008839136
+29.12832958973022,50.92216865057871,7.355493443085272,7.804721938689402,moderate,sandy,40.81521868666586,21.85405225068567,moderate,maize,19.275815679666035,vegetative,25.0
+32.4162705969223,75.81882195139319,13.720334719599098,5.560420152584991,moderate,sandy,19.80281546687924,36.38565408617848,good,maize,3.762093609862026,seedling,5.565688270818219
+38.0624845294324,35.817083557602885,12.052325538693818,8.030963626053747,moderate,loamy,33.03373269770123,49.36072400768473,good,wheat,11.960768766670888,reproductive,13.80496072748302
+32.68096585783496,51.07302117830928,10.504121389141767,7.711423585482445,moderate,clay,13.0366125445687,13.010672308529928,good,maize,5.314409127971084,vegetative,9.664135064330312
+18.81347607285653,80.23439997092757,17.808329483100756,2.2128018437040438,low,loamy,40.593554725557205,35.89194837826156,good,maize,10.59470823630609,reproductive,10.722873337358878
+29.40720900417033,34.00782463573032,0.0633462827680064,3.4297682877372413,moderate,loamy,17.656283979849157,29.968154115586472,moderate,rice,14.127563897418362,reproductive,17.90041285271065
+30.1678761595714,86.54061046028144,5.6422321220719525,5.768217943458195,low,loamy,12.69296355301832,13.702067076415515,moderate,wheat,10.805757704510688,vegetative,14.63917053686064
+25.60326678255965,89.17901053632077,10.765544790896602,9.468753375296645,moderate,loamy,47.298262804985605,57.02545324552009,poor,wheat,19.3676575963818,reproductive,21.489339998005764
+33.411105890618074,35.3140904295048,3.565865232731047,4.736587654038412,high,loamy,24.011792642736346,22.99214922153773,poor,rice,12.938069664677572,vegetative,14.837545295103324
+38.35917536922537,47.47635133534422,18.157330674655164,7.030987762241455,moderate,loamy,33.9574961007245,38.23057674924112,moderate,rice,19.381196118228555,seedling,20.79652335536036
+38.13921282266941,52.34403996212137,12.951902352260309,2.0966699641154305,low,loamy,41.41460118092727,28.631012553934625,moderate,rice,8.344599625173382,seedling,10.523916381164376
+26.270984285103303,76.58348211916356,9.557659892639798,7.689015372375553,high,sandy,35.87640427415448,23.556635351278334,moderate,wheat,3.359007450867064,maturity,5.480699767210451
+17.830951146018883,65.75560872700403,16.29403518133309,6.8245461020224365,moderate,sandy,30.409702430993253,36.35903253111094,moderate,rice,5.627576817347348,reproductive,8.973190263206563
+39.62102997405836,68.66194202955404,9.017723829302076,7.723157972926127,low,sandy,21.722605659429167,44.45142982317361,good,wheat,4.216634852930977,maturity,10.220149577022802
+35.972452161148354,75.45058936911036,11.17306023860019,9.23728490419956,moderate,loamy,46.33353664276408,49.27676004320905,moderate,maize,15.56251418159879,reproductive,18.253800161877116
+18.116567030081672,37.07873996622154,0.0550199110784199,3.1719914649424803,moderate,clay,11.009390354191364,41.69622375220607,moderate,wheat,6.227582167411926,vegetative,11.810995694401903
+38.02104706543431,79.99256741461573,7.314010603901471,4.092716768064537,low,loamy,44.77638743927645,36.3147994914236,moderate,rice,15.870250211044732,maturity,20.39737820514736
+36.747409051553205,72.33718825080865,2.775809447019395,9.966247137345135,low,clay,36.94319736155555,48.86308247575377,good,rice,12.138596557839776,vegetative,14.581218279260298
+27.970951428151803,64.64050351178221,13.793773613245822,3.250271668077016,moderate,clay,30.713480432350423,35.87279498932186,moderate,maize,6.685264984634152,maturity,9.8621052508213
+29.781885893623237,83.3841200869834,9.580539179514677,7.76501605220821,low,clay,19.613649266816253,58.71134184491853,moderate,wheat,13.428511626194227,vegetative,18.619584731373926
+24.975067596753256,72.01838123302844,6.035151145004615,7.8006072840872145,moderate,loamy,11.571987008643164,36.337035213098446,poor,maize,3.194766811351676,vegetative,6.612431430091803
+16.369040970550785,42.101997757861525,9.356646787434848,7.463949969884555,moderate,loamy,24.942224995403254,25.86235722789408,moderate,rice,8.690360901228729,vegetative,11.926073569907802
+23.37993104114752,55.78472286454,4.192597759026924,3.819524714516621,moderate,clay,40.26917842657456,32.318099510032056,moderate,rice,16.33944657762575,seedling,17.460409866110417
+35.071336214950286,59.642572016144,18.50173264972281,3.721072505710966,low,loamy,38.538937628667725,34.499503914456085,good,rice,15.736712330277904,reproductive,19.53096954856439
+15.115800575115072,33.31305760502434,1.07945265101826,7.330728544278304,high,sandy,34.04489912043145,24.174304385213773,moderate,rice,16.441657754507894,reproductive,20.236485328945506
+23.337479292278605,87.27825080160335,17.308340705922408,3.4900014756737283,moderate,clay,49.662485239296366,17.937141263461356,moderate,rice,12.98824409514199,maturity,14.158203937728162
+24.954217339773585,37.71463564781271,10.22717577466702,7.292506653924299,moderate,clay,48.76856467953819,31.56917070977929,moderate,rice,12.745912674440282,reproductive,16.42655944833567
+28.434890073448077,71.84767603360362,12.378929922776344,5.9402262562025445,moderate,loamy,23.00021934902556,54.85164098188834,moderate,rice,9.925247608669572,vegetative,13.605109383424136
+37.99639041031901,60.373862165452806,6.052112418174076,5.093030941195073,low,loamy,13.664045419907556,22.77655862322637,good,rice,19.12512455451369,vegetative,23.7719518089656
+23.65864985914903,31.53793499306536,19.333952335886423,4.401858795023566,moderate,clay,25.872722141969085,28.090933245364106,good,maize,19.14126949868774,vegetative,21.947710977875005
+23.67383004740569,85.4848485518617,5.637019170389797,9.580615466584934,moderate,sandy,43.00594742806893,47.886150760245904,moderate,maize,3.1477777637129702,vegetative,9.571780869305488
+33.43753120274371,81.11020852913599,11.777559942806086,6.064749261942301,moderate,loamy,25.635338946532887,14.113664607024404,moderate,rice,19.35780992095686,vegetative,22.871309691097466
+26.30544852224518,61.45547567423013,19.868334102142576,6.490015700087696,low,sandy,20.119188427394278,51.25352754990763,moderate,maize,17.799299462786404,reproductive,22.23415159077837
+20.61512057349955,43.73654016836672,17.621887927668915,9.594048677494284,low,clay,38.35541752728626,46.013940920808,good,rice,13.302133979294478,seedling,14.035417354756872
+26.310987903317333,37.29737344080566,10.72659650572212,7.231018544777069,moderate,sandy,34.2561835310848,37.48820703781598,moderate,rice,8.517037966872568,reproductive,13.844918972934131
+18.521425509495,51.8035487659276,19.80749045934424,9.66282342205462,high,clay,48.591395153409934,20.473939716134844,moderate,rice,10.152852004039792,vegetative,11.154321920248096
+19.409674662655583,45.32569686276543,14.027397234652293,2.850933924181588,moderate,loamy,29.7166991600284,14.633928058339936,moderate,rice,17.41943900470077,reproductive,20.362341255834984
+27.459194318486997,60.40147206037793,4.174008322836187,8.773117054179231,low,clay,48.53624859800056,21.585955433195217,poor,wheat,5.510500023009836,reproductive,7.781764671143184
+25.473136237613694,87.98455776740573,8.111924208716129,4.683317024184727,high,loamy,18.09213400958893,48.07476196541037,poor,rice,13.55377934708428,maturity,13.2227632305293
+37.8711475267025,64.49720959377848,6.68986668023102,8.48390020056273,moderate,loamy,43.91708721472335,56.674730951499086,good,wheat,6.9246992507111695,seedling,8.02877606180244
+24.059847477915827,83.39586335340587,6.880274165423783,8.845092993559827,moderate,loamy,20.79163177508484,46.89440959208085,moderate,rice,9.429015749326403,reproductive,11.296240259229888
+29.514708756951087,69.05273024974663,15.209128787197326,4.171903089140447,moderate,clay,41.43540840762373,36.38085108639274,good,rice,3.0849330614351684,seedling,4.438866410137795
+30.80660719798826,58.514791595232026,11.685258545455872,5.270644932123831,moderate,sandy,46.66937830199109,57.53413686686645,good,maize,19.47963864219154,seedling,23.62243806434781
+15.32736141470834,81.27645376400227,0.7618542317905708,7.808114834519232,moderate,loamy,33.04359880458672,51.42836696864276,moderate,rice,4.846278977678126,maturity,6.154729887436723
+31.588434300417767,58.28208661037985,17.54896967301952,2.7924450471757654,low,loamy,37.78470894702465,42.79186604377309,moderate,maize,15.97911410778428,maturity,17.894985342855783
+19.450899171743785,82.11769023062166,5.935922809603291,8.044268274714721,high,clay,48.13878641737704,11.895234860817649,good,rice,12.547476969050887,vegetative,11.087952031272792
+39.02675793673637,47.49460617454592,19.941497538262876,2.883783408437952,low,clay,21.88204082276502,24.38667540609235,moderate,maize,17.076306950367055,seedling,20.245537217675416
+18.716568193827825,37.72878442577929,19.083814606695714,9.315645858144464,low,clay,28.02126765151552,25.41050456825045,moderate,maize,11.7665146035031,reproductive,13.68682658556476
+25.365603093175597,81.3188678617763,18.810614333639304,4.210714346370827,low,loamy,45.42313643443335,27.362263139786105,good,maize,19.73456984985815,reproductive,20.990710564615192
+17.133741701966095,65.24490982756001,16.222552081279474,6.604794774938847,moderate,loamy,35.27671536540888,29.46928285511101,moderate,maize,13.319284786907684,vegetative,18.615845082645578
+39.92185629614868,83.3455438949376,4.412266633670852,2.9372280006101823,moderate,loamy,44.31159971164988,56.96846360573114,moderate,maize,13.478945264357334,maturity,17.282476088741653
+27.554875258281065,86.269632419543,10.65265488057564,4.15594523729983,moderate,loamy,32.82145276682133,47.09362040496804,poor,wheat,18.65335819730973,reproductive,18.51647258732528
+29.88462543300109,33.21770342228695,4.486052536499492,5.231640347896843,moderate,loamy,38.2879436999672,44.59674935285819,good,maize,7.3863390762048065,vegetative,11.714530022814197
+16.676911934710688,60.0581581115321,5.193509111778985,5.896391013464115,low,sandy,5.587809489686445,31.325747940586748,poor,wheat,9.168705749527648,vegetative,15.652170144546258
+33.749011759979446,52.49787294447175,12.219035388725548,2.0005399811725955,moderate,loamy,20.28529084155179,26.87748041507236,good,maize,14.304740379676318,vegetative,16.96234915558875
+20.247639827389644,67.55150382420703,0.8166709070612677,9.109246099043748,moderate,loamy,39.66893316627365,15.978909538764515,moderate,maize,5.398805710783978,reproductive,7.571923284331435
+37.45135723601784,77.6154718321394,19.38917133641415,2.061398476471017,moderate,sandy,23.18035776656094,32.67477367979579,moderate,maize,16.76334588408902,reproductive,23.15418706223855
+20.12849101205018,46.835412958462136,18.37346345155929,8.189476503955401,low,clay,21.328102695017996,20.2671187737836,good,maize,13.06173150267171,reproductive,12.623153582665644
+19.767193016591666,63.4079030623903,7.615351443154397,5.764631298850968,high,loamy,47.81985061024853,29.55052018715047,good,wheat,15.834115212167225,vegetative,15.798270498534269
+15.913741696202372,72.52371479429397,10.30844896013826,6.191040199211011,moderate,loamy,29.864682133751884,17.819563026387677,moderate,maize,19.834485272801487,seedling,19.80516872356138
+26.80167362774998,38.06586497014404,9.32238838535518,3.666123834676327,moderate,loamy,13.662143826637392,27.199795510675663,moderate,rice,19.606718932100254,reproductive,21.70721601558795
+29.12102833156541,78.84401435707602,17.643995572349397,6.858946802765633,moderate,loamy,26.25020099917567,12.148968496197485,moderate,rice,10.609771921889465,vegetative,13.427786074098789
+16.642715985708808,66.3665759911784,13.77203752632222,6.2978552733556175,moderate,sandy,28.34020746747154,10.301160047774609,moderate,rice,7.778738593449546,reproductive,12.204981676249009
+34.38819041737526,86.97224622681911,5.562224948487129,3.313891252962363,low,loamy,49.49292353259344,53.4954611440698,moderate,rice,13.783142764510332,vegetative,18.72267330465873
+26.332220868700688,50.3717351478416,8.936825089305938,3.904952010793753,moderate,clay,37.31987925424455,42.06320534458787,good,maize,15.092890834610984,vegetative,18.856523304549047
+28.1097567331895,36.48875654023192,8.579319513735275,2.5352290320996573,low,clay,28.373095875993304,39.38333270664408,good,wheat,8.010425918996049,vegetative,11.959755863865794
+26.019068673455703,60.39007206221552,19.186703365678373,2.530268576715621,low,sandy,24.439584245324674,35.689700816398386,good,rice,7.783187834193809,vegetative,12.621664363955944
+25.01907652188315,35.148646302566334,3.506218210292793,2.1102062876194125,low,sandy,46.197272992907486,46.33645886481832,moderate,maize,6.6545323822523645,vegetative,14.191576872627328
+28.991008282705447,88.17159139944042,1.7915267458885809,3.76379460386467,high,sandy,34.067348432459085,46.80828025141596,moderate,rice,18.460238424725144,vegetative,23.89871538180666
+18.88100614826781,32.321097495431495,17.612376643233805,7.437289819176446,moderate,loamy,21.023905484385004,56.76256839715617,poor,rice,4.727798853887244,seedling,5.493014715833863
+19.548203262381776,75.21023406643849,17.93371979011742,4.52972310513885,high,sandy,25.90836628154635,22.220525000042628,good,wheat,7.188834541065767,seedling,8.798683034136605
+36.54464052533793,61.50614388853464,17.434781758243293,4.741874158939013,low,sandy,17.515615251249812,49.25994049341665,poor,rice,13.61490613151445,maturity,19.33799053341672
+38.65288655334082,52.11723914989732,10.219538312511126,3.0552431460435576,low,sandy,48.21929066582611,59.55788701129018,poor,rice,10.948781652534088,seedling,16.646615497459106
+24.332732906993822,33.95052987051928,13.19488856538921,6.60376534125136,high,loamy,36.58752882584184,11.451092976501888,good,maize,5.051980861468278,vegetative,5.477595793659605
+21.768616828588844,67.33001545041647,11.267260951219678,4.737149132373898,moderate,sandy,22.653421801697707,28.699271286549195,poor,rice,7.921628201833945,reproductive,10.739548188987635
+31.0999885809754,65.11321976345732,1.3889565210880184,7.410534427441718,high,sandy,13.244594110959705,31.801793380496942,poor,rice,9.938276092781011,seedling,11.626798432942284
+25.21835427745241,46.852996384055984,11.91669793801445,7.931675750740427,low,clay,12.965858820421142,51.091616583410406,good,wheat,19.2977706119991,reproductive,20.43384307506371
+15.634658891508622,84.61330208461872,0.2722829451220176,6.677543001987057,high,clay,26.49839985596446,10.687170768242767,moderate,wheat,9.727697983746063,vegetative,9.782360352221655
+18.90381493415476,48.24660044057021,6.499748191141723,4.20855629449629,moderate,clay,26.04051724896295,39.93097660675345,good,rice,4.968754531803139,vegetative,5.653756747093803
+32.89930572118494,56.983524635526365,18.645851517463345,6.0688623946980345,low,loamy,23.80048874453516,54.62894050076461,moderate,rice,19.53021829030851,seedling,20.624241256540383
+31.473098547753786,62.625747355119344,6.080905392716152,4.015446437458427,moderate,sandy,43.33127128951065,17.38135292262609,moderate,maize,10.378293014395204,reproductive,14.628467046317562
+15.677399812587089,36.013912690577165,18.79653285288496,9.223302682831346,moderate,sandy,49.063240259616975,15.778680843148988,poor,rice,5.375019823759763,vegetative,10.813684118028377
+20.549304048323737,85.92970315281795,5.002679142984885,8.131086000660458,low,sandy,20.96704278379097,59.98932193533348,good,maize,13.388186938549318,vegetative,16.090872256794903
+20.776869914701784,52.47216914706247,6.291244809230649,5.94404724804453,high,loamy,18.2574785368193,51.29794673494948,good,rice,16.74542156562373,vegetative,17.45574541860878
+31.79731858996821,34.846752832460616,12.56814992877107,9.723657145425172,moderate,sandy,39.65498519458443,44.8709257707052,moderate,wheat,15.078996616219356,reproductive,21.32522714014283
+15.492763443859104,53.2374704205198,15.232539455785895,6.374043573841504,moderate,loamy,25.24068250657597,29.94906162977261,good,rice,8.296266500709674,seedling,7.016644268801389
+17.602714549614348,66.01215282555484,10.02775536009768,4.628283815655585,low,loamy,14.790586677855694,52.69814870844419,poor,wheat,7.0623175511115,maturity,9.46848685332875
+34.997902134329735,60.81916030927977,17.642313743883108,2.7637384063523767,moderate,clay,13.14226680747526,56.13865027705054,moderate,rice,18.009026982845796,seedling,20.187900703398363
+19.463616551358346,71.67251844223644,0.804808432212385,6.349965158507309,low,loamy,17.62554912760283,46.62042740326995,moderate,rice,6.295802816522401,seedling,7.4873863121880415
+31.31865269629687,33.32903652407464,18.44389677268741,8.883332892650763,moderate,clay,5.059563290237521,29.90473898732459,good,maize,15.865232806885404,vegetative,20.495230214147792
+20.954569526168164,47.07243661632337,3.9261559979081606,8.933749825251589,moderate,clay,47.36434723616567,39.17685539176068,moderate,wheat,3.390879260212009,seedling,4.668976381957355
+17.48603481898363,79.15383461040614,17.684774901693117,6.836536533461987,moderate,clay,24.361199444946028,14.925863148654493,good,rice,10.132851163421956,vegetative,12.389809855448506
+21.07930477498635,34.793621267481655,8.01726358972761,5.147506905873702,moderate,loamy,8.728122740784064,17.901023755381225,moderate,maize,19.743740908754944,maturity,22.2002341495523
+33.05667329639148,81.32915728175746,16.655141117420754,7.202370464725439,low,sandy,12.42307077549161,49.15186714460704,moderate,rice,13.775693791851696,reproductive,18.780918252604533
+36.39241170265714,35.51376552462638,13.4333109960739,8.097122836472316,high,loamy,19.55020142337349,11.4657736076556,moderate,rice,8.281173019870575,seedling,9.286825732141375
+35.75549661417479,80.06725289350177,3.518832649565242,5.29299827515301,low,loamy,29.826227440882363,12.459799865119232,good,rice,14.89604098879169,vegetative,16.804752457769776
+24.92958824046137,51.6473040647236,18.36095139762897,5.810033353719403,low,clay,36.66722357097717,35.40117457929763,poor,maize,9.006502271666356,vegetative,10.186110361873528
+31.70212841426616,66.73254379543295,4.910347809769194,7.444930459023544,moderate,loamy,18.85330349936785,18.526463812935376,moderate,wheat,18.960233222578506,vegetative,22.68885444348787
+20.124607385395525,39.17322693887989,4.882802373899981,9.013220848821971,moderate,sandy,48.09274169988751,24.68520388253985,good,maize,6.99383632933505,reproductive,10.351921453629002
+22.328693256525334,33.97012330351085,16.283577932747612,8.328083025138199,high,loamy,39.21403562745534,29.941571239352097,moderate,rice,8.439724280122977,reproductive,7.111915277680231
+37.40839546302799,42.9562922412081,2.1174651114504206,2.179130954562789,high,loamy,42.16094464505606,36.112770032611856,poor,rice,14.708663572517196,vegetative,18.63371769179333
+15.3250480877684,37.67122907452173,4.440718127409207,2.9949787502767027,high,loamy,19.56405599757574,24.176736063864897,poor,wheat,16.519987316377694,reproductive,15.230101175350669
+17.1377132713617,48.74435386077791,10.073551468421249,8.822225442284175,moderate,loamy,22.143254264948936,34.17732345462447,good,rice,12.800021958182237,vegetative,15.5184552811244
+20.19715637865068,60.86299479066121,16.609540573732488,8.670582624360268,low,loamy,29.212780295716435,28.534228957756586,poor,wheat,7.917650841409127,reproductive,8.25471797214696
+15.663305096845493,65.32556781390056,2.9496794947453497,5.110454265189674,moderate,clay,25.326363278551057,14.051555478900838,poor,maize,12.742522440595708,vegetative,15.597602710600777
+19.535885877244933,77.39208644278457,10.953364690246929,6.674223378861325,low,loamy,16.69513059388052,53.35636915176281,moderate,maize,6.7255390337841146,seedling,6.697543626549783
+29.576039024242306,69.37439359490152,14.224811836058793,9.24675985942917,low,sandy,49.8771912901676,24.06829516026255,poor,rice,3.9762298762485777,vegetative,9.331172739654551
+25.53561376481245,66.52549950777318,17.211904494319025,9.29246944805677,low,clay,43.17609102830854,40.46866330736541,poor,wheat,18.63431169337313,reproductive,20.2599364421146
+37.31679277692437,54.70692164914648,18.711311204044392,8.264742766087126,low,loamy,15.70943050060641,38.49001076359424,good,rice,11.179360179595273,maturity,11.664439484924229
+35.436089043461024,58.42850609760832,15.692798289378649,3.676711506877432,moderate,sandy,45.157934510798455,19.95833911748317,moderate,maize,11.164378763016895,reproductive,17.06434436630081
+23.5454337924469,54.87124976341087,13.056567964440038,7.842262458831559,moderate,sandy,31.409868485363397,11.497908521520037,moderate,wheat,15.661304321738314,reproductive,20.88734446689553
+21.485585835782317,80.529961803683,8.672401706255318,2.808787458776453,moderate,clay,5.565292198821163,52.8465707405992,good,rice,12.520524781925308,vegetative,12.908948029470976
+24.49231020418167,43.80002715290399,2.2422030837683926,9.151507675636552,high,clay,20.57681214349014,34.88449277386334,good,maize,10.722877010949809,seedling,10.064227770172414
+29.757373562870196,30.34325589251788,14.194743850510426,3.193190428629716,moderate,clay,6.1579741736596105,30.723375737635717,moderate,wheat,16.508299472252073,seedling,17.976456492193467
+21.701591020571907,69.07919383357435,19.85474608950974,7.298789120891607,high,clay,8.949673904990398,48.145525751567455,good,wheat,11.075421612365986,vegetative,10.34022572854944
+30.603722696228356,42.147731018329885,14.735211894641996,6.88194619401879,moderate,loamy,13.053978790903992,11.657946085864204,moderate,maize,18.51642432337629,reproductive,20.4896091332583
+25.23529130478101,83.40690817858857,0.3342218747545256,8.215197247036665,low,clay,26.79793896497916,48.26076418591878,good,rice,8.205966464589604,vegetative,10.61071571657217
+28.801179521299503,81.54277978239936,9.925199560836775,6.412620018867644,low,clay,22.157991831885067,30.44572316868617,good,wheat,3.57108802507705,vegetative,6.70286781975372
+25.903163228382915,34.603642315692355,12.292932649658075,2.476532603005857,moderate,loamy,11.704827736111104,37.58118526601665,poor,rice,5.536146150149913,seedling,8.301285215533197
+22.361643988547943,36.38330432484464,13.79348402205686,7.646770032353193,high,loamy,22.75499413307108,47.621962027327086,moderate,rice,16.92584882406548,reproductive,16.102448737091613
+38.71133267405392,59.71029553479998,14.394516712014171,5.065236470682144,low,loamy,18.6952771011075,37.3405296011677,good,rice,18.745565123955338,vegetative,23.05039429915493
+34.09014485399402,66.55335976616128,11.16216882433048,4.562280009752879,high,sandy,23.45701725086161,13.08861117307555,moderate,wheat,4.276379403036732,reproductive,8.875864431065267
+18.502829394161317,46.49450024893444,4.467206654684805,9.933388396269878,moderate,clay,12.753989882019413,46.430044561485936,poor,rice,18.448013607650992,vegetative,21.2370551317768
+36.711699397447816,73.00786300196224,18.844013229530933,6.723198127677822,low,loamy,32.43699673179735,49.31708169983927,good,maize,19.04256867584228,maturity,18.92194167558969
+27.18577995623784,65.69496125513228,13.93332935327324,7.68575258615529,moderate,clay,7.00390515493782,33.09465790192864,poor,maize,15.823602229184958,maturity,17.543639791424813
+37.363805672352285,49.48944658491328,4.736800737388189,6.210609095485187,moderate,loamy,22.454474531611897,31.95297031585774,moderate,maize,15.938495997449191,vegetative,22.32210831783639
+34.996381398682885,31.52228928253893,6.446436645405457,8.159781167613222,low,clay,45.26985531124407,22.596277981776893,good,rice,3.0260457810204238,reproductive,6.444791532944147
+25.63033761173084,75.00901687791105,18.438553412607398,8.016581883999802,moderate,loamy,23.88516240662466,42.2081378715568,moderate,wheat,6.785980106634656,vegetative,8.464254893823139
+15.561732708002936,42.885219949504965,17.749703734146717,7.257168925441284,moderate,sandy,24.8485971466411,54.09942569945648,good,wheat,6.648626240704848,vegetative,11.5413839824106
+21.71693398462365,80.0684246077577,8.102928767161792,9.981944491550214,moderate,clay,8.060389447772852,42.79843704324921,moderate,rice,12.88535796483612,seedling,14.624073321938765
+28.540855366521672,55.21741560325531,0.7661444398290196,5.678348272665102,low,loamy,32.24139327003109,48.566244450473576,good,rice,14.16777435426269,reproductive,16.431758811016085
+30.836955495653683,64.62464655790592,0.9699473778787636,7.64953878638524,high,loamy,47.13812598071543,51.87278223356647,good,maize,18.328413975959023,vegetative,19.4327287929564
+21.447192135830058,82.37692382454011,5.678365818367781,8.382223702439346,low,loamy,18.12246784447296,21.30720966319929,moderate,rice,11.295905752513992,vegetative,14.801810700918116
+18.483901851820605,81.8173800551972,12.58244438677999,5.008277676756355,low,sandy,22.696324186942963,30.105216705854478,good,rice,11.517404835261535,seedling,13.69259641262018
+35.87325591998248,52.2911745146144,11.683892706691235,5.657400220428949,moderate,loamy,31.46711459122794,31.797980759684396,moderate,wheat,3.9225047251824434,seedling,6.032809488943774
+39.61005451758881,42.53333356289059,12.676555738878854,9.753338131124682,high,clay,9.194502207387298,37.94501824405397,moderate,wheat,19.95639272408381,reproductive,20.925486469911917
+28.142254557567146,76.50876466371568,14.345659438642134,2.2583281370128647,moderate,sandy,47.76275520276952,12.459106066796544,moderate,maize,19.075119241907974,vegetative,25.0
+19.291982146207587,55.98481221612787,0.3806450718547682,4.6823652316873146,moderate,clay,26.041850319506786,39.42035855113264,poor,rice,4.223582100948509,vegetative,6.421020111817333
+21.807683162984222,41.52251961354025,2.1017119034488574,5.88970369870936,high,loamy,10.179333697375068,14.426074169171644,good,rice,12.48086403774774,vegetative,13.954050844540868
+15.459766913686668,84.26552053902901,7.189669036544252,2.011719944553522,moderate,clay,20.08522658058448,50.32849456402959,moderate,maize,8.913131877917266,seedling,9.881653017564815
+37.85747016401248,41.88625165446524,3.097199950431635,9.193016808052894,low,loamy,21.82239131999121,58.15109938640525,moderate,wheat,10.281690202069091,seedling,12.090999072019349
+17.94377707225353,31.548430091473865,1.506400850891083,4.2899552016972695,moderate,clay,20.54198896586919,24.487950294789712,good,maize,14.078563115884371,seedling,14.324489161645875
+29.41291188785634,31.2167984260452,12.81928791994664,4.061638656875554,moderate,clay,36.19506423364007,35.33075624054708,moderate,wheat,10.135112716859144,reproductive,12.19959486531265
+21.85138051718015,67.33892138725585,16.30672954982198,8.562609562829934,low,sandy,20.54843281925055,51.159377250338416,moderate,wheat,11.424874305183868,maturity,17.595956903545943
+28.854450062894838,69.70050364305182,15.052533148685647,4.223865828019803,moderate,clay,19.573428494634047,25.732700302365146,moderate,rice,7.642063243342782,vegetative,10.250760610370673
+31.285509708796607,48.66250230341903,16.340795572183584,7.260980751216179,moderate,sandy,19.493983561987733,17.88888466744068,moderate,wheat,4.400418428040739,reproductive,9.917062868199071
+35.74354509268004,49.2006593548238,13.317130881157544,8.572025151215673,low,sandy,40.00318321511117,46.95312618509371,moderate,wheat,15.837787542313128,vegetative,23.07924626433935
+20.16053179401508,50.36963490359656,14.706906436284044,8.339814781682978,low,sandy,18.877168476005323,44.91808105778939,good,rice,9.432563090193089,reproductive,13.143050709474938
+15.274895716462012,70.80951280553272,5.435575484166026,8.255605899407431,moderate,sandy,5.629914177972276,38.49727303360855,moderate,rice,18.07217794108125,reproductive,22.839276793877957
+18.422140751720185,33.48802746160972,19.860160725683286,2.709100558921879,high,sandy,21.44908117328337,57.221839771694725,moderate,rice,19.0646725647854,reproductive,20.20038626216774
+37.50046604620263,85.74698116147954,3.663313089877742,2.6387757405789136,low,clay,17.520673086141755,57.75611517331508,poor,rice,4.5017935608226125,reproductive,7.56507108009019
+36.847251939062886,43.35126265064679,4.28987748778765,4.4541602858991,moderate,sandy,45.90577626933507,53.07747151905188,moderate,rice,14.634221479611949,seedling,22.60085717443217
+29.935327554257707,89.98039231452553,5.778436636316937,2.287583049568142,moderate,sandy,26.50577790756283,24.651004270929675,moderate,wheat,16.942187481557195,vegetative,24.906332548661062
+30.01292151084133,40.29136162723122,19.506648602131577,6.003437892154115,moderate,loamy,15.555890036042795,21.268296537616287,good,maize,13.999647208288184,seedling,16.661961211718662
+31.625916863656386,76.29278743874265,19.765771787078123,5.158256530161746,high,clay,49.17125050683811,51.78703471469116,moderate,wheat,8.587752153163784,seedling,9.351232187213634
+19.38428196558624,43.4047526957775,15.89787499412995,6.456207300345193,moderate,clay,16.103490368251478,42.56804456743229,good,wheat,7.836891188666074,vegetative,8.472990169833526
+37.860298648124,34.85080809859524,12.581151971192677,4.390308309357524,moderate,sandy,39.33608652856382,29.80630151938448,good,rice,10.858274421879724,maturity,14.17822449835456
+25.469263122301825,82.49599946103893,10.401251503692269,5.886032023923416,high,clay,34.22977786986563,30.487823828362608,moderate,maize,7.402643435243442,seedling,6.561403578336272
+24.57846320623744,81.52507555145351,19.412416913736912,4.67795812687243,low,clay,25.80026417485049,52.666609144425685,good,maize,18.227375165432854,vegetative,19.664754748870934
+27.97294263207094,54.214223546976086,13.91245605716495,3.5616647377864687,low,clay,23.26257961320412,18.16236316119698,good,wheat,3.833603934798866,reproductive,6.301782047108208
+16.174149169376378,72.14376855242561,18.894602566520604,7.194933449102519,moderate,clay,44.257211568823536,57.19867048981223,good,rice,4.9154636219496,vegetative,8.303982363138102
+19.157084218901986,63.42395596103503,6.331015989552478,7.387487211993482,moderate,loamy,26.378707487407787,41.66076467558183,poor,maize,13.310715128753255,vegetative,17.271048531967775
+33.45084041065926,81.17736682042494,6.675495845391312,8.633853541998,low,loamy,21.89107126534666,49.56788666872122,poor,rice,14.191728894038938,maturity,17.351526030512485
+17.069966698128162,48.903358159119264,17.09449188236871,8.998014265229799,moderate,loamy,20.941259220252093,28.54332772106802,moderate,wheat,15.512571495220122,reproductive,15.842252417438186
+30.078802736659703,61.42034399993911,2.9970984117058874,7.635695234943324,moderate,sandy,17.414060216115523,39.34481801293619,moderate,rice,7.684971885612573,reproductive,13.589173128203594
+21.133727742033024,59.12234227227303,18.918557225921514,7.499984693580096,high,loamy,23.403467822204178,47.49952469806933,moderate,maize,8.005321993067264,seedling,6.102727781359472
+24.73239035104941,51.23434957541153,10.14948709326815,2.45340532269178,low,sandy,10.396309447033213,31.75649861039203,moderate,wheat,10.032106480944195,reproductive,13.877574157481336
+22.217343419267497,83.48730387338233,18.528277571673957,2.878233931665372,moderate,loamy,7.930536473237918,34.39681708031205,moderate,rice,6.986274537914724,vegetative,11.877835937655592
+23.89181791162373,39.95267547975213,6.735855774516262,8.500501683126988,low,clay,29.366038849647754,39.103991443206525,moderate,rice,9.412855256211058,seedling,11.706237332167436
+32.97614762960614,38.970518371241766,14.31917808278794,3.863610092989053,moderate,clay,25.441768796445405,13.170349546575205,moderate,rice,14.847619477005324,reproductive,18.46707937280865
+22.428042890579377,64.61457211936508,9.657502439453792,4.844520481736664,moderate,clay,12.802652595810487,53.15932606789924,moderate,rice,11.476327514995036,maturity,10.611199355386592
+29.16011600742243,69.44965379909652,12.53607260490946,3.1623788294070145,high,loamy,9.80596441476745,53.33389678762697,moderate,maize,19.432369726311904,reproductive,19.1990800880742
+26.90126005497749,41.67715525947391,10.087449862783044,3.561215748599352,low,loamy,11.447025578072036,24.070883640349216,moderate,rice,12.853117090337715,reproductive,14.606260922015592
+31.591779134066204,53.443046535277446,19.342312347427228,8.20333788296165,moderate,sandy,19.186002471599203,53.99112683861,moderate,rice,8.586303490879533,seedling,15.298236498367997
+38.42074348311896,86.79383057872462,13.842107956278344,4.094876956124306,low,loamy,25.31681003753408,47.25974038293754,poor,wheat,6.0907068120748855,reproductive,10.012761457995564
+33.31430243025626,44.79704536144044,5.026379372526309,5.592279730113521,moderate,loamy,13.700754918788531,34.15957039268679,moderate,rice,6.737705748790507,vegetative,12.5056757819163
+20.37350946476892,70.10164212704365,18.19353843810169,3.2133709844739142,high,sandy,39.00312428528165,27.38820123640438,moderate,maize,3.272994942768845,seedling,5.7362627148953775
+15.779578376532116,74.40896362185545,5.880594763102087,7.423439250528789,high,clay,13.699597059557254,29.96894601267123,moderate,rice,10.51638438025049,reproductive,10.76088379046989
+21.556601107495627,56.88772196790957,7.432101986017125,7.826157873067809,moderate,loamy,10.58569024793382,36.72094577156345,poor,maize,19.320241018613277,vegetative,22.109969876278004
+29.87694826750637,86.25155920557498,2.0424739604042674,4.893538543189711,high,clay,49.754969115380064,30.626035094579564,moderate,rice,16.214160957547413,seedling,16.052403331387588
+16.28564533710626,74.19940411312743,17.999330395923817,8.277973168982005,low,loamy,25.147020345232512,31.01191620545761,moderate,wheat,8.111804342203975,vegetative,12.746405083148
+27.40915618003091,57.475474791653866,5.72224046455726,3.919253215377012,low,clay,12.650315772217173,20.15616868117733,moderate,wheat,16.579148090062688,vegetative,20.845879904870696
+29.92107122292223,64.16011210656563,5.178352358627647,7.535230896801249,high,loamy,45.2550626610647,45.39060025780954,good,rice,18.839994420595904,seedling,18.9783949084319
+23.356097270424023,71.55680660550604,18.40525195989908,7.839716651363632,low,loamy,15.399123106602476,40.47957864752854,moderate,rice,14.435808715810175,reproductive,15.603596189181417
+34.272805093645545,65.53141082575308,16.110537248100666,9.74925902231021,low,sandy,46.65109799115683,59.59507435108114,moderate,maize,11.700683943505016,vegetative,19.597632454690004
+17.664956328344296,82.72185502956455,2.821578430387488,3.85857332149373,moderate,clay,10.353238414074037,17.06221021012351,moderate,rice,5.309759122440084,vegetative,9.305466511100688
+16.87844454339522,51.41331973682407,15.386490078073614,2.749683840342022,moderate,clay,42.881661317229465,15.686917436751044,good,rice,4.354324756888481,vegetative,7.358640851657203
+33.20471890509008,47.993144403348296,18.26066196107581,4.104283378318293,low,sandy,13.29201988801694,35.79661495679002,moderate,rice,6.721704241385286,maturity,12.478044062172284
+27.38728290515496,42.83033336971586,1.5702243642148783,2.9828975726569524,high,clay,47.22519418588643,17.599538175503707,poor,wheat,14.276513937128,seedling,13.208796664750093
+32.2100599106934,32.266978083875706,16.50429989809146,3.3575544679544773,moderate,loamy,30.84096392216458,40.531057553334094,good,rice,5.6306174303354215,seedling,6.116788930462164
+25.870683465093656,32.58083786280332,10.94840103746112,4.672916094847795,moderate,loamy,13.546116308644647,19.8057554334504,moderate,rice,12.063827800419013,vegetative,15.937868220719364
+21.16005083097767,82.20331158655696,13.383948987576012,5.311925973776007,low,loamy,43.01690244299259,34.14992489355194,moderate,wheat,10.422190383239094,maturity,12.190816083842863
+35.477557941855,70.70358878435444,9.857086778098738,9.229793806011036,moderate,sandy,22.57591964768903,40.56557249212102,moderate,rice,13.68527027308999,reproductive,18.760324564296848
+34.985396974224486,69.63194492618916,13.956061698105572,3.5649261720001686,moderate,loamy,37.97660395679712,32.90203945174618,moderate,rice,3.885353666853815,reproductive,7.14940140178003
+32.367411771360665,66.87856913609316,0.6819572333350643,9.77407180736973,high,clay,33.95483247003365,25.999265229859247,good,maize,19.6634919226226,reproductive,19.02451299031917
+21.803628430749068,80.9531486816463,15.254134464465674,8.481225679169373,high,sandy,37.14325350965852,49.11580413063967,moderate,rice,14.728673813466845,seedling,16.638070619918306
+29.755766671727176,58.81601553993765,0.6668739571791682,9.051771119147528,moderate,clay,20.467170251401026,52.732901216292056,good,wheat,15.269575103847524,vegetative,16.27294303754773
+24.02434742350067,82.22464971349802,9.10599695494687,9.435551917921948,high,loamy,47.24714692451605,23.902491712328647,moderate,maize,3.275918101008803,vegetative,5.357825542763596
+17.289551833165852,51.56670157093435,3.0192998626058976,8.025929577128966,low,clay,30.191591584658347,50.66968673352387,moderate,wheat,4.350883169272377,seedling,3.8728902292548897
+37.93283938655607,85.60245026034544,16.471485547026145,8.310238652936489,low,loamy,8.490227449693226,29.581700991915795,moderate,rice,14.69308290725142,vegetative,20.47629866229028
+18.420465772974037,71.9194188048744,6.273218183513372,5.502546372844956,moderate,loamy,8.003030331204473,34.38118192462623,good,rice,4.863926142726468,vegetative,8.646340791279084
+38.75593384552006,45.430628161465634,9.08187089208665,6.083601877409952,low,clay,38.22033325327401,21.587484391716607,poor,maize,18.22111123847038,reproductive,21.665164940466564
+26.150144323948894,63.84509530131751,8.575014825966232,9.459883414133074,low,sandy,43.24884962674991,41.28618878808115,good,maize,13.56480034242597,seedling,16.52827545226751
+19.62832322096549,61.981833689295335,15.45003931369413,5.026047292421196,high,sandy,36.28758357910279,15.046335838847693,moderate,maize,4.208271543112845,reproductive,8.069516687610378
+28.54752368445895,38.27392930382004,9.62288719591951,2.3355765845136576,moderate,loamy,17.487379016409083,39.58187629853698,moderate,wheat,13.43164496235048,vegetative,17.63064828502054
+36.82364589691021,65.47457434503684,15.779166700206922,8.102035083798183,low,clay,15.16567826730884,59.48590409168771,good,rice,16.646509565771634,vegetative,20.4411547111665
+33.305622160239025,48.88713742301748,1.4701655360535049,6.585260093740147,moderate,clay,30.44464652790324,47.67331536113111,moderate,wheat,16.615444362313607,seedling,20.12295140843159
+35.16402869653624,33.140926008576145,3.831879358059902,8.519007698746492,high,clay,13.855077411600288,54.75196543172125,good,wheat,9.819529035951058,reproductive,8.701608463407586
+31.46958416776793,86.91936946239389,11.030684992927211,2.604410132887697,high,loamy,22.05948904116341,33.20977700972995,moderate,wheat,10.821288389147409,reproductive,12.616974706531837
+32.30691411294632,68.48942214385727,18.9417664950539,6.969855923806319,moderate,clay,33.291105401529606,17.105267015116567,poor,wheat,15.5142367457321,reproductive,19.19646072661332
+36.22989128913298,82.61513591225082,1.4951569344356064,3.981647103926064,moderate,clay,17.821010145880766,24.423094691234567,poor,rice,17.86046858871099,seedling,22.90116671531003
+21.241700221479647,70.56336030079518,0.8616843231372862,9.226148755955872,moderate,loamy,21.89475147687041,12.4514837109065,moderate,wheat,16.49082018409637,maturity,18.489059069873008
+27.235624091078517,51.41902152840677,3.1310134985571136,2.8792795179339654,moderate,sandy,21.223305269527295,35.09054862134743,moderate,wheat,13.133831330455816,vegetative,20.00892417140468
+20.530236045490057,60.76128433972869,12.82306257720313,8.744554181800504,moderate,loamy,25.723558168696023,42.48334359466769,poor,rice,15.32347707566588,vegetative,17.54917674488767
+39.69170019991617,70.54480562083063,7.979858333404943,2.708434015775283,moderate,loamy,35.346192078671216,31.22416529894461,good,rice,14.089935708410094,vegetative,17.983215647401366
+38.60148349216533,87.61513951208624,16.511047588353726,2.2007788439759848,moderate,sandy,40.20571260171874,38.160244949179926,moderate,maize,12.811618000034034,vegetative,20.89840037950528
+15.985670284212649,45.22016754730178,1.4386630296273162,3.8804754403353785,high,loamy,34.928711576622774,26.035112416107037,moderate,rice,18.63475510047452,vegetative,21.04379358061926
+32.63937931289221,82.49862351744706,3.928281736294021,4.66435632741347,moderate,loamy,6.177552372386677,14.292904698275697,moderate,maize,14.014289984750084,vegetative,18.26548774775593
+38.13120793539164,85.44466831765617,6.000528109297914,7.012230174494969,low,loamy,45.35778628166176,31.59994962210942,poor,wheat,9.494056548893631,seedling,11.728445881533109
+19.51438362818334,70.2249308795374,12.534601733775704,3.0537967788884304,moderate,clay,31.15349534986297,37.38988976805215,moderate,wheat,19.563991963024183,vegetative,21.020900752156265
+29.198630763815736,85.87599764408027,13.703453806030945,5.4986394687286,low,loamy,46.41109222354416,59.131739654431136,good,wheat,19.144894381035343,reproductive,19.60666142619316
+37.88720743970104,53.87271524864211,2.4840658792754766,3.63410881682299,moderate,sandy,48.3742531139402,27.36367022961981,moderate,wheat,16.269185532713614,vegetative,23.80782231655636
+15.848649464644971,87.18097056242657,18.87609417983479,8.842426572376507,low,clay,26.05310521637552,43.88848287384984,poor,maize,3.556761255799793,reproductive,3.8724554702291023
+32.435506681171,72.1669726299585,6.820882703804183,2.35973206361044,moderate,sandy,46.23645210963159,51.13122205811234,good,rice,15.385979204196708,reproductive,19.20468601915705
+22.43372518431377,32.52034604512871,14.26337526000566,4.847501813508169,high,clay,21.442353760894004,26.769536385452493,moderate,rice,3.5086857697272213,reproductive,3.5226465097966857
+38.10990488441326,84.41236990914317,10.484154378953976,7.050992639752871,moderate,loamy,16.71702146519658,56.49656195685788,moderate,rice,4.251413249524788,reproductive,6.307958871744881
+39.27645612913419,59.06836854199155,4.455162270942132,9.304705424415513,low,loamy,8.313362269416967,26.941564358497484,good,rice,8.992753492483075,vegetative,12.143375767717338
+38.60666222783585,57.61961908666997,16.92456646230822,8.943947381551162,high,loamy,25.332370441930475,58.49021548739098,good,maize,8.375305622922312,vegetative,11.610520673839662
+26.855355416436595,63.987996358778055,16.364760563838598,9.161535996137308,moderate,clay,35.99092767816709,10.10784589363238,good,rice,12.58442011071547,vegetative,14.86926103671398
+36.55106627473283,38.96307280627367,7.921437078333802,2.5028263494638567,moderate,loamy,48.95760507242756,41.70866616943394,moderate,rice,7.1458441274970745,maturity,11.127047789006111
+36.11373496337676,58.14996291404392,11.772151713877108,8.727386091707675,moderate,clay,28.458917504220825,49.49631238750764,moderate,maize,6.38623002361993,vegetative,11.030140009344578
+22.97751183108139,79.86763300306474,5.156513918718795,8.239300628352954,high,sandy,38.05136743145443,24.003020947915616,good,rice,14.331940548243107,maturity,15.073729967417531
+35.72288685376694,30.92894754825092,13.797032574926028,9.219453194204952,low,loamy,45.32662186534255,15.852513685179757,good,maize,10.537392692119669,reproductive,13.323503638140188
+15.925190867887316,46.37502961946228,6.180536252408628,4.492610138064011,moderate,clay,29.4433385617936,11.218422044211176,moderate,rice,3.900419316291986,reproductive,4.498405619953048
+29.90674696205133,30.14727518663065,16.881574687644697,9.294120850186934,moderate,sandy,12.504437736625112,13.720346818122044,poor,rice,10.520680164110814,reproductive,17.081548763540617
+20.750220932192576,54.9426785489909,4.347702085545486,5.221128680691582,low,loamy,43.16937868400005,37.15170213815172,good,wheat,15.898064809718145,vegetative,18.51544032137981
+18.01417214443197,73.69893062962407,0.2960684563692828,7.0727974842064,high,loamy,30.837816780954835,51.95837017728075,moderate,wheat,4.133118880471269,seedling,2.8108603704246407
+16.92383004073023,77.9263097468777,5.370160839358369,5.3934319296559865,moderate,loamy,39.133006227448206,13.15654326327443,moderate,rice,18.568726443952205,vegetative,20.33671951518678
+32.407219396953494,86.71138566762039,3.821049729189734,5.421187444125209,moderate,clay,34.631506745583565,15.659018896588435,poor,maize,11.099896316476206,seedling,14.252070036480324
+23.49687409420165,66.51027677824719,10.165728794498484,6.3730961503592125,low,sandy,7.746687778423542,10.255150105704654,poor,rice,11.704648298490175,vegetative,17.76711721073251
+33.11916928821904,45.27761199917373,4.074065833131526,4.84741367696658,moderate,sandy,12.61017336334404,24.113869938178915,good,rice,8.090511492738536,reproductive,12.158398013798998
+16.63390851997356,85.44887694820193,15.263797414389895,8.341895954153886,high,loamy,17.881238860284938,56.06231930555257,poor,wheat,13.998958576267944,vegetative,14.266618222615888
+22.88225844576526,76.51894523282257,4.827412760080079,7.069109883321911,moderate,sandy,17.811851898946614,23.814399893164925,poor,maize,3.3646655024514383,seedling,6.167668004245765
+28.48728230938343,64.46570898018868,14.139363598253114,7.518046092311565,moderate,loamy,42.76389673008708,32.04072235050774,poor,rice,15.555281418886263,reproductive,17.778427716305057
+34.76807912097409,71.73841294313615,11.56941846027448,3.8482784017741087,high,sandy,31.920771252876747,18.947869787582583,moderate,maize,4.685745202049008,reproductive,6.348894560036117
+22.968812573301747,85.45898130044574,19.72499712943769,9.75660230785114,high,loamy,8.751890118985722,15.814226821338442,moderate,maize,10.558678832585253,reproductive,10.622844800437694
+30.647284410925227,72.74364170837529,19.998019540184632,7.281408782183723,moderate,sandy,22.423935816425796,19.119722330399423,moderate,rice,5.501064365114438,vegetative,13.488040294299836
+37.14944370590467,52.10247045508404,17.3905216663466,3.577566916243133,moderate,sandy,30.03488084457449,20.52164170405377,good,rice,5.8814755856465375,vegetative,12.463260393583957
+30.396579704557617,72.7816921373458,15.199667385975022,8.00392194776827,moderate,loamy,16.317627348527154,16.51444128901329,good,maize,10.895939143799788,reproductive,10.474838254321575
+20.823986868840844,32.41668976412327,7.729128280011475,3.3897128256609816,low,clay,6.792525325608643,49.57765057516364,poor,rice,4.110618198452187,vegetative,8.415068063979836
+15.61001953891345,53.18493370983487,15.065534542626072,2.507079170396067,moderate,clay,22.11186826747321,33.8622819195198,moderate,rice,5.548019995512837,vegetative,4.872022604364318
+36.752471847523246,54.37938191073476,19.133510741589813,6.220427169166674,high,loamy,25.753500525963503,36.98847137807447,moderate,maize,12.241782462158255,vegetative,15.362190646092136
+15.53173527125968,40.01029406525008,0.4675515079088832,6.428191633298778,high,loamy,45.714422386190016,28.73252876462787,poor,wheat,14.833180068795334,reproductive,15.27789724064434
+36.867541817104986,31.38512883310621,10.758294003954775,3.5117245978527887,high,clay,45.87647745801075,20.53714204265248,moderate,rice,9.11014681481364,vegetative,12.785898119930632
+28.2234283506803,38.00287419826457,4.359966087768692,4.787031554337272,low,loamy,27.518111257519184,14.695083227115964,poor,rice,17.719543454707022,vegetative,21.52588227523973
+38.476692462822406,69.2772897478233,11.157526317377007,9.566154365429576,high,loamy,26.217255088193102,13.796285153229434,poor,maize,5.735344480077725,vegetative,7.694814785658912
+34.96958089434163,78.13732898182126,9.328941795177824,4.280025856699919,moderate,loamy,33.822592694640946,19.25710128728454,moderate,wheat,12.529975197744614,reproductive,17.718847164698143
+39.94835276333343,89.29220956361846,11.515371631045689,3.2445444861229493,low,loamy,16.615582989738265,52.50880966492979,poor,rice,4.518170994815261,seedling,7.205123505936442
+23.767795386292757,50.78181018650966,11.019244428374485,9.940495669323631,moderate,loamy,17.857138047552695,20.82725947892087,poor,maize,5.846956639402175,vegetative,9.507460015550365
+34.17970722327817,65.96275333566611,19.20214078337124,4.418444291043734,high,loamy,5.115103356544487,27.74097958505209,poor,wheat,18.44914582504383,reproductive,18.68587071314979
+25.048272840231053,86.22869800890732,11.043722178694722,7.442029385168629,low,clay,8.519534446234045,38.6375821875082,poor,rice,19.877485646843084,seedling,20.56605221221241
+26.99689050759772,40.02250688028916,16.924641762497345,3.852481451514131,high,loamy,13.03266340969524,35.57065525043561,poor,maize,19.956925615258648,seedling,17.75936447964195
+30.68763658045925,73.05873518056455,6.396405736016931,6.400969575891115,high,sandy,33.82577320292148,43.2910314865759,moderate,wheat,16.607456150839333,vegetative,21.34788176109365
+36.84192785465847,75.29872398894979,8.762013775820979,5.090255892876924,low,loamy,14.56957655330254,19.715741477552733,poor,rice,6.393427750889335,maturity,9.227255794405142
+39.602086729982375,35.338532152160305,9.408269520896198,9.692634089273508,high,sandy,10.583555215998487,36.20244643529277,good,maize,7.86336636282177,seedling,9.929643789829294
+34.206835346612955,81.6749631109839,5.5745608667075945,5.4624469964039015,high,clay,32.73371256862804,48.38745797201421,good,rice,4.513478421238171,reproductive,1.0241368614541733
+25.444169554183343,78.78630282665063,7.595805229559104,6.673393473453793,low,loamy,34.328751061351824,29.37534773771819,moderate,maize,3.918844267656184,vegetative,7.924085007700798
+25.533925056926755,32.00418039464607,11.970261589335504,9.558130127201178,low,sandy,7.68529077013911,58.59471991940309,poor,rice,15.454230585222987,seedling,20.656573898203675
+33.43955753972229,35.465064892803085,11.603755266090648,9.91387439950364,moderate,sandy,39.780413941978495,38.89747164463672,good,wheat,12.186894199962648,reproductive,18.16134706082968
+20.96942864420756,32.94761363351114,12.72870689146961,2.813266912039972,moderate,loamy,32.27706813168129,43.74132789093245,moderate,maize,14.230176195908134,seedling,15.861744896736711
+17.761852828284866,50.08461190796173,7.036358308402821,8.674565696339112,moderate,loamy,22.86794496025663,32.954386982747714,poor,rice,12.861444157248124,vegetative,14.199577459503251
+23.865553941019414,60.55733944079557,6.316629903061141,5.05693195349799,moderate,sandy,49.24320313237734,52.892542197636736,good,wheat,3.20099995323383,reproductive,7.757448347467893
+22.180974791352043,61.94086367727773,12.23235765508326,6.758629649644902,high,clay,5.458970879118203,32.57434619983439,moderate,maize,8.436119022090562,reproductive,9.346939921091147
+22.407703011399757,46.06000558616656,2.6572349685504992,5.000384631641964,high,clay,29.51832775042954,57.11401567923101,moderate,wheat,14.750558101111396,vegetative,15.148301594157054
+20.840193776247748,84.69581319361646,5.060630870642799,5.208929645238339,moderate,sandy,12.186653393055,25.374527149426463,good,rice,17.640280540614764,vegetative,22.900337252033392
+16.052329740909048,52.09576739231479,0.8425547390599042,3.2708602878808923,moderate,clay,19.819974570664574,53.29097028760442,poor,rice,5.624587362926512,reproductive,8.134769964408676
+15.446848368335344,32.73300935792115,1.4522170519216029,6.582131667422927,moderate,sandy,10.994102758070522,41.9676586838189,poor,wheat,5.005298697508976,vegetative,12.866022429416764
+39.69305974340079,48.01362669248319,4.867665585212178,6.373727567557798,moderate,clay,35.06965302238089,49.95273347028256,good,wheat,19.301048908501613,vegetative,24.625979074194355
+25.69432834339656,61.86656535264933,0.3905856059383805,3.514846308307199,moderate,loamy,23.070721703088825,11.885064229646078,good,rice,19.44319617396172,vegetative,22.195186390397826
+24.608166178992043,54.49330935529392,4.90821184174923,6.333843434671532,low,loamy,49.38347753030779,23.86398258766262,moderate,rice,15.750731642324194,seedling,17.60998632740551
+31.991182067326747,46.43055114595555,13.09952646124052,9.78481506104869,low,clay,34.42312027854172,52.35394269041315,moderate,rice,4.006030473070533,vegetative,8.140588457441611
+20.4563471966266,37.87939498585904,1.2221415693786608,7.715268766830317,low,sandy,46.28006677447993,25.916684671122432,poor,wheat,13.714159832617488,seedling,17.735897757693607
+38.749029598755634,79.14987000577378,8.73473355589282,5.847860476666815,high,loamy,15.837223452479122,45.632767668013614,good,maize,5.1828196221402125,seedling,3.484887648014956
+34.6586253603888,89.76871452745152,18.26217573839099,9.328671884651,low,loamy,19.345282841936918,59.60944072907115,moderate,rice,17.371878372029816,reproductive,20.405229148144752
+17.235275057806486,49.772528011432925,15.82569657850802,6.602514852042447,low,clay,21.320700776162184,18.858437483435143,good,rice,8.153870693561952,maturity,7.696573564360341
+25.43951939462321,52.89726265059623,6.108750045897144,3.080383989822427,moderate,clay,42.73317564339643,30.87729702518708,good,maize,11.076525635841298,seedling,11.176531909414845
+36.97795768905412,67.08225148061743,18.49610958383294,6.380077182499651,low,loamy,14.52540965013237,18.25633553830741,good,maize,6.176397322914212,vegetative,9.55433261416772
+38.61830055728525,73.10648848413248,6.592929934954497,3.4477849229269424,low,loamy,47.6024350123825,17.714322725545497,poor,maize,15.326764779542966,maturity,19.561707162718047
+26.68503778124674,53.52177208821547,1.4503099267512498,8.140038709981393,moderate,loamy,6.961059005506678,41.65214132517958,good,maize,11.53737558170268,reproductive,12.869442822202696
+30.33528473026769,84.29577101890891,19.88111913536227,9.737393714357664,moderate,loamy,45.04361064672668,19.568801838373943,moderate,maize,14.99925229728145,seedling,15.200454408110224
+19.17584865230188,63.60023935373511,17.400450543783435,4.886548676346642,low,sandy,25.31362452263897,34.13269744685769,moderate,maize,8.435184545197117,seedling,15.158585612959389
+39.779215653424416,57.02340458435586,9.318655666021847,5.479343041001556,moderate,sandy,28.665411533803542,58.897073681098455,poor,rice,9.406100337740623,reproductive,16.9396081341583
+20.791792534586087,68.80036518959432,13.327530483848076,5.3719717347090405,moderate,loamy,49.882884912086176,26.656474101937945,moderate,rice,18.24058952403536,reproductive,19.13606771302489
+38.56829435337814,87.1682308949504,13.424561557133403,4.282399806359055,moderate,clay,44.15215911477912,53.68149233427313,moderate,rice,7.322345710354753,reproductive,10.310940682659623
+31.241166224809213,77.67313766530233,3.889644614609207,8.353439719029048,moderate,clay,45.68097158899803,29.818253070904813,good,rice,18.35136835723126,reproductive,19.088036210681
+30.19341987197148,32.40078783210746,4.000972663072647,6.941826661975967,low,sandy,31.349075287696333,23.14324553062209,good,rice,4.287959111738092,maturity,7.444189331944538
+27.817212775412717,49.93859464439758,9.391614067036516,2.512412454852477,moderate,loamy,48.035380214746496,26.812585155787147,moderate,maize,5.701146672660834,vegetative,9.60415527231864
+20.76674529294397,58.23268109707336,18.23146280275396,8.710450680185083,moderate,loamy,35.95124446866543,16.38432386718955,moderate,wheat,14.273574151855964,vegetative,16.7608332120005
+19.41320080013771,48.87105433254632,0.1998754971714156,3.496705849225658,high,clay,41.8697164582646,43.94925779768815,moderate,maize,19.90102817803156,seedling,20.273690791387743
+20.512155226754384,72.01125364982738,15.650112718987186,9.833209293672969,high,loamy,37.44202584342734,35.45099723431068,moderate,rice,18.87481681125828,seedling,16.545132096648707
+19.66095655360636,79.57614899175486,1.1505356742930828,5.013305112020526,moderate,sandy,40.1411493870244,40.69152315724383,moderate,rice,11.643018065371212,seedling,15.162969773778542
+34.48961183916883,73.88070571111629,9.564442297662357,6.93159717720259,moderate,clay,33.70869297140622,25.154638886506085,good,wheat,11.972989359216465,vegetative,14.193759902175463
+23.753131479168253,89.35999720969652,12.75745666146953,2.622588951168243,moderate,clay,37.68838773863354,42.67324827048512,poor,wheat,12.748314177596995,vegetative,18.003727281235022
+16.44606691408491,46.35285887358175,13.735185341649297,4.757306197506853,high,loamy,24.617231502106748,18.229944414582373,good,maize,16.468556548613122,reproductive,14.943979809387708
+39.22756575352028,82.4993697014653,1.1695852723182276,8.418831658886251,high,clay,36.809032704739565,42.62363580005993,moderate,maize,12.36384663553144,vegetative,15.963770356239795
+37.09464712408564,75.99735991046917,8.372072347679364,5.817667935626067,moderate,clay,17.456474860151175,14.056907909213695,moderate,rice,5.002071999708448,vegetative,11.050763666730818
+38.19380707988032,51.730725453488766,11.676745210046493,9.236827868352185,low,sandy,33.572335569791534,30.01365777765052,good,wheat,17.25065144076011,reproductive,22.095124120197795
+39.872695566160886,74.04747261941813,1.3209107461201386,6.601107528406457,moderate,sandy,28.56885946333416,40.487652435357376,moderate,rice,18.050537739383905,maturity,24.146530268795946
+19.347381230487184,36.244557385094815,2.701891131906196,9.428577563165982,low,loamy,45.43419277357455,52.76587723046051,good,rice,18.605882038727124,vegetative,20.5511866672121
+24.90605047256647,77.36000894043315,13.27297979008077,9.86087925610045,high,sandy,35.29502795133488,50.62075130474192,moderate,maize,10.150498553899885,vegetative,14.399409073888066
+33.95596189260228,61.93983615522616,10.432763931813032,5.631156476146208,low,sandy,31.84792423814772,36.34750385087939,good,maize,6.761631018872186,vegetative,13.732404605529592
+32.4005154513448,47.53741036255519,3.236573225365811,6.521252580622464,low,clay,19.08833466740529,54.16853486840716,good,wheat,5.029858554321635,maturity,7.254622771927584
+18.847397658496376,69.34663810705081,10.704786738294668,8.67936514601016,high,clay,43.82617632225983,35.29514826262202,moderate,rice,11.918687238696876,reproductive,11.791320268414063
+35.395828124765444,68.49719992286454,18.25384746888832,3.772264044286504,low,clay,7.43709605729665,35.85833578107808,good,rice,7.7165970305070655,seedling,8.626051683722835
+20.61101429591652,42.56917336317599,0.3117516955072785,8.893036590248876,low,clay,45.48879643154009,46.02768233386737,poor,maize,10.26388337285088,vegetative,13.334114139035576
+20.595440370565576,31.823844888691568,12.852675469717092,6.735361123018157,moderate,sandy,34.38399128173543,53.88911613855692,moderate,maize,4.683020431981472,reproductive,11.66159584528889
+28.42436057233534,56.017355214100434,1.4730086921068386,7.804001083076203,moderate,sandy,13.527166842956218,40.13582481460428,good,maize,6.386931149401905,reproductive,9.805756620887236
+29.82349837104258,64.17071216066527,0.1289888592940169,2.6388321813075617,moderate,sandy,45.63479760779654,57.209587795982685,poor,wheat,10.453056612140164,seedling,17.198685153597225
+29.50215519594528,82.5963167022359,3.013089773212676,8.129501467627229,moderate,clay,19.68592912384109,21.62930330263069,moderate,wheat,6.035715880664149,vegetative,9.766363638139229
+17.287170934943873,85.69300773885567,8.458132637078386,4.486295236589267,low,loamy,12.57226684629254,56.21547145161976,moderate,maize,6.828429177804658,vegetative,9.332085282083389
+36.93652156575951,61.72831308940599,16.04687997963906,8.441858214798735,moderate,sandy,19.36157277222489,21.08264776206096,poor,maize,3.33879501779138,seedling,9.848866139293069
+21.64000106471765,75.2282090261127,5.6357099320911725,6.073220306421655,moderate,loamy,48.24825477670763,36.32077485724931,moderate,maize,4.242002000458159,vegetative,9.18350835468056
+18.237873032070105,56.35819633967981,12.513464247775172,4.196914678525065,high,loamy,38.87413246880271,49.801589811198326,good,wheat,4.979248566089712,seedling,3.1264337676656413
+37.218701996724434,74.76492939437358,8.223132759106132,9.622077576173233,moderate,sandy,46.25569094770425,50.0792083648404,moderate,rice,14.161835704113736,reproductive,19.54010617334649
+38.89128745574384,42.28809149635001,4.686635839320159,8.120499181691994,moderate,loamy,18.449241358035188,23.90796310847322,moderate,rice,5.54997203494186,seedling,11.420608008161098
+36.55319043163627,52.26388408821188,10.284942285657172,9.885488590989176,moderate,loamy,8.709767562247638,59.29476101483207,good,rice,17.970125292891723,seedling,19.83609321163836
+35.23790186812195,68.05367992881689,15.949289807452464,4.91575918729763,low,loamy,30.323985212298293,14.03017110597424,moderate,rice,16.351627982937384,reproductive,18.96147208416779
+31.381049515975544,31.08947793642473,16.649847401122884,7.19375706833311,low,loamy,26.735034798730748,11.73913735327873,good,rice,16.89407112931675,vegetative,20.842557461113486
+28.77143426522848,73.34767862033723,16.930390637544733,6.892709422909814,moderate,clay,37.4272152720723,52.07647295218669,moderate,maize,8.98612712736664,reproductive,10.090852022389663
+17.174668997785254,80.13213007609001,6.771156251099589,7.500453928550423,low,sandy,29.42038312599552,50.950945528769,moderate,maize,3.981040193216925,reproductive,8.708349097064012
+25.211330326767467,53.94849966563709,15.86912129431506,2.3065325283306466,moderate,clay,22.841004896441195,45.64087232066767,poor,rice,4.299955889194475,seedling,5.2388912050546965
+24.31721292530785,56.876545030629856,4.243569102178157,4.333754591018993,low,sandy,5.210863433530041,52.53870120574636,moderate,rice,14.725339035906506,seedling,20.24839548027012
+21.49384459400816,81.07693273299185,14.768502024857666,9.274700590326455,high,clay,26.04859512825735,16.877962811367688,good,maize,18.693523874486672,reproductive,18.126077138408608
+33.08550284221462,76.539278119562,18.96768852545233,5.390560438977815,high,loamy,10.428926914755523,14.784377246487963,poor,rice,5.979827070323145,vegetative,7.6410451388959375
+27.39689337696927,47.2889693420025,0.2748766938191438,9.685149432652375,moderate,clay,46.49004963974693,58.47013165554648,moderate,wheat,17.692568228758837,vegetative,22.081062435913957
+17.0261553976912,49.43856639369234,8.80727862357596,3.708025381159806,moderate,clay,46.47678487386069,41.21189963962728,good,rice,14.100794184529828,reproductive,14.16375072578288
+20.50458004874528,70.7326939434358,12.955419768280091,9.979391787848716,moderate,sandy,41.16420533198446,55.99233735965662,moderate,rice,14.50373436950166,vegetative,21.80121043837038
+32.08146909148989,63.79188554688968,14.03551540975106,7.580647271676258,high,sandy,12.104000040953489,55.32216121061157,poor,wheat,14.85980028092765,vegetative,20.94665191016845
+16.903271487257506,39.73377426578982,3.521755165384044,8.211147392531903,low,sandy,11.634746618183044,42.656991968475005,poor,wheat,4.057900483376638,vegetative,10.43831020207034
+36.28017285121922,48.59579455374998,19.443665504771857,5.1748893776202864,moderate,loamy,30.34896051899375,41.42372564648284,moderate,wheat,13.265161392917644,reproductive,17.762983640095538
+27.37866317534936,83.99899661271925,12.30530735941946,9.256064970084967,moderate,loamy,37.73577960943389,27.997290198673944,moderate,rice,11.216083402826127,vegetative,15.340084026293002
+27.0146644331662,71.2904662033358,3.286812024565356,6.363703207668976,moderate,clay,45.70426713065667,17.455502797599618,moderate,rice,17.221954510836788,vegetative,20.554899155767192
+29.81019461648794,89.15845906113117,0.4104502342503058,7.44750704179708,low,sandy,45.23154689609098,44.330247633793775,moderate,wheat,10.278232211031924,vegetative,16.270573560820836
+35.61702414812873,76.02075179884616,15.665283975795518,2.758466170690288,low,loamy,11.989741134953936,50.89302849731983,good,rice,11.661833829093563,vegetative,16.14822857870005
+23.695230197554828,86.51846592861541,1.5940947889091817,7.053445607143147,high,loamy,49.796327753429935,37.23118750187518,good,maize,12.86805031386171,vegetative,14.333746165372004
+31.95040381397659,42.971314432228525,2.8210184214047307,9.032631906097253,low,loamy,12.055886670975372,12.543457005767348,moderate,rice,12.97448146931743,reproductive,15.913968766374431
+29.143299099894776,76.28909248901554,11.496600537113812,3.4262658257279046,moderate,loamy,42.80532127199618,17.245885284688462,moderate,wheat,9.7993309436844,vegetative,12.477443724404235
+21.67570675423553,31.21305120886785,12.070110068992395,7.901807477078768,moderate,clay,31.41255002465305,15.098016920760434,good,rice,5.825906726533763,vegetative,7.634016561268026
+36.96574965887895,70.24560130269204,13.73774237184797,2.2032060719572364,low,loamy,35.52289134083221,42.89158243145017,good,wheat,7.273483202566735,vegetative,12.113670953342522
+34.9356505401732,58.15693668721448,7.870280253272415,9.409624132500152,moderate,sandy,32.17872997186322,38.2394543568434,good,rice,10.010933816134555,reproductive,14.972637943467806
+31.46129586646064,50.80560431520412,15.477973379336458,9.86333692824949,high,loamy,44.13569190802799,33.32501469718403,good,rice,13.5355430796532,vegetative,13.174608281323394
+36.26454322735604,81.74426113758534,19.487171992317773,4.833440534384756,moderate,loamy,33.66939570746266,37.17042779504824,moderate,wheat,10.726602379456056,maturity,14.03855349568606
+36.68235502399506,81.25606155945184,5.42189886159766,2.8565907977226788,moderate,loamy,43.18987196663147,23.797742117712897,moderate,maize,16.4578266537982,vegetative,21.26266351918532
+32.70907441787587,31.338102293918617,14.060572330758918,7.26861094530516,moderate,clay,11.946559043226916,50.236358576083006,good,maize,12.775980287323131,reproductive,15.11950840490088
+35.925333209091804,66.57030734696586,18.569373047903134,2.2386761131798325,moderate,loamy,44.00180288358192,26.427262568625284,good,maize,8.825495641826535,vegetative,11.814157711003254
+32.43678654173209,52.069933459257385,13.725735252340854,5.859890250377494,moderate,loamy,49.68289941898821,42.21505969431137,good,rice,11.4512963209869,reproductive,14.003478471123652
+32.00351929400751,54.93966009002695,13.62218997288519,4.174233401103092,high,sandy,34.767805774760625,29.543712331598872,good,maize,9.10869586346097,reproductive,11.011295119928045
+30.46528445537961,79.92244435312656,4.475451381704132,5.786712431623015,moderate,loamy,48.93624969347501,13.608326248649783,moderate,maize,3.5156604064126964,seedling,2.803847207636076
+33.81791598894103,48.59038629166069,10.70260400639386,2.146204117906856,moderate,loamy,14.894759235320093,22.847571221059795,moderate,rice,7.778174097557725,seedling,10.052957339002344
+18.96512763232684,86.58292863825721,11.250456872091604,2.412897464565652,moderate,loamy,42.31774041559011,58.25491636977342,moderate,rice,10.664990288977442,reproductive,11.947208481304958
+37.02176897997321,40.77802958232844,14.002591249119057,2.1278066307470587,moderate,clay,12.607114251640692,19.52685602207452,poor,wheat,7.339889003760664,reproductive,10.770026364809812
+36.7960881936308,69.76334540209066,19.93642899792365,6.953054960376912,low,loamy,28.21742435067116,15.246434678055367,moderate,wheat,15.232549938278352,vegetative,19.73035019372136
+15.73118207586398,70.32630402082589,0.6728764508752416,6.480743341401668,low,clay,34.88157461606332,24.55760961134917,moderate,rice,17.655971176300323,vegetative,18.968771031281463
+35.64541876411907,45.13170968567509,1.3046532253497367,3.865263988292836,moderate,loamy,34.71180133520969,53.8962953982328,good,rice,8.048138578542659,reproductive,10.81358101931264
+18.22174668683613,49.48503653803212,1.5590013886183751,7.1731450312321705,low,loamy,35.18874238334276,25.301321216317948,moderate,wheat,3.4117020787139207,vegetative,8.369943808193376
+23.377971356478547,80.08790955479643,14.859582689779137,9.0736580551598,moderate,loamy,19.441611186103465,30.869006981460664,good,maize,17.88408774044052,vegetative,18.97460365408847
+33.5877064072902,75.70831529729715,2.7270759022151503,4.218576808208909,high,loamy,48.81744936536384,25.50384606511838,moderate,maize,12.81566174783369,reproductive,14.288644219853134
+19.018997401207702,49.74575281888558,12.449037489806903,8.6559504630319,moderate,sandy,5.294884729710141,59.448678135234005,good,rice,3.098887176798537,reproductive,6.625411321671159
+35.44917560297655,62.03739281609603,6.493377557869168,7.300073088017452,low,loamy,32.94493019189332,59.993754957064674,poor,maize,11.498502874891663,reproductive,13.172152252436293
+35.80335444894355,33.700817775185726,9.14639912421422,2.2705635453838653,moderate,loamy,43.97493737409475,34.13863766251591,moderate,maize,4.644810958112432,vegetative,10.261229320652916
+27.686693344020902,42.52475294391776,4.313263196348278,5.001199166635476,low,sandy,45.10009423181279,49.24128547842599,moderate,wheat,14.456373552244656,maturity,22.645860282032093
+15.15964679292084,59.14923353162395,17.322131226090843,6.062057726872137,moderate,clay,37.40924306303746,21.002991878319676,moderate,maize,12.075107886960014,seedling,11.675559088888637
+22.17595332937282,35.1584241167527,11.723006483260528,7.853593519637771,moderate,clay,30.86654920360341,28.714757334708203,poor,rice,18.52421858961977,reproductive,21.741958306120157
+30.423172959393558,80.59994129351625,18.891265271645054,4.297044466027336,low,sandy,25.58007750872568,43.96698357143691,moderate,maize,9.715919183769865,maturity,14.912007530206532
+39.529654450685584,73.08037260645887,11.491924994086592,9.861840838863458,low,sandy,25.22821977118707,24.316420028259497,moderate,maize,18.70187833460108,vegetative,25.0
+30.79533817541671,86.61802023890968,2.478160611938933,7.4763179240406865,low,clay,24.12946091439792,21.234937142658893,good,rice,17.219977154938913,vegetative,21.20548424906649
+21.495089526603994,71.60801435784163,3.417408676769509,4.982509417314884,low,loamy,36.49516913095109,56.111894099776016,good,wheat,15.79162155223852,reproductive,15.101681188460622
+30.85014257749028,86.42408233573113,19.781479527356943,2.776200312616896,low,sandy,37.9043797798672,22.21490379508256,moderate,wheat,10.445854833220343,seedling,15.756203469587415
+28.499634492896387,63.27075334145791,14.511303946617357,3.45094208216648,high,loamy,28.16430569653581,12.96389094704369,moderate,wheat,10.043057341714348,seedling,10.129760581009286
+34.49613487877859,66.01311666371817,0.9855750005817931,5.900862080441253,moderate,loamy,38.33652943048696,47.554400698740864,poor,maize,9.709194847402404,reproductive,11.523862758931772
+17.67451597067396,88.61826327757565,14.075620100693296,5.957562839666934,high,loamy,28.780483178813423,22.163414396440068,moderate,maize,3.8785108369060577,reproductive,4.000294554764253
+34.025697562550704,68.52774881185562,8.243460936192232,8.141750118570828,moderate,clay,9.380826636807036,32.50920736893521,moderate,rice,13.302679589883102,maturity,16.494334623480967
+28.53166446690276,31.847194131644795,6.14416773646381,7.80941300457802,moderate,clay,43.32267812568478,15.577851698295898,poor,maize,16.56463170770564,vegetative,23.3699887233019
+39.07480009647487,73.42816659783139,3.081215874610685,3.6101843081425375,low,clay,44.17162034322158,13.425778920334857,moderate,rice,15.648976848217494,vegetative,20.97450366344318
+23.54680415096715,84.32812152824494,16.798079091131314,6.75965296446612,low,loamy,16.99075478275688,33.022283586725166,moderate,wheat,12.90826574996243,reproductive,14.311390157421233
+30.815547328348703,77.7348149876596,1.276827579782014,2.164974405943106,moderate,clay,40.38950365660022,26.854417110187917,moderate,wheat,9.072939387356383,seedling,11.045701672063016
+38.30070263775043,65.02999635752536,5.796709247592807,5.188379195074667,high,sandy,28.0026949432025,35.29626134660015,good,rice,14.811639085577424,vegetative,19.207275666719
+17.56274319976698,70.27821078561098,6.127657876514087,8.112841924572846,low,sandy,10.581223105560928,58.28916276301009,moderate,wheat,11.991091558446898,reproductive,17.56466097311215
+38.43071218091128,89.4115073551003,3.218105679270007,5.196068746297332,moderate,clay,22.909941308157435,30.369414312397197,moderate,maize,17.275657604807847,reproductive,19.660831405557797
+32.197143057520336,35.4397253105603,10.163697665737406,8.684769918411394,low,loamy,8.44483812245377,40.13285518714307,moderate,wheat,7.647294241342806,vegetative,12.969279746494625
+16.695926477629296,70.03468971799437,0.2340525362178525,9.809242321002252,moderate,clay,40.39101481005318,14.87976911508662,good,wheat,4.73550743171803,vegetative,5.8577214658923324
+22.524089173670404,47.00386167423563,6.019510308208183,6.857700821594926,moderate,loamy,13.830505824804046,54.29588024974215,poor,rice,3.054650053285377,reproductive,3.538564411739816
+32.704302216132035,68.40542379517021,18.67258888066128,3.160032610734053,moderate,sandy,12.39763555002606,50.2930551722198,good,maize,15.631494220524353,seedling,20.04345149009088
+16.683765036719294,66.45741455303633,6.210591386840115,5.037417663243286,low,loamy,14.384193419622944,36.120350279671925,moderate,maize,13.188535949454446,vegetative,14.645782444234008
+29.55426150440683,39.20740992648973,7.209187742135032,2.0758668405470013,low,clay,15.175895573292292,19.16884371383153,good,rice,4.018522157570084,vegetative,7.328993160523366
+23.64707642382392,42.40479874441435,9.463300964681432,6.821807390726021,moderate,loamy,35.32784814664518,31.297495969384784,moderate,maize,17.27872032483684,vegetative,20.763844932381332
+30.522887944186927,67.2977746825928,11.233867497029497,8.572548007790385,high,clay,33.73704419492838,24.8691997954324,moderate,rice,11.112137796029604,vegetative,13.100218811723993
+16.14355084531282,37.69379683822645,16.17417289641488,7.039520631384344,moderate,loamy,10.820148085022078,59.72583776965912,good,wheat,10.842367039409252,vegetative,12.453768589841028
+36.78842015380941,45.91085250781937,3.806424463120353,8.288689833467599,moderate,clay,37.598863374608,34.541914426671084,poor,rice,14.637403986980798,vegetative,19.879856265128858
+39.33722422943492,80.11473286428014,17.434927543851146,8.399231418207094,moderate,sandy,20.707569636910204,31.11165524925012,poor,rice,13.789240576266264,vegetative,21.716796039625265
+39.22194638214229,49.62549036009832,15.150987142877788,8.80810060973971,low,sandy,25.58627288165966,18.45291580549832,moderate,maize,7.058338345239555,vegetative,16.008886803806046
+33.74129579357312,59.283609376179776,14.453006693231105,4.133310263980434,moderate,sandy,10.618698191877977,21.955447468476287,moderate,maize,13.960087147697218,vegetative,21.748458767340114
+18.2521560032658,86.46842010875042,1.7360914742927047,8.970148182563374,low,clay,36.8881725244251,45.57938570939013,moderate,rice,17.589353244464036,vegetative,23.353804671639104
+33.95657989822556,43.62894533021678,0.4328137994916936,7.232751987707927,moderate,loamy,21.929996624210364,36.74546662873618,good,maize,9.659859521756996,reproductive,10.018059818095672
+15.614672911470038,53.37756104148063,11.88025401816168,4.317804452755896,moderate,sandy,33.4458321473389,27.90156563523521,poor,wheat,7.926115837179705,seedling,10.828528242713412
+15.553088788224931,66.38746653261273,17.262679250463226,9.89835771997009,moderate,clay,24.224942509687487,24.85068429387297,good,maize,4.021703011365643,vegetative,5.02769363908217
+23.09025547873853,75.32033577023833,11.68882928281272,9.601459149853351,low,clay,7.199096029463783,20.037012312182057,moderate,wheat,13.287081638817186,vegetative,15.978421419771763
+27.21607976011664,84.09920320276231,4.264697308910616,6.595527865651195,high,clay,36.65703046353079,11.694894642818085,good,rice,15.84131451517714,maturity,15.421367633752272
+34.26018544519483,84.92837925441091,1.8103979589842645,8.745667027196507,low,sandy,29.86286721110207,58.85749843036925,good,wheat,19.44985499690975,seedling,25.0
+32.08238441516263,76.59840446235738,13.9919290563547,4.0919559097589735,moderate,clay,24.54102148957964,47.655517545531495,poor,rice,13.40329271010595,vegetative,17.44435002496594
+26.14756765941871,43.69985019559863,14.43540554635619,5.32829597288712,moderate,clay,14.06983958185285,56.39354075569992,moderate,rice,10.61447203536666,seedling,13.307106110789924
+21.840666657041645,31.488559802553947,3.450634013742173,3.4717740859506696,moderate,sandy,33.09544466687521,30.62754331971442,moderate,rice,18.897902549918427,seedling,24.17686896575272
+39.92811250394278,53.02643582133743,0.5638063099307256,6.160821141033984,moderate,clay,17.38388508773445,53.46913751576004,good,wheat,6.039857636238427,reproductive,7.546899695102167
+25.654532555899323,38.4929310592694,8.165670264463941,5.968011440573322,high,sandy,24.312843438166823,22.81249609549069,good,rice,15.042819055665609,reproductive,17.341049661860197
+26.284675608241887,72.62325884629789,11.654374042660445,3.702505807692531,low,loamy,7.541831618993823,35.491740695377786,poor,wheat,8.564462298902772,vegetative,13.2963243649551
+19.090595529791727,69.667835209543,14.120048191343823,7.38241354972878,high,loamy,39.95359282257918,20.12397199270277,moderate,maize,17.6451788362305,reproductive,15.189103011078837
+34.87023871874823,32.63829849728729,16.198900183058058,2.9423223642033003,low,loamy,9.05166870881676,48.516858266790365,moderate,maize,15.66917404333962,vegetative,19.64958047552898
+32.34205564453721,80.19562674785706,12.210748546134646,2.493531608557689,moderate,clay,45.08778235099457,34.880100346652824,moderate,rice,8.671503321641307,seedling,10.811671322415943
+20.51924031971901,44.924595977470936,2.2176121719697006,5.079239749299089,low,loamy,44.0408578571552,36.81364691973909,moderate,wheat,16.172032116015604,vegetative,19.45391671682537
+17.059526140396066,55.93362452946253,13.651633442848295,5.27859822227764,low,loamy,48.69904661679029,52.97273148517829,moderate,maize,18.137132744508783,reproductive,19.361751605443995
+32.012482551867826,70.07602412734454,19.68353285789764,4.557924852211889,low,clay,45.87985592622247,46.96087087332447,good,maize,7.289927998782013,vegetative,9.371504143017937
+31.36278035702838,55.7651272111352,18.11169169194808,4.063573100626003,low,sandy,48.71334443973515,58.31329783663262,poor,rice,12.718812133827663,vegetative,19.257490894048
+21.831488174955236,56.477268167996606,17.433378185390254,4.710210760076243,high,sandy,44.92743098786196,30.26679995913221,moderate,wheat,10.13370685448574,seedling,12.390778492148495
+38.771589056260254,33.93767972014442,6.0434030671668175,3.307004591616824,moderate,sandy,10.062887226911304,33.072736123559466,moderate,rice,18.739873759160957,vegetative,25.0
+18.776447294522505,54.08661295560023,15.015763529080012,5.227619753063019,low,loamy,24.695683841435248,40.76693428798913,moderate,maize,19.52908706690264,reproductive,22.061445415926546
+25.80837002606505,75.89087359319902,17.02206891930291,9.23682698813955,low,loamy,8.427036281505554,32.66562257470931,moderate,wheat,4.764661592835845,reproductive,7.626997782233451
+38.59039800418997,84.91058023119587,13.566524092625263,3.795415049670706,moderate,clay,29.538419300570148,30.9807689834147,moderate,rice,12.329236635136963,reproductive,15.949526957259568
+25.493182923153057,54.80982822380231,5.01123513135961,7.475608834802803,moderate,sandy,28.83905426656336,27.02858709649753,moderate,wheat,12.024941809959948,seedling,18.045806832351587
+30.96314869160214,55.41514961274473,19.07667943749917,3.134276083182715,high,sandy,46.49802620523318,51.59421096635463,good,maize,17.767431553563604,maturity,19.380854209567104
+24.939859949069856,72.15762637941913,9.016388229173518,4.831252992081846,moderate,clay,48.63626353017425,36.67446818213495,good,rice,16.24448326331809,seedling,16.07821769716509
+21.85538005871675,86.56632006631659,2.596111173317588,4.56939824436205,moderate,sandy,16.683982107131385,40.37015645887837,poor,wheat,7.880906166347784,reproductive,12.60261773107614
+39.599441198995706,46.02365641436161,2.19555790114784,9.49623515526662,moderate,clay,31.20407823929406,20.203776695877263,poor,wheat,11.873651341288028,reproductive,16.14898134703627
+25.233350157876075,56.40865239227621,12.950379745980916,5.423856446414471,moderate,sandy,25.899880534382696,22.58882402055756,moderate,maize,9.42896400953286,vegetative,16.749644986055888
+37.35248009197837,77.75839461313807,8.754192928334783,7.523727550251071,low,loamy,29.60308286334287,26.989660421040025,good,rice,9.003993552085998,vegetative,12.754400830643563
+20.748865147277154,66.58161416244232,1.8896775035792723,6.8197024717706345,moderate,loamy,28.92776427900428,33.26844881540823,moderate,maize,15.426286828789408,seedling,17.18628130506286
+20.32761760062708,36.63518063783728,14.807291443121892,3.1282406022780918,low,loamy,46.13559841411852,12.196365180548463,poor,rice,13.18978677471004,maturity,15.829203326128928
+15.778352072112783,67.66396413373594,15.986503345172396,9.516323608244946,moderate,loamy,45.32565988635363,54.41956807936939,poor,maize,6.381758757067393,seedling,8.373678735065376
+31.291670634397125,41.204777075839615,14.508312615729029,4.766954334846106,moderate,sandy,10.523150687175423,55.18561272265176,good,rice,13.551794603647917,maturity,17.53514350273157
+24.21315859309403,60.61295604470425,4.045217553680258,2.358066846269198,moderate,loamy,20.529958028758763,43.08399600261728,moderate,rice,10.882330207286298,vegetative,15.324235176082537
+36.608956245990925,61.74619605962631,13.795509119921388,4.403549654753501,low,sandy,38.8748783116755,25.80264170779609,moderate,rice,8.797685215123199,vegetative,14.722951238930468
+26.83024766728893,82.5722017334991,0.2144560578877019,4.685069807058609,moderate,clay,35.77941976235284,29.265915233112995,moderate,rice,4.131004060917107,reproductive,4.329661405326448
+39.20483569786804,57.74965644074629,6.102242793568184,2.7419626190298176,low,sandy,33.4036650024286,46.702549943554295,good,rice,18.787771148223783,reproductive,23.279762944234943
+19.63813789257803,46.766545334153655,7.976430628150874,6.959819251039543,moderate,sandy,49.721469453342365,24.31455027401367,moderate,wheat,17.648569891857115,reproductive,21.507784442474197
+36.71557919889027,43.85798089296189,16.704938977710032,4.774113644332363,high,clay,20.16207757842269,40.44590113065176,good,maize,8.159885634751664,seedling,9.645795113527797
+34.41492131979354,82.45511260106016,7.807887461388086,7.033076850647767,moderate,sandy,28.186191760186677,55.31355390699627,moderate,wheat,12.45782140908842,vegetative,19.778700734709727
+34.2730461161013,40.2606512650937,0.2253889237879658,2.0539245087125373,high,clay,49.06176679630735,30.52239160288914,moderate,wheat,17.699483818629684,reproductive,19.09579867418799
+36.11958070292219,55.55211365298862,7.046928236560188,9.85638719192602,high,clay,36.29985253755109,39.35243819814266,moderate,maize,11.830588130693222,maturity,13.09781208538611
+34.02559977357497,41.23038689561682,9.978481967185743,3.364130868357453,moderate,loamy,34.19061224843789,56.42948935343989,good,rice,5.410914017721336,vegetative,7.49561977723471
+30.655508040785385,76.39824240686252,18.980095733455467,7.274647893639491,low,clay,11.963625802294947,27.02907829544844,moderate,rice,11.069694285084893,vegetative,15.661288647290744
+18.28112194205969,58.462358398477136,18.820686075790896,7.726274426236124,low,clay,16.099560655042673,47.98198727565252,good,maize,8.337915800855875,vegetative,10.114574697446736
+15.8131544872813,51.06862143340872,3.617480764428232,3.3728667979798086,moderate,loamy,21.986293522401574,47.75609279479119,moderate,rice,10.782990841495272,reproductive,13.418566402530129
+38.02119619539217,51.66597843758801,3.702930834789031,2.893698256819349,high,sandy,25.9181195163487,56.42475969026984,good,wheat,17.415763891340514,seedling,19.647602146218293
+30.41625786301845,81.13285240337876,3.26762912929101,3.2206175347584693,moderate,loamy,27.37446078673209,52.92946595915744,moderate,maize,9.949801108841111,reproductive,12.802418951072644
+34.91343227440441,63.22643725766629,15.778438648282066,3.974546046759557,low,loamy,45.59617316433405,47.44140917925138,moderate,rice,16.58975351364971,reproductive,20.02861415572331
+27.038058787813757,73.07207106787581,0.1204408073681273,3.3458569439432706,high,loamy,9.824539356902562,41.82577140521292,poor,maize,6.954972834965593,reproductive,6.082508727930332
+17.93270472405986,83.82231097504106,2.5435439638375468,7.391995415648653,moderate,clay,16.17586565227982,22.05941454990789,good,wheat,13.093417363463749,seedling,10.2020304813761
+18.12964480506376,84.10450056243852,10.75919263288198,5.366665629808538,moderate,clay,11.463521159679882,43.532433633397964,good,maize,10.24324819542866,reproductive,9.75127396608433
+32.13913218072429,49.71054326027179,4.95124133773531,6.3023327561229046,moderate,loamy,38.08898265889,23.82217330759176,moderate,wheat,19.542630812532813,maturity,23.50697876711528
+25.757647372486566,87.14707578878313,1.8471291647852417,2.378694310473266,high,sandy,48.67609104991074,32.00098026780946,moderate,rice,3.0129267467060488,reproductive,6.027545034159879
+20.013118167508416,31.492552920876328,7.197560246676686,8.889991704805787,high,sandy,45.228236152446975,45.48493184171872,moderate,maize,9.182337301716966,reproductive,12.782846331956591
+27.28986366853592,52.610133660969936,5.484152101204895,3.3645724256495377,high,clay,37.54853459624954,43.744712382847794,poor,maize,16.82744406784269,vegetative,18.397147557202675
+16.605223426878354,83.7479314505305,10.22208613028569,4.8812186516407055,moderate,loamy,5.968526187581263,30.059954644324986,poor,rice,9.655592641016495,reproductive,11.248867440949152
+29.549285047859968,46.478212789018976,19.58467187660392,2.575213118622136,moderate,sandy,20.616389149885187,19.133784298802823,moderate,maize,6.6976646147258485,vegetative,12.386791966438258
+21.724835110877443,46.38488701927911,2.4860927362983687,3.094345077186637,moderate,loamy,43.86281225012356,34.20712270435545,moderate,wheat,17.505728058058843,vegetative,21.792649316084
+34.93897751592971,48.15733710491333,7.454534096681886,7.326395279805292,high,sandy,34.38816142824214,23.498646023612707,good,rice,13.059367355499385,vegetative,15.912803224143524
+22.759048973089342,66.73880309081534,18.63970035744949,7.540696018045511,moderate,loamy,14.432059456245264,22.771723934666653,poor,rice,12.463051310869671,reproductive,14.668986048597898
+26.38050372704503,56.29996653686123,17.53746086987645,7.415723877002817,low,clay,25.991921060086568,26.33967927232824,good,rice,9.814149737348297,vegetative,11.82978724937158
+15.290513497702516,73.60409018120055,7.885420695685612,6.417094302768176,moderate,sandy,8.956315924027585,45.31188792428125,moderate,maize,5.679512915737552,reproductive,10.319698215292426
+16.81117219486397,83.69463855387994,13.979065290394727,9.620173312095254,moderate,sandy,28.436069145766485,34.86429159839203,good,rice,12.785073101743224,maturity,15.089889659366907
+24.81233891016712,70.45196249657164,1.757140271626911,6.057417286148612,low,sandy,45.54628014583235,28.658548841207168,poor,wheat,11.589759345427922,vegetative,19.464772373097635
+26.998470867928088,42.26800321185453,14.250821110872302,5.595296234371572,moderate,sandy,6.7423480851635045,55.02974070975881,moderate,wheat,9.835662907944574,maturity,15.54802054541291
+30.000513702982595,85.96091414163013,19.45715458969483,3.980364525737148,low,clay,32.62511862856827,45.33903371492133,moderate,wheat,4.307009093174456,seedling,6.536493335486942
+22.29156446773258,45.86957240084871,10.749763056683832,2.790796234132901,low,loamy,15.489621409949535,34.732641366563826,moderate,maize,14.066330693008354,reproductive,17.022004045551267
+32.37454715316356,38.99365771968949,9.969804540688283,6.38523943972943,low,loamy,49.56732824804851,31.064418141460585,good,maize,13.739521933990275,maturity,15.53473479124498
+36.503059929730114,35.398036731657655,3.746372394038207,4.519121493542625,moderate,loamy,7.929577431659071,50.944841560881976,good,wheat,12.504287308606116,seedling,16.039256872244128
+34.496274722333744,63.80302443996994,12.675763978145838,6.192203065524121,low,loamy,32.77811223877505,18.646224696373505,good,maize,5.235294030598944,maturity,6.513724179081828
+15.990470633708927,36.82574774883911,11.808745615578298,3.6489526260838376,moderate,clay,16.536680949161365,43.20769627185767,moderate,maize,8.148246436115802,maturity,9.169097716209196
+27.01267368144573,38.32655304675784,13.038661189515013,8.70538137766329,high,sandy,44.710837814656976,11.050764944903465,moderate,maize,10.987588663050524,reproductive,13.40742181866656
+17.623254460454373,48.0018288357298,0.5216657336944364,9.997577677272552,high,loamy,10.486840970257926,10.348035653154588,moderate,maize,15.486177793733784,vegetative,16.211843734481768
+21.051125396563187,46.89918058106783,10.974469766981471,4.579228080965196,high,loamy,24.316367576184188,56.58918465790706,good,maize,6.789407544740715,vegetative,6.686990939862804
+39.66656483167866,66.25437061992854,11.89869686994746,8.738620858082637,moderate,loamy,13.341269523323152,35.699428912058565,moderate,rice,16.614457457457107,seedling,19.227646426483613
+18.56238857253783,79.0047167683609,4.150602708256043,8.98388909113926,high,loamy,40.9749675074007,25.755871278181623,good,rice,8.425821791627943,seedling,6.6308125606019095
+27.472203836283903,75.68097937217354,4.166657149770721,9.968590310056635,moderate,loamy,20.81496048446348,49.73481021525231,moderate,maize,14.31681011357712,vegetative,17.051211720300277
+30.45389335795298,45.749067282988605,5.524363370218996,4.741761038223835,high,loamy,13.402093930528691,59.24140029878912,poor,rice,18.927816173632987,reproductive,18.649521773236472
+32.5616242636026,44.7186298791588,14.234431834544752,8.048331149712846,low,loamy,37.6655480634484,11.720689570976708,good,rice,15.141125631757095,vegetative,16.31735902796752
+28.991217087172853,87.94749180641806,12.125321270647431,3.8304720291358834,low,clay,41.774779302408334,11.89803471232644,good,rice,4.1774750474287305,vegetative,6.00678995391898
+15.244271185479592,30.49417449551761,16.915252922356093,6.998368010337146,low,clay,25.80779693163391,52.73910261818653,moderate,maize,9.39925393800334,vegetative,13.83615098759362
+23.1615327060998,82.78323198361295,5.913171436861964,7.638740555782701,high,loamy,22.04822310165298,37.83573998822554,good,rice,12.828733128539602,reproductive,10.30215932564874
+27.942791084617788,41.983711147344295,18.241361197766366,7.928965540280771,moderate,loamy,33.446488656969024,54.13708708710409,good,wheat,14.4453006098065,seedling,14.480434431846216
+17.196662478620834,86.83705938538607,14.874123239667169,3.657377348675693,moderate,clay,34.312846502262815,44.73215384869011,good,wheat,8.861942529964356,reproductive,7.467534743409996
+23.76567328022952,50.53843708965118,7.900233400273939,8.789804563969557,moderate,clay,34.733542803629945,33.52928257752613,good,rice,10.2884944584446,reproductive,11.01005753046222
+15.830077719784164,56.42110643359514,1.9052413125091183,5.367774883140335,high,loamy,17.40909388861735,18.0672962407574,moderate,rice,9.39178821025156,reproductive,9.688144093013952
+16.964462428875517,72.42723683666286,5.1396732497496505,3.73095614187644,high,sandy,47.35861126769634,29.49305734859452,moderate,rice,14.865776349613457,vegetative,19.71194901405877
+24.9230819050399,65.26014308839562,19.13536434429701,6.3402487069752125,moderate,sandy,14.604991148468082,49.35725462793511,good,rice,18.530972826052768,seedling,20.54721890441587
+18.31789385107651,49.07635978240937,6.207267517681587,8.906857036855538,moderate,sandy,21.837122414968864,21.69587748080822,moderate,wheat,16.230108391356893,reproductive,21.96494536238735
+29.188521206538955,63.22985495206941,6.598019202981289,9.73670327822491,moderate,loamy,17.76622740510614,45.61832469954632,moderate,rice,7.473730622474725,vegetative,12.777681138760189
+32.236624228431644,73.84241306177317,3.79177862195434,7.985662573822995,moderate,clay,46.90055786761386,22.36722895633341,good,wheat,12.181790387996632,reproductive,13.638660083558104
+35.01466747772707,32.54009675414952,16.13701202277531,2.0449830901708994,high,clay,42.27665641152366,33.17671890815174,moderate,maize,11.128126031789348,reproductive,11.171942255035107
+20.003756106120253,30.67195831534225,5.512884604845548,3.077606083727649,moderate,loamy,41.50723717786394,14.271600215545115,moderate,maize,3.263980312118825,seedling,4.054008441381488
+19.187064556476745,57.48401634437348,6.605164967377113,2.610191891510926,moderate,sandy,5.21195368438039,32.749922936894755,moderate,maize,18.952501999937223,vegetative,24.529220931225066
+17.614196008360008,37.91019706821085,8.286962168632533,2.809709943951078,low,sandy,35.86552250937444,40.6351272154521,moderate,maize,10.921395414250943,vegetative,16.767691483727127
+30.91075623859092,69.86065748788286,8.674565595492194,5.064279648158201,low,loamy,15.362316280791026,38.16590208050983,moderate,wheat,19.033690878209423,vegetative,23.618601295355408
+32.66189316217253,42.84314737364605,8.226815808300433,4.707946518629022,low,loamy,48.54849157369848,30.32332571981537,good,maize,14.291292204334226,maturity,12.900492324686766
+15.789653620641053,55.97106640774025,10.074873907494572,2.9094798501464805,moderate,sandy,28.883813361595934,28.484763786864796,good,maize,15.0392671964553,vegetative,18.275403307817434
+38.40530615609224,41.860256212456136,16.290257592328064,9.057882812913991,moderate,loamy,30.41163506299752,23.769937873794014,moderate,maize,10.2587390499948,reproductive,13.450811518681755
+16.29928209128681,62.90901514494747,16.38570081484044,6.923420610658882,high,loamy,21.041727117048527,48.35520328537036,moderate,wheat,17.585643878561847,vegetative,19.57196834965204
+28.53240838252676,36.963207563074135,15.966262675266938,8.371706471651592,moderate,loamy,29.15287800360851,49.131904884612325,good,rice,6.152391496583034,seedling,6.829665432670149
+32.72651298627291,31.386411167248816,2.02249678232975,4.972395110843447,low,sandy,38.738173443086495,34.151377496688966,good,rice,19.305686714587637,reproductive,23.95152880832409
+36.77422809365214,33.06789828640183,15.99357606549628,5.281888130300543,low,clay,30.28640693424448,29.128088244726456,poor,rice,13.477293345898204,reproductive,17.922825966221826
+32.85217330331069,87.25550649091859,2.405035469731536,4.540969684293824,high,loamy,33.85683004512606,41.87114861513543,moderate,maize,8.64986077601103,seedling,8.265778829478966
+35.04320207674479,38.53717311665615,2.49447540104516,5.507412896787929,moderate,clay,26.261063507970068,37.88661610475857,moderate,wheat,15.56905771018794,vegetative,19.67908122304457
+23.486254813570152,72.50869518821011,18.957255432699217,6.883018098840429,moderate,sandy,37.23798698252734,43.362773320482944,moderate,rice,15.667584076809415,seedling,19.185749796930587
+35.3706278436628,34.07557225336957,16.387956894110825,5.943872062721932,moderate,sandy,45.48015576897694,25.30077661053365,poor,maize,16.167572645396614,seedling,22.08619835069365
+17.00287115961688,36.48962113411093,11.048209337360174,8.703336049507602,low,clay,7.297303995993433,49.4174779643548,good,maize,7.989056347131739,reproductive,7.172866689855059
+37.37041640151319,60.53257508456008,17.499404089557242,9.201113348878591,low,clay,9.82834388067542,25.837140542604505,poor,maize,3.4364602260300368,vegetative,10.22953495805503
+28.689809403843405,57.89225580926062,19.787292851037257,5.757470826940794,moderate,sandy,35.85241015265396,30.93616359373301,moderate,rice,18.116690347762265,seedling,23.65003068337262
+35.43244424906234,87.09481856639218,12.212841332635552,3.9179838427891953,moderate,loamy,21.99669868717688,16.62113641025332,moderate,wheat,16.55816868754461,maturity,19.90444924618305
+26.307957112957503,86.69012718124424,12.25796873963036,9.561539355674473,moderate,clay,17.67282970971166,52.76846611464595,good,maize,9.832203598837228,reproductive,9.241526970612773
+31.089442379913123,76.77651855254791,15.08854058319856,7.880309144407382,moderate,clay,13.036697755806026,42.213687318549326,moderate,rice,5.825754287352247,seedling,8.117765011986107
+28.160066523402836,66.12610980764099,4.642779047306656,7.121016688431039,high,loamy,30.768632454707745,21.764352939520663,poor,wheat,10.96997992785128,reproductive,10.81746902932221
+33.2897380438833,57.29761904358066,3.342497230375987,7.963309868991807,high,clay,20.63895780157761,52.58590269011557,poor,rice,8.198017978778495,reproductive,9.145066581802816
+17.04074955076474,51.37071205970526,15.19161500030145,2.607854259175383,moderate,loamy,27.85823717501232,45.2396503991006,moderate,maize,6.298957136789726,vegetative,9.871258566677518
+16.508802099764097,86.82525281853333,6.898095899882046,2.54101062110138,moderate,sandy,48.13525526962165,32.10901277511247,good,maize,11.26477559060116,reproductive,13.193590189853284
+21.177580850253666,66.17452868548114,2.70140712611868,3.224965220647899,moderate,sandy,39.12204405496169,59.49214156455934,good,rice,17.104638260904338,vegetative,21.852293595271394
+18.98861700282971,64.74435166115967,6.297554518354995,3.1796077395242595,low,clay,40.8177891173011,26.860487503051765,moderate,rice,12.888704905314384,seedling,15.268829814499789
+36.794589164805046,43.914067306134896,7.172737357491508,5.365363798795236,high,loamy,10.588905637836117,14.977478336827335,moderate,rice,11.286281954667633,maturity,11.610039807378602
+20.480349683951108,32.801869073106786,19.30455319011381,3.2592326582829134,moderate,sandy,19.62411434586012,46.672952419113095,moderate,rice,19.89915471289808,seedling,25.0
+39.39663139547828,86.71131478557265,13.959194221758464,8.836205154132772,high,loamy,9.780596241029103,47.852451988861006,moderate,maize,15.925264718863271,vegetative,19.28849743160907
+23.422394794277672,48.82411553067924,10.61712634799468,6.624775447424207,high,sandy,48.58344185693289,12.948255301777348,moderate,rice,5.2426830697123705,seedling,8.845407217809932
+19.55294789221748,56.55534139946752,19.3774627736521,4.946095170802011,moderate,clay,35.69844268099407,50.97095610019438,moderate,rice,10.086602569908672,vegetative,13.164152385458156
+34.74246267856198,36.87839661514241,18.062794809483613,2.5569803058021368,low,sandy,5.86552268769161,48.79707569367466,moderate,maize,10.904436684829788,seedling,18.043050849452047
+31.467694387521902,80.21545979455752,10.240017132283194,6.728222367673001,moderate,loamy,26.39771698195111,56.47981859127924,good,wheat,13.379365581608608,seedling,13.586615097669588
+27.454892911328475,31.65790997135584,18.113592707539613,2.93226256473701,moderate,clay,16.858653644787292,15.92745612764442,good,maize,14.589995642047922,reproductive,16.019814895265792
+28.88408877344078,80.0394457259458,8.086093161253132,7.94576200322085,moderate,sandy,29.29814830701828,40.04047791404504,good,rice,8.534115399770172,reproductive,12.61973140158187
+32.9800444568066,38.41710076727801,4.608413307132492,8.422064773950572,low,loamy,13.039595891233864,20.971127081168454,moderate,rice,9.245533390024296,reproductive,12.31580291548008
+20.711368533282467,83.19384675786912,4.653563536441703,6.351810063678729,moderate,sandy,7.558497078424593,29.972097652551675,poor,wheat,4.759004022841417,seedling,10.024297050368029
+39.90834790141855,73.78635824016945,13.246310488842534,3.19682287312686,high,sandy,19.54298895252422,23.254541455121565,moderate,rice,4.518424739398975,seedling,9.87627021008108
+39.36982905366958,39.88021575043831,10.021406414145542,8.294901789923724,high,sandy,18.297819981712507,32.464885100202466,good,rice,15.885563014048952,reproductive,19.607655295035052
+31.258142158673422,63.949079571568085,13.179016940108934,4.462622314074672,low,loamy,37.2633613129118,15.643816421047209,good,wheat,18.74294626586613,seedling,21.505308104708103
+19.988561273228623,48.75937886131317,13.721519285243398,3.781225142027679,high,sandy,26.35469865992908,25.17577539296439,poor,wheat,6.345979266503086,vegetative,10.4566196558567
+32.00570606078229,40.69398593469501,0.4464574579543523,5.7644531281474025,low,loamy,18.109751150011263,13.545936433993148,good,rice,18.69275367333036,vegetative,21.719007582925627
+16.804960224479395,81.5509319646665,1.0807918469580469,9.381169931063344,high,sandy,30.66937332928073,34.59159940255807,moderate,wheat,8.843339459517706,maturity,10.99407652513931
+15.766312555145152,54.21136599043376,10.653554531824998,4.378986336596189,low,sandy,8.209282470405835,24.83416048240847,moderate,maize,17.972930705515374,reproductive,21.83212619874442
+21.442072212780342,53.91262286192295,3.820709555201538,9.244628007780962,high,loamy,34.80586752891875,39.5154275907381,moderate,maize,3.442801442003515,vegetative,4.683273710961995
+26.565573918482908,40.1932004883972,12.650675376088794,2.429226469918623,moderate,clay,11.628021504491477,32.82230907100841,good,wheat,4.53986680726684,reproductive,3.828691205315337
+36.70681263520952,52.983940565146725,11.04371478341296,2.6681896401435745,moderate,clay,17.58647161944009,22.192654478383997,moderate,rice,10.390381900466425,reproductive,14.309678345167963
+33.1792267441577,82.29701077973101,11.715207167417825,7.588488201081976,low,clay,17.695529922727403,15.147010929796526,moderate,wheat,17.415417067572896,vegetative,21.80196758911222
+33.56766302999952,51.78772262937815,6.049107596620214,3.5247412915854044,low,sandy,25.96333639294883,47.66583442035187,moderate,rice,10.636694034484892,seedling,16.41880815409137
+25.637333361201883,87.09621374998729,12.796870125557934,4.532965465573003,moderate,loamy,47.892081489347696,41.656627704288695,moderate,maize,17.271461199875308,reproductive,17.946210704259716
+23.648374813674074,86.77853395250324,16.58985272970046,3.0909838478446323,high,loamy,19.609666269594285,11.646499815978007,good,maize,8.79290836179076,reproductive,6.398703086065899
+24.27596907461507,38.69391955844076,19.961425071844744,4.657986153060387,moderate,sandy,17.659484081192282,59.46827799853072,moderate,rice,5.251891484000115,seedling,10.529340109816156
+39.69123909340145,40.63867521135869,16.768887723444287,4.243679951139707,high,loamy,12.596089338347175,42.12451372988102,good,wheat,18.732719604521467,vegetative,19.59041525874432
+16.002729785312063,81.76044421991335,11.149975193598948,7.890701111911869,moderate,clay,22.63860050387768,20.35903933682315,moderate,rice,4.300547433209868,reproductive,4.915371681418432
+36.675787403061214,53.56565513548316,3.868591833599131,7.616187105512351,high,sandy,13.19185003426568,52.02484365369878,poor,maize,15.021296263916648,reproductive,18.718475657975915
+29.466885214309837,30.26243893698056,13.628917522396415,9.639417411426924,moderate,clay,11.199620134203371,54.10503609033231,good,maize,18.010836172478676,maturity,19.051390441509017
+25.96538547973976,46.43230918232226,18.753075711159564,7.795373481384327,low,loamy,43.58113726166535,38.68426983956614,good,rice,5.039341160769894,vegetative,7.491629441819219
+33.13144151037841,65.8577395917336,4.237330794646049,7.558542024171079,moderate,clay,7.3687430535365905,54.2786098938097,poor,maize,11.825125784541708,reproductive,13.13365092211579
+27.16672353561757,77.95595795759809,5.119912410531542,7.553631112501214,moderate,clay,36.987130375699344,11.45858817116396,moderate,rice,3.8981034228855935,seedling,6.68385819466041
+36.83558095204151,38.00331702559557,2.980170868233023,9.063739645185407,high,loamy,14.1156905459032,57.25833555836868,poor,rice,10.801417313013417,reproductive,9.640174581350262
+37.51754660028146,36.63248186500413,14.734432872528034,4.369893863004401,moderate,loamy,5.527176047958287,12.860180704346776,good,rice,16.38535897908252,vegetative,20.484885308037317
+25.543023171836385,85.3255592143399,8.131230068473185,4.400736873550434,low,loamy,40.78152314586318,42.11950319802189,good,maize,8.168166231617114,seedling,9.4090942690415
+21.920694930876287,75.06890206935496,1.2539127777276815,7.929710477639494,low,sandy,36.60284836505856,27.294731846990004,moderate,maize,6.96536391554379,reproductive,11.322707643543554
+29.808758214834057,65.3867760466847,17.498999829805605,3.8296410972010193,moderate,loamy,20.04345078684534,11.965617572308265,moderate,rice,7.278242764874533,vegetative,10.227222321936113
+37.80908364041727,76.15120739975569,11.153438094051332,9.29616003318376,low,clay,8.569964025071311,56.46441534675899,good,maize,16.45134229032311,reproductive,18.75970256386641
+20.266554725141663,55.73126167839831,6.621885840007115,6.278253800695088,high,loamy,21.2302203664004,16.767882962770372,moderate,rice,19.553190683364008,reproductive,17.409035548654852
+30.57416458908707,75.5073448385476,6.879659521221939,4.400999424742654,low,sandy,13.159741113582282,52.68720937119895,moderate,wheat,6.881774263831943,vegetative,13.847283537394665
+30.78900550231301,52.30817947647215,5.805024403818136,8.20879943751986,low,sandy,46.962659901720016,26.517250450798475,moderate,maize,4.16722041069284,vegetative,12.860657234327292
+33.327825560382024,44.64567434955615,9.109603447852836,4.498565039002369,low,sandy,28.833039601465767,47.05820013686283,moderate,rice,5.140217758306074,reproductive,10.91540692634194
+18.289192128181494,73.74080527757812,6.740833769762899,9.706226536574974,low,clay,48.37296369771159,22.71103949040693,moderate,wheat,13.680160454602731,maturity,14.79261870350673
+32.895624117052215,55.1803375294361,10.958926081412187,9.86391367779988,moderate,sandy,20.809135485519235,39.17169688638282,moderate,wheat,14.493817696930074,seedling,21.463310711497748
+37.72581301664103,88.8826262595717,15.470345045425884,7.334369935729569,moderate,loamy,30.040826840347933,49.97769035724695,moderate,rice,10.63831730900545,vegetative,14.002831875374175
+19.492077721756047,50.96911093848606,13.489225668887473,2.909071118001834,low,loamy,13.555554354284876,38.3089915165066,moderate,rice,4.348664014743344,maturity,5.837123506529791
+20.93858312309694,85.30364523186395,5.889137855082343,4.10567079946634,low,loamy,41.3793092316888,25.327628182148267,moderate,wheat,18.777510109058632,maturity,20.024518079955534
+39.28487735104099,85.97775291402476,10.574820230795584,6.123335697728443,moderate,sandy,6.849514056623891,21.671786695561643,poor,rice,18.809244889676577,vegetative,25.0
+19.524423817737244,44.51117682388477,16.802523198245016,8.811579600783853,moderate,clay,36.30269403212576,18.740279839087734,moderate,maize,9.690618799429735,seedling,10.57524316811655
+36.35962733423948,77.8932708952808,1.3641246948545094,3.479091975536229,moderate,loamy,22.62470415615083,51.94062610216235,poor,wheat,16.956357537715572,reproductive,20.816488962584863
+27.30694641120087,55.98447030867391,1.5659453397380951,2.8352276721114587,low,sandy,31.028709831128477,40.54713125671532,good,maize,18.27600460803087,reproductive,20.08837149583107
+21.180776860079423,85.05148363382088,11.123401360995068,2.5958198655122846,moderate,clay,31.65166107124563,35.43389623787257,poor,maize,11.636833951331054,vegetative,14.719602483730643
+36.76874753181279,57.007456358114325,12.782302567796064,6.055740498880375,moderate,clay,36.985780136044255,22.4790341914368,good,rice,13.225221489483877,maturity,14.127638627432518
+26.13263137506664,74.65822304024196,4.228260315518082,9.077607756757647,moderate,loamy,14.19179914540668,31.687662427033544,moderate,wheat,15.462647369079088,seedling,17.521044916127238
+27.870433848242257,58.01804454982787,14.90440253383036,2.338873941151139,moderate,sandy,28.91236645470341,41.00314041773281,moderate,maize,18.1523051060094,vegetative,24.831510720589712
+23.98083423499414,43.66804534277137,12.925267540814549,3.6985722719482768,high,sandy,24.21166713770281,13.594082675602344,good,rice,4.51483959936302,reproductive,6.150511948207508
+29.823771285873185,41.961007736681175,18.46578536472573,7.546056126716014,low,loamy,17.698149898716384,28.035746828997155,moderate,rice,3.9003006438101457,seedling,6.405338293588301
+19.08809681462557,55.52587165538073,3.3790840371707342,8.606907481149722,low,clay,27.307752024403683,21.975182587390748,good,wheat,14.475848894359835,reproductive,14.364199717385445
+24.77703841629402,75.3296794208529,15.027485307160212,8.459196234393357,low,loamy,47.84067703629883,42.32574531310888,moderate,maize,3.8104153045084175,reproductive,5.42841686445129
+39.23530805838219,66.30428911084601,1.6728618116653404,8.280544458562648,moderate,sandy,47.69982262305601,40.31345039809967,good,wheat,4.77543628911586,vegetative,11.631388769515189
+21.45333581752819,71.3177573940326,11.305848190357947,3.03839840650672,low,clay,17.54677939827841,24.970774732258548,poor,rice,10.180872616081542,vegetative,13.819286604962231
+31.418416613532305,46.93958104391655,11.037902789982915,5.177900657463348,moderate,clay,44.7893224205903,12.081536105343258,moderate,rice,6.097912414225928,vegetative,10.83399546768174
+23.12975160561737,58.88612075745633,7.767700892934812,9.877957302653972,high,clay,44.45396642242103,19.14063754033912,good,maize,18.280223901888476,reproductive,16.314298024592606
+34.33682814216502,32.66371589815962,16.891422953371343,9.911100572704704,low,loamy,16.2313091420574,18.00310377974548,moderate,rice,8.636856450759332,vegetative,14.753525980298114
+18.271841517958745,79.05194495748724,0.0874128957202446,6.819419135633503,moderate,loamy,31.9527835890373,38.41971674811885,good,maize,12.818251577872829,vegetative,13.424874896159547
+39.24552612696362,89.39352973439247,10.403588037970415,7.674137637769074,moderate,loamy,44.14710916752912,18.464572817718494,good,rice,3.167382441749455,reproductive,6.863397186423354
+26.34473853459098,54.41274375748026,4.343070996703748,9.610270370282471,low,loamy,28.174766087831145,34.11671771364491,moderate,wheat,11.728240908417956,vegetative,14.942088149720869
+20.9012615836616,30.6578191878926,14.869972382328658,5.599422889929683,low,clay,21.639626010545324,40.72644186615908,poor,rice,16.770279472483445,vegetative,20.07103078236201
+16.837418683250316,40.187558373056845,0.8613485261219433,3.094934863070346,moderate,sandy,34.28534436094428,53.97827914998567,moderate,rice,19.46210779634408,vegetative,23.91769858668451
+19.24394762718852,69.15161266502514,16.631093763631554,7.351591004128625,low,loamy,12.759127854942664,22.251378148669502,poor,rice,14.538732319213064,maturity,15.468804568662872
+27.994348713900443,66.72475909223155,16.76184453413903,9.680818439204188,high,sandy,12.277912173346555,19.29564681246316,moderate,maize,6.444661669981466,vegetative,12.457849544230312
+23.42507941078216,77.27188317513264,16.657320248070057,7.577648750930355,low,sandy,42.46907592984067,18.66269165665301,good,rice,9.171631259135102,seedling,11.280522136419863
+35.72208414706523,45.23304065766409,3.051370534653397,8.426569016189902,moderate,loamy,6.884371217215659,28.021465475604117,moderate,wheat,5.666717200940313,reproductive,10.152733416400316
+25.772188091545143,75.81791493282805,12.6081303712209,5.381990431764921,moderate,loamy,41.16334906515872,42.45906096592704,moderate,maize,8.742836891806842,maturity,10.386572512792016
+21.217856814690748,71.27904129142019,0.2873471836677921,2.771705233158809,low,clay,18.07223711418192,43.59312103598655,moderate,rice,12.54221746013934,seedling,12.538701832070217
+30.42862466510075,49.36886986283059,16.959251825783998,3.3510566924138665,low,loamy,26.740512092841453,20.548095032831213,moderate,rice,11.285327238291174,reproductive,13.00054717799389
+32.669430422136145,62.72928888341772,14.45950387017241,9.861238635483817,low,loamy,29.4581774771568,16.5616725930419,moderate,maize,17.852882751508073,vegetative,22.96213809047301
+19.176047697523742,38.836428509899605,10.623074617985054,5.9454745359543,high,clay,39.51811730573061,32.43389668642849,good,maize,6.466964126353032,vegetative,5.9634901831840175
+19.190480407207943,57.15387020613496,14.611828661932345,2.096164721417999,moderate,loamy,44.77360939445119,17.059564097814626,moderate,wheat,10.372153246514484,vegetative,15.328627371483217
+15.916785673338577,82.87184037333846,1.8864819330354443,9.64293824584939,low,sandy,41.19008564284095,50.64603724748708,good,wheat,13.745413402970556,reproductive,15.314467265532384
+33.41005037664101,55.271482789523446,10.573116643537126,5.982239295768424,moderate,loamy,30.75546988762059,14.194072374262536,good,maize,19.678700980439128,seedling,20.85504785734117
+31.595113190545128,80.37400238852533,5.825529836328909,8.690147186334702,moderate,sandy,20.66061516572148,47.60466610898799,poor,rice,6.634992690194745,seedling,11.356191561110546
+26.865771893745347,65.41520191558166,19.45238926445946,6.387665136295148,high,loamy,28.69510212313943,12.132395775889869,poor,rice,17.162437628018182,vegetative,20.11295168120352
+36.10426122422993,41.51260278614141,17.142359012478035,2.8136182693980887,moderate,loamy,6.350975808236235,50.349205799749726,poor,rice,13.501993468523,vegetative,17.203464516758856
+35.14175382375133,64.8663746818738,14.665513916679538,6.924556657055573,high,loamy,16.024105185788102,41.35758377949165,moderate,rice,5.276046627873094,maturity,4.079761769802991
+29.6338591099188,60.35899974942381,18.67495270499464,9.979202210556874,moderate,loamy,21.476991464941065,26.11865529291431,poor,rice,16.327040449413992,seedling,18.148460614804204
+36.70678201283147,53.91848011178304,6.936866091309475,2.277902261167545,high,clay,19.388953586817685,30.275924738230707,moderate,rice,5.973451723470832,reproductive,6.888555648090262
+20.146030250919207,37.17782637096422,18.017597979763625,8.734353580120352,low,loamy,9.281612332902055,43.6808620278656,moderate,maize,14.895728949620656,maturity,14.84398050816904
+17.7979904849432,55.00251983083379,6.504764642134207,3.88384636520612,low,loamy,7.2839336636320064,19.281407200065686,moderate,wheat,7.09019341675458,vegetative,10.7492516350539
+21.74374028792474,34.36574257437763,14.65593439382306,5.150929781697485,high,clay,23.93216508083688,54.516033454471845,poor,maize,10.961739949607145,maturity,11.499967166466371
+16.427171402232872,35.92614308392508,14.728338235528982,4.981676094183163,high,sandy,8.365988898420044,34.14435670959473,moderate,maize,16.315693832411775,vegetative,20.245504938436927
+28.2792382000258,54.95499197596296,0.3669975290818694,9.190377554152956,moderate,clay,17.879362634369024,48.006974719733286,good,maize,13.782478947753315,vegetative,15.878996384056643
+38.41514230737404,48.32288891810782,7.221193965563904,6.035889510654705,moderate,loamy,26.367154643898186,35.33480128872178,moderate,rice,15.585794808337074,seedling,20.40648056400389
+15.98358851671274,85.53265955173342,0.3886534481699577,5.57739429467542,moderate,loamy,14.44825721111815,32.6139614232484,moderate,wheat,16.657755113151868,vegetative,18.28803752575424
+18.052747850250668,52.54234832281623,19.94184035220497,8.544200870694212,low,loamy,8.579071685550826,33.48077811788037,good,rice,3.590853609919785,seedling,3.901784910886572
+26.30497570708588,75.471487324326,2.44393523658476,2.391257074439582,low,sandy,24.445997179060683,28.15623553867221,poor,rice,11.169836501580315,seedling,15.567871232772104
+38.34687543819762,61.814851581974565,10.856217912962189,2.6916505207617902,low,clay,25.181442432138645,46.63770978352796,moderate,maize,19.7557595634749,maturity,23.15521961562573
+22.90390262441876,72.24514011854012,15.811124775252743,2.1735108550103144,moderate,loamy,46.20264333479241,52.30762218707828,good,maize,16.52034771874984,reproductive,17.377109378670472
+27.68087021720981,45.60695898092395,4.025272045217849,7.503863232060405,low,loamy,10.75269391594102,52.719833215312605,good,maize,9.218760423926334,vegetative,12.35030233764751
+16.0393214762598,86.51429837029974,9.701053361909452,6.20492909663345,low,clay,32.67479199549328,16.057285696703858,poor,rice,7.845389838960382,reproductive,6.773125420092484
+18.70858002405222,61.80530981486544,12.148575218423016,9.008177006946262,high,loamy,19.38661548644169,48.06839526753143,moderate,rice,14.98178543471683,vegetative,17.14812659855667
+39.665753073971175,79.87944427711497,3.204095087910908,5.988263223780845,low,clay,10.561902367861467,19.997730985263885,moderate,wheat,5.331839291152586,maturity,6.581695336675967
+39.127967410901135,51.902741608566814,15.57110919823077,3.774556582095953,moderate,clay,22.691619804886376,10.608917251228636,good,wheat,18.00600630770568,vegetative,22.562823012439416
+15.12349952336024,36.01268094303147,5.986729143787306,8.441178984835329,high,loamy,24.257191341389685,23.77295176396233,moderate,rice,4.391768546415543,vegetative,5.995507602361765
+38.79529463558097,70.42269886325093,4.220461526776806,4.354590833860983,low,loamy,21.360403143084334,24.64342991159789,poor,maize,12.50478440503332,seedling,15.395534320727815
+30.97799844538751,30.465578900245468,11.165774928748338,9.485518257217672,low,sandy,39.457973342089794,50.489452704171406,moderate,rice,17.396312592507172,reproductive,23.652460772023534
+36.69795736300056,58.517578593930494,8.206272552858758,4.003391102817924,moderate,loamy,42.76429114792713,47.11981576213849,moderate,maize,15.23951829667644,vegetative,19.209884582851867
+26.36849639084648,41.56811415998756,18.405718892728355,3.3417652229622945,moderate,sandy,11.692929279344783,14.234228514406697,moderate,rice,11.254377274641865,reproductive,15.141621889119888
+27.889900714481257,67.64253026612172,17.601253963963078,5.946591932085503,moderate,loamy,12.555728223333514,26.29806538938597,poor,rice,6.901255471852352,reproductive,9.566420271379968
+27.221164506423005,88.76519238827113,9.667013267777664,2.404120943761946,moderate,sandy,23.954791916449743,22.564992334008277,moderate,rice,13.2062545507085,vegetative,19.7070490211364
+31.67160643865261,57.86417437923876,7.185275494511951,2.291293827860941,high,loamy,19.408503249569232,39.77275938930167,moderate,maize,19.42718395723916,seedling,21.50919308865086
+18.49128136890782,79.04989539153999,6.510359632625304,5.968116362043664,low,loamy,41.88081224265519,37.07559866256983,good,maize,4.621304843376162,seedling,3.817273522355152
+15.749339746816949,60.46705121706727,5.351272461630147,3.720855046358301,moderate,sandy,49.856504140174685,43.94564027886035,moderate,wheat,3.536114346339868,reproductive,6.48336762011118
+22.69824853977977,59.75040186624145,10.890957074249544,2.0748211071614504,low,loamy,13.149966714550798,55.53649159924952,moderate,rice,10.132675197922836,maturity,14.44647133344698
+32.61701906841617,85.82540959072668,16.09957209469087,4.3684552914521735,moderate,sandy,39.31448678779113,31.05367787920494,good,rice,13.05043014641764,vegetative,17.53003221701678
+20.04633630307371,83.3979521248009,6.215132164071155,5.818938830772735,low,sandy,32.32610672974863,42.79620054497386,moderate,rice,9.08697128597936,seedling,13.407605677567492
+31.83581083312293,77.14802791127846,3.80188179376163,5.154309611683385,moderate,loamy,33.99908299857566,55.917624586950026,moderate,rice,15.201293447382817,seedling,17.72084507610848
+39.24780115268176,47.77534519900705,9.509676123665736,3.083755729283385,high,loamy,16.899866105174894,37.08402922152764,poor,rice,11.888285080442309,vegetative,16.04886685990662
+17.34751789473546,62.70050494343644,1.3806883359533306,6.63739862265582,low,sandy,9.373829996260486,25.41404900251228,poor,maize,8.901274379888193,reproductive,12.671968306895783
+31.81505295562816,43.4338339983411,14.025580122594135,7.682663929181096,low,loamy,29.44652476555966,30.14500772044783,poor,maize,16.500048071792044,reproductive,18.973628815698397
+26.09375548261428,56.63500188279239,10.367165326038672,7.404313297306363,moderate,loamy,32.60776320067289,47.7306828328962,good,maize,4.6898082595224535,vegetative,7.08362438465602
+36.703556359437634,59.05278394558744,9.927496159457084,5.15009537026618,low,sandy,48.33720229471116,46.00055790530006,poor,wheat,3.6810401751698048,vegetative,13.56157604595707
+19.428744736184647,79.89840241015986,6.008907591000449,3.100769209368912,moderate,loamy,35.38539788399946,47.420770084327565,poor,rice,3.96604694423976,vegetative,7.975403496527941
+32.315648805654114,83.76170191949959,18.09346875063473,5.995894187925781,moderate,clay,24.965793507718463,47.16484451386712,moderate,rice,16.84192684886,vegetative,20.382381374391368
+35.95288224120276,54.87720374378867,1.809725836991054,9.12345403949666,high,sandy,49.730050795504255,56.02294493449808,poor,wheat,16.568256977754416,vegetative,22.0862617752945
+38.61535548685058,31.062266704394236,17.396480177740628,5.749782791529863,moderate,loamy,21.795753869487623,48.20025729197376,poor,maize,17.123197412275758,reproductive,20.5428606174202
+32.081200707241145,81.70643038736128,7.534104048318452,3.565448397932701,moderate,loamy,12.315132583940272,52.771854306152775,moderate,rice,7.823141304104599,reproductive,9.31847948502518
+27.42936910021068,40.45672071008164,17.612470319500446,2.744426424749843,low,loamy,32.80910237530962,38.68558253080116,good,rice,11.356323325480716,maturity,10.587635716331336
+30.446181005030347,67.31291783342361,14.575229166647672,9.551413104791036,moderate,loamy,16.98127850398508,42.2085693370888,poor,maize,8.435157626069474,reproductive,10.125969457914827
+36.72262461196796,31.49825402604787,2.083414533240766,7.944075271015319,moderate,loamy,46.49921766052964,58.38597370096264,moderate,maize,12.98487442360039,vegetative,17.43100169822485
+29.265243665970743,53.97038851563386,16.630725730187073,4.503735781603859,high,sandy,24.254076401248977,53.51504379923774,good,maize,17.369652476725378,reproductive,20.8328670996038
+15.75967649242092,89.157618126921,13.643536673990102,4.362819249641396,high,loamy,11.7327357446331,48.86801203183137,moderate,rice,3.338603239457712,reproductive,2.107360701336991
+38.273717387674445,36.04161606622819,0.646038258306969,9.16174789378078,high,clay,11.37337565743166,44.27573211721938,moderate,rice,12.68600119853755,maturity,12.653768794774644
+32.23816877578903,55.421589119978535,2.674053642193399,3.420545878477209,moderate,clay,34.23377327045316,27.925911888807683,poor,rice,6.418099014502595,seedling,8.779506563297035
+31.912834644431165,48.42899701139713,12.712561116713903,6.280298317252356,moderate,loamy,21.46537885903628,37.406278187773154,good,rice,17.79065463378639,vegetative,21.4362387305288
+20.39187880994293,84.30528740329586,13.252010057605698,7.708034201434411,high,loamy,21.36760461729786,12.756409423646822,good,rice,19.26889776120801,vegetative,19.69739528792037
+31.47213675581643,82.16040647444132,14.9330286567519,5.171122815725517,moderate,clay,32.55457798784019,30.80833748020922,poor,rice,17.077373346572234,seedling,19.60151496568337
+24.846610141353963,44.26192561837373,14.404908015499638,2.3192187403447084,moderate,loamy,14.968034440794046,15.594820886749048,good,wheat,3.572858779676741,vegetative,6.642545515162825
+31.280824426037302,34.87126722302587,13.1903990933991,3.822070509756173,low,clay,11.544271623269472,46.43197679557704,moderate,rice,8.146792793448022,maturity,10.786216193461213
+17.664825757699766,67.62830364366705,15.32477803492845,9.214465099538993,high,sandy,34.57681298276931,54.61588185599432,good,wheat,6.905704013373246,reproductive,7.358420463506382
+31.4461326150759,50.182122713022586,11.501714117847456,6.184951734716435,moderate,loamy,5.23566664836071,18.7041497844604,good,wheat,17.046388308207085,seedling,21.48252350336015
+39.985343144266665,70.32506343636379,5.215827710489098,8.52352997190376,moderate,loamy,45.83142417885929,22.284169189992348,moderate,rice,3.3074201414311712,vegetative,8.00094936537595
+16.2053009715139,31.92718536406887,18.247532274614365,6.445484342324939,high,loamy,13.233691435729304,52.84904712766541,good,wheat,18.686799678186503,maturity,15.228857315620589
+39.429354605532936,38.00395411064937,0.3642806186395586,9.548816765698426,moderate,clay,25.15352270701727,39.29160876992997,moderate,rice,12.987493540682063,seedling,16.112573347830608
+25.172699018071768,71.1823339663586,7.331234397429805,9.27307260445476,moderate,sandy,14.516534081459117,39.41544414125745,poor,wheat,15.649299261929857,vegetative,22.346172653546805
+36.76883625843148,42.74223931814987,14.577405861943266,5.863104336083215,moderate,loamy,14.819885092839472,38.14381823229284,moderate,maize,10.746881148753008,reproductive,12.429998017807735
+34.55963710145684,81.4552605457441,8.543120822993487,4.546192203490795,moderate,clay,42.575061515607736,20.913038036261074,poor,rice,15.019991051855683,reproductive,18.162812891627365
+29.17540652466669,33.515453262608126,0.4966881496002862,6.813350298764882,low,sandy,31.326508093202214,22.16515076002085,good,rice,8.685965184343676,maturity,12.158574601807864
+33.46123023128317,42.92891896713448,1.3196180623242637,7.399101453355788,moderate,loamy,19.015265478319886,57.48215577393843,good,rice,14.223043961235312,maturity,13.32681994429761
+36.962889032533695,89.91361490910413,12.972747382765773,5.986840738405053,moderate,loamy,16.299442847468033,46.173507605340106,poor,rice,10.32311826366293,reproductive,13.099625987502876
+25.103508041275823,55.98456615520756,19.297291988105997,8.578265768760755,moderate,loamy,14.578809794806125,14.521724353267746,moderate,maize,18.84268702533887,vegetative,21.980979157878693
+23.175829039080966,72.1779398126786,11.037272716689978,3.4666281742790623,high,sandy,29.95017588589812,21.14691358293061,moderate,maize,18.818245214002037,reproductive,22.42814662964285
+31.689834639089614,40.95978293142082,10.13515636047538,4.675294644992259,moderate,sandy,37.885523572263104,41.35577605904383,moderate,maize,12.695242869524128,reproductive,17.444321239001596
+35.19614854853147,66.59212409913226,6.366504261125345,7.491010858931624,high,clay,16.40873220590302,24.173269346197475,good,wheat,16.14692970532154,vegetative,16.959344365744194
+34.057128369415395,73.56636410216511,5.133813477321263,3.973470923100458,moderate,loamy,19.95352676700916,22.58668280033065,moderate,maize,15.619371518208805,vegetative,20.634379129843108
+34.94534122146587,48.86859815199063,0.4196996351256943,5.518757957469071,moderate,loamy,37.41645182165492,20.117399650157,moderate,rice,15.008976433996624,reproductive,17.64575374331672
+25.889582870323324,79.73382671855268,5.459097352809423,9.709868373026342,low,loamy,38.17751074979362,19.28634317683258,moderate,rice,19.559308042620582,vegetative,22.40627350614675
+35.445855404375536,66.205054708337,8.982208817305048,7.007007781492593,low,clay,14.329541830175078,40.666529088511865,poor,rice,17.922327304396426,reproductive,19.857245995322657
+18.00522638426521,53.34738057690181,3.9589956609790034,9.592457877129004,moderate,loamy,22.199104852129494,55.29244119408536,poor,rice,15.67065025757183,seedling,18.13779641637571
+28.61222744902124,63.45854360058952,1.7469597696285843,7.779531225988607,low,loamy,44.1480976278951,28.056592798477958,poor,maize,4.343639241619559,vegetative,8.035572932572403
+15.14396651245304,64.60565084615546,14.35455734509205,7.797334157337383,high,loamy,38.30865109968843,16.07543006880859,good,rice,9.03582118238412,seedling,5.202176030874206
+23.11464574750676,39.93211756163196,17.892405381361343,6.734857389521645,low,loamy,12.312289581264114,16.214967134271443,moderate,rice,8.836775401657844,reproductive,10.49698094401265
+24.161538371784943,54.16394219201797,18.735441393741716,3.1376687585178145,high,loamy,22.36833176124806,56.68448524493227,good,rice,11.706942412194069,vegetative,11.935514018328986
+24.904317290231383,50.60583528116959,12.359974569939787,6.157714327090302,moderate,sandy,48.79822018620103,36.436773905893446,poor,maize,17.565733255945105,maturity,23.12471572770387
+32.38668016724655,54.054163354747566,1.055491651985636,4.021329604027768,moderate,loamy,28.64199218840634,33.31427553388768,moderate,maize,14.422301359158718,reproductive,15.83623305530109
+24.713952531758643,75.66663530911548,14.817252599235468,9.989380434810242,low,sandy,37.37057714087741,54.53706219750535,poor,maize,16.11606589334405,vegetative,24.530219451519628
+26.217340565563266,58.95230444800036,2.201906105237728,4.135695520809764,moderate,loamy,9.141575811846154,35.3556468674328,good,maize,3.708747619657309,reproductive,3.699309601719645
+20.938603271858184,86.41896919435587,13.39496235375648,3.845486747691588,low,loamy,42.46294829300856,34.02994464243032,moderate,maize,3.910414759407036,vegetative,8.86702948201952
+24.3312947907335,47.62058480150617,15.587316714957517,6.991065240992357,moderate,loamy,32.21532149099164,56.33262668011841,moderate,rice,18.78440878268301,reproductive,20.94432276799929
+20.681740681578788,54.942214697095736,14.517294216529455,6.087590505757041,moderate,clay,12.902019445478144,33.72295614769821,good,rice,6.562457904187705,reproductive,7.148452779764897
+16.829898094211092,77.21740862874248,19.037676115222613,2.1708233060361133,moderate,sandy,22.10952969696372,29.548053788700177,poor,wheat,16.50802104545526,reproductive,21.24507628512149
+30.086214834534445,62.76147559924502,14.762925689347794,3.036265431939759,high,sandy,8.736241787407295,39.083106598334695,moderate,maize,12.320027595391418,reproductive,15.286635451756952
+31.705319963875407,62.82168878546686,13.864195559636167,8.4883435346201,moderate,loamy,39.96547376692031,58.86157657669049,moderate,maize,8.944726312326495,vegetative,12.130503563027194
+30.487258650240364,33.20040978031101,5.234863443662048,5.869535641180485,low,clay,38.51955499897751,58.19145213001717,moderate,wheat,15.980212172991427,vegetative,21.414216806709952
+26.58735109501431,53.91597976310735,18.49537372871804,3.168121718584115,moderate,clay,27.06039590905159,48.78007020110519,moderate,rice,19.403141640902163,vegetative,25.0
+24.494644504480743,46.24402394530395,3.590877415883338,5.721940502685869,high,loamy,25.340737788882976,34.96404296437156,moderate,rice,7.400260677859423,seedling,7.398000628784774
+36.58334123929564,89.96010736986692,18.09793222946253,4.0251926646592295,low,sandy,25.8541078725898,54.07308541848816,moderate,rice,8.988566429442162,vegetative,16.80399381861276
+27.97704462840545,48.50130423793861,6.253250866918208,3.78873168889875,moderate,loamy,6.686005040390439,30.96914891895824,good,rice,7.986090312325079,reproductive,9.131928129482496
+26.97954694074328,83.06979208763181,2.6032718775533747,9.661802211560836,low,clay,21.57102351882643,42.00715223701655,moderate,rice,13.958722949073062,vegetative,16.365759519065975
+15.641051645160893,70.57402410242864,16.533660545423416,4.896196214861928,low,sandy,10.782679161762244,18.971342181788607,moderate,rice,15.312574156083944,seedling,20.347480606864643
+23.53119569065391,50.45498455152543,0.0499090720165829,2.371448837378713,moderate,loamy,13.315656299155298,43.06438233809521,good,maize,11.132026533256264,maturity,10.23901296398159
+24.504890469646423,62.61206270244742,16.641766353616614,9.762613381098422,moderate,loamy,48.2952518908377,23.80529580141753,moderate,wheat,6.647779480244586,vegetative,11.967818063526208
+24.97056952242251,80.43215279695163,5.246236840919519,8.358716598177264,moderate,sandy,16.780334429053042,48.58764908274473,good,rice,8.461721838759235,seedling,11.915687253434651
+29.504309230683305,83.00209788185471,17.694425455112427,4.035306452513268,moderate,clay,26.763123851362064,30.70200806569534,good,wheat,15.704834803954231,reproductive,17.60498590763136
+28.34006366817196,39.62363250036872,13.829583644831583,5.271134677643131,low,loamy,44.95066156377311,29.920489227333366,moderate,maize,18.022166804200246,reproductive,18.675563078182453
+30.19762731983612,50.37438847249018,13.3236666570118,8.898316596761028,low,sandy,23.607112277078297,47.328882372379056,good,wheat,11.635591838568432,vegetative,18.53035269046707
+34.1220815385532,50.1133908128143,7.3063912632968675,4.859308154586194,moderate,clay,28.787816282862583,31.265931958494,moderate,rice,7.227672106029902,reproductive,10.327683468503963
+35.324643467902334,32.52268776455668,1.1880594778154197,6.539232336052791,moderate,loamy,12.595447744888112,45.70106786248236,poor,rice,14.316180161179206,maturity,17.273442608026965
+32.95307690566236,65.8942655911138,16.601461964111547,6.278854957316901,low,loamy,17.828572662731496,52.7532780273291,moderate,rice,13.870046727929427,vegetative,19.653056453559007
+38.88809239887337,81.28920317953128,3.41807590353056,5.210356389030397,moderate,loamy,27.775137194801992,16.843931733956673,good,rice,18.457223994608547,vegetative,22.810974326859483
+15.45581456690904,52.894463269531066,7.445172837895044,7.116015214509729,moderate,clay,21.420566871172824,33.951149799866535,poor,rice,7.844817309834872,reproductive,9.039238539503106
+19.89444964208865,74.40215669905062,12.007093710181636,5.7863258984150905,low,clay,6.721506529343408,57.24557649185448,good,maize,16.895306926124142,seedling,14.4758411357001
+15.189071874453552,67.6620248160444,9.645074771212434,2.1698439333917827,moderate,loamy,23.037306502119563,50.60907257180958,poor,wheat,14.400972773272173,reproductive,14.922686426501272
+31.186867853865078,52.53892412958005,3.973212703426361,8.5150648611835,moderate,sandy,41.67975938008641,58.68061329941523,moderate,maize,17.27944528138825,reproductive,23.779007810879623
+37.45076372374968,38.46358796953783,2.812327137645678,2.9052462620297543,low,clay,10.2226749343896,53.015422837603765,moderate,wheat,4.749861580840925,vegetative,9.484011659353218
+21.08705741440748,72.55943116655804,2.464925445005812,5.712719447130907,moderate,loamy,5.842912747014386,25.51099089595416,moderate,maize,17.062770456670417,reproductive,18.749517808866923
+38.17586361990767,81.27391013647443,17.26015762998402,6.639206327419977,moderate,loamy,10.34162405397962,18.95763050292645,moderate,maize,11.109980086116948,reproductive,14.765902098709528
+16.50668475723902,71.15126954408952,0.6311909812266725,7.644048433546327,high,sandy,35.909158759172,20.527090222243423,poor,maize,16.16708955115326,vegetative,21.364228043726897
+38.36090067013786,31.072709042089084,19.540285191997885,5.286372282303596,moderate,clay,40.75900874503196,20.84463691614776,good,maize,7.135067674865503,seedling,9.3823304093796
+23.790567180990863,42.97397366345948,3.970573807708282,7.8843878962442515,moderate,clay,7.19269500180225,13.78681974272432,moderate,wheat,8.910315357690727,maturity,9.938021726348214
+17.53552071123041,34.16879909301191,2.2064459375815626,3.050800677748562,low,loamy,44.93979065911881,55.33975464883842,poor,wheat,10.050414410056888,vegetative,14.699651726681823
+27.146793979658145,64.2231659745736,11.539433095535902,7.227564386166232,high,loamy,33.22964127116945,35.127429464408,poor,maize,12.353718175291172,reproductive,12.185631850039828
+21.4194141930127,75.38866073042475,1.5997191588139326,8.610711420685623,high,sandy,28.315910680594044,15.06355988816138,moderate,wheat,11.676863229497034,vegetative,16.579893176515725
+22.12182254904807,36.63475122411957,12.0490652632719,9.11555178270001,low,sandy,16.41163496061636,48.13208034016928,moderate,rice,7.021057402454208,reproductive,11.227414377149447
+22.682249123157163,80.30026923560311,17.012532896272262,6.636531967631114,low,loamy,21.72651416310425,26.282036605066004,good,wheat,18.362115194006183,seedling,17.02817893615016
+35.075647445816585,63.33053870372899,0.9579604293484968,4.503161584600298,moderate,loamy,47.61379727057965,13.551875391265256,good,maize,19.055407272239474,vegetative,21.18049191980959
+28.47903191688136,71.39814072850349,15.997372090570884,3.306852093709012,moderate,loamy,46.019589514079904,19.48782788275164,good,maize,7.0324618015162645,reproductive,9.08760010888954
+22.78269247890009,88.28411091651877,7.889548819642373,4.764470023019559,low,loamy,33.14590490758016,42.87749125817486,moderate,maize,9.645913189020092,seedling,11.00164438444717
+30.25834458277296,35.02085929486184,3.1898126766242,6.319794985235518,moderate,loamy,31.051004795053192,49.70031477988704,moderate,rice,16.679217298456614,vegetative,22.081616298221704
+32.90376685557984,84.07344137866735,3.521929605349181,3.570641791932484,low,clay,14.474509887067107,22.68383552731558,moderate,maize,16.30551951038683,seedling,20.81733828314406
+21.815600018338344,37.56616175924456,18.375290873884524,9.620119245544744,low,clay,47.89753420332432,38.85291354125005,moderate,rice,19.552327526737912,vegetative,24.294366307656308
+25.33872753813379,53.57752839820094,2.2121150388132893,9.177083430983275,moderate,sandy,38.99262708990706,10.043627890629516,good,maize,19.104975003425206,vegetative,25.0
+18.04715233342369,81.08632177986686,17.33565574231314,2.26365755892345,moderate,loamy,22.20168640709137,23.91937353034467,poor,maize,17.875299180634507,reproductive,17.817246275931527
+19.52873373836701,84.3752542042721,10.884892419672292,6.495694385843111,high,clay,41.71241826710203,19.081691092076426,moderate,maize,12.97203663858854,vegetative,14.085638694425445
+32.02794634912457,60.38230041270872,0.7811235763287816,8.314470321972905,moderate,clay,14.534359802008789,13.827311232468745,good,rice,8.744112083244502,vegetative,10.954325899717496
+19.535958692390672,65.64627829652551,9.289522914346763,3.963135679472056,low,sandy,14.595289422410232,34.19476492051916,moderate,wheat,11.88217807854699,vegetative,17.112251775848527
+28.129084591676506,72.48884007591343,16.348990289526014,6.191169859141951,high,clay,40.59325555506637,41.55077574161013,moderate,wheat,16.109984989134784,seedling,15.58996882728055
+32.72615654306082,79.96552010716286,14.524055752782008,5.247935059275032,low,sandy,30.16885913902192,12.318817682837684,good,wheat,4.773961034875883,vegetative,10.00023927751637
+17.671923077368596,37.29067017225997,9.775648353694358,3.5723701137446118,moderate,clay,30.01258798371517,16.89455895976852,good,wheat,14.95332614174141,reproductive,14.260647424255374
+29.182805490722583,78.60415849375366,17.200997593924342,6.917899071006581,moderate,loamy,30.815187231672844,56.614558938071774,moderate,maize,18.232928011761107,vegetative,22.45279710611907
+21.41406959253409,58.876569030697006,2.407295235604594,9.949537403254649,low,sandy,10.66130676573557,21.155642158405307,moderate,maize,6.57775439452996,vegetative,13.453630577927514
+39.0731718809395,57.03740550649014,18.198821067847376,4.922298082239559,low,clay,20.73015834785994,47.999387327700376,poor,wheat,16.79023203971465,reproductive,21.10230355017321
+27.08864116799812,55.43398511981989,16.928824169666974,6.419032066115736,high,sandy,30.78858514288835,47.38674974962224,poor,wheat,18.144111491162235,reproductive,21.86369134159749
+35.14981374437895,60.55269511476256,14.16553651314472,4.622837452972004,moderate,loamy,16.14147919580298,26.07912511880732,good,maize,4.139786302265135,seedling,7.503983811693089
+28.755663553906544,86.70303320367621,16.357754842574984,9.015588934419975,low,clay,27.68022317864845,20.205844962331334,good,wheat,19.285779194262407,seedling,21.90704994566906
+16.085313321370478,62.8922263675291,10.87631013685332,8.916821603389545,high,sandy,30.066585721430467,22.19752768078632,good,maize,11.537588724400823,vegetative,13.523753808138933
+30.82878438985056,87.19065229578835,13.503248581953338,3.430187103583762,moderate,loamy,47.42662452744938,38.29494834917848,good,maize,10.784112080709932,seedling,11.748510998077938
+38.78508355516642,40.81740783693844,11.211961414155578,9.199590993904486,moderate,loamy,16.059911407626082,29.05795102099747,moderate,maize,13.243845846875796,vegetative,18.734496376318564
+30.04029550365828,73.44815872995798,7.108570610158987,3.212069688448537,moderate,loamy,24.77107812007969,34.77826791176853,good,maize,6.632927530661428,reproductive,6.3842112595339024
+35.47972148566976,78.73437231652483,11.37721594722355,2.763519677002674,moderate,sandy,49.16800447448727,50.58062415818456,good,rice,14.281623335458454,vegetative,21.45904053194851
+37.1051615837102,70.74772988009171,5.149306650638515,7.223476925612255,moderate,clay,13.405544429807508,35.11481923981683,moderate,wheat,16.75060223307766,reproductive,20.57962271306973
+20.701994298723317,66.41533681359243,8.805583416815706,5.08723284695916,low,loamy,40.10087686699173,59.76144628692378,moderate,wheat,8.479884947861311,seedling,10.590160658754428
+20.301120997705667,63.888766865170936,5.615508145204863,6.245924747694966,moderate,loamy,12.971973003663075,43.29169019087546,moderate,rice,7.34358831267906,vegetative,11.67288541598966
+30.274524721274798,81.65582895472176,2.45775578922778,7.220566255499707,moderate,loamy,43.25209577497562,20.36238290626033,moderate,wheat,18.55565491907736,reproductive,20.1443514402309
+25.27571174516762,79.29879582987,6.437237127798124,2.422697902343879,high,loamy,26.958827180790227,34.975939106163395,poor,maize,10.948226855531168,maturity,11.994350337461652
+35.99653257166801,37.33732327083597,17.039744363695412,4.343625368727947,moderate,loamy,48.74726681194788,50.670886098183225,moderate,rice,13.690458786287769,seedling,18.177554030177117
+37.50057808495028,80.91525942185268,7.621615412846115,5.687250494150937,moderate,loamy,12.653373534825375,20.915076744475144,moderate,rice,17.54069038953765,seedling,18.332176187581144
+23.83553448256795,54.84411716642655,14.96007297937738,4.132699278447455,low,sandy,35.95668555853045,46.47110693217739,poor,maize,15.188765851683918,vegetative,21.58860088663426
+20.92176397436205,45.22180979974865,3.503957084763225,2.391771074284168,high,loamy,36.28756626907172,11.672451709543942,good,rice,8.470111976933492,vegetative,9.109587397169951
+34.51313788109655,82.18611408083555,8.488383183352832,2.693412585848427,moderate,loamy,37.34939468914164,57.13169156999796,good,maize,3.3479435133904696,reproductive,7.344723183237899
+21.870150888703403,55.9214879780245,2.297121386703531,8.413982950029869,moderate,sandy,9.543594369303117,43.16808747072231,moderate,rice,10.971328932175329,vegetative,17.862780817900873
+35.56535796284196,78.501881410609,2.772421267349794,9.291094073703407,high,sandy,17.985244470109073,18.12851521007904,good,wheat,7.223934092205402,vegetative,11.835233228330544
+25.59345634121907,45.80421671735067,12.348727597801384,3.217866419443591,high,clay,20.210757226094834,53.7147349689198,good,wheat,10.132453075438557,reproductive,8.480672503530222
+31.68874748228676,30.235759285333067,12.149636348980222,3.9940956583318856,moderate,loamy,19.592942361470577,14.09103404445053,good,wheat,10.792586657844026,vegetative,14.082408853234128
+17.388382845866705,59.72755157417666,4.267438147097245,7.217995237848557,moderate,loamy,35.37593235501288,30.29644818231106,poor,maize,17.717364624076737,reproductive,20.400990988626617
+30.596483116914325,36.013695398573056,9.488463885775973,9.634174208739577,high,loamy,7.467335177623806,46.84746697997167,good,rice,16.035062407709752,vegetative,17.346398970664563
+26.294191968430727,75.26255733149458,17.26612333955896,4.396717673066169,high,loamy,37.85353780933425,56.87033136816326,good,maize,6.331021500539795,reproductive,6.203116597435761
+29.66521157938685,46.56450816416462,3.484030173529657,8.84170900988801,moderate,clay,28.69629685477815,27.440513341961346,moderate,maize,8.370881725353119,reproductive,10.65973651409025
+19.200355193621583,56.61873879620872,0.3842106614702967,6.048197155603011,moderate,loamy,12.784872612525245,51.525561548170025,good,wheat,12.92193656358859,reproductive,13.192317532154254
+33.42184362360455,35.222013905493256,13.039902813271446,9.652469112646244,low,sandy,15.175341045668478,19.83761288326353,moderate,maize,12.612810264483244,seedling,16.79926205062761
+36.56992693858072,47.19955490683516,1.0699641617737,3.0900692994255303,moderate,loamy,9.391114199040778,11.75551845823918,poor,wheat,12.276825549565274,seedling,14.889616341935364
+20.418495002269392,76.88941459551432,19.59880477144892,9.789379185663892,moderate,sandy,25.65764835740883,11.438049164627436,good,maize,19.188555978212584,seedling,21.65870290599579
+17.392863888004044,39.095274714139165,12.19240567597762,5.527829022636064,moderate,sandy,31.771463146683885,42.908524560719975,moderate,wheat,14.775890248809151,maturity,19.08033220363058
+15.59096465115841,68.82957366761744,9.407927056879446,9.623507123410093,moderate,sandy,31.14374221653915,17.71036529677867,moderate,rice,4.650677710213062,reproductive,8.416096602340614
+31.04928751108165,85.04555116827007,8.599850800486134,5.669521736412154,low,clay,48.30655425826391,12.516215519486344,moderate,wheat,18.98811505330848,seedling,21.09224848985941
+30.17735090221952,70.79020558546321,11.461413170338629,6.240657072964625,low,loamy,18.31847144020327,58.83737629158156,moderate,rice,10.874615451105758,reproductive,14.441151074295307
+28.66743531785175,78.6613013575336,1.8124887344042984,8.438200078218568,moderate,clay,39.2935930521296,22.100613416483945,moderate,wheat,12.86976077254726,vegetative,16.501023223679894
+20.798677402899383,36.53829775823495,18.60038117638992,7.781028005915152,moderate,sandy,37.53848943559049,33.12772414897755,good,maize,16.931365492540277,reproductive,20.7992763187583
+24.77264989763787,45.04390956012327,12.512841371037556,6.956826563338284,moderate,loamy,7.759714127550014,40.65405695599587,moderate,wheat,6.625879005505723,reproductive,8.698098666500435
+29.861908379654324,83.67233113443547,3.679569952218176,5.335840188716448,high,sandy,46.85022845248059,17.22280183121559,moderate,wheat,11.70264315768346,reproductive,14.543632169196371
+27.419171471479235,72.90633681708536,11.251621075293256,8.339506939196847,moderate,loamy,46.90867634805876,27.85844303443176,moderate,wheat,17.609624372102605,reproductive,21.76623818576479
+39.69463800537218,68.37322958263867,2.6651301166602326,9.585826666314563,moderate,loamy,22.835083196205765,42.38534223842353,moderate,wheat,15.5225722058073,reproductive,19.43243946980899
+18.410993813918328,69.826004167302,0.3510543511662423,2.0784871755442147,low,clay,23.795502575258134,41.988085873731336,moderate,wheat,8.959325134875797,seedling,9.983886034556535
+32.37861385118984,54.85203325827861,12.61033970427996,6.702760771621289,moderate,sandy,41.88186183204804,52.102865436835074,moderate,rice,13.016539616814264,vegetative,21.333073565016942
+25.107969202607304,32.6733978970592,12.969666837402556,8.927847431826788,moderate,loamy,27.276379496234117,31.87112163773772,good,maize,3.136514217875661,maturity,4.408849619176963
+25.70499037314037,77.06649252424374,11.67393165606831,7.224900298764458,moderate,loamy,40.96403143321031,54.49138127764781,moderate,maize,3.804082543625693,seedling,5.514387624786082
+32.939944141454404,70.72279417292123,3.6696640872004616,8.406634062666694,low,clay,6.625632609718888,44.10963677626173,moderate,wheat,4.928483521462267,maturity,6.536925550767622
+32.31090378310924,58.36826784676348,12.06859716989534,9.160488830791884,low,sandy,16.262177557126556,38.105259745072885,good,rice,14.805650476158071,vegetative,20.573332046223747
+39.78139984255471,83.98557692209545,1.130218818490396,8.007608126824463,low,loamy,9.097924333476342,15.856841303020715,good,wheat,13.541336241477966,reproductive,12.091948866607884
+18.20985723635313,50.16957989910593,12.184767111438449,7.736139210918129,moderate,clay,25.43891235043143,38.7351956071466,poor,wheat,18.57431628109921,vegetative,21.27181724048188
+17.60274123460416,47.65930465387416,11.080340382152375,9.717967130911347,moderate,sandy,43.4371750056903,39.73360089031392,moderate,wheat,15.045506832781488,maturity,19.98807563418839
+33.108470428218524,82.36777950476656,13.10509661678199,8.909477263132581,high,loamy,30.640448455971825,47.9402191430318,good,rice,10.150229256660406,vegetative,11.434829366223964
+29.459672925160227,77.81925928553912,17.909512115047875,8.52302295666219,moderate,loamy,28.415009236934388,45.95695337417611,good,maize,17.73799497640382,seedling,18.13936578734581
+21.854016663995147,60.89878863890068,17.00716210479073,2.691226883775009,moderate,clay,21.474810225302445,36.49900896729774,poor,wheat,3.726708352992332,reproductive,5.78273334097369
+16.985484224724665,37.844084367471,19.613083831250776,3.912239065115343,high,sandy,7.862444452692999,39.64145856948332,moderate,maize,3.171980147562554,vegetative,8.45827050076192
+17.141456239910763,42.90428828790315,19.5248206587315,6.454048194600716,moderate,loamy,39.4884351719794,48.61713560173589,moderate,wheat,7.255091430831344,reproductive,8.670009921307306
+37.35477186660296,69.3736794245284,15.446393867475052,7.67648083979851,moderate,clay,30.684472969223663,27.57201310684005,good,maize,5.169333967449597,vegetative,8.453008384746068
+19.796683117968573,53.1024742704247,19.12839244355456,4.425719146403815,high,sandy,46.893447820558784,16.74855578002638,good,maize,7.593987435071844,maturity,8.309692496302132
+23.084289052888018,80.18839149995827,17.34567771778224,2.7466249049665867,moderate,loamy,24.43843509453256,53.71496902513085,moderate,rice,8.195161851648951,seedling,8.816130912939807
+20.6664100556747,86.99730055993226,14.551648997899456,4.488793494521982,low,loamy,23.06748364308242,58.25093876104525,moderate,maize,10.742531942296132,maturity,12.749853148355252
+23.87490764579843,78.3382155164951,1.507685092875104,8.168233444644153,high,clay,48.84561456826562,31.46524193670473,good,maize,13.380457894219036,vegetative,15.56263305374342
+16.735596068652335,52.65272537973343,0.9809977653977552,9.019208234730986,moderate,loamy,11.352087272536888,59.515489463884656,good,wheat,8.992479686616234,vegetative,9.378257500228216
+27.97649477270676,77.32118575388544,16.751991350115404,9.30322918675474,moderate,sandy,16.35626897366172,26.134745741685062,poor,wheat,19.443104640090176,seedling,23.926321318931112
+16.690314089805373,51.08650040824101,9.793117157433963,5.030933433153182,high,clay,26.96738969518232,13.328704704536523,good,rice,12.208512408567527,vegetative,12.177098089949272
+35.00891269555904,40.02600526593803,16.292133687498417,4.980308598881572,moderate,sandy,28.559493568538738,38.622979059437576,poor,wheat,17.895962304091626,vegetative,25.0
+20.842802047760827,32.00359229195144,6.258365413104388,5.253659767774328,moderate,sandy,29.69224789844263,53.41003422734739,moderate,rice,16.63964317048383,reproductive,22.032603393508023
+28.500297865112763,53.1430027656612,7.952997166460256,5.006475755371582,moderate,clay,14.54494684079976,40.874090911819685,moderate,maize,3.817431016714232,reproductive,5.272853082589212
+37.00197718903645,84.2135582218369,14.003734420238638,7.329572860057677,low,loamy,46.70816218054743,10.471357412179657,poor,wheat,11.014047026383436,reproductive,11.80746155982169
+31.27193422617985,44.33919526534059,18.306534738641865,4.866586097055942,low,clay,36.65759436759795,10.59163407082643,moderate,rice,16.71008374352104,maturity,20.334702998482992
+28.323944663783383,42.39078989578704,1.7552294895777187,2.162751492913966,moderate,clay,16.62979323018289,46.21755364322096,moderate,rice,18.412665359298305,reproductive,21.590725197817207
+23.10834382788439,88.18924711446242,17.229562892692126,5.512196805502974,low,sandy,18.23868494810173,52.267149785706565,good,wheat,13.758531953367632,reproductive,17.544979964834205
+23.32504782645495,31.500246771035528,15.860254497587306,3.793216529428702,moderate,loamy,44.61613093731008,22.651835456141285,moderate,wheat,18.84457730325733,reproductive,22.824936466346205
+31.737173879954756,77.14692902362526,6.310785414597094,2.23045710227696,low,clay,22.115993336996123,33.5065528381293,good,rice,14.27630369878692,seedling,14.700034907200838
+39.85348403052919,49.28219734445222,7.104332282631192,5.766743612272386,moderate,sandy,30.0363512706932,58.05454502437366,moderate,rice,6.543910918636422,seedling,14.891178407064045
+31.545979746234465,32.24927741217956,0.9292295444381926,3.6476364735863447,high,sandy,10.419205039857165,33.02870418049483,good,maize,12.494569273903943,reproductive,16.347980157279018
+28.944585434250623,85.06815241257502,0.3148122223343597,5.621934518717873,moderate,sandy,16.327975928675897,16.790704970400654,good,rice,15.851884026161304,vegetative,21.10056732934714
+33.26626275598115,38.37853981257501,9.540122527154582,4.221999892882292,moderate,clay,23.74595108270143,55.58265033359415,poor,maize,14.329225122182953,vegetative,18.10768879682975
+26.630140307092955,63.106757023541725,1.9107929099462104,6.8296709622434655,high,sandy,34.52618200423093,34.7583834597216,good,maize,4.417289025248094,reproductive,4.969937375492133
+16.50355856501963,46.44325244577287,3.880036288304261,9.927019094991676,low,loamy,17.60992964438892,27.2153471024438,moderate,maize,7.029204089950178,maturity,8.89914854256356
+29.057420396947744,33.91156813108146,16.935343990533273,6.37785536569332,moderate,loamy,47.784268051796,14.871636120300954,moderate,maize,14.692637039182564,reproductive,16.207028844276074
+38.9406321126345,32.99534913980275,11.42056782500905,7.17516733514216,low,sandy,14.909771835616992,32.91341485378948,good,rice,11.981354226713384,reproductive,17.27722841677694
+19.38257355894149,36.93340193018032,12.672648745322268,9.35420606200961,moderate,clay,40.05081004819316,48.48363845303093,poor,wheat,3.524467094535144,vegetative,6.876399876636431
+32.25012227051664,34.2820208333628,3.7495866166384006,4.992003341800733,low,clay,21.406946573019457,45.859217171904056,good,wheat,15.55201678279225,reproductive,17.194190740613067
+20.02334221647641,75.63348693119538,16.57323608908839,3.332387598284664,low,loamy,42.50303945878192,34.82938251548005,moderate,rice,4.350326075990551,seedling,6.513220193048298
+28.39569211182703,59.13397213700575,17.359595448794952,4.262378263444426,low,sandy,46.53975703499479,45.97676730130785,good,wheat,6.14208307583576,reproductive,10.2964069160742
+17.41691124116799,50.573525480938784,10.466551874260867,5.222359525716394,moderate,loamy,13.415700267703636,27.538028419058648,moderate,wheat,18.37610660677106,vegetative,22.482321223809635
+26.25927340645463,55.10213460792043,18.2511554375732,7.160141450046706,moderate,clay,27.11646689294756,46.76341012650978,moderate,rice,8.356235684566109,vegetative,14.353450479344565
+33.90408322238115,85.7368041343574,16.896572499091633,2.036704235437768,moderate,clay,11.946464326598871,14.286707912517922,moderate,maize,3.5828803456234786,vegetative,6.199877605738937
+23.68928810597455,84.64510876428884,14.62648353348876,8.827065718135874,moderate,sandy,36.762135385367706,19.961701670743693,good,rice,3.2962722603297987,reproductive,6.596364128345161
+31.62279311218045,72.94058880735462,14.681518313872571,2.608751784398644,low,sandy,42.45071365524963,53.88616610664685,good,maize,18.9042866227168,reproductive,22.794020657165504
+34.88624901974323,83.08094264530126,2.107869479017266,9.205241191348405,high,sandy,22.526057221605196,24.682770348212912,moderate,rice,9.332851536567308,seedling,13.00195224366116
+38.17944548698632,49.17888165525749,5.416720753913316,9.595476169639191,moderate,sandy,22.853790633170245,20.29706972338136,moderate,rice,13.559988475083964,reproductive,17.835607648495138
+20.866052046386336,52.86655956049697,1.336944396353521,9.920822352897073,low,sandy,14.17279013349772,14.45012940675728,moderate,maize,10.03665017653703,reproductive,14.811306097954184
+24.982897895232703,66.82273091125369,0.1736241845261732,8.476081475255022,low,loamy,18.79405958062258,29.64774971981913,good,rice,6.628067478491529,seedling,6.452830456201892
+18.81040033326044,67.41755683783586,3.1661906276782026,3.134844207521221,moderate,loamy,19.57518765669108,13.349103750464336,good,maize,17.920731829854944,seedling,18.33177692565499
+39.81208755395938,58.901990280740456,17.6097436529388,7.64933634580149,moderate,clay,12.000842454705335,34.84902299774753,poor,wheat,19.144217749520184,seedling,25.0
+38.17502419810738,54.0394709062772,4.797481180721031,3.626570324865412,moderate,sandy,18.947850352939795,55.960236848331306,moderate,wheat,19.79335285695302,seedling,24.97006642577894
+28.49892825701399,89.1708186965217,19.403079251834438,9.177022684643232,moderate,sandy,45.8265605529993,49.35671725975515,good,rice,3.703310930012099,seedling,7.526174352505443
+36.050832359410535,79.26741756706346,11.945819991224123,4.532847405242758,moderate,loamy,19.64236246162526,12.033688483200764,moderate,rice,3.8562656043485006,reproductive,4.879454356785757
+28.023949431801057,56.09881187328271,4.745169752693808,4.614367816600329,moderate,sandy,17.34967333713524,24.987908205246548,good,maize,17.58542551902642,reproductive,21.474888521233016
+30.589642200068997,73.6375486343741,9.942616069684256,9.341226367318932,high,loamy,22.308902730634305,19.382214148399317,poor,maize,5.994675466647877,maturity,7.266840105511801
+17.228110802900417,46.17370159514757,4.381896454002307,2.1058485662696365,moderate,loamy,48.2122867099115,13.346992757680445,good,wheat,12.548147233005112,vegetative,14.793011820303247
+33.8817605124202,36.01015957423979,19.67947116364748,3.551729211868558,low,sandy,39.40606093483052,15.432027398982903,poor,wheat,12.85730968069253,reproductive,20.248441680908705
+18.19283709088087,51.14586153316444,16.94529967809928,5.3754581325076405,low,loamy,14.078224289648984,55.40721862814495,moderate,wheat,14.253104212890236,vegetative,18.230391401825244
+35.65169075631321,54.17836800740365,0.5247757756465821,7.605772538481544,low,loamy,38.86482177963879,25.50416075318986,moderate,maize,3.638859843300908,vegetative,6.915769192055194
+34.55070219175965,30.99222747364025,18.955520629349422,7.180529328357883,moderate,loamy,39.48056789695632,29.611193811429796,good,maize,8.246574751819452,vegetative,13.77125021831406
+32.71861744357441,78.88752009815377,14.421302146057746,7.355295001337192,low,loamy,47.75616836061282,34.28504341608482,moderate,maize,11.740711394042282,vegetative,14.742287510463342
+15.904009513119052,51.551604143350886,1.6476250404255666,9.040176227285311,moderate,clay,45.09927989878653,47.24645490738572,moderate,wheat,5.9646869043635125,vegetative,10.887863291581214
+22.57820889863321,64.82508994680882,13.412754926528912,2.968243298346053,moderate,loamy,9.283774240896282,49.91852370427908,good,wheat,19.048543550800648,vegetative,21.83721734451009
+21.577814247771077,34.437791236257354,12.938533959313707,6.177293569750163,moderate,loamy,25.455944361547807,58.18647714359658,moderate,rice,17.089891387452212,vegetative,21.268523789615447
+24.003410186787978,40.49980972503504,4.375774916151669,7.803821512819908,moderate,loamy,36.63471101391299,20.533903530705903,good,maize,5.370228173174347,seedling,7.589365156603653
+17.191068669095962,83.3816235196536,15.168934000151513,7.088947543393316,moderate,loamy,48.80159603914554,25.05330892377368,moderate,maize,14.404792470745,reproductive,15.87335948920568
+38.42394557577657,66.52125167296805,1.7412940662593424,5.58651295951414,moderate,sandy,8.83196231694938,25.648035760743863,poor,maize,9.973147557154874,reproductive,17.12563982420867
+28.845056017809405,87.01704301022913,9.788903624624956,2.136916686977312,high,sandy,21.570473701499832,32.26293966548333,moderate,rice,8.29541275569144,vegetative,13.503810489556743
+22.638107766450588,89.92500206347901,0.1984641432617584,2.483618125183077,moderate,loamy,27.15007112078287,50.370217571187496,poor,wheat,7.9463866955225715,reproductive,8.68505886145014
+24.924537926857084,52.311606919985664,19.374749777894927,2.951530614830693,moderate,sandy,23.59598870875333,21.9728042765541,poor,wheat,14.265353477040875,seedling,18.19125971906326
+26.18006351262089,47.92818384499648,15.031272635538189,4.745822022682908,high,clay,25.51002993627812,49.14608832814911,moderate,rice,18.360469965092,maturity,20.607816140940574
+30.014858334015432,81.50136330954581,3.1770415231931204,2.941227621337175,moderate,clay,21.609596287620093,20.20200091892572,good,maize,17.216794546182136,seedling,19.428465580982312
+27.891985692412444,89.91668562224726,6.83348079902566,5.408658504500867,moderate,sandy,48.67801763570035,45.5073808598666,poor,maize,8.932418063762226,maturity,13.697355588791892
+37.98479933036043,67.77847405394743,3.2112475561635256,3.429135924684635,moderate,sandy,41.14601505325804,49.9500659924839,poor,maize,15.031611077993723,seedling,20.53255144796944
+27.424087072645754,77.70844335069134,15.332349282586293,8.233329580209649,moderate,sandy,38.149696029351546,52.68918704072311,good,rice,11.965562608775798,reproductive,17.03782648627151
+39.80395037058282,76.90475152891648,1.1779265085543034,8.971900933697725,moderate,clay,23.481561114790257,35.51427707202962,moderate,maize,10.486248685328423,vegetative,16.645344423524932
+36.28562394362739,51.320382493172815,16.808133111274284,5.117180063745407,moderate,loamy,44.668561138260415,26.43574933194366,moderate,maize,8.044345037040124,maturity,12.24218673596769
+20.212762858933395,64.45622281542524,18.8439267767146,6.09065412252511,low,clay,9.20026792419947,48.619211666737954,good,maize,4.380842682442637,vegetative,7.582976162034095
+38.26488036609791,79.9834164758528,13.532558856125998,9.627969932487533,high,loamy,11.453833681586824,26.04582285801707,good,rice,6.2712776781087936,seedling,7.00301041366408
+17.909159947136903,71.28683257566333,4.259309000028684,6.284062042788963,moderate,clay,47.932603397648975,17.40443880907002,good,wheat,12.628905193359554,seedling,14.169737059352952
+35.43624271227979,31.26982883892229,7.201801916271016,9.9605857267474,moderate,loamy,30.51447365401488,51.734322434781305,good,maize,15.387155645758876,reproductive,17.968679470661257
+24.515582336914505,50.20234013385201,9.544797496178624,3.137047949536437,moderate,loamy,12.175599905115842,30.56204648785156,moderate,rice,3.6250783061123584,seedling,4.25577316855092
+36.94935801112673,38.66854179567632,12.092495444045074,8.897811364773588,moderate,sandy,47.71155684878352,38.541688317081366,moderate,rice,9.445821194600382,reproductive,15.419077894856512
+36.701417252686255,43.978332724682346,13.373261796233749,5.977624021383723,moderate,clay,48.86794736438574,55.92220232009927,moderate,maize,5.818660467243058,seedling,9.554082479621366
+35.14813500294053,84.32936864947953,11.084294306377656,2.1817128899973453,moderate,loamy,44.66718806878444,16.78983106171136,moderate,maize,13.23605701151692,vegetative,18.24506118880255
+34.750760907676536,32.21359733464609,7.026278416437116,9.777783531514787,low,loamy,15.735103474172858,37.85919482227915,moderate,maize,17.69915660016263,maturity,21.662380922192632
+22.61697847745102,43.18804271771543,17.81834561129806,9.720383197946862,low,loamy,17.53222936631054,37.9382295824048,poor,maize,18.80485223243288,reproductive,20.67817536175571
+17.022982076281306,48.57416113429389,1.6278411603591647,5.066166721463097,high,sandy,23.31377836483428,53.094565289912815,moderate,rice,18.04872511982365,seedling,18.81640584183881
+25.07450446912904,67.01304431798368,9.3251210848699,9.633136568687238,high,loamy,31.069477663610424,27.062948616182823,moderate,maize,17.830128918157506,vegetative,19.965661484544416
+19.33811287466272,62.04610140515193,15.511296769349611,3.128077137908366,low,sandy,49.648163430628045,30.060704482696533,moderate,rice,13.215855712290258,vegetative,17.727716422810815
+32.37377722256154,43.09616897120317,1.217453305828018,7.440881128965458,moderate,sandy,48.02600960747536,35.96465809223812,moderate,maize,7.130514781216709,reproductive,11.235798254197595
+23.65249316344464,39.85446403338926,14.106704336226024,3.5354318951026764,low,clay,46.45125764139832,18.35999911223877,good,wheat,15.69824292767404,reproductive,16.697926433284145
+39.39025502149787,44.20788207576713,16.3942324550665,3.973177890678621,high,sandy,9.017433446609562,33.53306972163381,moderate,rice,15.316627962498725,reproductive,18.888313886964514
+31.0243019336333,60.15177760209933,13.216625970541044,8.234699497620843,low,loamy,39.0724855350843,31.80408971151336,poor,maize,5.8330993284991965,vegetative,9.910309927321428
+35.56201409085902,46.27066714267221,0.2587378455071198,5.01886467652236,low,loamy,44.45806376028611,19.869723750831398,poor,wheat,6.312090746325041,reproductive,9.903790465006509
+18.31311681854621,86.85615009646332,3.602740542644125,2.057020022628969,low,loamy,19.997578829248987,51.65112593988457,poor,rice,4.858730787448033,seedling,5.272441305798449
+36.550362056815565,57.83191328573085,6.842261577839015,5.313907393564756,moderate,loamy,14.88083153903634,31.551688086041853,good,rice,11.477654180664643,vegetative,15.469580566208236
+38.068929762834856,33.527760992678225,4.673800712760919,3.824554565063676,high,clay,38.67986722490926,25.30329552592403,moderate,maize,8.466566003217517,vegetative,13.137487724540138
+27.1765479704734,73.755984350198,19.25304280454855,7.46663930846633,moderate,loamy,9.087699037617806,16.51871183010963,good,wheat,18.302074559292063,reproductive,17.941443175740325
+30.15632344377444,49.73071729253938,13.031878282275873,3.5555895737880023,low,clay,47.338619096652224,14.487389718514152,moderate,rice,3.6230623578185215,vegetative,7.58428256475781
+34.120245022574885,69.20933592349485,5.939419147031407,8.738028227491807,moderate,loamy,12.023493991532613,58.01134466950064,good,wheat,8.509408705531396,seedling,10.364771116881409
+19.370965681510317,46.77566223139392,18.593949973308916,4.136744096865314,low,loamy,25.58920334765941,59.75767190285004,good,rice,17.89235875360241,maturity,17.42646625417372
+27.56415191158606,64.24462450399919,14.811883989523738,5.1442260662641095,low,sandy,49.22590323501933,54.89626919015964,good,wheat,19.982904234477317,seedling,24.22610377986587
+24.966575694307828,76.32915028844788,5.692144236540839,4.384294886376784,high,sandy,49.46990974416547,32.93157160702242,moderate,rice,15.29130594705506,vegetative,20.53973001925429
+18.659349804056227,85.68052450647323,7.577631388039108,7.151386782474926,high,clay,39.91956290129916,50.3957879906043,good,wheat,18.31135009066548,reproductive,15.49142765872518
+24.188360557288284,45.66762866598462,3.988577166079135,2.8093083298111736,high,loamy,42.76348181725163,51.71410992956044,good,maize,3.274111038517617,vegetative,5.064236679107424
+16.70430773463734,50.09141705993887,19.42147996531644,5.824794981585953,moderate,loamy,48.52268339861752,24.990460532029104,good,rice,16.119706559889117,vegetative,16.5898273765346
+15.645297673737174,57.85598521715638,10.345929917801463,4.675638521720465,low,loamy,46.73432792364661,39.3014525084445,poor,rice,10.847637520654128,vegetative,14.4446552607281
+18.379157228870568,85.63049026415933,17.921133749959694,9.07310370630652,moderate,sandy,32.99488845277315,57.84110083793882,moderate,rice,14.737362095397565,reproductive,16.603712268262854
+39.07787778972934,84.08321140863943,6.9299954203369545,2.587296748595139,low,sandy,38.05776414179285,24.003390009966974,poor,maize,10.309322622734877,maturity,16.469838309727923
+28.738238397375422,35.39269680603828,17.216832061949514,8.637560519462838,low,loamy,31.719944927683752,43.144318709929045,good,wheat,12.678261858635931,reproductive,13.758699579569456
+39.1455540288305,37.91578954522865,1.0777369685432792,3.341443812239273,low,clay,27.79228732872085,43.12705625737251,good,maize,7.419983099387784,vegetative,10.250210178335347
+25.8124469582533,59.7305506398383,19.64180635048576,2.708621279439641,high,loamy,44.63730574380262,32.63353259192725,moderate,rice,12.7596209951158,reproductive,14.27786465435566
+22.79540332713149,36.39715636832541,18.240687340666053,3.618582864984064,moderate,loamy,38.21113004616589,34.51644276263689,good,rice,7.943883237205334,reproductive,7.263300101800999
+27.653546571006103,50.73485240092185,7.264058895533099,2.821223856094483,low,loamy,43.69172766656139,32.81912561450278,good,wheat,7.764260344016797,reproductive,8.184649986581004
+25.98779221582275,38.90312269304866,15.494443306291547,6.1678715856170045,low,clay,9.315993353243464,36.05384615074831,moderate,maize,8.560951639603221,seedling,11.951135784468017
+17.6416171065436,68.16242130791315,15.04515852947652,9.90571962332625,high,clay,30.94183254310167,17.43888979975776,moderate,maize,6.413015841774136,vegetative,7.721388953574173
+31.02065786725516,86.9697259043497,18.025095942058638,2.2746188153940707,high,loamy,19.82825727567119,49.73735559975061,moderate,wheat,6.786777298990836,vegetative,8.632186847474333
+20.40095456273999,89.80402621766288,6.145099622576222,5.689026794555691,moderate,clay,28.10272902377522,43.05375563904613,good,maize,18.83591651466736,vegetative,19.879124403053307
+30.48969887244574,52.514467949814886,9.31040010628299,5.088562632862894,low,loamy,32.58344500864473,58.69111366456194,poor,rice,10.725730093138957,vegetative,15.270686019561344
+31.255027309953835,65.94075822687674,17.29999225212106,4.716851313971203,moderate,sandy,43.0591312459528,22.282159453655595,good,wheat,13.440403744824154,seedling,17.017021987296115
+18.8006213282162,81.37605921144487,15.57158908270432,4.654908883466887,moderate,loamy,6.434497605137677,17.29841215371393,moderate,wheat,12.720066236706304,reproductive,13.902224186897309
+16.533740677766705,37.04772436778304,7.869334374805583,9.160102053011698,high,loamy,12.379251770671804,27.12770329312459,good,maize,7.511907584612456,reproductive,4.648101582999021
+34.519039651711,71.3738646631179,16.914504658242443,2.1518092016672323,low,loamy,46.46505835761421,35.48707015742529,poor,wheat,3.003034752800686,maturity,6.627942021715934
+26.495010594233005,54.530619703504094,0.9390807846480298,8.199331099041107,moderate,clay,48.52718194654643,20.25047772171541,moderate,wheat,4.773603295736369,seedling,6.245793242443463
+16.454094887636895,42.36876961680984,15.640926059259805,4.0234654304475335,low,clay,7.494020739385141,33.0300515535956,good,wheat,17.12331331556512,vegetative,17.354255978003682
+39.87165792924418,54.16521712484652,4.135317188674012,5.066364086540599,moderate,sandy,19.930439431259984,42.13066238571847,moderate,maize,4.859015657753668,seedling,14.121755463480516
+16.444514024909164,34.557617217895015,5.722418156475744,5.361199302788622,low,clay,5.437848819525822,12.80856475627012,moderate,rice,6.515003598257028,vegetative,10.815635175705422
+32.37588072146383,71.72442891535835,9.864296871911872,4.437854032589947,high,clay,39.08516059376318,47.90149315923341,good,maize,18.518018111318504,seedling,16.86539777018838
+39.59197313158534,45.16456012490718,8.994690021399478,2.748470894683183,low,loamy,35.687308110844285,56.98556403315148,moderate,rice,16.73287288927397,vegetative,21.3561310177365
+20.97950260539814,48.684338702692685,10.41140213739762,2.9146467906354783,moderate,sandy,30.41623019293852,23.412410746160766,moderate,wheat,3.905665485565776,vegetative,11.204141592603008
+18.556234217179902,37.26487789448777,10.895511913440476,4.385048992661154,moderate,clay,36.12475279650042,48.8111185825989,moderate,wheat,13.938718518036348,vegetative,16.775760434274364
+18.03462348556072,81.8795468333935,6.630553820629938,8.574472423098005,high,clay,29.2006045651019,30.896713061675012,good,rice,11.76660348619264,seedling,10.290429172923872
+22.58187868918989,59.60665675696431,3.5045502603406,3.0770212222992948,moderate,sandy,15.74785290112096,43.22163309489925,good,rice,9.203407299143176,seedling,12.88437592258976
+17.526145275266167,64.32881266718402,15.36962458574612,7.941118665167446,low,sandy,38.945018072996994,47.1508035040064,poor,rice,11.459044429905171,seedling,15.858643323341
+32.304033542353295,64.16596098569127,7.9995229817428415,4.310957835434301,low,clay,40.24749969792232,24.748682464551507,good,maize,5.567900309762175,reproductive,6.846255955614189
+16.557294953251567,54.6295868724805,10.11681724918118,9.06771948089674,moderate,loamy,43.43908518829699,49.36987976983006,moderate,rice,19.231183160671133,maturity,21.80190753752412
+27.735553203744743,41.551794926288366,12.89393436702236,5.426627803205127,moderate,loamy,47.93345053077902,15.25556676208856,moderate,wheat,5.915395660587022,reproductive,8.073077809629089
+39.91742134632442,74.707964909904,18.19275844613312,3.3737865063790045,low,clay,38.639372528324536,59.33624238791104,good,maize,6.1635789019379255,reproductive,8.049208659402721
+35.34925673765047,37.62337592146046,14.1510566228044,9.886755600884085,moderate,sandy,7.45474061899727,26.85124924806736,moderate,wheat,9.27034345404524,seedling,14.672153444495937
+30.38048595577527,36.23242741672863,0.9091845118076902,3.4130761538392926,low,sandy,5.9377357195924665,21.19013826387483,moderate,rice,6.614058991498366,vegetative,14.894820590096373
+22.65634051966529,72.6087022557902,16.771207267960353,6.540958569858155,high,sandy,38.29418018170362,16.93270228463465,poor,wheat,8.318443913942497,seedling,9.994424962691232
+30.59739590729096,42.53022122711903,19.78710030255038,6.554291824769074,low,sandy,7.522293421724503,50.60910626661863,good,maize,3.677459066390921,vegetative,11.032982751449843
+28.17603659779129,48.40636508116994,9.449700507427645,4.982507609422239,low,loamy,19.2175069233302,39.29451866750334,good,maize,13.442683393476011,reproductive,15.594550256654523
+25.65208459725929,58.51364802010441,19.39180672909201,9.611908740393048,moderate,sandy,11.127194938578503,57.58351485227232,poor,maize,7.099062487388887,seedling,10.417646875179296
+18.267759418504987,56.96107900377277,10.946574846862989,8.750996499293853,moderate,sandy,48.60049569809735,42.38391952328095,moderate,rice,19.50661605876598,maturity,24.790079872626936
+37.16510538101167,72.51474750389995,9.192319917438995,8.638556486705937,low,sandy,19.237736991443736,27.029649235921813,moderate,rice,4.941497213177118,vegetative,11.69090469966828
+26.24461622053306,67.40590760660166,6.628095294549102,9.793215483435825,moderate,clay,7.481610867664469,51.82062670042803,poor,maize,4.314589405701696,vegetative,7.832946395583555
+19.865562795519125,68.66376973691195,13.151097516666775,5.656874705570535,moderate,clay,47.73233941321474,24.06175206184076,good,maize,5.9616481445972624,vegetative,7.739079220117723
+24.19398377193224,72.84325983932743,4.596408410500892,2.7774862049602342,low,sandy,32.39349703703006,24.54203426901734,good,wheat,12.221540379948266,reproductive,14.961338408225725
+25.353243813223173,47.55676364540792,2.0986843702880864,8.123647403598351,high,sandy,6.624908093703821,11.414004467768992,good,rice,15.707297301557906,vegetative,18.91088057914819
+35.688447389171856,49.33999870802842,0.5447420516842816,5.046500635615471,high,loamy,42.501246794888026,22.601134456353147,moderate,wheat,12.503977005376164,seedling,14.38915660156574
+33.34035951403505,56.279864873733246,5.847602254305276,3.5227612144281464,moderate,loamy,11.863791637628289,23.07171091521962,moderate,wheat,17.626256014981962,reproductive,21.46787759405316
+34.23262234103349,48.44773038201157,7.915416643340764,5.865978745762027,high,loamy,41.10963229225577,24.8760753799483,poor,rice,13.09062579886302,reproductive,13.91522053724221
+15.27578161071618,89.0962721382518,11.041533925624956,9.405751521337306,low,sandy,32.123828579299555,28.43142996762821,moderate,wheat,5.355813204207167,seedling,8.989872884199105
+25.40384995449404,78.84311558528577,5.854996503740129,3.3708561521170277,low,clay,12.970184658639418,38.8336991410066,good,rice,6.156459168093902,vegetative,9.039598540873792
+27.03360379088309,39.87928129536178,19.681191447708223,8.789590521837935,moderate,loamy,38.86691237388927,20.81955100657577,poor,maize,9.079494611606204,seedling,10.331312313050228
+15.479806920576417,30.33564935291217,5.834903364823352,5.345639532920939,high,sandy,25.4527239021626,41.83805085240455,moderate,wheat,18.64049455805032,reproductive,20.92310179918089
+21.495330218625856,32.56699609483607,8.819507768928174,3.094415845625136,moderate,clay,33.71454228902522,16.665752966136175,moderate,rice,10.820398863189046,vegetative,14.420715237722764
+34.00724557805337,44.64380706257552,2.065523310638006,8.787058431909252,low,loamy,44.12813743917164,56.54554489757447,moderate,wheat,17.86057937593457,reproductive,21.097009849653585
+18.427742643224978,36.8574771502114,5.212530266741513,9.756962729531429,moderate,clay,16.713415194305824,11.3055117743153,moderate,maize,4.269226792539273,reproductive,4.576995616111324
+28.38275328631479,62.000286893554325,0.9666427957798218,4.330165726680093,low,clay,21.468710331747825,55.40989445173999,poor,maize,14.674115594714262,vegetative,19.257289222337995
+20.38004680043094,81.47971336364151,11.19017266874656,4.428289678736551,low,clay,49.87723033465154,37.36001298235944,moderate,rice,10.942741031382266,vegetative,14.449596541423494
+15.303019366097333,74.20501325479364,15.021293662648636,5.124367864319465,moderate,loamy,27.86515115703571,45.50226726231037,moderate,rice,5.942560078085049,vegetative,10.710297618108504
+21.030036439988532,42.93654378493142,3.914196286721359,8.513042915686457,moderate,loamy,30.13262034784953,24.917136544420007,good,maize,4.387001839446172,seedling,3.2671859861498707
+39.39684387275135,53.95795536154715,7.358218756321415,2.0833375739159985,low,loamy,17.84473429241046,18.68993924522381,moderate,rice,8.359928593383787,maturity,14.074841348384552
+35.03842779707474,60.473652571876656,0.3323245345432113,3.791652413900275,low,clay,23.721226367147374,57.364735442326655,poor,wheat,16.950249747963454,reproductive,21.772964276666684
+38.98941610802584,78.61235097020014,16.790441114444242,7.647198488850609,moderate,loamy,27.569828622803165,32.05019088733585,good,wheat,13.89029797128464,reproductive,16.786434191610446
+27.196351098159063,80.34729618636989,15.599270498633391,5.245115603884209,moderate,loamy,16.630012687458134,34.02564506781354,moderate,wheat,10.855582159993116,reproductive,12.266665313731473
+17.74340496693759,84.58309871446656,1.2650806174858475,4.64236498374502,moderate,loamy,15.716548001480673,59.28392021581654,moderate,rice,17.373109925201337,vegetative,21.285729752822384
+28.698987224342325,60.55471503017251,7.297352186408226,8.97826311121614,moderate,clay,32.02100671388533,26.803439949117976,moderate,rice,6.077540353805523,vegetative,8.614928842949986
+26.359433363999024,71.65648478615178,19.105732276989908,9.338671361169917,low,loamy,13.264314994382795,15.009580100025111,poor,wheat,7.7431930152327695,vegetative,9.62572471387374
+36.1089270684904,36.70802227403623,7.840541121579541,9.583889753329563,low,loamy,29.905598066071583,39.345711143152485,moderate,wheat,12.41921471605641,reproductive,15.08675784595782
+17.452064519606115,63.91733759723893,10.52417353448032,4.180404261234373,high,loamy,36.77963106287753,37.74037905098034,good,wheat,13.023626550732914,vegetative,11.657231365534898
+27.206028425544453,44.92150856826811,7.104857220207103,9.300100876312856,moderate,loamy,13.921592977861524,48.65521839561593,moderate,rice,8.455892971098661,vegetative,10.76237132597416
+18.75121661734961,55.90301310159667,11.922627762565236,7.895724437818311,moderate,loamy,38.564512779021264,57.753904775218864,moderate,maize,11.57318911210258,reproductive,14.509459750755958
+23.1168981722515,68.04303049840317,19.563137512736443,3.233717987908645,high,loamy,21.18579686658236,25.383718836146755,moderate,rice,5.039384757057926,vegetative,5.955033365661024
+33.433926934694995,45.41915627122687,19.95005006962394,6.8821602264656825,moderate,sandy,49.66270420348423,46.08982237602695,good,rice,3.187819162405132,reproductive,8.042209509775592
+26.900453234219164,33.131103467805666,15.494299560223824,2.2106785544559298,low,clay,49.05845645453168,31.725153643649463,moderate,maize,18.386618353455447,vegetative,25.0
+24.397207128644236,30.61403138452545,8.086221960408785,7.667025246166921,high,sandy,40.936758508334776,49.18863948050136,poor,wheat,10.505557566257004,reproductive,13.527007038879724
+24.861906964250885,31.32957213267129,9.888644016579766,7.868540181207507,low,clay,20.422434943828343,18.213848131062043,poor,rice,6.928160508984227,seedling,7.815948381211744
+26.486169210149665,30.50098425082618,7.134626562246109,8.314708068759979,moderate,loamy,47.174456180392674,35.04282085820725,moderate,rice,8.607105805628965,reproductive,12.817439922162963
+34.62541359592642,36.62130339347253,19.711492598086924,3.3802004329794797,moderate,clay,49.94505523437144,13.859346393460685,moderate,wheat,11.800137109933484,vegetative,16.749762206749846
+37.30211722350586,44.3693228742078,14.155206116508074,7.025999527580248,moderate,sandy,25.802535422380025,38.05872646011747,moderate,rice,19.08971534346093,vegetative,25.0
+38.883367162598205,43.273290850937954,8.978628908670226,3.430853478621235,moderate,clay,32.65652214034762,18.44868046123932,moderate,rice,15.256528266686953,maturity,15.991890201647667
+34.67258465638238,89.2077956507938,0.2423054021920467,9.573200667113406,moderate,sandy,5.269415134267375,58.00225348582305,good,maize,19.119167180508096,vegetative,25.0
+22.88517239370032,48.3603663125366,10.409668287810966,7.400085541446676,moderate,loamy,6.958994464886107,37.71651658008021,moderate,rice,4.905240062677239,vegetative,8.648609736925152
+32.20336765216355,37.645247001563945,19.67856403403236,2.762606784032446,high,loamy,27.52690149351448,36.46872941442051,good,rice,6.030733300738215,vegetative,7.007497985815062
+25.9400781013848,62.73375265006548,10.46121817946104,3.4962578400465825,low,loamy,32.41912432657421,58.61653618426791,moderate,rice,9.17137028186805,maturity,12.106289865467724
+21.36676555115128,81.4774473238505,3.6485337097822734,7.307680785037983,high,sandy,19.057685115093637,34.92076433883776,moderate,maize,7.153349171678383,reproductive,8.80161713492216
+36.021789485648064,70.6836226072605,0.441874942095497,5.813363969276869,low,sandy,9.460841917237282,43.83632320223067,good,maize,19.26965791957824,seedling,23.386518282236043
+15.960658724058124,47.76492534812702,7.094075162484181,7.8903813296870275,low,loamy,40.20224669016678,12.33407644901364,good,rice,5.910187003574644,vegetative,7.632877027256826
+37.54404980338559,63.696969587487295,18.36456111393214,4.246310391405273,high,sandy,23.84420172859664,45.41694077967792,good,maize,5.888959995487338,reproductive,9.373390949825
+26.53693661561835,72.89135845202455,19.93108216351762,7.263340294776615,moderate,loamy,34.198177664062044,15.215518689263275,good,rice,11.289882344908753,reproductive,11.466800651116069
+30.93003692020701,73.68626954206454,18.90735949624005,3.415681344243512,low,loamy,34.25905379171644,49.01173147400994,moderate,rice,14.847230853771416,seedling,17.04597184301448
+31.483848055144566,69.99230731786133,14.588399865085137,6.349682106888265,moderate,clay,29.607740738269356,53.84229162726581,good,wheat,9.447882594162849,vegetative,12.230715810646128
+37.37794351766341,82.24862548653708,11.162854568813106,9.66239673239989,low,clay,13.032030682053303,25.773393428221063,good,wheat,3.743228471133601,seedling,4.987203029834266
+30.916742054180183,82.20632750064627,11.81372292764504,7.025777858327891,moderate,sandy,32.72366044952848,53.90650070253096,poor,rice,16.019395841073944,seedling,19.971255515428
+30.348339619001543,64.7361935644202,10.779840181839218,2.399948940039332,moderate,loamy,19.493780416797943,34.13183707780668,moderate,maize,19.072488135107392,maturity,22.218172454020205
+16.66630101401725,55.79138214667274,14.140986098459766,9.910097101893015,high,clay,41.86063429681656,38.578804059306265,moderate,wheat,16.7783692214417,reproductive,16.713140157548033
+27.9602005486301,68.494217733906,8.377464533907048,3.254930637190925,low,sandy,13.693858222704144,30.54914355431441,poor,maize,17.281508946523612,seedling,20.76727069825593
+18.75422502042604,79.09272008222779,13.384080099115309,7.744552821576841,low,clay,18.10167862921687,33.82710637311063,moderate,rice,17.41436377903417,vegetative,20.046746561517335
+33.43584421803714,30.33912629047108,2.4322422991440207,6.260240312513568,low,sandy,24.813768483444044,55.41354485085283,poor,wheat,15.91158134027432,reproductive,23.27456748046394
+27.805548020316863,89.51982054089106,5.313906131229675,4.35488550243443,low,loamy,38.300590859133926,57.36472015867044,poor,rice,16.69236513335826,maturity,18.683791219910084
+32.00569448020883,40.97362633975195,16.720060776172588,3.418483883421673,high,clay,37.4337759720005,32.293447104577865,moderate,rice,4.303320769005694,seedling,4.773245659966952
+16.041822515059607,58.21493913959857,18.074978614867824,3.4216189142137257,high,sandy,20.16994791762071,35.718073638310045,moderate,rice,3.92828919911591,seedling,4.835668006437391
+17.11980040114508,82.32178409057201,10.780164751205994,8.867197449665284,moderate,sandy,27.98384138967303,15.80874917733587,good,maize,4.278957691243349,seedling,7.926275693588256
+32.908084701567056,43.50242394265196,0.632712344258648,8.983300113307386,moderate,sandy,15.540557022166846,26.281057195119867,good,rice,13.05585653716813,vegetative,18.710382361458027
+16.802108399966833,58.60771343402299,18.53947141583536,5.721164172997696,high,sandy,39.66643748722246,35.66185894589471,good,wheat,7.101108327869968,vegetative,10.382116162882568
+16.781418194131465,37.95493081087075,14.04128516054573,2.828971703399791,low,clay,13.851944817569498,20.12913750489272,good,maize,3.478856712140524,seedling,5.19867168913188
+15.302711880872186,53.70457952329156,8.280558475107217,9.07332083077432,low,loamy,41.87061110647131,38.82666320177192,good,rice,4.301753251071458,vegetative,5.918253591457589
+38.91253495748701,40.62812728758015,11.967578863989928,5.896131889400713,moderate,sandy,47.1588845340035,44.26416169215003,moderate,wheat,4.164939283625968,vegetative,14.072214960095769
+33.43770898647517,51.817664926269416,8.595496688827321,5.5100993829353095,high,sandy,49.62272324087383,42.498002274085664,poor,wheat,13.667745795138638,seedling,17.960407058243963
+23.83128521255161,52.40785300756332,9.30678453464102,5.258856195500962,moderate,clay,43.56329708092445,32.12562464941469,moderate,maize,5.428635081307164,seedling,8.297964737472261
+22.41338953219138,89.59024737589996,17.736197313188033,4.920113390873645,moderate,clay,14.976454524820271,48.465956028011455,good,maize,17.37772278040363,seedling,16.97236301093304
+23.74258074364624,89.68878175822633,3.221684938342231,6.208043228868753,low,loamy,23.74311342073883,25.976120539567034,moderate,rice,19.87528058516052,vegetative,22.472807588096927
+34.36633827952954,36.88717671963674,2.0733827096447355,6.836329812893633,moderate,loamy,8.997658070225977,33.463846720807496,moderate,rice,10.500260318421402,vegetative,15.105987951887496
+31.53426527676036,73.55812675970083,0.0545748902603149,5.731457628583647,high,clay,12.404811195464603,23.50774441319042,poor,rice,12.139847071099169,vegetative,14.202891889774808
+19.629889196686698,33.10472878014607,6.280007512242534,9.173185307640356,moderate,sandy,7.236368733724323,40.181429503282885,poor,rice,7.418496172539725,reproductive,12.319795212804651
+19.35273338335211,31.81152092023132,2.948275329688548,4.541289828235978,moderate,sandy,33.84895601942084,32.035351662431,moderate,rice,14.144278629141846,vegetative,21.474563192144277
+17.45989124283493,36.32003365469786,4.399709902762224,6.626494854294251,moderate,sandy,28.993421053237736,20.85563732747766,good,rice,18.554891823715717,reproductive,19.887591090067577
+31.507567992533453,87.92913942047605,0.2247796533075385,4.399631361551882,moderate,loamy,46.26557675539584,25.40924774304548,moderate,wheat,6.073377614763764,vegetative,10.505917919846242
+34.1093165555434,86.45181287368185,4.543908293754065,8.026800190340275,moderate,loamy,25.8353454557452,23.973403842362824,moderate,maize,19.20414285426011,reproductive,22.066111743900667
+21.6261607081251,41.63566921684082,6.654231638647479,2.816968794625885,moderate,sandy,33.90380174499358,55.54563598271664,poor,maize,6.763056805402722,reproductive,11.561739260076354
+15.52362402577282,39.700340133222696,0.6313499281976265,3.50959197436266,moderate,loamy,23.07188621350234,36.09771377229176,poor,rice,7.520874524433195,vegetative,9.632788739342692
+17.054291686910684,44.43210519095682,12.158082485942954,8.409611279415607,low,loamy,42.3255667710153,42.63279192310789,moderate,maize,18.496697348364386,reproductive,20.1704838224154
+39.19650087112576,60.93281964450853,11.37600697767516,3.4655807617563097,high,loamy,46.686906424230926,56.736688685092695,poor,maize,13.08739124647519,seedling,14.7717104444639
+22.386119436935505,64.1822779221246,1.9407155701985013,7.005970769557921,high,sandy,24.42792815514833,19.110889763450142,good,maize,3.538722406820677,reproductive,5.462591489092945
+34.23057869595334,43.29560582636684,11.90019555036802,9.761947615233575,moderate,sandy,8.721559421434593,56.84468785988396,good,wheat,16.650188181815558,reproductive,20.919853389388727
+30.616589221356595,75.39736728539671,19.973078372177557,6.183124910127726,low,sandy,12.359112313327838,36.98186049593383,poor,rice,13.91489783742758,seedling,19.524325931227
+24.5484909913224,48.57319016415904,18.88937905623081,3.499171570720554,moderate,clay,37.42449487060578,52.81071046266262,good,maize,15.632077198650768,vegetative,18.663709004411334
+20.14218155488888,85.32787953176462,0.0534198673532659,4.5655283655411,moderate,clay,19.637035636487667,18.399777745020963,moderate,maize,5.749777007892288,maturity,6.958209391960785
+18.03466045398516,69.40336238740383,15.907566226607193,8.587664611633905,low,loamy,40.34232376376493,23.646793960606384,good,rice,17.839853134669696,seedling,16.112778773331506
+30.375324200971665,56.1810716582167,7.07210552472972,4.81328730495979,low,sandy,38.73918067309607,19.708551478870632,good,rice,16.308601790993126,vegetative,20.017711237381807
+34.3658445159447,77.39472010217072,1.2730274066925484,7.7880908722385085,high,loamy,36.24357505534159,42.67108918689201,moderate,wheat,19.276183963565057,reproductive,19.126940779833053
+31.097606338528266,79.07487756279988,5.919664274324161,8.218800503072082,moderate,loamy,41.63975980024075,17.038070127295022,moderate,maize,9.949501337620324,vegetative,12.563084278282172
+28.25755333122896,47.42889633653662,6.4347303262592455,6.009462777961313,high,sandy,39.04501416227404,49.62612756966264,poor,rice,11.812041811891524,seedling,15.415854147411164
+16.048780585790908,50.38287263016506,10.464884786181138,8.265707074931111,moderate,sandy,33.466455462086785,22.521814558209943,good,maize,14.929411383859218,vegetative,18.509581823328936
+39.2122194398596,86.1573092237162,13.221675345377092,4.535224035425715,moderate,loamy,5.1902243861108825,22.77377309897481,moderate,rice,4.774619763175735,seedling,7.178731767185827
+34.96785479136436,39.88446230179632,14.98111224416816,6.129277173731246,moderate,loamy,28.205474364201187,24.05606481954859,moderate,rice,6.576271016349291,maturity,11.445486558149106
+22.32055091752412,32.52902501777605,4.918060851265333,7.492466111777124,moderate,loamy,31.7863801879202,47.319404772500754,moderate,rice,7.900300288107526,reproductive,9.41264091756139
+39.49925823397126,57.24331935657296,6.43541140496994,3.344585178435043,high,loamy,48.22906553993311,56.21079758048344,moderate,rice,19.06696453879153,vegetative,23.6313804884518
+30.04703974090805,78.07259401461774,6.167634137194704,4.1889757390575175,high,loamy,34.271692769578486,55.37550070802385,good,rice,3.0231044166880885,vegetative,3.7864444030898503
+29.56056645518116,76.30008637864475,7.254737362417529,7.216292827149217,high,loamy,30.89631898495781,15.062711050536253,good,wheat,19.89743550175561,reproductive,17.15314810747982
+33.7018294857383,85.17183773476995,19.993126179126776,7.242880958636428,moderate,sandy,29.353722956879547,23.121845165433893,moderate,maize,9.72493242071192,vegetative,17.202034828674343
+35.29424470225344,61.99203986214241,15.558866056548515,5.946421171623832,moderate,loamy,9.648184718411873,43.60909829616393,moderate,rice,14.020929655396838,vegetative,16.61207522841785
+31.411965183287567,36.003880293992,19.49980930537394,8.364682854256964,moderate,loamy,24.24289448231209,40.92753203788914,poor,wheat,9.982468316198393,vegetative,14.98369554195144
+18.202393659155,65.32133846016097,13.862221190941144,5.856439216039805,high,clay,11.046006162403083,27.501453245278327,moderate,wheat,16.32879354244947,seedling,14.56091471478716
+23.45668764986246,76.7037368611927,8.125414032945686,9.050578123309863,moderate,clay,7.371398776884094,53.142166170732594,moderate,maize,19.159881129809225,reproductive,20.71927219389157
+38.20209100815124,35.59968721618959,7.794883672539498,7.887227446975563,low,clay,19.82611364647573,16.523313755926797,good,rice,10.612178843167367,maturity,11.920624718601902
+20.615390296096297,40.359444065855385,9.771622899500905,4.51755890642673,moderate,loamy,34.044897591322936,41.95159390426064,moderate,rice,6.063375831619721,vegetative,10.905490578378169
+24.304175595937835,30.73743966934025,8.337395667288748,5.162032067876444,high,sandy,44.00588007723078,23.65422378456856,moderate,rice,6.77539487567433,maturity,9.941441042755596
+25.8019220736049,65.61915476680862,16.566524921854914,7.341493486158765,moderate,loamy,41.46646402598506,36.35873110258656,good,maize,7.518632975251105,vegetative,9.628918843673487
+25.985124742361304,83.20406351675427,9.300040260533857,9.155620950587933,moderate,loamy,18.26104327857066,29.374328522459223,good,wheat,6.766490692656081,vegetative,8.539514365450954
+30.323489562363136,70.23979896012597,5.91228720421692,3.42966986162807,low,loamy,7.069847826048697,58.9867549713813,poor,wheat,3.224944253085581,vegetative,7.767139126025711
+38.576895943617686,88.92240525545893,15.497205373933037,6.117308309935841,high,clay,23.120517917172627,34.33461368872986,poor,rice,17.652625714362344,seedling,18.244423401094966
+21.017317795812623,33.78201914998569,17.08840818762789,2.9502753705950138,moderate,loamy,19.16506807988244,58.804669639469815,moderate,rice,14.575892451711647,seedling,14.026666794072206
+18.03753440752295,84.18006510908978,8.408579122809028,4.23564124256105,moderate,sandy,21.706904062554045,22.75104583551836,moderate,maize,11.76781379480774,vegetative,17.18548695331352
+19.936762246498432,78.84409724320085,13.35617143811064,7.487850874345939,moderate,sandy,30.159452339379737,48.39704661407711,good,wheat,5.497902501022386,maturity,8.206323135275964
+37.17312250523174,48.85449122997029,1.176090677766095,2.6218770819852937,high,clay,6.368608544965149,45.852906259615466,good,rice,3.692173174952168,maturity,2.666239895891491
+31.14527031638015,88.41159311023512,10.589297039429333,7.2988686551107795,high,sandy,21.686258136787664,52.38226437310505,poor,wheat,9.53861551559168,vegetative,15.015894264775987
+22.147669730979004,47.27626489028491,0.899622754910161,9.206488967562375,high,clay,30.138498926875783,44.68037318795324,moderate,maize,3.09040952885468,vegetative,4.939864048435862
+35.39867347421543,83.3582834296931,0.5838168098893615,9.75496232814773,low,sandy,24.39368919349374,44.11795490602712,poor,rice,3.9711495523743294,vegetative,9.483345564450175
+36.5342499090859,82.84491462445136,12.25849701045478,3.733057608204124,low,loamy,35.02530242589846,43.03538786393085,poor,maize,4.248090489274083,vegetative,8.362905372518462
+36.16285846725695,75.45945699617835,6.066707647899743,7.991183652863007,high,clay,13.375930636332829,59.25257860382109,moderate,maize,16.86855564133292,vegetative,21.0529915757736
+37.97316334098886,63.80822842877111,14.850743249109309,9.410963589644238,high,loamy,11.922264916870525,21.404888803893225,good,rice,15.345142446593112,seedling,15.539347719350252
+21.30602550433404,37.20016497701329,17.921651212651845,2.730954486795488,moderate,sandy,18.8543490836801,11.505684242970595,moderate,maize,8.261461398059783,vegetative,15.649381650055483
+33.87604821865696,61.9183040697899,2.787823474607014,5.312188867913642,low,sandy,9.577815883382488,43.898543221695874,good,maize,8.166000505947842,vegetative,15.408655736258275
+26.5134874318535,51.40777533929607,14.490456771578478,9.355278134977327,moderate,sandy,15.63178412128982,18.61688849927798,good,wheat,8.85397355917817,reproductive,12.246174251831178
+36.04996382225154,77.5330219893211,10.290399965766866,3.622299986038641,moderate,sandy,8.91070059138724,43.96919650804859,good,maize,12.614118732876308,vegetative,18.38116401038787
+33.212266929040325,75.4877523898107,2.242385003253977,9.470085470302736,moderate,sandy,23.088998911989748,25.984270541485024,good,rice,17.62245284961665,vegetative,24.53373064224486
+34.41118616249312,84.63675044235632,13.031852129614494,6.217536568702228,low,sandy,37.01552326016169,12.167585870324396,poor,maize,11.10981079837904,seedling,17.818805477171946
+31.404045942026787,30.889809745902472,12.189336062129456,2.799144660300445,low,clay,17.8942136320575,48.48839961120402,good,wheat,5.524194921498848,seedling,8.090186248735447
+19.43571923674267,78.54619300938276,10.312837348015652,5.59901853404412,high,sandy,5.167891165015087,12.582408741941215,moderate,rice,5.695274829208543,vegetative,9.21464600451582
+28.62567297242346,86.30772318748012,18.52942409119316,4.61008956373653,low,clay,30.06803459475909,21.20691578175115,good,wheat,3.9690053906885696,reproductive,5.125478278996497
+39.616743488112704,77.358026946489,10.42159392208033,4.257633284414466,moderate,sandy,36.13736962480981,26.82043168975886,good,wheat,15.586192206413733,vegetative,22.15936406352065
+38.43470166242797,37.811667592222,19.81030230900425,6.33180460506947,moderate,loamy,22.60922820663169,16.637472529050022,good,rice,9.787209914021537,vegetative,14.459295301555294
+16.079343394925292,34.87674629045326,10.18457627696222,5.8687415260149605,moderate,sandy,18.36499555948206,55.6784580446563,good,rice,18.606388330741677,reproductive,21.273913256912397
+19.12037039323593,31.25071438846205,2.317040766027352,5.855737276960736,low,clay,27.07870097662266,41.091824545840254,moderate,rice,8.271198970345107,reproductive,9.844507713645578
+18.293219336364047,67.72471354968425,9.409425021500608,2.7051338488249224,low,clay,9.555784915476366,53.7697973403219,good,rice,16.571225872694882,reproductive,17.021905678439563
+33.14949774963239,67.78035911159324,3.646575251101425,8.418545448217092,moderate,loamy,33.97667989957641,44.10260314787882,moderate,maize,11.41867488016653,vegetative,15.726840093845832
+35.44463324642363,89.21482285309273,11.942669704348546,5.851514522846362,high,clay,37.998371695323264,59.59727030018309,moderate,wheat,17.42712592517433,vegetative,19.70635960051178
+20.3377841577668,53.88259044624574,13.862643503872023,8.567246629614994,moderate,clay,36.70838047276426,36.25763994303297,good,maize,12.54142526182928,maturity,13.598110913012013
+27.646317323795724,49.91437709384981,9.368705574141874,8.596757132407603,low,loamy,19.790012309284062,12.688162064766232,moderate,wheat,6.270600311167391,vegetative,10.94719663745336
+36.01757570028,67.46549563106355,1.954059353662965,4.5370825987843455,high,clay,42.921979900040455,18.042932217884072,moderate,rice,16.618842449403964,vegetative,18.560169100611887
+33.320038619156264,79.53652035045565,9.372827971671056,2.034770430460899,low,sandy,47.60819467581489,39.42163309843568,good,wheat,3.0960287399227315,vegetative,10.294450501298869
+28.555930137296208,86.20643697138011,1.629084294688008,9.289965419664949,high,clay,18.36834003472244,27.38642695288217,poor,maize,11.573498539030412,vegetative,15.024911387494374
+29.75869226146932,78.1874499707423,13.64251911013068,8.085557544689923,low,loamy,16.82236342795334,15.644640048264176,moderate,wheat,6.32896004324246,seedling,8.820246832231568
+27.709013672907,55.600438836948285,15.80736449730175,2.858015654587769,moderate,clay,36.68475918780142,21.906987095932443,moderate,maize,8.74651015127202,reproductive,10.641201867924076
+22.43871128297052,68.09485411872384,19.24760654454078,7.613816272024811,low,clay,36.87268814892767,33.72853651837558,good,maize,9.954645337636803,reproductive,11.630357661000987
+29.125549821475403,81.37795960296702,2.9760421425691286,2.160186149351045,moderate,sandy,27.968783996250952,35.90909351081716,good,wheat,12.519329481119264,seedling,17.66460136414844
+32.222132551252265,59.43658129870437,10.648406710666084,2.222072553765588,moderate,loamy,46.54940016190287,56.72906294016804,moderate,rice,9.027465940208256,reproductive,10.770144291763266
+36.83307289652019,43.00119862232357,11.350747350708373,6.20658591678274,moderate,sandy,11.584176104105255,14.533962415337792,moderate,maize,13.96119714139396,seedling,19.95046579534113
+30.907283849481203,40.18340638487238,18.449530675619595,2.768299433890773,low,sandy,26.481519107172705,27.89037250837005,good,maize,6.186806956601526,vegetative,12.321767822847905
+34.02803842607895,30.009464674683404,12.545532811930284,9.71469217987935,high,clay,6.584309217503338,35.302460569556416,moderate,maize,16.42840675838867,vegetative,21.17158467236957
+19.001790873864323,73.09427969887706,2.910192912906422,9.1506498132021,high,clay,7.369517390815169,15.66337904860979,moderate,maize,13.231534082758063,maturity,13.292545352252317
+26.538936860494747,36.66583253075943,8.727026479263785,7.198496249983078,moderate,loamy,7.415804036110281,44.39010116383373,poor,rice,8.980149428527046,vegetative,12.9452627432395
+15.233290495677332,44.63034598175643,13.09525057012501,2.5096717667065063,moderate,sandy,27.130467788859757,35.75140456586354,good,wheat,12.041749624627933,vegetative,16.614077225150293
+21.166971613040577,47.8725798913676,14.005688641385948,4.598682062456521,moderate,clay,31.50340488563341,32.97559588492104,moderate,rice,9.867359467078265,vegetative,13.39654603078677
+33.16154287782512,63.6227916082061,17.26147997181147,4.973783983248351,low,sandy,5.156937343074067,42.80402869160449,good,rice,17.87347747940833,vegetative,23.29107231017912
+39.79524878373408,53.87743663774616,3.610142396887943,5.847038686629597,high,loamy,33.464588180874685,24.390734552200605,moderate,maize,12.287948896510636,maturity,14.248218533684025
+17.479452489680398,70.48043952138971,19.03084293510997,3.3512229920516177,low,clay,27.03653384628531,26.966355084129717,moderate,wheat,16.40645008094135,maturity,17.902942764715757
+25.037357896532207,33.338319559722166,1.182788240311845,6.620093142377567,moderate,loamy,15.071084872774852,18.134924916040863,moderate,rice,16.513853750922294,reproductive,19.276304743944245
+35.00177421747899,37.43635165586637,19.67524269137804,5.486165183273786,moderate,clay,5.67950549344295,36.186298418548304,poor,wheat,15.477140884886698,seedling,18.826026300337556
+20.10089086572247,59.952690211996,17.15534185732817,9.578375707142868,moderate,clay,12.024643992999277,28.620437687459063,good,maize,15.763634680006534,vegetative,16.588370282253432
+28.877123732557155,50.21788727080979,13.205455655243426,9.489561837001752,high,clay,32.01495060161709,23.016543196286698,good,rice,6.816870133474494,vegetative,7.067582211807843
+33.32678240074187,47.74880176508158,14.699910005288432,6.523791642719779,low,clay,34.64780916829924,16.237110387717593,poor,rice,17.80774165239341,maturity,20.726394443861956
+30.39963625650448,34.02168474225137,1.4538401183759286,7.154794687924282,moderate,clay,34.11775408410099,11.161260213258023,moderate,wheat,15.032724048405573,seedling,18.632136627436687
+19.7006183653854,83.74315048488009,0.8295972578890476,3.1023717421899395,moderate,clay,11.892304404848549,19.66761357206256,moderate,rice,3.917303866804265,vegetative,7.331399534809904
+23.884614217143486,71.50911516750304,2.0353159310273106,3.7865859107213726,low,loamy,46.0046441301002,22.37130984132101,moderate,maize,14.01003421772982,vegetative,16.452943371782375
+34.59479461213493,37.297089409178966,1.7471962932827556,9.205723233615275,moderate,clay,23.492843309914477,34.271815337431505,moderate,wheat,11.194312936100022,reproductive,12.258349997031054
+28.855662853300416,33.90275746422844,10.947624669388702,7.59332738316588,high,loamy,39.56033398499182,22.04983117288681,moderate,rice,5.420845675617174,reproductive,5.929638701806422
+15.13074033857282,88.49235200587458,4.308879742235783,3.51544157826462,moderate,sandy,12.491642286720529,50.88267468337424,moderate,wheat,11.042560959220795,maturity,15.080356909371671
+34.02476900070235,70.87035302637028,17.20411274413453,6.561682448585783,moderate,sandy,26.17559205914038,33.706444506424646,moderate,rice,18.67980046754173,vegetative,25.0
+15.882783873505977,55.047364265624495,8.914972461361444,9.478090003915591,moderate,clay,28.468452982361114,41.19053821583766,good,rice,17.892464254745295,seedling,19.183041796031997
+33.6433445682808,72.10386244534709,13.9102095291655,4.761368849295229,moderate,sandy,39.66598628727495,20.396917223950854,good,rice,4.4682256383611785,vegetative,11.735250499449512
+20.062014004130937,75.37990718880954,13.057461859403196,3.486563004152682,high,clay,32.96835207478968,30.80640644871792,good,wheat,10.488759483230773,vegetative,10.857744548118982
+38.9518370029845,76.79773214332675,6.397060778594201,9.536202215272787,low,sandy,22.968612009526748,40.1388678482257,good,rice,11.66222617466066,vegetative,17.751499855691428
+24.198518782552117,58.67263833918346,4.863351470514581,5.6901228823367935,moderate,loamy,17.71315920989963,25.552294396619335,poor,rice,14.74830599272288,reproductive,18.02486970360958
+23.173290408451976,55.79296548749088,6.849125705932703,5.337935989302132,moderate,clay,48.783053784428944,26.80987044530135,moderate,wheat,16.032109678710817,vegetative,18.70852125863505
+18.72220125831112,30.66168505613402,15.93316747699675,4.140537598342002,low,clay,17.803849702617825,50.37125917709704,moderate,wheat,17.08432817612147,vegetative,21.74493449302689
+22.64010538725537,85.59342690851028,11.725536968392367,9.132682359577151,high,loamy,10.826326419160324,51.85906851617412,moderate,rice,13.138319970525393,vegetative,16.431069464062265
+36.916269045705015,66.19847270333659,5.070773250383507,8.7649341351166,low,sandy,18.51875108229065,36.64704662109151,moderate,maize,17.997727448504456,maturity,25.0
+39.908358440681184,42.18923623139808,16.356928861208605,5.223923195494033,low,loamy,19.712137983020572,54.82053776545513,good,rice,12.46062021562125,vegetative,16.140425955908338
+24.207738262671207,85.1762051652862,1.0951877222061346,2.244906239176631,moderate,clay,10.753677906692026,46.83410014981697,poor,rice,3.3925387614972826,vegetative,5.317035164460235
+26.215265773863564,84.89591410621779,13.983667499805907,5.573211444049116,low,sandy,36.866529607453245,12.76507929446504,good,rice,10.796674627235362,vegetative,15.320537776453104
+33.05177345506843,89.35104986196575,8.782016114986217,3.4468641326404263,moderate,loamy,32.86242564025514,37.97367235090746,poor,maize,5.739953125962153,vegetative,10.19756369993222
+37.154894511626864,82.44339378833874,14.625807721317765,3.1418725611910494,high,clay,19.24769648675678,44.88966487034341,moderate,wheat,12.759572408010824,maturity,13.371744029803653
+29.826108354669604,89.86706326920388,18.549225604868536,5.144748895163389,low,loamy,49.685004231349694,37.04424157642622,moderate,rice,14.573362502585384,reproductive,16.898344061046696
+24.788142454445733,44.68117128739635,15.000681958938078,2.792615498757017,low,loamy,34.47549829245939,51.59879251588898,moderate,wheat,14.5774920379749,seedling,14.796623777323235
+25.3155460212156,80.53497511195405,8.839307106227647,9.65971605545332,low,loamy,36.64334240175965,25.04185649340355,good,wheat,11.337400245440833,seedling,12.357308708643856
+32.39045366242017,79.38169852774587,3.019513630277615,2.3803134542502544,low,loamy,30.07321925467284,13.273956657370558,moderate,rice,15.187346671828578,seedling,17.009718064458028
+15.080456590106968,43.856421553244026,16.127019516108675,5.210957019189817,low,clay,29.82086332637973,41.68102643925639,good,wheat,4.943684468736972,reproductive,4.512342704895719
+30.489733436496017,35.906252940059446,9.21411053842743,3.301621616253559,high,loamy,5.901001996022565,46.54003065229015,good,rice,19.11182250857149,vegetative,19.824033114925925
+23.887325261033936,88.76523082065597,1.506246469142596,7.510490572230049,moderate,sandy,39.690782463606666,48.26269341455822,good,rice,17.334513070781675,vegetative,23.08487157909288
+34.8549332819271,47.761473091236624,14.38110795553732,2.630491593716494,low,loamy,45.98333416245194,10.55302617177956,good,maize,17.53558423580283,vegetative,20.47711369791689
+17.324765995578304,82.25350742806836,5.837039318331794,6.374444593669074,high,clay,10.501878994875014,43.66891241624671,moderate,wheat,3.561780539726488,vegetative,2.757767619496925
+29.705056673709763,30.247629280476232,0.9777645901037046,8.184811961615502,low,clay,40.803371546322026,11.036389215109123,good,wheat,6.898854556130618,vegetative,10.62709047231078
+27.02432224715309,31.261488433176133,18.055020299481555,9.600478680391769,moderate,loamy,29.043815353862072,48.73930083039729,moderate,maize,4.687594019386048,reproductive,5.4861529879628295
+31.05813814763069,57.952278521782105,9.6620218418782,7.588220503755301,low,loamy,17.8389122682323,45.155257031579744,moderate,rice,17.71179608995771,reproductive,20.063530771348564
+16.62133986207421,44.322881036103816,5.619221063460431,2.795934061076668,low,loamy,46.43978304624445,38.370695182097016,poor,rice,15.748373067974631,vegetative,20.05701866159366
+29.499594685703283,71.39047700615785,14.327731157698231,2.708164397713128,moderate,clay,5.781690593316528,35.31622029877235,moderate,maize,4.634801873902319,reproductive,7.445963992064074
+29.03711469898809,63.93385953407726,17.718047553651274,7.852784388304527,moderate,sandy,17.33263512430985,45.755393152513406,moderate,rice,9.835379538626578,vegetative,17.127950115965294
+29.016502360404274,34.64914784702949,0.0061415006751097,3.722635240027749,moderate,loamy,44.88124237367951,12.859765417847989,moderate,wheat,11.702505654849382,reproductive,14.32618143239296
+30.08719166491137,39.75769777894303,13.757043700843074,5.57791446906599,moderate,clay,26.6456522168541,51.609468366077365,moderate,maize,15.157174196003666,reproductive,16.718247422300077
+31.91169843065905,53.28295620350485,15.340233880368428,9.812968810810872,low,loamy,31.95148120224527,20.061309395256718,moderate,rice,7.9880919174790685,seedling,11.055863723803148
+35.12472499201924,41.13624383732599,4.19854854558986,8.559254387231004,moderate,loamy,38.73955975404964,33.8894431562921,moderate,maize,7.93741564049448,reproductive,11.531788773557922
+21.74551800320536,77.53334083463571,9.792476628203488,8.772746858401604,high,loamy,11.658812730050236,34.33997123703999,moderate,wheat,12.037963453770647,vegetative,13.648714405592024
+35.62623525450155,54.964214133196805,1.7857179783587165,8.886159237824629,low,loamy,14.68287967327676,48.85617665205618,moderate,maize,11.934711959728444,vegetative,16.957625803406753
+27.45639205658634,35.60591201054996,14.93499765030695,6.956362720972463,moderate,loamy,49.93829837844165,19.64955352001257,poor,rice,4.906619816858985,vegetative,9.153449470374865
+16.926456978358278,59.06057413632749,16.94912037126705,7.951471390899827,moderate,sandy,15.685371781530264,24.987486946953293,moderate,wheat,15.115565469509017,reproductive,20.008246694154
+16.46377323109948,35.45029086368485,2.163733146493212,4.871687317074298,moderate,loamy,29.264112785855577,43.155398031637176,moderate,maize,6.034554738218684,reproductive,6.7127532049539065
+23.355957967401523,37.73623832518904,16.329205068656695,9.987569812582803,moderate,sandy,18.441827146257275,30.63858706560192,moderate,rice,17.447449688201758,seedling,21.063242761488567
+34.62242442778669,44.37658992169232,15.431403409690672,4.23697735723716,moderate,sandy,43.31388484487139,24.94318115281218,good,rice,16.14434362926854,vegetative,23.5676173517999
+32.6920233685229,81.57166231484939,6.938266407417945,6.720059226428156,high,clay,48.27901229291981,41.071161123661895,poor,rice,19.675415275734647,vegetative,20.80886896535468
+34.71537411681016,85.47675193997831,13.805790598671663,4.256493426569547,moderate,loamy,11.358158630184294,14.328609512821718,poor,maize,5.908340126049482,seedling,7.783599866635549
+27.931726411040238,79.57546375992415,0.0009624778862349,2.8965684044805853,moderate,loamy,32.0258058072189,49.48892859594714,moderate,rice,19.05657119297084,vegetative,23.47846497670074
+26.004974948887263,50.04463304507084,18.635953089319973,6.540686518749413,moderate,clay,41.52094398519549,36.23746086171473,good,rice,15.455459194762518,vegetative,18.38761481091028
+18.686313167657097,46.3467864665299,11.007664706167455,4.826789366929118,moderate,loamy,42.03625383490567,20.30102546543617,moderate,maize,17.980851942122143,reproductive,19.2235746767456
+23.20481884023279,62.94934144741435,12.40677728123999,6.665754140187102,moderate,loamy,24.82014586107869,30.425795865028874,moderate,wheat,3.582496287969376,reproductive,6.681115177169409
+25.85048415434688,73.31118963198674,13.293188270781972,6.469427813319943,moderate,loamy,15.141935382260916,16.553840063908094,moderate,wheat,8.455585858596839,seedling,11.282776306208053
+17.21501074199043,89.6023672896105,11.227380344367337,6.338053833148493,moderate,clay,22.421296675059924,40.829055646467566,moderate,wheat,3.500993393617618,vegetative,6.220111476242208
+20.51529881778028,37.894242712735576,17.13527775078926,2.9864089763722355,moderate,loamy,38.80187190609147,43.465031565918885,good,wheat,6.092795152826884,vegetative,7.703685898167976
+29.955632351593472,32.95751994142827,12.19403664303088,5.521446194802857,low,loamy,49.72000515263023,30.26429640503364,good,wheat,18.032554202896865,vegetative,21.464453138842625
+33.39157785597975,71.66135333971626,18.15519982480945,8.496031515190335,moderate,loamy,29.943014354600816,26.9845244123819,good,maize,9.984163140542549,reproductive,11.295352632124835
+39.95868778482374,79.93354701023434,11.64663244468018,4.521147964357087,high,sandy,13.780598389210509,52.48923745705776,moderate,rice,14.415547739580202,maturity,19.79969510425688
+38.327833283588944,80.7809267919854,3.422448439611332,5.550652042336521,high,sandy,6.887064504686644,38.80346218555543,moderate,maize,11.226558441330925,reproductive,15.05365784328012
+31.06412998837979,70.70781294462964,18.271251116786058,5.950652722562144,moderate,sandy,47.46604279539471,43.35106360225751,moderate,rice,11.05172156238528,vegetative,19.4769090914513
+25.5312013323518,87.24094824715122,13.632549967195535,8.901850500733957,moderate,clay,26.736494102252564,16.375955670097422,moderate,rice,14.04650015486168,seedling,14.394963115738769
+30.90443411770582,60.66028581267521,13.984779888711124,7.244798153808151,low,clay,37.24667008329713,45.66626471307894,moderate,wheat,10.391274532942472,vegetative,15.226895836862546
+34.6412904520058,84.82888790017276,19.709635011432034,2.801620278698512,moderate,clay,34.70814658157642,32.23053872615488,poor,maize,3.35205388292401,reproductive,5.259226382986701
+17.958404773084684,88.06872821949139,1.5039310841915832,8.92136788644017,low,loamy,45.0892077867744,28.333421139351707,poor,rice,16.60875533890355,seedling,17.530067609662456
+25.247622242407207,80.82944742018645,8.571852141903427,8.656527803856719,high,clay,16.97407576465924,56.47020998244008,poor,rice,7.648708695284206,reproductive,7.145634104013039
+35.99505714089043,48.58551379551724,4.781907859732304,8.029167844793403,low,sandy,24.877404197728804,12.696699359798538,good,wheat,14.413725651014309,reproductive,17.917284686406834
+24.5958237983261,41.77293907021772,12.608529294273144,5.728464146550701,moderate,clay,46.11293743930092,19.78032024497257,poor,maize,14.18878305199138,vegetative,17.49556351503394
+29.296806780679663,62.88720389890911,16.13623367496144,8.060363067886454,high,sandy,31.35092863045707,28.75200430435208,good,rice,5.458406066073515,reproductive,6.796169032265703
+29.694234021554955,57.18088502281131,19.326214177848254,5.829936501142058,high,loamy,8.211273638044192,26.202004856119743,moderate,rice,5.798760723636467,reproductive,7.941500114974375
+19.611906328340982,82.66550053156398,9.091922139094402,7.892988274617303,moderate,clay,13.751787944435629,35.53419250219119,poor,wheat,10.612672384954807,vegetative,13.213607364592928
+24.05588604130721,36.001900264029224,15.724364612852083,9.04088131978029,moderate,loamy,15.674675766297948,30.045102628048127,good,rice,8.810350712752093,seedling,7.4596693016870415
+23.362782218548304,45.46440367869111,18.34103184080759,9.124332681044772,moderate,clay,49.72034719754072,49.41445294201253,moderate,rice,7.647704167258512,seedling,8.788725329207246
+15.65491771330162,75.10793667112252,13.666508650717695,5.636628593499637,moderate,loamy,15.08625455255774,48.40002765832837,moderate,maize,8.2575805735137,maturity,7.309464480030616
+15.60479409728388,35.699198698638725,4.854651048995424,8.874741434816233,low,clay,44.13578322269253,48.61873880184749,moderate,wheat,7.325559773729885,reproductive,7.484826249105096
+35.79242609189434,49.24586484130201,12.157083022155827,2.811659044061705,low,sandy,8.514304247721267,28.467727628900622,moderate,rice,4.882636725527204,reproductive,8.531886570404227
+21.82677024932031,53.229323643238985,19.39904095634373,2.814555339894248,low,loamy,13.177431204823517,30.368423888072456,moderate,maize,4.493655166399619,vegetative,7.522565179584811
+27.951969155970385,67.3556277937614,19.75107657723131,6.38613557493984,high,sandy,44.24248452514993,46.02309642587628,moderate,wheat,17.96051590592576,reproductive,21.45538136949215
+22.468139339719325,39.48795874316188,12.847196474335565,7.214756947650152,low,clay,45.45214145296683,16.209918319346542,moderate,wheat,16.852852209377005,reproductive,18.291781524260596
+38.51698112788351,81.63626942098257,17.739755157439784,3.223950207827221,moderate,loamy,12.928831337876057,52.59598085793213,moderate,wheat,11.402710058446251,vegetative,16.078163353622095
+21.482418971644343,56.852534127976455,4.0069872769720565,5.777440358447944,low,clay,15.343348288927366,37.062911890659706,poor,maize,8.436661562098971,reproductive,12.569165771402584
+25.741420318473377,85.02130271283339,4.921572099044336,2.7549013425273845,high,loamy,28.875529909947208,52.42726102224577,good,maize,14.67405051558554,seedling,12.295489825466406
+36.81825626211504,58.072194818035896,19.057752257697192,6.816795884426483,moderate,sandy,7.370732844714087,49.68014904678567,good,rice,4.855494997649943,reproductive,9.67509742642352
+36.04833916979521,46.502415536444005,2.704707509896158,8.840752294022783,moderate,sandy,47.537787535491226,28.71915426877396,good,rice,4.726689543399578,seedling,9.4722518097483
+19.65253544615693,38.50972972126049,3.8221287618695783,7.90111180815619,moderate,sandy,21.29345262912572,15.077985499951849,moderate,wheat,5.399339000019064,maturity,10.233512296598356
+35.06608274489276,30.22470568267709,8.410971982401033,5.02633241943417,high,sandy,27.01795846028683,56.04151204049901,good,rice,14.765346745363216,vegetative,18.86133483769364
+26.45467216844732,61.929449099090135,11.791685755067007,9.950350373096974,low,clay,9.727175980739668,27.230267485829497,moderate,wheat,16.96631234223723,vegetative,21.75887439099196
+27.07422180213388,36.42940181561541,12.076344379365434,7.303479811729094,high,clay,6.464508554482294,28.68708452784938,good,rice,12.11674511947712,reproductive,12.14757612881073
+18.3369993103986,53.5036658178707,5.839520173311287,8.521987475539833,moderate,loamy,26.05176079114524,55.452425052456334,good,maize,5.86716212819389,seedling,5.732243098548312
+17.015037843928116,65.35630567422521,18.412277959006964,7.357579098333861,low,loamy,10.475031653859205,55.86736014592944,good,rice,8.725559565838331,maturity,9.43924636248138
+33.198482674344135,46.541153814162016,18.301998152157253,9.915330328697014,low,loamy,33.36434097006385,23.1453093447126,moderate,rice,16.989806579424013,reproductive,20.384401674548023
+27.41152880888249,40.51345754196692,7.841361061047449,8.570878137742184,moderate,clay,40.75165865012994,14.44781403230326,moderate,rice,11.714073820450324,vegetative,16.21759980338684
+25.921267565379488,76.4832973565605,8.685835388605943,6.155385743163524,low,sandy,6.425200927530057,10.055401311523257,moderate,rice,10.669115630584743,reproductive,14.460845414435958
+33.23770571630992,86.80747033689724,14.049942336478235,4.935036502700719,high,clay,32.55001260984812,31.91472423109782,good,wheat,14.204357169674152,seedling,13.036776407834717
+34.13782247477774,36.02642507171796,13.259917927978016,7.457238633190739,low,sandy,41.70320378247042,38.42867008136921,poor,wheat,9.030394618657075,seedling,16.079234791329217
+18.97270419173384,39.33541946310047,7.645940299219247,6.721774470456071,moderate,loamy,24.77425907893882,23.51690015660733,poor,maize,3.0732358792475774,vegetative,6.189869340494647
+30.255628736941038,87.60075943516313,8.284885030420067,7.0348047282203625,moderate,loamy,48.18670987293471,22.987482554940826,moderate,rice,18.99304301562613,seedling,21.221292935825243
+18.38385205694214,32.26705330873477,6.960778868430779,4.744094130270056,moderate,clay,10.003770801152529,27.839252269898708,moderate,maize,15.079938792920291,reproductive,15.519919277900604
+33.784377150726144,88.65794019302834,4.707700139066158,5.429827364564436,moderate,sandy,19.534300855328603,23.1542551476705,moderate,rice,19.286509209668417,vegetative,25.0
+31.42387890667849,30.278668985099326,9.162767258482791,6.464772599125198,high,loamy,15.353376527100677,52.92192022761221,moderate,wheat,17.450654519841148,reproductive,18.75388963732045
+38.91536552708645,82.42011933907989,13.72868263805081,8.714267215374743,moderate,sandy,49.82860199934386,42.14211955564022,good,rice,9.356971674777084,reproductive,16.268081179771787
+16.72395040891053,48.43951085926497,14.83933410628586,8.103271342103225,moderate,loamy,18.237935939251045,51.44734164411164,poor,maize,9.43641877161244,seedling,10.857321549720403
+16.426368028781358,86.31533149063779,15.577472965119252,2.949246964022323,moderate,loamy,22.456703677730637,53.02391248027562,moderate,maize,5.451615765580408,maturity,6.533013142995637
+22.05467686733,49.01671731813513,7.49464026906243,3.9644340001551344,moderate,clay,43.14274203690421,31.75049730030697,moderate,rice,16.724055871136205,reproductive,18.28580689110192
+21.54264209339765,69.25837929204336,15.292719885699473,2.2132617994642194,high,sandy,46.8483578593886,33.878872431498664,moderate,maize,13.535105283538927,seedling,15.91035748359985
+21.1744699768,34.8019541859562,0.1303263138375054,2.0636845437247318,high,loamy,47.19862531962704,58.89097993463224,good,rice,7.348601417846564,vegetative,7.316622315651815
+37.65636451302592,44.53978868722434,9.540998754337645,3.795003754241934,low,loamy,30.11756173920876,50.84199561819254,moderate,maize,19.32064366263428,reproductive,24.000348100924104
+21.238654996237653,76.42076078875505,15.878088002653817,8.394567584074636,low,sandy,34.848600172158534,49.894716041305465,moderate,rice,16.0526648426363,reproductive,19.89662596361421
+21.79874315321577,61.72115122072918,12.600894412827069,9.237981265395096,high,clay,20.712727704353757,39.1856603636322,poor,rice,18.00405529454727,reproductive,18.71544387555856
+33.98495656044909,85.67814370722269,9.481262483090154,5.134146927188785,low,loamy,32.32214282076265,33.05751297733014,good,maize,5.958432042367149,maturity,6.913234873375666
+26.2434960612635,55.72508450048126,12.892840132126985,6.505588772853429,high,sandy,18.623663080298197,54.73053483241101,moderate,rice,13.073859776091924,vegetative,17.304084887647807
+34.417763923879534,82.18874194883539,18.13892006297328,7.648420815643046,moderate,sandy,38.57127603616951,50.2278480793605,moderate,maize,19.844672517636425,vegetative,25.0
+16.63415393910963,56.93732624869425,11.327636012204149,9.623493594013812,low,sandy,18.824455244835637,35.83944536672347,moderate,wheat,8.940732162405624,vegetative,14.343929711467542
+27.189279841834608,88.75489672211911,15.995723829202124,9.303457898379452,moderate,sandy,44.5734818708929,23.52454009870245,good,maize,9.857270639542715,vegetative,14.654218665499362
+15.840340004582066,87.5900628839326,19.614854504503956,2.4575384270510394,moderate,sandy,11.456775017247327,17.363970197823335,poor,maize,12.130700630844329,reproductive,14.631286022673686
+16.566330086383864,49.748202333364816,14.111364041511331,3.9853267456742474,high,sandy,30.731230811680422,37.63528542773122,poor,wheat,3.757171111296469,seedling,5.169470727246636
+37.66093633361027,83.15542022500819,11.466515277781273,2.3931563516414167,moderate,sandy,28.43039733237265,24.801500990897487,poor,wheat,6.839242918915124,vegetative,12.294503885882545
+18.48113427793988,80.85668245293895,0.7497189425068052,6.932339367912411,moderate,sandy,16.867286347742443,23.210789307651982,good,rice,8.48911919396842,maturity,11.134489959137913
+28.31051705688043,42.64082383965377,7.489557965091751,7.683946531781112,high,loamy,6.260094912959433,15.28931171803596,poor,rice,3.1574659257732827,reproductive,3.0021173109841657
+25.277390065017663,67.45742404699618,11.308854670302368,4.466267298852092,low,clay,11.684015887862165,11.723635994582784,moderate,wheat,8.367395240538622,vegetative,11.999280081769063
+23.683583156471062,34.360938935388894,15.94413143412065,8.830815265065716,moderate,clay,48.557802494653885,49.167691128460994,good,rice,12.270157732382671,reproductive,11.971322018250204
+37.49583364218181,80.2026432350077,8.762095792951525,5.622502003291982,moderate,clay,47.35870374377168,15.399253336011927,good,rice,3.3278344759985106,seedling,6.134196707075346
+15.545584919387238,40.47275301020979,19.201165515295468,9.9870521207761,low,sandy,10.368532546382816,54.43047333317052,moderate,rice,12.041140991160416,reproductive,14.308137949073917
+31.594742154389728,34.24888208314587,5.435875052473498,2.0031975407145994,low,loamy,21.86870894912017,20.68914037971661,moderate,rice,16.596070562863286,seedling,20.34815691327711
+39.08486085533876,54.01314573232867,14.891343904206328,2.875917667348453,moderate,clay,25.930697860876464,47.98378461991087,good,maize,5.482906383285086,vegetative,7.779854188028872
+29.00420458654605,64.61532831597862,8.38062834168255,4.414345943482723,low,clay,26.51323688552396,51.14997401051389,poor,rice,19.34382368523265,reproductive,20.85503732832906
+38.420561550827294,81.29501751358626,9.719769891318116,2.2040607836297053,moderate,loamy,18.4468919209494,49.62779610495584,moderate,maize,10.054826317135449,reproductive,13.449159666072797
+16.306446982150593,88.45455153130419,16.050040677308807,8.258715661906006,moderate,loamy,46.082877470153086,53.6427910033395,moderate,rice,10.45153819600356,maturity,13.147575113665404
+25.46983297685404,56.36955075419182,5.924305233034111,2.422174302970298,moderate,clay,45.88207702175197,26.98604285171009,moderate,rice,11.751533028374704,reproductive,14.513768687237578
+21.50394477405128,33.62681537911621,1.9362411319028627,7.991837066350618,moderate,loamy,5.851778924107818,59.294423814122105,moderate,rice,9.683839764904985,vegetative,10.916135961914168
+33.270524124518246,74.94693474155224,10.405111692268544,2.4205476703163957,moderate,loamy,34.25006189828416,23.97973503050698,good,maize,14.090416136518591,reproductive,15.515716217126446
+39.53242726243117,63.910395373436245,10.575892236074974,4.021818117224365,low,loamy,8.346308381006335,56.7149044948966,moderate,maize,6.024642806110597,seedling,8.530567375177172
+21.413251561106197,56.87348069066779,15.943355444507477,8.730214525268238,low,sandy,31.88739479590739,31.872004742803625,poor,rice,18.64691155618702,reproductive,25.0
+31.354365036851863,48.55613272753138,19.366384124642035,9.608762353901794,moderate,loamy,44.01018033808096,12.846599660354856,good,rice,17.76140757520233,vegetative,21.221827544947907
+19.9524408189935,60.14391167061214,1.1060137265669678,5.316210741284098,high,clay,34.22889273305874,49.24582346525185,moderate,maize,13.961088260583438,vegetative,16.307878055815117
+29.133256364290247,50.320776267421856,11.833789474862176,9.75951171450041,low,loamy,26.101742672469285,49.37054164765862,moderate,wheat,16.419066942436835,reproductive,17.95707266301762
+26.598312167208405,75.42071206484161,13.625570606295998,7.01504739006834,moderate,sandy,48.10530781272172,19.864894723636585,good,wheat,15.044987041882065,seedling,17.51708346755414
+39.300133240788426,62.63362178955846,19.71602701497044,5.326680979463451,moderate,sandy,38.59693623578929,51.17562240663251,moderate,wheat,11.064466185323084,reproductive,17.318516552371232
+30.213181817411662,82.61086644924671,18.851804285538236,8.422410751743335,moderate,sandy,16.21892177387616,17.878970147606534,moderate,wheat,5.6450160834144985,vegetative,12.08873696095266
+23.73765930217047,62.61263487896653,14.249015294239552,4.362628161121609,high,clay,22.412160547340783,17.571582948382712,poor,wheat,8.511854790131258,reproductive,8.588395472754186
+17.852394622198332,44.2957448003958,10.435788224889318,4.126370090881747,low,sandy,39.19439003179838,50.44596439669807,moderate,maize,18.03614052802341,vegetative,23.93093593062735
+18.781170718373364,81.06551293392867,3.2304784459852254,7.252381415288594,low,sandy,5.869141165222499,24.51095621537707,good,maize,14.31965485343166,reproductive,16.860009952759455
+20.63292324878088,63.43314269580264,7.683531104088348,5.12389889574476,moderate,loamy,7.878348614672245,13.843891758079405,moderate,wheat,17.709899301683087,maturity,20.10711095369098
+21.27416653350745,42.41046228861367,11.702446501143086,3.0873442155598365,low,loamy,43.674043030689504,57.817199296187326,moderate,rice,17.92350611518568,reproductive,19.65823776550469
+36.26540144602845,67.41046859737332,14.504007931915076,2.5357138823192704,moderate,clay,6.9325695335240844,37.85200779646027,good,maize,11.963520360230756,vegetative,15.148057581234696
+29.030569707063123,51.46300589654565,12.707991149582243,8.302740609987818,high,loamy,35.5331228539619,32.40387447161616,good,maize,10.420968109172607,reproductive,8.600348129549186
+28.08477278435916,80.66433673752394,14.282456036554825,7.407285854418757,moderate,loamy,19.35076806751257,35.20550219305304,moderate,wheat,10.298168318045146,reproductive,11.77374163651261
+17.869221796730436,57.19798431879257,8.583050091037954,5.2943857968528265,low,sandy,42.16512729851192,43.52251385925907,good,wheat,10.548369339665758,maturity,13.970403676837511
+36.50349233373588,73.586481486445,14.55254581142018,9.169821081368454,low,loamy,43.13057294887823,53.08329926207675,moderate,maize,19.085291111079027,vegetative,23.86146257827472
+33.07035758021209,35.73217245817423,2.874825120394384,5.2868540195407965,high,loamy,47.90025986367778,43.62894441537922,moderate,maize,5.555199785408404,maturity,5.546494720016161
+16.69170904750004,53.76146077814077,3.251726235262271,7.682363771723068,moderate,sandy,9.299729886686722,46.97631964847438,moderate,maize,5.580464660282535,reproductive,9.313452626296588
+32.69587743074422,88.99448618834393,3.2566429165892563,9.272922201658345,high,clay,24.02811541532073,19.007654002931588,poor,maize,9.582938222931585,vegetative,12.792607647365076
+28.588455433566157,78.5076173686289,17.81729914071552,8.725723669667548,moderate,clay,30.82813654799052,29.20465348937361,good,wheat,16.63196740278063,vegetative,18.88595345865045
+17.043133643669456,39.59644814201572,1.5206812661726898,6.088838210716632,high,loamy,46.22255958154148,39.24048965054949,good,rice,17.487944483611123,reproductive,12.72656618045026
+26.45751603821641,46.6658429686353,16.030167454669517,7.445091139573861,high,sandy,16.99313654448978,40.97032468365425,moderate,rice,17.033127180708483,seedling,21.11722637018358
+27.11740717825117,49.78894853138166,4.671417960934743,5.309326213818952,moderate,loamy,8.223237082720447,23.53465558658464,moderate,maize,12.894193063389926,vegetative,16.862773924884458
+19.14436350408189,69.02193362972673,9.368598809905013,7.177577378352912,moderate,clay,14.079407926734548,58.74911259499238,poor,wheat,17.58114027980916,reproductive,19.59964968115889
+38.64245367500706,75.41968556937934,18.31913190931356,4.060419506763167,moderate,loamy,27.30102456898354,15.909298608061148,moderate,maize,6.277300480467813,seedling,8.978605282286871
+36.24938428701655,74.97159652847458,11.718744593750134,5.477936910156426,low,loamy,35.64729510254557,15.61391740782458,poor,rice,13.177035692376798,vegetative,18.531535328887728
+31.725558433227707,60.59244337838417,4.202353724647172,3.676365900814712,low,loamy,36.08033095905317,21.457509941724265,moderate,maize,8.585326722112548,vegetative,13.724226899332995
+26.55738902501518,78.64923227028908,5.681801206376143,2.305479621436384,moderate,loamy,8.359848819244107,47.69566326294919,poor,rice,7.642666273005312,vegetative,10.774341412903391
+25.29413853961271,56.2246849654485,18.408932477915712,6.708318804602978,low,sandy,39.26346190530892,11.827564422857508,moderate,maize,4.693933312863849,vegetative,10.328894642168525
+31.274336678773853,37.43283391773372,8.542878502199567,8.915434762806381,low,loamy,34.710773144874494,59.3932889301791,poor,wheat,9.201572927279525,maturity,10.809688128400024
+28.63579673517264,63.8665104992288,11.739709660135787,2.204626196985532,moderate,loamy,23.33944342460085,59.3864723263242,poor,maize,3.593312499252647,seedling,6.021557775550301
+16.55682764704714,87.13808307606641,9.198643932507776,3.5682379258343677,high,loamy,30.698882079033638,17.984209831366297,moderate,wheat,8.990346211592257,seedling,7.6225595491314575
+27.812566219258294,77.57961908355068,7.568761760968991,5.68148047416336,moderate,loamy,39.54832008311719,30.060163713908985,moderate,maize,11.07188821062358,maturity,13.057554594485884
+35.160090430820986,64.72203886153454,4.465582538648039,7.327174534738027,moderate,clay,16.794173660028154,20.19586697362241,moderate,rice,9.082237856780996,seedling,12.378004958170967
+26.48099693992395,68.80833962094582,13.723830009692042,3.3698335493590914,low,loamy,47.30150765318521,30.400760617855077,poor,maize,16.110468946365884,seedling,17.74644162730782
+16.29891443885671,85.83372162213436,14.364840525442409,2.4535586317649942,low,sandy,11.199542222616206,36.643140712558974,poor,wheat,7.7727098779088815,vegetative,13.090920946702592
+34.65695498460083,55.700567666097626,5.49770183214799,6.152389741815114,moderate,clay,45.60002652666022,51.136597559766805,poor,rice,4.27316509743184,maturity,6.357297037570309
+20.03409455339936,49.88364833655824,15.780216861096608,8.549677704458471,high,clay,38.33860802544957,11.79036489037417,good,maize,6.385539128140342,vegetative,6.764174986347059
+21.46552087220097,88.63449390002694,17.09070400603359,2.2818792745021703,moderate,clay,34.723337869813726,59.344883558816896,poor,rice,16.941087367201966,vegetative,21.90091725871503
+19.1176588358074,81.80658801062,18.41350192479261,4.794955602872207,moderate,loamy,8.730859876640512,57.02814799325647,good,rice,13.810577318509472,reproductive,12.901683686401404
+23.25537662178744,49.38261507711614,3.2242482783673987,7.308117942346682,moderate,loamy,46.35520734000598,38.520864946952926,good,rice,12.81383714795891,reproductive,13.59242632273602
+33.918787642215875,57.82683584165537,6.078473672265328,3.045936048819736,low,loamy,18.289865774317757,34.04481894057992,good,wheat,12.155137503421804,maturity,14.788899997745409
+27.984646487598432,54.90468774046794,17.207066950073912,3.8875742151420543,moderate,loamy,38.55254928404769,37.532237673388806,good,rice,15.733807425994044,reproductive,15.807084035420642
+20.122031853767812,38.94574072028604,3.97080405655788,6.283941150290128,moderate,loamy,44.81606357104835,10.922046321128528,moderate,wheat,6.336937819057368,vegetative,11.71469461690046
+36.94575195380102,87.46915942879554,0.0693691848699074,9.625853570913744,moderate,loamy,15.992757203091331,46.88413459961033,good,rice,6.56532014449904,vegetative,8.953894487383753
+36.98954637378823,54.25874587318553,17.41654620503269,4.2987409459500485,low,loamy,46.15703468971922,34.82179921639243,good,rice,5.213570311873042,maturity,7.424449762113579
+36.76446062615017,82.51974495827449,6.528988835027388,5.900219369765683,low,clay,32.53737418673125,24.301995973384493,moderate,rice,8.768425197977114,reproductive,10.508881934962464
+20.969905284538484,41.3613736608399,8.289950502779,5.199446904515346,moderate,clay,34.65643020338755,33.077177941358535,good,rice,7.656155219655779,reproductive,8.365145268201195
+26.280983604524703,62.87224863823319,8.926680514412759,9.17917337624064,low,loamy,46.15307988999308,24.6283901117344,moderate,rice,18.557867583525656,seedling,19.901018612301197
+39.62474140352188,31.437683107456188,16.96549201334457,2.575118912248925,high,loamy,28.703071487880823,44.99753862389899,poor,rice,3.21129400328199,vegetative,4.553887308236471
+34.30031190774976,75.85322903053851,6.757842891869208,6.5291807307261145,low,loamy,24.82914009270099,40.721710188230816,good,rice,11.060467718040575,seedling,13.626831054882109
+15.679185530638996,64.8548338947767,17.845597717129635,8.768957593519552,low,loamy,33.49542954089697,29.40462995450295,good,wheat,15.421136669132697,vegetative,17.047398142026548
+16.6301147815123,67.53537500818516,12.33878276096096,9.904940616500737,low,loamy,29.93105826763273,25.71209709956358,moderate,rice,18.41232745050322,seedling,18.861663088814357
+26.59828442030832,33.10325295327921,10.545734480673683,7.589803980174459,high,sandy,7.766407060129774,53.90183221876441,moderate,maize,19.42273021249864,seedling,22.517626069191376
+37.730505146539,42.66229981251692,6.512290142549249,5.039483805332196,moderate,clay,13.122142111918215,44.11193218241547,moderate,wheat,4.178061970509027,vegetative,9.332824341758448
+28.467544948817856,34.45985234121481,4.874233925623717,5.294594820271551,high,loamy,5.61049155153562,45.78909085848201,good,wheat,6.316413135088881,reproductive,4.961514961597254
+27.445312700857254,47.33485894822871,12.481168855546974,4.813457757942111,moderate,sandy,9.867327777413813,40.930279596444606,moderate,rice,19.98342732709385,seedling,24.865124601593475
+17.636842498915765,67.64634046092905,8.937883201131523,6.828904798455628,high,loamy,37.84323468999129,13.761527511731206,good,wheat,8.329211648185733,maturity,5.777197071237729
+31.41950261810735,63.97115905904251,18.21032019864013,7.915246165746008,high,loamy,5.212002281240721,12.963124334962384,moderate,rice,3.944875846765081,vegetative,8.435811806314824
+35.552579015005634,66.72898929680342,9.832774322280995,8.555740508711448,moderate,clay,18.69824815734951,31.45857592034733,moderate,maize,18.872824826859134,seedling,19.481320227697868
+24.510500187689058,62.95507628267366,10.235898334023824,5.332744877465375,high,clay,25.219463197037225,56.52499785278947,good,rice,9.857870382404167,maturity,6.166050722918279
+34.39029627313319,46.38172774055156,8.334465622720016,7.733668018072314,high,loamy,47.20155120944562,36.23540394492859,poor,rice,7.947453964058038,seedling,9.371566244244017
+39.11191634752029,44.67044984066551,15.7852599398257,9.329780736238211,high,sandy,19.71531580054623,53.79422565467138,good,maize,5.56030128450696,seedling,5.941007062821622
+20.094161478192227,38.22358101219488,8.496783962185408,9.366598355605642,high,clay,40.24088433987382,14.827492101802791,good,maize,10.22835125613902,seedling,7.855188340128333
+28.08324077986853,80.94425249420952,5.386839994995098,7.63223202171714,moderate,clay,23.394451079866776,46.213053746733145,moderate,wheat,9.252524345246004,reproductive,10.466771912222892
+22.178448952114387,66.98876151247467,17.240617485870196,7.095217542500289,high,loamy,9.432112103663606,22.26689274804056,good,rice,18.710191983689263,vegetative,18.719310438043987
+34.821360475845985,41.19066075024359,11.936564427304804,6.252208604200054,moderate,loamy,9.447968659861814,36.22480799012081,moderate,maize,6.60134736849337,reproductive,9.045163282494256
+29.43983414702894,40.63256278927437,11.830204395380036,3.465581345457029,moderate,clay,24.459521899213303,24.64605351770379,moderate,maize,4.469940519605178,seedling,6.859423353497172
+30.864560438757596,82.3821360915682,12.216444143278531,2.989037220843348,low,loamy,7.604740918228133,45.61666800010372,moderate,rice,7.699700129727806,maturity,9.182653697420731
+34.94785399039735,74.56385182579916,14.376794964113335,5.885688054315042,moderate,loamy,30.722865856758258,30.044452638526312,good,rice,12.282984933837202,reproductive,12.274557734739329
+24.89926181656137,69.56394479432228,6.261359786251337,3.275553249659674,moderate,clay,27.21423809150952,33.10842462497968,moderate,maize,8.573593028841579,vegetative,12.10180253867614
+37.87725171017608,54.41184645235799,0.6768874166600569,6.615999405354688,moderate,sandy,36.61408335632803,22.267268659076457,moderate,rice,8.308311351849285,seedling,15.062822631447002
+28.3257216811535,45.71853385671105,16.21186321754019,7.165621842409745,high,loamy,13.3529688234423,24.07290076531971,moderate,wheat,9.765303453793074,vegetative,12.770736195212336
+18.9488705708837,88.76704578676942,2.5781010776327484,6.204924780160326,moderate,clay,31.6818164177076,18.973784535466763,good,rice,17.83216456661696,vegetative,19.51970836726509
+32.397477954220065,77.83437450136802,14.436394744210885,2.291413700100909,moderate,clay,12.853511435545432,37.689927368409215,moderate,wheat,14.26633386479807,reproductive,18.002917788616653
+34.83153376095636,48.106753388176585,1.646305965746575,2.4618236704186574,low,sandy,37.500517106269214,17.2498478015723,moderate,rice,11.962012245285829,vegetative,20.04986224443784
+22.91904192668817,80.85388777670968,7.506156840569842,2.906729477451884,low,clay,18.82213962123679,23.41013058361812,good,wheat,9.84992895188164,seedling,10.65599262407286
+36.42948142496883,75.5359169168809,1.260521396630765,3.229166439906712,moderate,clay,32.64872912145716,36.52306773240433,moderate,maize,4.196321559804065,vegetative,8.819881434245886
+37.65358136914416,47.8248329926799,10.444273592554492,9.919060910154666,moderate,loamy,44.72047670312556,23.741564953879305,poor,wheat,18.037013380729967,vegetative,23.78128564626506
+21.922612184445224,55.59317125449838,13.0627154556315,4.75596013490498,low,sandy,26.970535678173075,39.424982986716415,moderate,maize,5.18248141983366,seedling,11.778056324608432
+39.58803681788055,41.1572067234616,3.428662823563766,4.335786989130289,low,loamy,13.653144946816692,10.708200222909788,moderate,wheat,6.170170801296967,vegetative,11.895213160986698
+18.51778820121896,36.66314666268656,7.432552368768041,2.4181330853138325,moderate,loamy,44.87553054139671,58.66113938499722,good,wheat,10.652434339444165,reproductive,11.834823773978489
+20.05039171006225,73.3657219703818,18.604789820861072,7.082563125484772,moderate,sandy,21.13607976042441,46.49944281902201,moderate,rice,5.3833662349708,vegetative,11.664802246075515
+19.60562098095065,46.050711441232,8.847782342149134,7.217526281050246,moderate,loamy,37.861379390619504,35.19095642735725,moderate,rice,13.881525369338874,vegetative,16.1274773709442
+37.34974275019676,79.20356194477522,16.050871379531134,3.4035895166293173,low,sandy,19.40430553381416,56.04189599421492,moderate,rice,11.403605990295922,vegetative,19.504669512277683
+31.357313808124047,89.73652269086557,18.543694901204184,9.353932327396905,moderate,loamy,18.419694919289448,53.488304047248896,poor,rice,11.462562421625044,vegetative,16.23526151887603
+18.80260708055682,34.59718883577892,19.48691649954573,8.403948372761018,low,clay,33.89127166911902,28.32771599742185,moderate,rice,19.44007545428168,reproductive,21.82362955829701
+26.00808545920872,58.38210750502202,17.966440393827384,3.842554534460065,moderate,clay,12.03401458426855,15.806458917474494,good,rice,14.453809760428356,seedling,14.289483677423489
+30.38245062674505,78.12375355864819,6.348106583179383,5.886797847332299,low,clay,44.01382418815624,22.6116196038379,good,rice,15.44473333395813,vegetative,21.96792093738533
+17.086602124734583,77.33705379247401,19.251457723223854,5.667126849590799,high,sandy,22.44307939816337,20.43446347320678,moderate,wheat,13.35993485234484,maturity,16.374970741454113
+37.060409210183465,75.59982949985812,16.247904834920938,4.788163554738566,low,sandy,5.867484618582518,47.50287177710872,good,wheat,7.411968843740729,reproductive,13.11858500634686
+35.090088386038374,50.939696118114654,16.743511672789754,8.541077702604905,moderate,loamy,18.74464131247553,37.40549462565032,moderate,maize,4.070908717679118,seedling,7.950135706857416
+27.63016933941596,57.23119534110314,0.3034596834366954,2.874115884969208,moderate,loamy,40.32348460697759,52.50490915791802,moderate,rice,12.536161455348186,vegetative,15.886285195559651
+39.17816538147926,65.69810144048822,19.084777266365872,5.322513918622342,low,loamy,43.67114849006536,34.48503752320875,moderate,wheat,10.590875698787618,seedling,13.433201970584678
+25.44402448187749,88.43643501439543,15.561804476974814,5.424249044393736,low,loamy,30.554612462677,48.48825274556833,good,maize,5.093047960153777,reproductive,5.8158254264335625
+39.602757975912446,49.65283625630957,15.359349930158,5.749804836913437,moderate,loamy,18.234919311914503,26.17114187969037,moderate,wheat,17.61173897183116,seedling,19.23024081739179
+31.69799997009068,85.38863326301146,1.630494618571725,8.89079992878903,high,clay,28.753434666122665,40.10754015087019,moderate,wheat,11.445012316663767,vegetative,13.286304946972296
+30.866781831348536,46.16141509082965,4.6513708214666245,3.74533496161201,low,sandy,42.636888438426055,41.97000914631506,good,wheat,10.714757574236426,maturity,14.335546100079364
+19.148872382394625,89.34446792842228,19.24523330275798,2.823385388098182,moderate,loamy,19.221702337771376,47.964354550087215,good,wheat,10.09518987020952,seedling,10.222836006071583
+37.0481939576161,70.2158212096555,10.013541496109523,6.942467702568864,moderate,sandy,22.344663811819544,49.974420020954376,poor,rice,15.541865260020966,vegetative,22.55121798343675
+25.68724219801538,57.810688821513054,7.957160364745121,3.3906757998243773,low,clay,29.286235984551997,23.82515211524384,moderate,rice,3.8800849978833134,reproductive,7.881300486811977
+19.055835144561986,66.8034256838163,16.798816342938274,2.599456686836958,low,loamy,44.92121880517976,29.25290007577781,moderate,rice,6.66029575015751,reproductive,11.12315712708841
+15.315187999393975,46.35187014241241,1.7468082822788866,5.413193764568428,high,clay,31.196702022415927,20.356754542734578,moderate,wheat,18.3394798145923,reproductive,17.840697743858964
+28.99389209095956,46.450431450688,8.338840325421186,3.757171446865128,moderate,sandy,14.342681992399394,47.39171852578568,poor,rice,3.6830372637239783,maturity,10.361908457628989
+28.18499055306691,36.81327263060963,7.514015488441672,4.889732950943869,low,clay,9.009681709163448,23.53641318266201,moderate,maize,13.382740507864495,maturity,16.32945612012316
+32.983840559228966,36.843017862323926,6.997027740607855,4.07768864081966,moderate,loamy,9.275628061753965,29.550960089116508,moderate,wheat,7.102503199221257,vegetative,11.491991358428354
+37.256451325445056,50.86030448813468,6.153844873061463,2.741091701787326,low,loamy,47.76123082039913,50.15132377831605,poor,maize,12.188292247742345,vegetative,16.46765930522725
+16.98516461607574,75.7713286737823,4.20149913580156,6.482777623393613,moderate,loamy,42.00856138901994,26.99013202018021,good,maize,12.028903806589092,seedling,11.812473991144165
+33.28741225850906,66.47827005588975,3.458216059810444,2.216147344315885,low,loamy,39.46346105565155,24.575015458388144,good,wheat,14.156398180669653,vegetative,16.64563393448614
+19.68529860243956,36.15507361986125,12.80812233839348,9.731002783955196,high,sandy,27.3364060626521,42.55907165212831,moderate,rice,5.919796543594758,reproductive,9.540189944805284
+36.4544263289291,81.13419149855466,18.38789682417357,4.73064417387973,moderate,sandy,35.26428277749143,58.76867928887787,poor,maize,13.893657169311115,vegetative,21.084610128021875
+35.476587846541406,66.08205761940398,10.17703290499763,7.56126008391843,high,clay,10.72986370441133,13.131198455746595,good,maize,16.287961796210276,reproductive,15.89530734269504
+28.51984387463861,87.65133460708678,5.959491046932886,8.482902980379599,moderate,sandy,32.94030720559759,51.73942022902155,moderate,rice,5.987325252354633,vegetative,12.105462614117236
+32.75606996558279,70.21112804467245,3.1832039544445268,4.232838364316441,moderate,clay,41.48513296604508,16.08024171299454,moderate,maize,16.420311673407927,vegetative,20.068331876781063
+22.858752829593712,40.510491822250856,16.602867301051884,7.989909672880546,high,sandy,7.796243310631329,27.24490586291244,poor,rice,5.070127743382902,vegetative,11.395102308506946
+26.77919747332037,58.427001738469336,19.429841129464275,8.659366843397677,moderate,clay,18.32676900391748,30.83589663164625,moderate,rice,7.467223599992204,reproductive,9.099548601168982
+35.54092244276179,68.90985585283225,6.983108029357037,3.930537870492908,moderate,sandy,9.962540301331774,45.936968005299335,good,wheat,9.150861822259555,vegetative,15.109959576376705
+26.481629929330342,31.695882062998663,5.819008511042578,9.939957415168582,low,sandy,16.71021662306258,56.32829654252118,moderate,rice,8.292600373939825,reproductive,12.977248010888214
+23.944956633136044,30.894615849288478,12.029859059498826,2.165509462736715,high,loamy,39.76357423552723,15.100548014118072,good,maize,15.474623813819717,vegetative,15.557689402096669
+27.3553111812575,37.76418003591407,15.506579619068514,3.7360038418843287,low,sandy,19.942212482958794,47.24042260591238,good,wheat,7.571450067200262,reproductive,11.322193061334572
+35.70623131093046,45.09986610272824,9.108056070993287,8.240166050215944,moderate,sandy,36.03577315495783,26.114619772061676,moderate,maize,15.762467524219945,vegetative,21.85790768317965
+23.38020118427182,55.77294741124054,12.601462997218984,3.553048200446023,moderate,sandy,39.79861344252117,55.09554978459545,good,rice,3.970906055454889,vegetative,10.064303162771424
+19.344039828393598,59.2464284255873,14.330981360465838,7.586078906449652,low,loamy,41.74874108025651,23.91084101471108,good,maize,8.415823528405763,vegetative,10.652256838638214
+32.80035050826952,38.28165653627381,19.211845757123584,8.844243239863228,low,clay,44.30189495337586,44.69309748229567,good,rice,18.517022915786363,reproductive,20.79132621095231
+35.64945531770205,70.40349474694985,3.300746610401668,9.673714181074082,high,clay,31.893611540868648,18.237790018112747,moderate,wheat,9.554138788308547,seedling,11.710112056103965
+17.515936963088333,65.76828370179209,19.94764987650739,5.793980123202156,moderate,sandy,17.6287924399831,57.89735393332917,moderate,wheat,10.994950081663518,maturity,15.234803899764412
+20.996852818898617,47.66784593046961,7.843133104824576,9.76887298385694,moderate,clay,11.77513393800125,10.216216929719032,poor,rice,15.798480444542763,seedling,17.525265106352286
+18.549299744024847,30.81959300611752,14.464002854531074,5.292978373453429,moderate,sandy,27.66688943959724,21.642598865629036,poor,maize,3.914719515536613,seedling,9.058317222157068
+23.698535289554165,34.658874921197445,11.448287559459944,3.745024317395086,low,clay,9.660075416970964,43.79720580159021,good,rice,14.91009148641142,vegetative,16.117115710092964
+26.25877447263532,53.50168653065036,9.733372340176803,6.111374824677802,moderate,clay,45.98257905417656,52.67621149445859,good,maize,4.095189718227429,reproductive,4.327872130514932
+33.72065842408266,39.23846106994104,13.96150737463173,7.198585954491941,moderate,loamy,24.911610707433823,59.67786546469663,good,wheat,12.393531651588791,seedling,14.852140955914624
+31.278689622041853,52.60917636887825,7.915077004471902,5.66370652839955,moderate,sandy,44.2842865569765,18.66303184697713,good,rice,13.395611560395496,vegetative,20.36111988638921
+30.52321418696078,67.69095627062131,2.522199626736128,6.535779551734333,moderate,loamy,36.91716726375336,25.357191984492587,moderate,maize,5.458898407411728,vegetative,12.033348074521934
+23.80937366524136,62.83424567275701,9.777867662424796,5.331273501817509,high,sandy,43.574790327433455,54.59260105206993,moderate,rice,17.465947145719305,reproductive,20.142195469700148
+36.036188827119,43.87055298824365,10.438317413646372,6.198095632169999,low,clay,44.77811401645544,11.62499579235128,moderate,rice,12.671856238848845,vegetative,19.053438890280184
+26.782179184954117,50.629349475525146,4.038043067998784,9.620765375572493,low,sandy,7.398207428557303,46.66609111528318,moderate,rice,5.631052252459602,vegetative,12.74399038902829
+39.477623450378864,66.84187190691904,18.71238712657314,5.998649220290656,high,loamy,37.63660315253737,31.152596151101445,good,rice,17.634909944224393,maturity,16.31376748036805
+30.85355345739342,81.65130168260691,4.5495129329258255,4.025437062474082,moderate,sandy,15.194646338777266,44.44090099392542,poor,wheat,17.021365810362624,seedling,22.466951788959623
+18.156618539112568,75.19280632433264,8.184551881681955,8.069972972100565,moderate,clay,49.51836075253505,36.2450060919991,moderate,rice,14.40206061374126,reproductive,15.246513115664168
+31.90443905188585,63.204001610004894,3.098593736894466,4.700675662252395,moderate,sandy,40.02813383566847,41.35559434202064,moderate,wheat,9.89319803949221,vegetative,17.030446909578856
+23.12760038579248,51.73757989898917,10.715932923738883,8.529657366571126,moderate,clay,5.169425126145075,43.33318551197479,moderate,maize,11.401148368277152,seedling,12.122178581450346
+32.15817991715244,51.903076652508325,6.152752162001793,2.454735911871081,low,clay,46.73373448109915,41.56229723984016,good,maize,14.958378445382284,vegetative,17.896511591610683
+16.74102870406014,82.76503861586377,9.78545039952168,4.657423816869531,moderate,sandy,18.15376559905297,43.22814889735389,moderate,maize,8.106272955898124,vegetative,13.113357358975517
+19.372035929398983,32.354614562432786,4.492338329164038,2.754879266085116,low,loamy,23.74941198364024,38.41739663178237,poor,rice,13.122115745815904,vegetative,18.72015868174816
+36.39343147264466,89.27895866521565,1.075502558974315,2.682542593966652,low,loamy,32.55285105175403,45.694767918068536,good,rice,13.574711125707053,seedling,15.728337655296496
+20.679488925587872,69.86252465109374,15.584533021645106,7.267116473379498,low,sandy,46.23394073198983,48.80117366081134,good,wheat,6.775656647006006,vegetative,10.476481615886938
+35.9260281310735,70.86826194434343,12.821725679193168,5.082678410828859,moderate,loamy,46.72969804643273,49.396770939725215,good,maize,5.18695510304021,seedling,5.9740114987997694
+21.98190221136026,32.27987023828453,6.814787114220257,8.9718315358809,low,clay,30.356229322883262,52.67565493964482,good,wheat,5.801524751343914,seedling,5.781940986289354
+31.072047751467693,66.33175649347633,0.9498844936464446,6.131241102988233,high,loamy,19.252602311515183,25.8201210251387,moderate,wheat,3.359620565609835,reproductive,3.595178977744676
+32.35376433774577,59.08668360542682,17.311501253942417,4.362745769378262,moderate,loamy,17.56354737675233,47.28867154221762,good,rice,15.768783303018232,vegetative,18.07565262641797
+27.816368828626324,36.34673441364402,3.395900098713587,7.767111103697558,low,sandy,21.397869445031557,57.33306456351647,good,wheat,16.760776284990985,vegetative,22.568300141791024
+22.63276691741828,46.675320646161545,18.61484436562856,6.992134332685597,moderate,loamy,13.123115759255487,28.37340394675746,poor,rice,16.593315472598075,vegetative,21.40491101498286
+20.3161094092774,83.41886737281908,9.57190757191917,8.396756966633628,high,sandy,35.14248582440432,48.8820557865814,poor,wheat,18.809747478551365,vegetative,22.638233767221056
+15.829733864060657,62.99930495195718,6.807734198169674,7.14870621073508,moderate,sandy,28.751092304282928,24.57313889460441,good,maize,4.441104102575586,vegetative,7.702123957436921
+22.598660031018092,54.804994510434526,14.83518953781928,3.336107336791362,low,loamy,39.805911512141,18.778463272065828,moderate,maize,18.8216499403308,reproductive,18.516375150156115
+31.329069763282074,34.36092935044866,17.536788121503715,7.362480301336528,low,sandy,9.23500926002447,32.32134460672788,good,maize,11.531520458939127,vegetative,15.861080085502058
+38.45762046121207,72.84729164413834,7.414271272914215,5.1323935809264825,high,sandy,22.995762095307555,50.32660795566333,poor,maize,9.687278527419068,vegetative,16.089154955561934
+36.7801120565763,72.17104940376196,8.146875043403746,5.705144242060545,low,clay,15.79382906904011,25.356125982797582,good,rice,5.411593565946587,seedling,6.994453331223417
+34.15161941338256,66.84261641835381,8.663164386943947,9.372516605898758,low,loamy,29.083379281673228,24.746968410876534,good,wheat,11.215267404895384,seedling,12.259840417219312
+34.71118358133246,60.61575877323895,18.44646122957338,4.879712370381976,moderate,sandy,26.070979265537588,23.883751758649534,good,rice,14.588963524392067,seedling,18.37194541980749
+31.62462258689988,56.02706413244236,13.851279830286654,6.89567314392671,low,clay,25.230445303506308,20.90604923612357,good,rice,4.511723694850531,vegetative,7.18918257112434
+21.507171439150078,65.59626557927953,4.95292234091311,4.907853867297916,high,sandy,19.204413437477413,40.55554964102752,poor,maize,19.622569345593615,seedling,22.376513423997647
+37.67987576764575,44.003727103704406,3.699993950039589,2.757819882862334,high,clay,37.70805085133571,22.1668442602057,moderate,rice,18.58513592521885,reproductive,19.319845409530814
+31.76830779764585,86.47554385065887,4.607353268496322,5.628202736386404,moderate,loamy,26.67054669177906,56.745141103469216,moderate,rice,18.083130237219837,seedling,20.44412035102077
+29.011015774511,65.32767175081378,5.271277783710349,6.776492035677215,high,clay,14.10097009159368,27.296552336877408,moderate,rice,9.962611543551631,reproductive,9.957626342347456
+17.774736730337025,48.6715466612626,4.60366982668003,5.26002633630079,moderate,loamy,29.635136280490705,37.11993784876726,moderate,rice,17.55159337512701,reproductive,18.94079513180276
+26.176388595160635,56.98079105310944,13.170128943847924,5.125329477425475,moderate,loamy,31.850247021772727,30.458523107042616,moderate,rice,5.132419593559346,vegetative,6.998520960889621
+26.50895678004816,78.34108733261354,2.318670213150127,8.563028111155177,moderate,clay,5.962085476939959,58.13578670454345,moderate,wheat,18.482855186888727,vegetative,23.160043209904856
+36.61409023806675,39.696963643817845,7.747169794159214,2.2374813783157617,low,clay,14.170039738183108,31.200575170556625,moderate,maize,17.529353751359118,reproductive,21.07182893794773
+28.666205504694712,47.57013734761563,12.50107145940733,4.36468317392096,high,loamy,15.908175955727708,38.18472241140186,good,maize,12.981806296516664,vegetative,13.398201360358438
+24.51001372426024,70.77048136419333,5.817199478858617,8.494058123017693,high,clay,16.163382297340913,48.17116299945189,moderate,wheat,14.259820028670694,seedling,13.68694141762962
+39.42000821276648,48.92935238893344,1.3054876940331606,9.36424118888931,high,loamy,15.748064166201386,18.564826860877574,moderate,maize,8.962187354020772,vegetative,12.942043434893202
+17.768014833157892,77.55010091168796,1.6364784569193658,5.298396686726626,moderate,loamy,17.22385272051121,11.632090127933362,good,wheat,19.13026289260648,vegetative,20.50247648355732
+25.563710707798613,37.82720923064165,2.5193355260937267,9.110353945568612,moderate,loamy,16.82272518146725,32.74599576433566,good,maize,4.1349600172711884,reproductive,5.418357697629601
+16.050616879285133,75.76117022727651,16.716860497363104,3.591440977000261,low,loamy,44.78309767956226,37.5320533981702,moderate,wheat,18.146992318278635,seedling,19.107641002525032
+33.497603019173255,34.101102891033975,13.157270112099395,3.771416542881381,low,clay,19.384154251022984,24.353051935095188,moderate,rice,7.444538418563536,seedling,11.38373247630142
+37.951913804978766,30.75555676004969,1.2904482219528957,8.769531012678428,low,sandy,20.739322146481022,33.12523329178759,moderate,maize,16.686529915422774,maturity,22.20842605322359
+22.00093323876224,83.89341112992972,7.821377583028397,9.226061930724946,low,clay,16.977976816241945,40.75802279174176,good,maize,3.8402712290784855,vegetative,5.82800452297934
+36.45854191997802,64.88035301593791,5.571703456941313,3.78244614370134,moderate,sandy,48.54084617941511,58.66364786530026,moderate,rice,7.152755488750559,vegetative,13.368880277642017
+22.30545576154744,51.10961382520869,11.560802232576004,2.474593519748889,moderate,clay,29.097086010576888,40.08885779005664,poor,rice,6.362606314813014,reproductive,7.116982925030243
+37.76925404109788,43.95567821783102,10.456118993446267,2.722593096442302,moderate,clay,32.47457513933823,32.44286481770709,moderate,wheat,19.63047636189293,vegetative,23.61380007995188
+33.8490475899196,67.01314699564897,9.6224804673943,4.091046683010906,moderate,sandy,38.09692679283962,11.126424698126954,moderate,wheat,6.566264550579987,vegetative,14.122569736308272
+35.122669421035965,60.54013101220429,6.290247407452263,8.09159261717436,moderate,clay,20.017133095521796,25.52916159645257,moderate,maize,9.308716988063749,maturity,11.878802780942236
+15.450163890011362,89.49586653179911,2.755995440879815,6.079934622370263,moderate,clay,48.59511933941685,27.92429818323109,moderate,wheat,8.06685029653902,vegetative,10.10589820704261
+39.07025892685065,88.99295919922474,14.847527657452758,5.644710737942157,high,sandy,11.85467776584519,33.847228482489854,poor,wheat,19.76058822388169,vegetative,24.44152610747595
+33.16677480175808,68.10147396849658,17.59713537685309,6.673119449328008,moderate,sandy,25.60165702224549,49.108553138506124,poor,rice,13.469842380126348,reproductive,17.437536007315682
+22.61877738465333,56.57223036635343,18.883018184656347,9.121784907697489,low,loamy,11.54476680585951,48.79436880893604,good,maize,9.115369521371235,seedling,8.174198924857928
+35.73486662147117,59.468458148079726,1.1723794122716091,2.7234430365252607,moderate,clay,40.56690858171724,52.26429917157789,moderate,rice,18.4343016413915,maturity,22.284306471560537
+22.03802996037325,70.94874397421171,14.798174231777658,7.55779302109265,moderate,loamy,9.82929614098698,24.499627943325105,poor,wheat,15.0228654532903,reproductive,16.545870228708516
+36.8188459891532,36.09447265412288,14.53006918813925,9.414326765243242,moderate,loamy,29.925482153611235,27.322967075888148,good,wheat,14.959103900165069,vegetative,17.852394279116936
+17.814509760298424,49.70112442864309,18.942192282911783,3.7068003340672,high,loamy,9.716282375029952,17.511944528702774,moderate,rice,11.268580867333824,seedling,10.455483913409749
+32.59214943651989,34.51633446021623,5.058291889955308,8.702178527694675,low,clay,25.369784968311944,52.87078880917324,moderate,rice,11.462787579751293,reproductive,14.635217591259414
+28.51746191612276,34.40164557101517,14.843580765903129,7.584197686076018,low,loamy,17.613859589268174,42.61175825496546,good,wheat,15.42259455143361,maturity,16.533402833568033
+17.41336175488602,41.75035451365402,1.0925257753296913,2.115748288585157,low,sandy,45.64835410816968,13.877495291057864,poor,rice,3.1719482357921898,seedling,6.95313441265255
+21.04734570647097,59.115195275593614,12.624914415232382,3.8528934428970256,moderate,loamy,7.389310778193148,25.182849890942776,good,rice,10.433722967499886,maturity,9.908030763890412
+15.31010090693287,77.08645926976736,7.016956481043595,6.846758087167046,moderate,clay,34.24719334101103,17.636252565772082,good,maize,19.681071981831597,vegetative,20.471349914334294
+26.719199136612644,59.12975346995235,15.378188790949505,6.019202715929693,low,loamy,36.28630548310053,58.46140782101379,moderate,rice,14.113517283442889,reproductive,17.402808890566384
+22.53163151900001,50.12859663365219,17.26608572870787,6.223490020214928,low,loamy,45.00419460715438,26.230140428225248,moderate,wheat,9.440222074498235,vegetative,13.784568940804022
+29.958937107443973,34.941179420205486,7.296420844350324,3.855443396854581,moderate,clay,44.497825534002224,34.823365928452624,moderate,wheat,5.891865406952361,vegetative,11.828005621427812
+22.43094519271543,63.01773139098778,10.51172185398601,7.400027765669013,high,loamy,48.96753289734193,25.895100781543736,good,maize,9.097667657974135,vegetative,9.32716119966045
+22.497977787674618,46.2761151889906,2.348081247271998,4.131346967494215,moderate,sandy,16.425920945619744,33.71482661436103,poor,rice,11.158482401918478,maturity,14.957971666717404
+33.579829968290085,66.89605067502885,8.338139304469532,5.115479731827631,low,clay,17.367141926649847,59.9311072883494,good,wheat,13.721944195604832,reproductive,16.205751473781508
+16.203570899458835,88.63126434794509,7.216007865183385,4.95132732704061,moderate,clay,22.87817276349268,24.36943880534801,good,rice,19.713270922073328,vegetative,20.617548029652724
+37.57237487979968,36.67885928865301,3.6624691956903535,7.376200176959188,moderate,clay,29.19096412864132,24.13110267140736,moderate,maize,11.434622525067253,reproductive,13.71109926183161
+36.30659685977953,42.7275239233164,17.889572495335518,2.722022093465739,moderate,clay,21.521386337057532,28.56897856080605,poor,wheat,9.181318161239016,seedling,11.418023292926897
+31.695117080660165,58.385672285962485,2.9617567608032047,3.6443352083214817,moderate,clay,38.31333847451909,18.46583866856697,poor,rice,7.314464854691006,vegetative,12.589627510893084
+29.83053925268461,88.11682892075578,12.714787150603744,3.603976565480543,moderate,clay,5.384527335934397,46.94958703564148,moderate,rice,16.023174136777754,seedling,18.26282303515009
+37.30756245349131,76.30858657619973,17.802852869597753,2.867397392925681,high,loamy,5.794444201018374,28.967015062068583,poor,rice,10.884844936784429,reproductive,11.125743732401892
+19.63325448821786,83.8937515897698,18.239371597264512,3.660759830691672,low,clay,37.22255419239124,39.04293886469832,moderate,maize,15.327392096290396,vegetative,17.71736963504563
+16.974229054770717,50.02289090854757,15.864793996811368,6.856482143386835,high,sandy,44.74045501478339,43.06515441240072,moderate,wheat,7.822199768200964,reproductive,12.720478787269233
+20.98775424773845,89.52230842671568,3.5228226774835325,7.857345366993505,high,sandy,39.94463541794825,11.772181623102131,moderate,rice,9.311940678669306,vegetative,13.963782289171416
+34.86445696750476,36.16996896384944,16.348628184277395,7.282427575752981,moderate,clay,10.26912260425285,42.20013960661287,good,rice,19.247231631377552,maturity,20.689507415696728
+15.866756668162084,33.17837436276605,5.531296248312492,5.801505103847059,low,loamy,47.07383121193287,36.63846795732649,moderate,maize,6.968458397956907,vegetative,10.673912487221637
+29.570170877087243,81.33615762324169,18.44796054865018,2.419476568768509,high,sandy,28.48606783281056,14.142520519146624,poor,maize,8.416060024470525,seedling,9.656093683039838
+39.88593790478275,85.63589221241918,14.18173362847699,9.6720560854942,moderate,clay,38.40328184384614,16.22432603869202,poor,rice,11.649642694913444,vegetative,15.819909320115505
+36.392402345938486,35.435121452766104,15.70535122017773,3.344611686699936,low,loamy,14.047078894843043,32.03992122182622,moderate,wheat,11.938716407250794,reproductive,14.410448702481174
+28.036142226089737,36.80564560475049,1.7006490700387444,7.347370963245367,moderate,sandy,29.69580339203692,27.315385732203158,moderate,wheat,4.131160575871448,reproductive,10.884395955280509
+16.59102273216606,31.99044946534643,11.655302268870887,9.303124923856888,moderate,sandy,19.852736172962725,31.87479024925244,good,wheat,19.51540673405145,vegetative,22.374533299837456
+35.78433785964275,36.27045375856345,16.422842537973594,7.582216767847909,low,loamy,48.8642348087928,41.77575423140789,moderate,rice,8.145040517153399,reproductive,10.41457774115351
+29.974462704430263,42.56518900801685,17.231807055449984,3.744397121511602,moderate,sandy,26.33882629157176,17.721240564166614,good,rice,3.913081691553977,vegetative,10.025866095765366
+17.873324926489172,88.20459713460005,0.5726340946728303,4.526370390112184,moderate,loamy,39.0009643522111,43.12223073562327,poor,rice,7.333383506235128,seedling,7.777842099704729
+17.346432120583906,70.07161333438083,18.783184651102385,2.2416469360887614,high,clay,32.145437136184626,50.9063192711271,poor,rice,9.793140221559248,seedling,7.84560738761845
+37.740670485914805,76.71318153111253,0.8667746660495945,6.902065926736908,moderate,sandy,9.243443692532647,10.146411604577,good,rice,6.936446957523031,reproductive,11.163207956258423
+31.73000657345196,76.56836422149132,12.290373593496998,6.903943847052533,moderate,sandy,29.431748993343295,28.42318001847377,moderate,rice,5.634302971851241,vegetative,14.666505160119602
+35.73216998291889,62.10442498675288,13.86775055230624,7.804004651011034,moderate,clay,29.309714036060413,23.758379521095527,moderate,wheat,11.619298726705834,vegetative,17.435229124908933
+36.97447250705668,77.84933866278104,2.146905823358196,2.087970314204971,low,loamy,37.20692071294585,31.599988874831983,poor,wheat,16.539034638272895,reproductive,17.803091765021694
+29.294308801208054,65.74845194339818,0.9602373121838536,8.542730310595733,moderate,sandy,19.48586074734009,40.76393582475616,poor,rice,14.982554203323252,vegetative,22.33215037641901
+27.936158793876032,48.872765856201454,15.698243089014582,7.909687659202465,moderate,loamy,43.72934514198191,19.37846506602548,poor,wheat,10.232387945422335,maturity,10.769759703018275
+25.760685258024758,63.66660652610405,7.69341249594868,3.1270928761927106,high,clay,33.017157531325495,16.70478092421522,moderate,rice,5.105811958394556,vegetative,7.314312483594705
+22.923664694777983,62.01051516807081,2.1422503063024734,4.781012874151829,moderate,clay,6.770359132420932,46.44192052581047,moderate,rice,19.23312064706393,reproductive,21.825297863382865
+25.864899021467792,79.40718322555924,15.25335632775284,7.108199143233734,moderate,loamy,36.80761048090457,44.28765703069365,moderate,rice,8.724182504873603,seedling,9.146977454719924
+34.34699139325391,88.90363304289954,16.98326140287241,5.966374999522623,low,sandy,45.81351095188254,33.04222469899199,good,wheat,4.753187270162525,seedling,9.175053313166488
+30.04808577537829,54.66255392525584,11.747723815176148,2.9207541112100994,high,clay,35.741619288745945,35.06613638599059,poor,rice,8.720040523881742,reproductive,10.693908202069684
+37.313082248871154,75.80344070648158,3.224736168692912,2.6987630010927197,moderate,clay,22.09987869775801,23.493062100370523,moderate,wheat,14.85012999906627,maturity,15.639326369429712
+26.08450035947969,35.985780242288016,0.3044494298298161,8.251650392864732,high,clay,31.57919737727839,26.458956381011188,moderate,rice,7.267772852645245,reproductive,7.616420248806723
+30.17723946796885,76.60988216689731,14.016049626038878,3.2477369441424786,moderate,clay,12.712922195876237,26.00412883804146,moderate,maize,6.110001546883377,reproductive,8.505989803710996
+30.78268882729972,52.28501471959393,11.002793496506335,3.3767413914435487,low,loamy,32.0564963101586,46.31675543246784,good,rice,7.481544589726862,vegetative,10.430174390380396
+29.79242905765814,32.3634097733812,13.01594283440159,8.647385002854062,high,loamy,27.54467350407165,37.7821550897997,good,rice,12.37945188575187,seedling,10.47879925042566
+32.56584432713791,51.79477071373064,16.263693403991915,6.897117076505737,moderate,loamy,6.177095980597187,46.474433467667154,moderate,maize,17.86789607204389,vegetative,22.9001469094824
+20.93583670937016,66.63856505529868,8.684555539859442,6.837724865231779,moderate,loamy,19.485044879699466,39.535832954532594,moderate,maize,5.245464153715776,vegetative,8.269462168392629
+27.809094438644767,37.155010060888,2.4903093766724083,5.83476617090672,low,loamy,13.606126209573247,37.28181544085035,good,rice,5.444090245659133,vegetative,8.597469715548172
+17.60562007020869,85.44206954581527,18.79966570781653,6.551960115218328,high,clay,22.579336704302733,26.029097674145348,good,rice,10.284156691239772,maturity,6.969642600253773
+24.612783191120315,34.66034479637032,10.905242544937146,6.814157522974488,moderate,clay,15.88245932007269,29.773290489821783,moderate,wheat,5.131584710405203,seedling,7.278537092303181
+27.19167671553161,85.80040318998996,12.305882381770806,9.742609878748642,moderate,loamy,42.54119140417359,54.369893804323226,moderate,wheat,19.64556767555376,vegetative,25.0
+31.30560648863681,72.42825107614118,18.668228591035025,3.783786459740634,high,sandy,36.39575700506223,38.79650003392924,poor,maize,17.93690328232754,maturity,19.797500090375166
+38.76327631465509,49.78273052485221,18.63167312620526,3.7164993576036727,moderate,clay,38.30516337370448,36.22276486929776,moderate,wheat,4.101049927848383,seedling,4.580875187233182
+30.016276663708897,53.44502086254559,11.44189213456347,2.457747901642525,low,clay,21.23902895735121,12.656573822327864,moderate,maize,18.41682424078697,reproductive,21.015866628618028
+33.58984790441399,74.44856188396466,5.952228494428522,7.265590390474578,moderate,loamy,5.155086432263397,43.54445848810423,moderate,wheat,7.835602525217565,reproductive,10.126378553624834
+27.656651487380067,66.08826605287244,19.942272680254785,6.392337446578095,moderate,loamy,14.861916149017915,44.30087239697363,moderate,wheat,8.490188094133533,vegetative,12.39200723220555
+30.85260078440828,70.29857528729671,13.61634179907072,2.889913630773118,high,loamy,38.98841919943931,44.532828491197904,good,wheat,8.753970242192235,maturity,6.596011845008239
+16.773305403344335,53.3498769908088,8.168733537841131,4.916311480945498,low,clay,32.12765632853585,14.561105713284558,moderate,maize,4.190018630417762,vegetative,7.714432128354961
+21.35978952104617,59.26880890845594,11.196736057071794,3.4293056426496307,moderate,clay,29.236017454836364,25.02276300077453,good,rice,16.236541017345864,seedling,17.704655942626985
+24.046327330128467,89.39204904227361,8.316681005360593,4.651853923206892,moderate,clay,17.623397096363963,28.56130231184804,moderate,rice,6.102686324481831,reproductive,6.892907915464163
+26.81233387516284,42.835372229983065,17.766103045932947,9.61011335515688,low,loamy,8.408404711417482,51.32484479640347,good,maize,6.536373327919459,vegetative,10.258557765481395
+16.141218637559593,55.07137119132789,9.649987497314925,7.466550711044231,low,loamy,40.31899116050038,59.03363670579193,poor,maize,16.06630234864511,vegetative,19.40663892004741
+18.500602438832946,47.50939125443804,16.470567519624943,2.060552806361136,moderate,loamy,6.739500559760637,30.737379673786386,moderate,maize,4.023224961245557,maturity,5.813149804508544
+21.920357694782645,75.906690626391,16.803525956460078,4.020064590272989,moderate,sandy,7.661141098816677,37.71403536662397,poor,rice,8.711340637501303,vegetative,15.315021547048424
+39.28831727252627,75.84075753994324,16.486646754704967,2.0828923766222323,moderate,clay,18.27208560339688,10.366862933828138,good,wheat,12.53832382027151,vegetative,15.760041788305978
+23.28367517757627,47.54672765984376,14.44377224951349,7.718947990149446,high,clay,30.782015482892614,10.438964071055889,moderate,wheat,4.968408337028848,reproductive,5.488041798133309
+27.051026452802063,34.88341899797898,17.09755433615164,5.755374416443827,moderate,sandy,49.6501932465261,13.7250114527651,moderate,maize,10.23168103929976,vegetative,17.02928008050546
+19.902442818459825,30.685960600332244,7.744591592459384,9.952149534515115,moderate,clay,9.078870892647233,45.97332211219172,moderate,wheat,9.014033805113636,vegetative,13.676721572609878
+30.26950177689421,55.64703199454913,2.293264122839207,7.868666088181266,low,sandy,26.29268596716314,18.90682989105086,poor,wheat,8.468833102823524,vegetative,17.07732491760938
+22.01708038789936,54.620255660146256,16.84908408745029,6.143303541663055,low,loamy,32.078898637708534,47.89245053264576,moderate,rice,7.597332940478511,vegetative,11.051671903519225
+20.17481446096067,89.30339271839178,9.963368313746903,8.437643425665081,moderate,loamy,42.0397358202344,31.593807574732672,moderate,maize,8.765209231523935,seedling,8.827854794494296
+27.91431571114948,58.18812454186077,2.5475206505570203,7.638429209872608,moderate,loamy,36.0326261801776,52.4984504353478,good,maize,9.66261956843975,vegetative,12.35139929694422
+15.13764497901052,45.38510217452524,2.3062504436401587,3.950209421087897,moderate,sandy,41.34837108252948,53.515818680113775,moderate,wheat,5.17908733163818,vegetative,12.357023601993376
+15.191600816230633,83.47376646188805,3.184847880197854,6.242066198620132,moderate,clay,28.511105320325324,53.99164540781913,poor,wheat,6.532313778983188,seedling,6.7174048300412
+20.476720227546444,59.46407697921471,15.019465193342116,6.447989798672567,moderate,sandy,24.52868615767849,37.17513190382488,poor,rice,18.478390383887223,reproductive,23.06238292984854
+15.918034062520528,65.95053811263466,14.217133469325622,5.609853588862428,low,clay,32.842774277390944,49.425371511614216,moderate,rice,19.0568900449792,seedling,19.753573487003997
+17.700643853267284,35.74012262569276,4.0763736036976645,3.433540982842896,moderate,loamy,45.5391864266598,43.09561168461144,moderate,wheat,19.874686009272267,vegetative,22.900728907844236
+23.47151623346879,52.97498443978644,16.938468362195906,3.786952413263096,moderate,sandy,29.78812229724901,19.3356596629028,moderate,rice,11.137214753757354,seedling,17.605314603045173
+35.06464198949532,86.65342046842721,5.625895910564898,4.248379207647693,moderate,sandy,32.25169036362789,29.07583627551247,moderate,wheat,5.304464538741016,reproductive,11.863690438649854
+29.30121608423252,65.37032305052553,15.85971166629895,2.08204119502531,moderate,sandy,20.208926894563135,58.11811760440218,good,wheat,14.624110906760034,maturity,17.610303398540474
+27.81669314891041,50.6701113085477,9.77611815469884,9.335551137356074,moderate,loamy,31.82546504974365,48.628235070270414,poor,wheat,18.926065076697515,reproductive,19.16913593618156
+22.33722058020304,67.54003083789559,14.630973650771322,7.488767932667831,moderate,loamy,33.24938552674027,23.149693847683537,good,rice,3.5270637942630154,seedling,4.051002085196664
+38.293842985820405,84.62466537468697,7.627753261471318,7.516938526275767,moderate,loamy,38.90414687172112,24.048716875783523,moderate,maize,3.374723278417945,maturity,5.512199198802234
+24.92537603092979,46.4394360283554,6.942811941895519,6.5786449104729705,moderate,clay,30.74795127558404,22.709056142288556,good,rice,13.41309757506438,reproductive,14.189517797984026
+17.177319169894286,60.30700310824047,16.827191979186647,7.514486465288473,moderate,sandy,13.88976325993059,26.440751274857437,moderate,wheat,3.6705646842044817,reproductive,7.554944621957059
+30.426662902945036,87.52143923470533,0.7060450902813931,9.854900398989091,moderate,loamy,31.18667379151086,56.41536881317067,poor,maize,9.656820796340432,vegetative,15.099810381416397
+17.845959836915036,40.34376859790716,19.494738945150143,5.0812827010759465,low,sandy,18.404213408435865,31.677114527209916,good,maize,9.41628568104866,vegetative,14.130858993425749
+23.630578570042303,73.1798355358027,12.963591165307468,7.70020469501251,high,clay,8.929602276878285,28.21262058663018,poor,maize,4.682669865303114,vegetative,6.528343475450607
+27.685298467945223,66.86886049217894,8.649667763988841,4.876232035020226,moderate,clay,42.14449091569375,21.95911676992152,moderate,rice,15.67998456290433,vegetative,21.965467207550255
+36.85556311712939,70.7805078684381,12.561090623008504,8.834310389974608,low,clay,7.973245077130482,54.6204032427037,good,maize,4.851076107608956,seedling,7.50738154033769
+27.33866450850297,51.07317784005418,2.4548189291796563,8.864228855120281,moderate,clay,33.42664557617603,57.86882802015629,moderate,wheat,7.655740895851362,reproductive,8.100709227347991
+32.55646915079161,48.8327624090259,10.281049105870952,9.21813140338788,moderate,loamy,49.48225758497646,26.17707252916784,moderate,rice,15.363096149436556,seedling,17.846662019463757
+39.82042097497676,71.05258023530223,19.701910466795955,2.0437065939350267,moderate,sandy,8.94286271628544,40.83267116237646,good,rice,13.509042711633992,reproductive,17.734429121825674
+18.28722799744954,42.93259710627272,4.705388756934137,4.385531559968759,moderate,loamy,14.905932977881108,57.92166737191194,moderate,rice,11.034477285685323,reproductive,13.011655368546869
+21.86828813798799,55.1792846915403,14.445561980726987,3.071394809612769,low,loamy,39.23618956855013,34.97400005062279,moderate,wheat,3.831888847097465,vegetative,6.900704658566486
+24.86440188994116,41.29047876317508,8.699427516634014,5.631889583121255,moderate,clay,9.36023592575181,33.4331182433841,moderate,wheat,15.971898705219989,vegetative,18.50046384747226
+25.545704463470784,30.498290467399784,13.049162969759072,5.963597141434383,low,sandy,42.47262614708157,36.384712482764726,moderate,rice,17.031100483945078,seedling,22.38839687844387
+25.275526881638644,88.20344160228416,4.097744573835509,4.047232342637244,moderate,clay,5.012155506052753,11.65850159551732,good,wheat,4.7371774562215005,reproductive,5.838815400427623
+37.69027506391387,55.90217871938514,9.409299652352049,7.787571936360563,moderate,loamy,45.047630324834486,25.005950532772328,moderate,rice,19.765431271838843,vegetative,24.82445752028392
+32.850816111671406,88.16097686518953,19.601854277185502,4.158157737511755,moderate,sandy,8.007041854298523,44.9496109128576,moderate,rice,8.90560087412079,reproductive,14.088436805371703
+30.197630352267595,38.41941118606957,3.905743020320192,8.831131002266869,moderate,loamy,46.48909318663791,58.33647780482435,good,rice,10.214337068676352,maturity,11.259431785386724
+22.734317946569558,65.24200676744917,12.728900556975145,3.4212749451342948,moderate,loamy,43.90480548728202,38.43723600933891,moderate,wheat,10.04632362998244,vegetative,12.905097283113966
+35.59475960553237,42.05844196747438,11.511954975335907,4.937882358122269,moderate,loamy,29.280340349469352,19.523791755213047,good,rice,13.75984840843395,reproductive,15.168015823411606
+38.87651278712472,77.40444761779648,11.301031725808066,6.9779020673944405,low,loamy,40.00768827789124,31.340663565830848,poor,rice,12.74396540313057,seedling,15.559756749536763
+35.52995706375566,77.02217932565851,12.302465793032342,6.842680563706026,low,sandy,8.369458154818387,34.50098426108664,moderate,rice,12.53405792651903,seedling,18.918772809125727
+15.039127629786822,36.75642894235871,10.04475947376456,2.624232896041148,low,clay,11.08165333742025,17.61123549746513,moderate,maize,16.28275586718467,vegetative,20.6092450263608
+30.910034254585177,84.72386717258334,0.33861500515316,8.770068897527587,moderate,sandy,21.617930459870227,26.464140053466515,poor,wheat,18.77559882949592,vegetative,25.0
+16.278384536052517,41.67777883219348,18.001936229262355,6.7845194674382014,high,sandy,29.18563646382196,32.253227114887615,good,wheat,16.96966096261033,maturity,17.252841161685883
+21.440180508343047,66.77864049536163,16.539576549680618,8.958876389657348,moderate,loamy,44.0696416898022,23.09510918701131,good,rice,15.256147761272226,vegetative,15.365627676452068
+16.48811750869429,89.13801720526224,3.4833536184224267,8.941084625822949,moderate,loamy,29.420620138014836,27.694319947123454,moderate,wheat,3.859450416211628,maturity,4.387973130033246
+30.09488632373469,82.94379208598183,8.265463547577381,6.367349523000248,moderate,loamy,34.9342332120749,23.81221802377489,moderate,rice,7.224102903522193,reproductive,10.043947867539892
+32.16474783731517,87.39383571367014,15.410979613871358,9.286251658491503,moderate,sandy,35.5947989102139,40.6410761254445,moderate,maize,4.782568445917205,reproductive,11.097569420108686
+17.862190951647626,50.55592627308717,19.601246307745686,8.787262390507648,moderate,sandy,44.49056574137225,38.93013101726045,moderate,wheat,17.530427012872345,reproductive,21.575536220159314
+24.59597207612449,36.3345385331678,19.022740928835727,9.664983556494168,low,clay,39.95396347431143,37.58476305267671,good,maize,14.085954165073954,vegetative,16.10171746245979
+26.405912723888548,41.30081239736701,17.987183993523484,8.80398718847525,high,sandy,48.96636343162732,14.836765960493938,moderate,rice,3.5708419516623167,seedling,5.592839304690863
+24.226325544022917,60.02969370459683,3.167477945982793,8.569630808009196,low,sandy,5.900568718466366,19.17788234466197,good,wheat,15.29532272465522,vegetative,21.432362026441037
+18.025625012129822,77.59378069639934,18.289502120180096,5.754883845415292,moderate,loamy,14.35229044505402,15.54135844803842,moderate,wheat,8.729780588857032,vegetative,10.227554664469752
+25.473694754686885,39.00921865103251,17.568898259021587,3.696248483023422,moderate,loamy,46.87005809443282,13.164048338483964,moderate,maize,12.237823937430374,reproductive,15.284909415824208
+33.779451195210456,69.58389193564543,7.538998223327791,9.285669864603888,high,loamy,40.64990993162964,22.341494010435696,poor,wheat,12.85574911717817,seedling,12.957047551583305
+16.775191613331387,49.41465624237071,7.890451890725241,7.780393491568605,high,clay,17.03132357157272,19.726073554791355,good,rice,5.759349505535042,vegetative,4.274790659340342
+17.004500352047586,50.47212434352921,9.198178439103216,4.253982913588162,high,clay,48.84109948042104,46.249819950102406,moderate,rice,9.779732059839656,seedling,10.369537707062806
+23.869282295899605,69.71506380947558,13.12351261932834,4.72796578204514,moderate,loamy,44.14464622556223,44.79434096996603,moderate,rice,10.249739312410403,seedling,10.696553669051577
+38.54314279047313,58.01996517199321,5.216712319660315,7.488628094857765,moderate,sandy,7.909575189316548,20.066958941659397,poor,rice,13.45316698406907,vegetative,20.28992946123973
+31.71431616807285,78.72199758155963,0.4589685887988937,5.822538466829367,low,loamy,41.50894302281949,18.278186164203994,moderate,rice,18.123978424955155,reproductive,22.48394966176607
+31.96674891681412,39.35511057976962,2.824590491944845,2.651860494770946,moderate,sandy,40.30194260078024,17.244787675771512,poor,rice,13.4588710926506,reproductive,19.856607083780037
+24.047999770946625,77.3968961860223,8.802318151535474,3.131583565965256,high,loamy,14.95188731647452,26.002498531118125,moderate,wheat,14.622528922376748,vegetative,16.658074735287205
+29.84151978021346,33.85411488344525,5.640051388524037,7.965189468098489,moderate,loamy,35.1160929989647,24.70934341885644,good,maize,14.298460747533404,seedling,15.668334619961788
+15.253279600693585,41.6432328147363,15.290331220722637,4.628556227854647,low,clay,48.6601663564097,11.426880477729608,moderate,rice,4.435844931786985,vegetative,6.864628080639043
+30.902401160238558,69.36898287018992,2.1338014109854275,6.0611954272163135,low,loamy,35.41409584019541,38.39352340348891,poor,wheat,8.09602272478691,vegetative,11.9901543908237
+37.83217368940592,81.29553939066427,18.34930451109608,8.132971826028207,moderate,sandy,41.619433527484254,54.90157347388488,moderate,maize,9.829871853206686,maturity,17.534165151369884
+30.31433670862048,45.16077766436094,17.906543598878223,8.00940474964842,low,clay,9.472393389241663,36.942833212339366,poor,wheat,10.555016425587375,reproductive,13.043842046339138
+36.84246483665862,49.631496349734775,18.17513633866576,3.336120215098191,moderate,loamy,37.73564552077084,13.190406623398385,good,wheat,17.314070725482498,seedling,18.34152467431184
+33.09932638665234,62.2272448972044,14.792199972066534,2.7871509151922824,moderate,loamy,14.2139621168536,39.97754770974944,moderate,rice,11.932106781820718,reproductive,15.957183942901873
+18.013960410092256,42.69436838935814,2.139999429671986,6.72921834372072,moderate,loamy,8.233437760411801,34.24780179821899,poor,rice,16.864037737704763,reproductive,17.492065958611835
+37.561332682146045,78.66937569525034,8.762751427391336,7.9330629914499164,low,sandy,29.843484100656408,55.346442239488354,good,wheat,18.410908211613087,reproductive,23.34965131084868
+16.661096108894373,76.41819870034564,2.628107436109275,3.192319375963283,high,clay,38.77750006688212,28.16097233066963,moderate,rice,14.83139104069051,reproductive,15.115370612702932
+28.349186813694097,38.7175027179469,19.75398385522165,4.975642298618198,moderate,loamy,29.603518945026668,47.59910152177648,moderate,wheat,4.92586958059191,vegetative,9.190288499573915
+18.55342809483644,57.829783908997925,6.660768467973465,8.962223967741124,moderate,clay,46.92185932894011,11.922012568079564,good,maize,6.415996685545252,reproductive,4.012825578267768
+15.292665268272602,76.48966599927729,11.70661083780124,9.553785132482568,moderate,loamy,36.30498555047311,46.07465427084272,moderate,maize,17.07730835733038,vegetative,20.72441027291915
+25.55085650319097,50.23977186620489,15.587861084884436,5.632558087597475,moderate,clay,10.290867079797303,12.076329899139711,moderate,maize,12.58438782457933,reproductive,15.91547395453048
+22.376017691353905,67.9864093630639,18.41232168451291,2.636127472246664,high,loamy,47.05331873039361,27.23576388512642,good,maize,11.77027711834472,vegetative,11.849003005375508
+27.150012344940077,33.012787287454366,15.1109545168272,4.061571649619019,high,loamy,11.879959210464724,57.404291187280464,moderate,maize,19.470102601195595,reproductive,19.63657776214433
+29.42999716836377,66.52132563175908,13.490075575324752,3.863759362524264,low,loamy,39.1214949618827,45.16024015561703,moderate,rice,9.25435147227861,reproductive,11.51511920865998
+16.093476807723682,39.15917880003642,9.319635640763028,3.911709764328456,low,loamy,11.684465568639045,56.2511553030536,good,maize,3.69611181880135,reproductive,3.506156047513332
+18.07508237809364,79.83499950686708,12.10800267501048,5.951053643034,moderate,sandy,49.93611241097561,34.792648479993545,good,rice,7.337797196468538,vegetative,11.501751678210711
+28.96605991126064,51.32696781482871,1.8832761770565964,6.665805213532569,low,clay,19.94843786569609,40.31083126574504,moderate,maize,7.840520764290727,reproductive,11.983030835458027
+23.579183829316456,46.89323176369175,17.67845083922525,2.9800767094394827,high,sandy,27.3168194927633,35.88741527773969,moderate,wheat,11.711231197055548,reproductive,14.801138603189932
+33.2293371887362,80.4533386026891,10.875546176797709,9.114848052226677,moderate,sandy,26.007687814313865,33.94322932255908,poor,maize,3.121958815534776,vegetative,10.65949202886083
+31.307291214798493,33.00864138430861,0.802701008698854,6.959790586248919,moderate,clay,9.585374219405011,38.91153152087709,moderate,maize,19.8004185616942,reproductive,23.380675051956285
+36.14010907474767,53.796527960060686,18.39804251319795,6.778013842144043,moderate,loamy,27.230674999756477,11.944967754232207,moderate,maize,4.052701927056194,vegetative,8.70933529003295
+32.31232066673063,52.20021243450188,9.786039476737374,9.898231987074272,moderate,clay,11.727769743525696,19.28419689278792,moderate,maize,6.947744496249507,vegetative,11.413202586659215
+25.748276934753704,47.08802245497305,17.371782831220035,7.025151819945003,low,loamy,41.08913680199902,20.7310775595587,good,rice,14.431637469708516,vegetative,17.536753592721524
+31.82416555986081,84.70525992008862,17.137759084107138,9.43167319440948,high,loamy,48.12410450342946,29.142446580480428,moderate,maize,19.618688160838914,seedling,19.915241116585804
+21.884529356385464,75.05570361100334,16.315031749142296,4.290055778878334,low,sandy,41.36262986144619,31.727757157630933,poor,rice,11.701270575953052,seedling,16.890441225464993
+22.65783746945532,33.835389851516325,1.2280603859071215,3.921035922771981,high,sandy,24.39787979326402,46.98590689849113,moderate,wheat,8.810295066506797,reproductive,11.427415530837818
+34.72462899801983,72.88124696609725,4.941332908484178,6.132149494595625,low,sandy,5.106712862947587,18.277003911237365,poor,wheat,5.762049962714278,vegetative,13.922195266315526
+26.16048791003956,61.63794798772764,17.510957449308616,6.068871581093329,moderate,loamy,6.648955729672842,38.49462454422351,poor,wheat,18.3569419537604,vegetative,23.163656896778203
+34.95950851295881,84.05207366409476,17.979821121041876,3.811869195871175,low,sandy,27.27658152221805,23.61445714473292,moderate,maize,3.851311905854606,reproductive,10.526102335475295
+35.56055934170696,48.77673704090151,9.16137724737612,7.597245255199581,moderate,loamy,35.5769285603139,35.78268722093814,good,rice,4.189523494114978,reproductive,3.775395777315788
+36.4390584415321,64.44971997657498,8.800829353084046,2.2370705538935463,moderate,sandy,41.87813293208416,41.33076634407468,good,wheat,4.084294770516847,maturity,8.884297118520113
+37.91588089603018,60.04531648445917,3.502812677722995,7.525043780395621,low,sandy,31.9789179896203,39.12252667769275,good,wheat,10.929475328741107,vegetative,18.46533552237093
+25.77463051283241,59.37365437365634,19.368215773823025,5.657423088986401,moderate,clay,49.02409068095768,20.76903989917272,moderate,wheat,18.830163978709816,seedling,19.8508468368386
+22.97167045802847,57.36632397103276,4.262769507180863,7.512060086760632,moderate,clay,27.220011453177385,45.47265647686832,poor,wheat,12.448344113127089,vegetative,17.248270031286914
+29.554968664852847,42.33776853193688,3.818735687015311,5.816645045132152,moderate,loamy,32.00129599807767,42.68939286710795,poor,rice,9.029333770943865,seedling,11.771907604710146
+24.27931058594069,75.34259534954356,13.214579402983484,9.81867026307756,moderate,loamy,15.354604542666433,56.600164165155554,poor,rice,7.055004102936483,reproductive,8.297043934733612
+30.026854170005823,57.08016196435732,4.856886060008954,4.677479608824942,moderate,loamy,20.284721671819007,41.70759622652022,good,maize,11.746223877187102,vegetative,15.105553825848157
+32.639646566095614,87.51097650015635,18.7754322202878,9.860583496019109,low,sandy,35.740928256705466,46.01622040174275,moderate,maize,10.505722248405862,seedling,16.717958340648803
+32.210125462303424,45.64850563156658,0.2181399063558964,2.519791539831803,low,loamy,32.073860014814386,50.551382645862674,poor,wheat,4.588687412456838,seedling,5.199304045917835
+24.36382217550303,70.96463037762247,0.1150652464660262,7.470086198060453,moderate,clay,21.634199599420896,15.300214137037509,good,rice,3.107061351241886,seedling,4.953040162513272
+19.17150504246882,86.44302477834651,10.09753602871199,5.633753654279297,high,sandy,10.039187895330109,44.81671359604464,moderate,rice,13.11558545254977,reproductive,13.219238344050131
+25.76323346155519,69.80749938096555,9.76124919826944,8.577101004237601,high,clay,20.41768466795625,25.92901152876307,moderate,maize,17.592574205661016,vegetative,18.36685963396148
+18.56485360204772,82.27637445704369,3.2672804380182097,8.316928557735984,moderate,clay,6.987001546216493,51.15743876647088,moderate,maize,13.350241930920056,reproductive,15.8099598814301
+37.25242587959521,79.64885758542036,9.890391259405687,8.401681463007499,high,clay,31.13452516899369,34.00902551805689,good,rice,8.548020609855252,vegetative,10.901136341576365
+23.646936518446434,51.60706292934023,8.23322210339973,2.7579087944201577,high,sandy,19.535696431914936,39.0307927392024,good,wheat,5.604721516526359,vegetative,8.50270167241199
+18.86149368058309,66.0074363963698,17.806590506847375,8.578925598890358,low,loamy,22.09318288393188,23.016878707799968,moderate,maize,15.563863796709644,seedling,17.81893345747872
+15.636193997643772,39.37568038868133,0.1850784043392694,3.712321259550088,low,loamy,30.87896994773437,42.52825592897738,good,rice,14.936653260634705,reproductive,14.949139246982028
+31.145559657162107,62.13155296173597,19.525396100659044,2.205442110872278,moderate,sandy,31.157950915250677,11.782466503991214,good,wheat,17.397429978607615,vegetative,23.625611383913792
+30.92255793636858,43.82531830886023,12.487855285916847,3.741909757475291,low,loamy,31.475449013371097,47.42871421363112,good,maize,19.70874422910225,vegetative,19.97504994998693
+23.51510416453229,74.62420889714673,3.0368689129055126,5.834280837598662,moderate,loamy,27.121604418633904,18.164792100309747,good,maize,4.905930651127639,reproductive,3.981881104349952
+16.792797221191275,61.68350531352748,0.9352002762233248,7.936890879291456,moderate,loamy,26.965509504303583,21.37872756043372,moderate,rice,7.497982566759354,seedling,8.193106840555549
+25.2407223723808,54.67364175789963,10.762113171184636,3.7490598466628295,moderate,loamy,41.95487499198036,10.045513142642244,moderate,maize,8.844143003239019,vegetative,10.467289553724925
+22.78043737658484,46.12782577001865,4.697803319436402,2.904060384722171,low,clay,26.039950391333026,25.65873174534598,moderate,rice,12.140986672969932,reproductive,14.73236061205007
+31.928015993375237,89.92190891047721,6.023310740025185,7.167738040191538,moderate,clay,29.121357223180983,29.41246090307342,moderate,rice,3.9049231014202026,reproductive,6.139325451447156
+30.144481236317255,34.30263125309596,4.902643296690272,9.87118429088014,moderate,clay,49.47034444261098,21.699984855464542,good,rice,7.687905680476327,seedling,10.179383780179762
+24.114843204938506,32.613640834345205,13.003446271450215,6.806962416684945,moderate,loamy,13.14725232618758,21.51052060501948,poor,rice,16.50050087185339,vegetative,20.07135054257431
+20.447313856374752,43.03544402963188,11.07057924232267,7.528458912987374,high,loamy,37.68894422516744,54.6490494060841,moderate,maize,3.822231868897916,vegetative,4.025406057152235
+39.70089915388979,88.26434751766918,1.55948847043623,6.48933954997136,low,sandy,26.293422953408548,26.32262520158552,moderate,rice,16.903895399159694,maturity,22.00212150255553
+26.35004052990287,88.75429009919907,10.530530663503509,8.258787553828032,moderate,loamy,42.374375594255454,46.114105397791086,moderate,maize,6.138899621627113,reproductive,8.192523766580576
+32.20685589450593,69.29566408632816,15.823795311265998,9.806435361675558,moderate,clay,23.18146531768882,21.869074660423088,poor,maize,8.18630531995528,vegetative,13.81786210822602
+18.51382418945902,82.80640003238429,1.6238918164064864,6.353033835233479,high,loamy,18.634524215918688,50.45206141132808,poor,rice,15.20728479911397,vegetative,16.25605766355828
+27.139742491484945,42.83770385044773,17.7947795246084,5.334324093941807,low,sandy,14.350378759047125,43.8870995602459,poor,wheat,15.998283595911335,seedling,22.27572710405008
+15.688417996736638,88.32252565059741,11.566132988954582,8.882744489281013,moderate,loamy,44.25067198113096,47.8101996157701,moderate,maize,6.583871267669922,maturity,7.261697080427746
+27.636377947761247,38.56709100837388,19.012489385406333,9.75782675007992,high,clay,37.32478084245735,31.97683842960893,moderate,wheat,9.891372246972978,vegetative,12.900434650054905
+39.10043517794256,36.067511290899496,2.962824354447513,3.033453126956544,moderate,sandy,8.460520330215015,53.97822826099249,poor,rice,7.112114746101041,reproductive,15.380503821072608
+24.605167824645008,36.73269235483637,19.871299987066305,6.625367723791023,low,loamy,37.10706063063061,28.700621193665377,good,rice,11.725992437046608,seedling,12.866099313870066
+15.974900314372787,64.38767539635387,12.885457319393536,8.33967994036798,moderate,clay,6.575703401688132,40.0447525024462,good,wheat,14.090827742615508,reproductive,12.81220440740121
+15.773894772983589,76.85846404308313,11.349883989621256,6.266715241251126,low,loamy,13.17318870923956,42.00360571214688,moderate,wheat,7.591278165127529,vegetative,10.665809818393724
+24.699668998671736,52.00003067247799,10.305592482241709,5.27357574554359,moderate,sandy,31.675896781103862,57.61256929862645,good,maize,10.856508494290528,reproductive,14.407656849378256
+19.00062341157985,88.67375926716758,0.473087461966255,7.241838569083365,high,loamy,25.857964950504847,16.726134458089348,poor,rice,12.108527498546222,maturity,10.76169343603725
+15.583802408204647,56.065208287099765,18.79278383099156,4.161024756106786,moderate,loamy,42.82176116457982,16.78025735733261,good,wheat,10.12255269139349,vegetative,10.822137447826425
+33.90534034875442,39.02691304639298,12.879889457083966,4.793069943506955,low,sandy,32.35506702145878,33.102570833355195,good,maize,11.73660970030348,maturity,18.46939207742483
+26.463075222047262,57.9580048911682,1.8325296899858248,9.938213271050756,moderate,loamy,48.423855304928296,55.89378098328207,poor,maize,5.447978619324911,vegetative,9.251095762479933
+22.23111929931636,70.7422299253464,0.4190434058904979,7.091722674995963,moderate,sandy,43.48325963019955,11.084255398570384,good,rice,3.688330554144429,reproductive,4.364147960145805
+37.50207957541202,79.93354683026271,1.0156727847350266,8.983418386488598,moderate,loamy,20.309688385699456,23.813780364949164,poor,wheat,4.073835934534606,vegetative,8.389425534390035
+17.90347400501314,57.52609739739557,12.187915268644812,8.462148104297148,moderate,sandy,42.536792582787164,24.17931620386552,good,rice,19.53799907527111,seedling,21.483849435893152
+38.89797072388298,65.61640956295005,12.280308297891704,7.218180435152193,moderate,clay,44.14708814575162,25.24763014009448,moderate,rice,4.25687284103781,reproductive,7.24227897132588
+22.849167934433822,46.0406827295312,9.993345835628825,8.725832659670186,moderate,loamy,48.63762457539871,11.235248455658857,moderate,wheat,9.56244012005648,vegetative,11.888423375704246
+37.21009180771704,68.75499158433084,6.135316413059031,4.297267963468568,high,sandy,5.565331731864822,51.28031666652341,good,rice,16.45786408702714,seedling,18.44298002530265
+30.07357191198654,89.15831663702062,10.634854632292829,7.096931590498387,high,clay,44.36349372378588,10.445472633003858,moderate,wheat,17.460518879439718,reproductive,17.82782283283687
+35.66768399353718,32.94321435526763,10.326036417525158,6.724827916191847,low,sandy,8.145289204980694,33.885197699644856,moderate,rice,7.564014844911606,vegetative,14.461794988016608
+39.6003290802616,83.19184024231006,0.3883111975313125,6.979356806346758,low,loamy,28.7652143565945,12.817951151974308,poor,maize,13.879914818623208,maturity,18.18081138211601
+22.210135945468643,63.736950166051365,5.649384606549961,3.3490554171742017,moderate,sandy,23.65985928886076,49.93220148145187,moderate,rice,15.307313475236544,seedling,19.93355605426115
+39.028387135189824,45.125919573738,1.0637068293429897,4.217944319984547,low,clay,46.39467294786183,47.329291849216446,good,rice,18.570326640542667,vegetative,22.692494430213937
+24.73704737256051,87.29338260055547,18.00309502895311,4.293266550340313,moderate,clay,23.231832804702734,46.07654308323575,good,wheat,18.11510008729637,vegetative,19.8163690654041
+24.637797618423058,59.001258183533935,14.504463255702708,6.815569300582106,moderate,sandy,31.821920323688914,46.81324720542457,moderate,wheat,10.396990398396524,vegetative,17.493852886250906
+23.509677606362644,49.90141510040314,19.922303403858244,9.780375043518289,low,loamy,36.1345402554806,57.01197775497702,good,rice,12.202824210353238,reproductive,13.32195112145186
+28.53519018368963,40.88985769625047,6.043425266105757,9.632540409457183,low,loamy,5.856339046747859,30.84054564083845,poor,maize,16.615621708479583,maturity,19.298891808314032
+18.853626079462178,44.66713261539972,17.569716955138205,3.817516423917573,low,loamy,31.591906414251085,53.07874019625393,good,maize,13.178579562146922,vegetative,16.249530303327532
+28.84278713395028,79.97094249548655,12.061085358649636,4.43876194453418,low,sandy,28.30963258984499,19.21161265299916,poor,wheat,9.052858996291963,reproductive,14.278027239199092
+28.5426203102501,66.86460055902995,9.0625081380721,2.288495138233337,moderate,sandy,31.73038878296501,32.56322515442052,poor,rice,19.15655067487946,vegetative,25.0
+34.04754531512175,84.79473716929897,4.451462225772702,5.190524718875153,moderate,loamy,8.408482612506008,10.445454720644673,moderate,maize,19.961395865777504,reproductive,22.943357822807734
+35.84124904843964,43.918107129467145,14.767843305722856,8.67739297344291,high,loamy,7.500126651002422,24.207014665553277,moderate,maize,18.861631015224432,maturity,17.922789822414757
+26.0110337578106,37.26831443093409,18.082814978086,9.32601391188912,low,loamy,12.989495185180928,32.9079738060923,moderate,rice,8.876909247391758,vegetative,12.22302917229129
+22.558331233787342,30.3652518585354,4.706167961507415,3.891971836543549,high,clay,44.1275304045728,55.46449192128064,good,maize,7.11958586459709,reproductive,4.746328237226881
+21.48337243292736,60.47172225695962,3.507806699472251,4.126355787910714,low,loamy,21.041198076709332,25.847578262417567,moderate,rice,11.38313254792259,maturity,12.127355868971655
+19.8655959176218,89.89841582291929,13.92443830009734,3.7667985320700295,moderate,sandy,24.531464786869616,43.62042763563639,moderate,rice,16.341647099224204,reproductive,19.351611767343968
+16.441189554975622,71.69791612911834,19.539463254510384,4.80082854059663,low,loamy,22.557482640688463,51.698340269092334,moderate,wheat,7.592347635207049,vegetative,11.651159082749263
+23.561199470867837,48.50367551790876,14.99910202208156,8.438075188724358,high,loamy,37.14665585297039,26.326486565183483,good,maize,9.912214488380004,vegetative,11.796530879111211
+21.756192303269582,82.61151498157031,5.691614780952978,7.174859759075681,low,loamy,16.67639980600213,18.46141008475455,moderate,maize,5.57432890077866,reproductive,5.282389910325152
+39.160434646660185,76.90333595927758,8.399108482955713,8.2875273429096,high,sandy,8.077700841362788,39.559707206332085,good,maize,14.92710730081929,reproductive,18.365634648410044
+28.942720656251097,30.92490996459236,7.686352709167434,6.6642488506824495,low,clay,22.01787020335841,24.219192419856185,moderate,wheat,15.535905609857936,seedling,18.717627489852227
+23.681925975762688,79.01162883246135,17.041900360940907,4.061864624473174,low,clay,37.75259908343494,42.6226054594608,moderate,maize,11.425003237896105,vegetative,17.226879669146125
+29.5116900248424,48.03160543430976,15.427415577444476,3.823953441700353,moderate,sandy,46.17356141124028,16.735052166763182,moderate,wheat,15.53545649471942,seedling,20.929047950225417
+18.479917533642386,38.98040787501607,11.779508695230405,2.0720056469099983,moderate,clay,7.286970383549667,17.57974218376298,moderate,rice,13.955025406348511,reproductive,13.86699835592291
+26.101093730055076,43.57985038422447,5.499182207938064,8.247857094992579,high,loamy,41.47232543959257,43.796153419421,moderate,rice,18.80028117420772,seedling,17.42426237368055
+30.655858035526595,58.11478826250834,18.75977055444113,8.776969809317741,moderate,clay,7.978106972753805,58.677971998596966,moderate,maize,12.971753909346091,seedling,16.57372706264898
+27.22244579481129,55.49207562408066,13.066304495382932,8.146260797027331,moderate,clay,19.879727806287303,22.34481570898305,moderate,rice,9.06669029960965,reproductive,10.385011159932183
+25.044470016358105,47.33323796245361,19.40953292883565,2.595216461827926,moderate,sandy,6.003568764746241,45.695641716013554,moderate,maize,15.404053905099564,vegetative,23.155265108346335
+39.84620972249245,40.333099332421966,11.602340660840616,8.097773017358929,moderate,loamy,46.019376453090295,36.60203059016592,good,rice,3.964911922885632,seedling,6.018739281931021
+37.00786905372318,75.73384737853016,16.42385516727228,2.3661396252021545,moderate,loamy,36.80550478400573,52.19207664331691,moderate,wheat,11.09755700392372,reproductive,14.92897734501348
+30.585148953986003,89.40658702409502,16.262107587890537,2.844744525651129,low,loamy,21.611085442814343,29.444299618864523,moderate,rice,19.421160980434983,vegetative,22.03748545402459
+29.23443402955707,76.66749482518142,6.746575536671841,5.523802983461338,moderate,sandy,21.985546231604555,58.58569980147661,moderate,maize,14.988462489843686,vegetative,22.21343130697228
+30.5165119956146,47.75621806029247,19.280414459144563,5.809176071398721,moderate,loamy,33.79292885756584,14.1198434448433,moderate,rice,19.976451350122304,reproductive,23.33818653290473
+20.032802695560832,44.688537684728,0.4388293519512798,8.52894909294957,moderate,sandy,9.03417371906705,59.232391847092224,moderate,maize,9.678456112932988,seedling,14.925782278340886
+24.878443581607964,43.05995256395629,15.374218175348284,7.436215136327284,high,loamy,11.52718841106433,52.31186556901383,moderate,rice,9.679451250133097,vegetative,12.699508120696075
+15.986488322272482,38.201704469342175,19.31114171528088,3.22656142904973,high,loamy,43.12508952149911,53.32290638738379,good,maize,4.012449708476071,seedling,0.0472106992529268
+26.888650937170667,63.07983298153808,6.778164065674456,3.80917426583041,high,loamy,14.104088875711016,52.12017187893436,moderate,wheat,9.13176713279674,reproductive,9.074196094233056
+28.575614598941577,66.32402231720064,12.96221175581944,4.285401506069494,low,sandy,37.69998789674179,53.09318394098362,good,wheat,5.400533615492614,vegetative,11.067280835628756
+20.69374340258024,72.33015963978823,11.244464996884211,2.989381099638867,low,sandy,15.161130626994442,50.75762976592029,moderate,rice,9.723535725047906,reproductive,15.536505962345162
+39.10072117913784,70.81280225602008,15.230146193530471,4.3011590908738455,low,loamy,8.966584273766472,54.97585681136539,good,wheat,3.032141653822735,vegetative,9.478931452921792
+37.73636527343105,47.53999867700295,17.32355843290105,7.828785244317864,high,loamy,45.50145634737122,33.04003706911436,moderate,rice,10.45003849483154,reproductive,13.18577790146358
+33.05358088639765,49.81866032381079,12.06089138599096,3.931211760858264,low,clay,45.57527524279711,56.96454735092064,moderate,maize,18.96555591037753,vegetative,24.668974548638907
+28.334665719134065,70.89087212654027,16.318091727629138,8.682877176483093,moderate,sandy,32.239035393159426,29.248142653661294,moderate,maize,15.960169569752445,reproductive,21.53261733382093
+36.749228991192126,50.9668584470177,6.245711517785104,5.756135961001663,low,clay,25.79152299824963,46.42583121671724,moderate,rice,7.09972106495123,maturity,10.297845025729064
+18.26630859558657,42.75739137715878,4.571741174096338,4.583486089955111,low,clay,29.87419650868165,45.517628831915424,moderate,maize,7.590904598287951,vegetative,12.253943093514716
+34.762744856872125,52.46016922180438,8.613353790656804,5.2993448363909845,low,loamy,23.365734202596208,51.044825118439896,good,maize,8.2567725356732,seedling,9.908910526651429
+18.12052034917121,46.32504945467866,13.554731991615665,7.6759739247479315,low,loamy,39.07285772038231,46.919131790773015,good,rice,4.575696929183392,vegetative,5.951394369002241
+34.855266563735135,35.298763273114666,3.744938978774473,6.134341625967922,moderate,sandy,38.95523181117338,11.768975348519556,good,maize,19.863104105468807,vegetative,25.0
+21.89418920628393,79.80833413659921,13.607043843037829,2.0582293118004644,high,loamy,41.854082438263525,46.9576416299567,moderate,rice,14.353370960055337,vegetative,15.047174444773573
+36.92726452545472,81.18668334942218,7.881872971441346,9.3785907726806,moderate,sandy,28.531673571617617,11.164838320887611,poor,wheat,15.55362657630289,vegetative,21.576193431700727
+38.60105234563495,43.18501801001277,15.91150547785264,2.5279680240148137,moderate,sandy,41.060383772314175,36.66151559635361,good,rice,14.810232937084976,vegetative,20.02711595739993
+18.71989923512789,33.88633197151211,0.7367163420660661,9.508970790515086,moderate,clay,12.00733683997268,51.94746534915061,moderate,maize,10.906011659959235,vegetative,14.482473912142371
+26.56689012663484,74.32964624107078,13.35965275658789,2.2252225889604373,high,sandy,6.356062845127063,51.47875803209454,poor,rice,16.877634998740938,seedling,17.742423733994503
+39.52468445406713,42.69171755180482,12.996446732999354,8.167834679659588,high,loamy,34.16238718693839,52.06564956290108,moderate,rice,7.041660276285368,vegetative,9.412161982193798
+27.085185899328664,53.60612936621162,18.81870952250629,6.277397665466306,high,clay,9.746420804833017,40.12053138887917,moderate,wheat,9.598577421039476,vegetative,12.23909581443372
+36.588688062863625,33.848115134242995,14.267351071281407,6.045809444832848,low,clay,29.780145998758076,19.190602284535903,moderate,wheat,8.539619114859752,maturity,11.109947632494167
+29.718288053283,43.57617508550611,15.926037928465623,2.582228020352036,high,clay,37.45062297504765,35.398905898738995,moderate,wheat,19.194606595466087,seedling,18.500276033660185
+24.383247697990047,77.57413669977814,18.09182031706337,3.9099600827033294,low,loamy,23.318844180227508,35.810594496098474,poor,maize,3.663594449613954,reproductive,4.209601182221185
+22.14458888814676,78.26378681491211,13.501038365839758,8.220378536521537,moderate,loamy,6.974272049797516,26.238387544309564,moderate,rice,4.281555872445948,vegetative,8.907286712379667
+20.08057727715218,42.42508949326263,5.803072699199491,9.130078639379953,moderate,loamy,44.92091301344932,31.204963795864696,poor,wheat,19.25396641904607,reproductive,21.665425730490544
+34.04495478444243,50.15483070640137,17.39547599167044,6.232949448423836,moderate,clay,6.946026879715177,53.608833418257554,poor,wheat,14.689610475841835,maturity,16.758488466512073
+24.6635126705757,38.05430514562461,14.951562389519502,4.826747170900763,moderate,sandy,45.71386294330772,35.89639178553942,moderate,rice,13.810293115569712,reproductive,19.387417023962755
+27.78188655501878,34.450357817095345,8.48875208001787,2.479545664513686,low,clay,7.368376456650858,45.237191033620704,moderate,wheat,16.927929624479535,seedling,19.46743981150012
+27.308137000029543,89.53030286690458,14.21058345299924,7.4574282085307235,moderate,clay,38.08217743108258,34.7905739193975,poor,wheat,18.586488101847337,reproductive,21.243895238580077
+29.43197573082828,69.33563707469035,17.35377754362284,4.227572885490261,moderate,sandy,46.61810430006311,40.87356486404399,moderate,wheat,18.23469475764511,vegetative,25.0
+36.6394286406138,62.52579055189913,19.51304262782543,2.4401097199371744,low,sandy,45.81411411654869,14.62934988389111,good,rice,18.12679250883409,seedling,20.93931076087013
+39.518483589585735,75.92991002431796,19.047030079181106,7.326813832788977,moderate,clay,45.20232085407459,56.56941034223587,moderate,wheat,17.25882391925053,vegetative,22.87194985162193
+25.189605214345423,80.40462958126345,6.50655653528283,5.885758348270067,moderate,loamy,44.73853804443089,31.796653319468863,moderate,rice,5.0464777524425095,seedling,6.799390653182428
+35.687973052657576,78.40288608268365,8.433874274363635,2.0956971976137915,low,loamy,27.968437891038118,47.41513346436277,moderate,maize,13.800345719005191,seedling,17.681302542253782
+34.11319486636794,30.9923669573926,2.190732099547425,2.887392312850777,low,loamy,30.09608763170908,43.35505631794744,poor,wheat,11.34850956019787,vegetative,14.730646060408432
+29.33822378638933,41.20847389142991,4.95088574036092,7.593615433967553,high,clay,32.88728629670656,49.96360918100175,moderate,rice,16.26891251207218,maturity,15.506335668333683
+38.90117859029833,69.29431812706986,17.648424169739005,2.5093706645263083,high,clay,45.31767794459743,11.74364533252459,good,wheat,19.23752906595503,reproductive,19.03036978259861
+20.011862888210068,52.54556086823777,7.216998525587179,8.927704518743923,low,clay,42.717218880358935,56.76759326034611,poor,maize,9.19599530540228,vegetative,12.396662950298278
+17.731605257740537,88.94895906366642,12.41105317189762,4.4906102193594615,moderate,loamy,40.23403551042461,51.4873422352038,moderate,maize,15.831349473101376,vegetative,19.06707842818414
+36.349049173885554,69.92428755829525,13.319312366140664,2.709331763491397,moderate,sandy,35.40758929748239,51.68807804510325,good,maize,6.605935068893698,seedling,9.401286797266366
+25.978745415843708,87.39293452375239,15.63658550286624,8.078059025344523,moderate,clay,32.82726748942227,33.3556721114646,good,maize,10.164754639189985,seedling,11.58282918051654
+36.17422135517651,42.08678889874763,3.6560006049126192,6.19541787562419,moderate,clay,46.5110085564986,49.81619539454543,moderate,rice,15.292945062423902,reproductive,18.67100430291072
+37.32725512988537,81.8374216869014,6.096262692288709,4.453120259034381,low,sandy,13.668988427773115,38.759101765388166,poor,maize,4.480637375793519,vegetative,12.575761481604356
+16.561439840476787,49.28113834891352,8.966726829163612,5.248786733354144,moderate,clay,13.672625188348988,35.17390179819289,moderate,wheat,17.654254600906985,seedling,18.670334476984305
+37.08661907465152,89.37388849426841,7.296821224765471,2.171299164838607,low,loamy,49.21112880885004,49.24609871413034,good,rice,18.59001365344056,reproductive,18.75611827516147
+26.207976384235558,39.46132032438884,19.6581046571938,7.301588300315432,moderate,clay,29.892156484506327,41.39000164658778,good,maize,17.824506741079873,vegetative,19.7739413342774
+27.76081222510581,60.9803891302996,16.698816064274247,4.926189511707556,high,sandy,26.751836013528862,13.858020849231526,good,rice,3.01278475891037,reproductive,6.319501232381279
+30.66481277733025,77.57067203022731,9.59373509240972,7.712300557825038,high,clay,43.27679186717712,25.72548107590966,moderate,maize,16.658762675300544,reproductive,17.024534731531244
+38.15956516825217,55.95854883624215,17.585372521729358,7.0253691676203776,high,sandy,43.23955652527105,41.10463523791148,moderate,maize,18.24864683610282,vegetative,24.513271963938305
+15.477902360744102,58.0850436112588,6.953058951665936,7.210033487277903,high,clay,12.946910736623074,55.19004577230032,moderate,maize,19.725162287347423,reproductive,19.5460790617377
+26.921086707945427,89.18134773034447,15.71656647780529,8.343141688035459,low,clay,12.810753811991871,56.65004179903982,moderate,wheat,3.570221379431713,maturity,4.582622142153384
+32.19305106076402,55.5184890180692,4.4735119621290735,7.049264627010008,moderate,loamy,40.7869144279434,51.94558111745205,poor,wheat,12.584850190344795,reproductive,15.678935455978564
+33.06767394245571,66.24432603594381,15.446440904527318,5.34980743393514,low,sandy,40.35345944672715,22.71562697807708,good,maize,17.992743811424624,vegetative,24.289862577818248
+32.3133107884277,33.272379640509044,9.129068063914566,5.119420493877085,high,clay,15.13340094599626,33.66909374235965,poor,maize,15.427923648939029,vegetative,18.044382432429604
+18.36087823520305,80.5326048126156,2.149986419844847,2.9566568541188465,high,clay,42.86795613094273,31.66951973360512,poor,rice,17.523818607907376,vegetative,18.068221968936587
+22.48488970929203,68.89008293877261,5.465249091111646,8.235547305249934,moderate,loamy,26.60230086365205,31.93426499572679,moderate,rice,14.872712045407006,vegetative,19.095417072196486
+23.967888135425337,54.24120617176881,8.045492480471292,8.088867534036975,moderate,loamy,26.149510160304374,12.48922914205398,good,rice,3.410892164794795,vegetative,6.320020218532798
+35.11093019198762,30.970172397271185,14.985858233288742,3.970386936684188,low,loamy,49.3562116835693,18.681901766972366,moderate,rice,17.929469570068395,vegetative,22.372506446757534
+21.968996810363823,65.50012923561023,1.4596542946190172,8.901455301585157,low,loamy,28.364656846190844,17.663011757139536,moderate,maize,13.501402726858988,vegetative,17.51378480611881
+20.26762409668008,30.75946970904973,13.190939901852792,6.712026062325026,high,sandy,11.167042035402911,40.8634281618514,good,wheat,7.206933330021956,seedling,7.301663403593253
+38.9362004759524,30.072216834541077,14.320272818656871,5.829494739156538,high,loamy,17.6070119172133,30.5899181793238,moderate,wheat,14.557065412124784,reproductive,15.457452075621555
+15.221582127836722,66.96591372896128,13.078427398515029,2.139970413003967,low,clay,20.015695178586512,26.21940013435543,moderate,rice,11.744753762935526,vegetative,14.976478475612138
+39.94552139204946,41.34102404007326,15.213392763351113,5.06192948691453,low,sandy,48.131012205772805,32.19525451993226,good,maize,15.195591084613264,vegetative,22.531931190799465
+31.92053247143489,41.51325298308572,3.5633723204567658,7.125366145885304,low,loamy,16.881682287273392,26.21070248235757,moderate,wheat,11.03797619115879,maturity,12.73395465841852
+35.71173248622793,69.19629394996463,11.742067101260748,2.717982701507068,high,loamy,24.36813227091741,47.87349098207876,good,maize,4.742058697752629,reproductive,4.476058145031203
+22.365484908654828,33.22183127636246,18.8228989440776,5.676538471100386,high,sandy,38.73359972651409,18.352096718086894,moderate,maize,18.50624587081822,maturity,21.225620499306277
+15.3578819416765,48.80433368847338,12.215685396090754,9.947487610892768,moderate,loamy,17.33433389007758,12.806736708666683,poor,wheat,14.60917004440007,reproductive,16.718970929565685
+33.44673796403825,38.96591412852114,12.22672693905906,7.73230909767254,moderate,clay,36.57389239467996,42.53527112973863,moderate,wheat,15.136605259854726,vegetative,20.51148900680898
+35.8536149250169,64.81058218779202,14.72879284226538,6.374967100012835,moderate,clay,14.338291836048873,21.528957587681376,moderate,maize,16.048767949433945,vegetative,19.85234634532788
+33.51190329883798,69.70590928364375,6.664084642517181,6.264263079512613,low,clay,15.913286413224382,42.1677138264722,moderate,wheat,11.709119237400175,reproductive,14.54625886677294
+18.571257182520966,73.26815121594261,14.009518026430811,2.350120658065556,high,sandy,49.38493718212138,12.927088672702732,good,maize,15.135606013512149,vegetative,16.992250429377894
+33.83569805642423,45.31387301511393,18.324676666264303,9.658515499263489,moderate,loamy,21.60249841740776,22.3548561489189,good,rice,6.59831245117843,reproductive,8.105880624135224
+34.22306955269103,35.35498509819504,0.2179094605068599,9.425421282280343,low,loamy,37.83587520280812,17.694192834759086,good,rice,10.969098226197126,reproductive,12.92669590834319
+31.46351289175137,34.72101941651387,17.402260822177308,7.459237685403572,moderate,clay,42.80283936231947,24.53366553963371,moderate,maize,14.757564180516104,vegetative,20.046752059933585
+34.15289831988966,55.56909290704343,4.372366625177182,2.7920931974524,moderate,loamy,20.60835421656581,26.44276265664521,good,rice,16.683842148196952,maturity,17.084088011876794
+36.1480359919433,86.7506645437629,9.118465474007504,3.6626711739955056,moderate,loamy,21.07262756411557,34.75984025977902,moderate,wheat,19.456970585509698,vegetative,23.59427120889296
+30.34010285593646,43.06374205482148,17.046956019052757,3.471276287004682,moderate,loamy,39.788980718154896,36.0069322649979,good,wheat,17.632911116548577,reproductive,18.782053929070663
+17.215117849241977,45.40449608049296,16.47824254913258,6.156627880809751,high,sandy,32.31506049164708,41.504901946563976,good,wheat,3.7060372789099354,seedling,4.033587135215986
+27.190695241680277,36.05332812635154,17.838549562521116,3.662430996015885,moderate,loamy,21.27883624802592,26.58260608474223,poor,maize,6.004957815474933,maturity,7.943898474302027
+16.941233366790126,66.33421643363582,18.80833585265052,7.566404492353586,moderate,clay,38.73047285805378,36.601062139274745,poor,maize,14.550490872108847,vegetative,16.5123313308841
+25.18857577581077,70.79237243683049,8.943139135435171,6.361839087755112,moderate,loamy,43.866725296623216,59.50586636246682,moderate,maize,4.39547371919511,vegetative,8.581133878673306
+25.17766222814069,68.5758724896456,13.12727621602014,2.141265416341244,low,loamy,15.576722823090494,20.531963794996106,moderate,maize,19.920593109511096,vegetative,23.1017817942926
+16.65024610350604,81.66781458268687,7.809568810522133,7.952457896285212,moderate,clay,6.0960260253883005,17.635290386505815,poor,maize,11.009899417697271,maturity,11.533432540939744
+23.72051334923698,59.1855501015643,7.014334349843317,3.510629893231588,low,sandy,17.336617992043895,52.128205113901394,good,maize,14.669516309292252,vegetative,19.9909649306168
+17.77495246978287,38.06742244602387,8.63190821195339,8.599080957445416,high,clay,35.35203376398671,30.518279947585995,moderate,wheat,3.812715805336495,reproductive,0.702832602397133
+35.20588025023055,47.36430784226476,14.86152269565352,4.840363496983832,high,loamy,46.18635132321085,52.34418428342861,poor,rice,10.317477898193392,vegetative,11.764063345692032
+38.69220064911177,69.7457984052811,10.028814942831056,4.708957439853092,low,sandy,43.83789679378376,31.23445053300535,moderate,maize,7.073205725853382,maturity,14.83180369375228
+16.807911881448465,66.78731842449359,16.281193488966842,2.0945386862256843,high,loamy,14.99767695173233,11.084243092322213,moderate,maize,4.782292981044107,vegetative,4.237427238293274
+38.877880182292536,61.86018778457775,14.904369543923115,9.901831863384135,moderate,loamy,44.64500749632531,28.7436518946636,moderate,maize,14.434176297415844,seedling,18.62361452006256
+28.06441498341863,70.97786512132123,0.4095692224879865,6.896034713374911,high,sandy,41.48292740684485,40.50653411168034,moderate,wheat,19.605758234531603,vegetative,25.0
+22.489141948846846,68.24345102239796,12.604763142123232,5.3818413294879255,moderate,loamy,38.04804275396109,32.3777381052404,moderate,maize,8.186786587006914,seedling,9.735028763512185
+16.921551881904087,82.8794933678971,8.731422466171821,2.7729712356907124,moderate,sandy,35.970209546347945,32.96714842791461,poor,rice,18.785715576765945,seedling,24.140871922666268
+27.515606701760447,65.1609826486978,9.132579783022832,7.593184513208135,moderate,sandy,41.31916212652413,59.9157971022621,good,rice,3.052920547722088,vegetative,9.474797801749467
+34.86288861226872,76.71608152203339,16.367461077397895,4.261843759935511,low,sandy,43.77782788497984,37.20635837411707,moderate,wheat,14.269082851191833,vegetative,22.18536940981438
+32.677161931667456,44.92242935798807,10.952159721693535,9.906246547004232,low,loamy,41.86001591786572,44.84698775924962,good,rice,12.021621330380576,vegetative,15.729155873916104
+16.255650286599344,70.69095507534408,17.712436469178943,9.604378873194584,low,loamy,10.483175406177908,46.048646079261616,good,rice,9.274595795731605,seedling,9.646823451477712
+16.822545884197588,84.13164710296054,14.256111847833807,7.882373430422309,low,loamy,37.49696461667688,10.008562768398765,moderate,wheat,10.098000855274243,vegetative,13.336134073021364
+25.07183206581593,53.14393967398999,11.056800175281056,9.768575442263751,low,sandy,42.85868993420841,37.62304890973485,moderate,maize,13.212499275818262,reproductive,19.04118677184326
+22.382262351198584,76.7462512403188,15.090759523022076,2.845070899630102,moderate,sandy,13.35677030369012,58.15281377840814,moderate,maize,12.486655277003718,vegetative,20.566256685411865
+20.8096080764012,73.48735807172612,0.766981018508146,4.239322884292362,moderate,loamy,14.620889494581943,47.54114114139095,good,rice,11.63903120701799,vegetative,14.73990597891136
+22.02511247271784,33.57157181230935,0.5416730965641547,4.025946310329433,high,sandy,40.36896385027208,27.02137102289348,moderate,rice,19.71085273243453,vegetative,24.266750658345345
+35.08706858242212,64.89049857744433,1.6669865384170413,2.57610126767442,moderate,loamy,20.47681400017521,28.22856052569657,moderate,rice,16.066471018905943,seedling,18.074104178008813
+38.23070134079634,37.81136095204814,8.751306502942853,9.777812783771648,high,sandy,22.98654522622865,25.180859889321077,moderate,wheat,6.034246691713265,reproductive,10.526463285554655
+25.12756736318916,88.03915033383547,4.709002912538862,2.479792693175151,moderate,sandy,21.97216748871378,41.5104135109116,moderate,maize,18.59561478589987,reproductive,25.0
+37.652775053312425,78.68445016203937,19.68522588831569,8.853511231954638,moderate,clay,14.5774625333697,14.86577448476588,moderate,wheat,11.371162384735465,seedling,13.172027757286164
+23.03739253119705,36.58342807482721,10.845802780227338,8.145291396614713,moderate,loamy,47.24574315256285,24.50002069014444,good,maize,3.2387865103906464,reproductive,3.462713432567455
+26.91092465859479,37.30511985886071,13.24831492162317,5.006936699771676,moderate,sandy,41.26369860874543,34.91072378627249,poor,wheat,16.361615805259188,vegetative,23.544432188864835
+20.650724945399997,65.66843129475714,5.576402724933933,2.150458901038392,low,sandy,16.27425981991933,36.76085351735336,moderate,wheat,8.997911060347256,reproductive,12.557985447346736
+31.0119010543961,50.693350450390994,6.435938171752175,2.048767239854956,moderate,clay,9.773922811814735,40.37038348256041,moderate,maize,19.981046036847665,reproductive,22.69446735344568
+39.47452787937022,32.094351544386555,6.709238282823118,3.631950725551386,moderate,clay,21.767458581363517,49.8612493025835,good,maize,12.245427451948569,reproductive,13.799448955533077
+30.087327401084465,62.49849046998319,13.974714103006011,5.951012640270345,high,loamy,23.68887915761705,18.161821340093123,good,rice,7.596061345406285,seedling,6.4277586609491175
+23.94535210283872,53.27070598115081,9.47412415378617,5.663279825481211,high,sandy,5.319146048212351,21.25076116356878,good,rice,15.783413373773298,maturity,16.977421147558395
+31.19543614976321,36.06458954230456,10.353673050601488,6.68234061251942,moderate,sandy,44.92184703566437,53.61564015523615,moderate,rice,7.728235358997383,reproductive,13.52061201652108
+18.07301696163469,78.11522353535895,11.840059643186908,8.175674477286098,moderate,clay,43.30777497914258,51.55794628292884,good,wheat,3.4201907010733947,seedling,1.9834997281626776
+37.21647700663497,84.90460591672836,15.37623312476434,5.018836918881646,high,sandy,43.257347957736776,51.07853623001438,moderate,wheat,4.6392144556085855,vegetative,10.003507931160318
+27.577098769495908,75.39563604084779,1.8073949702495629,3.282909564074539,high,clay,41.26114642983208,20.430788949068507,moderate,rice,14.172501841320182,vegetative,16.01802810409055
+26.23374355099105,79.34533860097665,15.537478244376432,8.400391334627392,high,sandy,37.99066661639814,12.912833616660194,moderate,maize,6.639495185977862,reproductive,9.43534529494226
+29.64661971133798,42.98943403596704,11.264701377503595,4.661525450649687,moderate,loamy,33.55343130981187,36.17074293927299,good,rice,7.042356896528626,vegetative,10.085108527162523
+30.619596569735062,45.81437705511606,13.381908897105143,4.295055182346806,low,clay,48.21301658144125,53.50213973977125,moderate,maize,5.531913503391452,seedling,8.727001286702576
+16.794395155662826,42.51165241795127,6.55103529681524,8.114496307433882,high,loamy,37.02784623181312,21.87584415886113,moderate,maize,7.358654134048837,reproductive,5.515164805837074
+32.06543053058506,75.90380588193383,8.187736736328983,9.473115504665156,low,loamy,33.36102900296851,55.21001505940267,poor,maize,15.918567924259932,vegetative,20.098870704045844
+21.04829200788824,86.87502473606983,4.6233163930784045,9.319690256086057,moderate,loamy,40.49712895521063,17.07662508780269,moderate,rice,11.733715303829094,reproductive,12.040544274419045
+32.848815812664746,73.01023240403416,19.585999948348103,3.0995394068574287,moderate,clay,16.081984612999058,24.90480999648227,good,rice,6.672253395717244,vegetative,8.694770047823981
+35.56336985960492,82.88800589277335,9.940059450206334,6.025265227754397,moderate,loamy,48.52154911936642,24.914411854809515,good,wheat,7.208517508064612,reproductive,8.785319446070268
+35.098962688813,68.32194569299035,19.92153831593196,2.7429622698253877,moderate,loamy,5.862288951368099,17.555008493593956,good,maize,9.429902969739826,vegetative,12.836907134689785
+28.812524185197223,53.25959403352795,9.795719561225326,9.687807671251198,high,sandy,34.178223672125355,53.63890864179229,moderate,wheat,19.93779652852648,vegetative,24.744292227651236
+28.00424730776878,55.54569689581831,4.395025287681347,3.721823087014715,moderate,loamy,8.469239019453054,30.62949713901187,poor,wheat,5.9567566537366,maturity,7.60899243213092
+18.57189903348529,34.51928593004429,10.149047934737132,3.5794365981261977,moderate,clay,43.39876558528714,19.53287257000457,moderate,wheat,16.64905843193327,seedling,16.852328436490975
+34.38365376007839,31.887431714761565,0.791911435981556,9.111085384051837,moderate,sandy,48.54380538541131,17.362212446888584,moderate,rice,17.716527056884694,vegetative,25.0
+21.785234511167857,71.72853625134465,18.095396028439023,9.74280444097572,high,loamy,23.38748284066279,31.045705140903674,moderate,rice,19.240011593021716,reproductive,18.563903921830875
+27.417385570448666,56.30573352067084,16.371005023888824,7.581058074362053,moderate,loamy,43.57241134724132,10.86441953565936,moderate,maize,13.28153634811856,reproductive,13.84312116220659
+22.106852323187915,63.13290408327777,14.516410413885694,2.968040269593799,moderate,loamy,20.10746050794877,16.052804704799982,poor,maize,4.701797359859144,vegetative,8.351006938858783
+18.345709074992328,63.45967485734498,12.1965343088492,5.886844884325391,moderate,loamy,12.17316625052076,10.184904275768927,good,maize,3.3938840885998656,reproductive,2.3323387186460125
+30.73894242229341,46.64254879999808,11.596684673407262,8.532840752492831,high,clay,17.449222696951807,11.219273311826209,good,wheat,10.52939604943344,vegetative,11.032950943894596
+16.358300870572595,58.55355064976944,19.934564281589257,6.5798174696659615,moderate,sandy,18.58288839605704,59.868686342400274,moderate,maize,8.962417676981001,reproductive,14.000959860565484
+33.716130853155,58.24561330006213,5.559948680398758,3.060758837826677,high,loamy,33.38006169193477,32.44446080111581,moderate,wheat,17.658308170892816,vegetative,20.207356771058294
+22.93966988152792,53.30563327367142,15.593687307311558,3.3751019960258226,moderate,clay,40.82666170133912,46.44623892592115,moderate,rice,13.149721945895305,seedling,16.572441057511806
+15.003367325112134,79.24052300406423,11.628095404273148,8.91313340667844,low,sandy,14.234744632867947,46.85403743412653,moderate,rice,17.334536452457094,vegetative,25.0
+27.778228480930743,57.06984022125575,19.517610875177706,6.216233309499867,low,sandy,8.969281823945888,54.02037379787918,good,rice,12.698117304248314,vegetative,19.77907636927105
+16.17129771319008,66.21867147035927,16.55606366596505,7.646694190133699,moderate,sandy,14.974332929119257,15.187289201430389,moderate,wheat,6.865758586396762,reproductive,9.762720846643337
+21.904238945522486,83.73120722284956,19.970502259791854,4.984500209864518,moderate,clay,18.3442020085482,36.283625093106615,moderate,maize,6.392848929187367,seedling,9.150903179206836
+32.6744121863929,81.97401737153535,11.766499889248928,6.259884663350732,moderate,sandy,17.591659699755127,26.085968038391595,moderate,rice,9.720098242914297,vegetative,16.594377308837785
+16.567240540546646,83.4253322267499,4.090879150898701,9.816825123101534,moderate,sandy,14.897770938277317,37.42411678416369,good,wheat,3.4981618818847986,vegetative,8.320021941453561
+35.98346230890006,46.20029978790084,10.073740713894676,4.637624295745105,moderate,clay,25.970009260192903,26.60597632777479,moderate,rice,11.454180087864014,reproductive,15.973255286942472
+15.095498066464575,32.09894929848377,14.222222681011491,7.398308220066196,high,sandy,43.51922801648519,19.18289738587593,good,maize,7.634205944710154,vegetative,9.202016767395678
+21.17059673004756,45.66400799371975,15.487207723631762,3.380044457561838,high,sandy,9.51568248233375,43.64136134956725,moderate,rice,3.7763738642871374,vegetative,8.557826313997781
+33.52260140380179,46.72244073724252,0.0101997803188713,2.9739190820826664,moderate,loamy,43.79135120950996,11.921447043291812,poor,rice,11.067903552688827,seedling,14.0704399231083
+22.90675374323267,84.56161960349809,10.10054177004588,8.269120890072237,high,loamy,27.36537939523021,54.7692763426931,moderate,rice,13.897096897941598,maturity,12.470561092270398
+17.547309701650338,68.95456397027823,4.704691599412931,8.752865679897326,moderate,clay,34.72106028561159,17.313272637424063,good,wheat,4.712303381681769,reproductive,2.463437891892794
+24.0058479700107,34.90223757613373,17.498236665095767,7.346493562795324,low,loamy,41.691520427161166,40.75721139657011,moderate,wheat,13.345600980836425,seedling,16.113798296519498
+21.75983215961314,38.12271576066607,3.058108881004571,3.2655667003558007,low,sandy,18.694712010790106,47.71023805472795,moderate,rice,19.02999918789347,seedling,22.41017633137755
+36.06779755401387,39.34056753251852,13.329124991496668,3.9247037251403087,moderate,clay,47.94055723436355,13.646373773644656,moderate,rice,9.401070592090978,vegetative,15.26556449999099
+22.83369793962858,67.82530489013538,5.321243806498497,9.289405664760892,moderate,clay,8.768131997821204,55.16472839847303,moderate,maize,19.68934834824505,seedling,21.102822631145823
+34.72331179440018,74.12484153042018,7.1308428642854444,4.3096323903980505,high,loamy,28.74499000500865,27.80885929930298,good,maize,16.29309292152771,reproductive,16.863991227206185
+37.29680362026836,81.57863463392377,18.81118521513689,8.55088412957694,high,clay,16.46615159593595,59.836321287047866,moderate,wheat,3.163481609652455,vegetative,4.946569418409426
+25.84543548941324,86.43819304837459,4.808962508161589,4.287498311283213,low,sandy,23.357583383053207,13.43909602233918,moderate,maize,19.06797268854803,reproductive,23.712633556077893
+37.7485785963598,42.102273443186505,1.9000552364586127,9.515700554587475,moderate,loamy,25.198885771905232,45.838669726311096,moderate,maize,11.670016265528831,reproductive,17.11912216191903
+24.432951349079826,48.58634908344294,1.3856980288845169,9.315623302696023,moderate,loamy,46.15302754035285,18.03572218354882,moderate,wheat,13.209581763921353,vegetative,16.45783646911302
+39.10196041225271,44.41937284468984,10.092302201989243,2.346105389030304,high,clay,24.871168563836573,30.13463053667816,moderate,wheat,13.356774808185335,seedling,16.462137120851583
+17.232238113139324,51.525694047968265,12.83422964568576,8.16331189493927,low,loamy,36.40765414043545,32.16062343262002,moderate,wheat,9.649611301807884,seedling,10.073825702437372
+32.17548166258106,84.87990644542496,6.545872871417744,3.3556940818752565,moderate,clay,47.829342763888775,30.30774228593742,moderate,maize,10.550107316084969,seedling,13.079467962504728
+27.34535101142322,64.5067540163617,13.805194835861617,3.722173007251052,high,loamy,27.2539661563699,26.87865366138413,moderate,maize,11.818660585909996,vegetative,13.05533663867429
+24.691220136391177,74.29151383946994,1.220674371464756,5.678761698651806,high,clay,23.37394679696707,48.36047603705575,poor,wheat,19.4153672752154,seedling,19.661378935759288
+30.817796968715022,59.40715416760692,17.146692898457538,6.6105451979956005,moderate,sandy,48.78357995083689,50.99447645587602,good,maize,6.713687873349323,vegetative,11.438324443678804
+32.59642729085828,31.731474800167472,16.331344194784755,4.606397751763936,low,loamy,42.245435973274,26.78070917191421,poor,rice,18.548357093720355,reproductive,20.953661805089496
+15.109081741257729,33.85172915986886,19.70992542784171,6.603066924433674,moderate,loamy,47.2897808705572,34.13224557718351,good,maize,19.58951821550779,seedling,18.755532047427533
+19.173827218679968,62.27538187607315,18.73009961803691,3.3652669707290928,high,loamy,22.87513520313401,31.0878998815139,poor,rice,10.222481527665105,vegetative,10.803448561895
+32.826151265857966,73.12734208920153,7.123943278378562,2.1787012350482966,moderate,clay,36.33459757516958,39.67584326382651,good,wheat,7.202118753727095,vegetative,11.722674777268963
+31.65963533945516,42.91983165172389,7.985507680311543,6.569795106894105,high,loamy,16.23247584092885,17.513301262798137,moderate,maize,10.851446626115218,reproductive,10.817233229249965
+39.15118762821693,73.31457443953823,14.91929694956519,6.139322079698551,moderate,loamy,43.96199039916525,50.28424705568433,moderate,maize,4.726836210979389,vegetative,10.03100895990274
+34.025944756269574,78.63994640901075,2.681655439099664,7.517231712607399,moderate,sandy,46.98856299523617,49.85063590652659,poor,wheat,16.96416156684878,reproductive,24.43687674082578
+38.769317693283455,54.71384870172668,6.2802942048966965,7.198576495742596,moderate,loamy,17.05399041779681,39.520657928904505,moderate,rice,8.350386263504241,seedling,11.929631712389874
+32.563512538370176,74.78515397064629,2.3708187395129654,9.179891041871644,moderate,sandy,9.721958327535884,47.30721139680716,moderate,rice,8.172127974266031,reproductive,11.194888054445382
+22.45130521598608,54.24179701970759,9.097728981456628,5.675748961292367,moderate,sandy,14.033063564381592,59.425258395120544,moderate,wheat,14.447817575393552,reproductive,21.17852962927284
+17.634123056271413,70.7010377673012,11.040085597706351,2.066955797543536,moderate,sandy,33.47744587624397,56.12540040115259,moderate,maize,12.542148998102682,seedling,17.71443009165503
+34.54559658362339,75.83982295917258,4.223209399255048,7.0452214527748325,high,clay,17.24824791936763,40.57244744329076,poor,rice,12.958186588319036,maturity,14.942773499556347
+31.1037305368979,89.51559709848665,0.5326337382821,7.401059436825747,low,sandy,33.73748757772274,35.57007118803237,moderate,rice,11.236635421222402,reproductive,17.796427240784432
+16.204650309832406,50.723799723815766,14.38711663501046,6.171959915167758,moderate,sandy,20.75849156792647,36.72635307011196,moderate,rice,10.6612708862339,maturity,14.679799606109036
+24.00126164752446,54.66244683447669,0.4001032885233702,7.514438961929725,moderate,loamy,46.25759492144663,33.33072517142238,poor,rice,8.367254690334228,vegetative,10.748997127626756
+38.91999538710715,39.93720356461028,19.468052178567124,4.588670505889222,moderate,clay,25.3668957789916,34.011298879226224,good,maize,7.807217961208519,maturity,10.786058252235078
+27.51002864275503,42.24438350410841,4.432145134847909,3.190466425528633,high,loamy,27.392987882859483,46.60185053672526,good,rice,19.89604699590037,vegetative,19.021291542383047
+25.81822840049261,71.60370015590266,13.27800184232582,7.316429311651253,moderate,sandy,20.662923346029544,59.60608154174375,moderate,wheat,9.849738000218288,seedling,13.285448193777786
+26.44249012898235,85.02273540926856,8.695034524799784,3.9614914337242295,moderate,sandy,8.28670271723476,12.265714862485927,moderate,wheat,11.618526788726989,reproductive,16.404701318097377
+20.222068100129093,53.67629709967443,1.193477206742144,5.650527274273639,moderate,sandy,27.213630220034347,21.509406097672475,moderate,rice,9.751282702085538,reproductive,15.274207508377092
+24.21767927161988,40.79066681013248,9.443672132689349,5.932981844893189,moderate,clay,39.846400354793325,20.51038184265503,poor,rice,15.346774548870853,maturity,16.680678578025674
+24.24533139967941,47.10596996297964,10.335212685935993,5.817596403747108,low,clay,47.88566387851131,51.64280900438255,moderate,maize,5.955071197921505,vegetative,9.300438624032704
+16.30887550468681,57.30310228848832,17.09366416185737,6.787593149439647,high,clay,8.44590277784884,30.98619253296613,moderate,maize,3.884797106824971,reproductive,5.495948022525441
+34.189190712947955,47.4390197619221,14.646981392957958,2.235629671406871,low,clay,40.8828886880816,36.2566133560807,moderate,maize,19.55866747077188,maturity,23.43189229997796
+25.412610797596976,44.01474498731197,1.5860494950677273,9.917459959440706,moderate,loamy,17.017765225798072,33.4576167646176,good,rice,12.105472724589402,reproductive,13.15569929866152
+35.554497170410585,74.15906932542478,4.1832536686453015,7.73048379150857,moderate,sandy,42.02677329183861,52.68406434408119,moderate,wheat,12.36075157937406,reproductive,19.65585829017463
+36.258700027997385,30.470695274437396,6.237753684298955,5.4031022543901015,low,clay,20.390610653014747,34.98599005437546,poor,rice,10.936967389506446,reproductive,14.862931956658477
+20.29985136746645,62.353831640188986,2.3281537292963894,3.5306402423219545,low,sandy,10.14949579264784,43.39229958245229,moderate,rice,3.848144853757352,reproductive,7.136122615886303
+31.43383705425321,77.62600842178523,9.137981418289812,2.6414185795468503,low,sandy,32.54086493693137,10.974175936009042,good,maize,14.50355620242182,vegetative,19.165420775691093
+26.807045104074543,45.97369717904809,19.68618381725071,7.377523365008975,low,sandy,45.22569755239286,42.62272222835576,poor,wheat,12.619587926706387,seedling,17.689601556101053
+37.003918448037126,66.19749063672104,10.292255824755232,4.535644919668466,high,clay,13.1714967390942,22.04758574754831,moderate,rice,5.4242441618180095,maturity,6.181611203256351
+20.393516979411352,70.13400633711706,14.837643366463386,3.835827665998944,high,clay,5.981225281303709,53.343430295670856,good,rice,11.900058689087896,reproductive,11.844781149157155
+31.945330007751107,69.3014817843054,13.658755953986924,5.039635096898667,low,loamy,44.77287790344791,47.57770942773279,good,rice,6.9712500313994425,vegetative,9.858364942857296
+30.193803056318064,56.75097805192306,16.99822870184276,6.743384702461681,low,loamy,36.40233278189516,15.464344985605512,good,rice,13.881259754164898,reproductive,16.581497357133294
+22.382536939295814,50.79467927254675,4.31446980931219,7.3736417334720095,high,clay,41.39132784732512,15.173580179433609,good,maize,14.354226023199685,vegetative,14.9634263190854
+18.415022591279318,80.15544438166881,15.076525233860565,7.161360554836241,low,sandy,7.692700824484,24.64991436832862,poor,wheat,8.042822743978004,vegetative,14.91155861757182
+31.290994011931915,75.50675741999186,17.62710480611499,8.906124667935789,high,loamy,45.070487272494,16.288179756315255,poor,maize,4.599736434639775,vegetative,4.027041505776618
+33.46493645330827,49.27531040483476,3.430196459604855,3.750059448560922,low,loamy,23.86202156608338,47.01639511112136,poor,wheat,16.56457678712203,seedling,21.786858839829367
+22.89068359408375,36.181151666532365,6.936044395760074,7.093969305577084,moderate,loamy,45.39277251223149,59.34082485620673,poor,wheat,13.819705014393572,maturity,14.991671279037009
+31.120815100557845,34.30845272672815,19.40203528663123,2.8089150094887527,moderate,sandy,7.921612292157812,42.762836632510286,poor,wheat,13.27134316719127,maturity,20.15228079616858
+24.87827269028758,35.65655867393616,15.61575691959585,6.383477519193423,low,loamy,44.816347157415926,22.452334773313385,good,rice,13.166422250879384,reproductive,12.218570740602996
+32.830172082065445,64.97216167152257,5.651816650750647,6.67166721991737,low,loamy,35.30194426480146,38.21361958602962,good,wheat,15.227160175326487,seedling,18.021104492515672
+19.980381872351327,33.099730549739384,11.27883539288974,3.729898391473389,moderate,loamy,29.94208277548709,50.28245643045649,moderate,rice,6.882894574281836,seedling,6.986376957461141
+37.25537506590436,50.2156124978423,8.086522456989576,5.133545039929895,moderate,loamy,7.780137099604781,58.11037222441045,good,rice,9.914760543441677,reproductive,10.653107859739617
+22.18523991163949,75.19198211485376,9.799303526542598,8.617543116670419,moderate,loamy,35.97878882131887,10.253586882487006,moderate,maize,6.7657720076773895,reproductive,7.772981280509529
+24.194649693903823,47.66088999092268,7.10332382781417,3.1872724300237074,low,clay,31.89983777077372,36.18451456759967,poor,rice,4.209360823330502,seedling,5.763672488087677
+16.452298802008745,75.79848463080779,5.586620370606812,5.476049580926722,moderate,loamy,37.68300144666589,32.66071394721165,moderate,maize,18.413795041886672,vegetative,20.967356182925364
+17.78780530803191,74.72802229242332,13.495260827828377,9.461864569691617,moderate,loamy,37.25225638703043,30.72463631625954,moderate,wheat,3.792723167243567,reproductive,5.20077174096188
+27.8965475678082,44.74962795799298,15.57083630172235,6.032871421596807,moderate,loamy,24.96804454162804,35.19188531621027,poor,maize,3.783568063516882,seedling,5.050901963810505
+21.689816918199288,73.72933080556473,17.479142454946896,7.801069694666296,low,loamy,14.210654780873702,30.175301090882584,good,rice,8.47428458488264,seedling,8.733071456241673
+35.88700564355486,74.86659829632605,3.106599346363761,8.614928316444407,moderate,clay,46.3535743785382,27.20077512139031,moderate,rice,8.419117562603226,maturity,12.976033869467912
+15.367334716373849,53.847235540021614,16.457110472904812,3.63019499876394,moderate,sandy,46.65153140094333,15.740388066235774,moderate,maize,3.67512744216958,vegetative,8.60526887486878
+24.477351216798404,42.62522902449109,5.09601648954127,3.745737884263459,high,sandy,14.536908519361724,34.992280138969065,good,maize,16.045267731270318,vegetative,19.46005402850173
+23.43363866922732,61.27624841351215,8.546727798201012,8.068731648787068,moderate,loamy,33.37939921089197,51.05257076207943,good,maize,4.994972130132124,seedling,6.074413917956065
+15.483190772940024,85.28385528001178,18.028873716984933,8.026453905411207,low,clay,14.129174117267512,15.236616574729076,moderate,maize,4.502999839150283,seedling,3.483610040682696
+18.10920997501276,68.37700394592372,9.09007201965204,2.4814665651169525,low,clay,43.75510303157258,46.924567997685365,poor,rice,4.484946433427464,vegetative,6.316346777653857
+25.34106687296588,40.37534985763567,3.941270680886324,4.579985925559715,low,clay,9.41959929862188,23.38830592521432,moderate,maize,13.953393775357313,reproductive,16.619531157980983
+27.321614611186163,70.9654154840112,3.197373104742356,5.188259935267504,low,sandy,49.55888212020163,29.0621657987619,moderate,rice,5.87670589159937,reproductive,10.557525635341404
+25.107243681371727,55.63218163691008,9.459675333042677,8.63232322776923,low,clay,32.48878612712795,59.40423514162571,good,rice,12.833401615237468,vegetative,15.50718619952042
+28.273441960302343,65.49172784132239,15.253448479531082,5.3748980434379,low,loamy,6.031066016218092,43.76057114080968,good,wheat,6.415501624532551,reproductive,7.502231163669731
+29.87829187264204,74.04384210138647,19.944102879486024,9.407431123225953,low,sandy,44.68564988725057,45.95561598541494,poor,wheat,17.22117383255165,vegetative,22.79641815826424
+15.24809552819589,60.89684109086669,15.748172568618038,9.97286221712512,low,loamy,35.80061886024629,40.11954680872685,good,wheat,6.180035013119337,reproductive,7.338191747567597
+26.6023789863376,78.83903847439852,17.54023917885707,8.245809325554797,moderate,loamy,36.379505519756805,26.118174852136782,moderate,maize,10.30664739150816,maturity,12.072714954172694
+39.087481022189706,73.32933475899767,14.95664721869776,7.3310935165380595,low,clay,17.37645401159254,43.75579416531656,good,wheat,12.391102928664436,vegetative,15.996768163802129
+27.97580700323872,66.90440040111065,17.90870201512212,5.135177327896982,low,clay,20.15583605364079,32.863416112231675,poor,rice,17.96329502459161,vegetative,21.90099670454521
+31.93855668647383,39.04756894994109,1.525870866278265,2.536315568416267,moderate,loamy,46.14878053898634,51.60414014376739,moderate,maize,6.656897167988558,seedling,10.014422614479605
+22.79659644792208,80.1569466546941,18.59863197963291,6.585110051169044,low,clay,33.57310917478911,38.55285799777256,moderate,wheat,13.547855296262124,reproductive,15.781137868678009
+34.34978445381906,86.15433511918897,7.928123074513122,4.893639244351927,low,clay,5.762936184190416,48.56180005485218,good,maize,3.530101463067922,vegetative,3.6808731921174807
+34.32303704690288,38.21790742855769,18.43228446560889,4.8071846066587485,low,loamy,19.73331546835808,52.425405404966,moderate,wheat,16.180291860256517,reproductive,20.03251806136347
+28.032401191353472,59.29446776600584,1.514656749189511,7.501674021675485,moderate,loamy,31.934445342537607,51.055982018205846,good,rice,11.9607305025844,vegetative,13.400310338499027
+39.40034558198034,45.53332451823027,14.304859142422718,5.709114868773086,high,clay,11.660293500647835,30.105363285904705,good,maize,19.06585926066699,seedling,18.51916731570394
+18.13875536906633,75.27139844553388,14.71377497340409,8.0167507581716,low,loamy,9.423099488641574,28.4378287913566,poor,wheat,16.181369827257882,seedling,16.16375756163341
+15.423691622239526,73.29777816028201,19.93821778595545,5.185385781483033,moderate,clay,7.672318958891832,53.45337772621204,good,rice,9.813547245871868,reproductive,8.564393577096837
+34.253955293927405,38.45310723422392,15.377105413796276,3.206907083892501,moderate,sandy,33.37608824382117,17.155007932013408,poor,wheat,10.068297929378389,maturity,15.748313347664263
+35.178888434122065,82.62163627569822,7.651474116312134,5.690780209521972,moderate,sandy,19.42688415773818,23.97018902009184,moderate,maize,3.1103418443109847,maturity,8.572400869387577
+18.005180728014405,40.85838383868014,11.144971032370908,9.608100114602903,high,sandy,21.81553950940133,16.050476883671063,good,rice,17.24733874790586,maturity,16.47220045633785
+21.63957082396515,77.83554153888645,7.331018763331805,8.412197032932466,high,sandy,7.701816707379754,12.104566408679398,moderate,rice,16.691971486537998,reproductive,19.083789657461782
+15.438809084165722,57.41882157768029,3.9203729060971626,3.6459940405869338,low,clay,38.21084710629947,40.79305286175142,good,wheat,12.66539803741583,vegetative,14.593671717356182
+22.33271526951412,49.69633761348908,4.970046550045471,5.130404013159541,moderate,sandy,39.50405542634877,55.03902723035843,moderate,maize,9.38221239800355,vegetative,16.023189594527654
+34.32854684796679,39.49435576045281,4.440210685486418,9.422336761764305,moderate,loamy,42.3245999919167,16.470800325984435,moderate,wheat,16.683885653846765,reproductive,19.14061585692548
+27.949013192814476,40.05685536879776,10.97630660326426,2.989592469812532,high,loamy,34.324850595272736,49.78545127867435,good,wheat,13.374582370114869,vegetative,13.319823761738077
+23.702389829207203,69.71343328205401,18.123212690637867,4.031601934919488,high,clay,39.79798578039565,28.966995504024062,moderate,rice,6.227138874477857,seedling,3.198785497994097
+24.293482372658257,63.02582327682723,18.254532521767956,4.097781166975171,low,clay,30.975188489065783,40.90694575717224,good,rice,7.119146692883572,seedling,7.910327187586662
+15.033840642886704,37.32512529907396,1.0952755505165102,6.567463005295868,low,clay,27.123667729064948,48.18708636760122,moderate,maize,13.296441389932856,vegetative,16.685218285508316
+22.495013189130898,36.76187162629951,1.5979880190378704,5.285866557690582,moderate,loamy,16.691564344816694,45.503980703393765,moderate,maize,14.527022806327158,seedling,15.984965654255523
+31.161468540948263,34.33863448636749,4.902381143446871,2.638965391970399,moderate,loamy,7.401988824788767,16.835197600044136,moderate,maize,4.925724966558921,vegetative,8.01218615012823
+39.35486109540893,74.62604084241265,5.1011890493894985,7.033451636616685,moderate,clay,18.131988498274676,15.769290356712448,poor,rice,17.27485729415664,reproductive,20.25707780444452
+36.17652067459749,72.71292511375735,1.8977835047850224,2.7926229161612017,moderate,clay,35.763179593573426,56.20966856500576,good,rice,11.557900866656832,seedling,12.367622506273191
+15.589874116138228,33.50585945127451,7.76926682346881,6.851319455832625,low,loamy,46.70757140045193,13.97355750170732,moderate,maize,6.397583646726269,seedling,8.955380308416213
+37.46401511687098,63.616204535818376,11.754507853825745,6.056067041808206,high,clay,16.5296176760179,20.919984615646616,poor,maize,12.612808328618415,vegetative,16.840565884009106
+34.579960332465646,35.080569314561394,11.563244011989273,5.9493492858025006,high,loamy,35.14321161558106,31.91737179711567,good,wheat,17.896833585341177,seedling,16.701556424646288
+34.509403089274514,84.2247462365365,10.868593625171854,2.5399699623938385,moderate,loamy,26.52100909972962,51.05055503941982,good,wheat,3.9367723825635728,vegetative,7.776845510488345
+26.44989397508929,84.42704515080794,6.773438497749944,7.113763575068287,moderate,loamy,33.2396788082309,40.13129784659323,good,wheat,6.756741470773992,reproductive,5.940652857908908
+24.95013232386257,71.89397938878781,14.129113706331612,5.450562068714646,moderate,clay,5.072982930669849,38.55916880767942,moderate,rice,12.574971376481283,vegetative,17.619081750708148
+22.572893220829812,85.571335286367,16.529678819621427,5.288848978285492,low,loamy,10.519390269425172,44.59774204878588,good,maize,3.031455883664882,reproductive,3.1143746002758044
+16.642371473859143,78.68718182482144,6.925485329548168,6.771611171348294,low,clay,14.765950572087435,50.10792694929315,moderate,rice,6.056180383719791,seedling,9.010153130240514
+20.70588408734248,79.71231455562295,1.7107071859892398,6.849984479572379,low,loamy,45.205303720877566,21.626124185338465,moderate,rice,7.024265390488607,vegetative,9.593967453801092
+21.165090874450616,64.182471034196,5.92660502183713,2.120266366095908,high,loamy,6.8237443973966005,10.945069148790171,moderate,wheat,18.029385771318463,vegetative,20.749234605910512
+27.10192674275504,48.36355189297055,2.7473730914980554,3.001807209625653,moderate,sandy,30.63352382064848,16.359858759997838,moderate,maize,11.911539491517384,vegetative,20.60073994569472
+33.68611016491735,43.0679469069853,9.347174544543616,3.892145766757765,low,sandy,46.7887692574676,18.25819817529438,good,wheat,13.747122079990978,seedling,17.717200226727677
+26.845245709948664,49.63200132233575,3.1187030263215654,7.423818666767833,moderate,clay,34.343146304207764,12.001151910721228,good,wheat,3.0522134556766254,seedling,2.367157942931142
+16.446111236179014,67.70972580534372,9.256895153159546,6.61392901623686,low,sandy,26.798185505444927,47.375901827522426,good,wheat,9.574465790423796,seedling,12.792128539639757
+38.9447450247051,40.359392149943936,4.420057846492956,8.06103305907803,low,loamy,22.369630078538076,54.24623411203316,moderate,wheat,10.602009582705364,seedling,13.098856586724416
+38.56810797735281,45.5184141982393,14.77462210924806,7.924862444350856,moderate,loamy,33.088783182060084,45.53249292769433,moderate,wheat,17.261102548943285,seedling,20.308520293286406
+34.62973857871021,58.083651767727865,0.5513648167169127,8.825462953649206,moderate,clay,26.617331775577107,19.431161172249517,poor,maize,6.309288190806913,vegetative,10.37210322272865
+39.78319753910552,43.98300591147694,11.094926076638512,5.014518890179311,moderate,clay,36.743537428832056,40.32224021303997,poor,rice,4.109561414907278,vegetative,11.549544998676687
+28.61205832000657,65.3186201829637,3.389765498401134,4.760510929466422,moderate,clay,32.79985611488246,36.030183924730814,moderate,rice,17.02234387332573,vegetative,21.277197093546345
+39.06920875633016,85.39056170737979,0.0198372893925413,8.648123224427707,moderate,sandy,30.533390531778128,50.99817186123252,good,maize,6.604898222715009,seedling,11.501428229115229
+16.89012601541877,74.88536194218759,17.38400176129614,3.900812270937476,moderate,loamy,48.056467011135325,57.11493700456448,good,wheat,14.744116950045964,vegetative,16.18153798141381
+24.142018706534284,69.98559684893479,13.430555756281352,5.689378989388856,moderate,clay,42.60613667956303,47.14674248058798,poor,wheat,4.556152326354999,maturity,5.50034640775781
+20.634531700169145,64.96328855902672,1.978856441010468,3.5546052161779977,moderate,loamy,32.3986073390781,35.62693089482423,moderate,wheat,14.432707411531316,reproductive,16.43804960423636
+19.89582710335675,59.276874555423895,13.281447353677112,9.310725937113707,moderate,loamy,29.2392602767134,35.552412919272165,moderate,wheat,10.195316635456969,vegetative,14.513359190579305
+18.5200737223169,41.19383157807958,12.23294665475197,5.262424104773003,moderate,loamy,37.57746857178849,50.3893433539947,moderate,maize,18.7764681321723,vegetative,21.589379098654057
+30.56034103914992,83.68262732561193,9.467133740864067,3.6998951858466262,moderate,sandy,41.17619934367945,16.125717620192656,moderate,rice,6.407133549957205,reproductive,11.71261023586692
+34.533046393682625,44.91216012077018,8.38516196851228,7.536107124551296,low,loamy,18.285668894121123,17.665688131753043,moderate,wheat,4.1412333639278245,seedling,8.192238641564574
+29.45745998550902,35.478532654689644,17.741395258314697,3.957157425683829,low,loamy,35.01262323119397,27.17563721341572,good,wheat,12.069919290481804,seedling,11.982117775284795
+18.674067739705244,75.00091075372171,4.902960397949025,9.548028825361786,moderate,loamy,11.081949832767478,47.356949825919074,poor,wheat,18.599352295604035,reproductive,19.54896693532831
+35.27809424833677,40.53693205986998,7.966201140267666,4.940936118475292,moderate,sandy,24.37030957912563,13.298833808407649,moderate,rice,6.460018940630178,reproductive,13.403264785182817
+30.89886767909321,52.31375997247056,6.582308257896545,7.317125696814696,moderate,sandy,47.22964333996022,27.21618279094447,moderate,maize,17.192581052586842,vegetative,23.73748085550025
+24.704142653174888,31.697095697458785,15.424020580732671,4.761959449259307,high,loamy,19.68347102791092,25.927022812316324,good,rice,8.769243728899134,reproductive,7.54867218206114
+31.853257388401573,38.22407655242689,18.32930612465079,8.45796466394779,moderate,clay,11.940575398082997,34.286880475752056,moderate,rice,4.683176747728426,reproductive,6.947248908004605
+21.497624481070822,40.39221784559473,16.99563397480461,9.175381928182206,high,clay,11.576563582734533,33.185825479540085,moderate,rice,13.026924430864952,reproductive,12.061732315055488
+23.629805212355265,33.26460766501068,15.95407860599537,8.30334687531829,moderate,clay,22.717785655410644,45.72025938645903,moderate,wheat,11.873016005919244,maturity,13.204057301471687
+37.93714607829976,69.39941739737071,19.73579891140166,8.787992149820159,low,clay,15.132934195654554,41.27805374856851,moderate,wheat,17.2526556215268,vegetative,21.009440321952727
+22.26261264178551,80.22046774818703,13.942891008207702,2.815046623501088,high,sandy,24.211436179352177,55.13849921433777,good,rice,4.74989563225629,seedling,3.447580650055724
+26.749706703948416,52.39892438195646,15.021075824270676,9.392517416264532,high,clay,37.349856674874616,19.032821709574268,moderate,maize,13.969261873796556,vegetative,15.159580811759083
+37.25352843490037,82.47458860309204,19.65605079410038,6.994405831002243,moderate,sandy,44.96718944000165,31.60404725781765,moderate,rice,13.547152931651055,reproductive,19.85648062562012
+32.69303375668819,42.80079447360759,0.1398157079834816,8.953740257329597,low,clay,9.95749391500818,30.00478044520009,good,rice,19.913830223257,vegetative,22.27127986395148
+16.555080654117567,49.52342541367437,12.6809675287273,7.4754941134833235,low,loamy,39.578371224388974,15.625924680113393,moderate,wheat,8.576953910039897,vegetative,11.283180588573822
+18.68257610697426,39.0442195818701,14.779430639065792,3.614781348349683,high,clay,9.656612804443451,18.241381748235987,moderate,rice,3.7580960683302473,reproductive,1.855876127423444
+15.19603976929792,67.23355172513992,18.356541075143895,6.876440813165412,low,loamy,22.07454225338031,26.831530386531465,poor,rice,9.990830254156617,reproductive,10.974157683831232
+30.773044755729085,55.19217545221841,17.676886083686856,2.727569917785128,moderate,sandy,49.84466325158083,46.74011630196934,good,wheat,10.895365381213034,seedling,16.655522299730926
+26.19183563526046,66.79700081051392,16.839213624675885,7.565784241745269,moderate,loamy,8.09049818998005,17.508061555595823,good,wheat,9.272185230021323,vegetative,12.285361343103398
+18.356871272556887,75.70049432365101,18.91582543883408,5.272009128644582,low,clay,6.029646495285422,23.26592036250795,good,wheat,13.717929780158062,vegetative,15.03502937630218
+38.94835302641926,62.742180961976906,10.74758375827415,3.213865384801672,moderate,clay,20.014190004689667,43.82101640682429,poor,maize,7.519374458424694,vegetative,13.195398302978845
+28.241493098640497,67.65782129410726,0.1384019116965351,9.833838526947313,moderate,loamy,47.80043731141898,39.832701691109406,good,wheat,6.113405308733785,reproductive,7.939930414316189
+21.04733235282223,86.11501886365997,0.2210879739401905,9.20867539368545,moderate,clay,5.901727754467172,15.21969312975742,moderate,maize,10.697064664577606,seedling,12.941275284138092
+27.51508927886769,47.94385857653059,10.89278111235716,9.14834970722603,moderate,clay,15.022018095211278,57.18525217594135,good,maize,15.358344426142745,vegetative,19.255238984336835
+31.990508318377696,51.54983631803719,8.705444777278826,8.310562450818022,high,sandy,32.14230760954413,17.40144629084559,moderate,rice,18.154966141522472,vegetative,24.07935118308561
+16.90598044933911,73.06220170256022,9.02490106730897,7.535849001148141,moderate,sandy,15.518900498083442,13.070359926151482,poor,rice,14.282955909842864,vegetative,22.025595011732804
+21.8675953761973,66.67833102332321,8.00809474420074,7.240635842337961,moderate,loamy,7.421342621659307,25.21267117110619,good,wheat,9.41510240793937,reproductive,9.07957773804188
+35.17413727209984,40.71197427238289,18.354516181824717,2.848750701630842,moderate,loamy,7.360011687418976,11.32337735842789,poor,wheat,15.6926720226454,seedling,20.24854302861396
+26.49162176006653,52.56883860062941,7.183407023395798,9.204529882547632,low,sandy,30.162170455111838,11.536189488828594,moderate,rice,6.210543626366727,seedling,12.04310366218519
+28.66442855080737,58.0702807874829,17.124538835261664,9.049027170436885,high,clay,30.285225934969347,38.93660977606196,moderate,wheat,15.783986620471948,vegetative,17.41749772450705
+25.82040005523673,55.16339027810336,18.057295875832818,7.982821012198827,moderate,sandy,36.79132176871735,54.647538343045625,good,wheat,11.175234530641792,vegetative,14.976035036694746
+16.097498566075128,40.69648849932245,9.990035399979096,9.41851967260098,moderate,sandy,10.92835092180636,30.127219743891427,good,wheat,7.6037163267361505,maturity,10.510046246007285
+19.1437444955039,85.46580550705573,8.938760747301766,6.424667611183936,moderate,clay,27.49332618234058,25.10712429648391,good,maize,14.768419562065374,seedling,12.708243399425942
+26.13854096854727,75.73912570163856,15.220412084308936,5.581138677740443,moderate,loamy,32.04271256693873,55.73136273001446,poor,wheat,10.079047516541586,vegetative,14.15151364920183
+20.2296366351982,58.88134992647113,14.159430152797649,9.743579217330227,low,sandy,15.0069136266872,13.073065053864326,good,maize,13.541074545397665,reproductive,15.501943820041296
+16.24947571649197,70.8036616984102,6.570702331924119,5.713049502381248,high,loamy,29.63042022935883,33.66562904895588,moderate,wheat,14.282341961176726,maturity,14.00059847423642
+36.09124160129559,83.83696032813131,2.0509625184929314,7.1305955285372615,low,sandy,36.87072538758844,22.630117057684444,moderate,maize,9.684536286689518,maturity,14.124519008445832
+39.5298132291029,38.17044854169427,5.297048003649607,4.984497174867512,moderate,loamy,49.58782831237942,29.085557435179627,moderate,rice,19.761633738151723,vegetative,25.0
+34.82857184991849,45.02238304241866,2.62057011624598,7.090609808157823,moderate,loamy,31.839021724139545,30.539696082376523,good,maize,10.769639666741334,vegetative,14.572400804287916
+36.34462304261668,62.562074835398704,5.894645515533828,7.760791965005501,moderate,clay,43.753585861621545,37.25688104505025,poor,wheat,19.72980847281283,maturity,21.01513254330795
+21.04942825792613,77.94062228114151,5.236431311615981,6.997244202308403,high,loamy,42.515273726535874,32.66254780775358,good,wheat,6.998507654317567,maturity,5.595475970563872
+39.01567438782999,32.175293726491645,12.754228477734271,6.116503529729582,moderate,sandy,47.31201039399394,59.40247147047326,good,wheat,5.838332296583491,seedling,9.308939942765027
+19.92314261133571,89.04108901178162,19.089920569095597,4.400886381001863,moderate,sandy,37.53750186448513,11.275559512444383,moderate,rice,13.724442243210309,vegetative,20.41205039039827
+38.78574525904581,57.29439617294383,13.714874646609672,7.150765409089787,moderate,sandy,14.589518602599508,47.88294340811717,good,wheat,12.299836142612245,reproductive,16.286613079016963
+39.87048234914877,51.55386843730338,18.532988161291392,9.267431162090904,high,clay,18.41410074470696,12.54976541080802,poor,wheat,12.18542495826608,vegetative,17.921739777497198
+32.79307014365122,47.56346627038632,15.682645172168868,2.055300729357339,moderate,sandy,40.31082336175663,31.5535148080049,poor,maize,19.915474173628983,vegetative,25.0
+39.52859329479555,40.46140245905229,14.557552441423464,3.071432219437523,moderate,clay,28.43702362203058,20.09234237122304,moderate,rice,3.018160839609949,vegetative,6.406692439322471
+29.23849448917759,77.49443453580167,8.281238804266827,2.9581852679988456,high,sandy,16.308889113046938,57.26511502708115,moderate,rice,10.709680273656886,reproductive,13.674736401705086
+21.48854457940226,87.3248498847658,6.495890057267372,9.385642423142832,low,sandy,34.55016528882464,46.12451963952093,poor,rice,8.217657054180235,seedling,11.498796057570669
+25.92489714164052,54.81868529072389,16.925547449458385,7.301981511700918,low,loamy,45.79411556226712,33.14235811641175,moderate,wheat,10.274933976135983,vegetative,15.773088439017208
+29.839023384469648,87.14524168520737,18.107864658580105,9.614304851761204,high,loamy,21.096043644365125,57.61210586865161,moderate,maize,18.948723942546785,reproductive,19.37742714295903
+16.827039050675374,79.42785692610205,9.03764987301864,6.662506185699426,high,sandy,31.83101887988496,46.064731013295976,poor,rice,16.744997457121897,reproductive,18.2057092854384
+30.55858161543115,58.8630676485791,0.1812619637328882,5.69386317727403,moderate,loamy,31.16752388966755,57.59701894714147,moderate,rice,6.428138435719863,maturity,9.313578437898526
+39.529445919057366,70.44157074756797,15.850621178129408,8.338743294514899,moderate,loamy,10.71386015600345,45.22874362130335,moderate,wheat,14.972129855830715,vegetative,21.083409236963803
+19.75269124459319,56.099050750227775,5.701376809445833,3.2875381398017964,moderate,sandy,9.061024509904136,13.88554050830226,moderate,rice,12.85377650831552,vegetative,20.0577414575268
+34.81487790720958,63.52340449275314,0.1977573003384147,5.050704930538571,low,clay,45.024204631515246,40.81526849637668,good,rice,9.937619369535543,vegetative,11.046419030794551
+37.697469844490485,33.48278022111023,16.099771179522442,5.73019392427379,moderate,loamy,47.00916011538507,59.01748526744991,poor,wheat,8.813338689470664,vegetative,15.612806020809463
+38.59253982050552,71.775808518032,10.348283776337963,4.387667156096946,moderate,loamy,45.690880466762565,20.70910502220461,moderate,wheat,13.173014959451027,vegetative,16.488751138217697
+39.00339011013618,33.1694786690482,13.704214926769382,4.970284899267828,low,loamy,22.849465749846416,49.63698420321457,moderate,maize,10.97370182470278,vegetative,17.63126926396636
+28.0364909680368,79.02509681517897,18.29379642288955,2.624841495395346,moderate,clay,17.942904128007605,19.23160321064445,moderate,maize,12.34540206968629,seedling,13.759248718006289
+39.4326976997876,79.49681576763345,10.823476602762108,3.583868715596464,moderate,loamy,47.39775248320237,32.611859226955964,good,rice,16.14051926443535,seedling,17.44731516964978
+33.93275517836097,44.22463725337288,10.063881451579316,4.683973762647427,moderate,clay,44.72610658133197,14.233186051686584,moderate,rice,19.4391992160689,vegetative,24.10423890712575
+19.041785905924048,49.419766862148016,5.813242426965271,8.367123465865074,moderate,loamy,41.8917803342465,27.02930715219837,poor,maize,9.984447537482977,reproductive,11.494675129176224
+26.922502661699248,58.8786227134976,6.103876688799053,3.459978838742911,high,loamy,20.03832505366521,48.81132409887999,good,rice,10.250900184001896,reproductive,10.117799808305376
+32.9582793843001,65.79977441594889,15.930841320592917,4.773122991873797,moderate,sandy,33.74341750763108,12.263402397563674,moderate,rice,17.291235808487613,vegetative,25.0
+21.183507895477085,47.24121970451981,8.98058491171874,2.519362305575481,moderate,loamy,38.7689124089998,26.0098317756389,moderate,wheat,5.207219767658191,vegetative,9.042663775058404
+31.015379588722183,65.5491842779155,3.270524172162408,6.456834758612848,moderate,loamy,30.92694333442722,41.48761576055142,moderate,rice,16.61423400646459,vegetative,21.893940022635213
+31.66501197616548,47.86722439375794,1.890575280009912,6.890007105127422,low,sandy,32.09019499847645,57.42787107510434,moderate,wheat,9.649965078292398,seedling,15.110027710464038
+19.067493595214145,33.32944326426364,9.458402337235588,8.924131707697335,moderate,clay,39.05095022958952,22.26758850050276,good,maize,10.057467647814589,maturity,9.779750905462931
+29.12713281131891,30.15165298991454,9.29910047235461,8.552927988015712,moderate,loamy,39.50725917169745,18.657500481922632,moderate,rice,8.0422365178123,vegetative,13.517968001612177
+34.29067277446519,36.06906347510572,13.06916556410792,4.283023637471044,moderate,loamy,15.79768994273871,20.18353152819147,moderate,wheat,5.08624623681489,vegetative,11.194504972166744
+27.47239161339855,77.53504200984109,9.421349554902816,3.095629513518878,high,loamy,22.58036236335152,21.84043684201385,poor,rice,15.66977137988544,vegetative,17.050608276135637
+15.302577919402683,87.68587874300023,2.869514082684294,3.24866545768323,moderate,sandy,40.15329897374336,41.916077762033936,good,maize,18.27990584470558,reproductive,22.0630549586224
+15.225961726982304,55.61797195687316,10.15605769597027,9.751711544323555,low,clay,16.765137851501393,59.93339258912032,good,maize,11.53552123608735,reproductive,12.324018911684757
+23.925733599250304,60.76103720699656,18.135788077720505,7.385806512058859,moderate,sandy,46.2017284691502,36.17956405574477,good,rice,6.260288716904522,maturity,7.778010694612627
+38.15485171079455,38.81089014440557,3.1888282324042483,2.3405663024259145,moderate,loamy,42.750197372751,23.57153904928927,poor,rice,8.272178647273645,seedling,10.855568284004844
+20.71691949009022,63.06188116080942,13.79509281955498,3.0942340403607567,moderate,loamy,45.29552926720596,47.34798854096319,good,rice,4.434568654921547,maturity,3.740513494784784
+30.859092221792174,38.67929412041861,11.877185299310533,5.886400520807646,high,loamy,18.378496345945607,17.912582030535013,moderate,rice,17.11946312014266,vegetative,19.452455953906732
+20.55189676733301,66.6728598719298,14.971714534236051,3.6626304343449583,moderate,loamy,9.730265468249495,11.50070865228994,poor,rice,11.85216003219224,maturity,12.153299948326593
+23.041749741488715,85.99552005485123,3.012005468551855,8.429271880000151,low,sandy,9.526578366897024,40.2632484482219,moderate,rice,19.637680111478247,reproductive,23.924191672332697
+36.2010522400371,41.741912358182375,18.83210673811989,6.585736940554919,low,sandy,30.01583928826213,20.51477771299106,moderate,rice,16.130710589944336,maturity,22.54257081181605
+33.221536056748675,75.87382308342612,12.419328555343172,6.901057662314387,moderate,loamy,18.751569831846894,29.96186259036605,poor,wheat,15.345052810785974,vegetative,21.63569983200541
+17.384981932830264,31.410145369099443,16.941422753822735,5.702604384393695,low,loamy,16.85847575762442,21.556831998735067,moderate,rice,10.445963033188514,vegetative,14.946371716617923
+25.71755052466084,52.529834479297264,4.932135273604712,4.048502203410524,moderate,clay,15.008242728634064,55.903086644313376,good,maize,8.929148870646172,maturity,11.84898510432566
+15.729244091131612,36.64491046983054,14.788257787959232,6.715228905620372,moderate,clay,30.294392471949507,26.8994320819157,moderate,maize,7.691130288906034,seedling,7.601044797387193
+27.022253665075223,51.14852649574196,15.62061408667838,7.735760369285854,moderate,clay,29.66428542849987,32.45367441564298,moderate,rice,19.8048828526221,reproductive,22.125906294191434
+31.560850292526705,40.41221517833301,7.9487054477415136,4.967584621041335,moderate,clay,24.004070577129568,21.74214877691797,moderate,rice,6.922792066671046,maturity,9.532595838497716
+17.96256558995379,52.39829940737325,7.679069057668442,6.0395490449426825,moderate,sandy,11.229801585531751,14.242550580533011,good,maize,5.494567322397588,vegetative,10.140965299100074
+22.22212347272914,55.05136836645183,13.155925300514983,8.717471763776267,low,clay,46.79576630776781,35.62783092832212,good,rice,11.005642712996009,vegetative,12.602102338161815
+24.945915637553924,48.0354673668551,1.8681536352043195,3.1894540945796823,moderate,loamy,24.25711830161135,53.436163460821184,good,rice,11.805596447207842,reproductive,11.875354314535544
+37.98827561640124,69.39731696838774,14.71248300435018,6.361795354192803,moderate,sandy,10.563903272528968,27.58408241589414,moderate,rice,6.016044073794786,vegetative,13.723257460749412
+39.831375385574106,85.13112307553459,0.8577351967882185,4.787301294633825,moderate,loamy,6.66855226197697,49.04843021289684,moderate,maize,8.94522539513722,vegetative,14.810092346701184
+16.122782474890396,54.03572244631634,3.81180602241652,7.622358065737844,low,sandy,11.866698427597822,11.63061616522076,moderate,wheat,7.973564545825398,vegetative,14.374157436901616
+34.0251980873848,41.54058938850129,13.282875144827344,2.1504819452991573,moderate,clay,18.37068042939064,21.77543229043321,moderate,rice,15.605064732799722,vegetative,19.91567996221139
+24.293101660058586,46.243365491759,1.9664733418392768,7.36378639842551,moderate,clay,33.354208526980536,16.574766352915923,moderate,rice,11.301289402002787,vegetative,16.207440754006107
+24.811454655737,81.24004940978213,19.4368418295358,2.8231818721294992,low,clay,48.69210516490579,30.144119890937777,good,rice,16.21383920569969,vegetative,16.82893807391099
+33.85662433367557,64.29838339620888,17.367924189238014,2.518142023949264,high,sandy,17.243045420266405,54.71664643563852,moderate,rice,4.563877253451675,reproductive,9.119492355459792
+37.96066080363522,57.30066193841744,12.52604664813473,7.796986407668903,moderate,clay,40.54119223241568,28.675596524502552,good,rice,8.373176058019133,reproductive,10.59337272851721
+38.773214862563705,38.9782032905356,16.381149113386996,7.122737223232588,moderate,sandy,46.01238520837831,40.1661814501053,poor,rice,8.070969715531852,seedling,13.548300985342696
+29.42806465095802,56.98363849942692,17.75160097179136,9.15948744714127,moderate,clay,22.620765877361634,54.90710596282354,moderate,maize,10.792376500998412,vegetative,15.384067879376945
+23.92802898251257,46.7095202014432,5.189512991436369,6.157239646405161,high,sandy,16.39731172661495,27.989327556307828,moderate,maize,9.851042824109694,maturity,11.72012417082384
+34.68872714646948,86.58978767120095,16.98823175898639,6.240195404217337,moderate,sandy,27.098010480161097,28.28778127882142,moderate,maize,7.437746509019868,vegetative,15.496509070837336
+21.275034581557502,83.04420656494388,3.895875672752036,7.656142684612404,moderate,loamy,45.35204441932892,14.399152038824385,good,wheat,16.904218225015477,seedling,15.106720580368693
+29.101850720837945,35.03415250969188,8.266845282976307,4.587180610826009,moderate,loamy,5.494184066276075,27.452482573980216,good,rice,18.414121375379167,seedling,19.94256727115669
+23.96446153812183,60.99920935567457,11.165192624971986,2.2952996433754604,low,sandy,26.898416462394717,47.30799406389436,poor,wheat,16.17643643246191,vegetative,20.86098242390816
+31.415776842696904,43.503500730880326,14.277819261480648,3.840366605752463,low,loamy,39.09178678573112,52.231468932854064,good,wheat,14.908677841577294,reproductive,16.58530959405023
+21.009972822337676,54.64662537145743,0.6028263544505608,3.904107295170933,low,sandy,32.05086931216337,46.13752576847648,good,wheat,13.011827716834826,reproductive,14.858071333612228
+19.78982364337065,82.61087989508738,5.81018825556378,4.685270802225551,low,sandy,27.38027225770287,10.346267735792678,good,maize,8.707332276685372,reproductive,11.561139611575843
+37.95597716688593,61.65087119331269,12.170381964207806,9.547701864323702,moderate,sandy,29.912594063901626,15.848840000273302,moderate,maize,18.614062550887176,maturity,25.0
+17.545092073738424,50.05291760224559,7.147373582982375,8.438742389305183,low,loamy,32.86542460855272,46.5490998985719,moderate,rice,14.026755826439553,seedling,14.088587626837215
+27.64894769337329,42.47330124629983,15.500501112589868,9.487649961641536,moderate,clay,35.693381949144054,57.11983293092297,poor,wheat,18.12099826295061,vegetative,19.848083637804127
+20.52131957407522,78.01949156438936,13.033043223014324,9.988876720904004,moderate,sandy,21.028351386331188,44.7680565143405,moderate,rice,10.699239191936051,reproductive,13.54407352279907
+15.973249083141686,67.47108092186083,4.688029074474716,5.470232032696356,moderate,sandy,28.281854612199712,21.305165658552625,poor,wheat,10.005622736037289,reproductive,13.41280694736596
+15.90047045728566,58.08392762557387,2.9185795918466617,3.816586533442437,moderate,clay,17.310659606580764,15.377918029751994,good,wheat,4.308464474510744,seedling,2.5958797887000253
+19.38054430264568,43.04906123177868,12.580939871741007,6.480033290041993,moderate,loamy,49.2795523613633,53.8508141778197,moderate,maize,8.735547675683138,vegetative,10.37122774816179
+36.66925886265001,50.05478244942788,9.009346554095156,9.04907531158495,moderate,loamy,13.427963022983784,14.951525597847157,poor,wheat,9.55941894374022,reproductive,11.61134117771129
+22.06196859942567,87.59060560431111,3.379140822026372,5.725854888116626,moderate,clay,11.779575173187144,17.551848187200033,good,maize,11.401642416829382,vegetative,14.390911549232332
+38.7614792643824,61.205396256350056,6.527484106367547,6.043194420578028,moderate,loamy,17.09700240837181,39.83463607642568,poor,rice,11.077233746186094,seedling,15.791928458682094
+29.54055732472984,54.04195687459517,6.060934966371732,3.0755128474226137,moderate,loamy,46.40244127284631,19.49985390154483,good,wheat,18.60466387039741,seedling,18.06418416555392
+25.91535474421915,61.28532254089943,2.162639446787502,5.363643940542088,moderate,loamy,34.648522613814706,21.379667798743988,poor,rice,11.624276283798231,vegetative,16.10861409052944
+29.50222086673637,76.73931035397652,10.93818038530456,5.095958478468625,moderate,clay,25.51673865575526,17.112928443652518,good,rice,17.370010671165673,seedling,18.481294113922782
+27.91745963065669,50.406536190172126,15.272972678251085,4.813508022923597,high,sandy,46.642793340640274,57.21630997728704,moderate,wheat,5.183092973367767,vegetative,9.494056483374264
+33.96940634393313,40.72236725595653,11.50933777705974,9.098389359393598,low,loamy,45.50662366262106,16.24625906140604,good,maize,12.726269779094606,vegetative,18.50184428978524
+22.062401649321306,65.09616710034287,16.525827298747046,2.4744114656986635,high,loamy,23.071662767087798,56.566603123565486,moderate,maize,12.144270578213211,vegetative,13.530740365277472
+23.82625979000756,69.91224620886403,2.5513709443086263,9.777177463178775,moderate,sandy,30.363843340543657,26.30984888944478,moderate,wheat,5.649437699272972,vegetative,12.390942406995393
+37.35235756333127,72.76308017751298,8.712237156444477,2.065974602185088,moderate,clay,45.74182918813594,51.07797450275509,moderate,rice,7.167038965273485,maturity,8.357063243963523
+38.661412828760135,82.91925544596778,12.188302073161983,9.564752111598471,moderate,clay,19.37293980776221,57.499878474365765,good,wheat,11.505821124776237,reproductive,13.61792258213283
+37.313955687161865,52.27044724134679,13.520031218838149,6.384380022708348,moderate,sandy,23.33917541286235,35.96288755496772,moderate,rice,11.86133931419717,reproductive,16.218577614161415
+25.48619984893284,34.521293773733504,13.91572612846854,7.619561955200926,high,sandy,40.68565676846852,48.50860623403955,good,rice,18.30115699211139,seedling,20.172169651443703
+34.50913757517204,87.50091501785653,14.57930854195762,3.497062797560986,low,sandy,36.43874804104812,23.30052335424829,good,rice,5.796307148065065,seedling,9.31186098834222
+26.90839333252747,56.10071564624851,13.028596243920331,7.233692312132856,moderate,clay,7.189267639850719,29.148209632463704,moderate,maize,8.180454279789185,vegetative,11.615716297524942
+27.43849630365256,67.39545058038789,1.884561778817353,9.05566134822186,low,clay,10.281939644208393,37.64933627831442,good,wheat,7.0812467597479785,vegetative,8.941813622179914
+20.117002726432094,69.97831938769754,13.906113552045928,3.1158411186692128,low,clay,43.08187451621944,52.523058833802594,moderate,rice,16.304156497955773,reproductive,18.999166152426557
+29.77825758146291,62.79082252207221,14.495653135487752,3.01665289818632,moderate,sandy,6.3382431949655285,41.03690198406789,good,maize,6.670434741463977,seedling,11.455402688488322
+19.653397443833697,42.31545178417621,19.869598686672543,4.431823273195782,low,clay,46.39681425006221,11.104941200668769,good,wheat,18.2786330231646,seedling,19.156723101819512
+23.289117476679845,75.30858300696849,13.86724873402252,3.293807139803185,high,sandy,17.22887385509176,25.23922827954319,poor,maize,18.81930748486903,vegetative,23.328393007368447
+36.375755040498376,78.2251184582449,13.736607915030978,2.885166784746777,moderate,sandy,31.92706320796034,53.24859172539978,good,maize,4.903652391439772,vegetative,10.321450981961558
+20.17689523027138,63.17853516104639,10.29626580363944,7.426552287882334,moderate,clay,30.406139793147755,22.011841096471738,moderate,maize,6.686860858439721,vegetative,9.478959209000957
+16.778957129335822,59.31366963509049,17.358458171702278,3.7106129112999264,moderate,loamy,22.831419027099457,28.39640851245898,good,rice,9.53354612410173,vegetative,10.430818898501997
+16.72518981532041,36.83629098767912,19.93669523922317,7.33611919521589,low,loamy,6.414661562414876,29.48073615766857,good,maize,17.74063585168863,vegetative,19.871026336409106
+38.51961301257769,35.03709968998703,15.580897403948642,8.89543381692653,high,sandy,13.661206735794554,17.72263671772926,good,rice,5.072614759436405,reproductive,8.389959371675735
+27.673010949045867,50.37389073381172,12.250007557156168,7.216198331304004,moderate,clay,32.67380686251171,27.490602467634613,moderate,maize,8.856688285381011,seedling,11.1325373824868
+25.235301795425457,48.65076933104359,1.5790965386313638,2.9549365593232078,moderate,clay,25.086774771908697,50.87103594892266,moderate,wheat,14.922001033098647,vegetative,19.90045757874616
+35.27196452519796,87.21938705779627,14.53478263459255,6.58862059237956,low,loamy,23.622667070851545,52.45469342159636,moderate,wheat,15.292881736805889,vegetative,19.67464295348365
+35.895648197762895,77.01736454660579,14.171231371639008,5.149029473692407,moderate,sandy,9.396630535534188,39.044877205416526,moderate,maize,9.058944051286748,vegetative,17.354527277552226
+23.304775827890115,69.5954577155436,15.511362956188634,4.746967493779958,low,loamy,20.62073413607806,43.93698024845808,moderate,rice,19.373990511646547,reproductive,19.74809690423889
+32.34045143684488,61.0588853410563,2.4911077679897864,4.548251749038657,moderate,loamy,28.689374842667085,36.7286351733395,good,wheat,8.991946940012141,reproductive,12.053173878376754
+34.27807039629717,40.04205184359908,13.07465000252287,9.435457790557164,moderate,loamy,8.49617307240851,12.213628223527564,good,maize,13.429722440736697,maturity,15.932179025594753
+31.366267171648865,88.70740033105703,5.914478099033493,7.940059653421822,moderate,loamy,8.00130886798858,44.83424333575586,poor,maize,13.461297294378976,vegetative,16.922933969880777
+18.789876870002484,52.5024418944126,15.205424868056674,3.07079031664236,high,loamy,27.11990224484935,59.82754378017844,moderate,rice,16.607356860292995,vegetative,18.854179056147863
+36.89707708792643,36.41553614683469,4.807479080629324,5.80804383785971,low,clay,30.256347822838755,21.39116629120779,moderate,rice,9.06637716105705,vegetative,15.23662781028681
+28.477363818400217,59.62793374294476,13.679573536408212,4.545784602031357,moderate,loamy,16.593867708152203,59.107559946677405,poor,wheat,9.9752135751082,vegetative,12.544321372905124
+22.06181065925009,82.439880696785,5.899858939679595,9.823506500367666,moderate,sandy,19.65948561345384,59.88868003095884,moderate,maize,10.109469999047596,reproductive,15.507605265619334
+25.630704635942347,83.23746010663976,0.1798858563486227,9.824231783625356,low,sandy,40.8591691042387,17.075730274371516,moderate,maize,3.998012746132012,vegetative,9.671504533747818
+15.939277259972684,30.657954963386835,12.667158239461909,4.55627579466428,moderate,clay,44.11562107996094,56.30675901458088,moderate,wheat,15.455001110714466,vegetative,19.350270816460903
+18.19667003056044,83.17774468508398,2.265381663178448,4.816904929163638,moderate,loamy,19.635290899714462,43.77663172786541,poor,wheat,16.06698781635336,reproductive,18.827994607359354
+34.13866876289652,46.28905304999151,13.18582945576428,6.795313657092365,moderate,loamy,21.0071553927378,33.31859122274431,moderate,rice,16.95057602299197,vegetative,22.26277709296737
+15.000290868884154,32.338341838105386,18.512188967138748,5.834456114620001,moderate,clay,42.36469507764297,27.23303587431956,moderate,wheat,15.144447401563871,reproductive,19.378744161271
+25.414145712057305,80.86741622177246,19.384918684221805,3.7048069772675314,moderate,loamy,48.82255256349992,41.490079681153134,good,wheat,13.073055228703716,seedling,14.119832191436643
+28.06275452713971,81.8320053592925,4.718461746552252,7.283297335908891,moderate,sandy,19.426693788367064,52.139333857769145,good,wheat,12.592219947500684,reproductive,15.969239238984434
+16.365860500024308,65.773864790541,16.1850645530131,4.673029151001908,low,clay,40.49269570490616,11.705117989254902,moderate,rice,13.942927375486688,reproductive,14.76665136015736
+39.32695407430832,64.4660254377815,7.071065537448806,7.229731986657341,low,sandy,26.58615659936556,36.77311356489651,moderate,wheat,3.1370713781318744,reproductive,9.824157916532885
+20.6531332812418,78.78721635728516,18.009141454959646,5.069452178622398,moderate,sandy,16.86776205401656,42.51319921631987,poor,maize,10.614227239263462,reproductive,14.84909941672387
+22.60496799090702,77.17857316261679,15.749791372587476,7.601679150850173,low,sandy,35.68033384503788,11.28016458311656,poor,maize,3.6751202210081777,seedling,6.455141257956381
+22.59856280637568,83.40632840656224,1.4784343329152727,7.342395767117204,high,loamy,25.814766957602064,54.45387997996884,good,wheat,11.30236302437124,reproductive,8.851559087839076
+20.760416552933748,63.16484685580221,8.142739877545546,6.070502047368006,high,clay,17.067309777455314,57.58949597339858,good,rice,5.528481399535049,reproductive,2.670164901283865
+15.036845552157786,88.05882556396853,6.746356520193482,7.637919925686647,moderate,sandy,9.825333975236312,40.62456568861953,poor,maize,3.1586408190679385,reproductive,7.596704562358891
+33.23361985219991,89.7688098560003,15.70362041446554,5.687725409856122,high,clay,44.01294862166987,15.850053723137194,good,wheat,15.417916354479452,maturity,13.604652319422982
+39.17113749498213,36.99267659991796,8.205714213063182,2.929106397200983,moderate,loamy,44.54005115428808,56.62058551625934,moderate,wheat,14.977194256212425,seedling,18.949921026599977
+20.60733708212613,80.97262557324733,13.691767953061674,3.456850026698837,low,loamy,8.373279016120652,50.25035486914938,good,maize,9.573816020476777,reproductive,9.447290591565489
+31.57617979508556,59.98933546491534,12.048705111808808,3.967945073324903,moderate,loamy,34.85279167737097,11.427411452695743,moderate,wheat,4.113020768668383,vegetative,8.36415828258311
+33.54740817396788,53.253980297989926,19.512774381952678,2.5058314258055727,moderate,sandy,12.315984377672716,38.95788139557461,poor,wheat,19.573730162563503,seedling,24.751116417573563
+36.21063447726311,66.7843385929629,18.755699136032295,7.691049765045361,low,sandy,34.084403607632034,15.726865818980947,moderate,rice,5.56403859987176,reproductive,11.606162320484795
+25.56572992534023,33.35793343572042,8.553990294774374,4.939121814652947,moderate,sandy,45.842773710216605,17.053319810272303,moderate,wheat,11.301444256206397,vegetative,18.594345045443053
+22.57327264101073,60.3876671260248,14.471564232822988,2.7481863706159784,low,clay,16.70966105999714,19.625497246770827,good,rice,7.625284109702052,reproductive,7.0114743225602325
+23.132378350575777,82.2534342016,16.589201879624436,8.559664965804643,moderate,loamy,20.65681547495584,29.80942474936148,good,rice,5.250042689353984,reproductive,4.982512741050521
+32.815533327462816,42.80769096833813,17.977715077242905,7.469234275708599,moderate,sandy,40.7808481630223,53.81914304264109,good,rice,11.717344317503636,seedling,15.780641095516485
+35.4194866626409,55.58339368616551,1.3626852755296737,5.617793897021607,moderate,loamy,38.091820673449625,11.55377063366915,moderate,rice,6.3303133600654,reproductive,9.800868339922555
+19.540349193915063,86.36885326289253,6.041575985469936,3.979402680741874,low,loamy,23.389487800493637,44.46054849596075,moderate,wheat,9.133337441232618,reproductive,10.2486921670649
+24.27352520394413,55.71383026834184,6.404600819370437,3.213967150342774,low,clay,43.18466356749258,58.22753945253689,moderate,wheat,13.310530977959578,reproductive,15.402748732676413
+37.54850491872875,51.502057939943896,8.688919024397572,5.666993534040496,moderate,clay,46.4263465024084,42.061672189883126,good,maize,9.576226860869143,reproductive,11.41169115973273
+35.16733799236848,56.43219888740269,3.3852950143083804,9.081965944084498,high,clay,25.368963731041287,50.78025297034402,poor,maize,11.830641562180888,vegetative,14.415535255162858
+39.6214600690619,61.16716599105338,9.924117599000162,3.50716258617576,moderate,clay,6.775322117175276,55.08861578812963,good,maize,6.94415148701421,maturity,8.270115434280294
+33.85620649205202,67.91948064788812,13.26428654596912,6.549273831931903,moderate,loamy,27.924799012120747,45.73989024050135,poor,wheat,14.832069015745486,maturity,18.80198419654017
+24.829880025698056,78.04156805500386,9.947278404334355,9.693487961778049,moderate,sandy,38.28571067920281,42.99213991442554,moderate,wheat,13.787304519719823,vegetative,19.69553783181681
+29.765945849865943,57.126132345858856,13.315861903952316,7.096932598116903,moderate,loamy,14.901608411497962,10.89833719515982,good,maize,14.780381877989246,vegetative,19.357931484214184
+31.525356356183007,79.04885610540842,1.328832636358006,5.519717841246947,moderate,sandy,9.474364427296244,35.944454451672954,good,maize,8.77588685367871,reproductive,14.33656310114113
+16.961395407928098,62.02323968112484,17.519746634148206,7.730983783511268,low,clay,17.834658960065738,33.461289335119105,poor,maize,18.98815915133297,vegetative,21.40114466638501
+28.612423977596627,50.30883062207866,18.78138384202137,8.596623352149653,low,loamy,5.521409990436337,36.1352813527583,moderate,rice,13.60860228189546,maturity,16.54192200629513
+32.73302071181524,69.47704968716485,12.358148482372972,6.724130383094737,low,sandy,37.19622783503988,31.624019512037645,moderate,wheat,5.162799888609498,vegetative,13.298450855391104
+19.183032600026507,73.06333528460948,17.62781997273794,8.97465887194394,moderate,sandy,11.573076457519011,55.327875734503095,good,wheat,19.576187254465907,seedling,23.017887975595286
+34.51579293563893,63.48293853776925,2.6289203329642485,6.116734075005901,low,sandy,37.564205994142185,54.45150447767765,moderate,rice,12.67129391735362,reproductive,18.91694612248717
+29.594319512852792,33.39689838808341,15.948978401526205,8.640232017650053,low,clay,15.5546596664129,16.28492776818852,poor,wheat,14.873044366750678,seedling,16.532083108636126
+38.80554464243987,40.19297250964949,2.3829638694518795,9.616153923245562,moderate,loamy,49.642794895221066,36.64464002531227,moderate,wheat,9.327944594516824,maturity,14.269997684343233
+16.060557455172294,47.11786325341369,8.160204629950734,6.009947736188137,moderate,loamy,28.930792193003843,57.97794918991784,moderate,wheat,10.51873858853932,vegetative,15.3350956910496
+21.633153438886676,46.95753635708959,6.476370691165501,6.840013724682602,moderate,sandy,6.860248520068384,39.93320778312662,moderate,maize,15.452133465568902,vegetative,21.61432665194402
+30.038846982495603,70.40524801481223,11.711836504409083,6.87574034359868,moderate,sandy,39.770549487349086,50.08342100544468,moderate,wheat,17.71083250741794,reproductive,22.270158156180564
+22.413997805148263,31.100919700417958,6.030290704790671,8.251478908786325,high,clay,23.454061030872367,28.668001104272317,moderate,maize,19.327995305993674,reproductive,17.232132966930113
+32.86060410178106,75.34090662297119,12.746272593342653,8.583726721419382,high,sandy,32.32945797267233,28.862449776631767,moderate,wheat,19.82977874826437,vegetative,25.0
+33.97513206304828,45.92054848841599,7.347745783039157,2.217834529648486,moderate,sandy,47.804595027707606,26.284364167682032,poor,rice,13.119228826856482,vegetative,20.8157842434853
+17.562899101661863,48.601310772966144,17.21580762060929,7.866876512723103,high,clay,28.277139733046507,11.092273231438268,moderate,wheat,4.486654353843322,reproductive,2.5823066456244743
+27.846361605169196,61.674589676635456,12.677676804392233,8.2705219570419,low,loamy,41.19693642845548,56.24258062277619,moderate,maize,12.833373862766518,maturity,15.163786785507384
+27.7222638897764,42.95553605633745,4.305965946428922,7.603435515665895,moderate,loamy,18.62567677808965,27.482084954062945,moderate,wheat,6.475146066682071,maturity,7.987669223726643
+24.23201925538853,83.06827881453165,6.722588440561741,7.709565274584769,moderate,sandy,37.15344695492305,28.35439781851229,good,maize,14.021758178518498,vegetative,19.557201648244693
+38.3231215642418,35.12212675959392,16.948417752533118,2.331222873474156,moderate,sandy,9.46953519625442,47.97737041975877,moderate,maize,8.706419378035577,vegetative,16.499188040280433
+35.68765799683053,56.66294173806389,7.729594999749169,5.5363092955912485,moderate,clay,45.20070747330641,36.34465613309365,moderate,rice,11.87637601641855,maturity,14.07118894086782
+32.43023454774092,80.9653361672934,10.715981311312904,8.545437197773925,low,clay,13.98863333115196,28.102107751907937,good,rice,14.235928052426535,vegetative,17.259531435923655
+32.85816589337494,66.95063366527415,12.978838719046657,9.47205713036083,high,loamy,18.58682906263981,54.18087149735766,poor,wheat,18.44134830850075,reproductive,18.687901837273056
+26.542903595327974,47.53977095055801,6.956192991718336,3.835743364575478,low,clay,48.11953466013898,51.26896067469576,good,rice,16.47641763153498,maturity,15.70746663479629
+38.0248630274144,55.245612466587644,5.879572615161366,6.6335595228223605,moderate,sandy,11.984611652689832,58.84007857831268,poor,maize,3.359299619451229,seedling,10.780638867812652
+32.36488568133213,72.40166282055088,9.505098052160571,8.434641916404669,moderate,sandy,16.44843917668799,42.05108179822517,moderate,maize,5.601073238954937,reproductive,10.733923577345475
+33.224526541395406,88.39564460183396,4.297619441855782,8.019261142873486,moderate,loamy,31.10806841882586,44.50483055123557,moderate,maize,17.76869985973148,reproductive,21.067156410173425
+36.54227259468363,83.58832310276601,5.6842117383812685,6.951120935840633,moderate,clay,49.13122996311272,26.22497617008618,good,maize,15.634802746303317,vegetative,19.237221724765533
+21.85178973355477,50.54596850294261,1.2415696806407217,2.149529506096002,low,loamy,36.1138763554665,14.978999422655978,good,maize,5.51406592837722,maturity,3.809803520197325
+35.176772596667575,89.89187275727144,6.079405519420109,7.791086720892527,high,clay,10.138553375453636,15.295836735288546,poor,maize,13.011623225192992,reproductive,14.152087306923136
+19.8810150739123,30.210279811863497,6.414081867271387,8.185940026230519,high,loamy,38.665271853515215,42.297023095330765,moderate,maize,12.98904493061877,maturity,12.28932429318848
+23.6335488061222,31.657785348504905,19.23666332582639,7.78279605300508,moderate,sandy,24.179695904134817,15.663581848183435,moderate,rice,16.17367422510335,vegetative,22.99154318999401
+23.390261356746063,79.43043091027164,11.794576509317602,8.126473291919654,high,loamy,49.65480233872533,55.331328287768606,poor,rice,16.828061580717076,vegetative,20.570871271011125
+39.46313670972852,41.96776120998312,15.747648508316113,5.447319141430882,low,loamy,33.29226770589489,45.19343270626767,poor,rice,14.45776075928896,vegetative,20.463385014647077
+36.413430593698166,33.64615610377445,0.907545055606449,9.950017167403129,moderate,sandy,28.938015279168905,21.31033699853668,poor,maize,15.124780226779915,reproductive,21.28365026348736
+32.52924653975649,44.22888439419013,2.1307338721674385,8.16629532698127,moderate,sandy,30.07693203700311,23.960583051171405,good,rice,14.333742172172927,vegetative,20.220290608306517
+33.17641904038476,55.56600923885161,16.290739217251847,6.629440042239884,moderate,clay,33.87028148553089,45.498685870908034,good,rice,5.566806551942073,vegetative,10.78518995943683
+29.05181986006428,73.8339762260043,12.470990988352714,9.473530157972991,low,loamy,37.93231749555788,51.20599675279888,moderate,wheat,14.637592210364136,maturity,16.795771626236185
+38.67726667771298,67.46013159307233,3.819640610804058,9.265586715664146,moderate,loamy,8.524482585172489,51.97149936407419,good,rice,11.009112855629535,vegetative,15.725529059558063
+27.40646882205904,44.25727305362523,8.095908117234764,8.51653652267412,moderate,loamy,10.880128391430947,40.05135860756332,good,maize,19.622574165135696,seedling,20.764462064316472
+24.512942746747363,60.19622688603506,10.773449999632456,6.509559351870131,low,loamy,18.521497648420684,17.761599314331704,good,maize,15.050277185967616,vegetative,17.560444515466934
+19.07588342328977,85.57284632391412,16.872196582748835,6.216808153173708,low,clay,26.507944614740417,50.917975067615664,moderate,wheat,9.360248338249358,vegetative,13.43455102208426
+34.655141306526446,78.90046661902547,1.2082398338898837,4.629663455796166,low,clay,18.998032884566896,49.58217643176913,moderate,maize,18.47088013615161,vegetative,23.391680154172654
+33.36109830188978,49.3913870899076,11.934445787347247,4.007023832831587,moderate,sandy,14.62271580786715,51.76787929834192,moderate,wheat,6.916453463953289,vegetative,14.739833368874802
+24.60887596310337,88.93587368134177,14.34071843173368,6.098876135800692,moderate,sandy,46.62633687724804,17.88318902491672,moderate,maize,10.946220257389452,vegetative,18.03683034881866
+15.629835348980734,72.51722402610787,19.55783715820919,6.622254093695791,low,clay,6.467024044597701,44.217887308457215,moderate,maize,4.081662863719846,vegetative,5.776359142864503
+35.97493319295027,33.746961340006905,16.14320156584369,3.956211451670765,moderate,loamy,47.24141767984762,58.01219667241683,poor,rice,13.688107388612265,vegetative,19.40898945221675
+15.285449586351842,32.10964279731832,5.524546271305468,9.38080994922783,low,loamy,45.82590415099494,22.803079307468188,poor,maize,12.49526852044102,maturity,13.82378294619175
+32.592494490726274,40.1044769406018,14.191583877565302,6.458191973874548,moderate,loamy,35.77017874580953,45.83640133578761,good,maize,11.575872640248503,maturity,12.43574407951101
+39.25642774315143,73.6713520830088,15.265557698539542,6.2120426030571725,moderate,clay,6.464056186835842,22.945871573034,poor,rice,6.513221599934085,seedling,10.057025538481746
+25.941533203705085,41.02433555054567,14.594709998367904,5.485107106929122,moderate,sandy,15.141000271229291,25.354820437407856,moderate,wheat,11.40484257920921,maturity,15.96275847935308
+20.87433512489882,60.68920615253001,16.4028813590374,2.4645703657348843,moderate,clay,49.05952806539738,34.26340380381775,good,rice,10.805967218788275,vegetative,11.937132757116716
+32.62177525108454,35.595607210849906,18.074599524272752,9.059210675678797,low,sandy,45.76776642892026,54.74770217949663,moderate,wheat,3.3713323027743174,vegetative,12.422035712253283
+35.428203550389625,85.25316946981171,1.968597379786805,4.535953811544238,low,clay,48.40573824459512,11.933090590780369,good,wheat,5.760377296663897,vegetative,9.766275875929589
+28.660757901946184,50.637636815014055,2.095277153622377,7.139682675746355,moderate,sandy,49.82554219207649,59.482065540772886,moderate,maize,18.332166784526564,reproductive,24.51103871214533
+39.17588188140365,84.48792339363786,15.92799977541292,6.859468471760283,low,sandy,7.874935983271682,48.60385748047824,moderate,maize,16.412093475634578,vegetative,25.0
+16.291718041449027,86.69253851463266,5.047449530429418,6.675894603076214,high,loamy,30.688814141409704,27.98894487536392,good,wheat,5.03820123488533,seedling,2.997030865632947
+27.619889957613204,30.36771883882085,1.1708284390015589,6.205697616092673,moderate,sandy,42.536192504911554,27.708010180784896,poor,rice,19.536260784405407,maturity,23.452279730357272
+32.96134868306375,57.84811123192392,8.024583619612116,3.4515186674506246,moderate,clay,19.386903460297354,34.14906180616116,moderate,maize,10.910254222960171,maturity,14.596796274040448
+36.56601177872948,31.47936334241357,16.397538236521562,4.244845928383724,low,loamy,24.600142501412112,53.77392730494209,poor,rice,15.750119345756437,vegetative,20.685210369945352
+19.48139029769475,84.52156597817435,2.531300476279608,6.193504570162401,high,loamy,17.768239189496683,10.895867041931297,moderate,maize,12.21043642985057,vegetative,12.790596663164573
+35.000087044092034,61.10445268407455,13.43683943608935,8.314739612775409,moderate,sandy,6.713246110972857,37.41248253459311,good,rice,15.993496145326398,seedling,20.977596108414133
+28.817676892963632,34.49664076190981,0.0723172354313539,5.455911765203349,moderate,sandy,8.272100406725881,12.804322256593633,good,rice,14.261383492880816,vegetative,21.301944735210512
+24.91384204974908,36.61660369659401,2.1947489442489987,3.631380424369047,moderate,loamy,5.964879633145858,15.780037367129587,poor,wheat,4.106902838249531,seedling,6.715575238572273
+18.29287571447734,53.010541469564345,7.017006915369737,2.703555398443408,moderate,sandy,28.72600020212514,44.53329322027856,poor,maize,18.530378046372725,reproductive,22.66722887886347
+36.63239397272281,86.41405157237337,1.6720456204882803,7.304088027952194,moderate,loamy,32.82903874481154,21.715444257594022,poor,rice,16.063385966455513,vegetative,21.757594476133598
+18.931830204492883,71.57454909408486,16.91803334874226,5.386719764969317,moderate,sandy,18.84657571281481,12.079740262304686,good,rice,6.767204150460007,vegetative,11.683725736177973
+22.74469648022748,82.05713197134794,17.281410062909377,3.002967140981135,moderate,clay,42.1766841713884,18.211864003708225,moderate,maize,6.848144838240608,maturity,8.706533243730641
+22.251138299060923,51.98739878039878,15.111414061990484,7.39573503989587,moderate,sandy,44.96060080854637,20.431904178946745,moderate,rice,14.673257023082945,reproductive,18.378137100437662
+36.78535085477136,32.5928219729999,4.849592627912349,3.6606298468349854,low,clay,11.28867373554393,48.48909978551461,good,wheat,14.915826701265589,maturity,15.484962047037149
+31.81757485522245,88.45905823226485,10.464941504799596,6.072128386429417,low,loamy,7.3366008233874975,41.24620657317609,poor,rice,4.480105170729278,vegetative,8.445985170954328
+34.91703492978431,31.030379439742173,3.683770510467428,4.449503800614884,low,loamy,19.37212758628977,46.756200633984605,moderate,rice,18.38561622033681,reproductive,20.57718899607656
+21.261697469812475,86.85909918486534,5.625569001462216,9.453520515472004,low,loamy,37.08443896008369,28.491113980034484,poor,rice,15.697891389300125,reproductive,18.304659737082154
+30.621852490174973,52.12064543094869,10.320105843475822,3.826304530169325,high,sandy,27.83407510899351,15.65663871867594,good,maize,19.728620922865023,reproductive,20.29486754122555
+29.293649578593715,30.60542430131289,14.700276169215956,5.359348172336228,moderate,loamy,26.964049880737782,50.26450517222885,moderate,maize,10.356315599919254,reproductive,12.271452737205328
+35.820759419706775,71.3494339034705,1.8930876078727832,9.675948774624048,high,loamy,11.858467930247274,17.02034193275977,moderate,rice,4.465737010440883,reproductive,3.6043548027693832
+37.65217651203152,88.83241824188124,5.933933952561723,4.549801439506523,moderate,sandy,20.81543532972713,29.13408834404341,moderate,rice,18.396455816289475,reproductive,24.669989420935377
+15.30391928693467,87.93754337025555,18.532426971438444,7.156745304088001,moderate,sandy,48.150106625016655,23.11391208314491,poor,maize,16.818782062761176,reproductive,19.837960361167912
+31.850497976469818,39.65622067214511,8.582466355637763,4.533816349650602,moderate,sandy,20.3252197558334,24.82674268380453,moderate,wheat,3.003782469426417,vegetative,12.46225607178411
+16.295894977993225,40.8748683639693,18.777393478186287,2.885399832937992,moderate,sandy,31.61445856475413,40.09283308685367,moderate,maize,12.010445376543338,vegetative,18.613407033108096
+28.721466626933896,63.932334877179606,19.82801083104271,7.020377861474342,moderate,loamy,7.625700458686749,18.21760761780592,poor,rice,3.1270801502581955,seedling,5.072688157654254
+22.19081822609196,68.23828958569946,10.53319652222832,9.328252282282724,moderate,clay,7.87344160359344,32.29369451357991,moderate,rice,8.975532474045028,vegetative,12.760956345763873
+22.66941498805353,74.36507481995193,5.760880195697011,5.620517337872735,moderate,sandy,24.09142966172864,41.93441954122275,good,rice,17.780588855437173,reproductive,21.24513815506904
+23.82396258630892,40.86302162832885,15.81553617145158,7.009412341539737,moderate,clay,32.18505604046109,53.44565985112243,good,wheat,14.454794158683336,maturity,15.717522070476754
+30.532311226240253,87.54042520586607,3.186214710500299,6.871187306052985,moderate,clay,21.75534694943044,28.561375985423386,good,rice,17.46048672143887,vegetative,21.136807614858576
+23.35124914171923,68.32435537735427,5.04093719344141,5.320717621023007,high,sandy,13.055610914609725,25.934589073339705,good,maize,12.472097024736843,vegetative,15.237651544089292
+33.317476264757005,80.82281513223329,15.697598189985644,6.919173110117844,high,sandy,38.1180791824605,28.392361249704848,good,wheat,16.160746313850154,vegetative,19.331012769540635
+25.11318463934674,62.40394291705031,8.672918494640598,4.074544675351778,moderate,sandy,11.301971761919496,35.039853524527345,moderate,wheat,11.265154879745436,vegetative,18.53156124019274
+16.708830007748965,54.85661085539296,4.030758739753335,5.024303236824417,low,clay,35.06075351084518,25.65472968777884,good,rice,11.5473988205924,vegetative,14.889126947274704
+34.59399606210268,88.63097439569975,13.022514899046488,5.538550850899001,low,clay,48.05305197245797,22.522603251854264,moderate,wheat,13.165844825061184,reproductive,17.010614669715967
+22.14395811481765,64.92728224919017,14.655237227633656,8.912069468499844,low,loamy,26.17415862575441,28.76515460659391,moderate,rice,5.390216352457484,vegetative,10.861601704354625
+25.81917198998157,82.01241496795073,2.5014247890113817,4.786663158666039,low,clay,14.019515537549252,48.89146324001176,good,rice,13.938510410174064,vegetative,17.82296196624901
+32.13609708054754,87.1975437819774,5.539605199498682,7.081096384926611,moderate,clay,42.88918092592938,22.64073934985097,moderate,rice,17.546692253912486,vegetative,20.742111865328727
+23.3114039287178,70.52127762051956,4.425535107444665,3.707230699351189,low,loamy,27.746428856356797,52.231481651204014,moderate,wheat,5.711809732095828,vegetative,9.29821869736326
+16.41464140366789,62.936320711120494,7.597092575249043,4.020557832431414,moderate,clay,46.54499068253401,24.255327071039687,good,wheat,9.40634770101828,reproductive,8.802554710608938
+24.348026175320346,30.21065105463904,15.26889791152129,7.187431003679821,low,clay,37.42637339179435,40.15384484439822,moderate,wheat,18.645143068287076,vegetative,22.892634207241755
+38.61121456735759,32.40117844434036,14.274162045486484,8.098479418932829,moderate,clay,24.37743226368315,58.54881411327218,poor,maize,8.293787323676522,vegetative,14.012551633944724
+31.043359932463957,42.05107296306698,13.250478207674078,5.696937412210252,low,loamy,32.782292647584754,57.58964298653758,poor,maize,17.878405792476833,vegetative,23.65717822327587
+31.78697871668017,41.160505911359714,0.125710917371824,4.680797574222132,high,clay,12.648398906172938,31.73164992861824,moderate,wheat,13.900721180358616,vegetative,14.957539248704004
+30.807053840940995,45.28552771199072,2.8428662676077887,9.28217244745818,moderate,clay,22.425368303702683,13.375788464958609,good,rice,17.338435626632908,vegetative,21.26309363867233
+19.97480347398592,48.29607826185965,4.465950982041336,3.0864625203923417,moderate,clay,31.72420731427642,55.13143571907606,good,wheat,5.426655637606665,maturity,6.0354277125134175
+25.458346602557004,51.6039296130437,5.439116920776992,7.765713901194776,high,clay,31.551883261315982,16.345799079575855,moderate,rice,16.379368735663824,seedling,17.009309484393754
+33.77349495908295,55.23226140413259,2.928530832978,7.521365997976823,low,loamy,31.42469150609081,56.177461653269766,moderate,rice,3.5048255266294257,seedling,5.732802299147254
+17.53432243882898,35.93198030736088,8.206311029477792,7.521961301822353,high,clay,38.45912344607956,46.63153031210811,good,rice,9.707772213394342,reproductive,8.209064664202744
+21.946319402242807,32.541715917166925,1.5036117002805185,9.483363555388197,moderate,sandy,9.754402320085877,56.71195602684205,good,wheat,7.756742081209102,reproductive,10.61300963735305
+21.90797771164634,70.43666694438141,15.000443807755614,7.8255224078463375,moderate,clay,8.31456896198291,43.26959059071986,moderate,wheat,13.899602655607865,reproductive,15.65109385519185
+25.80047318986265,62.240089490584666,15.7544157459221,4.412521515276673,low,loamy,11.660932400616373,59.75563382342686,poor,wheat,15.99902827036703,seedling,17.797161932100696
+39.50921852355462,56.64865213320718,11.48533379201796,4.827273793858474,low,loamy,40.65774396310282,33.3500840473701,moderate,wheat,8.866453528920799,reproductive,11.509758622776046
+16.68756366709555,68.06639647010114,1.794097540839357,5.128887785599154,high,clay,7.918418605392421,26.48107538693993,poor,rice,17.230567562353983,maturity,14.569331363295346
+27.967524859514874,79.66076443221243,17.80166339093516,2.2464693927848485,moderate,loamy,15.135596529816484,29.665597851626064,moderate,wheat,12.379076798211544,reproductive,15.237706341634707
+19.48411705030526,55.66157454697228,19.31271657416229,9.308082523266055,low,clay,16.464920248624402,27.51444660573925,poor,maize,15.800564907945084,seedling,16.721929690356138
+39.2669136352436,68.46716790311876,4.047271206435788,2.588420830918431,moderate,loamy,34.12632300633782,30.03986425796568,moderate,maize,15.327308918005029,reproductive,18.353910408019463
+17.832587618186604,87.21433343010952,14.092796388814396,7.598354256779773,low,sandy,23.07332867819421,54.26010529370794,moderate,rice,5.352975578367456,vegetative,11.713874000818633
+25.09002505903978,80.37746975169364,16.838772612849716,7.841288038746494,low,loamy,13.954695053980492,39.603056757936265,moderate,maize,15.434776517881874,seedling,15.898541779792875
+33.447124620865154,55.56004863014456,10.796870450854046,8.749720405044318,high,sandy,25.229230509809923,46.28489603107777,good,rice,17.047156018322095,seedling,19.954250013828364
+32.61386070068613,68.68301026888457,6.466461990534977,6.42689804476418,moderate,loamy,35.84531100311662,24.393662993326057,moderate,wheat,3.595347920836253,seedling,6.444577966027182
+25.56821592234831,40.62425531495639,9.571174301607051,7.802115390852295,moderate,loamy,40.37233415022372,59.49353415819225,poor,rice,5.760551381425454,reproductive,6.585428991849744
+23.663104198817955,63.63133109370539,10.24537501568904,4.4217833957276085,high,loamy,10.574743429952338,24.036737108771455,moderate,maize,11.846965064369336,reproductive,10.947005590822403
+24.94030946382176,88.87969746830657,8.012740883760559,7.96467208730232,moderate,loamy,37.16220192623012,17.95125727876617,good,wheat,4.000218346905331,seedling,5.051590874784714
+21.606906578965983,61.098906912151335,18.596849872674124,4.747325898095087,moderate,clay,5.203519621596057,48.90972926494975,good,rice,9.223602516264847,reproductive,10.4694707078438
+20.13332346767,85.65829795140884,14.87766221885004,9.222707827413569,low,sandy,37.59456505560149,51.953766747106656,moderate,wheat,17.26957715592004,vegetative,24.34149974122067
+27.07599243897225,54.44009523019564,4.826032845099279,3.3070544621310622,moderate,clay,34.7451739392898,29.68976332595681,moderate,rice,4.717714877164978,vegetative,8.116090272550416
+21.713343901690184,89.93068963107787,11.71114374639737,4.526058485391628,moderate,loamy,26.08999603321236,37.05358911064892,moderate,rice,5.3790029662729255,vegetative,8.07842966800432
+22.186541622431253,64.75320211365347,13.773783018623348,5.990155612441045,low,loamy,11.15929758362937,30.706399180252937,moderate,wheat,5.027085257574679,vegetative,7.472531325451997
+31.418901586863928,32.536139654156074,2.803128434042605,8.206804457184782,moderate,sandy,39.4047051742509,24.696097799032607,good,wheat,12.262927659015494,seedling,17.31344279965924
+39.21343329249731,65.20528780148328,7.168514847602976,7.990392840824255,moderate,sandy,8.228888993856753,50.66885159256168,moderate,rice,8.16966069639249,seedling,13.187159042248537
+30.090930013984377,46.4743617407758,18.11096563207832,3.685734994596028,moderate,clay,45.30058761887307,47.85186780929199,good,maize,16.877719166216867,vegetative,21.66318314416143
+16.924486676624156,31.948879322153683,11.34346200370403,3.153885572894371,high,loamy,39.80571651327025,34.266431486642205,moderate,wheat,12.89712106363488,vegetative,14.20832255200518
+16.889590346351675,79.25119828167979,4.339954921206337,4.431756834352786,low,loamy,38.34335725455924,32.77754611998545,poor,rice,14.390124916824757,vegetative,16.989243776807623
+38.78558052113915,46.54377821884536,2.4556959623830155,5.87003321340722,low,sandy,38.94774080914379,19.00818473879832,good,wheat,8.228483353892194,vegetative,14.66191884134609
+22.43226975768334,77.79291324278991,10.364537869497552,6.312040358606005,moderate,loamy,8.04079576436987,41.86366800205119,poor,wheat,11.360419361966995,vegetative,14.133581513620197
+17.301674652061884,47.293054977352014,10.953714460582882,5.433100727642233,low,loamy,49.54770879934128,56.183887099064975,moderate,wheat,9.30137777864972,maturity,10.535357656056174
+29.976114678759537,41.65958123242646,6.688289027092247,7.304720933184056,low,sandy,43.6369828960003,45.94219461583844,good,maize,11.453506033175383,maturity,14.611084515716888
+30.591219457256653,88.43613444626564,12.60832056838237,5.420471548777901,low,clay,27.857004379057543,35.31352471381635,good,rice,14.700544888140763,vegetative,18.355155001885205
+31.212620502967205,51.69871966530117,1.3736937243877745,9.570632079510355,moderate,clay,37.373013989140105,11.93292545283616,moderate,wheat,10.664146324169009,maturity,14.106571404106631
+21.68505069643853,66.08257268658963,2.9027938653228125,4.087750783852288,low,clay,38.26657227549706,56.51414221597072,moderate,rice,4.133482277162418,seedling,5.857899286846747
+15.377767105361876,66.59888956886829,10.925476420225184,7.018976965360758,low,loamy,42.34033779720642,25.40221690134892,moderate,rice,9.304669948349204,seedling,11.024489249513485
+39.1253842363618,63.62840893041011,1.2363138768890791,6.891023509281054,low,clay,16.491833754131612,24.997626049472444,moderate,maize,18.10483148282073,vegetative,22.53306336421392
+21.272326142277564,84.88174461127288,17.618175299822013,4.252597775058272,moderate,sandy,21.742372612372996,33.479802685035764,good,maize,16.994378637400608,seedling,18.657099591305663
+31.900657201313688,70.46646428201211,2.842927409130336,5.293500996112218,moderate,sandy,40.98583859610248,31.45829615587993,good,wheat,17.159592932602912,reproductive,21.60992024274518
+32.66574674696774,54.22398024629581,13.47839748169073,4.923788955519767,low,sandy,39.60427483744292,58.117474852036544,good,rice,6.078685551539941,reproductive,10.16667106574691
+30.250185426987144,81.74282307145644,7.824068834288504,3.3799924801639145,moderate,loamy,28.517689549514746,18.250372741167304,good,rice,4.349303890508509,maturity,5.12947606286716
+22.822684855341205,40.86377394695786,7.995754950844969,5.818361701052352,moderate,sandy,22.82924051351904,44.45610773878421,moderate,wheat,16.825647070083154,reproductive,20.660828416993315
+21.77740634410164,62.65420545662505,15.297790572222876,5.093298024174731,moderate,loamy,48.57991569081373,15.33815993736323,moderate,wheat,14.321140579047135,vegetative,17.923699235041457
+29.941707067567577,87.03302231662539,9.98924268345828,3.426538880537275,low,clay,23.675962579377536,23.84487892476064,moderate,wheat,11.640566512559785,vegetative,14.628967423101903
+36.65239084029229,67.52385779282477,14.513109272877326,5.599040363342092,moderate,clay,39.37935738156844,46.10685892013287,moderate,maize,14.681771758735785,seedling,18.752960232364245
+38.66834322308489,79.01810702849258,10.103824575055384,5.374751746069913,high,loamy,23.56890641832732,50.2021716929448,poor,rice,18.82514718825732,vegetative,21.85372831526986
+17.64764511009394,69.21364353271157,11.858106828105267,3.050925421275678,low,sandy,18.94262736623614,33.44622561472565,moderate,rice,5.194828328571621,seedling,10.667800728962552
+18.870715314942995,80.36225181227343,15.214292557393282,3.049500335344087,low,sandy,33.84485390150246,49.467255422218514,moderate,rice,5.881562641698993,reproductive,10.140672873494568
+38.618406469577,86.66927279071461,12.146174858425509,7.180059038765579,low,loamy,41.34271437566515,56.75635254787842,moderate,rice,13.027731238707611,vegetative,17.271014361256448
+33.413380708369814,46.37530365196421,12.312302187775773,7.652646437736831,moderate,clay,49.16198784652557,56.78937173824201,poor,rice,15.01564767232088,reproductive,18.67528815321313
+37.07484562074433,40.179664875403134,15.78439182855189,9.529443359271236,moderate,sandy,11.700684131896828,27.12372277164021,moderate,rice,13.941044565372836,reproductive,19.113128293864367
+20.06581585338358,59.0394450199524,18.981736316387465,2.6960375236887986,low,sandy,44.42515117860399,25.60699207184875,moderate,wheat,7.317049060522843,seedling,11.437333214698642
+29.68964677773505,72.11174560945295,7.534323078706735,2.942891939026028,low,loamy,28.586386999999856,46.32223260960426,moderate,maize,13.577232075442051,seedling,15.654190310797713
+32.52848986043684,43.63147519093297,11.542343144519023,2.414545027743288,high,clay,9.848411495860876,42.70472513842578,moderate,maize,12.523920758081225,vegetative,13.066940495659145
+32.00279713617432,30.246087025810024,1.725463154670912,6.25782744605544,moderate,sandy,40.74703786242745,29.613255413542447,moderate,maize,3.4105688410783124,maturity,10.766602439275424
+25.203792271667453,50.57610695020232,7.176077611377338,6.981972914361812,high,loamy,19.919499038572944,21.43366520726708,moderate,wheat,13.58003488652994,reproductive,14.13469017367862
+15.384872292282711,88.1315601280673,8.24098451778772,5.228187615457261,high,clay,44.07124132160793,40.92159438222914,moderate,maize,10.669137528218291,reproductive,7.8995599507291265
+29.573151420106576,71.6980476363508,16.70474633648102,8.383217767689061,moderate,loamy,12.101084264616931,31.511949620086103,poor,rice,17.5062712132383,seedling,20.06700340750442
+21.32753847949022,54.07952663647343,10.267848042513537,7.493595488030401,low,sandy,36.99912579354988,16.605672080692354,moderate,wheat,14.140677189753424,vegetative,19.61011783619105
+26.25635615357226,41.55456584081042,14.621327465969156,9.88672336757488,moderate,clay,18.535831710810378,41.9624375853415,poor,wheat,12.294579533702596,seedling,14.817169072613336
+38.93952537709544,51.36538042528482,0.3801480005134272,3.103159866397429,moderate,sandy,16.58069308770667,44.88372058960557,poor,wheat,18.223532490084764,vegetative,25.0
+24.975882941060867,40.19036599807488,9.289853392566313,2.466525314740011,moderate,clay,7.261707346177845,28.211600503723613,poor,maize,14.28555124031382,vegetative,18.45076422861937
+35.995040166610664,36.37834927877709,18.026353303271684,4.198429644555103,moderate,sandy,26.685890470278505,51.59772035550263,poor,maize,7.259414822487406,maturity,13.897305869316362
+19.71351514373128,84.40454235435323,4.486278186115702,2.1524015625347523,high,clay,22.617608914245764,13.683654163065045,moderate,maize,10.948802987769133,reproductive,10.331273574380074
+31.81151245062572,89.85902030252842,0.6304437061422585,9.4608914229321,low,sandy,7.776066066903528,34.79548899947369,moderate,maize,14.431537590751892,reproductive,19.39549540056357
+39.42517386097359,39.84686637574742,8.66817467426953,4.431613269505403,low,sandy,15.19890126589343,57.8167236308553,good,wheat,16.951828342649016,seedling,21.3312452392569
+17.54732752182342,33.271353532696786,14.088636412951908,6.419441335771671,moderate,loamy,26.92723311626632,19.523156835599124,moderate,rice,7.816981194775856,vegetative,10.964278380269588
+15.2079985556798,49.78386642877274,9.089270136829391,4.544557063029935,high,sandy,41.37221318745426,18.61621209636117,moderate,wheat,15.3505402940155,seedling,18.386667727393117
+25.83956981581536,57.69955084568492,9.199566270225317,3.966468975910588,high,clay,46.82515475880823,28.934834289190523,poor,maize,14.607593405779715,reproductive,15.09184717713857
+17.31563707628418,42.28927482455127,13.39610082476639,3.21891779179904,moderate,loamy,28.18994778267368,23.404202128942718,moderate,maize,5.501553390069594,vegetative,9.574440971081977
+33.70960874190578,48.08549470791351,5.08777616566098,4.562927362633085,low,loamy,23.148803208917712,21.07666968358656,moderate,maize,5.599412362594065,seedling,8.458997861579958
+37.863716596213976,42.05224414149946,15.03779583283955,6.923351443263797,moderate,loamy,47.96394917680822,57.49215307661117,moderate,rice,11.52888246706055,maturity,15.916706227475574
+25.85052431771897,76.45563410594707,3.0622706181146686,9.772969597500222,high,loamy,48.32880775646164,27.2423886624508,moderate,rice,9.989540180139231,vegetative,13.299237397701075
+21.467791053886025,72.75467659483564,7.915012105719754,6.464736322937196,moderate,loamy,13.568555269773151,12.99190373506798,moderate,rice,5.270850451632697,seedling,5.331151785900569
+25.860082975165245,68.0970909456589,13.12016216941836,6.261672528792041,moderate,loamy,28.91548871944343,54.98908575682919,moderate,wheat,4.490176847797603,vegetative,7.337179044061589
+33.086195446250024,53.23307142475228,16.567380144603952,2.282104144841175,low,loamy,41.94095364221969,32.41230238244242,moderate,rice,18.259653307489515,vegetative,24.11570986926258
+15.226354039509276,84.54245647885415,15.830621423301103,8.720792125341543,low,clay,42.00165486109164,46.79708811264001,poor,maize,6.256341059476814,vegetative,10.658882921267402
+29.73634973711743,88.1719524921012,14.433711986153956,2.358730999980586,moderate,loamy,35.82403773776506,28.367362362664057,good,maize,9.248698110634209,reproductive,8.733226999072345
+30.33229212218448,40.41835875752472,7.181927670727822,9.249858192827832,high,clay,26.21610125658475,56.75845184995731,poor,rice,10.924631228394,vegetative,12.193061047337546
+30.942206172398382,43.380758484712686,2.446086325874477,6.309373802853743,high,sandy,23.164542226184054,24.39001277195544,poor,rice,4.411481885708099,vegetative,9.314672983839817
+21.05055199952193,61.537861680022175,4.3366843538598125,3.347732841872284,high,clay,41.28854762738507,43.13833216105965,good,wheat,5.3491195246339895,reproductive,2.851538945162486
+32.85131808445317,35.47503415693472,17.2966762915297,5.61365913605167,moderate,clay,15.157542910960077,51.21724623602454,moderate,maize,11.9323256869996,vegetative,17.014544047929277
+17.28478715829441,56.18690392938677,17.146627402653188,9.959875845465586,moderate,clay,24.279344992347767,21.89663922541147,poor,rice,14.889525993464725,vegetative,18.83021100226232
+19.98175841167002,64.90747588666261,19.03121705078032,4.440662816352744,high,clay,30.50891140825984,50.07554206686056,moderate,wheat,17.3561739436208,maturity,16.52109745652157
+36.93675116636204,61.32441426823999,1.519773037910832,4.155678148388629,low,sandy,42.43027640512278,49.61380055181263,moderate,rice,17.66263493310266,reproductive,25.0
+33.46807876816416,49.854514984681565,10.736181705549122,2.9440471603400478,high,clay,21.823255677314364,58.21118009226857,moderate,rice,12.265487516244498,vegetative,15.06709140991684
+15.34363885028363,62.54674836463241,12.97366089808467,6.777138790326711,moderate,loamy,29.68950936360949,56.14059576883724,good,maize,7.875586821063889,reproductive,6.597176481981466
+21.209406509245007,87.52805725553087,14.213147541337133,2.7138159921117038,high,clay,17.562372669598467,29.43043625314041,moderate,maize,12.852593354668556,vegetative,13.144409904950358
+20.360162074829116,42.36104425748256,12.877264700208604,8.128064510432617,moderate,sandy,42.66107039458747,39.52718771811563,moderate,maize,13.590888980545856,maturity,17.770088400320414
+21.770158200924318,69.28988150364022,15.40022779804564,9.353788114644464,low,clay,40.34935567737496,56.2647160789591,good,wheat,7.877416786629032,maturity,8.050769830083746
+21.18899425699716,32.60380164936311,7.189431525786832,9.454968889723997,low,loamy,41.90442151071461,10.218783643147502,poor,rice,14.342759722967983,vegetative,18.00999592019837
+16.563157393571142,33.984984268886095,3.588655442709643,2.8633300230195022,moderate,loamy,7.586432801206029,41.3675071038526,poor,rice,5.9611076739146025,reproductive,6.885102987188476
+26.47351291492051,63.10969345341511,4.09166744300877,6.46610077882375,low,loamy,26.91041603583731,20.76817550677231,poor,wheat,8.028831336593132,vegetative,11.73196626182848
+33.31833686965413,36.29635081967697,0.2395737894032867,2.776878839217333,moderate,sandy,11.112926871432652,46.93830051315247,poor,rice,18.81115224743232,reproductive,23.99116840538229
+30.16829311793591,31.34080730561144,7.006437442124447,6.576129131874378,moderate,clay,35.31921988006383,49.82348455549087,moderate,wheat,11.670492827051598,reproductive,14.601953748076667
+31.821791714952,40.29077985888133,1.8348810175995456,8.519844681676648,moderate,loamy,19.0125918053502,45.64796185202461,moderate,rice,5.558872619692891,reproductive,10.33188670476878
+17.02872946340598,63.89095025997447,6.429773855803818,6.3023212984262775,low,clay,39.85593048386481,59.8039000996778,moderate,maize,14.363117011663588,vegetative,17.11463288077136
+38.78726775441968,72.20045727113595,12.564201543324955,8.976430608853448,high,sandy,7.93251071591725,33.96288129964233,good,rice,6.905143749987012,vegetative,11.937251534620488
+35.96229584607562,42.1487138484828,17.8895611117364,8.413394838795021,moderate,sandy,28.096724951823354,38.06727386619142,moderate,wheat,3.5925095075198543,maturity,9.28333403463679
+35.12725796239157,70.09556623249047,16.79210901981033,4.212386799519427,high,loamy,10.564932094026062,30.449621132254503,moderate,rice,17.82234436479561,reproductive,20.33580809272536
+35.57459512604419,40.94857986595376,5.053484239151538,7.040818263059533,low,clay,30.10545956204957,58.69915770786734,moderate,rice,10.38515173765613,seedling,12.960398414776709
+38.31776270331903,66.80744559787543,2.681662843960939,2.0592970118090514,high,loamy,32.33081639425362,56.137817550744245,good,wheat,16.215306498495053,reproductive,15.47123400849078
+28.60634915284244,54.71758079374793,3.861445475934626,5.168335327398915,low,sandy,25.79645855065356,59.33183900751487,moderate,wheat,17.526374785715387,vegetative,23.24764689536677
+20.00705044669065,69.22797056001701,19.41973303807214,3.9036813422743615,moderate,loamy,17.584097741396377,59.24456013529254,good,rice,12.74957134465247,seedling,10.685240683918355
+30.41959019631353,89.70316514875483,10.989489593709816,9.49693076754789,moderate,sandy,6.454753640081729,54.77283923489094,moderate,maize,4.647234917251357,maturity,9.57588369651286
+33.57203734169848,86.26901791395372,3.6500444600114967,5.24311209378528,high,sandy,34.79513567363493,56.5438764055958,poor,wheat,8.443769123742834,reproductive,11.381580792059104
+33.44793483385064,30.256905470166217,16.814923093736304,7.232515427379845,moderate,loamy,44.169885329841065,15.994058641537896,moderate,maize,7.299718717292708,reproductive,10.84470876327899
+28.036225604172003,83.12632586173834,7.903824886251098,7.855852874188858,low,clay,38.014149654818354,18.67640175817036,moderate,rice,13.270888622551,vegetative,17.768181228053063
+16.711467983339453,33.98944771048599,17.984443039494547,8.18570030945206,high,loamy,45.18581051219327,54.25937901620286,good,rice,9.984628679925027,vegetative,10.013980664354852
+24.2778234607532,87.18279516959069,5.21354253668973,7.886201536140231,moderate,loamy,46.827540646145,46.340023104650776,poor,maize,10.00830326092028,vegetative,14.04738920911938
+38.01916521158393,46.90954074598108,7.864435176084723,4.313320487901878,low,sandy,25.22959093699076,53.7494355886303,moderate,wheat,14.127739232307052,vegetative,23.078374036903316
+29.61122274393565,52.922089824676256,10.098955255801693,7.488541573833777,moderate,sandy,36.40961148201643,48.50167578368789,moderate,rice,3.541342711990222,vegetative,11.38857879712432
+28.458298581392835,35.49829231054367,17.852306681780632,6.392075858098266,low,loamy,22.88204371293476,16.979177648157282,moderate,wheat,5.248803035735392,vegetative,9.166549580664082
+21.72133785955484,36.736365499734575,17.375148632101116,6.778981318380151,low,loamy,46.37942195077453,55.82828514200203,moderate,wheat,18.104942237871256,vegetative,21.09184589071877
+24.211222997914472,73.60443391375918,11.487101406077558,2.006516938470039,moderate,loamy,30.33377862978032,48.56142624670783,good,rice,17.214667424128173,maturity,17.141179177123878
+37.383652228829234,86.6599341448975,4.435510195617813,4.066060807622852,low,clay,38.86025039374432,38.54030987900048,good,maize,18.99866008158279,reproductive,19.97520677978113
+31.66157618817089,66.64490969725857,8.067139434757502,9.445469573725244,moderate,loamy,5.653320339870081,36.618078422324544,moderate,wheat,6.565303543793478,reproductive,9.24514261337205
+34.684675668808325,72.95100093160866,19.512661307310108,4.320608666445806,moderate,sandy,30.899715179180788,38.68993378844375,good,wheat,8.79761951628834,vegetative,16.037004850590204
+26.358635576691377,75.7181846758292,12.15546447754804,5.504124177997141,moderate,sandy,38.38959950547628,29.520847158227056,moderate,maize,4.901126495489504,reproductive,9.4498282506139
+30.75618048640395,45.7688564731765,15.621955102483934,3.4933918575659284,high,clay,16.56527790821238,50.16096697467783,good,wheat,13.886545598640003,seedling,13.187081607239884
+21.20959021858019,32.713777855212896,8.997293907228395,3.108820415229518,low,loamy,5.646828617991103,55.45087503947554,moderate,maize,16.284911137395362,seedling,20.051800774516277
+32.636520757087155,30.112364635150115,10.640145509336127,3.669351749109641,high,clay,38.46347445138666,22.645751059841444,good,maize,13.503470396361315,maturity,13.295062349335996
+25.690033342583437,51.03895697724112,8.579082244650882,6.429178630935784,high,clay,20.213861906859847,11.902360331263914,moderate,maize,13.140449747518092,maturity,13.703615624320683
+26.06363787036864,44.48785369195296,14.05841996123936,9.352229211120864,moderate,clay,24.29553234116976,20.146370201203943,good,wheat,16.64192222268336,reproductive,18.9612294007069
+31.233058114422043,33.73906350295114,17.029420277737547,4.609593439169522,high,clay,30.2923586277212,47.86693210208455,good,rice,4.501014474040148,vegetative,5.584119029166573
+38.407015536723165,40.77169754962,10.147270864491272,4.587263617663768,moderate,loamy,9.961302464194612,53.42005265509375,good,rice,15.616517559063745,reproductive,18.19405453571456
+16.600158665215524,37.46993389607687,9.617349172724516,6.513124695094946,high,clay,9.6598699652007,27.4282756332767,moderate,maize,18.1734019293482,reproductive,16.603527259617415
+35.61858093367519,84.89270283704222,6.805729341967939,4.853941741545082,moderate,sandy,48.23962022345511,17.61935078158783,moderate,rice,13.981474986190529,reproductive,19.33444728022659
+22.309577760304823,38.41603280755014,3.541933885881676,9.283328383871904,moderate,loamy,20.250342788696152,52.92670267101448,moderate,rice,14.627716854876258,reproductive,16.11860406068087
+26.097986362659448,62.25890783926075,18.784954457502177,5.022784341138095,moderate,loamy,16.498618074637662,20.73214287744621,good,wheat,13.933760454488905,maturity,14.89344600697874
+15.547833219375224,65.58635730672987,6.3215943735901,5.923538020155736,moderate,loamy,7.148215390534432,22.093709304357773,moderate,maize,17.004687579645584,vegetative,21.984189847497912
+22.526151945857823,62.60936746251802,16.013829271485708,6.267114271763287,low,loamy,12.826792284516314,14.630629401234891,good,rice,9.745305215752389,vegetative,11.086228164572889
+27.565781065753264,35.94338605295928,14.306940425749485,8.25654236104377,low,sandy,24.390278857571477,55.51621102009618,poor,rice,17.5882283724075,vegetative,25.0
+16.404401933685975,49.12790170503307,15.81835200556258,6.511247515319069,moderate,clay,20.393299554523463,26.33616703861024,moderate,rice,7.591674350403721,vegetative,11.593629194655916
+27.27739323457913,33.0762199477892,18.735362667442047,3.913240801178593,moderate,loamy,24.106178627021915,18.592067635502367,moderate,rice,4.958005357253378,seedling,7.588135308716051
+38.17776572146069,53.74019484577896,12.467415204417945,2.9918976530109385,moderate,clay,36.67593700556016,57.68224606856828,poor,maize,4.047227622246721,maturity,7.599918667270438
+17.63483045269513,41.31593587629552,17.95900686764089,9.502196373511712,moderate,loamy,33.88052715285232,26.776021018747468,poor,rice,4.672073436068922,maturity,6.739897309319958
+34.11101820188761,63.69795199706279,3.3539464582458733,8.41250395711286,low,loamy,27.191888044996453,47.37429241976757,moderate,maize,10.75647238419262,seedling,13.556149337576851
+25.241776334399816,71.56850363094603,12.534251519135752,2.183721682311326,moderate,loamy,41.6669672852803,21.51977943695881,poor,rice,13.118660726085926,reproductive,14.498919885222058
+31.37934286310845,61.92719161228239,15.445512258292254,8.57223187458838,high,loamy,43.57960479363328,46.3412887778512,good,rice,13.805641389066516,vegetative,15.94382559619369
+21.505914949630736,56.05420179668374,5.432822614883481,6.72478235123815,high,sandy,31.586570334974027,21.60811099350028,good,rice,12.59732728102458,vegetative,15.551495243263664
+18.98730656353396,53.24000525140154,14.8150760258393,6.151153880279547,moderate,loamy,10.2906960537952,41.8869991578473,poor,rice,6.517659566159766,seedling,8.020238943825426
+19.01156535678066,80.50150608582022,15.569536582324735,2.0978334321884717,high,loamy,23.27806451305181,32.04315151880627,good,rice,17.7169849430022,seedling,14.3124513816364
+16.762298641078615,43.162083903916205,16.623759120328895,8.246912451075321,high,loamy,33.550856608734136,49.93588947209373,moderate,rice,6.585647315503772,vegetative,7.762293294896369
+19.641167622531075,74.05310037173213,6.257658251918656,3.584520113930001,low,clay,7.828295495736121,46.51359155132816,moderate,maize,17.037423623101233,vegetative,18.836284422774025
+31.605484624724205,75.44893948440713,13.632131803366184,7.823849705552632,moderate,clay,5.895793949469132,56.77428120858621,moderate,rice,15.140645203651086,vegetative,19.69179401058325
+37.042265296087706,55.15200043624407,6.0850656681952415,2.126945978926538,low,sandy,47.67504845637848,28.831115419794724,good,rice,9.039269761969065,vegetative,14.266332516535952
+35.353142139779045,47.83803595353836,14.780807749969108,8.370829197329488,moderate,loamy,37.85290976586401,47.71675633341729,good,rice,10.174668553270823,reproductive,9.988885632712249
+32.12835774686211,58.23248916275851,9.259473302914245,2.1843157468403245,moderate,clay,11.889852350948589,58.44217658828028,moderate,maize,16.833192074432297,vegetative,20.01176049581833
+17.760796585277568,35.59283555356191,11.9508874905444,3.887143232580153,low,clay,25.03069116675096,26.81545137872181,good,rice,19.748748767384228,seedling,20.12483202461352
+22.229686157398746,32.7558019337454,8.316799628611378,4.146225700101708,high,sandy,13.710077085883668,24.500212190709803,moderate,wheat,7.134410786022013,vegetative,11.06077039068568
+22.74517188306172,36.69619196711351,3.239658538596486,3.260069104855411,moderate,loamy,5.46284306457555,48.45253933523799,moderate,rice,14.707831396348304,reproductive,16.487351778489238
+21.24892365994053,41.22870188773357,3.5605905921072734,5.848465569562952,moderate,sandy,22.626190845576467,32.27607011409137,poor,rice,4.263390376401237,vegetative,10.337881347485586
+27.87514149274308,60.25060922028258,1.55137814524269,4.269503676933671,low,loamy,34.177313136576686,29.93258822132792,poor,wheat,4.374218001847213,vegetative,8.986949213324982
+28.388845371991813,80.94819816966734,12.361453594433236,9.946303805818054,low,loamy,47.93579699018213,37.28062570270033,moderate,maize,10.66667440722528,seedling,10.932017370703944
+23.922149379277755,44.13853991998122,16.972767959061187,6.639750346923512,moderate,sandy,39.64256235346496,56.77653695067645,moderate,rice,3.31226340784688,seedling,8.21033132359545
+23.844728968410895,86.10972064480669,0.4167365252416188,6.531822600433924,high,clay,15.356218877741645,14.192509060439487,poor,wheat,18.4777115052694,vegetative,19.59013479220954
+35.713889947652035,87.29447453610021,1.32479004176707,3.7669570408516417,high,loamy,20.129534935679565,33.28429319396746,moderate,wheat,9.567487881282362,reproductive,11.000808411770228
+34.73232120799214,87.53427629071231,9.149339846058206,5.269515509719291,moderate,loamy,28.426123044188024,15.507051251611616,poor,rice,9.48068108939583,vegetative,14.685473341815577
+22.69489579201864,80.25376408057943,14.754414723363787,2.99182395488,low,loamy,13.607281178897226,54.17930298539496,good,rice,8.538811232987873,reproductive,6.363544677283384
+37.84471109683148,51.829502447863234,3.1541528942390262,8.10023401800309,low,loamy,42.48256207176559,16.835062064055407,moderate,wheat,8.080661805613484,reproductive,12.52110111252287
+38.82037542506265,34.36103466015739,5.433026390983877,4.649273969227815,high,clay,12.55842107802006,14.485169351943563,moderate,maize,4.585805219188028,reproductive,7.157902136603781
+23.16856355075102,64.1291239059897,4.640124025636143,8.015726667145682,low,sandy,18.04878702272864,58.18771982977484,moderate,maize,13.32644283864585,seedling,18.46099472446075
+23.86062371982637,63.520886636234025,7.981024373423082,4.973567999435804,moderate,clay,30.9920299667925,38.16714207712221,good,wheat,7.307371337053335,maturity,6.166729640712662
+27.64085383554897,80.99854602657572,4.499973540351423,9.910057920918764,moderate,loamy,10.545081416007626,51.29464654927425,good,wheat,8.89962499450148,seedling,9.864640606160425
+38.52802031334184,89.75946305676631,7.05197357089506,3.3689729780369744,moderate,sandy,33.10767236401802,33.512839142363546,good,wheat,8.714125335426694,maturity,13.869014090738872
+36.90798582855778,60.48943839360885,14.570851973238884,2.0121911510666504,moderate,sandy,47.4901340983191,31.782092527752173,moderate,maize,8.773581626021969,reproductive,14.540983042806412
+17.564199064589744,50.71224186238706,12.220184969083782,6.758604331027086,high,loamy,36.11911416738744,55.58048798346472,poor,rice,17.949956068784175,vegetative,20.14326876961125
+24.818268581785404,41.15410269337602,1.623634107833858,9.623625600702706,high,loamy,41.57530662559734,59.49362848746418,moderate,maize,11.006460198679482,maturity,12.762843185581453
+28.834279743744297,30.287989489042243,12.754913324914355,7.176432439247835,high,sandy,24.732247617435387,40.9265940480052,good,wheat,11.669599621272695,vegetative,15.357558173496924
+27.578311813788503,60.54682154933275,9.54154343118427,2.685788181985448,moderate,loamy,21.43927624028128,55.90941703509841,moderate,rice,16.328626760868087,reproductive,17.58815740567178
+19.84657669842232,63.33112000215574,18.691311494142774,6.323843059729803,low,sandy,19.787121080363065,53.135930467527885,good,maize,8.233940759021976,maturity,10.877860557944969
+36.47041927920387,79.49630878904384,5.786086342081065,9.27589548910182,high,sandy,34.72093288405314,37.20049442311557,poor,rice,15.928892989458236,vegetative,22.30997262427129
+31.92351957492093,60.27461807356804,14.5233283939832,2.052048543040102,low,clay,28.33410556825777,57.05518472571974,poor,maize,6.068367237731351,reproductive,8.643424182439158
+35.94770937129509,84.98810091996339,14.6172164608914,3.3352977027023902,moderate,loamy,26.254373828365036,20.502808110643148,moderate,rice,15.041979070083242,reproductive,16.828317225601765
+36.46910698373681,67.68500859428613,4.430015620183747,8.51649244882093,low,loamy,9.533574153926043,54.24225330491124,moderate,maize,5.445281887982052,vegetative,11.579199816176487
+33.708896341643495,80.42017429326499,18.064472499418724,9.151256852619865,moderate,clay,35.301791932643894,25.467820548268577,moderate,rice,14.711485312008822,seedling,17.107608732247478
+25.980265031242933,38.89810408846483,9.82366400859206,7.657284966946167,moderate,sandy,37.642231339390925,11.52577767243512,moderate,wheat,10.97031200142086,vegetative,18.784282276846103
+30.26366887538561,81.32016781813888,13.577667337786048,9.932481309118566,high,loamy,13.8289230774782,49.354377781810015,good,rice,4.109312354133663,seedling,3.4664648010431653
+19.00913515299358,70.5086312666309,2.917111177670091,2.7217274366925546,high,clay,39.1867417779709,56.50087586262792,moderate,rice,13.216379260929612,vegetative,14.231497667626446
+31.84113543687269,40.21398194629983,5.156078339839385,6.365412126692482,moderate,loamy,44.57273181705352,20.839124335176592,poor,maize,14.754055402476531,seedling,18.158717953415845
+19.48133139348202,41.385813488760654,11.722142358744456,7.47995778118069,low,loamy,12.8580695616176,36.70427936938022,moderate,wheat,6.435983913966399,seedling,9.702054223714605
+32.34873976275392,85.59003714265327,6.38054536746699,7.621157762952703,moderate,sandy,25.34187565231089,47.46733481282041,moderate,wheat,18.89983440054032,seedling,25.0
+20.739954018849215,31.93292162702237,9.993858371419469,8.34787692275346,moderate,loamy,44.42833321721571,26.581179400681435,good,maize,6.866379694716668,vegetative,7.502039646377578
+17.938782503755498,57.752096597742366,7.480103987465785,9.341008360795064,high,sandy,26.928411879136892,17.3459176653908,good,wheat,8.292761401980144,seedling,8.833255697629706
+19.132112253573936,48.80851739604609,12.81107593288096,4.893131564936917,low,loamy,41.686416754657856,29.612304835865626,moderate,wheat,15.511670287070585,reproductive,16.244904228901856
+15.049803380476757,69.90464639990569,9.742907255616178,2.3437071424610867,low,sandy,14.708880487549113,32.82850340131043,poor,maize,6.405925352194382,maturity,11.415595891921878
+32.96849044633825,80.37776325413952,0.0921987194633633,4.899535315847666,moderate,sandy,7.876905858170231,47.1110464550568,moderate,rice,18.661930610309625,vegetative,25.0
+33.31002622645948,51.62268729339417,12.99361675890768,7.372918107097879,moderate,clay,7.676008187984885,19.934193135823744,moderate,rice,13.896351783515868,reproductive,16.562111562100505
+27.873333747831488,55.61412523937023,8.442431141003635,3.707648698669148,moderate,sandy,48.75603695186341,50.75560969921631,poor,wheat,15.730280988552858,vegetative,21.46206952965261
+19.03407002638459,88.91506707008486,6.833966809804457,8.479783612469683,low,clay,12.412301580457598,35.10895548665928,moderate,maize,5.022539495547139,vegetative,11.09787597251374
+17.088858437767243,77.03499058075217,1.8829350456644711,3.758115661782647,moderate,clay,43.92010362902204,55.194525810501965,poor,wheat,16.968797049707305,reproductive,18.01552919935717
+15.478224160932175,83.83224785590748,4.407393811329829,2.0805072190413867,moderate,clay,19.207786841156704,38.28929661068341,moderate,maize,12.670204189357506,reproductive,13.228054948637704
+19.14370442413052,56.32573323909779,4.475445831617069,6.064646193788635,low,clay,6.803984794703556,32.34272908402791,good,wheat,16.082155956513063,maturity,14.42066809588899
+37.27138837457866,44.044572239046914,18.70738998809458,7.81169257122896,high,loamy,15.84397773562998,24.339682308410968,moderate,wheat,4.21743146188979,maturity,5.678861885922233
+21.038421042542044,54.7118079231871,8.650259494930935,4.797242724294672,low,clay,27.747162653356757,15.312120157307216,moderate,rice,13.343904933242577,reproductive,14.844980800760895
+23.85678318043039,72.96551506989081,0.8413169443034008,7.991166396294294,moderate,loamy,9.80473223113212,28.58516526920332,good,maize,14.72323785993722,maturity,15.007611597719546
+17.63363711203333,36.56582429015876,2.7763336448664178,5.507234672968066,moderate,sandy,46.49735086736566,30.681162727466333,poor,wheat,11.410552565219623,seedling,14.416519412844943
+20.559032618704254,46.22814633699053,1.5806535146582412,3.3737169384538834,low,sandy,45.49482687872289,38.41434690872195,moderate,maize,17.200079603483587,seedling,20.126925814231143
+27.98061426950513,32.798154027695425,11.777387804144226,2.72446715039164,high,loamy,11.711636340731651,52.99255809515116,poor,rice,18.973461422481137,vegetative,23.136776539799577
+30.19381707739132,55.94086430028789,3.7324298313365354,7.684697319258779,moderate,sandy,38.16987675198451,33.19074978053324,poor,rice,6.789828464419031,reproductive,11.080317615614051
+21.133807854155275,79.6467441587768,9.97115280563552,5.085718300823023,low,clay,25.73187421804997,25.714226235657563,moderate,rice,4.031375298810691,seedling,5.872844860337164
+16.44330398062793,31.479821297880648,7.401241257399511,9.302190143390163,high,loamy,49.19571995364145,53.662930605160646,poor,maize,16.141948996129614,reproductive,15.190450459705437
+24.775821728184965,70.51941160842996,16.07752754288399,6.322040468591598,moderate,clay,7.493193097225065,46.69590190389884,moderate,maize,11.171693642956663,reproductive,13.939196791527865
+20.855084273158354,85.94975247082438,6.409792745307246,4.787459345765621,moderate,clay,26.19655674190536,25.351483029009174,poor,maize,3.986883308138664,reproductive,5.403601801334096
+20.48884808074505,44.21567169067094,9.165309647936166,4.791927415917785,high,loamy,17.846287832349734,18.347284930909577,moderate,wheat,4.515147567732433,seedling,4.21391845623143
+38.99657006783638,71.61809044365889,14.425710971956516,3.051502915621193,high,sandy,37.68702713612695,24.55137026298606,moderate,rice,6.871737207565704,reproductive,11.198183869188616
+30.407512148143105,88.50611406601202,8.667024138612787,6.750313228713253,moderate,clay,10.001041566603435,16.18188081243506,poor,wheat,3.0772662553071184,seedling,4.462048079544477
+28.9219610793024,87.73668360914779,15.86431072026378,6.657337083282577,low,sandy,33.264890895581345,55.17081687734499,good,maize,10.99106876389735,seedling,13.345201266158735
+25.39437758808305,44.0957515817486,13.233687124733295,8.399949535491949,low,sandy,47.66267069432273,40.586343557417095,moderate,rice,9.29510232657929,maturity,14.14976560287438
+25.723608335753607,36.019863192724124,8.21058227893432,3.6095756997366086,moderate,sandy,25.424619176021885,53.17562729563563,moderate,maize,3.777251789210976,vegetative,9.458588034368548
+28.522625095952023,38.89695227375496,10.079638513727254,4.326317139806619,high,loamy,25.44037955840033,51.01804360058074,moderate,rice,7.097030327129612,seedling,5.440815734085565
+32.41074517590268,72.12214010892853,19.34406911684387,2.777903752764653,low,sandy,27.30660398955913,17.661779065097207,poor,wheat,15.580557562930718,reproductive,21.244828657041207
+32.55365240454574,73.54553252719654,13.232229930167849,4.362737618151254,low,clay,23.706869821874356,32.15006325929596,moderate,rice,16.725880000159645,vegetative,20.97213897374787
+19.29234769263624,70.45419369769195,18.099904519446497,5.424816926035206,high,sandy,25.13641713578339,58.60316969226903,moderate,maize,3.06867519659264,reproductive,6.269089323045058
+27.502818801915677,50.16470326453428,3.575170069421288,9.71222724763187,moderate,clay,25.845740550454423,21.689715114031152,good,wheat,4.808614946417284,reproductive,6.401501943430752
+25.29895237585255,40.186616385487326,9.664723124903038,7.224528022999307,low,clay,49.912966522547606,12.51194499027303,good,rice,19.97047061472918,seedling,21.115012334740836
+36.76317415673461,64.84566551713519,18.17323339690101,8.262991438233563,low,clay,10.239620818104909,27.300507383946247,poor,rice,14.028814940484644,vegetative,19.55852494533411
+30.78547303045941,59.02082674547199,6.452241228828353,4.604079081763921,moderate,loamy,17.839463571419234,35.54729033721702,poor,rice,14.642805306294726,reproductive,16.33948877604693
+28.312601660399544,73.73004882733821,19.353283962928412,3.156102502464772,high,loamy,14.48542989090711,12.793872362298394,poor,wheat,9.44916720938708,reproductive,10.016673568507844
+17.884866054472933,56.48160472113729,1.9415498094731487,4.053759535306639,high,clay,29.488460020022934,31.33368869892352,poor,maize,11.574557132186984,vegetative,12.18734971351784
+30.140947233085285,50.3183816811881,18.053423405500737,4.051741527994569,moderate,sandy,5.1264020922884415,22.670633316595055,moderate,maize,11.63246553189386,vegetative,19.72523644947144
+17.930097642005837,47.608714641540864,8.904242441317173,6.664922626347417,high,loamy,46.44943870089776,20.605897797551744,moderate,wheat,8.91392846889943,maturity,10.986291466325444
+23.4301643891438,42.68821920298479,1.4748833028232131,4.7317690596402295,low,loamy,28.90044052689576,23.1953566485297,moderate,wheat,14.725570083477407,vegetative,16.237893043557953
+18.571049120358296,45.94478257119968,17.59043185172175,8.85919091466623,high,clay,45.32347416801594,15.269937343215208,poor,wheat,12.734442225101713,reproductive,12.867888283363078
+32.301841175609226,35.689826330646085,5.038804248182269,9.908356153891985,low,clay,20.52343465909045,13.832392756958225,good,maize,19.042834493382635,reproductive,20.48876893779572
+20.156302845903816,50.81142065573337,0.4450025099045041,4.746387242107588,high,sandy,11.746846496885444,39.792274052717765,moderate,rice,3.115881393197891,seedling,5.002303961093693
+24.79648432970065,32.194188741777495,2.7161421113838458,7.640482189496086,moderate,clay,13.653164858083768,57.39153602708873,good,wheat,18.047434758903176,vegetative,21.454162409104523
+37.39186944046946,41.18483082997961,13.182294837995231,7.25989265536295,low,clay,26.182957373847483,50.2370034239375,good,maize,19.13419964602283,vegetative,21.69933122503106
+20.10790958497426,74.80622667716574,19.556229782763896,3.555699901858252,high,loamy,6.812100679974533,51.69493264023353,moderate,rice,5.502674590527466,vegetative,8.819733876899075
+27.69512659896948,49.52813932059736,2.229242791670336,9.344068758565072,low,sandy,40.18118483780093,46.75408006758813,poor,rice,6.773295964008005,seedling,13.108414218085956
+25.48179152915055,70.09422101864064,9.23896096249524,3.59554069750721,high,clay,40.57864632655692,57.79914024588332,moderate,maize,3.8592065042925614,seedling,3.151874422896859
+15.453101026143244,73.01305053583664,3.61273101895065,7.89565705335759,low,loamy,36.58797628219638,57.52752398602848,moderate,wheat,6.996291603352155,reproductive,5.883575595879512
+34.81895283932032,64.87112056392681,14.900730682031842,4.7808771381945,low,clay,45.33529170173913,48.91515558207089,moderate,rice,13.867894457763724,reproductive,16.075736752626533
+16.726147657864992,87.5218644819239,2.3611779952362832,4.936652536071771,high,clay,29.72647669585976,45.797312928990415,moderate,wheat,6.685824263505073,reproductive,6.914258836614553
+26.85637552442384,31.286391997386797,4.796834969617791,5.6435924231116825,moderate,loamy,26.56937655316281,25.26397582680483,moderate,wheat,17.48577416467198,vegetative,23.77909851095348
+29.016957373473748,74.31915903528852,3.9281193529814273,8.916063824441117,moderate,clay,28.812909319651443,14.558319627621689,poor,wheat,18.547512915188204,vegetative,22.468784985257518
+30.71066141536468,87.52719863642449,11.050395607339558,3.122015532089697,low,loamy,13.187915195364996,14.643398700437444,moderate,rice,3.4709868249197338,vegetative,8.378439198937501
+32.21579073269689,81.73630376117636,17.463681840012647,2.4365566226780317,moderate,sandy,28.05310676426208,46.81305380053273,poor,rice,11.617751202648392,seedling,16.610916516949775
+21.33180958806788,40.0735615083008,10.22180402312837,5.216326551310251,moderate,sandy,29.37906588470523,11.418693039086588,good,wheat,3.2659198688625546,vegetative,8.210023257848546
+15.249469416461237,49.60921837510392,1.164869055429425,2.4446807931367047,moderate,loamy,39.40654340929887,50.82046244842409,poor,wheat,13.527295784301336,reproductive,13.681720216721205
+33.086091558872795,40.34711039258792,11.267778611936626,7.500807064459524,moderate,sandy,20.656375533871312,28.32382246073581,moderate,wheat,8.90678278407784,seedling,16.210628465319218
+28.391414983689465,66.07850182888225,15.950419986360188,8.082600600217706,moderate,loamy,9.150218874578051,19.60402695086516,moderate,rice,17.37995311755563,seedling,18.85028445010953
+35.90294258018122,72.73127891876953,2.643123946086454,8.837699158026071,high,clay,31.885812738860945,30.379425234360827,moderate,rice,18.597097154829765,reproductive,19.85575304784478
+35.53470907251736,49.024426161783495,1.4542242868918345,7.950737963868775,moderate,clay,40.4581229316093,45.16361137298317,poor,rice,11.474024463554953,reproductive,14.711199283017429
+36.08315419469708,62.370394439057726,3.756155551151381,9.330811149541432,moderate,loamy,48.63018715424036,23.755530696349588,good,wheat,19.194982242075465,maturity,23.298379050312374
+27.127366499488502,71.4552342042717,14.921726456432548,7.986408981785777,moderate,loamy,9.061455478491007,18.68091876435411,moderate,maize,17.73470260048181,reproductive,19.76519815337962
+23.34070989592164,55.2803889966629,11.83360839064003,9.488605119027213,moderate,loamy,38.58580153146071,46.89421385508223,moderate,rice,4.642776333840673,reproductive,5.919489160037386
+34.78895506478425,81.24093182732756,10.811893079234975,3.5448863536749053,low,sandy,31.812802846986585,54.03406523717239,moderate,maize,9.054034236204782,reproductive,13.990237319676574
+26.282352825731373,76.29299611726903,4.989597892635366,5.998905062941842,moderate,loamy,5.690173182915298,39.27724001982023,good,rice,8.787552361200095,vegetative,12.066904135409676
+19.586054910085863,33.87993263103424,6.6447319049371885,9.951444797639269,high,clay,37.32087221629945,36.19277906211515,poor,maize,8.162042766861688,vegetative,11.804654356372664
+36.37435048903686,67.26751794544974,19.317700258866846,7.452625460341725,high,loamy,6.179056424223349,47.743772533883465,poor,maize,16.555965714885275,reproductive,19.329699326329525
+37.06399691930868,44.119533057584974,4.812504534587713,9.02912894391406,moderate,sandy,40.33652718755413,46.63232653071731,moderate,maize,8.115689292383575,vegetative,15.890570679820724
+26.65774390350425,63.45109588003652,18.03290846510177,2.243150350662842,moderate,clay,37.45949865164779,10.313920127322792,good,maize,9.446523064037248,vegetative,12.789737637201547
+16.892493182744687,87.41330655797798,11.610630089154732,8.974063188547499,moderate,sandy,35.95640404150693,24.092224932817555,poor,rice,4.458083384334559,vegetative,9.233685930304253
+24.69565224792328,82.74372027313501,2.465929327424956,7.581705876576781,moderate,clay,10.399827612420893,56.60064956383018,poor,rice,11.838960920039732,reproductive,13.457893901300704
+35.08844148656509,54.2709841869079,9.34624756310136,3.366043471901685,high,loamy,46.35648307507893,58.01010835184575,good,rice,4.990516935496977,maturity,3.084149768926604
+37.54435071365572,47.4908315006612,18.97097434721752,2.2054476513887726,moderate,sandy,45.45108895036706,35.5143578499071,good,wheat,17.775148085807977,maturity,22.59973408265147
+20.08681856243989,44.064344664495536,8.371311962747171,4.079412625005223,low,loamy,45.51174455311009,38.00450075921553,good,rice,16.572203376470753,reproductive,15.62840032932945
+16.674340300631787,61.9508921853912,17.267731295787247,9.326186871942165,moderate,clay,21.21630751459477,10.032826072964498,moderate,wheat,8.138623308445142,seedling,9.119251127207086
+36.93376132832097,36.85490719548338,5.1285738930341545,7.345063509602292,moderate,sandy,27.14778348755833,43.61700079291062,moderate,wheat,3.077594003551356,vegetative,12.728591932329255
+24.735123474471884,62.95650048769492,11.41844303600746,9.355752834266594,low,clay,10.170290137052326,20.62179237585686,moderate,wheat,4.21551312448063,seedling,5.210268967317409
+28.54402410668908,30.08001836944752,16.877041164039476,5.569206259954076,low,loamy,7.299291094382427,16.395594346215667,moderate,maize,6.705304368710658,vegetative,10.855320505771545
+39.20164530126897,49.430977844750686,18.41376882339391,9.493016761881927,moderate,loamy,7.644986125068243,25.234206496876656,good,rice,11.46865110114278,vegetative,16.351199491943706
+16.664118197855572,43.19605882983488,9.716467343026014,5.703678523560045,moderate,clay,30.594632438782035,43.244609452626925,moderate,maize,15.431103407794255,reproductive,16.287076629014795
+31.20795018630239,88.27312739764693,12.79376204290858,3.634037795346676,high,sandy,19.463141928553227,31.816668558984954,poor,rice,4.681836066101947,reproductive,6.716470382798251
+16.852635564371678,73.63453917419874,0.0596026156466189,3.2111477134755786,low,sandy,31.080002775198324,27.45291435909938,moderate,wheat,15.041527270330675,seedling,18.574580866010365
+24.38672321166251,50.97920282773426,5.064466150267792,9.950494504280352,low,loamy,31.6698958595922,46.34038529709422,good,maize,12.293315365346803,seedling,12.747727001612963
+35.09536362983617,35.570705191837234,5.574242074938915,4.670901291796567,low,loamy,45.81780669685977,50.686004491080446,moderate,wheat,13.533940927509851,seedling,17.305982071290636
+25.83680581889086,61.00803568143744,1.869860233088616,3.2804242025407016,moderate,sandy,44.7027461623066,53.46012340327309,moderate,maize,18.772234410929705,reproductive,21.95078560740352
+39.92955884757376,42.80687287956254,5.593900267139533,2.0672674471260173,moderate,clay,37.33625654675646,32.237640802535594,moderate,wheat,19.199826388295737,vegetative,25.0
+28.97648212366505,62.18577275390147,6.422440661162783,4.284556532236979,high,loamy,41.83265108061884,45.89139609266909,poor,maize,15.535047690196498,vegetative,18.007463704600596
+23.02905381589884,80.12174125073355,19.375320791363865,9.112929148820312,moderate,clay,5.142183786282889,54.260670152767766,moderate,maize,14.77529041342545,vegetative,16.17360842114629
+20.50278314761883,66.94755312608312,13.372047611216754,6.272074565418413,high,loamy,5.699081143380118,55.44531995099253,good,maize,15.966612338874551,reproductive,13.579439711953812
+23.763013357154044,68.02730517270012,8.520101588326884,7.05948041219964,low,sandy,25.63642904916433,34.606069267063376,moderate,rice,14.44155333925766,seedling,19.246969646979117
+24.31333184398877,62.461817343768686,19.761089213910186,9.379128831124262,low,loamy,34.41621701777889,27.76632813664708,good,rice,3.174466048228591,vegetative,4.611003343427155
+16.717841943099025,85.63593795788455,3.064646404692224,6.102719344856234,low,clay,40.73378931324744,55.009303562905565,good,wheat,19.94361566026699,seedling,18.206446962054216
+24.23935498566933,85.9141610652362,9.521023878609691,8.706238766820917,moderate,clay,25.127014108290368,23.071523413242,moderate,maize,13.827876920129734,seedling,15.339559218740684
+26.605962993480624,60.76339206441313,12.941244140980988,4.590666224610829,low,clay,47.30752935794197,49.84237209386106,good,wheat,11.307421465750306,seedling,11.834289172231308
+33.06844380597012,48.345569228610266,1.1116126896815404,9.81681490272976,moderate,clay,41.674336763866506,55.43274508203846,good,rice,10.696902015134114,vegetative,11.889649240287216
+31.4182371180402,57.57522035276664,14.339977161662375,2.630510988099619,low,clay,9.624003313422635,46.98593998323624,moderate,maize,6.981658923932431,reproductive,8.851888630765353
+32.71914138072886,41.19347473173694,1.9973470584397977,7.798636204106117,low,sandy,24.808024874368005,43.99300817096362,moderate,maize,11.108574702266514,vegetative,18.15505581595374
+15.209092046921429,68.18065891908536,2.805646171993539,7.284530294082355,moderate,loamy,49.76952012807311,12.533857989504344,poor,maize,15.468882550829486,vegetative,16.967397271144222
+20.4416849895134,60.005540146934,3.193790249241681,3.5333720468065355,moderate,loamy,23.44738299589754,20.173649485045004,moderate,rice,7.322351373806004,reproductive,9.623395335848736
+31.542107209996413,36.1980286687968,18.577796533110355,5.110751990772288,high,clay,22.38214073837396,43.32848124000489,moderate,rice,17.368994589100083,vegetative,21.103374902220317
+27.09973420449368,41.85886686717692,13.664710902763357,4.502632934216051,high,sandy,18.23361608295382,49.259779415190735,good,wheat,6.582221132839694,vegetative,8.917749208620208
+15.13283689170865,58.77791737197161,13.108550022062085,2.755942946659963,low,sandy,26.89200511053351,13.169548669350464,poor,maize,17.592227938240892,maturity,21.338484327935188
+35.11236606079556,83.2553394431315,11.109869929299842,6.67830418360673,high,loamy,37.843570153167306,10.95297268586853,good,rice,12.927867958232042,reproductive,12.538835480766783
+34.32023933225844,63.98344323786584,5.856119973902056,9.949358764521325,moderate,loamy,7.136236171546779,25.575628694463923,moderate,rice,17.240137068584772,maturity,21.02335290221414
+28.710479074839064,70.89210001250825,12.417794091987028,6.476705128427114,moderate,sandy,42.607292890821086,42.24775375465364,good,wheat,10.088081717820382,seedling,14.622553022967567
+16.6615831444068,50.34171298463458,8.202994397772796,6.362079255034896,low,loamy,46.29108243607729,35.60213215103265,moderate,wheat,8.46171383291182,reproductive,9.268882501037035
+34.16287623831462,64.28468358265405,2.9083230018522976,2.3225096588363865,moderate,loamy,40.14916505304605,10.417965785318096,moderate,maize,14.859811248808825,vegetative,19.72042798189824
+29.5928396932841,56.84278935828405,13.79194580655466,3.1137617869095235,low,clay,46.20356953905592,17.580608423332343,moderate,maize,9.170503548623556,reproductive,12.65490552304362
+34.548999428948974,69.54779475738964,2.5916433585984544,6.105752712818088,low,clay,9.270701501060936,47.61004274004386,moderate,rice,19.19726207351967,vegetative,23.543493863666672
+33.79367480989601,33.034533964740625,3.8133716204234647,9.88142851347257,low,loamy,25.25484273133793,24.88308525354634,good,rice,15.588759050797709,reproductive,16.217729917323776
+35.07505179894593,59.59801297433755,16.353986236952117,9.012861883694873,moderate,sandy,8.196910542192299,15.85943540911114,moderate,maize,10.301042730127175,vegetative,19.339801860764407
+27.95020166011562,47.75955750863802,13.20234192250308,4.72167297098534,moderate,sandy,42.65761816817509,12.543171294066337,good,rice,5.948861980664423,seedling,8.720279262188628
+18.508112954837877,49.57110367667456,12.619823084272848,6.34403403382502,high,sandy,47.86460424872008,52.5221110489957,moderate,rice,12.461209892721172,reproductive,13.091387457989972
+31.778936834492217,87.65504589348369,8.364055686854481,6.421617778033093,moderate,loamy,18.398804478722216,33.58329981784675,poor,wheat,13.126769365475743,reproductive,15.717630512589096
+30.511844626299265,40.96168876268297,7.925610364787423,7.4828849020974655,high,clay,29.092759058919253,35.18393232095506,moderate,wheat,19.46801355110725,reproductive,20.826221520748003
+33.55632967997718,48.67471515471581,13.805252183708024,7.502256329913108,moderate,clay,18.395397012849926,13.067062705630924,good,maize,15.643717581349415,seedling,18.23051195051719
+19.24702515126838,60.59355454385231,14.800110772180917,8.31833990708779,low,loamy,22.04926319732916,34.428996258838154,good,rice,7.312152363925031,maturity,7.795127773466611
+19.87437999750723,81.78161688897742,10.20426404728621,2.199768198717459,moderate,loamy,26.445093087803475,42.28865772866737,moderate,wheat,7.452303838957025,maturity,9.410154166626448
+37.260237930483214,55.00020499238222,19.385384886970524,9.549441525099567,moderate,sandy,40.58611214959697,16.139932328138684,moderate,wheat,12.861898107860338,reproductive,17.91956812023373
+33.74944496130177,74.63191685329026,19.11399117837744,2.5604963679139727,moderate,sandy,11.614886794195924,55.12578560600767,moderate,wheat,5.028678713812139,vegetative,13.037668806294889
+37.70571221750807,81.38244589288814,8.248589800255173,5.809280891815519,moderate,sandy,12.067443640956885,49.16739865677336,moderate,rice,14.82341533599334,vegetative,23.355105033358107
+33.96788302909802,48.600981349310935,16.412445085663073,9.35663421087234,moderate,loamy,14.083792970252228,50.09425416284133,moderate,rice,4.3460541677003,seedling,6.645731337600068
+29.928882649757547,53.5650110123226,10.865356831968306,5.901350633848638,low,clay,7.391847315724365,36.82665385568114,poor,wheat,12.74694872286966,maturity,15.211442057438482
+31.35331842569684,51.393373421301376,10.23511775114349,2.5090946738649347,moderate,loamy,33.955921493186985,26.6960940489248,poor,rice,19.70040346124652,seedling,23.486784232223112
+37.22819809850024,79.97134851707526,1.0992812275730368,3.8339201584955136,low,sandy,13.543892908459432,42.022611113038,moderate,rice,17.840127172439033,vegetative,25.0
+29.470168862798516,32.66081171721607,11.479494209366203,6.629334042947382,low,clay,24.68920953992725,21.26850740185506,good,wheat,17.353725585426844,seedling,19.67551812124769
+30.80978310820969,48.5052653297208,18.011558611263293,2.702892943191753,moderate,sandy,35.85156497543288,16.844235851539104,poor,wheat,15.748806175443166,vegetative,22.82318227755225
+18.91191790009001,70.7645134557078,15.602676983901842,5.389423448138372,moderate,clay,25.202599412224767,36.91653091416316,poor,rice,18.79038678047377,vegetative,23.5027041719562
+26.848030502902567,63.92660997392056,15.72634289398524,4.632746129531239,low,sandy,45.77076926978244,33.931309407783864,good,wheat,18.8088416125739,reproductive,21.811499186402795
+32.909927798952474,56.17736155762166,3.1985807715267844,8.521661022593916,moderate,clay,39.61256679045492,17.514119780085387,moderate,rice,5.756613285881183,reproductive,7.026851889996745
+21.77356745790913,62.39689363328306,7.168988942671273,2.8810555066835937,moderate,loamy,17.285998337189454,36.52019363975869,moderate,rice,6.885330371105091,seedling,8.316961262088626
+20.056354513113373,41.8550751496991,4.664098333004716,7.46238760127029,low,loamy,10.868443527857863,37.32341354587623,poor,maize,18.713323557862783,reproductive,20.20307680844396
+22.84567020561039,55.84299729648062,6.318305649112719,5.252712567007273,moderate,sandy,45.24970090958934,53.5757387726571,moderate,maize,7.669447958018534,reproductive,11.545170070802168
+21.03751569982084,60.10217905058094,11.590786869874508,6.702005443778629,low,loamy,22.86084499687989,47.96050281539974,good,maize,9.4553602120863,seedling,9.84636825764244
+20.372815925909897,84.07134731727609,7.295676267404958,3.644254175364358,moderate,loamy,22.21303221440115,20.87828322290522,poor,rice,3.706882316116837,vegetative,9.340892978451135
+25.62127107170217,45.65010976823858,11.213956349285322,6.877629478093004,moderate,sandy,41.45018340892584,50.89660109387043,poor,wheat,18.28731534809913,seedling,23.894721089755127
+37.69596284708835,82.06971012989595,8.77002496549154,7.391821819328902,moderate,clay,5.420965514191546,58.45070810075221,good,rice,4.226789167353721,vegetative,8.537593372089697
+27.676491168467955,68.65448404955892,5.732311168994553,2.5618525172886226,high,loamy,25.300052841442007,45.83097563168569,moderate,rice,12.004755581924544,maturity,12.82333120473811
+19.698009520383074,31.220449864056057,1.9080686841031724,8.594754140663497,high,sandy,37.14440297383744,49.35015788865457,moderate,rice,6.732981288634888,reproductive,8.793864410105527
+16.92429173452185,73.47788021396362,17.83676914689565,8.890032903105931,moderate,sandy,43.19089086575976,23.321490651084837,good,maize,3.467341786819038,reproductive,4.880131386979862
+32.403903628448134,32.1331126529433,0.2274673200929733,2.5084324454623577,low,sandy,44.83439842681046,59.59512745971775,moderate,maize,7.928048387585802,seedling,13.699861453879096
+24.569969110909696,89.84286760882878,0.0330497628394232,6.825499904778286,low,clay,25.955607597939483,18.81972712341426,moderate,wheat,14.28883163195866,maturity,15.86028877946561
+35.545773664633984,82.35820126147186,16.535954795270918,6.752091975777816,moderate,sandy,43.14684006446839,47.54300369666876,moderate,maize,4.515867557565562,seedling,11.547125566958243
+31.487769216019256,47.84062485240274,19.9362188065158,2.0996672949475466,moderate,sandy,6.609279230680008,29.760964865376284,poor,rice,17.472426189545658,reproductive,22.38711984146929
+34.90603626353421,45.444673811802325,14.542056554273124,4.738771311647611,high,loamy,18.744149993938443,27.843453353550725,moderate,wheat,14.76029636572012,vegetative,17.826776708714902
+21.79865098546122,52.88646492633653,0.3054767612576947,9.75140626170998,moderate,clay,5.472423613590815,24.25796148128265,good,maize,3.9930006175290833,vegetative,6.142318193246008
+32.30897306152645,51.37001791886658,4.533804533370267,6.443606018149944,moderate,sandy,12.44864180143475,32.05303984425102,poor,wheat,9.865321108338724,reproductive,15.293087323271948
+21.601549617342968,52.340269103122864,19.436454005239227,9.46569442193204,moderate,clay,37.6129072188406,49.54373015421343,moderate,rice,16.74836314463812,reproductive,18.92968596281465
+38.476711986257286,49.09659276716883,16.172085043476695,7.405157087019072,moderate,loamy,5.199087179664722,57.04862900314564,moderate,rice,18.843241807856984,vegetative,24.437528565050133
+30.90935703833436,67.26800441089989,11.33599687609422,2.2271241457862114,low,sandy,28.537497276964885,30.811912173123588,poor,maize,13.691774989819816,reproductive,20.485903129213035
+23.11279500438355,39.85581982323744,4.73721418880718,2.6217055843871364,high,sandy,23.629376796287207,42.58358204927197,poor,maize,14.579007681883407,reproductive,17.644019325315984
+21.73779655730681,80.7588775467608,0.2874041185349796,7.777431642939383,moderate,sandy,10.52918557915546,49.411207151637896,poor,rice,17.90389512680475,reproductive,20.335550247806
+19.77316462679109,78.74414904187893,0.4172294527481801,6.436542322952155,high,sandy,35.85354277478616,14.986808433343777,moderate,wheat,10.726168118413536,vegetative,13.900173892485574
+32.3660239723432,58.588992471316224,12.239617270604532,3.0172133167990056,moderate,clay,36.19057391813779,58.02718333141993,moderate,rice,15.024152790220064,seedling,17.14471587498152
+20.467890324948183,81.16379791671287,0.4366375270484623,6.91250142682893,moderate,loamy,37.68568436760898,20.58167324007365,moderate,rice,12.820899041600237,vegetative,13.58482878802792
+29.882581648187227,44.8287042018176,19.87260283850745,8.48229888454557,low,loamy,39.43883976092165,55.75396515957648,moderate,rice,14.815190129897925,vegetative,18.289659109642194
+21.61587567313393,31.053927342238016,3.667676669874762,8.023859441060896,moderate,clay,19.174636261940428,59.330142386456885,poor,wheat,18.000078660707267,seedling,20.829823853136357
+31.549223619846718,67.15247550178938,14.214147237385546,3.969299680256536,moderate,clay,49.73581800341643,15.020230319719172,moderate,maize,16.427983440591177,vegetative,19.386894626824983
+35.373493213513484,57.47456441788293,3.1011944282482684,4.065559733248351,moderate,sandy,8.282918281241429,54.63736366426795,poor,maize,5.166444029024023,reproductive,11.634369243485542
+34.450631078616325,64.02987277775225,10.80186842195429,9.74270244081691,low,sandy,34.14629154358957,42.04546368498491,moderate,wheat,18.84385870356055,seedling,23.357279205016432
+34.021283273269546,83.96036454110418,1.6122257693243514,9.09923841722173,moderate,loamy,48.68487938000295,50.89633681686855,moderate,wheat,3.849865840539724,vegetative,8.390659804282391
+19.6930601423063,88.19553441395661,15.335568490664864,4.546698515446976,low,clay,15.093970769443535,15.454882824803958,poor,rice,15.863464566653342,seedling,16.94646174052038
+17.209623674612967,68.06718838533618,11.698421894496594,8.592435917352066,low,sandy,17.51562177878482,51.713099061012976,poor,rice,7.851096370407258,seedling,12.14849554957671
+32.473720712184644,75.8433353911463,1.7233338680283006,3.2939082378603635,low,sandy,30.91898472436373,41.30171593358243,poor,rice,16.25762397922803,vegetative,22.302362848156932
+24.208680344858784,35.02850600922986,16.971723784000112,3.5747288106125152,low,clay,40.15659186017344,35.5309357825096,moderate,wheat,3.2503500213836185,seedling,6.328325931516741
+25.80865566008368,39.64293509349034,10.94037229553404,3.4495684307627625,moderate,loamy,19.80261423070841,38.00163400785002,good,rice,6.750244638128278,vegetative,8.982761772495612
+15.778727319834775,73.99228829717859,18.43184620026636,2.7017662001081213,low,clay,42.65488236418005,47.2233840976676,good,rice,4.359055069578199,reproductive,2.781430316362768
+21.48941123187623,55.881927383280114,18.332467473562254,8.837424929290844,low,loamy,15.846970385465193,24.88183645190039,moderate,wheat,15.792245505374517,vegetative,19.843577061769462
+15.8419100968616,56.75791622426434,18.410155789731647,6.6304551856366025,moderate,loamy,44.346500840382,57.1738621030557,good,rice,6.298691028244731,maturity,5.792559549037795
+36.9796443150312,48.5164608981262,1.5557040040093597,4.071648739951509,moderate,sandy,16.382890586087587,25.38182859205629,good,wheat,18.769979204213406,reproductive,22.76481901413344
+21.084917080463264,66.44138300866463,2.419155235090469,8.789240261820753,moderate,loamy,32.78458200520768,53.85400739979828,moderate,maize,9.98675671316806,maturity,11.02056806972327
+28.9334292393252,41.10990272497216,19.75411619432396,8.421174075142563,moderate,sandy,21.100604591290097,10.605574680316302,moderate,maize,15.228818149830644,reproductive,17.85988424033111
+15.97448301652826,67.61497675883373,9.75201642797412,2.807612145022045,moderate,sandy,19.48217505584805,55.82400328652288,good,rice,17.023688618340373,vegetative,21.244897636147037
+31.67118478264145,40.42793142811438,4.764281056582953,7.153114989879775,moderate,loamy,20.92980062331424,52.5788909868476,moderate,rice,19.203491513438408,reproductive,21.545146402729145
+23.075683643852347,33.82956208258282,15.39328976997316,7.774668812206165,high,sandy,27.464063650526832,16.209021139580212,moderate,rice,10.848385447757472,vegetative,15.361442470456106
+37.447979673941646,49.82146132194366,5.28570442424964,7.726618695887711,low,clay,43.02718639762014,46.8461465157673,moderate,rice,14.40838791848826,seedling,16.896375196769828
+37.2029547233509,43.86842052059086,14.544313760372846,7.7851416628315,high,loamy,39.169320621386575,28.705754099563983,good,rice,9.192872793200204,vegetative,11.588973239584927
+23.13226545904369,83.33949831337995,16.745715556995222,3.355662285192299,low,loamy,25.22033988174373,33.9889133904489,moderate,rice,7.82025288881802,vegetative,11.724282179572606
+37.5240223922617,33.29720723211759,15.685267545905612,4.520691634150155,moderate,clay,17.697213020859945,13.42966196092011,poor,rice,14.676213775236764,vegetative,20.377188903566385
+39.90394183746948,40.596821554447374,5.480956163958708,8.7534280680357,moderate,loamy,43.44354414375639,20.62868960322312,poor,wheat,9.87181619028036,reproductive,12.408007224359052
+35.6353916030987,62.92317633498297,8.032371481584741,9.187134001820397,low,loamy,44.15832553386034,57.682301729154645,moderate,wheat,12.731366693557248,vegetative,17.01122536368046
+36.12178369388073,58.864031450848415,8.265020064665528,4.233511092518962,moderate,clay,25.415433528244407,30.89752435276699,moderate,wheat,6.375965074813559,seedling,6.591945931215912
+21.225218402727247,32.751121102482095,9.825458362089435,2.1841561294220195,moderate,clay,36.31306362312269,11.301517344843123,moderate,wheat,15.150723487463535,vegetative,19.36865886511712
+29.417559971443907,30.43514568090867,3.3474570308027207,8.878135577328866,moderate,loamy,21.61686037578892,35.75390546018604,good,rice,19.47965988600174,seedling,21.946306485155297
+16.681397849184197,89.28407651766899,9.049401008286848,5.016734702600661,moderate,loamy,11.709395623551606,59.734956680678295,moderate,wheat,12.143043846605336,seedling,10.83937701300304
+17.372948420541743,69.53008202153029,10.215659810309594,4.635708447679491,low,clay,19.466730628103605,26.64103134445388,moderate,maize,11.840593805465655,seedling,13.873845713559914
+39.97231530083226,51.92436785409341,10.634179931621048,4.775997437509005,high,sandy,35.693794335899725,17.060678144571202,moderate,rice,17.522944582379864,vegetative,25.0
+23.165981235647774,58.22593485979448,16.398008599689163,5.325571391741132,high,loamy,39.6234348592383,42.1776714364769,moderate,rice,5.576510841081685,reproductive,4.4083078897987065
+33.704597801221155,45.993007227257216,10.346689969589905,5.026132973239369,moderate,sandy,43.32449268813232,55.99121706077797,moderate,maize,9.689054681415524,vegetative,20.230760657948416
+35.16662632567041,50.692427021592586,4.615678450273504,6.531447193068483,moderate,loamy,5.797071503463401,52.95747155829725,good,maize,5.953465191703202,vegetative,8.52505146740227
+36.45058177518073,68.94266803609284,13.262574764883745,2.631522227985521,moderate,clay,26.888275815100062,42.84937582550943,good,maize,12.288730896998851,vegetative,15.268848284699038
+39.94070743505391,82.96870793204224,15.946282881732504,9.77232155446812,moderate,loamy,17.326494964348406,19.207372782507747,moderate,rice,13.478155866614284,vegetative,18.39279340121261
+21.037412131421696,41.04780138487109,6.387433328765235,9.49160827577729,moderate,clay,35.77817812856085,49.21799323195434,poor,rice,18.537118910810364,seedling,20.755902160110303
+16.008770671492492,80.42169032311912,12.906118580352103,9.475253172923994,moderate,loamy,16.039910095210956,51.16109773312404,moderate,maize,17.125042532027777,maturity,17.0804460790562
+25.279787949864648,37.29339777109615,2.938759918920253,9.034220992655309,low,sandy,30.48260929997987,52.47738902441771,good,rice,13.990065159174677,seedling,17.15529725132219
+18.252016745723672,42.89953341530347,6.838526091561281,7.282610417453838,high,sandy,37.03831936074533,30.197065375632462,moderate,rice,16.169461940180234,seedling,17.22009309496566
+15.560647229051378,32.23051728297876,18.184478590992683,3.768868501987459,high,loamy,39.652921383878926,30.442947240193188,good,wheat,13.687458162265152,vegetative,13.53368642801385
+24.010670678537156,38.44871172557997,18.22616326325141,2.3958678971709784,moderate,clay,17.126073061375607,17.75785527226425,moderate,wheat,12.705274754514582,reproductive,16.065124371348634
+34.593456276880914,85.03818872784304,11.506491574861272,2.794568518254133,moderate,clay,8.952446590040434,48.63433818695441,moderate,maize,3.811432933061072,vegetative,8.211672128518785
+29.15451728062677,57.56632479710272,14.047029217302134,4.591940003724845,low,loamy,14.842101536741998,46.8613113043706,good,wheat,3.414533220691189,vegetative,6.938416209509865
+22.819449730258853,34.659951706701214,17.080308304118827,6.031064203966284,moderate,clay,31.960913618209677,14.98748570212314,moderate,wheat,17.48713479140367,reproductive,19.06432473231717
+31.35855013731799,87.58361028233767,19.17106370625253,9.946024569478352,high,loamy,6.820213353358922,11.006711047875502,good,rice,7.792983472918009,seedling,8.06161744359396
+20.800454507720268,82.739538465519,9.797728805795389,5.483547934356793,high,sandy,12.14878706471102,57.58599630161919,moderate,maize,8.96560360658048,maturity,11.289514303396402
+15.359536151802123,75.28095125208847,11.231514732520688,6.197168723931014,low,loamy,49.79636274413712,10.863420443885085,good,wheat,10.639240869167354,vegetative,10.86174340823571
+34.10883466091069,86.00836751685347,8.312831332956605,7.561257977504645,moderate,clay,22.20491464770256,41.42993296150128,moderate,wheat,3.721082127415472,reproductive,6.367217530571824
+30.593577121600227,43.20776525014585,1.439638741128575,3.44587176358237,moderate,clay,27.34368234623308,32.68207535039475,good,wheat,19.3471018637467,vegetative,22.25957258162368
+34.057565612524,80.18215758060518,8.456069448976368,9.462616012498046,low,loamy,5.495322316770664,48.870674374920334,moderate,maize,4.751092490556055,vegetative,9.117762672321383
+15.97345041719164,71.39947178125837,15.812546787661542,6.232276846741874,moderate,clay,31.635850626303387,14.386436891654006,moderate,wheat,19.45931057985221,seedling,20.73711413115788
+35.927990695766304,82.1855549740613,16.097709959830574,4.210050764814149,low,loamy,19.638440799449214,44.11867975492836,poor,rice,15.03405747046669,vegetative,18.24861041106203
+30.488155000907582,77.81469394455779,17.847542291865995,9.480871890710723,moderate,loamy,28.85869532634569,40.74712756755494,poor,wheat,19.0321211159532,seedling,21.114943263621026
+29.084883767816,50.7897037906095,1.0293341035193817,7.003604948471601,high,loamy,28.675325453847,52.67970878855703,moderate,maize,3.888633771277134,maturity,5.366116998186026
+30.615351202863287,76.46391222103534,10.543091791612678,5.869517849993684,high,clay,48.53558521558576,35.92725670829961,moderate,wheat,10.606599089017086,vegetative,14.20893184578344
+36.6108311717091,45.74737817909342,2.1484897587415253,6.641247279686193,moderate,clay,17.071564933585595,46.41460408741416,poor,maize,19.19668408836878,vegetative,23.670738531166386
+29.67341266397268,49.71552978168329,4.014843663314867,7.986417751241813,moderate,sandy,30.66948142259121,31.87915312005905,moderate,maize,13.989483866143438,seedling,17.815926996683604
+29.523759497204484,36.47434303337857,18.00433004761213,3.2363040295436267,moderate,sandy,22.169866839035283,59.198926503174754,good,wheat,12.295613443359391,maturity,17.886988137113633
+39.76697892664414,86.10459695882813,9.935825168593915,8.918643445625802,high,sandy,23.98999144882844,37.97055332443004,moderate,maize,14.41641514137149,vegetative,19.62176839517905
+33.9182541767142,47.46020180401689,15.170898417932271,9.676054482385704,moderate,loamy,7.500157815962535,47.67695861117928,moderate,wheat,6.166450331289357,vegetative,10.659933709330044
+26.057345136278386,61.23734791028711,1.2876821185736165,6.535997214000596,moderate,clay,35.98038557173512,14.646757301280802,moderate,rice,15.68111776801787,seedling,16.85199089988587
+32.68492500082319,53.47997018797156,8.33653007849704,7.458166774380785,high,loamy,13.7878433569815,33.13779635072931,moderate,wheat,7.686876911117498,reproductive,8.340821725702614
+24.730761792294714,87.59568723501009,13.484805613286754,8.878667846769925,high,clay,26.082000963937045,13.22188374067126,moderate,rice,7.788527070916997,reproductive,6.791777036863643
+20.72188656208748,50.102950256308944,2.668129625564266,4.998485051332004,high,clay,24.54213355467501,16.08554887987977,good,rice,13.156364752450138,maturity,12.068037320464295
+29.921296922193985,76.71274928536134,6.516357582113663,9.942654359059189,high,clay,26.066350239952158,35.306769032153625,good,rice,3.3586990710513454,vegetative,4.78554181833535
+38.20455245284879,81.32496927787079,1.2909561004776648,7.444010954455181,moderate,clay,21.89956981830033,27.61524136815626,good,rice,3.918619217985115,reproductive,4.119106594810966
+38.22848800038657,56.13638984885796,13.026798817390208,5.391989586863857,high,loamy,15.90734366179256,32.99115083570611,poor,maize,3.269477445446551,vegetative,5.001140138902525
+23.547631952637257,52.69030886717587,19.41782518116237,7.418703800013017,moderate,loamy,25.19213238211072,34.8072093828014,moderate,maize,16.035318664123352,vegetative,18.715082618944532
+28.19193665554237,74.86474925595768,16.540909822856595,6.173440260107491,low,loamy,7.0798786234502415,17.9875101794276,moderate,wheat,3.4574861925686173,reproductive,4.871225376382439
+20.29089746424653,84.77375881837405,19.492462336151316,2.893132572306921,moderate,loamy,15.904514863113205,28.291570880012586,good,maize,4.62721611848696,seedling,4.888995684592613
+39.890777737472085,75.2959039843343,16.91209590196793,8.366922438154548,moderate,sandy,40.318176719995,53.02987590735689,good,rice,13.312309820324744,reproductive,18.36482317643196
+39.52794769669839,43.62758193551194,17.103916123939573,6.515004642023457,low,sandy,42.92691746799943,52.83054893998754,good,rice,11.073624503573702,seedling,17.6706608898606
+31.237723242686183,83.29846484626232,11.543543907426852,8.36676446299111,high,clay,37.18892021718453,34.53084933902053,moderate,maize,9.222825801363651,vegetative,10.84397630924796
+35.11035149193684,53.25490004620998,10.365046228264198,3.2392955229397264,low,loamy,33.4653813966511,47.45730332313372,moderate,wheat,9.045650277971298,seedling,10.936500566057958
+32.8775040320925,64.57376470667606,8.125085328556551,6.306857254406205,high,clay,41.50695916922478,47.6776357309128,moderate,wheat,17.61196167957171,vegetative,20.22189241511808
+29.828955475986703,79.88613715756267,16.361897900917597,8.132994177703303,low,clay,10.752391606926698,12.205338021387549,moderate,maize,4.32376604331968,maturity,4.763332665031482
+16.333699924722442,41.30368604402953,3.641352245560492,9.906436540726386,moderate,sandy,28.636436211679005,40.544560341014986,good,rice,18.744238648775717,seedling,21.552973507561436
+26.369108563816525,77.07060814065318,1.124498316483864,9.075178211082068,moderate,loamy,10.234204241740628,50.22632830248647,poor,wheat,7.00770866937632,seedling,8.287358612635618
+31.869657554185263,65.76976787464065,18.9578764536935,8.914797016485114,moderate,loamy,40.0039733799044,39.69856010331102,good,wheat,11.290869635099924,seedling,14.273853548179316
+31.93829034709212,83.60049850965649,0.0755637040695411,3.979681105171184,low,clay,28.425037343218907,37.07763979162807,good,rice,19.26915427555736,maturity,19.913265198877586
+24.32806546055959,40.318224110612576,19.53658643751704,8.70387681367238,high,loamy,41.45111983348883,36.560785588496,moderate,maize,13.859984671237571,vegetative,17.909963524534817
+38.54229966645076,55.24093422245571,14.577067397475316,3.354250220343705,moderate,sandy,40.9578541283238,35.39745916863781,good,rice,7.271753272484342,reproductive,12.502335641617522
+19.183925805919525,79.97058557201024,6.569978393956553,3.5848613163874683,moderate,clay,25.979556957919467,48.91540889761118,good,rice,19.70012575370949,vegetative,22.0642906303481
+27.508986155389017,31.15390220740561,13.956396861726205,2.880933949947776,low,sandy,27.359343265228407,42.12161367049312,moderate,rice,16.84705961694196,reproductive,22.708354709783723
+32.27209941377057,36.73208200593857,16.357503143702548,8.860772245710297,moderate,clay,6.27203728384657,20.77514313564606,good,rice,8.339883637070693,reproductive,8.158213178221141
+32.428395147295234,89.43391276540407,4.907241119728719,2.866035971610549,high,sandy,28.558098066973173,31.66741180940916,poor,maize,13.18600519028171,maturity,17.90427853225948
+31.21597391922039,46.82365071542103,15.417913665591636,3.1048918379600803,low,clay,35.48591492316959,36.43126252047307,moderate,rice,12.45530100305673,vegetative,17.894809093680582
+21.882205336296504,88.5325916234372,16.087392500164803,3.967097200659087,low,loamy,15.51450639004554,30.94754286442115,moderate,maize,13.482908102640708,vegetative,16.86282553938275
+18.90516421716555,40.95189306052043,4.987092602506909,6.581299272965128,moderate,clay,49.39372267253612,21.87907541931353,poor,rice,5.081165611557839,reproductive,5.1666111792118725
+30.89850817066777,51.66566658044014,0.8385270875596706,9.041441482403226,high,clay,48.8672993246635,16.237035783403243,good,maize,13.973226542000267,seedling,11.355208500283991
+29.982552903485946,75.17216667021424,4.082445691161953,5.345825242044545,moderate,loamy,17.727376766161854,15.865616285685416,moderate,rice,6.640444340730403,reproductive,8.619383682602608
+19.483900257231024,69.4667044342907,4.012928177787889,6.3702875935342815,moderate,loamy,37.08379654086224,24.81439516851207,moderate,rice,8.428230565472301,reproductive,10.563936031706143
+32.62847863926409,64.86734399574334,1.3048090835096635,3.331915199658024,moderate,loamy,6.350075067286413,30.1327576516524,moderate,wheat,12.27172600667072,reproductive,14.96992828362858
+26.37929979334141,61.79395054830046,14.520147693103915,4.127566847182333,high,clay,34.95887198443467,44.143882203787015,moderate,rice,6.621324291428477,reproductive,6.9663420782625405
+31.694014790078825,80.60642661988442,7.599498489168164,3.0714060998861994,low,loamy,33.08074194027088,59.24584746380757,moderate,wheat,18.167418194852416,seedling,22.04158604467298
+35.93417699425377,44.09691377000357,17.687723349077167,5.279350758936718,low,clay,41.99718467881617,54.86779682072984,good,wheat,10.098543994526146,vegetative,14.613539080549431
+19.24321071442308,56.54825561961111,5.04342211330372,6.722685269425539,low,sandy,18.696428639498063,50.68488907693105,good,maize,5.813090769953968,seedling,9.35778187267442
+15.478621699920916,39.32713752938744,9.064643301998547,4.272156240267633,low,clay,44.51045687668154,50.68680351667769,moderate,maize,4.033799728971185,reproductive,5.879189738720977
+34.47756465989467,65.75649574384227,12.780348578535255,8.767966844598341,moderate,clay,43.60887622060581,39.80324835184072,good,wheat,16.284499171178865,reproductive,18.001766238513166
+30.2424356288154,45.03266545627921,17.54929899343556,9.849906808053074,low,clay,35.13213321199554,22.63798393413513,moderate,rice,17.081167940633478,vegetative,22.25234077754104
+32.49098924055304,50.030523860603154,10.492422032387497,2.961238818516648,moderate,loamy,26.25506910298692,33.59701046841392,good,rice,4.36013944065699,maturity,6.11368061388918
+35.953874374716065,58.27504299741169,7.470492556247656,2.142880448122593,moderate,clay,32.828055866494324,17.12770064728618,moderate,rice,12.224688292022428,vegetative,17.80218608307102
+35.07027337061251,31.60623514218767,17.34030156944018,8.31821525915827,moderate,loamy,37.84814460319431,38.32153008867338,moderate,rice,14.105915280179044,reproductive,20.858667301393364
+39.02300367322061,35.51627615525026,6.204928493752211,3.525141422426759,high,loamy,48.88631253860088,11.15003607793157,good,maize,18.4406590171875,seedling,18.38103934771683
+28.398376971302955,71.15575324249318,1.588473992651529,4.825172741286872,low,clay,10.47776860566263,19.473256113788885,moderate,rice,3.8204966228262887,maturity,3.707308226255262
+27.212390816497635,55.738198843050434,8.900842150204799,5.1538497462064825,moderate,clay,19.088275140948028,45.61473614098207,good,wheat,8.908040061372038,vegetative,10.495563179249482
+25.04717999726825,81.88741331999373,15.70186612995984,9.332795111207556,low,clay,40.13223409295578,23.84461769147997,good,maize,5.029746792547106,reproductive,6.338630157056545
+18.842276071105115,71.68032021865196,0.6156166350704617,7.270705726129296,moderate,clay,23.413101008152083,30.998112127561324,moderate,rice,10.28685977587377,seedling,11.850139341206312
+29.31518082205056,30.486056498839343,11.71764489979184,2.324875922423126,moderate,loamy,35.26159871586468,51.60304836132861,moderate,maize,9.32674216406641,vegetative,13.665854897566907
+21.92531310814947,67.00273984602809,11.88928097054472,2.118481925713237,high,sandy,10.9903088456286,12.227902617574728,good,wheat,13.12084418967762,maturity,14.56556177122955
+38.03268780532439,35.623491963582985,18.570835268547636,3.596544780242241,moderate,clay,36.912272165985726,11.136701996139184,poor,maize,14.477294292369326,vegetative,20.856885108303647
+29.57977010692744,76.85599078742965,5.729296342900437,4.545375526981691,high,sandy,35.332871841627394,21.44935746993071,good,rice,19.39694184554215,reproductive,21.6354535782074
+29.821004512702757,89.49046129671012,5.576732264213923,5.876190672692792,moderate,loamy,31.361903006162517,44.22216850656685,moderate,wheat,5.768576016939693,vegetative,11.285307643994608
+23.87311652192525,61.87192765449069,8.809673026793563,8.702715298470844,low,sandy,39.43570843475058,21.806041766525645,good,wheat,16.586689942347732,reproductive,21.74230152122217
+16.299733799442688,70.96677001164782,7.138298029430303,4.518542048278076,low,loamy,44.60505046240788,53.18492034868425,moderate,maize,17.382807681881566,vegetative,21.22828880983393
+15.793594134324715,44.23884965368509,14.726917253786535,5.012297754173242,moderate,clay,42.31861730833672,27.592409938687403,moderate,maize,12.60620466561172,vegetative,15.684886874771545
+25.58337860382993,56.255864625227616,12.835041542630991,4.634703440077261,high,loamy,10.740834295751942,24.17555972793725,poor,wheat,16.39234867019524,vegetative,19.73910006036129
+17.114134452430946,81.36571993418302,15.178420758125329,2.071722688263245,moderate,loamy,38.49770167778716,21.64565495230061,good,wheat,8.94393738601578,seedling,7.606950062571216
+30.17117388850348,40.04537686477507,16.400835823973782,9.641612312944956,low,loamy,25.23939985064064,38.6985177455346,poor,maize,3.588974008817803,seedling,5.039152426975756
+37.02432514099144,45.93213633682573,18.459622654682956,3.1119670730917903,high,loamy,20.024681832536,52.81556387431112,moderate,rice,5.5617964186055335,reproductive,5.630726540629548
+37.07287041296806,56.72602051716181,8.618734635692952,4.301339825625976,low,sandy,44.584231361152646,30.30311542729738,moderate,rice,5.846123437625852,reproductive,11.735172520645934
+31.47613525330581,72.73493351064084,19.69394778943099,3.0344264167715345,moderate,loamy,30.18259555993633,22.625849639388647,good,rice,17.881125236626595,reproductive,17.72776109897616
+20.28079578682328,52.55303728774043,4.313216268073054,5.924345249253781,low,loamy,27.55556294146992,31.043311565278938,moderate,rice,19.28418659843436,maturity,21.119943365016155
+36.574920783971805,85.66393678698023,14.28730323894657,9.457328919539991,low,sandy,40.30697086622427,55.239487689610094,poor,maize,9.844512236140162,seedling,16.285393543084304
+37.1523358828302,35.66742307612315,10.680186346143785,2.80560574100389,moderate,clay,29.89888456778968,26.726879090362598,moderate,wheat,14.157401924182444,reproductive,19.353194710826337
+19.91633962382397,52.24825185269085,16.33801189369767,5.527175388707969,moderate,sandy,43.61034133965899,42.78739560122696,moderate,maize,8.156945676497038,vegetative,14.280569916771528
+33.43565214426693,72.53724740570532,9.53541041212852,2.178998766172628,low,loamy,9.630542910119209,26.486976610249087,poor,maize,10.574760600537374,vegetative,16.331655033532744
+22.162988723178074,43.55920593968955,15.678772707248624,8.167185771089185,moderate,sandy,39.925987899256185,43.73789148700723,moderate,rice,13.551545019848886,vegetative,20.598231482480475
+35.066007808823244,69.38478805378037,18.60337429295356,7.1298091484354,low,loamy,12.37255654840142,54.05053743446468,moderate,wheat,17.555122366543223,seedling,21.07362037781645
+39.93094749759007,39.85301749364076,14.645885322801746,7.597589309657201,moderate,loamy,15.135410542021711,39.92793864354017,moderate,rice,10.25522921269769,seedling,15.71328276269272
+15.75065013323482,33.358817091701184,15.521885724366486,5.778690887165862,moderate,clay,13.075318437813282,57.372098927974506,poor,maize,14.88296834068764,vegetative,18.94734075226837
+37.43414664477329,37.26094300491893,1.3435086253171225,9.261064236451247,moderate,loamy,15.728960841054752,40.07585953610236,moderate,maize,7.228644018439103,maturity,9.844395650021337
+30.56576333996645,85.79908698804809,4.0991532446456125,5.276459606980876,high,loamy,37.93238135093059,58.74379467241626,good,rice,8.58601397434824,vegetative,8.172114143826782
+39.33456547912053,63.10505297637308,19.486074810071877,6.112680598296616,low,clay,34.489927053750016,46.18652229075936,good,rice,6.731255028721663,seedling,7.077903920231313
+26.62523793816069,77.78074652877893,13.863740075747888,7.562313778165035,low,loamy,15.340158252830385,42.639415477946855,poor,wheat,17.70577723339995,reproductive,17.829748998968732
+36.18469826428434,49.95927005430308,11.228980346220093,6.16448512876368,high,loamy,17.157872154997882,51.49166304241548,good,rice,5.01433500058234,vegetative,6.199455601863134
+16.55985171495693,65.55951887312679,7.339527467929001,3.514685183330624,moderate,loamy,9.468235067431578,10.55463882848139,poor,wheat,16.089608803941992,seedling,17.30170843570031
+23.381976251957397,59.697128022299495,0.8877800241383582,4.536564944359296,moderate,sandy,23.64959849926579,22.862473182229333,moderate,rice,13.741787230050344,reproductive,18.510912439442627
+16.67541344378025,86.74427756413763,7.3827181592827,2.738355745110442,low,clay,22.0363323398215,20.804531905953866,good,wheat,14.050001444558168,vegetative,14.734381943514164
+39.38357833697677,74.85447816324663,9.978257465791518,5.460907977738382,high,loamy,11.561710606579316,15.544903402461726,moderate,rice,17.907977113547872,maturity,17.232826861180946
+35.42434768179592,73.83255788979474,4.229190187737735,6.875136744690624,high,loamy,42.5581268390992,56.88933190928649,moderate,maize,12.023741958985594,reproductive,14.129221623502712
+36.31368553114926,32.78119616605677,3.4627358254766505,2.948239554153125,low,clay,43.3667771898452,16.550106575008098,good,rice,4.289238755774654,vegetative,7.393365866869499
+38.44913078584736,62.98018014022146,10.168331027150336,7.044696971761032,moderate,loamy,9.90710606628875,23.141833418046467,poor,wheat,18.829151474517367,maturity,22.565089288330167
+17.127587152994636,58.019487234108894,11.718084712550878,9.142977118016876,high,sandy,16.98646789657186,26.75819912034577,poor,wheat,8.735363951540903,reproductive,9.841627943296448
+24.639939812833333,85.67053599637167,4.798358377090497,4.701789863884157,moderate,sandy,38.12400504162811,41.23139820219704,good,rice,3.506152142676982,vegetative,6.993228650329136
+16.775872226100052,45.440519291371935,11.74778948912426,3.776264769750559,moderate,loamy,44.14850110728866,48.373212158155376,good,maize,12.063759450418758,vegetative,13.320710635583971
+20.269827538750715,46.19000719746566,18.0067992774859,9.144048510735225,moderate,sandy,8.225284485632566,40.23379959820994,moderate,rice,9.09346509470186,vegetative,16.219821443586817
+20.734144425941807,54.68077493289002,9.463465160427075,7.535561887180389,low,clay,45.60666448569633,47.44771942584968,moderate,rice,18.500023575969045,vegetative,20.33339433348486
+26.727680276189467,44.602182804382565,17.14780339174363,2.843158944452431,moderate,loamy,7.773671963504675,30.10621021435812,poor,rice,11.68192663613858,vegetative,15.592252104136833
+21.714054186341063,37.75103506852497,18.54542889066637,5.26489561649386,moderate,loamy,33.52027817228244,59.788911845961046,good,rice,3.9074322009794056,vegetative,6.078921808055183
+17.524452670444028,81.44489079904804,1.847880578741714,7.39271679803639,moderate,loamy,5.993381089787268,18.504616221543472,moderate,rice,7.047109024663377,seedling,7.563263656213967
+19.18727722735269,63.49659146423495,1.91623159313594,6.595070999803638,low,loamy,46.771925978501294,29.98801044056908,moderate,rice,6.793971715323583,vegetative,8.828393554526382
+18.681889088802272,81.681763137394,9.520883657752028,6.948376954798984,moderate,clay,20.916079221870405,51.60915071062792,poor,rice,15.989141396968042,reproductive,16.891311268874468
+39.326919947807454,79.86808592422176,11.762048886354052,6.537081391791409,moderate,clay,34.196138392819435,22.338009887481675,moderate,wheat,4.119706099184662,maturity,6.551356504781383
+33.98231267296184,46.92254128738027,8.517669289300585,8.384490922439122,moderate,loamy,13.30799895863052,47.542150779904645,moderate,rice,8.533288567164625,vegetative,12.00586447651252
+39.19403663173905,62.86424665945644,6.529015408350061,4.563415654375829,high,clay,19.456493720186685,28.21401968353838,moderate,wheat,14.402848716739957,seedling,16.86841528506048
+25.993512162697712,34.99306216440423,12.819882322523116,7.667698783194904,low,loamy,38.62843169970334,18.879813768456973,good,rice,13.427408211718324,vegetative,17.15800550276184
+21.959212041566417,84.9151130418455,0.0416302469984053,9.928635539954277,moderate,clay,48.78481490324418,30.16702323214054,moderate,rice,14.009469226048427,seedling,14.71842794859112
+34.95732993022966,54.25576290390919,19.36146561727485,5.119670862249443,moderate,sandy,49.64239807742387,49.239425323796205,good,rice,12.509188065255902,seedling,16.368298801175083
+23.15634795102867,53.62057103334128,4.641581763760443,8.328386516438345,low,sandy,41.43557822666895,15.597757373478672,good,wheat,5.987165934518548,vegetative,11.167935725470924
+22.484584342633703,48.16532223707719,18.34197537166014,3.968873897089368,low,clay,43.12368678668696,35.80507763736872,good,maize,14.463635068094147,reproductive,15.582136844550527
+20.81264980519578,57.63982468264223,2.18029489069012,4.255173698272395,moderate,loamy,48.62317370574063,47.06782090484111,moderate,rice,19.16610075305308,maturity,21.98551463940016
+18.241974455605884,45.10556319272688,4.761743640891451,9.478910993468345,high,clay,6.81425103960154,47.57860223182834,moderate,maize,3.698638539627419,reproductive,1.6021780721543706
+21.41157652541915,52.491136367808274,4.697474021750008,2.2075068499895103,moderate,sandy,12.656770114337911,29.47933570552272,moderate,maize,9.151175726766766,seedling,14.71829398771405
+23.88299371184719,77.9968229150929,19.92305808401292,3.739418758886634,moderate,sandy,7.370500033387804,33.32191895918652,good,wheat,7.956953427318225,maturity,11.18316702858422
+31.84985520364326,80.0553302151103,0.0920109145176883,5.863365582496025,low,clay,27.552251898009853,52.838297325979305,moderate,rice,5.518051102074679,reproductive,7.731080559362013
+16.56412105548629,48.25094865771096,12.792764186069917,5.214780973633491,high,sandy,48.13201602520537,20.418891973106422,poor,wheat,7.495042876979391,vegetative,10.462529053642848
+20.26267349163357,58.14086583316728,17.393731621217057,7.03335784988025,moderate,sandy,31.209628410497032,59.62962338601505,moderate,wheat,3.4324253664890763,vegetative,9.7185678437949
+35.22559100729191,82.42918657680313,13.445473080494734,3.5417764028830554,moderate,loamy,29.99318521328794,30.9618585625857,good,rice,13.92693540360197,vegetative,17.003974136255287
+18.673048089594268,33.16039990978183,7.254676364338883,2.5643760349482507,high,loamy,42.20088582478659,23.77256594721729,good,maize,13.411499958424912,vegetative,13.09766802492213
+23.56612866306304,83.34869771974712,19.1661872540587,4.954667182438056,low,loamy,46.80269968188823,10.129967576451644,moderate,rice,11.558458015919046,vegetative,14.910432903369172
+36.61647304645351,43.1510607391399,17.87041509178082,6.194841937153448,moderate,loamy,36.43498541864199,16.251155205801922,moderate,rice,8.338497692771597,maturity,12.64008035731852
+18.873132778586065,70.71235465286256,8.679098404990356,6.496014696679291,low,clay,45.29198167420218,47.825451211618194,moderate,wheat,19.59539528958624,maturity,21.088173194974445
+17.068420890454746,64.95310178307602,11.46656985222327,6.811948188339734,low,loamy,12.884732554778983,42.4615419907804,moderate,wheat,13.526456760528864,vegetative,17.54386453322803
+27.11344987700027,63.176444891355125,19.35038375610481,6.38929596609244,moderate,clay,27.65331643431786,22.32532008748087,moderate,wheat,18.08535823510903,reproductive,18.735740501836105
+22.56048778196341,81.56161348516929,19.6512072385294,3.966015767769501,low,sandy,21.407226691707105,56.35015586175186,moderate,rice,8.20337077832002,seedling,12.287777162083334
+29.08520911209635,36.09432861867968,8.996465514359045,8.116397887752015,moderate,clay,19.96345864338169,51.78440030281914,poor,rice,15.838708071755354,reproductive,17.88928277776238
+35.095122262086875,50.82168151953816,16.94700056286177,2.7022420939151885,low,sandy,14.641263479425543,23.4636915672217,poor,wheat,3.100483948448226,reproductive,9.669433816074674
+18.428712203818577,62.29516478068594,6.039604539078727,3.586831036417464,moderate,sandy,45.22984622980186,26.504393595638128,moderate,rice,14.506367924924508,vegetative,20.96427841269566
+29.51747711385713,78.67733123676238,7.436257458613293,7.915024072152913,low,sandy,25.266614861772972,19.237681838942255,poor,rice,15.71888815060145,seedling,21.64910916389789
+27.6377190097466,42.98658500470029,3.2964376598045253,4.237809072842014,moderate,loamy,28.86143109151143,42.1279424418804,good,wheat,7.588499133861995,vegetative,12.028503269725649
+18.60196965032999,78.17579048245658,4.183691855534606,5.947787532875242,low,loamy,17.43398135119415,45.056871050743936,moderate,rice,19.968022496115587,seedling,21.27461492336466
+30.59996213822456,53.978308949636144,13.137466045187178,4.617581926844471,high,clay,48.328290192842566,29.794055457675764,poor,maize,11.470468763166268,reproductive,11.956798280413809
+21.84101044651929,41.334831386021726,10.215632360141615,6.055849692928025,moderate,sandy,32.5044501481024,46.857935134435,moderate,wheat,9.279543644905972,vegetative,15.79244624713019
+27.19585796360031,75.53918642660895,4.622637212512057,4.7732463995789205,moderate,sandy,5.031238048500715,59.578332575932,moderate,wheat,6.144698634194517,reproductive,9.36397270065986
+17.056808106926546,35.45393408847287,8.058192327233051,9.953663919248402,high,clay,17.055160916084972,40.59741036642141,moderate,rice,5.64249984629231,vegetative,5.743539459546548
+26.489601430340574,60.88604244452658,7.463669197273635,4.859820714865173,low,loamy,49.970641620824985,42.46419278800016,good,rice,6.512875919808498,vegetative,7.4313500889581
+22.661586701070508,33.832547031713304,19.747204090706685,7.016395339181163,low,loamy,48.86486707291892,28.69211927838409,moderate,rice,12.11447908427984,maturity,13.503718023391151
+35.55953027963386,51.38507130946725,17.071316744227587,9.10674574120702,low,sandy,29.50774144682675,10.529317759639952,moderate,maize,12.121458412694036,maturity,17.77044148652225
+16.42446817493421,66.06460794038355,7.759326667676484,7.103479954918003,moderate,clay,30.385277153787342,57.696068458288806,moderate,wheat,12.018296912462157,seedling,14.727978357427178
+25.465181872958247,63.36693248923279,18.27833157792066,6.526858040876869,high,loamy,45.57148235101456,48.61723526994658,moderate,wheat,17.611784585482866,reproductive,17.624772718878884
+26.46078560328595,54.27932507428,6.852707832563423,6.553835638049666,low,sandy,36.88546732056774,44.77840631369037,poor,maize,3.0262951571844017,maturity,8.282309549580358
+33.12515190747797,55.74287963832694,13.358030254697187,5.971685687387084,high,clay,46.94973738229259,11.49052783917526,moderate,maize,7.537797972392136,vegetative,9.541612369916564
+29.357189377255278,43.60617320104599,19.33299993364225,8.460643211235642,moderate,sandy,26.5609838469633,47.95060724779537,good,wheat,18.056059713487954,reproductive,21.91396390146211
+31.680308429854527,57.35295530544617,7.805577279771045,2.403392626891056,low,sandy,48.91553226691706,43.50421215146878,good,wheat,4.698870444178667,vegetative,8.58676913950076
+34.4262321412939,87.19529134325006,13.597699302098675,9.081039263434622,high,loamy,29.279740319970404,38.44530600360385,good,maize,6.31065701212246,seedling,6.021826653778463
+36.55507434145472,81.02717506702743,5.918476221252664,6.690337761965142,high,loamy,34.01775361614729,41.180035481356605,moderate,rice,8.554543158507784,vegetative,10.98767909923242
+22.84688741806176,38.71397214458063,5.326246311959492,8.790985770045985,high,clay,8.715508741468774,55.91830752936232,moderate,rice,16.815003881871856,maturity,15.495785599099465
+28.45056763409757,31.786847239255252,11.48313332863104,2.0831416203536683,moderate,clay,32.523354279111786,10.334519732472598,good,wheat,12.92545518153111,vegetative,15.781920335664775
+36.00270196098,86.01145876299783,19.585291960664364,8.954211231692941,low,loamy,39.54991759243803,17.84860811105275,poor,rice,12.446335035983472,seedling,15.853008877132329
+39.73627827412641,61.60498499284486,9.0626769744034,2.961100153386135,moderate,sandy,24.76869558525113,54.73785984341277,good,rice,18.7254772469368,vegetative,25.0
+37.23798277609408,62.27026938895846,18.752739406331614,7.7697440511391935,moderate,sandy,27.60971944675412,10.410533325177514,poor,rice,11.284615021765113,seedling,19.18279481912585
+24.28668156560942,76.84307974239134,18.28727040489523,5.33217114310275,moderate,loamy,22.699733951182345,55.181807143954224,good,rice,19.09917332517108,vegetative,21.137072712451378
+19.87916293046626,48.88133843227959,5.075252246899895,7.448579128783395,moderate,loamy,48.60686782728358,11.481592592354254,poor,rice,5.280317163652516,reproductive,5.638464145157935
+27.23481343516472,58.91445413016013,8.036388141686547,7.0255179014189135,moderate,loamy,26.448090634428045,48.96688930732073,moderate,rice,9.796018483153343,reproductive,12.277853451763685
+33.54103629590105,88.11977478880425,12.866049569883662,3.3071723765379346,low,loamy,10.67951048912026,54.54616055695397,poor,rice,16.978963251365546,seedling,20.429714041150334
+27.31422676883244,70.32892121594443,10.360917688227833,6.116910115580414,moderate,sandy,6.299248227739255,40.62636292782811,poor,wheat,5.555565800591565,reproductive,11.07522419357668
+27.079521582841718,39.224701919747154,1.9191705972634865,4.217843785556326,high,loamy,39.76111386813928,42.0720526374227,good,wheat,5.984681268467163,maturity,4.933677253995223
+35.955760527045015,37.9936048790612,19.873960602543164,6.483494742784099,low,clay,29.645278179649782,12.528186596483945,poor,maize,9.48956766739486,vegetative,15.438780507280782
+24.03509447667966,42.25588549998032,15.0530800242256,7.904026264422752,moderate,sandy,5.124672741462765,20.54456093232985,good,maize,18.78731207053705,reproductive,21.92105014495369
+36.49486687029114,76.00270046524305,8.753880764494236,2.6500673166547037,low,clay,22.21351868141248,54.97358890561211,good,rice,6.093070479313586,vegetative,9.546963300785666
+25.17012002379309,47.72262023043696,12.363370993325828,6.126099388248202,moderate,sandy,46.13221715719354,51.18580113201743,good,rice,19.245615488080517,vegetative,25.0
+23.20582764195849,31.283330800504785,1.7514563453246024,6.941038566098068,moderate,sandy,47.64897167234906,12.977383752562693,good,maize,14.423723143010784,vegetative,17.287844053408225
+26.34974777999248,86.65046181033972,9.9060330737922,4.362939628777711,low,sandy,7.410166175554767,50.64925555013166,good,rice,11.011087881974603,reproductive,13.613063131892671
+34.061173966871706,40.18280498369464,18.61664831634976,9.624027862368056,low,sandy,10.55400861643642,31.174225367331072,poor,wheat,3.3001893943750527,maturity,8.043189448032651
+18.150050696599852,30.573491168884114,17.932019161099568,6.162422604054636,moderate,sandy,5.219165526520492,38.03613338257303,good,rice,11.920194679085334,reproductive,13.538887879266778
+19.910480396800438,44.22789614299938,6.747616909662913,3.460136718767462,moderate,sandy,44.09031705174289,15.420272898622152,poor,wheat,10.066399312560923,seedling,13.208409411164508
+38.7861206415773,44.10172722708802,10.627357276426777,2.862306094394272,low,sandy,8.189880162148357,29.9322019567889,poor,maize,16.44383916275661,vegetative,24.984367320227552
+19.387290684533934,55.32031505074338,13.947670481752937,6.333276393322924,high,sandy,9.85550684989532,31.74552569856671,poor,wheat,12.506951695774864,vegetative,17.42850937069806
+29.19318294827637,85.22338989000221,6.800185338158107,5.001907049015432,moderate,sandy,15.24301923086297,43.47441726382226,good,rice,19.55381136791636,vegetative,23.983603409802573
+29.482861666548445,82.75109506674588,1.2975843618787697,3.540376782147077,low,sandy,46.27622982404007,42.87676516699506,poor,wheat,4.902594917716767,reproductive,8.939538646786291
+27.24061155125612,57.41367329894568,10.108833134356097,2.2455878942861967,high,clay,35.970530327891694,37.44372401798484,moderate,rice,18.554407875786147,seedling,19.110614679649917
+31.118631214420464,54.65399429950839,12.032714716466728,6.53280064030304,low,clay,32.7596611895352,11.57229933678454,moderate,maize,9.452646784163816,vegetative,15.012312190760827
+20.74566814494046,63.30054518849108,0.1168320024302049,6.788801894669295,low,clay,40.30956075529157,18.075053242235263,moderate,rice,11.625829479190743,reproductive,13.465524643243665
+28.816556694418708,44.607240718305945,1.9115074707706128,3.134420809451748,high,sandy,36.19780239391352,18.01345863470715,poor,maize,17.504505660849766,seedling,21.91300116525769
+24.304331381172428,33.13109951798177,4.145812871883045,6.8139043981624345,low,loamy,38.56670693065328,54.38662162719252,moderate,wheat,14.642102194628963,reproductive,16.55772641775889
+31.54168149072973,86.3534481702724,6.961045739818683,9.615782037660788,high,clay,8.314539741408371,55.08548375670121,moderate,rice,19.084822983966315,vegetative,22.15399095993993
+18.530588584328736,41.20193909263037,10.821024456611608,9.826364879917914,high,loamy,31.539438339844857,50.324912742372085,moderate,wheat,19.73931673372333,maturity,18.84737849284726
+29.271935420986907,41.904043754742986,5.876858375193306,9.10794349245604,moderate,loamy,38.89432792651455,18.743968532770168,moderate,rice,13.906232221915385,reproductive,16.76625919355416
+19.631758884583093,58.34761973123686,5.5236762881300745,8.456628646685925,low,sandy,30.454637914998308,52.00758119498569,good,wheat,12.516311208606524,maturity,14.252462676562295
+21.96607657787591,59.496800690419846,17.386986876261638,3.67494269370665,low,clay,5.530769301403585,19.379719680114533,good,maize,7.300669965926416,seedling,8.824729389708862
+20.46774500808958,31.10605258204452,2.9010128160285253,3.251481459967441,low,loamy,14.500395026729567,37.73153484280044,poor,wheat,7.683034090958955,maturity,11.133089048518634
+19.57094449672043,38.87728432643824,9.909202663447203,5.559580818282836,high,clay,48.33049986801458,46.69381774585051,poor,rice,7.313801055272825,seedling,7.06314289265917
+35.64277378901667,52.689289113644506,19.05649433872272,6.957054010548419,moderate,loamy,36.71125884145148,12.57805027277842,good,maize,16.341534109917987,reproductive,19.53412967842955
+22.14268919152226,71.02384161063235,12.500264982320918,8.805429472067024,low,loamy,35.98272053961033,39.89646575288815,moderate,wheat,13.462976347970589,vegetative,17.430865283942595
+38.178094546611234,43.70510740991615,14.344109597888773,3.855704329094413,moderate,clay,34.711359881823896,22.55667602923157,good,rice,15.50794636352737,maturity,17.291266660771672
+39.248163133629774,55.38086677450576,8.624739827812142,5.837183204162661,low,sandy,10.751360008245166,34.89282371490263,moderate,maize,16.87606809781178,seedling,22.79684205877717
+29.281511748427437,63.44070388298801,0.3986433423943913,7.179521935654767,low,clay,5.183725144637466,29.1951128818341,good,wheat,18.187018574186723,reproductive,20.84114733724393
+18.57502806664316,83.31554967739751,12.922607367344108,5.564750836275353,low,sandy,24.8293543132293,44.3289245863109,poor,maize,5.49819412308411,maturity,9.371788925398686
+24.36370608448953,49.5642301396274,12.63848562856248,5.633549416634274,moderate,sandy,24.99459821803897,34.45951658496234,good,rice,17.876267204503776,reproductive,21.30868300682729
+34.94330658370535,38.01349595180901,2.208552729266662,3.800937288226232,low,clay,41.531245302562326,25.08151146383201,good,rice,13.977735262681076,reproductive,16.520287045772157
+24.18476821742676,59.356333553856494,9.24319427249263,9.893287239288608,moderate,sandy,13.170538236082056,55.51793721759274,moderate,rice,18.60596541978813,reproductive,23.81352419739009
+17.175430457569718,74.80329610104373,18.30657889331301,5.801546267259547,low,loamy,17.38000233946282,57.95268113278874,moderate,maize,18.78825591375223,maturity,19.46165714154376
+28.9196227732047,36.591585423164005,4.101696639439503,6.261935563243935,moderate,loamy,8.52090492602158,50.0953824281155,moderate,rice,10.252838046223795,reproductive,13.718454074636734
+36.12802128740087,55.48100950181762,9.221975092682207,3.748474330294632,moderate,clay,22.994376587958385,39.037049799510456,good,wheat,15.141120596562171,vegetative,17.118868280527675
+34.89815967858756,31.06710847574901,9.222063704010408,6.113093746654549,low,sandy,16.519538682169753,54.22002429304655,good,rice,17.04090470208518,vegetative,23.63056900644957
+19.37807850325883,32.01355089883507,16.21522936295277,4.042796468274454,moderate,sandy,16.830312986846117,40.08366449227896,moderate,maize,7.377313627326635,reproductive,12.025484385982152
+31.819115360311667,58.977201792999935,16.49151740658889,3.618690011067732,moderate,loamy,16.432388920337793,17.44150476018293,moderate,rice,11.262513209971605,seedling,13.70777023527445
+20.512606585891177,47.891837889055765,15.185388393267838,4.205778007543476,low,clay,15.418332911697954,10.871368833620496,good,maize,7.407485397871178,seedling,8.310677031198447
+20.455188363804304,80.70643794032472,7.309083183765475,2.022077188042248,moderate,sandy,19.39068636310843,46.29572835052155,moderate,maize,4.50420636220757,reproductive,7.90802474157651
+36.85179433262963,66.12925836758725,1.440738500370402,6.561208896013471,moderate,loamy,29.1510574151854,47.62427144735006,good,wheat,14.865406518490726,vegetative,18.27091113633886
+21.241723818505758,57.23597770457943,6.989659544480283,5.099840044182746,moderate,clay,24.696962471528632,56.29129935316299,moderate,maize,12.728620498319872,vegetative,18.78929409502138
+21.58118366295028,54.47612226325778,13.595824025426792,9.189512153551442,moderate,clay,7.855113255153114,51.21187581669207,moderate,maize,9.799436744506137,reproductive,12.132144210100796
+15.01633476903249,59.83472881137379,14.054931489781527,2.325657388900169,high,loamy,24.16369386918972,41.979118480547335,good,maize,6.613529579015241,reproductive,5.007478791410332
+36.76672585313794,32.42632987275968,19.30000418953438,2.345602406846001,moderate,sandy,43.08252145306635,19.51517177532191,moderate,wheat,6.221056818193358,seedling,12.463719685140129
+34.814870330228366,83.5676013852396,9.07282462887417,9.086988138500669,low,loamy,9.531685286024649,39.70252413034239,poor,maize,7.750982980639264,vegetative,13.780214974775472
+30.68322337726695,89.89818934403749,12.648711658805809,3.01315713763473,high,loamy,47.496271969924486,31.73425789370849,good,wheat,19.696522948336604,seedling,16.784410945969185
+33.75664409847106,40.88922749152192,10.783817414450636,2.0172808329920144,moderate,sandy,18.886566684424437,21.605423463261303,moderate,wheat,19.36375047103414,reproductive,25.0
+18.80121418561229,37.22297788647718,3.0123712022647475,3.43131090970411,high,loamy,5.65410332306762,49.95645538160603,poor,maize,17.361488344153763,seedling,16.625735521257237
+26.458089864689384,38.61464780691571,9.224049442642722,8.591009400780834,low,clay,16.392001057894273,17.477794300907686,poor,rice,4.162624295948111,vegetative,7.745042484687008
+23.78048468371952,69.66162349406203,10.896703093779884,8.421712662080818,moderate,loamy,8.134682924961654,41.51695868435508,moderate,maize,17.14158335089403,maturity,18.075013571207396
+17.34441315642541,69.68645030704648,19.01499212084517,4.721057686747608,moderate,clay,30.48716057255024,40.53769587485856,poor,rice,15.845819522536688,vegetative,18.803811729281204
+27.1532621303731,80.87544973670467,7.330781088179121,7.344247338078816,moderate,loamy,19.234630739774733,25.180694726162088,moderate,wheat,18.956388776798924,reproductive,21.84145179256673
+38.01849125856589,75.1095833055752,19.60198206215956,6.057997658686622,high,loamy,41.30944762661018,31.46195705248821,moderate,rice,10.936593541023488,seedling,10.76381451652681
+16.001477976267363,56.98138040216038,10.84600148048169,9.237879918767248,moderate,loamy,37.968128965568845,15.828586652893724,good,rice,11.753398371971429,seedling,12.78064353962634
+22.286522837344847,66.77132169391913,4.849384866061151,2.4513878033393786,moderate,loamy,26.086840676904917,11.276645885071447,moderate,maize,12.651035812890624,vegetative,15.206536629011234
+20.188523405142583,71.29708022208047,3.833287740316156,8.505433029893055,moderate,clay,30.2270724878587,10.650939637039231,moderate,wheat,12.28138463628458,reproductive,13.234268394488966
+20.953666341642407,60.76418821711352,2.833898345204635,3.3647893554196804,low,sandy,32.39463204414591,18.71612930337467,poor,rice,8.333621322057716,seedling,12.264848264484806
+37.710863796984384,58.5390590670982,9.05865741146906,5.1329671794540745,moderate,sandy,17.181710932797277,53.34865340370365,poor,wheat,5.743991362344382,seedling,11.972959264032257
+26.701726355857254,68.70584673855919,0.4385285957784646,3.535657211478127,low,clay,11.271936793738435,36.13043692888968,good,rice,15.10015099221012,maturity,14.931881310927809
+26.65748532349547,63.448472938539226,8.900905666297307,7.620915276753112,low,loamy,21.94334672244605,15.85579763692331,poor,wheat,18.513469596971987,vegetative,21.96426493952765
+34.01439106138206,68.63653832015461,19.76809384311893,7.426609438026062,low,loamy,9.268589575129097,55.27475423633207,moderate,wheat,14.328535824425533,reproductive,15.828640160346763
+18.862305100123145,66.77128643780183,13.402135914445331,6.383180813592215,moderate,clay,19.168851893242483,38.44443837073492,good,rice,17.09516294649915,reproductive,16.944643187894048
+27.18163385250127,73.15179363081927,15.195722424008093,7.585304294429242,moderate,clay,29.867097234997225,11.394276429996705,good,maize,11.861732956584312,seedling,11.009990440006842
+25.749630353026493,68.56821052697256,2.380107814365251,7.116518244837391,moderate,loamy,29.305063585916027,48.13644575206544,moderate,wheat,11.587354454158898,vegetative,15.181570746676869
+29.9227672636664,61.18454918623604,9.462017229801816,8.211536445474145,moderate,sandy,10.427601849766504,33.67175765980913,moderate,rice,19.753035521311062,vegetative,25.0
+39.98894258126096,70.9078086770632,5.724462020514278,3.9152532103243898,moderate,loamy,5.375259500180353,36.64315834347532,poor,maize,19.90726626972616,seedling,22.121718918733556
+34.23622235205117,56.968917911125686,17.881950559780584,5.431300919525764,low,sandy,9.002460287329164,40.66134278101494,poor,rice,13.348416581516105,vegetative,20.454221784235955
+24.94664257543568,44.500273558356064,3.6258494402782495,3.2130122348338297,high,sandy,6.626751887789046,14.722519718330876,moderate,maize,9.30493072552852,reproductive,11.493643316236223
+35.68882630685117,30.085093208034927,9.17466654273484,5.436748513761552,low,loamy,23.02110002332782,57.38700930989147,moderate,wheat,9.331369898830724,maturity,13.039989352196196
+19.267709082812004,63.59784882875059,11.760954366912754,7.61353401136273,high,sandy,22.538758377762267,22.769623055748035,good,rice,14.421738541877698,vegetative,16.654973040294024
+15.761592157724005,65.43931359651846,10.280821831570652,7.531129286274813,moderate,sandy,15.872691438706267,41.09161112800768,moderate,rice,6.814310140802096,reproductive,12.049171008318767
+20.111209311606828,88.32293788654286,16.60487055940815,7.675415226359543,low,loamy,14.695000684918682,52.7781483195061,moderate,wheat,19.663864634802884,maturity,20.107833578565824
+23.51028890285649,51.68870004565653,4.629063426392808,4.470140229154852,moderate,clay,22.83889624062829,26.59587675221335,poor,wheat,15.12086291343719,vegetative,18.773936244157937
+27.764518936489,53.6479945696987,7.547822208473825,7.297711790327391,low,clay,8.895811020023611,41.37764799087945,good,rice,5.739185936639162,seedling,5.938340507954253
+30.37822851353,42.107974880531415,15.84168593147905,4.939730556711505,low,loamy,14.643910624784732,59.4438573381885,good,rice,9.190807998915222,vegetative,12.184736744714678
+37.76514293036054,34.23205771423932,10.561428234736097,9.5559363688404,moderate,loamy,23.25613571845513,52.589960822591735,moderate,rice,6.802802425916574,vegetative,12.210997384751792
+27.746350238761444,76.36826957170443,8.042347712959145,4.74693092704271,moderate,clay,9.26734614096104,48.9642341788579,moderate,rice,4.463202569851944,vegetative,8.423914357151375
+27.531891115643237,44.98086386035951,0.5888502948966301,6.824145872355104,low,clay,42.83661527620748,31.965010059128797,good,wheat,13.962192221521947,reproductive,15.402360682170276
+16.256075245574554,66.53429166180229,15.067708480312188,8.001165713537407,moderate,loamy,35.42083240805478,32.56347697317855,good,rice,4.77494002753084,reproductive,4.293165336931014
+15.872788816405595,71.26638213272889,19.443641559335205,9.25125943221073,high,sandy,22.240366198091497,34.27699467491356,poor,rice,9.7348357017639,vegetative,13.85471138557849
+28.778999047909306,58.27420123749886,12.4057401897702,5.503428827631288,moderate,clay,11.767923915299354,44.52158094442478,moderate,wheat,14.381756994379284,vegetative,19.868116040902635
+25.954465331208613,82.5811267816315,17.13082441377589,4.883880865666144,low,sandy,13.738429034093045,17.216861341839504,poor,wheat,5.741058261651514,vegetative,12.210536232406094
+35.979509874507464,56.627690458783725,10.337514863898525,5.440225402532712,low,sandy,10.40403131364848,53.05140124775036,poor,maize,18.03051180167021,vegetative,25.0
+19.016989617796128,47.09451738250591,4.633619308467292,4.589570812398247,low,clay,12.203772227308995,10.903952209158732,poor,wheat,6.143845817944186,reproductive,7.738252067093246
+15.62429155292624,83.76093137769735,0.2888420847029094,7.231395920538512,moderate,loamy,24.013136253656988,18.499656985233106,moderate,rice,13.380670009386764,seedling,11.419971810440558
+26.225969198253143,81.69385705499738,13.067965351799783,9.461734112068672,moderate,clay,16.054909937658937,34.09071762015863,moderate,rice,18.704422074351637,vegetative,22.701027856061
+20.93696391880644,39.84239682458478,9.862176964964892,3.008568051914934,moderate,clay,44.806031458755086,22.605846976628914,moderate,rice,4.621273011326488,vegetative,9.727224532681069
+16.240359333470938,31.557661101235254,15.64196294175203,6.487376518161256,low,clay,48.241792851539,28.27908492416447,poor,rice,4.784259329979751,vegetative,8.687988332034344
+33.114957171190724,35.39913338097724,13.89364834870609,9.181189802882647,low,loamy,36.111426957101415,26.629154596871693,poor,rice,5.136819991070418,reproductive,7.978476636961977
+17.789824998931188,47.19284391322903,19.75904736413129,2.8009163572481404,high,sandy,41.39424992510972,23.448236634248467,good,wheat,9.077990717950122,reproductive,9.34406691597852
+30.20798750019429,88.33558810450265,10.206251668240796,5.950923286130247,moderate,clay,16.480379101060464,29.013817801608507,moderate,rice,14.417030560502782,reproductive,18.187537413805003
+22.026243754172228,63.5109691896495,8.543495793460188,8.921836766883569,high,sandy,34.926078837115554,35.26441846914666,moderate,rice,12.156697151294656,reproductive,14.807216407924887
+19.337401258875552,52.39570392175613,5.734793788785899,9.20361769369666,high,clay,7.609939382125752,33.817940065872804,poor,maize,8.069160701211619,vegetative,8.304480770164828
+24.493788072982937,83.32296567676478,9.537225835825488,6.114817289223332,high,clay,48.209723838904814,50.59611965573804,good,maize,13.507061483512633,reproductive,11.742643773545002
+35.03614440557384,57.18817988870998,17.457429562458444,2.19961507574174,low,sandy,35.159313438812376,25.407253003865485,good,rice,10.590437902096484,seedling,14.170500208308331
+24.80233942261432,48.91431770406127,0.8487945158348253,2.8451134274225733,low,clay,19.25830271628424,24.095523755246887,moderate,rice,8.994962170017356,vegetative,10.637107384583324
+33.76924123027639,86.47317172473944,19.558000945723776,6.69373396192987,low,loamy,39.7868701452758,35.222439511463904,poor,maize,9.50163587729698,seedling,12.025405131713445
+18.137157419978767,80.97105997156068,19.86614388615596,2.99086885173076,high,loamy,5.710975214179511,12.396717312806352,moderate,rice,9.108908999015297,reproductive,8.168769962025348
+34.31928549162698,80.62010252516646,11.956427571758034,3.1953422152901663,moderate,loamy,21.9306305925685,15.590514673208958,poor,rice,11.699786873769428,seedling,13.980838203046458
+20.92333312266621,60.73708458301279,6.630884073908028,8.176936782256911,moderate,clay,45.30459933339891,50.1543993961469,poor,rice,9.46414391831981,reproductive,10.610450050477116
+31.93482824722182,77.3663039289273,4.460979366440476,8.005536468604003,high,loamy,16.843980338520446,34.68547309336468,moderate,maize,8.431584064058374,seedling,8.98798011512695
+29.144538871024903,40.76120155587312,5.529807913697575,8.742182075403775,high,sandy,35.05614404355785,13.326769100145594,moderate,rice,8.457409965286114,seedling,11.287430264453644
+38.22861793029219,64.39337745337463,1.002108530099437,2.8458810920488453,moderate,clay,21.20466570798617,32.0191461982855,good,maize,6.722909559049425,reproductive,7.280884163068481
+24.68306294938285,89.03075537085275,9.502219169667177,3.5851590487745417,low,clay,22.656395105901236,29.9132184505036,good,wheat,6.566605235045653,vegetative,7.351881717261406
+16.65412972086101,47.4575058310777,1.1464854172881167,8.663691438869204,low,loamy,38.56716725695178,22.30672409079989,moderate,maize,7.863083963132929,reproductive,8.659206162812417
+15.478887138781324,77.66113975486051,14.369484295518504,7.768700869582337,moderate,clay,45.95926991886109,28.605162267073155,good,wheat,19.5283669045883,seedling,19.06074834472039
+35.67146402431882,59.42870443248403,7.438589110657081,8.447649022624322,high,sandy,12.50233353344343,19.41777015459175,moderate,maize,6.470949733890453,vegetative,10.195796576293134
+28.118390941535804,32.38834099332524,3.987294634943264,9.917965399263377,high,loamy,17.460144893999605,32.45297826341765,moderate,rice,10.557922539736206,maturity,11.535597568641109
+34.381101295873734,75.78116386894004,10.897071156720768,8.915452849245618,low,sandy,26.950333218018507,30.426405574973643,moderate,rice,18.44509997783846,vegetative,25.0
+20.860640000287862,40.11414866352677,19.475186144860277,6.163706006798082,low,sandy,32.6217229658425,40.37501751605443,moderate,rice,3.195553493341296,vegetative,9.287270809109494
+23.627093637830843,67.88841402796501,13.902620980368363,4.486145478378059,moderate,clay,26.05042007543304,57.10521088515095,moderate,rice,13.28265618198687,maturity,16.43661123571742
+15.752596805282971,35.13985164281837,9.834937002083205,6.557412692597609,moderate,clay,41.24879127194643,19.273125484277912,good,wheat,17.793236279923995,vegetative,20.67836484787432
+39.0373081143528,86.81204384975788,15.538285985090123,7.10869240187562,low,loamy,39.56426980766369,30.87204658710428,moderate,wheat,5.848359972239106,reproductive,9.417561984263449
+31.696697667520336,47.503433230821656,14.749529437979774,4.682497130076968,moderate,clay,23.23593149160175,38.11102658648991,moderate,rice,16.816203513342295,maturity,18.47548603172382
+38.330127193982655,43.5878815006437,17.834709221155872,8.167496299877428,high,clay,6.827534269724225,37.34956219301876,good,maize,13.98380713812732,seedling,15.079523718995231
+21.637410185726807,37.748184243980056,4.09337895187895,2.742030341263094,high,sandy,13.75233704678207,43.067031523729575,good,rice,16.96181009580601,vegetative,19.21605558952021
+30.28659028064152,86.76013160034287,17.17755152517464,8.23514280545368,moderate,clay,26.91286921441604,23.396518960931168,moderate,rice,4.205673595263313,reproductive,6.061012728411888
+31.962499207315947,72.7142245464783,6.020521740833978,2.255988149455588,moderate,clay,46.738119049793006,41.72753964353965,good,maize,4.206527128023582,vegetative,7.41522552141025
+22.93874250643971,74.49965332308531,18.81997855650194,5.9837284857719215,low,sandy,30.540626908330765,20.058507162001547,poor,rice,5.430717858284765,reproductive,7.877090812457466
+36.20273087539076,59.96427368281468,5.621302978934704,8.89149170786613,moderate,loamy,28.867770789951653,16.272777292541125,good,rice,19.6424605544022,reproductive,21.408886907993494
+38.67903657250619,58.48366711622901,18.53697086325352,2.6919621921711805,low,sandy,37.57865194863536,51.58225001128518,good,rice,17.949697656462607,vegetative,23.896067302277505
+37.12137794240011,36.6012745794886,19.2758142892816,6.1419114919533575,low,loamy,11.853272667039214,33.686995379201136,moderate,maize,12.730187706069126,vegetative,17.6122208053826
+33.47667439848431,63.59046573503951,2.909827149140285,3.275131511690531,low,loamy,11.611331066243174,29.8638663028586,moderate,rice,11.983526999694936,seedling,13.507301922350678
+21.93661699312385,44.81498970652743,19.48999766525566,9.158526000487482,moderate,sandy,20.54278285112,56.42573199587392,moderate,wheat,7.336599084447133,maturity,13.145591093325107
+22.040401052640792,88.62871996802434,1.7144593685856455,8.658764216269041,high,sandy,49.76836841958953,45.48786942500814,poor,maize,6.602373498166852,seedling,8.5698891361606
+39.08400801115095,77.79485640090884,4.371355732250439,9.4713379463479,high,clay,44.417382462473,43.85643862116179,moderate,maize,6.986574578838689,vegetative,10.121000315663192
+15.257112398392302,54.77952361157325,8.88337561745609,8.99985873224075,moderate,sandy,35.60512551956628,19.712986355057502,good,wheat,15.411055026477694,vegetative,21.51381402333154
+32.90124933105361,39.080475521491984,19.8719473142342,7.892426478927925,moderate,loamy,22.6019715288337,20.462910439830694,moderate,wheat,13.778391889345894,seedling,17.63372450225089
+32.65615406388156,77.11990146832704,9.771261023307588,3.4791135647080225,low,clay,29.96032798295338,34.15506779374412,moderate,maize,11.530179517102075,vegetative,16.07811698864794
+30.567238523744937,37.32322602487896,11.008188863569718,4.4200209253512055,moderate,loamy,18.659935305907464,42.61518843260329,good,rice,17.170505342596915,vegetative,19.63373784757072
+39.752721152171645,41.36002520982423,13.888498990472971,5.974841266464059,moderate,loamy,35.343815548372376,29.76362604112584,moderate,wheat,4.008048106886699,reproductive,6.841129119592519
+22.79698589409313,42.69123106465365,19.365871165459023,6.7111742521177895,moderate,loamy,23.84805477008663,13.20926338989412,moderate,wheat,3.615823936641412,reproductive,5.904138967712444
+23.499296594831204,63.413438296385664,15.667028002484887,8.25746716250568,low,sandy,10.40971524089976,44.15144658270732,good,maize,16.952006195136242,vegetative,21.23490967346664
+16.973485073663888,77.22339923942198,4.483080088473972,3.815677025496488,moderate,sandy,14.67895793441268,48.68756287762314,moderate,rice,10.07743712627586,vegetative,14.117963474734667
+26.06995341359344,48.85889272348153,6.059818613287094,3.026219153175706,low,sandy,32.39117561015516,57.21512382837131,good,maize,14.314201182740645,seedling,17.152679546273312
+21.526213155871204,35.08018885651737,1.952564792170488,5.860881364749089,low,loamy,36.25541162109543,30.438386230706087,good,maize,9.871730320410384,vegetative,12.57690242200595
+23.584667554441104,57.87230781146515,12.889047283294795,3.2627312869833647,moderate,sandy,9.320974908537252,22.902402773014167,good,rice,10.455533977310044,vegetative,15.111010469430648
+35.86429475639069,74.88661446959614,3.614806130784432,7.549894418636578,low,loamy,41.375343968246575,56.29040027319024,poor,wheat,3.3827914487456363,vegetative,9.25141775708221
+38.38711283818739,43.2998305852433,5.148097769587315,6.6050471207337385,moderate,clay,42.09563236617155,45.756942078860966,moderate,rice,12.017200126805662,vegetative,16.76998942951227
+19.643326800129643,43.19547288236245,17.76227310360754,7.928862376151078,moderate,clay,37.53868614246613,13.199315129347111,moderate,maize,3.6025216404639377,seedling,4.944219217555587
+24.312723288836647,86.83362164080265,6.535113506640304,2.5074924772408678,low,clay,35.76148405007409,39.00136702990521,moderate,wheat,8.974081816032982,seedling,9.76820723948765
+38.21576405288485,87.24922362715068,11.33293436708334,9.71758048355363,high,clay,15.43408637107709,11.426332970815558,moderate,rice,5.323963704418713,vegetative,8.132630281431661
+16.545211517230566,89.42794392369458,7.951320175783539,2.000044293405904,high,sandy,46.382988308610926,21.326201485212145,good,maize,6.703179107336425,vegetative,7.835768143890578
+17.309013202784463,78.4595760944868,1.4806257481182716,4.603539320108278,low,sandy,17.085809982605817,13.547644459525795,moderate,maize,18.42748525796575,seedling,23.67156711297919
+19.069774730155736,41.291050150076735,7.257276597934101,7.437078346929918,moderate,clay,13.21270876928562,20.244568848714707,moderate,maize,19.47877440693625,reproductive,21.947448833088952
+29.880320853171867,42.71889124795568,8.161364060718617,2.361136590896951,moderate,loamy,33.73403165167771,34.496135152929625,moderate,rice,3.5622929598725426,seedling,4.784864016232257
+18.761806775149932,50.41351449134352,17.914022038230364,2.666796650860856,moderate,sandy,21.38469327254651,24.943324242356056,good,rice,18.53822784218745,seedling,22.44551723228748
+39.20190953626834,49.08795188000945,6.48901307292679,2.6134514978257624,high,loamy,46.98626380978756,14.400631530203286,moderate,rice,17.470303797240128,reproductive,20.30306096953292
+26.16786318146301,87.39166494468054,7.584822395241357,6.652077813767835,low,loamy,25.711232380625773,34.10301533021448,good,rice,11.77560317010503,seedling,12.595449564929964
+27.53794900875416,77.34443897290161,15.65793537344669,9.167402520308304,moderate,sandy,12.367334437301924,45.42441662773587,good,wheat,11.222700044077053,seedling,15.907549635156268
+21.16646539513516,73.44052752969324,15.17913302423196,6.443495821698096,high,clay,48.08878913276829,12.656264301631428,poor,rice,9.578873573034892,seedling,9.056652609999004
+26.774006310868337,41.15779344348791,15.965705532969816,6.828570818237373,moderate,clay,28.19452611616993,54.12012287961754,good,rice,14.1080496740737,maturity,15.516011386333462
+31.547840815925287,84.57153356173978,19.075414801520083,4.768013209663915,low,sandy,28.335151616806822,42.65349171304506,moderate,wheat,6.102024355461319,seedling,11.898738156874725
+33.77942842385107,79.67222277037044,15.911149967895684,2.149929269244258,low,loamy,22.361120997996277,35.97207377878685,moderate,wheat,4.261882699989987,reproductive,5.915443305364527
+33.84670206774783,39.81851047967543,8.15216406435782,2.172917742009731,low,loamy,42.61971987626923,29.8158428494798,good,rice,19.656790093675397,reproductive,22.007989006207605
+29.44727781735221,82.27021991765835,16.430170337961837,9.10647973184729,low,clay,17.943962930870413,29.66438613278279,moderate,maize,16.960448902648288,reproductive,19.447902287590413
+37.60899437484643,46.33485218222828,10.173492641798768,2.8205795097571738,moderate,loamy,5.616936855062866,26.777939033377343,poor,wheat,9.461016713653752,reproductive,11.698649863083276
+35.43519618265273,34.852184749926366,5.554280650371306,9.998314974500762,low,loamy,27.377506710953856,15.786467741572022,moderate,rice,4.115501372677729,seedling,5.681241883508024
+33.92620286746563,69.40933839085261,6.058341362620247,3.315380892090225,low,clay,46.66491102390225,13.962094371104303,good,maize,19.27333798190957,reproductive,20.739592624997066
+16.390138042011515,69.22827956305983,4.476847771267966,7.397075551641516,moderate,clay,17.297000894496872,25.4415142572696,moderate,wheat,3.873617829743802,vegetative,6.674463853952779
+15.171949055491233,35.69592057393709,2.899859156395068,9.591643777447246,high,sandy,16.9837446512053,43.35320221841704,good,rice,3.0447373432707083,vegetative,4.455397042162288
+20.311181929886825,49.131108536194944,3.689808237073007,4.89831422113621,high,sandy,38.214494574982346,24.41971787977923,good,rice,7.907114000669446,reproductive,10.164140392816586
+31.588089847836308,89.56886773533232,1.2635609990763874,7.875465509983915,low,clay,39.89900003288821,50.61324763165826,good,maize,15.669344575971063,seedling,16.89314763553567
+25.279937222063644,70.70560002052422,17.769017298647725,4.806853147538681,moderate,clay,24.60004419583164,29.014532259061998,moderate,maize,17.367866286562233,vegetative,21.650968327599173
+25.060156482482792,73.80450999619976,18.620156192982463,4.439528454091563,high,clay,42.51394720053662,41.5596792400554,moderate,rice,12.943371442762505,maturity,12.863190348662524
+37.11467220574035,42.77503713625834,11.73540784987791,3.6144326606035113,high,loamy,12.73698878016575,31.59567210249009,moderate,wheat,10.822923292108111,reproductive,10.87879026176284
+37.38907120329597,34.72692426023486,16.8097911321737,8.567479255190916,high,sandy,21.516141801242608,34.891324586385835,moderate,rice,3.253655096333372,vegetative,8.575257350499454
+37.72938160133964,46.61410138445626,3.671422053062943,4.059096508873183,moderate,clay,23.192506189254747,22.508028493838857,poor,wheat,8.916137715812782,maturity,13.447192609610685
+22.84695191287568,44.93390311159152,18.033476504539703,4.265265303246861,low,clay,19.0758151942832,35.69345391728915,moderate,maize,4.425230909660106,seedling,6.483203097922623
+32.27639531848155,44.07264604488319,10.127231192610166,9.99175793759022,low,sandy,14.79818970586148,15.532653517176156,good,rice,6.729017342837725,vegetative,11.962053967188687
+21.79082953185924,41.56525931322237,1.3432998521111017,4.618483483562558,moderate,loamy,20.216728802403164,29.338379053972748,moderate,rice,4.165201386633608,vegetative,7.835844077222056
+19.765245826861246,64.48534143932426,2.826254889883204,5.382195910656392,low,loamy,5.810143259109096,32.41504818921113,poor,rice,18.244000214582165,reproductive,20.06755697531666
+19.61581143368423,49.686208550509306,6.179529215736343,9.92044366219868,high,sandy,36.65075156420309,45.19979727558464,moderate,rice,15.035045846686945,reproductive,16.97261849306204
+23.55269052158985,79.22070090285183,0.8711516070950287,4.95440276333941,moderate,loamy,35.77816555386404,30.01105889373512,moderate,rice,10.72325980472646,reproductive,12.493077229622722
+25.748940494495542,41.03684507084304,6.185867560348872,4.929216057886936,high,clay,25.259815049465,43.271800286189695,moderate,wheat,18.82789669432448,reproductive,20.0254829241304
+35.77372927637671,57.87762425211267,1.1986086623778358,8.621715729710882,moderate,clay,19.53120127395576,18.73080656015828,moderate,rice,6.544885236346552,maturity,11.289037752860988
+17.997277336817803,30.8194701855648,4.720552103856504,4.4954429479015365,moderate,loamy,24.534209115610206,11.261302301648875,moderate,maize,19.21124882478256,vegetative,20.90188577735904
+33.373146184872354,58.90093934731152,5.313395117128832,3.870288829139257,low,loamy,47.1434367195014,35.29737354908315,poor,rice,4.261616476582419,seedling,7.917183559569472
+28.286372854732637,33.350293252588465,19.88737952733588,5.385682041402578,low,loamy,32.16041820046554,33.6935391300853,moderate,rice,16.595111172278997,reproductive,19.588227035554933
+22.19863356689981,88.66341071235863,4.710933475273289,7.605126404609542,moderate,loamy,37.91107921181356,43.48762475038283,good,rice,8.587518177719744,reproductive,8.746559048196959
+27.32048961332061,77.43552771902478,4.783728978771606,2.345944199834123,high,sandy,15.328253539008363,25.67726312708625,moderate,rice,5.243566955785026,maturity,7.322486860884287
+22.49855174442557,59.40668859818732,13.7357793671677,4.991328217748534,high,sandy,9.264108754635265,11.49326796096071,good,rice,14.247211230176845,vegetative,17.839287143756643
+29.90204888095765,35.19524149076101,17.18714957032904,4.769959215566723,low,clay,8.743322061910256,46.17848024237745,moderate,wheat,13.80161309910458,seedling,15.919787938109662
+25.846098071381107,65.54672644742486,7.74110825204173,3.958546778096261,low,loamy,26.2408484110363,57.11057973411406,poor,maize,18.881244305277946,seedling,21.241301751322613
+19.11013822697197,75.52582504211264,17.512360398813847,7.23429868723476,low,loamy,37.25088520599647,29.71317735971156,poor,wheat,7.693858285717232,maturity,9.303691843808602
+17.914576863892417,41.44303518028472,6.802840414955142,4.319920643309419,low,loamy,39.83541721673246,40.556389028299215,moderate,rice,16.02444630953414,maturity,18.664833982541293
+28.66739205180325,64.09250044724945,3.9403175923003855,6.853852472064024,high,clay,37.41844131455044,37.23436062382308,moderate,rice,18.666329699116645,vegetative,21.700241166935083
+37.560325832152586,78.85265390297208,6.59277648655447,6.034694731637016,low,loamy,46.07431194416766,38.30007292705915,moderate,wheat,10.756816635649509,reproductive,11.815373060760349
+23.59894216394214,76.09486665877898,12.187127478559848,3.7375189666071886,moderate,loamy,7.3401100651483775,53.36881067234696,moderate,rice,10.08892420414907,vegetative,13.735504079222018
+33.325002680565575,78.17952107202917,7.342863186241475,4.132528456337453,moderate,clay,43.49027698541737,46.816838615149706,moderate,rice,9.265527383798204,reproductive,13.134812609541182
+31.46653387349417,82.75940549218319,13.457876079785777,3.3648004264525118,moderate,sandy,34.73044680217875,48.48932060538198,moderate,rice,19.72449454479297,seedling,23.56621407244757
+38.28887285773703,86.26092612956822,4.738717588449648,2.4530337188076627,moderate,loamy,12.898405040118378,14.50187526721727,moderate,maize,13.340823769795676,maturity,16.18652638056974
+35.52452543247853,54.33126931221216,14.019857879782975,6.953507704839293,moderate,loamy,35.707133067693235,17.33537344160144,good,wheat,18.680274368497905,vegetative,22.523171158122192
+29.16513147263657,64.12614615137264,6.948767264969334,7.382309551314675,moderate,clay,28.02918020619071,43.16523088306731,moderate,wheat,10.64050249584406,reproductive,10.655527739148638
+31.425762455852684,77.43957156273666,9.11736743203869,3.3279999488693592,moderate,sandy,21.15685609403907,37.022889262088285,poor,wheat,17.996978166461624,vegetative,25.0
+37.45966166460087,71.828388836747,11.15490280885792,6.923139077488586,low,sandy,16.158117162463896,48.713916019678095,moderate,wheat,10.863026279033727,reproductive,16.266416488927256
+24.987969614673368,89.73121369586272,13.724500063719873,9.856677920460625,moderate,loamy,25.886947426012966,14.653665989994444,poor,wheat,5.680107354668997,reproductive,7.448547588446137
+23.169867646444438,30.820659066278647,4.774273836974674,2.595216759502577,high,loamy,15.760969033514428,38.32435605832685,moderate,wheat,13.184190807582835,vegetative,15.420028410073437
+15.270277090879908,51.30799291894744,16.71891074821621,5.9229669799909095,moderate,loamy,8.728118778386005,34.30346986049552,good,rice,17.780033840120954,vegetative,19.039117036488435
+35.663776854786605,46.86167557621215,14.436854995104795,7.86430570915083,moderate,clay,43.07540262889944,52.73434382790505,good,rice,3.582377549819893,reproductive,5.173075442218447
+35.024517510084124,45.73895100993208,4.681958380479989,2.368073582637815,moderate,loamy,31.67766418352868,19.35744864198365,good,wheat,7.821097967900947,vegetative,10.319341425935365
+17.611362952503786,43.35178694993314,19.49949125205821,8.226187951980926,high,sandy,21.365134627474877,27.4356569650294,poor,maize,19.086714833947973,reproductive,21.29243109070621
+29.421434528317505,72.54743044891374,13.295939820609169,9.836089896743086,moderate,loamy,25.100599128473966,17.52357304195371,moderate,wheat,7.593598018457252,reproductive,9.235644654367514
+26.599542454172184,35.085568396519314,9.048537729334113,2.7079029082620254,moderate,clay,43.91723154243599,32.58662497433053,moderate,rice,9.77219403520655,seedling,12.454119034205837
+17.967727387727788,74.49653003660029,3.150546511070327,8.577839243727404,moderate,loamy,19.392957747763607,54.07029063098299,good,rice,8.573704600887151,reproductive,8.1621966316661
+39.51420567651809,71.60555052097641,10.664420046162627,5.028652356096754,high,sandy,22.107787135475228,43.51667388639264,moderate,rice,7.427926170209409,vegetative,12.601352836804834
+20.367397186583887,45.048247950053785,3.295517736542364,3.1529296194720944,low,loamy,39.47361848517772,47.21493913070236,poor,rice,9.665151947629626,maturity,10.461946203386194
+16.68085450226403,45.17002698990967,8.589833573956875,5.945545673570782,high,clay,14.023517491095404,14.666843907758675,moderate,wheat,17.480213498929572,seedling,15.905753323905175
+29.87118448754774,67.73163512067013,8.174250454790377,2.5721498862497256,moderate,sandy,34.666814855147564,32.6012967315292,poor,rice,8.608921038298497,reproductive,13.839953035072524
+33.47166692832582,75.73026632902068,14.398792886949202,6.176811265337474,moderate,clay,24.544571245668017,51.93351781828268,good,wheat,14.956426257085884,reproductive,16.16979976317914
+15.811086151179676,82.58913678524193,3.847663624484996,2.154854304032397,moderate,sandy,27.507135451856392,51.873980430913626,moderate,rice,7.180019776175685,reproductive,10.837452785721773
+31.467940968175554,81.12837383126855,16.437427097416915,7.828891533381841,moderate,clay,40.409607002936006,59.40100970559941,moderate,rice,6.07646134837997,vegetative,10.543350419693622
+28.30729689878636,87.89297964983119,6.522646540323316,5.903757486492709,low,clay,49.69095603417209,36.30204145469663,good,maize,16.719773319985137,vegetative,18.62060569061198
+17.58162522187621,64.88309372019067,8.879772539375502,5.671517287481445,low,clay,42.41803658087617,10.10357145927038,good,wheat,5.172980198235201,reproductive,3.976473392984933
+19.313096923659053,84.51933368042157,15.44681951107685,3.5695319499366693,moderate,loamy,12.224478486317189,54.95302479549876,moderate,maize,16.14809736179252,maturity,15.861345864857723
+29.19935743290201,78.51079639562465,12.507847994270296,4.890105246358126,moderate,loamy,15.104832585817482,57.8098357622223,moderate,rice,13.819966188598787,vegetative,17.5857362837361
+22.40894033783221,83.68005745884082,6.160507036038747,3.4549554593733305,moderate,sandy,23.446871471258746,56.38731017894031,moderate,wheat,12.116798840574218,vegetative,17.892302925101465
+38.4578932162829,30.697596077122,7.724058490917621,7.883120804285914,low,sandy,37.365193395546186,48.59556285084506,moderate,rice,10.829789261747568,seedling,19.669229115459924
+35.46850573710127,87.95417951194867,6.115736279792204,3.592202395464218,moderate,clay,27.921702439410417,20.595747545198886,moderate,rice,12.101926445308097,vegetative,18.795433869951363
+39.58918016284157,58.4118097707887,11.895403345543142,6.93402661641372,low,sandy,45.58103038649693,16.95285375115255,good,wheat,5.129113052831038,seedling,10.482322303264263
+21.49177097376035,77.89097937449057,6.652490664136794,4.236860008542017,low,loamy,7.190396616775256,45.04430017384006,moderate,maize,7.191137186341697,seedling,7.660023089697768
+39.24309081994943,37.63224716026685,14.513953895662816,7.2558575673866175,low,clay,16.633264046584884,17.02115043021006,moderate,rice,3.3236768323035046,reproductive,6.787135107652032
+25.780846744788946,53.75646574883845,11.595743171674522,6.323639671370739,moderate,loamy,14.86722165938678,57.66578324663824,moderate,rice,14.883146889584268,vegetative,19.19017918261958
+23.687969882843863,46.28763978125946,2.91413223495018,5.38750905322176,low,sandy,38.48769263792212,32.29138853916918,good,maize,16.56062802830228,reproductive,17.773741884793466
+16.25873817423383,47.49952623005622,6.2053723735976485,7.384006667283772,low,loamy,25.914719668517986,11.540752999365251,good,maize,14.722917520325144,vegetative,16.343802253576158
+16.319131446490065,37.3953371970529,4.428948838203115,5.325776572865833,moderate,loamy,5.675586831619958,17.529680026398673,moderate,rice,15.047926962221178,reproductive,14.975503332307088
+32.30028139866637,78.34582995258042,7.806264251029706,8.570964820600263,low,clay,39.8046538592975,24.524058974253112,good,wheat,17.679556311248618,vegetative,20.29045044346434
+26.448224860850697,30.55453887486469,10.319681724187262,7.836787665882127,moderate,loamy,21.281142024620223,45.18773509685627,poor,maize,14.935305839708697,reproductive,16.41804501436962
+20.663040650902644,48.75032741911215,10.135257145682196,6.325111956104649,moderate,sandy,16.720716130802657,46.86461623993368,moderate,wheat,8.958258750757976,reproductive,13.439551451612978
+30.349257658130817,40.4646325929849,15.09047353126578,9.016485460687976,high,sandy,13.222295693588888,20.651260157692484,good,wheat,7.068741644805197,vegetative,10.750637840632065
+21.321452956252777,65.34233643650043,3.783437272034187,8.630894571744445,moderate,loamy,47.57054840265061,42.42777657630332,moderate,maize,9.97755799560179,maturity,11.662881954673516
+29.440793858610565,45.25514415687263,18.929456585948937,6.254715156963994,high,loamy,47.39171124377604,11.591368419355328,good,rice,10.874532001788912,vegetative,12.614265153228336
+23.980218674567254,45.539907271685976,6.856902137643372,2.54758154960638,moderate,sandy,8.44487996817725,15.142646257548655,poor,rice,7.636732212736024,vegetative,15.14003919187354
+35.588805665295475,59.30028863971913,6.00497693832277,6.527970817593952,moderate,clay,15.474531184381403,36.75053374706143,moderate,wheat,7.993612393066375,vegetative,14.814553430523953
+35.51740401916948,69.16134236045554,13.703571563604395,4.842055916482284,high,clay,34.07536949372809,45.19118199430837,good,rice,15.06703010837673,reproductive,13.957728534756408
+26.933759953060036,37.27828227390982,16.11033257366125,6.320903542429873,moderate,loamy,35.16910962702414,55.71836286343704,moderate,wheat,6.524740118008109,vegetative,12.243624309134924
+23.77047773337539,40.53068714792977,7.569435296273069,7.177043683980747,moderate,loamy,23.795228472994133,31.887623814348142,moderate,rice,16.046663251681117,seedling,17.006055138554828
+24.063994913977364,44.83048467567106,14.936939497879544,7.158708598805117,moderate,sandy,30.582943601549644,15.997653042434658,moderate,rice,7.37448593179199,seedling,10.575823372980764
+35.14286314170545,88.42489284707763,17.674719122721093,7.3881923481440115,moderate,loamy,36.61837624443474,56.44883154322477,moderate,maize,9.909382159887306,reproductive,13.070100438993116
+23.2044870699403,53.829149996575225,15.336073304139148,7.434149000360119,low,clay,47.77291418307647,31.87188426472919,moderate,rice,7.684573785317178,reproductive,10.970543410509284
+20.22648434267115,65.93940543786158,0.6839297114166598,2.8742513497080333,moderate,clay,37.62992305700514,34.87365503227772,moderate,maize,16.967239260088682,seedling,17.520434888770737
+17.117208546882672,44.49256876295867,16.54737822732376,3.533698643658349,high,clay,9.9621783930148,52.7214752201585,moderate,maize,9.7003749137277,maturity,9.494034006698982
+26.66732802211021,59.42757150944928,15.489619169087348,7.044328036338808,low,clay,37.303097637776375,39.28898468029647,moderate,rice,19.635052280984016,reproductive,20.91726561952254
+27.053302472996045,34.447150463157485,13.38580476306372,5.265379109848293,high,sandy,8.047684784261339,25.072512738917148,moderate,wheat,13.212783492684052,reproductive,17.66601802292139
+36.02271776007268,32.08452875533962,15.200448381758068,8.102813162446107,low,clay,27.612825665348257,37.03902188672379,moderate,wheat,3.2832358386727454,vegetative,9.613298009422811
+20.5309674111516,58.12401160928761,19.58850791663878,2.999274258102657,low,sandy,28.710285841530144,41.24305488825389,moderate,maize,16.857393319131834,reproductive,21.69092535196431
+24.52478184171,53.91955725110472,8.622257756366993,3.5321839553643146,moderate,sandy,40.02191175677326,54.48999448030832,good,wheat,14.71725372270258,reproductive,16.996060220579245
+35.210143472342274,38.21281918150966,1.3444646990919562,6.467717139491784,low,clay,5.520139223235485,21.74172357421117,moderate,rice,7.354022977140528,reproductive,10.891247153825542
+35.59059026872434,71.25608573524403,9.217799392554332,6.0059841541431895,moderate,sandy,44.363843019512096,37.96895153066093,good,wheat,7.564624019200127,vegetative,12.231121108739677
+24.615276899469205,89.57420945395586,0.9286731078209588,4.13117723181352,low,clay,34.87481283686135,56.02495192944299,good,rice,11.36789374349785,vegetative,13.434149673055796
+26.478100582167023,53.73880927180275,5.885008161769223,5.266745948041268,moderate,sandy,6.403588249198451,12.273639526554833,good,rice,14.329089111143691,seedling,17.135298329521646
+22.582147271232078,67.47351815504368,11.73759583593518,2.2798502244532246,moderate,clay,12.201362417425084,19.728390641800644,good,rice,18.29481565261267,seedling,18.479229434010524
+38.3138719604828,87.77855654186914,6.192457858523126,2.296304863954993,high,loamy,6.778288848958365,27.315745719083115,poor,maize,5.827209913385983,reproductive,6.8170121483142765
+17.966094143539507,79.89209834681252,13.707904918190772,2.759416022598973,moderate,sandy,39.46728202031327,43.92341997844295,moderate,wheat,5.84454445814561,reproductive,9.987372387463363
+38.343735575036746,57.81313339816114,16.439726553714422,6.614339625604484,low,clay,12.690729158389866,52.09236360774484,moderate,wheat,14.851732497406063,reproductive,16.565616450889518
+32.09666129588358,74.24936906759515,8.408783585590738,8.90973131690523,moderate,loamy,7.051999264993503,19.958542441934583,good,maize,8.403426573380376,vegetative,10.193691789322932
+28.28930381716828,37.68810241503144,18.002759025860072,4.0817863140766,high,sandy,11.209447932123217,22.33522390162274,good,maize,6.86050400550436,vegetative,12.591836707802065
+15.816476519612396,60.72623132782795,1.5967786270080042,2.271518637787362,moderate,clay,30.180065176442596,51.16427181125508,poor,maize,14.686948770128383,reproductive,16.498074286663456
+26.88990479555021,46.7436166307962,16.802263284008994,7.6690168164185,moderate,sandy,27.29689363696941,17.417175328729897,moderate,rice,4.028206054298928,seedling,9.54518978282432
+25.193702625068305,39.669821273769664,16.57146290878598,8.842817912040532,moderate,sandy,16.081580884591414,23.05884712891824,good,rice,12.033206221321006,reproductive,14.116046524510754
+19.030470299378063,55.57685437527209,6.4398779265352974,3.105382282104814,moderate,loamy,47.43208763303581,46.63467929555797,moderate,rice,13.890275532018824,reproductive,15.547550948401426
+31.410240087516424,37.86087326601687,5.9743037424923,5.085981567523201,moderate,sandy,43.466398955839054,18.30793974797716,moderate,wheat,9.54000181516192,seedling,15.65884708157248
+39.27877268420714,71.93910649046913,6.101899623070253,3.269894724721638,moderate,clay,19.150742282985384,51.40167623424434,poor,rice,5.1369385010209525,vegetative,9.908415782364424
+29.05472027661313,57.37440264320013,16.22787424688822,2.8508594448749216,low,sandy,26.355736938720103,34.52582988195033,good,maize,8.823764501194077,vegetative,13.474777032575304
+32.868831911098646,61.86867795387983,16.6330697522039,7.185348307794996,high,sandy,28.25704365238386,32.378603779534195,poor,maize,10.331091922245694,seedling,13.338180562751496
+16.71126131415042,38.78255632008942,6.594449176553352,9.74029180942505,low,sandy,39.02790987114939,16.762760076114223,moderate,rice,5.738746607010578,vegetative,13.029275966439272
+25.441674895424867,38.38629966560967,11.851806948889235,7.425325004966098,moderate,clay,24.257594967835736,43.98291429481019,good,rice,11.303190584912857,seedling,12.724567806064435
+17.908962129112396,65.00492611560745,2.77866458880909,9.878517302460946,low,loamy,29.59118443960917,54.20005190904826,moderate,rice,8.759913296235013,vegetative,12.878270213011014
+30.31989588841276,89.10058486976678,9.375574765620442,5.475162208562331,moderate,loamy,23.565450392566227,44.60539421437342,good,wheat,18.30022927796805,maturity,19.51106755159314
+38.462053955353866,35.775034994263535,19.97585701711077,9.18295831061888,moderate,clay,39.32693650539996,25.8442301423426,good,maize,4.093106910049689,vegetative,7.163182844446507
+31.544443311790964,47.14388571394687,3.176782954124937,3.640673797330437,low,loamy,30.01702937396017,44.93993331044749,poor,wheat,14.389237933305717,maturity,15.40206875487429
+16.92007620786054,82.16754699227326,18.95125279920118,2.943234936086345,high,loamy,42.25012745647272,35.49712296000416,good,wheat,15.27276044351403,reproductive,12.577833927787363
+23.866655124627076,34.33632073531422,16.485094439300155,7.62016040729949,moderate,loamy,7.418110492837318,52.68652191741881,poor,rice,13.352042451285133,vegetative,18.36084004876632
+28.766584486021287,82.55314328201707,19.4442930189254,4.971266646901086,moderate,clay,45.69378623411246,32.98235496314845,moderate,maize,11.871054486359114,maturity,14.92824509284676
+25.080193903331303,61.45715900248507,3.5915752122106603,4.541500821976813,moderate,loamy,41.87257002396603,21.865132594525285,good,rice,4.959648866628469,vegetative,6.322882512029048
+35.841100261879305,54.49600643558555,4.270369808867285,7.370244623981264,low,clay,41.832711326507095,15.062811070039198,moderate,maize,13.339046812332318,vegetative,18.709457923909767
+35.366775117749725,48.58083386108736,0.3373436346971736,4.667872334155905,moderate,loamy,11.313897769628117,24.053338091389783,moderate,wheat,12.632756329645169,vegetative,16.954605317039388
+30.295775502580536,47.82702948767052,14.49403625831211,6.580465377988171,moderate,clay,16.856279368141355,38.176994291734765,poor,wheat,18.5180831195358,vegetative,22.795948056041507
+24.336448628317637,48.34815494696873,12.881893868723711,4.395640850090435,moderate,loamy,49.11177315583611,18.50212652961017,moderate,wheat,17.827085702894486,seedling,18.50181199801307
+21.3834093440811,83.08818485761174,3.561308766494642,8.27006070569001,high,clay,47.76237768794678,11.988056696578044,good,rice,3.349067265913752,reproductive,1.8619722687995768
+17.646857955328233,73.42771381048713,15.82289931084144,4.499106723962523,low,loamy,15.194510293524225,32.44215260853132,poor,maize,19.73807426786995,seedling,21.274050353364878
+23.87244208716385,70.18338046986904,5.983910122634509,6.2799531559697614,moderate,clay,24.480620157038697,27.37160593009854,good,maize,12.612531357876476,vegetative,13.614077463429007
+25.329312930192987,77.92494893712005,2.699911386612704,2.185408669576094,low,loamy,12.017439838456893,31.019531251668027,moderate,rice,18.571723167981165,seedling,20.01023553390654
+31.89557312760184,45.4268797802487,8.451253300386963,8.333846266867141,moderate,loamy,16.81871773509846,32.706670530740475,moderate,rice,5.536973180955943,reproductive,6.719763911303016
+31.45399560743933,67.08256872490534,1.8193969685371212,6.962702198575808,moderate,sandy,13.312782196056569,48.30352353660016,moderate,wheat,14.83826900029938,vegetative,20.617363813584497
+16.752703491031426,57.603974337477055,5.264873125464932,3.5378965359431653,low,clay,8.642166419084507,58.04634276451625,moderate,wheat,10.79248147055943,seedling,10.577238585234149
+24.881482885778944,76.9464981120116,7.426667168546923,3.722987008728201,moderate,sandy,31.07654896541303,23.114221865626767,poor,rice,5.280178380792349,vegetative,12.01434051810989
+19.54447168043405,48.55536662839713,17.037283490283,4.099943348038576,moderate,sandy,15.835356173601047,57.119943976039295,poor,wheat,3.38624146578089,vegetative,9.340259517590894
+18.920317632920145,68.59071701219375,15.850974825864428,6.612240836764495,high,loamy,49.65082038346935,21.418781011922963,moderate,rice,6.676724249341603,maturity,5.925447015724298
+35.68255374343114,82.93274470903881,8.855085715012365,6.386530664744184,moderate,clay,28.194788791862543,47.7472553298478,good,maize,3.284256573954515,vegetative,5.982655559648829
+16.047880417906438,54.12902857169573,14.49150115504775,4.190909757135115,low,clay,21.159244419735177,44.06730242522324,good,maize,13.162321720271114,reproductive,13.50674691171134
+25.479571897553036,33.99732524204769,11.3729927235801,7.552498335816029,low,loamy,46.09229771312632,12.61111082389698,poor,rice,8.183741866101428,seedling,10.03277389435208
+19.20509139416296,60.96304934050757,6.816837101561362,9.11232932746985,low,clay,32.93357796713832,46.24609015162438,good,maize,19.21233047107082,seedling,20.11799712496687
+36.98325539196185,50.758349268421554,14.517486869905696,2.348123821228308,low,sandy,10.71854686252273,55.05613458358178,moderate,rice,13.753838013157116,seedling,19.461842228401885
+28.92601283187588,70.3335228328305,13.66998308932756,5.337573102581452,moderate,sandy,27.40192054305624,56.51111483725446,good,maize,15.983118882243945,maturity,20.257551765827447
+20.7845159094212,87.06197548491636,12.38188884387204,6.748160948358479,high,clay,24.84856178431064,44.259670219758185,good,wheat,10.374019635032004,seedling,8.007862420535403
+27.56068217915941,59.13649907981082,12.359110420865012,6.691481628295995,low,sandy,39.43094307837084,49.329401825204535,good,wheat,7.542333799517326,vegetative,11.97108435708278
+33.2871589925779,57.971413809332034,13.659639846539536,2.156282775916086,moderate,sandy,36.21999522659747,13.577092500932384,moderate,maize,16.04517429810588,seedling,23.33988038797316
+38.95295022298585,69.27508801148761,7.690910252850765,3.68452852678884,moderate,clay,21.68560937439585,18.06263230691625,good,wheat,10.95066178479367,reproductive,14.411404214278608
+20.511150106135474,36.20985021561406,17.381516301354047,2.494645770496972,moderate,loamy,26.126569443987304,23.123983122252103,good,maize,19.992435886128455,vegetative,22.104409485151464
+37.15454430323363,45.21037133550088,3.2461569099292165,6.551720580399473,low,sandy,28.345462856315336,36.56691864168354,moderate,maize,13.07327531196895,reproductive,19.107698999882984
+38.357602854187256,85.13875953002392,17.677709264783083,7.163119101355737,high,loamy,24.010741910533092,29.31223727474781,good,wheat,17.367686706329135,seedling,17.7884818680099
+37.91051361330166,70.19655680182598,6.845636860639887,3.2779373073878206,moderate,loamy,9.847461831436158,42.8567517910906,moderate,wheat,7.894197820411471,vegetative,12.949447321113423
+30.88535892154775,30.806642639004977,2.5006323121724505,4.664088954736581,high,sandy,45.74506458901421,32.28443934930402,good,rice,10.256746364144163,seedling,13.229183185627878
+30.74551636086769,42.27752835354119,12.000548053582598,4.638429947008168,low,loamy,35.26519960825101,48.75111201753271,good,rice,7.090281218803552,vegetative,10.488972946710785
+25.080265829595568,70.97023596173395,7.519733381408105,8.558418652718267,moderate,clay,26.13741119171973,45.67940410017781,moderate,wheat,16.182079194982123,seedling,18.14418210452068
+33.8099470575947,75.86395215375445,16.309994542070385,3.557275236233066,moderate,loamy,30.631412561925742,47.36406988078528,poor,rice,15.873189450421233,vegetative,19.844352621606525
+28.282350458773298,80.39157436044252,8.615709370575345,6.386512970605268,moderate,loamy,14.592362776933118,51.44244018255521,moderate,rice,13.075564825699091,reproductive,14.489975764285502
+31.935951780707363,47.53060820292269,13.371250511242197,8.263484100007075,low,sandy,28.87503497503612,51.71112074405827,good,maize,15.428650730043264,vegetative,22.69782877837364
+25.711447596219884,85.86171577665377,6.16515979009651,8.636625543176383,high,loamy,38.57124999635672,48.97761902517126,good,maize,9.129909440817944,maturity,8.789005336239345
+33.287411601078475,63.17681361467354,4.189047500506802,7.332528754277864,high,clay,29.015346403108023,13.296329111469127,good,wheat,17.927269121440517,reproductive,17.28511063013698
+35.61178794011373,71.79234134327358,7.760980618976476,4.396222018095063,low,sandy,26.62994176954792,41.1601675738073,moderate,maize,18.679114064590493,reproductive,25.0
+18.660906415070404,65.80433176679448,12.136156692048669,8.58437259863085,moderate,sandy,25.80735517215655,10.989471599088,good,rice,14.287724090189878,reproductive,16.218225054674765
+35.8232428893557,37.36440328047723,13.138934784227036,7.937328216801013,moderate,loamy,39.27302569475144,47.18795198174023,good,rice,9.340496762675151,reproductive,11.58316863065773
+28.507413294757683,87.78687956309278,11.564133305960366,7.635753070634154,high,sandy,38.90028513142964,13.052886996293877,good,maize,17.31027035220666,vegetative,20.528196320512365
+36.11664772725561,37.37253479364916,19.76111437248218,2.5386831910800574,moderate,clay,38.75316025743785,59.16074975484639,moderate,wheat,19.670174345612384,reproductive,22.931707753023904
+25.782542658525365,45.29291738467101,13.821803729903303,2.3461190452123963,low,loamy,16.077649906049793,40.703910468298304,moderate,maize,12.842891019823352,vegetative,16.728009125290733
+24.476012134575875,78.8176728133788,18.63039255193836,7.562922381612636,low,loamy,32.80527355393562,19.09990481476925,poor,maize,14.217399339334255,vegetative,17.662259438547082
+37.87651831293056,67.11581769006608,2.35866389790349,9.558358409871444,low,loamy,40.050829085440846,33.41397547824015,moderate,rice,17.4609782790128,reproductive,17.96304334629645
+21.279231688710038,80.28894992258142,1.2274585962695772,8.189791424504154,low,sandy,30.285242121366,51.33384878597119,good,maize,14.435064407304052,reproductive,15.971114319835689
+36.10530813215358,60.9441713024427,6.219894040239073,8.651804531949509,low,clay,40.05398067957253,18.9998981624134,moderate,rice,6.345763726049056,vegetative,9.58517283573842
+27.1005143127351,52.61959412199809,2.731778767528479,6.359858246798323,moderate,loamy,43.44815292433369,36.838773522124654,poor,maize,10.192829453585995,reproductive,11.895969302000356
+27.85238606378149,85.3107299728671,10.517370564565354,4.436689152704592,moderate,sandy,12.82505268022545,10.179038378795116,moderate,rice,13.404659574896275,vegetative,19.273527899152477
+22.7117070372371,32.175139050887694,10.379625070465575,7.421895174135074,moderate,loamy,18.78533714987944,49.42131244375048,moderate,maize,10.88421801314583,seedling,11.098338071619189
+29.32605501547539,81.36781322118276,11.500943328879004,7.69576700394154,moderate,sandy,32.058933977955306,19.73038005761659,moderate,maize,14.559262155692814,vegetative,20.65491274321646
+23.130279906905283,43.8490671112669,14.904557616621457,7.402863773552055,low,loamy,18.035527385601632,29.358909583478116,moderate,rice,7.786112158337278,maturity,9.444582775095231
+15.981735356041307,80.92417966523806,19.4265940042464,9.573672453754565,moderate,loamy,47.362341999688994,36.51218502868008,moderate,wheat,5.698677013480281,seedling,9.46351579677304
+21.7999651336089,38.35179680501314,17.565173828782928,4.937432266116452,moderate,loamy,13.736040796936436,17.243077255193004,poor,wheat,3.4831572216282707,vegetative,7.132915490466428
+15.159476085164767,64.81313782143243,2.367344791511632,2.317260311646268,moderate,clay,21.062659005040373,56.33354234135005,moderate,wheat,3.661809920418768,vegetative,6.154518316162188
+39.458869676421415,83.28647514068832,6.770273775413145,9.267554822059274,moderate,loamy,49.74378361556736,33.44030693849329,poor,maize,9.064337486869492,vegetative,12.78183827402755
+39.14368024549368,58.41237881393343,5.116460500960837,3.2839929508326504,low,sandy,13.513178573280369,21.5891781246126,poor,rice,3.369875742154991,seedling,8.60715758659875
+24.878882436807626,74.79400042820357,3.536347155595856,7.57854671509946,moderate,clay,25.19679686259668,46.75713854601706,good,maize,7.618628595409913,vegetative,10.72591666847997
+33.20927135849115,78.28029707133351,10.89449753311569,8.985635518181475,high,clay,19.120203443462167,54.710671366228034,good,maize,11.727899571406931,reproductive,12.188027809670624
+23.645152460260626,74.18965252300674,11.065288040654613,4.481131184117081,moderate,clay,41.44096357471636,55.633545747021685,moderate,rice,15.650610678411422,vegetative,18.348020020736534
+31.7773289271494,85.5197842124759,4.544896557761227,8.643321926839413,low,clay,18.686625779596817,31.556696984085587,poor,rice,13.011895108563271,reproductive,15.497558929799316
+35.135751076149475,56.81005383119572,14.23794500613371,4.656465010171553,high,loamy,12.264302954386132,27.9730636910968,poor,rice,12.087792651325726,vegetative,17.589334216793542
+38.66890611730602,40.38752634990935,14.658285983390105,8.354063425889997,low,sandy,46.99108086634491,56.46287087993007,moderate,rice,7.116255997570888,vegetative,17.470184048384276
+25.0053068962418,32.86866382214879,0.4195998966786662,2.558638903789806,moderate,sandy,19.283106928170906,12.641908005771144,moderate,wheat,3.2678502630401005,vegetative,10.686531979718842
+34.582449573901194,44.78759217825031,7.915154074446331,7.241943989367422,low,loamy,38.37863887545152,47.52700533601435,good,rice,5.206023475741461,vegetative,7.760064879292719
+21.64821126580297,38.59185023281452,17.802812824032422,7.417104644630369,high,clay,18.075547636265675,18.875441312295145,poor,wheat,19.691014237062937,vegetative,20.46181170662861
+39.75830759484121,63.47692448606883,10.406372164876764,5.931406640647651,moderate,clay,13.036173416661851,33.275064575054174,moderate,maize,18.772071054259136,seedling,19.9729570650346
+15.644239969108778,41.09672023270392,6.952556028779886,7.496726910901686,moderate,sandy,41.1085482154474,57.68461257663027,moderate,rice,8.289354098703534,vegetative,14.42355078520858
+30.088220162528025,32.336022437362274,5.073523031902603,9.385469364430728,moderate,sandy,7.501189428645192,39.057406295121126,good,wheat,8.45669773167743,vegetative,16.393406362897604
+31.48764954128318,32.15938973212007,4.8670903983656455,7.870838599745824,moderate,sandy,19.93877856659914,36.17203756292759,poor,rice,18.152515694788192,vegetative,25.0
+32.20113892685322,79.8941699018917,1.995360677016127,9.69036823187728,low,sandy,40.10367504117953,13.0900379296245,poor,maize,4.335157162925746,reproductive,9.472383473118404
+18.009689469727224,65.4869958865815,16.344528381861842,5.588898510816574,moderate,loamy,28.046188471709996,23.86702735498971,moderate,maize,5.91400277031047,reproductive,6.983716818658534
+38.46324458682826,51.485118113602695,1.7331481078834243,6.226325853631657,moderate,loamy,36.0308217895207,10.152555146166378,moderate,maize,5.004608372205462,maturity,8.348894524934522
+19.529581976252068,83.65368256441482,5.845895317236316,4.109909577901655,moderate,loamy,8.006760824998306,53.750286737910415,good,rice,17.8056048362001,seedling,16.51400329626455
+30.568835080996028,34.21179668446282,0.9135147713270642,9.884813342406948,low,sandy,38.7414495934531,42.24273388043616,moderate,rice,3.112161069266381,maturity,8.67346310669909
+20.566901978077123,88.81932436366955,15.62773139447401,2.441093881290179,low,clay,12.737318251967658,15.901383263057737,moderate,rice,3.245749386128713,reproductive,4.725354327650628
+22.68041042553177,66.97750741526767,0.7856736445358092,4.868963340934482,moderate,clay,41.39168162665348,28.17363444967297,moderate,wheat,16.835332125922477,reproductive,18.89952571436574
+28.66146354320311,41.00785523813091,6.166022077364168,4.381577318148903,moderate,sandy,30.38786240892204,50.5707670598005,poor,maize,13.827395672168716,maturity,19.624810420068783
+25.42983546411441,70.74414593861812,11.46594740173328,5.092093705024444,low,loamy,38.262281811946806,17.01515991188287,good,maize,12.5742687327778,seedling,12.109939009886322
+19.005640024412656,75.80287558701376,8.191227205868877,9.341742884158926,low,clay,14.577471118185944,21.51326521455856,moderate,wheat,18.68865762924572,reproductive,19.76745190498
+19.273410060521208,55.76056700224647,5.645421344982009,4.944302992548119,moderate,loamy,22.794147789745264,37.07032615606569,moderate,wheat,11.217307970259434,vegetative,14.899732387940254
+25.453619704069997,81.69795637473284,5.503781448550833,9.335813221600004,low,sandy,41.0931199604777,17.247332314129658,moderate,rice,10.936337739510542,seedling,16.708008043655852
+33.93207445688752,39.04394443778822,15.955806120124986,5.386710893305621,moderate,sandy,45.98620224368106,29.135316949401197,good,rice,10.153124542217878,reproductive,15.181492019235918
+37.44911617119472,46.7302550146565,19.4795619017449,8.838150153761667,moderate,clay,15.195748788359834,59.10638639787878,moderate,rice,14.088042701700632,vegetative,18.316626545846848
+17.10319155648457,35.60954169503938,6.960821408975868,6.17400078800535,moderate,sandy,40.702714698641614,37.19256647637214,moderate,rice,8.494328951046956,vegetative,14.916432437016718
+24.827597688985023,42.65267043644113,0.7829102721803305,4.490822747426519,high,loamy,9.88498302635218,45.07638906237654,good,wheat,14.362717706538689,vegetative,15.323336281022426
+17.506139093071916,44.323728714668704,0.7313155581821684,5.594798391743098,low,loamy,24.15868976844444,43.16405241256594,good,maize,14.962353604361066,vegetative,17.249711638724097
+15.414812015814949,85.05799145530261,15.184268304214362,5.395048631825627,high,sandy,47.24238499310325,20.58580124665666,poor,wheat,6.594952683573716,seedling,8.895983414864642
+31.542967066098917,34.68658132506937,11.04739643218254,4.079312496684407,moderate,sandy,47.53114185593768,52.30566934560822,poor,wheat,13.11415194853591,reproductive,19.46711082539567
+30.06123604916469,55.64490721126256,15.671853148346608,4.317109839935254,moderate,sandy,18.350699091774224,16.102507756842442,good,wheat,15.355564914827996,vegetative,19.742062553088253
+19.07547784537216,61.94392123361477,13.949940205771496,3.4916313704884354,high,clay,13.68110329618651,56.07975675840986,poor,rice,19.34069442964317,vegetative,19.61666538572292
+20.845320827326603,83.92158322812965,18.15012698530793,4.688004457660867,moderate,clay,11.726886670859034,20.803593912877457,moderate,rice,18.96136172632021,vegetative,23.38739702721083
+15.59269384111296,89.86177311967282,17.71648582093247,6.995246425993368,high,loamy,26.639386410693227,57.73721432412164,good,rice,6.486007683773778,vegetative,4.675759628128267
+35.873680142360094,75.20328689519015,15.766547912423547,5.09246534967705,moderate,loamy,9.14345717972598,49.89817315733391,moderate,rice,12.81402389390548,vegetative,17.93947889482422
+39.36726490121379,88.24745943414177,9.503783200842877,7.698585687410338,moderate,clay,21.05838736047999,18.54916209775476,moderate,rice,10.979196323287166,vegetative,15.411077292528676
+18.38648841986727,77.22606795215242,6.16252815207705,9.895825357503623,moderate,clay,5.76550024678146,18.020134528868333,good,wheat,8.937195083482074,seedling,9.492964770563333
+20.78688034413245,87.792158458285,10.140535748892798,5.01680863587588,low,loamy,16.67291499429208,14.226471956333466,moderate,maize,8.816562206282416,vegetative,13.101198700512988
+36.71023809867335,72.4362435566673,10.041432146396472,5.701113712716936,high,clay,45.512460585307984,22.367769467819198,moderate,rice,19.505980378032067,vegetative,21.53042812022485
+38.16159494890462,34.78580552706426,12.205510977786751,3.312881255584781,moderate,sandy,25.114027699980312,42.95533779639509,moderate,maize,3.622123389407798,vegetative,12.793367589294348
+25.49068457017026,54.11521121956059,3.721951355658082,5.137722286234529,moderate,sandy,8.318545057979565,36.015122967760576,moderate,rice,17.493119712594627,reproductive,23.37023958068536
+16.265561806726854,68.79583702814821,13.112397608899776,7.814659606325435,high,sandy,34.107655453740456,40.66753949490287,moderate,wheat,10.70930534490348,vegetative,15.234489355665756
+15.984795842320484,51.043110567255056,9.132018484116315,3.739238397939703,high,clay,48.00351023110242,11.55703020611787,good,rice,12.633583041891884,vegetative,11.988152323393187
+29.34874665172526,46.40303508682672,12.404096638817183,3.456432389241834,low,clay,25.85334311625508,13.998569072145214,good,rice,15.567261201977162,vegetative,16.816321536759617
+24.82237772232948,64.64395602798547,4.792096458390914,5.010998989193534,moderate,sandy,33.09295372284706,44.5987023079196,moderate,rice,10.758102930564018,reproductive,16.75933385829638
+15.716310689441364,86.0101126021461,8.6878978775471,8.549195885741852,moderate,loamy,46.373810307240326,52.39541716910359,moderate,rice,19.7844736212326,vegetative,21.87432802973821
+29.58130980781392,32.09891241096921,4.204024289050405,6.989257517691867,moderate,clay,23.85947407531824,27.971088844860155,good,maize,17.749696454019073,reproductive,18.66040326069615
+15.282563414725562,76.15387221248626,17.506103135136033,9.660635020692853,high,sandy,34.906406260000374,18.324120398813264,moderate,rice,6.6285344738367264,vegetative,10.862154558201825
+34.684298953731826,73.36363668267762,9.759220900830751,9.236323479421005,high,loamy,24.83169234251379,25.417775836511552,good,rice,14.397225788922968,reproductive,12.61991893715451
+22.660820567584288,87.83720552329723,4.4996283114762425,3.2090975745859387,moderate,loamy,48.29589394365626,30.601498256688345,good,rice,11.081208337097586,reproductive,9.852411245354524
+16.006450075230802,85.84267333995261,0.8241739148309257,2.340422196857717,moderate,sandy,27.671070783746824,41.50679639689173,poor,wheat,9.138363670941809,vegetative,14.025345025883816
+29.708805524578835,75.73395372265156,13.514773293070837,5.192757873558033,moderate,loamy,44.85438026417438,30.47367122927647,poor,maize,8.978410918179883,vegetative,12.26561785581776
+24.94211036082637,61.22452588095592,4.292894279795114,6.176635830549117,moderate,sandy,27.823932430025184,54.85205622852744,moderate,maize,5.7667852100059065,vegetative,11.552598122775509
+39.34501033392874,42.25605319401119,19.791643846375568,6.124564921749716,low,loamy,35.07737372577196,30.060619736449343,good,wheat,10.780095204318885,reproductive,12.782882391848094
+28.604966562592555,62.71414309953446,10.674007468303431,3.0728581421684424,moderate,loamy,22.376366923618168,19.068675948194795,moderate,wheat,13.126236675349723,seedling,15.571193666586217
+21.88097952592521,75.92111963517922,5.779539924960641,2.998539457236883,low,loamy,46.28997800268011,22.417230334903696,good,rice,16.571629132209836,reproductive,15.80448358424769
+32.735971615849365,83.74015275827358,13.153548675852608,2.3748860462336294,moderate,loamy,34.11239661447772,33.25831310079799,good,rice,7.909185192852343,seedling,8.903599114653854
+21.787300063567784,77.38272055263295,5.504398468761711,8.806879408443203,moderate,loamy,5.896054844760992,49.12313374506316,moderate,maize,16.154781631593757,reproductive,14.816667840875288
+37.60608228518913,41.71601611146324,16.40548587819493,9.58195310454543,low,sandy,5.703852808230793,53.47034332375908,moderate,maize,12.41413619307171,maturity,19.05063404961422
+24.36804926268441,65.98117885368356,6.164721018598838,2.9254801617437733,moderate,sandy,35.42798832771804,19.26453597017517,poor,maize,7.386702600622351,vegetative,14.231148656567765
+28.74671406940513,49.93040757188142,19.764954647918184,3.7049789483928928,low,loamy,10.142098802046592,10.173595385923877,good,rice,16.37912498615351,reproductive,18.34567316893863
+16.26432759560572,30.55234004343858,12.102895708905873,2.718903077879282,moderate,loamy,37.22739857149399,53.47044058502202,moderate,rice,13.2490930251479,vegetative,16.944224064974108
+25.65303094880577,42.01325614731997,16.888222978853268,9.02001736912668,moderate,loamy,19.49075509029435,21.409823353766008,poor,maize,19.23302681374084,reproductive,21.92039551788265
+35.809088491524875,36.79323899600696,1.4563093915684444,9.669669868289928,moderate,loamy,29.251385514119367,51.08313699015043,moderate,wheat,7.903070273633179,reproductive,10.41508787436988
+35.14122013408355,80.56314741236811,6.965988347723764,4.094372613767121,moderate,sandy,12.847981439012308,37.53739547214091,poor,wheat,19.543245396185934,seedling,23.495059325352344
+20.60796397133816,45.51037512886872,14.749741723322993,4.428670639482999,moderate,loamy,16.079980928208997,30.205777149414025,moderate,wheat,12.444374814242591,vegetative,16.03447007493893
+20.651976775264067,47.081878133253326,13.101180346811654,4.9013574753035165,low,loamy,24.66129881050551,17.337854427804004,moderate,rice,10.731216058419207,reproductive,10.7873487304037
+35.43263280533092,87.59619430793305,3.8848624286751554,6.01971007504585,moderate,clay,34.94649097499166,43.60185450414584,moderate,maize,17.874064119114,seedling,20.59868849350215
+38.259960504233135,52.74520338293113,7.124058610194197,7.459687829159415,moderate,loamy,12.007923648691271,50.90786839748263,moderate,rice,5.684019535004783,reproductive,9.466254447813617
+17.384023031825087,30.575138408663676,5.268868149750818,6.035124666036993,moderate,sandy,17.657741110399066,33.05470577167295,good,maize,10.853858882639408,reproductive,13.67976202997061
+26.25146598565563,47.030768900768194,12.26740339523686,9.60801265340993,low,loamy,14.31330808509053,32.31776739472481,poor,rice,5.133302696848121,vegetative,8.30888601311125
+23.436356974105724,37.15797483610875,6.891364589175499,2.7991476681719893,low,loamy,43.82034389512037,47.76395495264851,good,wheat,13.4246747750499,vegetative,17.62810612647216
+36.76721138643599,36.16851370415124,6.181084840006996,8.388844098200504,low,sandy,34.16029220581216,35.00593065076038,good,rice,3.722347922569561,vegetative,10.247023935010732
+17.088122867000468,34.64923740814497,4.147559608726834,4.675864726507768,moderate,clay,26.08230815861307,49.28062923745691,moderate,maize,19.6631113150009,seedling,22.02715398160225
+20.278148563950936,65.59556821052263,8.180542418292966,5.020381504692381,moderate,clay,47.61243743973274,12.705820983174997,moderate,wheat,3.1385018189078724,maturity,6.055823150500978
+33.811708439662354,41.36086341779152,3.910051803931072,7.670635549681803,moderate,sandy,38.11218329268954,52.881530860881,moderate,wheat,18.846871761360788,reproductive,25.0
+16.28234622453039,51.67456764246063,19.251391747552645,9.435016878995032,moderate,sandy,46.95017511559729,23.103532216609537,good,rice,13.951413338871,seedling,17.239298673322466
+27.31338451785723,81.721062967801,3.090036229906068,7.729606228428614,high,sandy,31.89168321015887,18.45973117381307,good,wheat,16.986993943231788,maturity,20.145919647297337
+26.052675866993,55.460288387776544,18.266094299175528,8.206884603035174,moderate,clay,11.212561008104416,11.6146753734943,poor,maize,9.088064941808158,seedling,11.498163555600703
+23.360029474718715,84.94148100309826,8.569461963131639,8.006233937270391,moderate,clay,35.39421979003505,51.7036549521636,moderate,maize,7.148077869513516,maturity,9.642157782870404
+24.86430788297309,59.87628320373638,7.557319831234441,4.567828847869799,low,loamy,14.067102229558326,13.005764543786194,moderate,maize,5.9436070990218495,vegetative,10.042990566879022
+28.248514673255823,53.93019689038535,4.626396018096976,8.055443465457984,moderate,clay,20.568586625048116,57.72152079086951,poor,wheat,12.03047483138455,vegetative,15.464924003950646
+19.03418395970958,75.02333562544209,12.715126687350384,8.276166081758413,moderate,loamy,27.932807021580597,38.24210080426353,poor,rice,7.531703704639058,vegetative,10.868508381092427
+29.29989695708982,34.390505926080124,13.710560300216727,6.267202565204102,moderate,sandy,12.081469192776533,44.93415924635788,poor,rice,17.96192352472452,seedling,22.11743308439688
+35.135808232499656,35.368702978945045,9.35141924504835,6.294049909334531,high,loamy,5.935162228225174,46.26552110283416,moderate,wheat,3.508957735624251,reproductive,4.772551553952098
+34.00402324475398,69.11842283537764,1.1141379138684826,8.07776642449987,moderate,loamy,19.718867294181425,24.634224438276306,moderate,rice,4.437429698846726,reproductive,6.773692030080079
+18.84749761734434,59.2164427943549,18.370203013771,8.536246897795259,high,clay,42.094209608980336,50.32291739548383,moderate,maize,6.668781514233963,vegetative,8.846325525542216
+18.731236743536847,77.42491501915262,19.60658265752762,4.697563536245363,low,clay,5.692098254372246,57.312033801257,moderate,rice,4.399786127900965,reproductive,6.854139078557723
+21.704359193622835,84.97625024061188,8.6208683042367,8.412497740602326,moderate,loamy,9.924526993757606,28.49255548124794,good,maize,17.076149818365387,vegetative,17.82106667995475
+24.02686815852593,53.30201266029285,12.273216148186544,8.51367205340329,moderate,clay,41.30846855315232,51.767469532204245,moderate,wheat,3.068746361281394,reproductive,5.336158167434351
+25.211389535212064,65.78460159507878,9.005972524874934,3.873005127348635,moderate,clay,18.763326632751088,48.60199076554066,poor,wheat,14.078142657711734,vegetative,18.35450665038685
+31.99243042083363,60.0417976677186,6.437593017722412,7.735605962533728,moderate,sandy,47.219608151644216,39.47979360320272,poor,maize,10.743208734763268,maturity,17.668190800894862
+16.417010804145885,88.89663933854598,1.5463758571561526,3.492271374689267,moderate,clay,22.11098643465342,28.38079889914595,good,rice,16.13656929711295,maturity,16.288742999125166
+15.86681760565166,79.8650644413957,9.121354607945978,2.744392903905034,moderate,loamy,40.85167680880022,30.75926469312888,good,wheat,9.976848276318789,vegetative,12.385901242206744
+24.79776407359773,84.7042624966412,16.36769112718903,6.596344096401821,low,loamy,16.645542856796958,25.380425960445304,poor,maize,13.965884233519583,reproductive,15.989931474145314
+32.42909230344951,45.26040525465625,0.3406292217600715,9.269217590267193,low,clay,7.782405728697814,31.313524038360065,poor,maize,13.867314344949804,vegetative,17.44652058857539
+19.835883573912064,76.35158538975566,11.642153663604446,2.283672188206106,low,sandy,44.6699518571413,59.48134591607398,good,wheat,9.185292365690678,reproductive,11.187041139717468
+31.037612031406294,45.92839349985893,17.615442174533776,8.612013100759373,low,sandy,46.7283414042309,28.17073848729194,moderate,maize,4.941268678358983,seedling,11.016716575504647
+21.495703448507488,42.52455200570339,4.35098860028716,6.051769685628053,low,loamy,36.86448460951482,43.275487677527735,moderate,rice,10.361386204207562,reproductive,10.823744262238106
+37.15215272033791,86.65596957933305,3.665117293781244,8.88716358976984,low,loamy,39.65305206182654,25.98032166572394,moderate,rice,17.876066111486374,reproductive,20.21783040631982
+37.39224860666541,31.158265003072,15.445532514038865,8.747815481368374,moderate,sandy,5.320742904135532,33.33238678444718,good,rice,16.538507710045003,maturity,21.105978725709026
+22.43218010703316,87.92332221980578,5.101728622385866,9.00229443853031,moderate,loamy,38.92205829469126,14.188699920667354,moderate,wheat,9.31440680597762,reproductive,10.576400201109992
+20.749843849081014,38.95571381932837,3.839685351212969,8.150991638453387,low,loamy,26.24883740999721,48.16171179478228,moderate,rice,17.74338724808804,seedling,19.817266007322324
+25.282599301655782,79.1662849075961,7.559785011384701,8.74393883637596,moderate,clay,25.3755704576416,43.05122236172684,poor,rice,10.45844277255526,vegetative,14.51255877276586
+21.01328962950372,46.55535318408619,7.85004024540436,3.408201657609629,high,loamy,29.30314642116895,27.374250407500565,moderate,rice,6.336151289862503,vegetative,8.584065466395383
+31.80959608229259,51.04213964584365,17.48202126033132,4.430825190999533,moderate,clay,17.204459729429722,36.24223410819425,good,wheat,17.688000914686626,reproductive,17.93419241281133
+35.65161711370714,43.005462679319095,12.368869438673538,3.939889366458371,high,clay,36.3329849664906,53.61109180145457,moderate,wheat,11.391861303088673,vegetative,14.135543468893673
+31.827303272780423,65.13084254886478,8.119229126791787,7.939426429824484,moderate,sandy,18.30149924121535,12.221635783053006,good,rice,10.375147673683491,vegetative,16.868674542457722
+35.60876118123374,50.88573285047244,10.687759285715336,3.2291449549370874,high,clay,30.137298708532107,56.51082483738643,good,maize,6.993563160735594,reproductive,5.404446284062668
+24.92480405518685,69.4435823696798,19.07930466650548,3.4578223230223086,low,loamy,11.161725296519071,33.53998012361892,moderate,rice,15.998309673050697,reproductive,18.54732895314895
+18.907924267721523,30.93883907652396,2.2642935321979074,9.03171776577554,low,loamy,35.37840358025604,52.98277027532649,moderate,wheat,12.353793871587603,reproductive,14.045438452076738
+33.44877368493981,33.86249301090238,4.154310434493828,7.647057543302705,moderate,clay,13.532574404973444,53.07414623480192,moderate,rice,6.524709365841943,vegetative,10.221845228701282
+24.011862628538847,35.97966916387492,19.250574131731103,9.003039823352694,high,clay,12.668629358663864,12.935613840111962,poor,maize,7.40834103362263,reproductive,8.292700678644023
+31.781770630728317,55.13962111861386,19.14649697054408,3.114842066085524,high,clay,6.0927423066215,49.07972859471204,poor,wheat,9.501892692553827,maturity,10.36358687280046
+21.76609854954414,78.88777035959856,3.5433084252954528,5.191843236490419,moderate,clay,10.48035990964166,46.64336930465901,poor,rice,12.083519970429665,seedling,15.280879234941455
+17.030740870166817,83.29067462270297,2.9021763425059643,4.265209360610541,low,loamy,15.465661028551974,12.159677350238,good,maize,16.688014170815286,seedling,17.201587574036328
+39.81454488719409,44.688644403654045,8.421702686772397,2.077448682237196,moderate,clay,15.003921231024174,57.02689351782504,good,maize,6.523169075764047,vegetative,8.936052838678426
+18.905037698264984,64.46218345434085,0.994365849759382,4.276183683509655,low,sandy,19.74521431752496,41.72741180267369,moderate,rice,15.55593207443136,seedling,19.53247801208761
+39.71052484908702,76.10189956155602,13.0980706457028,5.036666015823036,moderate,sandy,7.448738813470392,18.37670043049893,moderate,maize,18.575869028783927,seedling,24.940023575579072
+39.43199831416118,47.32976579517652,1.5499204332348435,2.737757097941695,low,clay,47.083910833397,16.154859718526936,moderate,maize,9.726569662300932,reproductive,13.471601662941795
+34.84545259770099,54.5404642041764,1.1605925418856144,6.531900462614559,moderate,loamy,10.362914570645811,38.09864961737113,good,rice,9.2190850745997,vegetative,11.729372271056796
+31.48557405204994,61.438452161142834,9.703738724176985,5.065381299781065,high,clay,36.58837455329022,12.94171322349051,moderate,maize,11.121061130952365,seedling,11.740045891002652
+29.445176256277115,38.09249078448286,19.155732722202032,2.371693298220364,low,loamy,29.07829264322904,18.220484736998856,poor,rice,16.890743760138037,vegetative,21.1757739549347
+36.65253863444587,31.558937623546814,8.535918721263192,7.631830918943814,moderate,loamy,29.875496221136512,57.42261027876559,moderate,maize,4.573230147966102,vegetative,9.073981748995644
+22.2359880404872,39.168348559097,7.129623173211021,7.834238670728828,low,clay,9.74825714843449,47.23704293634352,moderate,wheat,9.583459008726374,vegetative,12.919449495376188
+26.69203031212193,67.611217275212,19.95913431004572,8.67577154375548,low,loamy,15.94467239726569,40.674455602784136,good,wheat,3.498434601103644,seedling,3.5166625776078577
+30.48474923416255,34.4170956920209,10.639379215583668,5.884324798935861,moderate,sandy,40.09465825108515,20.44098123888709,poor,maize,11.803343292786924,seedling,19.34984918957933
+25.27976189673728,41.3817818910077,7.504828137804971,9.749270378676078,low,loamy,25.8658906222065,20.92579054567861,moderate,wheat,19.050110084774104,seedling,22.335378498438946
+25.6871613522567,50.27123314171823,7.717216266832036,9.312513156259651,high,sandy,25.56805177791758,32.2914662294425,poor,maize,5.724284755098546,reproductive,9.080800111659558
+23.25711668755211,34.67220385838198,3.8991899206702096,6.410813000801053,moderate,clay,29.566030818026046,47.70271330276698,good,maize,7.341817947712401,reproductive,6.136342358041983
+29.1057954171134,41.50195626969807,10.244461148950778,5.559615448555338,low,clay,24.521264982915447,10.196480204075138,moderate,wheat,14.88135704974116,vegetative,20.785710950473025
+36.2643632003779,84.67618733901067,8.777100563360117,2.024275423223383,moderate,clay,41.27611689776463,12.213763333048824,moderate,wheat,14.738730626245031,seedling,15.49281021172709
+20.038209450157822,31.157947933619084,5.415905926948268,7.68795625391387,low,loamy,38.69173390499205,53.50558103791571,good,maize,13.144292072676771,maturity,12.050071083018304
+38.36082596883604,69.20591545046173,3.210801732035196,6.519636032397528,low,sandy,19.265189758753067,50.70328410213529,moderate,maize,7.109203724019775,reproductive,11.733906743396751
+32.22719134370574,53.0645358549111,6.224777373351074,9.500353163888644,low,loamy,41.54365009047663,44.73405760041569,moderate,rice,4.1316267426702975,seedling,5.885663126076159
+35.58183031700075,70.35892436594227,10.173666553754586,6.753857001929953,low,loamy,28.33728935575632,34.97660058444105,good,wheat,6.778674098918353,vegetative,11.81452441376721
+28.90476731575029,65.32150322180428,1.1666654456960337,9.942848751141838,moderate,sandy,33.248157495648215,17.25633889381963,good,maize,13.863857728929418,seedling,18.38177149699503
+34.48791753560158,43.40992526127866,3.0748805716791194,8.830554174906323,moderate,loamy,43.97791243517671,15.111659564767912,poor,wheat,8.03607977989747,maturity,11.308310628183165
+15.40500993348668,80.83256925440331,18.95314533938191,9.628783486519623,moderate,clay,26.419696216043253,55.26881637465216,good,wheat,17.309310983260787,maturity,16.550600166312933
+35.459510619488384,59.5164229565614,10.85710702062678,4.621302170280312,moderate,loamy,39.0317163148786,29.12609197706666,moderate,rice,13.476248362248295,seedling,15.489822581944882
+16.003471477134163,79.35216113480831,1.2689860732007574,3.194687958138132,moderate,loamy,33.263931159726994,44.78613086274504,moderate,maize,3.849797605880129,seedling,5.477312594521524
+37.24783440907156,54.36075217129315,13.861755175391458,8.374976910361003,low,loamy,24.203522358389723,32.80990411438485,moderate,wheat,4.499294655542067,vegetative,11.13802706954349
+39.79906868096609,89.08113323491435,1.2360574015806949,8.289576823753059,moderate,clay,40.50717648700786,46.54644599368708,good,rice,7.770090327522005,seedling,10.25865848710053
+22.351686554419445,76.22936151007778,14.77748454092746,3.6915915152445056,moderate,loamy,9.732160304159866,19.66544406798413,moderate,maize,12.750802521140146,maturity,14.84494119670235
+20.25796390714484,87.95701230675441,14.999254434400536,8.117957233079302,low,sandy,31.15490977886666,34.22839595838664,good,wheat,18.926884357860164,vegetative,24.58270495163998
+34.13408409645102,60.859588734591526,13.021579514985053,6.655786864331249,moderate,clay,7.088484081760496,28.84331765006825,moderate,rice,4.755221105357416,vegetative,9.627793337026628
+21.32565852300633,58.42146793744203,14.644090892386997,2.876201159213384,moderate,sandy,12.027610748960296,22.252685023908388,poor,rice,17.12133140865211,seedling,19.68212514777097
+36.63905957930508,75.32722855951548,1.7593156202611548,6.01426878056167,high,clay,31.949313683500968,39.88555689009195,moderate,maize,12.737958509826536,reproductive,14.788793248753574
+17.571064803936917,82.81747578080581,14.535611047105352,9.449104006709428,low,sandy,18.842301346975248,36.84866471753217,good,wheat,9.186612689765782,vegetative,12.57058250522093
+18.14887990948396,87.84874775193347,2.733766394477659,6.051660363561831,low,loamy,16.81137449358555,34.784561516157964,moderate,wheat,13.930408737855544,vegetative,16.895326241109228
+39.478788877515385,49.47311436194998,6.790118145436876,8.309591916427777,low,loamy,48.0127411431254,39.55513685720553,poor,wheat,16.3452212862301,maturity,21.613897464145307
+31.845972456750115,77.92227443055833,18.854905070012656,2.2312798931356523,high,loamy,21.465753029994783,17.126538482355283,moderate,maize,9.0982716058794,seedling,9.48003465537838
+36.17218061072382,42.6387358581322,10.057509553182802,7.824651302900749,moderate,loamy,30.413366160161285,28.527416709346223,moderate,rice,18.634707146887344,seedling,23.462946017019483
+23.10823443378795,62.73446080472672,19.34852864166028,9.574699089099818,high,loamy,29.041194707504093,26.23371367087965,poor,wheat,12.365985124830967,vegetative,14.202449418344488
+31.91209373801511,40.79088890455195,1.778449177734751,5.996222279143487,moderate,sandy,7.79082904120925,48.45877103767263,moderate,maize,5.667434651762737,vegetative,12.614082582601007
+29.856045682714928,50.84384170502033,9.551131991263604,4.701679304204691,moderate,loamy,35.342408226222645,11.786203747188702,moderate,wheat,12.295220534464448,reproductive,14.694735962803035
+30.078753003073675,85.88150203238756,1.248046405537413,7.173204039095178,low,loamy,28.080559385189243,24.096554642581832,moderate,maize,16.013044600454577,vegetative,19.627442332396978
+32.063311488443034,38.76544198638516,12.604205247985696,9.330089720745754,high,sandy,22.16377025592176,55.91471550921407,moderate,maize,12.971809642490513,vegetative,19.879988847800867
+29.383979328227465,67.9440537081118,1.5741400273703277,3.4141572042667434,high,loamy,7.970756722981719,25.01753244576749,moderate,maize,12.930093520047016,vegetative,15.008707772180678
+25.72655923256665,65.5772563756442,3.5073560508075463,5.229553680181678,moderate,clay,18.18562932440215,17.594973777340414,good,wheat,3.4716973394769437,reproductive,4.606827238885187
+21.89806735951367,37.24430116253919,5.17660620138561,3.2503222478547293,moderate,clay,44.78429191126997,47.86726982121913,moderate,rice,10.876698576047325,vegetative,15.08453927374646
+34.21453327283005,49.55874262612873,14.974877033289664,5.973233857759142,moderate,loamy,12.81701179883611,12.392209526517853,good,rice,9.21487350068378,vegetative,10.801018949040964
+20.656810750079657,63.77889027091594,3.2792423763614957,6.323376104244472,low,clay,14.87001378882294,31.315992493660733,moderate,maize,3.7443975862525223,reproductive,4.430578403740572
+32.30885765386036,41.23071653930941,16.932641065861354,9.55362891777328,high,sandy,14.238231398139712,52.7678879822532,poor,rice,14.579912969691623,seedling,18.445509750975567
+20.83332056623317,78.03741938476892,2.6380787766160174,5.300121230141019,moderate,loamy,45.08621686655751,57.70474053571208,good,rice,6.113045906471247,reproductive,5.560350820934599
+30.63325424886135,88.32939057208499,0.7048889814031267,6.535652908317586,moderate,loamy,36.4997967223247,22.450987847672213,good,wheat,8.948608346622857,vegetative,11.787938765906002
+33.67695667822572,42.88556399774832,7.900908379393357,9.082100592433218,moderate,clay,44.68293783746609,24.810111688480735,moderate,maize,12.819083638354464,reproductive,16.319602265272763
+20.46784722266348,41.21471788743456,19.5888328394259,4.57124000140927,moderate,sandy,46.11859249445749,38.36255524393221,moderate,rice,10.484851216324452,maturity,16.201829817931475
+16.498582521532708,57.29610430784668,2.2068445557755445,7.39331095174072,low,loamy,46.75853908219504,21.32757791675505,poor,rice,14.930085162428409,seedling,16.337992802405207
+18.274343574854356,74.86591662840192,2.034368880792581,8.057294790576773,high,sandy,26.857202577532007,17.537203327156206,poor,maize,17.36096797858299,seedling,19.559689102273374
+30.14992418177564,46.89603661411508,15.02333021591248,4.644225877496075,high,clay,26.43007329763533,31.29907555289815,good,rice,5.877182599495154,reproductive,5.522526071403484
+36.23616015564339,31.192794521836824,6.2432338798713065,3.314729484245156,moderate,sandy,42.30152781155451,13.612403977294026,good,wheat,7.736100326597469,seedling,11.932915678514824
+16.12492053088561,62.47323768197364,14.34563234451434,6.023276335218187,moderate,loamy,19.9367003368391,54.71099855972952,moderate,maize,6.158893000923493,vegetative,9.381208875055435
+33.35378147604116,87.39603406603845,4.000211788867267,4.854413841066413,moderate,loamy,5.999500828396565,26.70983109708231,moderate,rice,11.486310352761093,seedling,14.36827571010721
+23.532966148751303,53.47661132441674,9.20143988396326,4.131699454337712,moderate,clay,19.91964726568942,26.81420623233263,good,wheat,4.34735471137633,vegetative,6.767134323777564
+26.96320924798806,55.208073250986025,5.305797554978358,9.78737048555284,high,loamy,37.23576486824048,49.56865565895339,good,maize,15.601596058267756,seedling,14.228668361284145
+38.22148874613914,88.13410302684227,9.030564297581735,6.017224149612265,low,loamy,10.562632322543118,27.077417870297783,moderate,maize,5.17500294769878,seedling,8.800396906982272
+23.299287618396136,71.6764566976037,15.381941851706076,8.85182155074739,low,loamy,40.315138605450926,48.04534284768911,moderate,rice,19.09508085212337,vegetative,21.72331136011693
+26.63342334848715,73.15031537052751,15.240198809553236,3.5625392843468733,high,loamy,41.6963442850812,19.0621007004536,moderate,maize,17.28629690349286,seedling,16.382260247163867
+15.342060369017029,63.76212032226406,10.315445753474473,9.515542119193045,low,loamy,9.541056471545415,36.44941687150193,poor,rice,19.477906457528874,vegetative,22.16657412502643
+17.039968000120957,88.47655265179449,18.56743687442102,8.355451476552174,moderate,clay,9.402767890224434,48.425573474886114,moderate,rice,3.689875711306637,seedling,5.583345688977685
+21.4647897783696,71.33198906553336,5.27568204896548,8.469537249513138,low,clay,13.94654659398277,32.4949551513538,moderate,maize,6.48771200541068,reproductive,6.50050953047846
+15.69630602052686,83.70196509631018,4.806227022384661,5.118119001567429,high,loamy,21.03752269643894,13.590663198406167,moderate,rice,19.3374007088909,vegetative,21.083871841153396
+30.784383151206278,71.96273194399328,12.276128023508674,5.88509594462149,moderate,loamy,28.97301058684798,46.84511748537908,moderate,rice,19.738893843193956,vegetative,25.0
+25.65995892004056,74.10694949042376,12.425940684335782,6.746834607189441,high,loamy,26.84938991243483,34.70282468990423,moderate,rice,7.771930187545436,vegetative,9.812143516557464
+28.703630068200557,47.42465532853479,0.9308007912994798,8.318124289640519,high,sandy,43.3925819236424,25.820806155556177,poor,rice,13.17881209125352,vegetative,17.525899916764715
+19.36617964740824,48.20872188082914,12.155554247737951,8.7924540164835,low,loamy,11.40043941845465,59.63978674269935,good,wheat,6.527445860503519,vegetative,6.824273426586646
+22.3983007359154,76.97907897456176,7.488723146980288,2.6243624748154755,moderate,loamy,36.39077249893562,53.803611280378895,poor,rice,18.211517413871725,vegetative,23.791234374725068
+31.595611871318127,47.80237735019398,14.948850506411182,9.232499100265397,moderate,loamy,29.69989633482785,11.891127479061817,good,maize,5.326567626266564,maturity,5.298924368329314
+39.13256809076,63.766204248091896,16.16211329090546,9.499973220034088,high,sandy,38.15711704229999,39.68270150791905,good,maize,14.699917049026253,reproductive,16.968302394451314
+16.26041934005523,44.96113865440212,11.043076390940731,6.743099234854284,low,loamy,20.387589207309677,27.728436559237416,good,rice,7.932518743594549,vegetative,7.779852059187191
+37.25960802138165,79.01900284854416,0.0341006300453017,3.4940049060392475,high,clay,26.212083292754503,11.870259452109908,moderate,wheat,9.354573816594844,seedling,8.223493910800215
+29.422030032780214,36.6300810736614,12.72731620333284,8.547318661627916,low,loamy,6.286684513373036,10.564851346455969,poor,maize,12.315070471699192,vegetative,17.571404050897446
+29.097989168890592,79.76679838569987,14.977625593318686,6.388700916396791,high,loamy,10.224765908464082,39.187889125224594,moderate,maize,10.266830562967764,vegetative,11.795253272840805
+27.50696338019401,66.16378803045612,4.979665324630284,8.537571629731037,moderate,clay,21.874802538282427,26.00653296800612,moderate,rice,11.898006387281292,reproductive,14.838725048991597
+16.734852147604585,41.21457208962464,9.292920022815776,8.518465012714532,moderate,loamy,26.656463350180456,45.16581032356782,poor,maize,14.553993511539655,reproductive,15.471401351508703
+17.246921293404018,62.52212313036709,19.314532468235765,2.69383452548634,moderate,loamy,8.858610187894087,32.72106431144944,good,rice,8.036012744710435,vegetative,10.85381344585064
+30.022800141477152,46.94993021084043,5.962311067882069,6.856171426965313,low,clay,42.12447121072876,48.324877962267,poor,rice,15.559831464013651,vegetative,19.76643626897821
+23.52396428588896,49.4080400838298,4.463065020834815,5.86515439414977,moderate,loamy,47.57235630501118,50.65326173375997,moderate,rice,10.09222435472138,reproductive,12.9094859762499
+37.931701664442016,51.09168249581282,4.2170958095602025,9.56895575999614,moderate,clay,31.837886503097085,42.86172025053624,good,wheat,3.370538356712164,vegetative,6.158728772987298
+25.164763433986806,33.799154818339254,11.176016687079926,4.373130335403171,moderate,loamy,7.403086454752117,30.89863042355457,poor,rice,17.393001543927525,vegetative,20.784970355865774
+18.582036467566027,89.15770106408505,18.99574202616013,3.6480008495274,moderate,clay,38.24718009070151,59.42386251725801,good,rice,7.786983765293202,reproductive,6.296244583277546
+32.8679708375509,31.89207768787345,12.173802584007094,9.176694848153238,moderate,clay,14.772367052855394,25.33426903690892,moderate,wheat,17.624052824143764,vegetative,21.965733094499
+22.333835536025248,69.74981239105671,6.066462404753199,3.189724551200838,moderate,loamy,38.014326144624334,35.72896672221001,moderate,wheat,15.657789950051193,vegetative,17.54552583741362
+28.13675768389733,52.27365886544583,12.77139556134908,7.492155669795694,high,clay,24.54557068103584,36.02020512113006,poor,maize,9.91406900559297,vegetative,11.189288268899013
+32.44581963762925,68.76061745680194,12.496845951955748,4.400158510734487,moderate,sandy,7.404199531015936,31.41694256305727,moderate,wheat,14.054869498215336,reproductive,18.63310893371371
+37.506602780051765,51.37489518525503,11.938502714593085,6.542766043979821,low,loamy,17.543702262027242,16.070765955771975,moderate,wheat,19.863152200334568,maturity,25.0
+34.8047798700419,70.42503877553153,3.18852413776604,6.929755462730089,high,loamy,24.216348205592432,27.697104611009845,good,rice,8.227504081413118,seedling,7.365487400540913
+31.909026696818103,73.75413056810166,12.691335986899883,5.338954255663734,high,loamy,38.13126537395536,20.75948729507914,moderate,rice,10.657409775091423,vegetative,12.709373196493734
+31.99082955987859,71.43315842397868,8.603289050289993,9.799719841896769,high,loamy,10.988117682351364,54.992859651505455,good,maize,5.524808519297952,maturity,5.253496599253156
+38.64811610080216,36.83771888148914,0.3718411724606674,3.054665344679833,high,loamy,17.915075479760024,42.7687541504694,poor,rice,17.813278755212515,reproductive,18.850671075883128
+22.3956024374134,69.41359407928107,10.795289742949905,5.131192712294056,moderate,sandy,8.759177640673606,24.390709202789036,good,rice,12.398981101448074,seedling,15.744504587107372
+15.027802354904685,46.79925296724584,19.78533490436835,5.443162614994527,low,sandy,32.71131445862636,38.28663116087144,moderate,maize,4.732752166417241,reproductive,9.426303346376462
+21.798863984954966,31.728082234160013,6.994791816879671,7.048375591969452,moderate,clay,26.342217451750905,52.66037610801237,moderate,rice,13.158587450086582,vegetative,17.62547981568164
+20.4472844906686,54.88984031333724,19.311184366373165,5.258078065556153,moderate,clay,46.80522254178673,56.72172473109469,good,rice,10.955023565139989,vegetative,12.91687953387999
+31.545864627849955,56.01258616822806,1.924114833251891,2.776288090977306,low,sandy,38.32488514280371,13.751778145012214,good,wheat,8.225492217170299,vegetative,14.424508908088422
+30.842789994138226,58.0304480011468,14.649002317346124,9.579439985446609,low,loamy,40.00493131524323,49.345425082817904,poor,wheat,3.317749253616575,seedling,6.177521356036904
+29.83653456761809,72.28944992344297,2.2865998932567067,5.328632653109485,moderate,sandy,12.397665891053784,58.31540455616303,good,rice,6.677988055377459,reproductive,10.966975558854902
+15.406086080236342,48.53062854854755,5.4714314711054834,4.7413898177365805,moderate,loamy,16.99801342307105,33.36229011186227,good,rice,6.501506051138611,vegetative,8.397498889606483
+33.21945136126619,48.91683078623535,11.416816706442487,5.573776993392038,low,loamy,28.09127945236742,59.77670050109332,moderate,wheat,15.161389476750786,vegetative,20.15037066043709
+23.088260312137287,33.63313537447564,11.85559387953498,3.73276545703138,moderate,sandy,5.606802539780989,57.853899543056414,moderate,rice,7.407006636492945,reproductive,11.438176648599889
+31.62639972516578,71.20927295953776,15.504226344683424,2.801773477349207,high,sandy,44.1557664621141,42.84456740454907,good,rice,19.636122557299245,reproductive,22.14617850863304
+28.914460712553836,64.06956548397504,12.306228144548786,3.188627832870901,low,loamy,39.99831718972329,52.38056998461186,good,rice,6.128766908707344,maturity,5.668052254016262
+23.56827313569768,50.96550676162728,11.872294087611214,3.333238616028477,high,loamy,7.607285833784713,24.82815588940283,good,wheat,18.182219272442936,vegetative,18.55533579000292
+18.36440667760269,72.31133873504129,18.247061739782765,3.581387505727161,moderate,loamy,43.20652603879001,55.873182516169,poor,rice,9.209680437249718,vegetative,12.468004968460104
+17.360472441512023,62.24146495361263,9.043215044183144,5.359681697809538,low,clay,5.201965166817116,39.59445551013191,good,rice,19.98989652029761,seedling,18.13849844564554
+35.78795832780559,58.15469675223238,4.5053155739011,6.991194152353229,low,loamy,10.13986933421845,35.4832794025201,moderate,rice,16.6642338060049,vegetative,20.92882672509566
+37.95993855203895,60.67947261966759,3.235771700472605,7.03110270421386,moderate,loamy,7.491404883096058,51.78308822452849,moderate,wheat,13.268651297970266,seedling,17.74020421101747
+31.24470116910749,68.18088751602339,7.999891936189996,2.000780556495415,low,sandy,26.56219693283184,54.47471892748776,good,wheat,17.120722530027827,vegetative,22.24332416658408
+17.585852871512085,69.60015627447598,14.255055103873914,9.3676613351872,high,clay,40.28224009635024,45.062453344883465,good,rice,18.244989605056144,vegetative,18.387892763660293
+25.050680422206018,47.33746914844304,0.850869698598018,8.582777444258573,moderate,loamy,13.034262282732051,11.251814161490488,moderate,wheat,19.95898688958741,seedling,20.79771315490259
+33.22348000262893,38.4446018034692,2.5810677301881224,9.71150431548832,high,sandy,39.71689075111216,39.8603070850574,moderate,rice,5.893391728308478,reproductive,8.439929234554798
+34.495522100251705,39.39805087143112,2.1222692020727885,4.879890757841543,moderate,loamy,13.321615197227809,51.08279481922125,moderate,maize,12.940666883236052,vegetative,18.74470131234448
+17.955465557277215,68.36345315418009,11.705003061029176,7.318394213515176,moderate,loamy,49.57413527919487,37.263466934722445,moderate,wheat,9.576140714361053,seedling,11.80275090328566
+15.00076797113456,82.37239714602757,4.857293010625325,3.344165994048777,low,sandy,43.40635404350277,56.74293217383742,moderate,wheat,9.55276638653828,vegetative,15.242112383123558
+32.803426147015124,54.56977670073311,3.32518856602793,8.536264217762689,moderate,loamy,38.17340482203892,54.8658692928352,good,wheat,13.74944449944,vegetative,17.374500322625256
+23.914904399655143,40.171209619767744,11.855414394860446,3.290941783634951,moderate,clay,31.625979039119372,36.48381259028832,moderate,rice,11.570717308210115,vegetative,16.89869368409605
+21.362033290456505,75.39614989763128,15.226198309047586,4.607885606461997,moderate,clay,15.91466886222293,30.191539637505805,good,rice,16.77904444249247,vegetative,18.45664211618281
+15.322436744738136,79.94936846516691,6.643098329053288,5.926678847575866,high,loamy,10.367042989202613,12.753822537086531,moderate,wheat,8.580751449590938,reproductive,7.387108922795326
+28.50748516903749,82.834946587258,11.564092113531924,6.756253350822004,moderate,loamy,25.713803840218603,41.62988715521233,poor,rice,12.009961497747538,seedling,13.804818401546136
+36.27876838564954,66.409885734824,1.962488263989204,6.4770641942938525,high,clay,23.11971144073956,23.298235261349618,poor,rice,19.414738953899832,reproductive,19.632109925784043
+38.9407911568147,81.64371356328508,18.7038206091514,2.816768093679978,moderate,sandy,35.35164153619938,43.42261561027942,moderate,wheat,4.538769843022275,vegetative,11.102584007426804
+29.14362376533223,30.92489750690446,6.737923706295456,5.373408022910808,moderate,clay,12.654038810305138,49.93806187022023,moderate,wheat,7.56463851421912,vegetative,11.29852580947179
+27.861533193497355,36.43414810617141,19.950113863470023,9.38327411364658,moderate,clay,30.29578101653542,30.43467553746697,poor,rice,4.728114370324814,vegetative,10.305712075988854
+17.126409637231028,35.55456402312593,19.571755116995643,8.978948222014813,low,loamy,36.20075963676456,10.7792369211668,moderate,maize,4.06623120421684,vegetative,9.050313951702655
+28.721820038564992,72.75628105528398,15.576468986716227,6.726268186037118,moderate,loamy,18.453481641797477,53.26267165819971,moderate,maize,3.283126629180639,seedling,4.349991448973742
+24.499476974134865,34.17490701261474,0.4013419081393343,6.578596603628811,moderate,loamy,40.10064219868834,37.450355413800125,good,rice,9.21343895146589,reproductive,10.561051282069377
+30.178382022089423,59.78186234797842,10.869498407687264,2.893401461194641,low,clay,24.432929308458604,25.739571886806875,poor,wheat,17.425212699095766,seedling,19.604942450141863
+24.71815869691367,58.36241391817735,1.73672840880023,3.602075618482427,moderate,clay,12.318399314496505,41.68980226139013,good,maize,7.108516442683295,vegetative,11.01981860306657
+21.00747808625917,48.64221141349446,17.902760519230323,4.021117940832768,moderate,sandy,13.764652113564487,43.71970631198924,moderate,maize,8.515159525540552,vegetative,15.095597390932356
+17.374131880709413,82.22431019652599,15.792725052948056,5.905565828190445,low,sandy,17.550428535652216,17.373335339989495,moderate,rice,17.55764242275965,reproductive,20.80836477753439
+22.872961114722397,40.22599211279976,19.44680753191366,7.85084838476575,high,loamy,12.115682121274318,42.32007650863514,poor,rice,5.550019977938216,reproductive,5.637347337530965
+17.416120857193807,51.14776706395439,12.167659062995908,5.685802844834066,moderate,sandy,30.331380503148186,24.33434903357289,poor,wheat,7.026300814030261,reproductive,9.772779952425818
+19.4224237705996,76.45029000137575,10.44345608968676,3.008488334699182,moderate,sandy,47.71135283878263,50.18123994293688,poor,rice,15.1023524737448,vegetative,21.42588204088707
+39.68340396448865,31.825338863597054,10.379477118887753,5.514791016091044,moderate,sandy,45.32328856552145,57.07552898769502,poor,wheat,15.597673806070423,seedling,21.944901250588337
+26.102588922665465,70.37702401478212,7.728967489086898,3.301066029991107,moderate,sandy,19.56892927925482,15.133368387231446,poor,rice,9.097741288655907,reproductive,13.702995155123752
+28.29679416262541,78.98386358169424,9.37380134458282,8.009178813543077,low,clay,43.91011947787651,55.867889873475335,good,wheat,3.178469456696273,maturity,3.087060329652961
+36.84046321843039,85.93607033029004,12.708251662707006,3.332006883236632,moderate,clay,47.93103326525238,55.17229875614129,moderate,maize,9.48595673565973,reproductive,11.518955728286503
+39.8892225122672,82.57779842948909,18.658952151125543,5.860271916355654,moderate,sandy,18.237521314990275,27.14538088537535,moderate,maize,15.16307187293539,vegetative,23.619141749959443
+29.56786123361704,49.16304701002111,11.91768676512062,7.547308821288744,high,sandy,45.737819598564585,11.44177578182038,poor,wheat,15.151575538642646,vegetative,20.69447606062201
+35.31184552610429,65.18184847937715,17.142318846347344,3.8255845115616687,moderate,sandy,49.88430789533937,43.1612693284922,moderate,wheat,10.136642548369249,maturity,15.80204236084195
+23.17352560841688,34.63760958902795,17.25559822605001,2.6082408610986114,low,clay,40.89523142740285,27.23555886940392,moderate,rice,8.929162197242867,seedling,11.270020944192902
+22.64359893618228,45.47220021288052,10.376653516965185,6.50639580859799,moderate,loamy,22.560049399061967,19.58237480773613,good,rice,14.935135831746052,vegetative,17.15101778232257
+25.067593024864003,35.65334272485045,6.949392829952432,2.43362130803514,moderate,sandy,32.38437220674017,15.428222792232448,moderate,rice,19.13217916803494,seedling,24.04004202745988
+31.812681566841228,48.91123740923783,12.79147746664162,6.702149143745344,low,loamy,21.388399211103277,19.80131810229488,poor,maize,16.477472404164935,seedling,18.47962309502216
+32.05479223137747,82.51123280752374,8.917546838296854,8.02798830068961,high,sandy,49.8182577509186,21.8733416217275,moderate,wheat,6.897595946547648,vegetative,13.354644488572044
+22.88098586623627,50.83001038045756,1.628817346438658,4.634527933378452,low,sandy,8.053395696707238,49.791275943907074,moderate,rice,19.364933904404342,vegetative,25.0
+18.33024810341572,63.71388618008558,7.556182008648673,5.906795272645537,low,clay,45.18861462813438,49.1909722891343,moderate,maize,13.365059256687164,seedling,12.161330546688577
+30.809906411637712,56.00285088689645,19.8814427609865,9.430094705799572,low,clay,8.35466599591124,34.720710320562546,moderate,rice,4.911391765123032,reproductive,7.186191631296637
+18.208146554719114,57.53499145792412,0.970237400525744,5.768870913404419,moderate,sandy,6.898902027081528,37.6662647634468,moderate,wheat,8.726291651873918,reproductive,12.797005944184365
+29.46231270573325,88.1743231101935,13.933338238018534,9.97243249114711,moderate,sandy,47.29727824400958,55.890825093227946,moderate,maize,15.3093629484458,reproductive,20.535461810501776
+32.33555320140772,47.76926809583148,16.82377410142494,3.256019290861383,low,sandy,44.02768718548812,55.40200972715698,good,rice,17.78663699638579,reproductive,24.821559502653347
+32.51528740986129,67.63946817139028,12.974518069507576,7.671471219866313,high,loamy,21.27027853772596,51.433690154536045,poor,rice,12.001368685402,seedling,12.631692585742975
+33.83680276648992,55.20376017476683,11.3949646232658,7.220948785578032,low,clay,48.08894847430925,28.71368975831077,poor,rice,5.341470824281592,vegetative,9.82744967470672
+36.82148553914161,33.66877086286117,14.15108833957515,8.978438508210617,moderate,sandy,43.78355949486218,28.327619888760367,good,maize,5.100381875499059,vegetative,12.557220909286167
+27.49897479911971,59.35984989745416,8.586854745993113,2.739545695924326,low,loamy,45.58922940899621,54.39413258743064,moderate,wheat,8.54119190618481,reproductive,11.528782267925584
+33.256229738239284,78.8005997427065,1.8272347461775351,4.241652732014534,high,sandy,31.78019688163809,56.32567830805379,moderate,rice,3.637581069196816,reproductive,6.568331198093531
+30.47931838414592,35.9251781209013,19.24743508606764,3.057433806082682,moderate,sandy,48.12478412979232,49.922732346576105,good,wheat,10.11546566811106,seedling,14.21687959675765
+19.665998494942063,34.17551084377854,8.646015399683922,9.464760978175372,moderate,sandy,41.43119934823432,47.85680058675753,good,rice,16.211223410293613,vegetative,21.292420406398342
+15.642241121735204,39.217891223596,13.30778474336035,5.413082597162057,low,sandy,47.29787871966776,37.90820071174302,moderate,rice,10.837346325980327,vegetative,18.620738975946548
+22.113534641923344,75.86400668335835,10.626208737785904,9.280526764280552,moderate,sandy,17.667992093631597,26.91674505738965,good,maize,17.115788448255884,reproductive,20.207361195960264
+26.07584265844049,73.43972304868427,1.093461439551091,4.355255954870581,moderate,loamy,28.944390529985977,22.0316283783754,moderate,rice,14.174001073475726,reproductive,16.49943066340625
+30.427648610716407,63.90106613436663,19.05493201985077,3.010944810893215,moderate,loamy,44.044827311690376,17.016915099409427,poor,maize,6.286323013154248,reproductive,8.092003823051572
+36.24898326258013,58.09358424555794,15.850744522286464,4.372298183888131,moderate,clay,31.087806839001583,46.41008954731305,good,maize,6.644935300377497,seedling,8.64971637777943
+19.90614291765414,83.29954888215732,2.9819578893878984,6.777394874624392,high,clay,41.04942620227976,48.84894090484152,good,wheat,8.944332064470395,reproductive,6.45247212622392
+18.138744747461928,76.00186943000895,19.632977525765337,8.761860734276727,low,clay,48.78936354305513,27.932259221919374,good,maize,12.14679481287932,reproductive,11.442387241799812
+39.08699868685819,78.71653507810831,14.73802744343416,5.083125545799975,moderate,clay,41.20532753510691,10.30205955202488,moderate,rice,14.530648977721944,vegetative,19.07473323859122
+17.701113984410178,78.79573808103925,9.446433008566178,9.318469274027873,moderate,loamy,19.191182927525464,56.92981397298816,good,maize,5.942377801600268,vegetative,7.636471488347903
+26.962276752679728,68.56302928473349,12.227401131191463,3.9538564774234297,moderate,clay,10.341472532639337,31.854466107800103,moderate,rice,5.605663007462303,vegetative,9.461473576259795
+29.639093219832542,57.48087745895676,2.1347336402919503,7.548325498430135,low,sandy,17.27360716015493,58.72955238616596,good,wheat,3.210456348367353,reproductive,6.133714699693211
+28.53436052268596,81.88066515513901,11.20823020031222,7.885706803858178,low,sandy,34.82560047197712,43.86797849671336,poor,maize,4.918501186432673,vegetative,11.043336769248782
+17.15080392582358,85.56044505619505,1.473221440341188,4.191703354644928,moderate,loamy,5.49249625916702,16.200674819576957,moderate,wheat,15.781184917567236,seedling,16.848172864067514
+16.425672850090486,31.42836259550058,10.89710514238604,2.2157590264042195,high,sandy,13.537342719312509,26.34761039926464,moderate,wheat,3.941418445139597,vegetative,8.364284776548926
+17.637085686525893,33.09329239597508,11.053913775255708,4.921898736406043,high,loamy,19.7106190315052,42.85251053890148,moderate,rice,13.298208471227293,seedling,13.360118624384697
+29.639692096815317,87.52459781450624,17.488775703214877,2.3615691784490886,low,loamy,44.38512246326784,42.46264058476498,good,maize,13.214921300102716,seedling,13.932103676540628
+28.60862219085803,46.62963683065169,14.50115000544588,9.206030203217422,low,clay,7.295186677435222,21.599271285545854,moderate,rice,19.873323024546465,seedling,21.173518191387984
+20.843519800918607,82.40216637896512,4.9910478443024,9.628202103472464,moderate,sandy,7.247127192074455,18.842843059224613,good,maize,14.519880179766886,reproductive,17.851232712266857
+30.944353546139787,53.32770713768416,17.768522843757136,7.883039327568004,moderate,clay,29.83021467661896,23.83953997184464,good,maize,14.887393690684764,maturity,15.088366674055862
+35.501687551391235,37.14600345656134,11.464853296960117,7.813476682510671,moderate,clay,12.999481349256284,49.34459911479927,good,rice,4.52376327210236,vegetative,9.23590406777489
+16.039473996164844,34.826592012560056,12.127589571480677,3.927141355293845,moderate,loamy,15.89968310715069,22.09349005561016,moderate,maize,17.897744580268114,reproductive,20.114844575906385
+27.453248588701054,39.39047394482739,3.3796273844435665,2.591404612464677,moderate,loamy,13.290624544070647,45.089036229121625,good,rice,8.440293680023888,seedling,8.696468738312142
+32.23276030256726,44.99359169204188,17.15547191938228,8.416837086887334,moderate,clay,31.17232119186184,53.49998050547445,good,maize,8.313275610553418,reproductive,8.755942625105297
+21.30779817674218,59.31110123584958,18.61930230033088,6.473295452426941,low,clay,7.499648732300129,29.581117192979463,moderate,wheat,10.916407238731662,vegetative,13.252307758975876
+22.69427263232873,72.08987403394701,15.499812989898164,7.4530202462974,moderate,loamy,47.300001288330094,10.349701956167682,good,rice,15.02977734502844,vegetative,15.779395427310028
+30.3409475747346,89.18391458911799,18.81504905290012,8.23712854468984,moderate,loamy,10.541227343577273,17.09788682898141,moderate,maize,8.005627369615702,reproductive,11.77621858940164
+37.448382336093424,56.49040459735026,6.045998082446918,5.275474151618151,high,loamy,47.82179759729512,25.594843361523186,moderate,wheat,16.21772295701917,seedling,16.592415589723508
+35.248110507572484,61.09109654058659,17.22238336725542,3.1563727198265417,low,clay,40.01580637089185,19.49771132265287,poor,rice,7.175384574628628,vegetative,11.693714101269013
+29.578255477489588,61.30894208299534,9.777862857274853,8.360294394903164,moderate,sandy,42.26071488017504,24.475679991583466,good,wheat,5.086231241710509,vegetative,13.410250164654066
+33.25554294393123,62.36606132927616,3.2783440588716983,5.630125113827259,high,sandy,12.776370551852072,37.20209911310761,poor,rice,14.84377899117802,reproductive,19.699450802606915
+24.120561755194966,61.06443942626774,13.376011980668023,8.61539384684746,moderate,clay,35.13411891295662,11.05405497604966,moderate,maize,18.666832868449283,reproductive,21.49302928539232
+31.024138202468944,30.52648530371507,13.68240541411758,5.501593174080102,high,loamy,41.768246808340535,13.214074575166158,moderate,wheat,18.46410583867552,reproductive,19.92995597822361
+26.654539778188926,30.10348932659044,5.7384902751338025,3.7361312676584486,moderate,clay,30.111599302267155,52.7869667597806,poor,rice,4.062542367147845,reproductive,7.468053629601242
+19.74840341143902,35.859979087567375,0.5498666325514012,3.3680401332302585,high,loamy,29.79836185569769,36.11598686983153,good,rice,9.657873382400986,maturity,5.42034026302742
+32.543456846931434,36.09339620575073,3.9969451817112662,7.9513740524733425,moderate,loamy,12.173600142538454,56.776555471145215,good,maize,7.884955184135832,seedling,9.147774346555751
+28.91161593372055,72.29381453728777,7.995550953477735,6.599112982351974,low,sandy,23.64046248216048,10.163780467895355,good,wheat,10.729817028926746,vegetative,15.712115416051525
+23.965539548839786,42.29496195095999,3.3512582211973707,5.236823203717492,high,loamy,11.774298205698509,10.007559515036442,moderate,rice,3.857574907621607,vegetative,4.260543438140559
+37.78347975196577,83.68284628533678,3.880598964792084,5.936934049530656,high,clay,48.7785991419621,46.97983022966802,poor,wheat,9.981914773439344,reproductive,9.460624254894007
+15.523352945668332,85.71637977462117,7.827813287645391,6.397108842292319,moderate,sandy,35.81825038837069,33.81263602423762,poor,wheat,19.336025726706826,vegetative,24.868623154490155
+22.8943287812374,88.55360027375391,19.235732286171206,3.915331534606368,moderate,loamy,7.178986657888886,55.6899173196004,good,rice,12.638134592329122,seedling,11.136036467597508
+16.422034944441165,86.3448782932212,15.284870308152968,5.025324637581513,high,loamy,26.454556103602155,49.32919796156988,moderate,wheat,6.694028068132708,seedling,5.248969611218574
+34.16318290554068,46.31329931511148,6.394968024531282,4.33929172087788,low,loamy,33.708386751527186,35.19813315823366,good,rice,16.756913120829942,maturity,17.75800038387993
+32.552686352844816,60.58661068221075,19.032081378370965,5.107390773965018,moderate,loamy,9.303817137412896,33.926200093586615,good,wheat,9.754883652291314,maturity,12.521757970994551
+23.283805468407927,40.52729821181646,12.912935845174651,6.004497708143239,low,loamy,34.924485889844505,50.55902131728584,moderate,rice,4.084251291631334,vegetative,8.655255182685385
+31.891572555176825,78.372579310346,9.108992892802805,3.3868603124349272,low,clay,12.97873606194984,50.18531861609527,moderate,wheat,8.990722934960123,maturity,12.262114196674766
+24.898430654898743,83.30590230864576,9.366003979102942,5.148120501191104,moderate,loamy,23.354573218709582,23.84724048606201,moderate,maize,16.83906034374216,reproductive,17.411258417481097
+33.90634478556086,81.07733035785088,8.214889356707838,5.083955546455388,high,sandy,33.14993248722665,43.73184299141009,moderate,wheat,6.756400558171077,reproductive,11.61710834855106
+26.354591568417653,56.002016921810096,4.659841050918794,4.288030534738102,moderate,sandy,21.4274354474115,42.1601126822885,moderate,wheat,8.551253273988962,vegetative,16.221104823526613
+25.30699319579164,75.52043308120686,7.732643844274114,9.987970598419617,high,loamy,22.139788885436086,52.804224922277925,good,wheat,7.616368814658887,seedling,5.797505099234802
+38.36824788720752,35.85475017457617,10.557927680867852,2.589020071954331,low,loamy,42.96268848941021,53.42897853991429,good,rice,18.26724660397298,seedling,18.79675777597907
+21.271977497267507,32.41468623715504,10.56054701460442,7.143609114285886,moderate,clay,18.916917875156777,23.414032089543014,poor,rice,8.00151393663167,seedling,10.196303386925742
+18.011183499914136,75.19418485852566,15.23473804425036,3.395508852291485,low,clay,34.48374457657196,53.98712270475003,moderate,maize,7.0856035688619325,reproductive,7.829225223718434
+29.61357783148645,55.52131645972102,7.175957143147052,8.71619191428146,low,loamy,43.21186971111415,56.228556077221015,moderate,maize,18.7619892065556,vegetative,22.490404812749325
+39.23304530710448,89.73295588437415,14.335960586079048,9.313572288074408,low,clay,11.86921322605965,15.481833277034376,moderate,wheat,19.99618228853557,reproductive,23.25984820995433
+24.445980343179667,35.835252951331945,11.561836775373692,5.211823860871671,low,loamy,7.06675905511292,38.68730821976158,moderate,rice,13.09075406083772,reproductive,14.796375361747137
+16.55091909071954,81.33766089211403,19.236908090536687,8.587827595365678,moderate,loamy,42.14903197012936,31.82318404324336,good,maize,18.89147673836507,vegetative,20.12259233148015
+23.482631682739186,58.7989839317395,7.705698520679654,3.999275594800483,low,loamy,29.80088562331326,30.099235161769457,good,rice,16.05747262970518,vegetative,17.091815447463418
+27.64829135798896,79.62901173023262,18.024329285215806,3.120548058634093,moderate,sandy,42.24655845067611,45.24146971523127,good,maize,6.189461293049385,vegetative,10.099519798246003
+19.048075165805344,79.0276369302087,16.41285094596579,4.527026131220888,high,sandy,14.586603529554298,16.47841800992432,good,wheat,14.62671453822675,seedling,16.69702407083198
+31.4525554514123,84.95952008172463,12.753285691789138,4.733392111128378,moderate,clay,42.46845003132735,50.99729045196304,moderate,rice,16.431800930618046,reproductive,17.521187154435506
+39.94373472525501,47.871000677166165,13.090289334842344,5.178860358284632,high,loamy,9.288968626165964,11.329971380051877,good,maize,15.630973499476251,reproductive,14.48675607783911
+26.29348689953609,86.98796120772019,1.6929986921282136,4.98367153566255,high,clay,44.7441365366678,38.91504310255634,poor,wheat,12.009201769129126,maturity,11.156307198908566
+23.868213918255314,39.10001762145722,19.004492111868647,5.289155622804032,moderate,loamy,42.01401482986039,21.26799997309346,good,rice,11.758474423447366,reproductive,13.095209437099763
+25.017604170861667,34.918126655609434,2.1387212699148783,7.68026692644104,moderate,loamy,30.53006298259606,43.37344595974464,good,wheat,16.971277569699673,reproductive,16.963917176225806
+17.87865445988003,55.89693104234095,11.264666174870142,3.9646410629258817,moderate,clay,32.3752951849595,36.2715946902033,good,maize,14.713073782268271,vegetative,16.281115297940914
+37.0818400356556,79.69937811851057,6.60141600898309,2.148604766120973,low,loamy,20.562988854115268,59.98761154787078,moderate,rice,16.479567680540832,vegetative,20.477060910878677
+25.3706413880338,58.405267838006736,8.597039565797036,5.917444411050173,high,clay,14.072726946205782,53.11612707015423,moderate,rice,6.526553826307199,seedling,7.629454389694659
+24.681860285621035,79.75720065183084,12.20366021673634,5.586329953638912,moderate,sandy,25.494714149671708,26.83163709676724,poor,maize,19.429362691162385,reproductive,21.995765014907203
+31.492256823261854,73.78120834765832,18.177027557646436,2.480519918747444,low,sandy,34.58534516559611,36.42412145488471,poor,wheat,15.45806309879992,reproductive,21.097890439946287
+26.05083552327809,42.565703168336015,9.151342471446029,3.07041121201131,moderate,sandy,49.93091869525984,25.89060254365746,moderate,maize,10.180131281985318,reproductive,17.281489518227836
+31.20583672019615,86.93289749396783,19.75459110612882,6.079367157479151,moderate,loamy,41.7763879655873,46.43967458270877,poor,rice,13.187112764721636,maturity,15.157693919968576
+16.53615725326969,33.6468701177642,11.856241307029997,3.8780060801566334,moderate,loamy,24.543852649717124,31.120656830282392,moderate,wheat,13.876431583313057,maturity,14.26829432144961
+35.34308359305568,83.89678245262769,3.2110788528434897,9.020786353131577,low,clay,38.446153378789816,15.77188815164902,moderate,rice,16.621093592448148,reproductive,17.142869719787647
+38.512598821985065,48.266606939422445,3.8001858966250457,3.386339891675961,moderate,loamy,9.86213762099819,43.0401937916,moderate,maize,14.91341727482659,reproductive,18.63681367612343
+31.21913465398465,60.00888498986396,14.322220711785022,2.16098105478813,moderate,loamy,23.67662211295644,10.553252394102,poor,rice,17.355258752455693,vegetative,22.794910851972304
+38.86414822147027,55.34111236204407,1.007955884867635,5.580510155128483,high,clay,24.121606191924013,24.86450384906059,moderate,rice,9.710881796588392,seedling,12.168995281851505
+18.785807859249083,40.31007341501497,9.606831524444535,9.889304884866045,high,loamy,49.94707150459583,55.35715342207817,moderate,wheat,10.161814853729323,reproductive,11.112655815684237
+26.93540473700884,51.48881198410159,2.964382196070332,7.070980210451811,moderate,clay,22.595673377421107,14.708715559552646,moderate,maize,6.205933688070783,reproductive,9.153328481915205
+30.04516834863618,41.57606617756772,8.6643727035569,4.832237770095396,low,loamy,8.747672130489407,35.221287023110406,poor,rice,11.767038044218484,maturity,12.731664617302505
+29.543416185529665,42.23318852763143,14.998348441434391,2.1349440917428666,moderate,loamy,8.025257813716609,49.75442425850578,good,rice,9.826471376465982,seedling,12.064993913867662
+25.03654447722608,41.22341016158282,9.176258564828682,5.879587517937814,moderate,sandy,36.42729732191698,55.2251060645189,poor,rice,14.302384774242917,reproductive,18.548533799191848
+23.45211023415653,59.34104282079566,3.2690221796185392,3.651728017107442,moderate,clay,18.009189031838435,37.9919148017872,good,maize,13.249678686229926,vegetative,15.094996985776095
+18.17060056376047,77.87588205067894,5.038507407132848,7.182032683573168,low,loamy,44.10110514457275,17.659070025157177,moderate,maize,17.576916435717827,vegetative,21.336377547232875
+24.793561264056954,64.13820202567446,7.350791773043648,6.66406794985041,moderate,loamy,26.73264621441294,57.042870941529486,moderate,rice,5.86096665835478,vegetative,10.040328830853282
+19.06652037763713,83.59239531305052,1.3912236697282945,4.12171020309748,moderate,sandy,19.86675730718324,47.4629422908477,good,rice,18.56258904348648,seedling,20.278864118176152
+33.35914191230546,68.19266931460345,11.686752721622437,2.551061873749373,moderate,sandy,39.16015248892421,29.78351787942496,poor,maize,6.74892678232113,reproductive,12.772417795129297
+20.22077338736475,71.36040693795627,12.150675825561004,8.040153584322677,low,clay,23.78896301650246,23.84903706360684,moderate,wheat,15.251928396266374,seedling,13.840613053777323
+16.464132632113348,70.05643378362018,1.243038542651349,6.683712756743538,moderate,sandy,38.18224973641821,12.385824470437823,moderate,rice,11.470118244197836,maturity,16.297404389255675
+28.80915344543086,56.96755159102448,8.04622642348324,8.737009996069027,moderate,sandy,37.13413689580481,19.571558282288507,poor,rice,14.945304403127606,vegetative,21.77767671102598
+29.88074331798504,71.36032933200497,8.280013657694498,4.07840012509373,moderate,sandy,37.54451475236176,48.88385316962369,moderate,rice,12.116513084512672,vegetative,21.37405323590901
+36.79782653201264,34.18246478813767,6.676391371052024,7.222896518243297,moderate,sandy,43.5704842529092,15.431381612692354,moderate,rice,14.09108802197039,reproductive,20.094357507505027
+29.424540310442048,81.59108831493978,11.154794806622236,2.94944400422948,moderate,clay,43.17797288761872,16.470626734990486,good,maize,15.784402901806333,maturity,17.636584340810256
+23.637021343086143,76.66872860663504,6.919149801202236,4.3344792633347495,high,loamy,34.907371266468104,19.79663509709801,good,rice,6.283091236749421,reproductive,5.294297702796342
+35.07529703815801,44.71379749390073,8.32818558955612,7.252312895018957,low,sandy,48.0632842369541,29.767086492622475,moderate,maize,8.8199667533537,seedling,15.669501389809838
+28.506972329685524,76.08194725524494,15.950470948832113,8.604650441158345,low,clay,5.9327370045257135,19.453557280511376,good,rice,17.74294476730686,vegetative,21.13363022148788
+16.982007115779794,30.75855608400111,3.242187108604029,4.567404013946775,moderate,clay,46.86903099214328,55.21517519443852,moderate,rice,17.21388916636716,seedling,19.100514499078702
+29.146264007831167,43.03479434885283,12.382293906068416,8.39082845245201,high,loamy,11.671403915003406,22.88276744337787,good,rice,14.57871517741834,reproductive,14.209737891393168
+37.70046363554156,33.908234320253754,10.11188803381691,7.42201968218626,moderate,clay,14.523938091121847,55.97438062320489,good,wheat,8.190447678771914,vegetative,12.863248267559555
+24.907815637455517,76.81361499707367,6.101432749586982,4.789398172060799,moderate,sandy,41.78295720580484,59.247151042546015,moderate,maize,6.506488728116878,reproductive,10.967358381901738
+22.408145047495,75.35244907070323,14.550693129808216,9.011175501955512,low,loamy,23.01959672042381,47.740167821063,moderate,maize,3.825099931919144,seedling,4.668504289481289
+18.5867364254505,78.81816142810985,11.02376719082296,6.073832528283449,moderate,loamy,24.138969900244035,10.371852978147023,moderate,rice,18.878979243797453,reproductive,19.460647332658173
+18.786138048383933,30.26890159953173,9.547230539213906,7.185974580368658,moderate,loamy,16.755213249906348,22.00100587832719,good,maize,13.809272927975035,vegetative,15.574591075395
+25.819287108545478,60.07396360070448,13.353386295424002,5.965050735227841,moderate,sandy,15.099853771194816,23.366670687293663,moderate,maize,10.022971065262498,reproductive,15.206252281504034
+29.89199560403824,72.29017185104018,16.045806159627215,5.621759683926144,moderate,sandy,9.78082046712494,37.13772941947504,good,rice,14.7320872594002,vegetative,21.258379658902093
+17.015385129240045,39.32406772434093,19.453375800671523,8.783821737910852,moderate,sandy,13.8547049208178,17.919685149223305,moderate,rice,10.785666038143924,vegetative,17.17150586702357
+38.48921472562914,68.98744365075748,12.58700736752747,4.357635320309006,low,sandy,30.503585635107488,13.86075765471988,moderate,rice,8.961508845621871,reproductive,16.071333347950766
+33.878340436129896,35.04660595858114,17.488799708007658,2.293033778909797,low,sandy,36.79739970008529,18.817887105550327,moderate,rice,11.51957352103636,vegetative,19.571015340126515
+29.665597957091567,40.8795513662588,0.0218308204591388,9.03826114835969,moderate,sandy,38.24776743388604,26.367598318910947,moderate,wheat,15.52224899087236,seedling,23.259765859222185
+35.710966773474766,58.54780889967606,10.604713854517824,8.600191624409465,moderate,clay,21.65554379930189,12.46049850288988,moderate,wheat,17.241030290481994,reproductive,20.3023469140156
+17.004668920302834,69.21390916086612,4.292950975403961,4.932483796556902,moderate,loamy,46.48796493427119,19.76821166616784,good,rice,4.69303423501109,reproductive,4.150475050024094
+26.920971943328112,38.75214761723377,1.8838491416627436,3.48360910964169,moderate,loamy,19.792762549123616,18.37599829941601,poor,maize,4.1025140418232775,seedling,5.740334553404615
+30.752328171541585,41.11339984985627,10.639420341287842,7.404269144387768,low,sandy,10.001148952931905,48.61796633382881,moderate,wheat,8.784934587127774,maturity,15.582666466535962
+35.71632265295723,42.26678202393978,14.936530122981882,2.630087229085114,moderate,loamy,47.53502460554579,18.47870009310112,moderate,maize,3.6649105392516654,vegetative,9.870316973611628
+34.58673900123169,44.32204828193871,8.245450449487596,5.390038044310468,high,loamy,29.33047135615039,49.57697625554128,good,wheat,11.411968851818756,reproductive,12.51861123226654
+21.92673124283499,43.59323091157748,13.402148986888696,2.686898572320249,moderate,sandy,48.71192999520941,35.409107602483495,good,wheat,17.007087816424033,seedling,21.57130633167528
+38.5220042389801,53.70894650985821,9.794385076819,6.783277402630103,moderate,sandy,22.714994893239822,47.89270897620722,moderate,rice,8.910740815947204,vegetative,17.271729789000346
+18.10864603577176,69.22737905020338,8.74171731918852,2.21766707047704,moderate,sandy,39.08269775312374,32.51784528484373,moderate,maize,11.08902191119686,vegetative,16.03389977025705
+36.87834046552881,56.28190698806818,5.805132808717213,7.033907005074493,moderate,loamy,9.947152703055757,55.05275873095173,good,rice,12.763802400070846,vegetative,16.577289965915327
+39.273506240115466,76.55843452499329,7.65187029002009,7.385644586315172,low,sandy,43.433560921694784,23.825934119925897,poor,maize,18.532395966969023,vegetative,25.0
+19.42883808056564,73.15611035691688,6.995912615888558,5.897155797001209,low,sandy,12.681491245300847,48.34034257855298,moderate,rice,18.75272113788677,vegetative,24.89136504734811
+33.051651605094634,37.59161484294454,12.92374368029763,3.400058634380895,low,clay,8.090558280853141,18.171000655996263,poor,rice,13.741570531849057,seedling,16.242269539840247
+16.00713796944996,32.93049739924464,2.3203702255827907,2.811151509017658,moderate,loamy,9.398897228892388,54.132222078970464,poor,maize,3.1732082327307354,maturity,4.139831422727425
+25.135570628478877,82.67649383997636,1.85272737375612,4.506338785096026,low,clay,30.08190167943543,11.422044873489458,moderate,wheat,6.2233863839439785,reproductive,9.186979397550314
+27.90708247994185,34.78986399377241,13.200259884169208,5.721653436800099,high,clay,18.13430932530749,32.871806142665,good,maize,6.428582233406442,seedling,5.020314527934815
+29.51613064774085,38.90035084318279,10.925961397577614,7.137666534758756,high,sandy,48.24294453840072,31.062913954506136,good,wheat,13.182191288785758,maturity,15.93336888201602
+38.39843120621399,31.327996533487084,8.604001934853152,2.010001020147997,moderate,clay,43.370446658542576,41.1895342552413,good,wheat,15.02910060254984,maturity,17.96462337042283
+31.806267182354865,67.70018191791922,3.048857688158071,7.688511353882905,moderate,clay,41.14884865222638,32.04666797754405,poor,rice,4.512516808578448,reproductive,7.604872055593697
+27.031948780480924,64.9422337895009,8.22054223738623,7.701695457002212,low,clay,41.43373098177612,39.448933599716426,good,maize,7.924317795740878,vegetative,9.838507873570716
+35.24187590664724,89.21421998611534,15.794635266400231,5.556302451939999,moderate,clay,45.08047975030368,53.08514764450578,good,wheat,11.621496657465816,reproductive,12.479026841292024
+38.76332052386022,83.21594377903031,17.79242471578514,4.747251565983614,high,sandy,43.93445494803667,17.101426242453684,moderate,rice,16.113253491526628,reproductive,18.569415450828892
+15.55165371705727,54.65059064885458,14.051531399284404,8.738468517362868,low,sandy,46.76934033976697,22.207365972079167,moderate,rice,8.855526333381842,vegetative,14.484888614842342
+39.56303180640097,52.2951504547521,1.1982435176176165,8.276699856249824,low,sandy,47.04648453417666,50.1409959348714,good,wheat,11.452111648755317,reproductive,14.65363163096384
+17.153303476592008,47.81112205679911,13.408195532022372,9.86620870814179,low,sandy,18.4244596501119,21.40319875824539,poor,rice,11.434518087071517,reproductive,16.702554902416274
+35.35966948171904,39.14441520227288,4.819711790925892,4.9754464427116165,moderate,sandy,14.880387638147225,55.28269979821597,moderate,maize,18.754920708080974,reproductive,23.61661879916212
+22.00836881378531,38.28501939612055,6.305024860528102,9.254660838856786,low,sandy,33.939415901848626,37.04056736159757,moderate,maize,17.36885665150643,maturity,21.11766564935633
+18.304491443846796,37.93702248057632,3.9174641591996906,2.6992150871436182,moderate,clay,10.549904671642777,14.093216484264822,moderate,rice,17.584037670794494,reproductive,18.74132652009879
+25.996390992845875,36.84688543120672,15.515115812404092,5.291728530006818,moderate,sandy,14.50153011796385,11.033013372326137,good,maize,5.832321802465774,vegetative,11.028540848560835
+31.09891448619034,44.43072254433221,12.97204245274558,5.722992949989272,low,loamy,39.783050255851016,48.14522920132603,moderate,maize,18.31404930145103,reproductive,22.92813702932193
+24.52379612558688,48.40011781878698,12.236701091983615,5.5269945296276655,moderate,loamy,34.22009424911553,52.81754160207411,moderate,maize,9.693516914211685,vegetative,14.84295076026945
+16.364135207067473,87.69473826233495,13.359452193385522,7.00078550744899,low,clay,34.28833798797422,21.993229933363608,good,rice,12.260688764047789,vegetative,13.2810966810107
+29.986528491467915,64.70839506011315,4.735445228078068,3.3616627107053514,low,clay,47.778732328368505,22.038995207685165,good,wheat,13.443392495775266,vegetative,17.855904420582274
+37.56008190276687,89.25574647079685,8.892888286507233,8.931617373810017,low,loamy,35.0431007617753,57.705105211876045,moderate,wheat,10.312999880352066,vegetative,15.619911618457587
+24.58038414868129,52.3480168695404,12.665074430979784,6.414112148317114,moderate,clay,24.386321655292782,42.80935683336487,moderate,wheat,8.83509337219246,vegetative,12.737934460755271
+20.40831944077068,57.45759795536647,12.731880552366007,9.233676384106117,high,loamy,17.61495953211188,18.38070561757972,moderate,wheat,7.216287960866093,vegetative,7.766413938730682
+26.064433648320385,49.47471954991675,15.837037255102612,2.021053152171878,low,loamy,20.234992201430646,32.4293470670347,good,rice,11.730394790018632,vegetative,13.740228182280289
+16.20906777621952,40.97325905379316,5.742079333762211,7.039904908743972,low,loamy,17.501606779265273,55.52180578265833,poor,rice,17.23975052463978,vegetative,22.635826646924293
+35.51218961200687,38.58988246665475,15.406722433936448,5.299662774838663,high,clay,6.574462928631993,41.05870976688607,moderate,maize,16.008802892946104,vegetative,19.64582473633604
+35.65852027375467,86.70475186846991,8.803689612338715,6.04079249399566,moderate,sandy,16.770831002722865,30.37347998794529,moderate,maize,11.668321547859458,seedling,17.129468642536352
+29.70001158574071,89.20864090792534,13.403453841178695,7.950436086242282,low,sandy,42.591653058291705,17.55167500133525,moderate,rice,8.8277344293591,seedling,13.983101244758346
+23.82757222345974,32.69456979052389,9.114387601305737,3.817213986693517,moderate,clay,37.77030467497848,46.300092216777394,poor,wheat,3.216267331600948,reproductive,5.410193947675051
+34.99458411114458,39.020752483906,18.972203395818863,3.639195481715104,high,clay,32.98272119994334,23.818144456889584,moderate,rice,6.530949022760005,maturity,7.588550322302237
+28.86717561970918,55.41144553806136,3.586045294832889,7.624062541897144,low,sandy,45.599241476992354,38.29553535521219,good,wheat,6.175825265964858,vegetative,9.549576843499844
+35.648307713750405,41.18000858066444,13.500101771647142,6.170926071553441,low,sandy,16.885626892598097,40.00701000987479,good,rice,13.001947082732222,vegetative,20.50336319146074
+30.786469814575515,51.832823617613,11.530700015363175,3.869112784493523,low,loamy,30.995799835452797,37.77247409613727,moderate,maize,18.652941232859085,seedling,22.99545904363868
+34.61013683031993,37.745780991578,3.454620818954892,5.872149077355323,moderate,clay,6.409689096202393,22.32463957883939,moderate,wheat,8.375850847863244,maturity,11.746160585827775
+29.964074830444,57.390705403307415,1.3201267162333583,5.6764672462172765,low,loamy,45.14029454576306,45.41372971096676,moderate,rice,16.483457139573098,reproductive,19.356450973941435
+25.35352670539165,46.30167697015556,15.982887779433272,7.531555419322492,high,loamy,25.148162576824003,38.302500283623154,moderate,wheat,8.605483388598437,vegetative,9.853929991069268
+38.94864649815344,51.114303345519644,3.149026672925304,2.0212888289542352,moderate,clay,13.004214346905629,30.184146500523788,good,wheat,19.390761316017255,reproductive,20.892296375206826
+28.52784562197112,35.65875908776486,3.73013365571552,6.694082126171864,moderate,sandy,15.769247796736622,12.60654262852704,poor,wheat,6.31228680670948,vegetative,14.187906071780098
+30.12723796351346,55.6876830426085,19.568684479780785,6.845425204098204,low,loamy,43.170758524834135,26.563189792414185,poor,wheat,9.9171003450111,vegetative,14.54977644956058
+20.512190985368733,88.99545665769419,14.345217029532616,7.9640810975033585,high,sandy,9.896277348400275,27.622375394125307,poor,maize,5.539109631793236,reproductive,7.525493820270425
+30.64126973568191,49.72998281287142,5.0097368320244495,9.113843728283593,moderate,loamy,46.63412348126281,49.55816826170345,poor,rice,6.845781432300534,vegetative,12.465088549794048
+29.2901912370736,82.5857564905461,11.818979203032026,5.521518376893511,moderate,loamy,21.805819510617383,35.67235337055702,poor,maize,4.801354876016854,reproductive,7.08295495597828
+19.620959948675623,80.5919484974211,10.682236768050268,4.740161794471075,high,clay,16.298836918805797,56.60594323524108,good,rice,4.861728401846397,vegetative,5.086006829995818
+16.489677433828593,87.12350509783263,16.88946535027695,2.8185630200902905,high,loamy,19.93364121851685,47.53649356592829,poor,rice,13.6844515073733,maturity,11.935157982893038
+30.10898299286928,77.40657073602567,14.586414956652488,4.694686759145864,moderate,clay,23.40424489196454,36.90023243566982,poor,maize,16.325546356923105,maturity,19.428937911678982
+34.092306733758015,69.5758096235289,16.634422509863715,2.5478773155552616,moderate,loamy,29.66509080059144,18.44429027737293,moderate,maize,4.377481753683405,vegetative,8.055911204383094
+28.085034273050205,81.39506665364746,4.230131759547248,8.422561642731639,low,sandy,31.40633724303672,21.051660081859765,good,rice,6.762276407544891,reproductive,10.25687743562292
+20.669315632991143,34.53868083944098,12.804384087340104,8.45604918276669,high,clay,25.151867378886635,18.003968372898818,good,wheat,8.458498021903972,vegetative,9.050513248737722
+31.663049417325876,57.76983943192847,0.8048171683676064,5.337901258358225,high,sandy,25.086375855556632,32.1425366906454,moderate,rice,18.925052849639076,vegetative,24.096692637689355
+17.002643165240055,89.35537431690352,1.378812245584402,4.077129871011927,moderate,loamy,17.83849036135406,46.12624421994438,poor,rice,13.166726821849796,seedling,14.015990089945824
+26.045842620048862,76.17600907768394,14.270540654091944,2.944160603618174,moderate,loamy,22.271439188450685,47.96624126116803,poor,rice,4.823622795607942,reproductive,7.349214826634931
+19.084168959960504,87.72452268223338,0.488402052878627,8.80989732817477,moderate,loamy,26.02122519917573,14.807561498519863,moderate,rice,9.285633722343473,vegetative,13.015961964257563
+19.611476276497086,76.77806136800874,11.595300178010184,9.019962227083242,low,clay,31.891461060315347,34.795541792790914,poor,wheat,15.158057708727224,seedling,16.328965458992435
+20.05734872895509,82.49291804652864,16.8081019688906,4.130316916718512,moderate,sandy,10.881494555244636,34.072030423755415,good,wheat,19.629995360461734,reproductive,21.904436826694067
+24.667676426099447,72.39177793819147,7.598836168360572,6.974084387742109,low,clay,39.37882075800937,31.94433261580855,good,maize,15.552284388847244,maturity,16.219305502072988
+16.27875514050994,75.63012026503438,0.8968087367982558,4.069229318323109,moderate,loamy,35.62570538149389,25.06079987778933,poor,rice,6.0800976335252805,seedling,9.056493689354234
+24.94483602322745,61.39068059037004,14.276948992574535,3.8010130171486303,low,loamy,18.44455324026177,33.790403095536654,moderate,wheat,16.92615339067814,reproductive,19.3870803938225
+27.792686177867523,85.45426204884797,18.593729049283017,2.1696644050513223,moderate,clay,25.67047740165778,35.830336424505134,good,maize,3.056698283163853,vegetative,7.17770119975186
+27.08235712415813,79.5023346374017,14.343427841165358,6.6172753406885,moderate,loamy,47.61180415981752,39.98480832373029,good,maize,11.200649325231073,seedling,11.833502181728836
+24.569602510076013,80.63309793993793,11.568944860055506,3.199532345484457,low,clay,5.921482196310544,28.868258363959583,good,wheat,8.866213944855161,vegetative,11.33819456187094
+35.97866520176881,70.38054605778314,4.600576597581201,2.098969462935456,low,loamy,41.510821930874044,57.25503177076014,good,rice,19.0875430412169,vegetative,20.2335915923056
+18.633167310512604,48.274796825234944,0.3075124808899399,2.8388093146945383,moderate,clay,28.027611724933926,26.94193303287681,moderate,rice,3.78063030942196,seedling,4.995327024507272
+27.642418594534348,32.13778772340836,13.893442169581064,4.51015353270251,low,sandy,32.84656213793984,54.75254600649423,moderate,wheat,7.3446588668966015,vegetative,15.776450841793828
+16.55103542391386,86.13930776457266,4.620523516885859,7.353305520893693,moderate,loamy,35.803965209776806,50.06267594145621,good,wheat,7.417665020246371,vegetative,8.987926125987412
+16.778891971947743,65.16722092832981,17.16325354364715,3.620984426657001,moderate,loamy,25.52090851944644,33.26353534884664,moderate,maize,10.197476541768374,vegetative,13.140535858350912
+29.34664624192741,47.888578268888416,9.327282376652226,9.100724500253374,moderate,clay,13.633682085599338,34.81561898346979,moderate,maize,18.69687479144422,seedling,21.20548540963691
+29.150460622195524,38.94810647085227,10.612711647449125,4.3079072830636,moderate,clay,45.93157542263645,53.493079453289454,good,wheat,14.094555716270838,vegetative,18.87176509811368
+36.95083782111142,79.77138993004527,15.078730885327332,4.6498103153892,moderate,loamy,38.30858402674024,34.63625035893711,good,rice,5.064365726433039,vegetative,7.830705644537618
+28.94684189150183,80.19121166685474,15.588612156066864,3.7438174396158175,low,loamy,30.181536422179143,43.96897868981698,moderate,rice,17.022701960047794,seedling,20.147111342380967
+38.99477551012126,78.87047808783188,12.853016661611363,4.030442696574707,moderate,loamy,25.18053751966258,50.46514440799015,moderate,rice,13.707191414111977,vegetative,20.44620092487556
+16.217371209998245,68.70496151800717,18.76863630825486,2.5930809164251345,moderate,clay,27.469923276013155,55.39406081278256,poor,wheat,3.274621948454826,reproductive,4.898634612855442
+17.450192119518526,51.96092325551256,19.645968726408388,4.358164629729516,moderate,clay,42.05921936137087,20.90820815479137,good,rice,18.615692957546724,maturity,17.458546095689883
+16.101646539259534,48.24421708681542,18.937708887492334,8.876939676804984,low,loamy,5.562653308744372,58.768288531164345,moderate,rice,3.806415827989469,reproductive,5.56066874976582
+19.6319212583385,30.51328620709021,16.48358370687887,7.507396331164907,moderate,clay,43.9400747338462,58.26667849170221,moderate,maize,13.36905254312114,reproductive,15.569625125812887
+28.531752773541957,80.01645352129442,14.11250440488503,9.002145630924932,low,clay,7.103838791179032,24.867748428731108,moderate,maize,13.214244010463217,vegetative,18.802254483832915
+31.1393045356857,35.245961849618546,13.26651715763335,2.838872115034853,low,clay,32.71608799098297,40.6864059326844,moderate,wheat,13.349551633178944,vegetative,17.956152601822176
+16.13962894871672,67.84529988244606,2.075003538410678,5.644933046737273,moderate,clay,19.99051576176513,12.345897547775,moderate,maize,17.420678769203576,vegetative,18.21274499185832
+38.64927224613999,60.2444968104053,5.42968693638225,3.83403898384092,low,sandy,35.520632571911854,18.39136700534111,poor,rice,5.101876167222169,vegetative,12.398146269575104
+36.05413441625953,61.60136153558107,0.1137644705875406,7.769724724449184,moderate,sandy,8.84943121684833,39.19085885801415,good,rice,12.089421195045682,seedling,16.392948616270438
+22.41531205392733,85.6027707184664,2.7481974046798374,9.761902597807124,high,loamy,30.030464543560207,42.50531203089794,poor,rice,12.75127611509068,reproductive,12.151308821252748
+16.9296882556617,31.896900676274527,8.784589543383767,8.522875832402303,low,clay,43.4855397871936,36.73014901448737,poor,maize,9.760354634554185,vegetative,13.94146927128224
+19.247176830476437,76.40353347772634,2.930731015781467,2.282225334008051,moderate,loamy,27.25870369867229,45.236107885011386,poor,maize,11.97724178368982,vegetative,15.042923664833928
+18.17361034387432,33.12314390203843,18.03326829353516,4.533277557153873,high,sandy,8.79559708330565,49.64453825541239,moderate,wheat,11.516048509806645,vegetative,15.463186072626923
+18.08209448247367,32.28921635612263,16.11398370670564,2.2286375236041884,low,clay,6.682029113978406,18.42289128821691,moderate,wheat,15.902601634116955,vegetative,18.57305326411676
+27.96404221664335,55.78906188848292,1.4322382417903643,2.3213357354478843,moderate,loamy,32.95406069645925,42.98086227755318,good,maize,5.480154171395894,reproductive,6.062119735366127
+21.14618606233501,33.784510460578005,4.978274309345321,2.636122433315311,low,clay,8.128875925586351,38.12991183744936,poor,rice,3.5030244717024823,maturity,5.456764583060221
+23.95349291322861,77.34863707757472,16.381437692230175,4.210615431764495,moderate,clay,8.207999244865238,15.87931214598042,good,wheat,18.83535694779362,reproductive,19.21521317106201
+39.73763333460806,61.77378561890024,16.06092253119747,4.433622141105049,moderate,loamy,24.144777770482783,21.430224488907303,poor,maize,8.331976936852449,maturity,12.370461595402764
+32.10785622313362,31.742326959586467,18.909011002355776,5.203628105879106,moderate,loamy,14.427874336528925,30.9834509200552,moderate,maize,16.459457490821688,vegetative,21.64041769896897
+38.72451667617504,32.43004118891517,19.950955232347205,5.239448755730369,moderate,clay,14.188815234801956,53.18792178970728,good,wheat,8.435545355081835,seedling,8.97989625647477
+18.56391387582789,66.76011178436876,19.52540126482244,8.171272094745447,moderate,loamy,26.643929672555146,20.85128904590426,moderate,maize,3.067046307364929,seedling,2.9244006120431227
+24.553486870814236,78.3667090595043,8.20275971442883,3.131225948631198,low,sandy,17.636077729464237,19.146184610080365,good,rice,6.665080749869233,seedling,9.444747607418485
+28.868295082058857,56.26797187648641,5.006568876040644,3.261924926434061,high,clay,14.866992239521302,46.047586391823614,moderate,wheat,4.792480025693331,reproductive,4.761734557583629
+16.91895154721845,63.27484029213746,15.16820380854125,7.012712413377872,low,loamy,28.148651973025245,58.78964714166684,good,maize,16.986586749326236,vegetative,19.976045005860165
+15.104686090698946,77.98976724299409,5.985457854880616,6.5739372175399735,low,clay,18.089768265753406,32.366437883688334,moderate,rice,5.903445312170045,reproductive,5.762848648762626
+31.760858344922937,66.63037044250915,16.128007202626595,3.2320376438568994,high,loamy,8.609919589237524,27.5068807206658,moderate,maize,19.892621314485574,vegetative,22.94152285185928
+31.04548792003588,43.48561425952917,10.679094607958488,8.818115414831354,high,sandy,35.7232581773178,22.697029465978776,poor,wheat,13.41592174298621,maturity,18.695452973187656
+25.269720249990293,66.78312155216872,15.878545504699078,4.632475312809659,moderate,clay,31.35236092416925,12.487043182964992,poor,rice,8.489638223805756,reproductive,11.038993509120491
+27.24110190080081,67.69676754391281,5.517597594340209,4.93573878835589,low,clay,14.545271259136872,18.920706076588125,moderate,wheat,11.581060912062782,maturity,14.596439525333672
+25.38607501480224,74.0464188528676,10.160546311076416,5.363680646676708,high,loamy,31.201087975154262,14.67075331092338,moderate,maize,19.349085687559405,vegetative,22.61528504728146
+15.60012612112222,67.25245125340808,11.28047587204364,4.581614965911486,moderate,sandy,48.00153474380618,34.70507773448905,good,maize,13.814536311846364,vegetative,18.639989034840166
+23.38429015543656,88.15452782748227,18.86216135440264,6.459640418181012,moderate,sandy,48.04153478227868,58.90987634770393,good,rice,15.81154675418435,vegetative,21.591109819054243
+19.427056384932246,41.83729852302411,5.331951536608345,5.109181785265588,high,loamy,28.937408464603717,49.37012120853859,good,maize,11.39357564522987,vegetative,11.50674200357256
+17.460604727534218,87.06544077402458,18.733764785697893,4.075477807562301,low,loamy,9.41133722148099,40.08450417998759,moderate,rice,12.05666363991978,vegetative,16.824285641411443
+38.91801084723375,62.30036942100098,16.097178309314316,9.235798941686197,moderate,clay,25.618348791796176,34.33191348726564,moderate,rice,19.726620266466423,reproductive,23.37747307098183
+29.98399312605414,70.31736842969472,14.617881081733906,4.466805921121238,moderate,clay,6.214252264323445,40.85909955159541,poor,wheat,13.276083664689471,reproductive,14.86413010374743
+33.21640710591507,35.967695847131395,15.737405383702503,7.587911403750575,moderate,clay,23.68405759888171,28.801332153831677,moderate,wheat,12.21267525740218,seedling,14.348720369089715
+22.884093581652937,52.83455648268642,12.10850091760114,4.77781416285517,low,loamy,45.92384757667679,18.91926468224574,poor,wheat,17.84833372948296,vegetative,21.11883215879261
+24.82867823735038,76.16274878779035,4.881600209249717,5.481759895019775,low,clay,26.034966083327458,39.48868267994885,moderate,rice,10.636460669538796,seedling,10.819052097469944
+20.923099847418086,72.41466090593943,3.789899376797055,3.887548187210653,moderate,loamy,29.77193212876495,36.40516445008309,moderate,wheat,11.051580722947628,vegetative,15.90293813062682
+17.42414177413562,32.40836328992461,17.32682871700781,8.018636955098033,low,loamy,12.111642613616716,57.226834390932304,moderate,rice,15.07351268139674,maturity,17.976094343777685
+19.475790936039598,62.79565580983468,14.502788051916664,7.897626011410025,low,clay,5.704279350446446,42.49164235320283,good,wheat,5.716848817037164,seedling,6.463294864254458
+34.93785113241215,35.296691578104564,4.264085655218981,2.177919566464801,moderate,sandy,49.70227949445087,48.67152544321443,moderate,rice,5.213541657178459,maturity,11.41812518292538
+31.938645129594395,89.75138575068974,12.301867317488032,2.481552322410334,low,clay,20.22157741982747,14.63508579427358,poor,rice,13.511668029811895,vegetative,16.77002630438428
+28.67322189963692,83.83779531199768,8.950929628284477,9.379011637959517,low,loamy,17.570749212298196,48.04685002992543,good,wheat,6.118677539470232,seedling,6.08448627556401
+26.877246821669203,31.264839625712217,3.1731033992618785,9.110614777902809,low,clay,30.70767439507416,59.14244185677335,moderate,wheat,10.403944903831585,vegetative,15.293790441908172
+38.06085709140311,81.51897473415785,10.637142187143288,6.0486975422282425,high,loamy,38.53933398599983,42.87477806212923,poor,maize,16.675614458147457,reproductive,17.278805327289707
+16.81837369446671,85.16577603350446,5.630381849328345,5.946859132466692,low,loamy,16.313350909865,47.10418518576756,moderate,wheat,8.269237971096217,seedling,9.097609625584814
+22.0150203309479,51.2128933538073,1.924882483151431,8.49939339507034,moderate,clay,28.58557324498586,58.97606231622272,good,rice,15.618925981074035,seedling,14.520614566038727
+23.74844633926785,73.17009930286595,9.339165970908216,3.107601175079032,moderate,clay,19.968603149088963,29.563736153052087,good,rice,8.573373173984141,vegetative,9.732065968712288
+34.560645305319696,56.52622477246673,11.802171041871237,7.229592970767673,moderate,loamy,26.643447845735167,51.2089256741375,poor,wheat,3.6759732360408286,vegetative,8.01251217565342
+39.81286550404928,69.31394907458065,0.9381282076230102,5.8078639558980765,low,sandy,12.258946119795356,29.9846264115104,good,rice,4.558036453431875,reproductive,10.45800540988818
+21.016762868928826,50.419044257891485,8.041854988219937,7.946648234524983,high,clay,27.95532259449402,31.29593083333518,moderate,rice,10.37574210898013,seedling,10.199172209509346
+36.85768335342701,49.3535541979961,5.153238396733705,2.240822330495924,moderate,sandy,7.130615122994091,42.91209424653133,poor,wheat,8.404093754058236,vegetative,15.846275450347337
+35.76556901079478,55.46603333145474,0.6130118141446483,6.741804397791508,low,loamy,42.79988001983895,22.8209579094388,good,wheat,10.972184281796554,seedling,12.138275502517825
+20.616434941044165,38.73406551915007,2.513250992230116,6.453825721724461,moderate,loamy,33.244684098103846,59.63909097630578,moderate,rice,11.892350849305172,vegetative,16.965774356823584
+24.98331450498056,79.86833786612296,2.780683176367551,8.726786636713483,low,sandy,47.36706938816013,26.46157834152873,moderate,rice,19.025763594469996,maturity,24.44311838720856
+25.241821732312975,50.9218737216982,3.657484962359423,7.414690380440223,moderate,loamy,31.987936150044288,16.14249807449484,moderate,maize,11.026756792464331,maturity,12.041560411945056
+39.45551671316396,54.00897323435071,16.067551428758424,9.0412828671651,moderate,loamy,13.197473790459709,26.127702850446568,moderate,rice,17.57708706113892,maturity,21.13697473993446
+19.522297534472457,83.64327676212868,8.789837329562785,9.09818657314047,moderate,loamy,26.7822841872737,52.79831151445151,good,wheat,17.46187115868925,vegetative,19.21809530675531
+34.97894927761955,59.797428843790286,2.9417198454077376,5.265312007197743,moderate,loamy,34.91129420708732,25.69640188526745,moderate,wheat,18.086506210418385,reproductive,21.751885983519557
+23.35481785432775,62.65523456105178,2.005939338557785,3.099473070014505,high,sandy,21.84005036818755,40.56778074565632,moderate,rice,12.14481107136749,reproductive,13.707619209062862
+33.27175864440401,87.38988748662591,5.958809174580781,7.042269246577504,moderate,sandy,29.869235615461093,56.76601054119923,good,maize,7.86495796470132,vegetative,13.358364401015342
+25.500275107391573,83.20358298869935,15.960310374089046,8.989968787268083,moderate,sandy,12.32098300054396,22.99830282233626,poor,rice,16.366281036261032,vegetative,24.11116431796864
+29.458994077913506,40.16800253330637,7.289196958792869,2.599626753558086,moderate,loamy,39.97058712884812,16.568266403789387,good,wheat,8.485577739067413,reproductive,10.302906756525749
+35.815294333153275,58.3929017950863,3.1979472058787617,6.463386184677313,moderate,clay,45.92884860212244,14.842412493155946,moderate,rice,18.228298412001365,vegetative,22.63776350859029
+35.104139124597104,88.27777364571273,8.082323630923199,2.9199962132785915,moderate,loamy,19.16944602039439,32.01841002118005,poor,wheat,4.782400407897839,vegetative,9.876779033696346
+36.6605795884925,52.34197789371616,11.10623114574115,2.215967934041616,high,clay,40.69991247735013,15.214335131147042,moderate,rice,14.528637807417493,vegetative,17.219820346194584
+16.490433133616477,52.294386510972,0.591683672760277,7.437082831526668,high,clay,9.13754870482571,32.69042037351361,moderate,maize,11.181805598683331,reproductive,10.691733848442455
+32.30126382599362,41.70181390734926,12.552836028803462,7.454796894977311,moderate,loamy,16.10170206219563,53.13584695753102,poor,rice,13.32031235233686,reproductive,16.915533741768677
+18.499684418044072,36.85938684714751,7.902015060295787,6.805264359970896,low,loamy,25.784152990494267,48.87419140193159,poor,rice,4.890831575149686,vegetative,7.654229383712095
+25.395464200460275,74.41828744535891,0.1945175026238876,8.873782431214376,moderate,sandy,22.38832058582791,39.08504267204027,good,wheat,19.511947594809,vegetative,24.446391359799936
+28.71471037636721,76.20182812209099,13.477787978927616,2.647011518347827,moderate,sandy,32.883160365173744,52.52112530591548,moderate,wheat,15.145505358598534,maturity,20.35513724008489
+25.068487118670767,88.14077781018,14.247752711252964,2.842082093590075,moderate,sandy,30.334324819647787,15.01350239659541,moderate,rice,7.846360638457662,vegetative,13.981379271349446
+27.990291895075188,76.40509265432178,12.576795771173655,8.916283503835578,low,loamy,8.927239326884667,40.470884798330864,moderate,rice,18.12137184122061,vegetative,21.546949449517044
+39.91315771996548,44.601149642015926,6.838604351968445,6.026213759090105,moderate,loamy,10.926248264915271,15.782068546297817,poor,rice,10.698340709867644,maturity,14.602426250709124
+18.380432842821367,32.40699469731093,10.592097081319222,4.184422470705898,moderate,sandy,7.327023231249086,34.106970563430735,poor,maize,6.162983515903349,seedling,11.756997478194313
+31.88640113341064,89.12624306217961,7.743154122668708,7.905255823882299,low,sandy,47.86730222729864,33.17311886864883,poor,maize,10.320545237614448,reproductive,15.037140618676816
+24.90002415964038,50.427041732616345,14.012434603193888,9.155229780835215,high,clay,34.04049100180636,23.257768246561703,good,rice,8.428415604438626,seedling,6.165092332297593
+18.32524497268322,48.718292545945246,11.671603724673773,7.5168262896236975,high,clay,43.501297793855706,51.49273187588111,moderate,wheat,15.043224535663224,vegetative,15.550908948148678
+18.968419084357738,84.35731258496295,1.635982276548995,8.335460773427592,moderate,clay,29.356874709215816,21.41138329681158,moderate,wheat,3.361507397309115,vegetative,6.324030262501381
+38.731827656140425,65.10599391269918,12.861871164379949,4.25997792156154,moderate,loamy,13.722718427548651,37.594712311931424,moderate,rice,17.96319227721772,vegetative,24.52936290946429
+36.99003741779405,42.89227043094808,13.744768286756033,4.31020287528434,moderate,loamy,33.19703958856695,34.1130672515738,moderate,wheat,10.349756739025365,maturity,13.221213703416248
+37.67604901037555,83.34577456297437,7.4140436122939875,8.91299104283706,moderate,sandy,27.740251854151133,31.582610563118976,moderate,wheat,4.919907463109858,vegetative,14.177673869432796
+39.78831939568467,89.6016513032846,17.515715619194086,6.918902789241723,moderate,sandy,23.368655095515077,11.677107408896694,moderate,wheat,16.05372326640388,vegetative,23.65242306882205
+20.207884750212948,35.20071366904985,16.860287096899253,3.873302013389892,moderate,clay,21.7312376560273,44.83669296502429,moderate,rice,19.80114438610933,vegetative,22.1594714451612
+23.885983434101544,81.73509769814923,3.503330477994757,6.1932945236976975,low,clay,34.25344337678271,10.63426716638677,moderate,rice,18.34647505561824,maturity,21.624894108269267
+31.730475748121663,53.43094186106364,18.08532616971737,7.486883771777994,moderate,loamy,32.799274384758334,51.02736020743779,good,maize,5.79997165114666,maturity,6.797915320941967
+27.095063496516183,61.44434679040226,8.81744742990155,3.748392650006304,high,clay,11.820468111751092,23.319729339567854,moderate,maize,6.682370390036061,reproductive,7.7240102594536415
+25.459738334458336,84.88895854589884,14.474993052685868,7.239251265661887,low,clay,41.7299924225507,16.000271577453603,moderate,rice,19.79077514749392,reproductive,22.310078529072587
+23.945281233389828,88.40275174650704,16.28194013934472,2.3371587985421423,moderate,clay,33.624106023991175,30.852033767473653,good,wheat,6.446728989942663,vegetative,9.101958975208552
+29.844515798586308,45.72983462452797,10.102248421393798,4.4295329840332895,moderate,sandy,29.111380988330467,37.968027485649166,poor,rice,8.128757156816537,seedling,13.428097777735903
+29.38983571600205,42.771046257594826,7.982038787416315,7.391774493808918,moderate,clay,38.701288412445386,25.518132929580275,good,maize,13.588223392888665,maturity,15.025519695161504
+19.036445851606004,34.83099351549071,18.30902737230197,3.1947925239192125,low,loamy,11.914986502526794,16.089238647275874,good,rice,7.952997062092888,vegetative,9.76645947639545
+26.793495937960977,63.70787115972828,4.617071058708464,3.7775922451399913,high,loamy,46.387227462205225,10.916363697518957,moderate,wheat,9.483228060999773,vegetative,10.13250158077348
+28.836794405246245,30.81626372704009,5.139401554382889,9.032746322867116,low,sandy,17.176424208529514,45.19066214552498,moderate,wheat,15.601635014265486,seedling,20.813383537458257
+29.25717346828476,54.71389785659619,7.232406280268742,7.394568795452868,high,loamy,16.824081787750302,54.32178968312188,moderate,rice,13.08630151603324,reproductive,14.265315102553007
+20.252679822808798,34.40304099912051,17.189315559411313,5.99134968205339,low,loamy,41.67061480967725,15.026052733987902,moderate,wheat,16.772446414870252,vegetative,21.51848782258544
+33.55678480630717,54.31354697576004,18.77576528426152,3.6871471370196174,low,loamy,20.02960423201466,21.531688329744973,moderate,maize,16.183185617990976,vegetative,22.06438565117886
+15.62997737052674,32.395931355936554,4.401354295097237,4.731277252658065,high,loamy,42.38186995746306,11.01145801740557,poor,rice,16.587595344739242,seedling,15.81086398388197
+23.870796388579063,80.11303563652613,17.277402952624907,6.594643986298873,high,loamy,19.76044437061189,54.25331175747455,poor,wheat,6.02303667890304,reproductive,6.877235705995897
+34.50531621339084,42.58433963631396,5.164059189371386,3.242500751237348,high,sandy,29.78095927905068,32.2369274619689,good,rice,7.3681130032252975,reproductive,8.91583754008592
+29.09732302638506,49.69852262147472,19.41282493499776,5.853952639185511,low,clay,15.38802242541994,56.2597604212352,moderate,rice,6.103704408666516,vegetative,13.17617625066172
+21.529060812771505,82.20287979638351,11.948157839631646,5.271795153104179,moderate,loamy,37.91841667672282,33.40496651675429,good,wheat,5.084750133666022,reproductive,4.886582228574192
+32.37382798357619,74.7759636799323,0.1417293489476478,5.813498731420946,low,loamy,12.512349671643502,53.10915531797847,moderate,maize,17.454839332964347,seedling,20.038114321087274
+29.184773603901835,43.14230169852351,0.6825980814235577,2.844486570242396,low,sandy,45.4744168742962,57.58782141257878,moderate,rice,3.0649396350012093,vegetative,9.351474235896475
+34.90609023640968,34.31396511944976,2.9496906160941694,2.8519766963602287,low,clay,21.72419736905689,26.75758365610261,good,maize,13.66773536610076,vegetative,16.845223727874174
+33.37562965474558,72.94042661132036,3.7514631563751344,9.71288762197057,low,sandy,26.22085167385746,42.03555275921797,poor,rice,17.839006734607146,vegetative,25.0
+30.252698050905867,53.44215304128656,15.352382456531933,9.834941869798149,high,loamy,6.080985222654725,43.32100015214072,good,maize,5.8474291325616266,seedling,5.355575351960777
+27.20444188277035,75.96479994709327,4.455317528338998,5.409317263294546,low,loamy,48.910548473855954,11.07043675975635,good,rice,18.83784857765245,vegetative,19.86663219078971
+18.329553141688084,56.71768634251262,19.382832400997195,8.311963629206698,moderate,sandy,41.59288938957589,31.91145823981376,moderate,rice,19.2770853620411,reproductive,23.854053670768018
+21.533325447134597,50.76014477833658,12.722241144058763,7.246331415384615,moderate,loamy,25.11540082705829,52.76639199358826,moderate,maize,12.8736138636844,vegetative,14.849665647684157
+25.477486822927133,57.07232449274379,13.850350185070354,2.935334836947112,low,clay,46.411760258484186,57.31426312359216,poor,rice,14.341225845936002,reproductive,17.548005204342612
+29.98248217515972,74.9135391402406,4.35633038570415,4.373429258677582,high,sandy,46.89768361202099,54.961043686276895,good,rice,6.17270364675203,reproductive,9.165373676399886
+27.84269638038262,84.13321719242245,17.854126281901696,4.509211269156164,moderate,loamy,28.987345473272143,58.64489665387693,good,maize,19.730424283681117,vegetative,21.141982987952225
+22.20461314898824,32.98603179531453,13.356291456398628,6.766195478873791,high,sandy,15.523285616301672,42.65209312265288,moderate,maize,15.570960536526345,vegetative,20.67537999502928
+15.161608944742763,61.4466924736173,17.288112486837278,6.63981369851576,high,clay,26.91996505895538,21.63996925387551,moderate,maize,11.775715499179434,vegetative,11.265539878655732
+27.40598054752035,31.970125745032657,19.12962194462454,9.388069549622044,high,clay,19.615937319237936,38.7691085566111,moderate,maize,11.516649597442363,reproductive,11.491578272193111
+22.14064971405608,58.10457270146152,2.5128195421919286,8.320290511810192,moderate,loamy,25.15935330547688,31.057197830849816,moderate,rice,13.505631994560408,reproductive,15.390162441605062
+33.36520751776338,83.11696974581403,1.9317446053789131,8.85478131682379,low,sandy,46.01264138546339,22.93262877410892,moderate,wheat,6.165285596259028,vegetative,13.775079940021309
+15.598656631762088,51.69541598521858,16.068156531792713,9.129828908888076,low,loamy,17.68255636680847,48.63930723752584,poor,maize,13.149295482335852,vegetative,16.503199939276495
+29.62069528264477,85.9470252648386,17.322521181883406,8.410213380439842,moderate,sandy,42.75350576084482,41.45993649582526,poor,maize,4.1885939829249,reproductive,9.47201084886282
+38.53685593765164,67.83650829903657,11.675228417559714,4.6630500884568615,moderate,loamy,47.0885474377336,49.50521042106055,good,maize,13.281526840926178,vegetative,17.3209439828902
+19.36023167778749,86.04932062758039,7.320010955010412,3.720103770676,high,sandy,41.22737543952839,23.474533390836296,moderate,rice,12.770259266677447,vegetative,16.22267922382615
+26.791237268764885,75.42999752475117,13.052592721504476,6.574138704168376,moderate,loamy,28.726400463749453,55.19422728091622,moderate,rice,9.078938481959678,seedling,10.824577216634928
+17.285549795428455,36.20610999892574,6.113281451849146,7.51654653162655,low,loamy,30.378979045415274,21.93568699595859,moderate,wheat,4.534534919372503,vegetative,7.941137184276902
+30.642047806533817,43.86908205376062,4.767713843069363,5.092543751705327,low,sandy,41.883574807397885,40.09612068898128,moderate,maize,12.352378266205063,maturity,17.80118582659376
+28.76329201490564,53.65022727501037,9.76290419054531,8.786709199716082,low,sandy,7.002536606312141,12.84473316998674,poor,rice,10.4374058378717,vegetative,20.483688292488587
+25.18413810532081,40.20641292072456,4.323076552127594,9.684532742543867,moderate,sandy,38.11684958540759,37.0482134207126,moderate,rice,8.310519976928205,maturity,13.519633358487662
+28.03442553684353,59.69469628659963,9.674072166303455,6.555165809098816,low,loamy,28.799036968083897,14.936170490926669,moderate,rice,10.276173277660616,reproductive,11.103095675909598
+37.41436646172525,58.28208934208944,19.13213010927144,5.652736497729746,moderate,clay,22.8711849317802,26.61074474899055,good,wheat,4.035703055732166,reproductive,4.606713245465686
+19.90735755777668,87.37555188164288,16.79568071234781,8.743096935540144,moderate,loamy,39.51174563072722,53.034462934879166,moderate,rice,4.449055351143889,reproductive,5.812359034037812
+15.56411279263368,56.02367297375866,18.832618390000448,2.1941563759150933,low,sandy,16.981125246044368,54.67636575702764,poor,rice,5.45357975611037,reproductive,9.329027982130905
+36.54162211747752,77.13760825727987,16.126579496947173,3.0321009266739845,moderate,sandy,45.29901774715544,48.3649265256722,good,wheat,12.408478098124856,vegetative,18.61578406104676
+29.427927059697662,86.51463269108879,7.095018718925534,8.765261272050143,moderate,loamy,35.98195002413171,28.385189595218165,moderate,wheat,7.812862591248646,reproductive,8.330059758404063
+37.266461386546055,82.61932985843913,16.240904771031182,7.85622868518394,moderate,loamy,32.4570015335869,38.936140749463085,good,maize,6.996949737528757,maturity,7.029014001183282
+29.923630585329317,42.52005747069551,18.45831487106428,5.329093585634608,high,loamy,28.540413238948208,21.198948319977923,good,wheat,13.718260006767412,seedling,11.665862719918644
+35.25402724899256,59.76179365521266,18.94071575674109,9.11081486179524,low,loamy,14.574094638372904,43.91745975721333,good,wheat,13.14616610101273,seedling,13.593776231400172
+25.7418340838787,50.86438693775554,13.66395701369994,4.811666301163097,moderate,loamy,32.76252317887452,27.37015092005864,moderate,rice,8.749989500558584,seedling,9.478875826372835
+33.74649828220672,53.99152170823293,4.227332876302263,7.070762862935339,high,sandy,37.62112911586101,21.049930096069765,moderate,rice,18.932186833340797,reproductive,23.466290588916948
+37.8260366722464,51.648409574745074,0.794583067293817,7.074675762607328,moderate,sandy,5.52603730386017,39.24851789499347,good,wheat,9.769006222118556,seedling,14.70898376942998
+29.30307409305516,79.58155261050024,2.9440045632031158,3.4746551409138897,moderate,sandy,21.488861645024084,15.590109568377803,moderate,wheat,6.222286707749248,vegetative,14.211316109888838
+19.51962876405949,57.128343307346846,19.310938357878907,4.278813889312464,moderate,loamy,42.46088437794442,44.334949030842616,moderate,rice,18.108873057245905,reproductive,20.82987540763839
+21.719940375754955,61.42165993468129,9.241936483855389,9.328055381568683,moderate,clay,33.44948570465522,19.35027124643427,moderate,rice,14.9362680553032,vegetative,18.73362489630217
+19.966114422435144,88.94684142282448,17.09972029664115,3.4673188303473363,low,clay,32.687169729071385,37.6727680491595,moderate,rice,15.7312527754067,reproductive,16.055119994219826
+21.17142568989332,33.59875633149099,9.300883071165822,3.388596974780996,moderate,loamy,15.287570830518517,29.62542429760865,good,maize,17.43239761899795,maturity,18.51266820872898
+22.66038623377591,59.27745838744492,13.216351669196788,5.836923789870992,moderate,loamy,33.44399300644388,38.31223553849625,moderate,maize,16.535151324488982,vegetative,18.868953046562048
+28.878344668829712,76.44370241676697,0.4828155424466729,2.737578945902728,moderate,sandy,40.37675302829796,22.298093488688902,moderate,rice,17.41224919424868,reproductive,21.98153653768037
+29.69979073659582,39.06971749129359,4.997298854387335,9.157009511874987,moderate,clay,23.07903731881303,25.519465939685684,good,maize,6.8702678945885935,reproductive,7.723641785953472
+25.662493681046527,66.69189567688643,8.725385600851785,2.8011931064997686,moderate,sandy,13.194146540437108,17.01605471533584,good,rice,13.468728400227658,vegetative,19.05619943061109
+30.385519495520885,44.367886772068005,12.612620943083265,6.932459814726355,moderate,clay,8.477341623285257,48.84828227403311,good,maize,14.486944523959789,vegetative,18.766560910411247
+17.039373140284148,82.04424679347406,3.43042376106357,4.718254851562545,low,sandy,27.75630499017957,13.505601236513357,poor,maize,7.975938906762693,reproductive,10.979357814584535
+17.194705926454,49.62597992400475,15.2910292854098,8.434183083768271,low,sandy,35.77363669174804,28.821725627312624,good,rice,19.902787534789955,vegetative,23.27625882281097
+19.29573650894146,49.74376901405457,7.288094122724747,6.7184859661403085,moderate,loamy,12.31876674183901,32.45483948119417,moderate,maize,16.72345201513769,vegetative,21.69216070414589
+27.951937451008614,65.89163271107361,16.34870538467769,5.106449128635505,low,loamy,23.96496312295964,19.760310590700044,moderate,wheat,18.548681072942,maturity,21.69469134252947
+20.34986696745784,41.013774487194524,1.9593818079013456,9.870983876358489,moderate,loamy,30.58894441149686,29.24108077666685,moderate,wheat,5.585661053965547,seedling,10.216078999359612
+22.082110087314437,47.093318334183664,13.595131753647438,2.5298479077242453,moderate,sandy,12.01362907565155,30.904411054581143,moderate,wheat,3.6413111709261017,vegetative,8.842272267614794
+25.00782090432485,54.99791100716469,5.866566664130204,6.622290425845414,low,loamy,17.14504788992059,21.216519549282783,moderate,rice,3.4861212807760915,reproductive,5.589738463397552
+35.29665310025949,51.21827178840663,15.907663482452358,9.91654649235236,high,loamy,32.37860237387596,41.962787103731415,good,maize,17.734050155179524,vegetative,17.790336033190968
+15.346553397821502,61.49263308033494,8.043408540848212,7.527621145704137,moderate,loamy,37.62607732783426,11.542700265112046,poor,rice,12.288880523022142,vegetative,16.853907056521532
+31.23447050591556,65.97840864413797,13.306992645271327,7.918157053137544,low,loamy,33.61970319538537,19.878233191960497,good,rice,8.231138525537734,seedling,7.335081305271553
+31.721913276017133,64.00004722500987,18.686105372729468,2.256729156635888,low,loamy,37.11353955576677,41.203748573079,moderate,maize,16.694814131291082,vegetative,20.27155489650216
+34.96639450891591,69.25009871951593,0.4125326402752871,2.170905304775699,moderate,sandy,31.16770154937567,41.3763720475046,good,wheat,13.949008647908338,seedling,18.549049864671197
+38.31882347650783,48.46497099646922,0.2223356466874726,2.2888808958575426,moderate,loamy,42.612481012271935,23.26312994589367,good,maize,13.525200221806603,reproductive,15.511228339315576
+15.503446223732244,37.585573629301685,15.40558504353427,9.933791217409857,high,loamy,42.20311868921642,44.15246195019775,moderate,rice,16.558866138155764,vegetative,17.69585538417163
+18.84459263783041,75.64845248586462,12.927861030161562,9.836158085926812,moderate,sandy,40.83113902344956,33.489440755342414,moderate,maize,10.976167007640129,vegetative,17.555895199671536
+37.15428235139983,81.04682295784093,5.859594410088653,4.676071406114095,high,clay,30.8956154959324,36.362333122652366,good,wheat,5.749980630784062,vegetative,8.208197225290306
+26.462964054675385,45.420373933345935,9.887934055485248,4.327854530126631,low,sandy,49.73585908721368,26.630518163742103,moderate,wheat,18.59951559159697,seedling,24.21939611260829
+29.11476597333659,54.425517369481184,0.8387133119773749,3.167669964142754,moderate,loamy,6.7600406218368985,59.21361607440576,poor,maize,17.709536951577224,maturity,19.672492242135423
+31.575680093078685,59.91415301781332,3.848912107224816,4.633122393318067,high,loamy,13.804389495719937,46.86936134914134,good,maize,7.226735146057538,reproductive,5.453324048257218
+31.976665112390936,61.99961056517618,8.48992749054335,4.961199444378162,low,loamy,41.39947818569168,22.42149497586919,moderate,rice,8.590822213507616,vegetative,13.468873486774772
+38.293510082912704,69.56941026525911,16.680888324429645,7.986262534072269,low,clay,42.18316335146858,21.8281639795106,poor,maize,16.94239500179191,seedling,20.526039438949507
+39.92373543529175,32.49619400131928,9.593343657201697,8.930348423357877,moderate,sandy,41.843876955847904,48.708674674519614,good,rice,19.528059074430026,vegetative,25.0
+33.00393652327351,73.28862496404102,11.727250090519574,7.973880957931104,high,loamy,44.272127122673766,29.400546026471112,moderate,rice,16.182461681513566,vegetative,18.448033462295257
+22.18053023012877,33.718260418764615,17.475075839875608,7.17180080876458,moderate,sandy,24.01735712342769,14.575597761869322,moderate,wheat,3.890052134393098,vegetative,9.05524949693335
+36.99381005735859,58.09731406037207,6.176378271776906,8.127200624710383,moderate,clay,46.93250848714401,11.779995649228647,moderate,maize,9.94116264042433,maturity,13.68495957144802
+16.23052286351904,79.66026813415165,14.013986422041118,7.907979833214442,moderate,loamy,14.412671524601825,30.69780083229704,poor,rice,16.193329520799328,reproductive,16.505214651311856
+20.777021321862406,57.072918796703775,17.233345173565066,5.805997549843158,low,loamy,47.16268200702985,30.73540224822396,moderate,rice,10.92181650303908,reproductive,12.581237205074098
+37.43464293659287,38.94538492609487,4.052314013923535,4.686811219690863,moderate,loamy,30.050533383130173,45.342835106131005,moderate,maize,14.490225944878796,seedling,17.91414982282348
+21.404787860983877,89.10203070035757,7.129563302956649,4.262245735020796,low,sandy,12.374783247013156,38.73858276073117,moderate,maize,3.617952441067781,vegetative,8.522059818984562
+20.51627649054371,83.35712772445581,19.596203477787103,7.434843676102253,moderate,sandy,38.12346981333652,48.50600672336881,good,wheat,6.59785803887765,vegetative,11.290284261168845
+18.453132328506182,76.27881799350084,19.66437129592422,9.6744329955618,high,loamy,18.31456693861408,25.88761197239991,good,maize,15.90388827523891,reproductive,13.825578139983396
+36.47779394117291,54.690696173952624,4.4645986058787575,6.648437751485041,moderate,sandy,14.92059124109754,41.212573624515926,moderate,maize,6.273546680824531,seedling,13.183680754988789
+27.50145647977717,41.03074361335787,1.3289167778525623,9.30021201977813,high,clay,12.743387136198296,54.28513938016478,moderate,rice,19.51050233054387,maturity,17.967188873515294
+31.87233007635387,86.48467088511006,5.418432226201057,2.11383496778358,low,clay,6.323239131625895,13.464352687924176,good,rice,9.23397707019511,vegetative,10.512927080917908
+20.976659601875745,61.94106759102834,7.954639146073745,8.355765173888045,moderate,clay,39.40943060585099,45.422566645629885,moderate,maize,6.302184057664606,vegetative,9.212458783306316
+33.95101052528041,81.14132762324911,8.820112018623274,8.828821263680638,high,clay,26.892692278981,45.79415056177692,moderate,wheat,6.303680390707759,reproductive,6.573051510861052
+34.00013862405246,50.52570034556555,12.376126146608472,7.047950703549566,low,clay,49.04294661350635,49.70151450969443,moderate,maize,5.97623730955394,seedling,7.1977697256196205
+22.814950622707503,50.11729902476824,17.990055202630927,9.472487994893836,low,clay,24.767220689973403,23.45236598915135,moderate,maize,8.906457033763107,vegetative,12.035500478593743
+25.26706582525707,89.13242884044234,6.606960238143249,6.719303943050397,moderate,sandy,42.95077468414685,30.826044367016166,good,wheat,12.88735424867808,reproductive,14.728369003852238
+20.242256935755023,61.30998290969099,16.99969070998417,3.9242952202139945,moderate,sandy,48.56425848657356,21.985417267288742,poor,maize,18.013291613376804,maturity,21.275740763507542
+39.41402558307261,38.44172543164478,1.869578418532538,3.725737835585554,high,loamy,6.010793133097586,25.429094506134856,moderate,maize,18.869777407303065,vegetative,22.47133768124092
+31.14006442646029,43.18048067968245,0.8374939794642944,6.446690133541722,moderate,clay,9.73935007924296,58.425424624193646,good,rice,13.197844522158608,reproductive,13.811267543282916
+38.36359701788789,58.916656763563246,10.080903662469224,9.251871443969687,high,clay,20.65386964018205,32.282700381751724,good,maize,13.757783389334712,vegetative,14.304644343908109
+22.58463859072833,32.54825462930468,1.1932444666120978,2.578943566040616,high,clay,44.15522844975333,52.4276223670256,good,wheat,11.856032481445132,vegetative,13.05343645072855
+34.547272824922246,57.75203912269803,7.849796024684603,6.835124097687288,low,sandy,42.70777010436484,49.74399269917448,moderate,rice,8.723723764577773,vegetative,15.834376833171673
+34.14646609711855,55.13645052480766,17.935562337384688,8.158427783856197,moderate,sandy,21.50307608383468,32.22630150886381,moderate,wheat,12.077201903930522,reproductive,19.29216557715081
+32.291391296663534,76.76017591916923,4.829660724149467,2.923216556988553,low,clay,13.995681383349911,59.60895654161971,moderate,wheat,5.813399028002154,reproductive,6.439426222902373
+39.140974381670006,51.2965178693545,14.119515502498064,2.9341575256961034,low,clay,41.10443968171575,52.03902594739265,moderate,wheat,8.487478693617502,seedling,12.53097477928004
+24.83888340265789,88.95292569237597,6.047307847801338,4.9290239733567045,high,clay,31.86115650779815,34.134752994679616,moderate,wheat,6.39233285902779,seedling,5.949539314257334
+18.26793308974393,40.846195158054186,0.8984011048427121,4.191049388397735,low,sandy,6.422021030296797,25.48528405569463,poor,wheat,17.27700771959464,reproductive,21.38875699886385
+31.79272148110152,65.4592010980881,11.133811628206187,3.586513271149518,moderate,sandy,41.189716972419376,13.764727566522216,good,wheat,5.77131801125939,seedling,9.56015996438092
+33.23274501193016,35.38195782049528,16.697069810735034,3.589553388890762,moderate,clay,48.06323898616819,33.239995252709164,moderate,wheat,15.697955811996705,reproductive,18.620351748709844
+29.376514336470365,74.03183903963892,8.189368966852388,3.045352259398687,low,clay,6.893914624220642,28.00049517144156,good,maize,4.128551860867981,reproductive,4.97374052518089
+20.17044732833491,89.68522128371829,12.34587652916174,6.886832104655619,moderate,loamy,17.864312126675856,45.56884416207652,moderate,maize,14.215196838018484,maturity,16.60994737309997
+27.611398541733884,79.14831826509794,18.000471953154516,7.505004828672696,moderate,sandy,41.87592391315717,10.983918213673368,moderate,wheat,16.015197121484,reproductive,20.833535088435863
+22.804743414228238,63.34221244321808,15.793890254739756,7.623489815032356,moderate,loamy,31.30923572088587,51.57238338120957,moderate,rice,4.710056452764799,vegetative,9.574495071299362
+25.686663204167225,59.08448144398152,3.877527987856386,6.258831809108849,high,loamy,49.52103010972134,30.831406889570985,moderate,rice,16.124396355473408,vegetative,17.78818777922134
+31.1304643961166,80.10179767601082,14.667679187300116,9.623250157324534,moderate,clay,46.19763518006232,33.48662910166534,moderate,rice,12.960763272729825,seedling,15.352357890344429
+33.630368567270864,86.15844508264345,10.03786050320304,9.044262220720526,low,loamy,13.02221958466236,19.139508895428968,good,wheat,14.66467852135738,reproductive,15.431326370490147
+20.805617272533578,89.35239154788559,14.919336157721697,9.66104914133024,low,loamy,35.3312719087736,56.874105088735305,moderate,maize,15.295537740022024,vegetative,16.732516105619986
+25.133134016173837,53.79235365386904,9.890311010444364,5.110363825017424,moderate,sandy,34.3979141033879,29.919359929317864,moderate,maize,5.774652486546787,seedling,9.945894233961669
+21.72903927479073,89.45504848767074,2.559163282166057,9.022265279640198,moderate,clay,9.988577579983447,52.136239883482816,good,wheat,16.56454967161828,vegetative,19.9102682490644
+19.96579034654673,39.35557513042989,11.398188933784784,8.10299759525507,high,sandy,9.028352149025212,21.872672866412763,moderate,maize,16.291536791524955,reproductive,18.03062684290219
+34.58468049989596,45.21298655591456,9.842679847946798,4.7197832242721045,moderate,clay,30.624985266830475,14.832849824542237,good,maize,13.996297376079362,vegetative,18.296805525937778
+37.731317360924805,35.34096748403377,10.358434672828835,2.8527460680337544,low,sandy,23.133790858270704,41.788048493964205,moderate,wheat,11.58048582124108,reproductive,15.830058020905122
+24.25580464211442,46.304310989068895,17.578049072917405,7.460969999174462,low,loamy,29.54506618441704,59.220824494971474,moderate,maize,17.448418099550935,vegetative,21.00615415621685
+33.78197310934417,76.07625309708067,17.896740934125027,3.091618592975043,moderate,clay,15.747280470918932,42.34707847781851,moderate,rice,17.97179217901248,seedling,21.016473778468143
+37.42488223411028,81.17546149070698,9.070742135314369,4.350206456008896,moderate,loamy,30.04983658281693,40.43565616691271,moderate,wheat,8.691563203612716,maturity,11.563713308610348
+36.15310526325579,76.7335587061543,9.114640825601768,6.002916611550298,low,sandy,22.252788581190146,32.11153590123328,poor,rice,12.0592207938392,seedling,18.277102394543466
+19.570334713480648,67.86394669006177,10.30373917745232,7.439060281187785,moderate,loamy,44.93918830971755,24.190064743839255,moderate,rice,10.646991907866862,maturity,9.42996212034705
+38.907297037834034,60.83799075135873,10.391785566685138,9.40982125757844,high,loamy,18.773899819800363,31.5416628795561,moderate,maize,10.227774929161903,reproductive,10.480068365185591
+24.416911010736563,72.5222573528188,19.007742883582253,6.745920358791973,moderate,clay,44.18755493567266,17.44784726067399,moderate,wheat,17.073643557179285,seedling,18.15905321566856
+23.481016529345908,53.450012956033305,12.98800934754987,7.371304797376759,moderate,loamy,22.54965632390854,23.09533826782964,moderate,maize,14.28034777884606,maturity,15.075176225584752
+16.560783181944508,80.4785010899821,5.549139897758879,4.480110801207824,moderate,clay,31.01746498798797,34.36927101395746,moderate,maize,11.056281704985546,reproductive,11.77937891277634
+27.15434135262208,70.63140563860713,10.630735939079798,7.498340931428311,low,sandy,17.88696680943858,17.23977798429363,good,maize,16.404372317573376,reproductive,18.09587982934596
+17.725340391023217,71.86828190966452,12.544471658159658,5.502320965840596,low,loamy,41.4090027616861,49.57659097168132,moderate,rice,19.03283445219201,reproductive,19.74256929027297
+21.21349552318565,62.15615958774428,12.79543442027929,8.85544946307019,low,clay,42.96409493043984,10.578066005104338,poor,maize,9.930531171231266,maturity,13.367394429442813
+22.923565544182036,83.11373905267035,11.705084524763654,5.139604111211795,low,sandy,41.40726697478416,26.079671234365417,good,wheat,5.301842263078898,reproductive,7.893008020103452
+35.2206580872921,45.12088402074315,3.554723092430747,5.746176173252455,high,clay,33.7926412619334,35.83257302119653,moderate,wheat,18.636511567573635,vegetative,20.063250062605817
+36.88721625989741,52.86885920166304,0.6718637815901496,5.460702055282063,low,loamy,18.715284378876863,56.44739019038616,good,rice,19.275084789796008,seedling,21.938702193594374
+22.56165793653674,76.65855418066135,6.756861047337088,8.48898267445908,moderate,clay,33.64197348956167,38.67261046862055,moderate,maize,9.954849005643087,vegetative,12.846557674448857
+36.467453031114346,59.564933767760266,8.550443091205072,9.629593576095242,moderate,loamy,48.17802548376097,24.74519880074447,good,rice,14.022852928333588,reproductive,14.019657630357116
+36.43077343424478,83.35284080545145,1.236084791521732,4.618210407866192,moderate,loamy,34.17734092021819,27.60953436730597,moderate,rice,4.53801109675873,vegetative,9.143434401164278
+34.11627375962183,50.78395918577114,16.299346760396922,5.800223206096614,moderate,sandy,48.03768533851902,26.957947509642626,moderate,maize,3.789701266243472,vegetative,11.13974009198355
+18.667377850379538,52.15981012917868,6.881548750205475,7.647410133545885,moderate,clay,18.706120373394647,19.018468978810784,moderate,rice,4.605440066103337,seedling,6.065033074547614
+32.25807117251823,83.32414736319751,18.27265492357009,9.163052976277848,moderate,loamy,43.07004818005579,17.24243384405703,good,wheat,16.165877961765332,maturity,17.081281082256947
+38.625601614514224,57.86221921092246,3.0882021568453037,5.9496055747681655,high,loamy,37.33108176360356,34.03177135523162,moderate,rice,10.80372125091668,seedling,12.59797711194107
+32.063511969178926,60.9674750521492,1.1386991387462686,2.871148065813818,low,sandy,41.86418389849278,23.513052056836216,good,maize,14.141620182498938,seedling,18.389288422112635
+23.290421227695848,49.965822920140766,9.646322087726436,4.9493710680105725,low,clay,36.9843335024957,14.592143410249427,poor,maize,12.428226190470845,vegetative,18.51919282173247
+27.514482935770783,46.60019653074492,3.782586736514133,6.402895083520904,moderate,loamy,26.61632893267896,20.823932841092837,moderate,maize,6.295448556039702,reproductive,7.891556369818303
+31.14312608377634,69.35692265030352,18.747985511557225,5.340196847728261,moderate,loamy,35.89587410129773,36.03630367983144,moderate,rice,16.843721480089624,vegetative,19.8925079502182
+27.76426021821259,37.19043969247223,0.2060679690747791,3.4924458143045607,moderate,loamy,46.944046071942886,22.84466141754467,moderate,rice,6.6413185972249,vegetative,10.102107432211874
+17.998823543274245,82.75635847097456,8.252393501180698,2.29591596274574,high,sandy,23.789353272369095,21.887109121040474,poor,wheat,6.099157015884461,maturity,9.19395376574424
+22.80160111630052,76.75218820590646,18.53495542690337,7.499269328639159,moderate,loamy,47.82853815228324,41.03282478796447,poor,maize,13.502720611166051,vegetative,15.322489493850464
+35.059900763840815,41.444895822348165,7.688364134595367,9.94189752621714,high,sandy,7.222999396665038,44.47081826486998,poor,wheat,17.77748285417084,vegetative,24.8128976019437
+36.535451152387935,71.64119674947392,1.862185612009215,9.353653071172936,moderate,loamy,5.637770687209602,22.062294436133826,moderate,rice,17.724604119931058,maturity,22.79247143362053
+18.432500817889256,66.15797527713809,6.057898857235742,7.466167286886508,low,loamy,27.22112837266364,33.607064357929005,poor,rice,10.45355997829796,reproductive,13.002472596458214
+38.80966880996812,41.07210304419865,9.960207876688669,8.732238468131435,moderate,clay,43.18308284710142,48.22833765103715,moderate,rice,14.652844304394527,vegetative,19.673810600582502
+23.220565446215232,46.392210363013945,3.703033746866662,4.045820947737545,high,sandy,16.152591169866632,44.49521293020141,poor,wheat,17.030677104012106,vegetative,22.54412259385287
+31.557843468268,54.53919022403007,9.331234102865238,6.979475488627571,moderate,loamy,36.20407351315237,13.464536246684563,moderate,rice,6.676283391672549,seedling,10.16432322985043
+33.79562864891703,71.95456411472844,16.72686391571675,2.4848337231917235,high,loamy,29.61072368929886,28.003540196671235,good,wheat,9.71412027777358,reproductive,8.434710406918944
+35.29865586594708,68.32340452902037,17.45235940393226,7.657471418499662,high,clay,18.08577990418377,46.16378459402412,moderate,maize,13.767623657012356,reproductive,13.51807163054984
+38.64374255564825,61.93409086060188,0.9852146942146424,9.75897871219415,moderate,loamy,17.860702717497958,18.971874521140617,moderate,rice,17.27072979435809,seedling,20.444499700927118
+22.822988700720565,76.10463258684206,3.21806716105147,8.886378457742872,low,sandy,8.297429034977236,19.796359128093343,moderate,maize,8.712035906345275,reproductive,14.112464500907734
+36.46266136378886,75.47626437636995,5.505802715336083,6.275526998173099,moderate,loamy,29.129631038334946,41.5085853891212,good,wheat,13.561738731932156,reproductive,16.279213605379354
+18.292172585905178,67.07154924373535,11.897317017752036,8.309921754502213,high,loamy,25.256341099941995,24.187547679003508,good,wheat,3.995490573274943,seedling,1.7456424004305102
+32.626022658839815,77.21940500308952,7.219895175849342,9.551190479585316,low,clay,18.024035823410387,26.18752136091248,moderate,maize,18.85266343869545,vegetative,23.12796062312128
+33.549443237849644,50.05580248675256,16.88081826892151,3.728140623513723,moderate,loamy,48.66945612665121,36.14078096197274,poor,wheat,18.231944628834995,vegetative,22.963003731664543
+31.94308103003301,82.87497169935634,14.333437365658751,8.346068103819025,moderate,loamy,41.831363707160406,47.52903085004406,poor,rice,18.676495732264808,reproductive,22.957078360750263
+21.307868403378823,66.89460514811644,2.009120462270164,4.158775663750827,low,clay,28.62278790361103,34.914443178648526,moderate,maize,19.46078313365477,seedling,21.109157607500705
+36.82607867538009,79.34181082874584,12.491150050241824,9.015579375517332,moderate,sandy,28.476691170055183,54.67134404186742,moderate,rice,17.37677860845583,seedling,23.980219029269644
+19.221461584259877,62.77674628741704,2.2602525069395685,2.786836045521164,moderate,sandy,13.71252581986391,15.332040936309134,moderate,maize,6.586153003961838,vegetative,14.035445478640693
+16.340869788020772,43.10629469932082,5.100713392729201,3.425747350958732,high,loamy,34.210725671175155,47.707461405504056,moderate,rice,12.881080712998855,reproductive,11.82509141542327
+32.93662476529781,62.54460772069852,3.557412670684561,7.764931707774414,moderate,clay,47.91359719563502,37.181909673212886,poor,rice,6.0560868149742,maturity,8.08106801312681
+26.886892880818344,52.266699826595286,3.461238984014099,3.398220030905992,high,sandy,45.42302798423468,50.834325679427785,moderate,maize,3.348127640515042,vegetative,8.702797848182366
+36.2274504989669,71.84994216222567,12.327910495537184,3.264434415224355,low,loamy,8.814696226479525,25.82016304880911,moderate,maize,5.4369459786602965,seedling,7.567505784714164
+24.584928526456476,58.54762750408415,11.272098451083233,6.443735019190976,low,sandy,7.3893735790614095,34.10507234774133,good,rice,17.310403832264008,maturity,20.174477614658503
+19.20696471269282,80.16676829566126,3.520563055754537,8.679897901672566,high,clay,48.25602707126713,51.17988598919554,poor,maize,15.642853599641038,seedling,12.694900302970312
+35.911054811746745,70.684350739315,19.80345610836864,4.147739402197033,moderate,sandy,13.99576304046232,51.58906916792864,poor,rice,15.917802900047354,vegetative,24.82297443802008
+28.72274079100179,71.07266598187944,8.436734647365876,8.72910546164388,low,loamy,29.76863393170729,28.799523505894367,moderate,rice,9.90024660249055,reproductive,11.174969398819638
+19.72989480975887,43.0293200094639,1.9413865630987328,8.463627172367797,low,clay,8.361941267431984,51.109799761338245,poor,rice,3.455795481323908,seedling,6.220639035585389
+33.00959996466115,89.05498598947742,2.4113803391023025,6.632843207674684,moderate,loamy,42.94839008445289,44.11992149375938,good,rice,8.40217768915123,vegetative,10.355958133597856
+27.777840962237512,80.50051255628932,11.677874274531897,7.172502029498161,low,clay,10.303903021396923,30.471476171117803,good,wheat,10.737842324514077,vegetative,11.847240753192583
+30.107824556008,77.34029307364167,19.581388067669455,2.3235294928952657,moderate,sandy,33.96907166446896,58.4852745450266,moderate,rice,9.087452847042728,maturity,12.591006809758504
+26.522458455164543,49.81291350960164,11.439022032383956,4.937084466429706,moderate,clay,7.548259108070705,11.544716054825306,good,wheat,11.522588229148218,vegetative,11.950673629363456
+35.717724595450164,62.13789917083391,18.980829532332745,4.10715944894682,moderate,clay,12.050234439973591,29.133144438728024,good,wheat,13.408917647591986,reproductive,16.41412589756048
+35.73906789207625,38.22619128445972,8.882657015160536,3.2000308858197792,high,loamy,28.046348493949637,25.347632265271216,poor,wheat,5.007313108456472,seedling,6.971504310494268
+32.734720545609655,62.30855859976236,8.716822073040241,5.117274633255852,low,loamy,7.055836629757856,56.78802240346336,good,rice,18.433810027986382,vegetative,21.75253647204792
+17.635034434911557,38.75335478899724,10.000147186317644,4.839233570779463,moderate,loamy,13.802574817485436,14.972661805213423,good,rice,12.520433443579542,reproductive,13.781691498495576
+35.971346547601726,63.18227063937607,13.948509163111105,7.831133425037816,low,clay,11.127753644412492,41.40122249910386,moderate,maize,17.554231060237036,seedling,19.608158189590814
+31.775324513322744,68.92331280929434,7.352319329026653,6.7847707238140265,high,clay,6.82587638548252,45.83140126764015,good,rice,11.065173755670884,reproductive,9.046316019131552
+32.42560415010749,53.411758034994136,17.27772065357914,9.304800550416154,high,clay,48.69485465973857,19.208791201410637,good,rice,15.432806733001852,reproductive,14.794541662133074
+24.07457101009679,59.9126926998776,0.5856276953629247,3.163260664446711,moderate,loamy,25.25748275807152,17.497375705670034,good,wheat,18.217084171838074,reproductive,17.969731113247647
+36.98198890392517,82.53920326047515,8.795283900568847,2.477988842588208,moderate,loamy,43.65211210634651,12.391566660157409,poor,wheat,13.218440293973446,vegetative,19.33028712400629
+33.134290005871435,36.51378868216856,10.219836999598355,6.2768622999290296,low,loamy,21.120024166419142,17.943760023889386,poor,rice,9.948674283131028,reproductive,15.97708080133383
+17.814761663229863,77.50397357997917,12.140644765261923,2.008217108886281,high,loamy,6.916638626813963,50.41075181310229,good,maize,12.78882744518558,vegetative,13.395327654515905
+25.194450860154067,40.24527305977178,5.521438247317265,8.301751545079725,moderate,sandy,36.3044197008748,57.19780832270862,moderate,maize,5.837295719075633,seedling,11.276703127353436
+37.159509049003546,32.2024789682777,8.549599419716706,6.047783109480076,high,loamy,6.743938605257165,55.07111205503302,moderate,maize,14.941545859767777,vegetative,18.39156421463509
+16.179917542434474,41.13447616470287,9.690755004281131,5.904524608463149,low,loamy,29.87519998104398,28.26523978837537,good,wheat,3.636062889893775,vegetative,7.004373903956057
+39.03541549105124,75.90259139822939,13.738199573664264,4.899967829793395,moderate,clay,11.26004077496928,46.293775475904894,poor,rice,10.69195833290442,vegetative,15.914597842151368
+31.97906420798907,54.3075644002116,15.47088369471628,4.9997906891901005,moderate,loamy,35.18676379639098,51.35218354170917,moderate,wheat,12.281271284287405,seedling,15.509534456839903
+30.784399441084418,82.35123101077092,14.756546546875745,5.449069426005247,high,loamy,45.17167561312248,50.62427442663157,moderate,rice,9.844688923124876,seedling,9.10151284341847
+21.763981412199783,61.482452470935954,6.831661045791706,2.128258755408241,moderate,clay,48.0093712557553,13.134247298256463,poor,maize,11.208522484140538,maturity,12.264020839829726
+21.219794718479427,31.335021115579856,19.98901045983927,2.668366297729637,moderate,sandy,28.74993581077193,20.74151867487313,moderate,rice,5.987195325294867,maturity,11.295222364325728
+38.55145548721489,73.0028165761156,16.97330623574359,6.040384160089896,high,clay,28.97166746714236,56.94724653501379,good,maize,4.328820401508112,vegetative,7.141991226869775
+22.45681135585307,36.61397452327396,5.200467462899379,3.2009781217584328,low,loamy,6.722557107172334,46.9953083068844,poor,maize,10.533576330151703,seedling,12.224659901731552
+34.387632417974984,77.36277800771546,3.902116113456551,8.230100866775985,moderate,loamy,39.64442642955062,51.71762023945729,good,maize,18.873945242699563,vegetative,22.522119780768328
+24.828044955176978,40.0861529883108,6.280425011667809,4.195881392036206,moderate,sandy,48.02937869879283,35.70616232017885,good,rice,6.05648460695939,reproductive,8.616806303824662
+18.4813517696176,50.72678314833081,9.046897059992896,2.7831970987945924,low,loamy,24.72053557192589,29.652802423531394,good,wheat,7.813709987926565,vegetative,10.078337421302912
+15.267882442383971,75.67628577752163,17.015987566392276,3.8816794072275984,moderate,sandy,40.71614436099376,42.56118264903823,moderate,rice,17.943708561168144,maturity,22.81508972324168
+28.60643342538127,87.2538814485853,15.567245275890688,4.856785841246305,moderate,clay,40.88554206138255,33.64283618978098,good,maize,7.54740505180405,vegetative,10.084780029178022
+39.39447046372332,52.28603703880394,17.02492247011752,2.282532868759069,moderate,clay,40.35653855505547,28.68810563183941,good,rice,9.557060330538564,vegetative,13.3237504773007
+24.228404845230116,79.76401321193615,5.439142298206569,3.133404195090632,moderate,clay,39.14064348794557,27.393778164352568,good,wheat,4.730284521068008,maturity,4.397384621994901
+23.92980834982612,41.44753592855032,11.869224449036723,4.590774035820157,moderate,sandy,14.679353150311805,17.895349714156808,moderate,wheat,3.7928418715398378,seedling,8.317448812200158
+23.60229044623605,78.43078621214946,5.664981245547489,4.4838437904781125,high,loamy,38.81411915733977,36.470659465389225,moderate,rice,14.227067992282851,seedling,15.159081346418269
+28.013595932621463,69.44964355537506,2.180463214389863,8.403093572478713,moderate,loamy,11.497792151419642,35.992328536231454,moderate,wheat,5.5302388556536,vegetative,9.097094112881162
+26.016622085607334,41.56461043274211,13.683954869493611,8.746043802501225,high,clay,37.06263663910525,39.53847748714852,poor,rice,12.49579881084392,reproductive,12.65092120314515
+36.997865668175365,48.1502376210847,2.8599510239087755,3.5473487931484,high,sandy,5.1592454519735735,15.811182762646,moderate,wheat,10.313871196910045,reproductive,13.6027496494228
+27.63801979308726,37.90625331582216,13.35395523412943,2.991519071302779,high,sandy,46.347126717556094,55.74614987377812,moderate,rice,4.603911578319155,vegetative,9.943550316351557
+27.69394595471422,52.9780206638588,12.959286098108183,7.0732998745713465,high,sandy,42.23249653071164,47.102806157852896,moderate,rice,10.29151213422456,vegetative,16.529190853893397
+18.459289868013915,42.21891846739665,16.20496888848034,8.43698844556345,moderate,sandy,35.73335573280611,16.548205005632518,good,wheat,7.2193613074443475,reproductive,9.021948448193326
+39.56848852275965,68.63987721782841,2.791092091271288,9.709784777793052,moderate,loamy,9.25105005813896,13.967197189392913,poor,wheat,17.593932063840263,seedling,19.910624882436885
+21.249322271720743,89.67030625323352,15.669602970176218,2.0543702779721142,moderate,clay,42.12448482016924,42.14603362563416,good,rice,7.469184448742422,vegetative,10.701073998586422
+16.834101686490065,30.720549785055848,19.98553051892474,5.309424907414436,high,sandy,44.38282164773291,27.075135975530863,poor,wheat,14.87640976860902,reproductive,16.720853915422367
+31.57865622438022,62.45518879723792,17.020848971718042,7.871902672755085,moderate,sandy,35.9594511585568,25.95242768237278,moderate,wheat,14.639067482715085,vegetative,23.02093587253281
+29.884159253921812,64.41999585294059,15.036241526553324,8.628474390994835,moderate,loamy,48.91489853480478,51.9995530565143,moderate,rice,6.283889772454371,seedling,8.15271155388174
+25.378641349818643,84.85252738084871,13.243307093894153,2.4982875894647822,low,clay,9.179571580577992,27.25715997423441,poor,wheat,12.446759530069537,reproductive,13.37603532741507
+25.55480584701695,60.36032008601625,8.435629693708588,7.444916155713019,high,clay,36.8892311867094,41.60910110134267,good,rice,17.303616771815506,reproductive,18.00477422427674
+34.62659802616078,62.622085178695045,14.610003357832044,4.31150973919176,moderate,clay,28.615821559291472,36.85372557607495,moderate,maize,4.706590112078575,reproductive,7.34654946632363
+19.892816002491227,58.29916807970332,14.483560702809063,2.596775674665003,low,sandy,11.552275796484569,23.14836912950555,moderate,rice,13.379235970233726,reproductive,18.45214388251438
+35.50633297362224,46.134258273688886,12.629965653745764,5.912820654037338,moderate,loamy,34.6286350974572,26.58200356165922,good,maize,5.882640589444868,reproductive,7.352219653768021
+31.218677847375453,33.361747994934824,15.92556756595657,3.265226745633168,moderate,sandy,40.97877013070424,57.15964449523543,poor,wheat,7.093439724828295,reproductive,12.696266484769902
+25.47424434448811,54.51946093259016,8.975277768536694,7.896060144493478,low,loamy,12.413670851353402,26.568643659996575,moderate,wheat,14.021166982361372,vegetative,19.282248946670173
+26.450715414596715,33.155488274440714,2.4250542426478128,7.930094397595628,low,sandy,40.70708197448794,49.20017154894705,moderate,maize,13.848336953115664,reproductive,18.78747236966952
+21.416180179652397,63.02954816795507,11.181354552184748,8.736542119900076,low,clay,9.183678020136746,53.06377450504215,moderate,maize,14.29842869141356,vegetative,16.848671722147774
+33.802858317424366,48.43761859453759,5.3008705742268525,5.020549481182018,low,loamy,31.61300499682942,13.551899788831992,moderate,rice,12.224235315483025,vegetative,16.838540802230636
+27.821868557631696,62.01614409152567,7.688661948583004,2.106478377845149,moderate,loamy,40.93115492470471,43.15527501068436,good,maize,16.326339202248107,vegetative,19.04640242494377
+23.02136356874609,38.0578178637112,0.3482980788245204,4.077887506995838,high,clay,11.56805753643462,47.46302803472618,moderate,rice,14.022927528338812,reproductive,13.472673617080934
+29.90125289402376,85.95779794436157,7.655811758357666,5.742493596202215,moderate,clay,30.7183592621542,31.701084209347204,moderate,rice,6.626885670935379,vegetative,10.10607164433133
+39.89336130128308,83.67127461299609,16.176022122709092,7.552090235328404,moderate,sandy,24.11951962696588,38.46625381812714,good,wheat,4.723325848109928,vegetative,10.116890780475195
+25.881556991413845,41.39979055213707,10.854447338765096,5.056324685493931,high,loamy,32.327392423082635,18.09029277177012,poor,maize,3.17356087346264,reproductive,2.8155884514806147
+38.01728501946549,50.60665699764059,0.1960105386794208,6.288387168537104,moderate,loamy,24.089976518448413,25.92486303703484,moderate,wheat,3.119017838407694,maturity,4.961765837717625
+23.62542099811415,66.80956631111877,9.396876404796943,6.194108699645735,moderate,clay,16.29103410149471,45.38334819692206,moderate,maize,4.807732578507455,reproductive,5.53207401580079
+16.368317673124647,35.741172438354376,5.829032952908149,3.319858794866533,moderate,clay,16.421490456186866,40.12856166338389,moderate,maize,10.381865184981834,vegetative,14.445512605538951
+20.10605265921072,51.27406926696905,9.551013107943422,6.984396000640102,moderate,sandy,43.91150841638253,16.819287181288747,moderate,maize,3.09964341773786,seedling,8.65827350001918
+25.467378583192104,45.06673720914037,8.093854428957542,5.514013825643183,low,loamy,12.040444307890509,59.40243490474487,good,wheat,9.505264019172706,reproductive,10.14267617952603
+20.490873214864227,84.9310037230018,18.63958439114763,8.463349613219943,high,clay,10.54014130459976,56.88945616996721,moderate,rice,16.213817122237927,reproductive,13.906736891509125
+15.005675955456388,81.1506381773523,0.8235459792603161,7.524889665031199,low,clay,9.368561466745795,21.205864212732976,good,rice,5.184555147614269,vegetative,5.892670830173803
+37.87503844368818,64.78996447601182,13.671760225638645,2.891753489580437,moderate,loamy,8.336964485627925,53.75602816445947,moderate,wheat,16.394652666576768,reproductive,20.678423188561023
+36.096985280773225,61.22078021229445,17.02053192603483,5.910067280292548,low,sandy,5.652148510031812,23.35846513685067,good,rice,6.2302835069749145,seedling,11.181054553585865
+33.557305787173675,85.84354767272383,19.18477169300951,7.619954867953499,moderate,sandy,12.218262618415494,38.18695651876058,moderate,rice,6.8776151331080015,maturity,11.194267339949652
+19.19536489115072,85.94566697872892,3.552724530885918,2.696093806458741,moderate,clay,13.672734570650777,49.10255017051775,good,rice,7.148381106417556,vegetative,9.516718362322868
+18.00908940524965,88.15980752109962,10.626096039323878,8.339976260453053,moderate,sandy,17.13758271175731,27.204010050966644,good,maize,8.504268130321464,vegetative,12.545940753036726
+16.69011873680958,37.52273304649126,0.8717915463442383,3.7760361171551953,low,clay,10.58177660619106,37.75736967291107,moderate,rice,11.518670614116315,vegetative,14.187091446101087
+33.10072971932303,39.63346864579022,9.98367048910177,6.024678363789517,low,loamy,9.237013426413046,32.51768040687912,moderate,rice,14.570786193557849,vegetative,19.81122724805938
+38.22019901719713,70.6042019207932,2.5091617908196384,9.524490299781087,moderate,sandy,29.366452656507008,48.00993082807193,moderate,maize,16.19285114400499,reproductive,22.2166090633014
+25.763395522825924,62.48606859659069,16.757933493974267,6.570673878578272,low,sandy,37.34088992217076,33.933785268948,moderate,maize,3.3672603030366925,seedling,10.070458925010438
+17.978516799901204,31.10795429359416,2.277400052107297,5.392435613631579,moderate,sandy,33.35842298149572,38.34555989242904,moderate,maize,5.473448039385202,maturity,10.662704933803976
+27.809820518302665,33.71850215937116,10.265767207729905,2.0543594191931414,moderate,sandy,30.051786603253888,52.27788489681434,good,rice,15.721396392667229,vegetative,21.59154556082798
+23.72079768646575,83.28482293552831,10.421921379855076,3.0673089821926247,low,sandy,24.825369746524853,44.93227688180454,moderate,rice,16.131391207046654,reproductive,21.30097415652215
+24.370623108749943,82.13224773236317,19.43300995863211,6.629311080783901,low,sandy,33.52911116476068,36.37516376976506,moderate,wheat,19.05403021137872,seedling,22.768653403073944
+30.53326560389268,51.43625531976271,13.099613880777763,5.950600325229906,high,clay,45.584004682759854,33.06457979622009,good,rice,7.949314492531699,vegetative,10.544803791018346
+32.96795283155506,83.46303701583207,5.756805861536039,4.910633405174651,moderate,loamy,33.23382896663095,16.338282600088412,moderate,wheat,6.831648782447917,reproductive,9.681575190815776
+17.76508997182902,65.62050446387411,4.8159861987627695,9.38572708315294,low,sandy,7.738748689761893,12.818324151771536,poor,rice,12.753900744091064,vegetative,21.14845990161806
+15.88975577016191,78.35433882113412,2.564964112901298,4.659860299407526,moderate,loamy,30.66884997409505,57.63877132818042,moderate,wheat,4.339334761520414,vegetative,6.416096928054285
+39.85825756714287,55.64586426961286,15.13029448098119,6.297206051552853,high,sandy,28.58965061322308,19.3263281273269,good,maize,15.32908266195125,reproductive,16.20269490074877
+20.8182087228888,36.803899640694524,13.815133123646772,6.549707276193041,moderate,loamy,25.3410461382056,23.84358537386089,moderate,maize,11.129377142931816,seedling,12.611592195842777
+16.345763122711478,56.023623758760976,12.19754254616212,6.219747120511381,moderate,loamy,30.59578895014193,40.54742683733757,moderate,maize,15.07077859323774,vegetative,15.999903138194114
+19.746883227398,57.43798787981388,0.8168088589997669,5.820683132320794,low,loamy,35.267794826244526,51.396285910867256,moderate,maize,5.696687080104018,reproductive,9.401098203348218
+15.973946158711604,63.05665163043618,15.25657732788589,4.696509888095265,low,sandy,6.676704189400325,51.65709837559612,moderate,rice,10.902116099818084,reproductive,14.80600249203706
+24.79527236542929,36.33496277426568,12.837751542969585,9.270109064316957,moderate,clay,26.60904022966256,51.48237088021563,moderate,maize,8.868762355170642,vegetative,11.68033195402442
+35.060044611283104,89.48411178297668,19.27777736220977,5.606426094073158,moderate,loamy,41.77526148964344,58.90440037987916,moderate,maize,11.013207666925869,vegetative,15.028169426940371
+23.531111243943016,44.64820924841438,11.74404259753624,6.227590938768605,moderate,clay,28.88497413872376,12.785152337316196,moderate,rice,12.485342455280833,vegetative,14.76191380805184
+26.104585171959165,41.913144212225575,6.079038133234162,7.251823870641938,moderate,sandy,8.053600528297256,29.992409911799918,moderate,wheat,14.638640478578637,maturity,18.887849821409908
+31.88966933918597,61.60817513135619,7.630411043786404,2.5412483394522773,moderate,loamy,39.878149599324296,55.67938729512247,moderate,wheat,17.735393500012243,maturity,21.96541666844897
+27.72235175174701,62.23249076369332,3.5168141075646497,8.25030513170596,moderate,loamy,47.35992008282212,33.36689088001452,moderate,wheat,6.960864681963411,seedling,9.60990711492572
+36.53614215053311,56.389244269994656,14.458283644027702,6.1000584806882845,moderate,loamy,43.33297810996974,53.5648311711635,moderate,wheat,10.256813304884346,seedling,13.92813977824845
+36.65089187614392,76.31352877951527,14.154433200434507,7.257415486759735,moderate,sandy,21.3155959803838,10.882822533519803,moderate,rice,4.923165806776808,seedling,11.147293011752042
+15.247767387278842,60.99926404371616,4.013000309553525,8.176096523309532,low,clay,29.06707274084525,35.21839093345258,moderate,maize,8.681112658792077,vegetative,11.612218372286671
+34.45115766207998,66.58172730869904,3.169786463645572,8.992795126113716,high,clay,31.609047036367866,56.12261079587929,moderate,wheat,9.458937387866078,reproductive,8.78365686035591
+26.518340006041846,73.42478312446713,1.5400986640438918,5.137763335623448,low,clay,37.21093638479032,23.064144288762265,moderate,wheat,10.50240230567536,vegetative,14.710854187041994
+39.72101353259158,31.501506093832,18.239514873635173,8.491439141458041,moderate,sandy,34.97309562680785,56.48291549207835,good,wheat,18.756519720506176,seedling,25.0
+27.08080189688588,64.23865095270268,4.661396673897023,4.070695164527214,moderate,clay,13.958215995572113,10.423864360457529,moderate,wheat,18.468711127580853,vegetative,23.490577254970248
+39.67239863470744,83.05166827370215,6.883270535036079,7.282685207658931,moderate,loamy,42.93672753938994,13.94637689275918,good,wheat,4.17448630267708,vegetative,8.187698186270142
+33.864234030143415,31.04332457552604,5.610090167549813,2.821658405437115,high,clay,43.21320769525456,33.84123112580413,moderate,rice,10.035531005789924,seedling,10.875711921063823
+21.215122115332655,54.31092622805767,8.27249205221582,2.1602437393926017,low,loamy,23.19582081103084,15.31898042231818,moderate,wheat,8.440935734317506,seedling,9.263071598470807
+28.459874482173944,85.5736470123498,14.280975987649668,2.7661050089011177,moderate,clay,10.891161464418175,21.27986577745941,good,rice,9.138587615250994,vegetative,15.02822078258579
+39.80339098696457,51.18926413695227,17.411912674525688,4.555059892499807,low,clay,32.38550358163958,24.87625106892612,good,maize,15.75989805741973,reproductive,18.5132126387007
+36.43826519379809,57.52372945201445,3.651974990570803,2.248756910597314,low,sandy,21.076696757165475,34.07480046816001,moderate,maize,6.352695959327155,seedling,12.456129037621825
+17.434172344780528,88.89248358265877,13.728246874823302,7.0439301774981,high,loamy,38.36257829215041,29.525681766133363,good,maize,15.849202849247884,seedling,12.982841629544213
+32.6592999202499,41.959431537034426,7.051242844849703,4.532356307058119,low,sandy,19.204569729908695,56.10738193247978,moderate,maize,18.590317396792933,reproductive,23.55889556641779
+23.639489646770325,33.91531134750036,19.61054336594585,7.891008541714384,low,loamy,16.83496741230105,54.30073307434015,good,rice,14.794055889326422,vegetative,18.876699560329957
+15.174556547008702,81.56535545167826,5.978383185681537,2.367321090156845,low,clay,44.04696672092349,47.40354455567059,moderate,rice,9.995462780987593,seedling,10.954306507431737
+25.087024225674988,82.10792047274211,0.1438591201571992,3.733612532379986,moderate,clay,32.71192410009462,42.96541555195038,good,rice,4.064796927981365,maturity,4.8412595961698655
+20.86886054312428,58.32467008080079,10.312799480396905,5.264027402637589,high,loamy,8.869623950701182,20.21705301150017,moderate,rice,4.769540979613467,vegetative,5.060888002224948
+35.47173176301179,60.85243046863717,3.014621685518754,5.06121249835237,low,sandy,36.021328126194334,40.09131291898083,poor,wheat,15.152924839824228,vegetative,23.627324395215307
+23.433265221144136,80.14838217707016,0.889888536367982,3.047989382690724,moderate,clay,38.87300981305874,17.353138377082537,good,maize,4.930206657117335,maturity,4.944613895628042
+35.68809234884543,74.3135698869477,13.96538463895417,9.953094508653257,moderate,clay,15.58416260449881,32.63595588454304,good,maize,10.04250800115886,reproductive,11.746091361728343
+15.014948470869882,45.90894013302064,14.64518565016913,4.275516646670687,moderate,loamy,48.54453564326108,33.076187588659124,good,rice,17.81617415258841,maturity,17.054954235622517
+22.695478750652978,31.013601304291107,9.21398026233005,7.768256677211704,moderate,loamy,21.778621095083817,44.48549782860656,moderate,rice,12.11415443028391,vegetative,15.964999504377582
+21.02913035769405,58.78200975201274,13.537710335131546,3.7602135776937455,moderate,loamy,47.325823238183006,51.75633625703446,good,rice,8.725169648687993,reproductive,9.24465449347004
+20.839184026715277,81.53473956573848,10.764788964942678,9.02280968580867,moderate,sandy,18.212761553887702,26.02511346985616,moderate,rice,6.925743114505748,vegetative,12.254227632083763
+16.704665494136567,83.75008060140973,12.596022154438632,5.102066481197539,high,sandy,32.413819153208294,12.059063807937587,good,wheat,12.180557287524142,maturity,11.526993638981274
+19.678106760262544,87.37357182456924,11.934079463759224,9.207219911912835,low,sandy,28.290643953640817,12.348518582545356,moderate,maize,8.782306592987098,vegetative,13.11442861385698
+28.8887392471405,82.77379425676688,13.316455281111848,4.7346793570717685,low,loamy,49.64713447717212,53.74121441436206,good,maize,19.30176637852875,reproductive,19.99993457270721
+22.284026820943613,64.8026133178859,3.992612973463425,2.069150571975308,high,clay,23.37600242032675,34.316293014098775,good,wheat,3.2298805950623133,vegetative,3.736330111629506
+25.434869558228694,56.67633595416605,5.374132400734004,6.136163448627691,moderate,clay,13.06807985654181,22.40062915445503,moderate,rice,19.06927612886249,seedling,20.06953945985548
+24.421672008679717,76.49099079204595,8.79926299015384,6.198303489208771,high,loamy,42.49439883950731,11.614336369965097,good,rice,6.592336873100093,seedling,3.492879519654868
+36.89762312499737,74.38929806193579,8.922560188383727,2.9586734623090845,moderate,loamy,6.891987283870551,36.43821690228345,poor,wheat,12.761710842197104,vegetative,17.628354578730914
+37.63247497526289,62.28860580488726,15.488234231738083,3.8797085873543393,moderate,sandy,44.82302129789016,16.854738992675536,moderate,wheat,7.48316732133669,reproductive,14.27621188282606
+27.3239242913965,35.239642353508145,7.347873184590641,8.267964727850796,moderate,loamy,9.976527203830315,30.85140336000332,moderate,wheat,16.897582526501527,reproductive,17.597329281641244
+23.25389875789011,85.56488080721513,3.2501031211836477,2.294046597029274,low,sandy,30.740559708651165,35.80388575080352,good,maize,14.884182363930838,seedling,17.38622983258027
+17.67001760005909,57.33615225009973,5.029319409821518,5.916213493493445,moderate,sandy,37.10368929747408,21.460016289827863,moderate,rice,6.983860222764111,reproductive,12.296666535171449
+38.83507198455237,51.80002691497586,4.294670047684567,6.243264987308502,moderate,loamy,20.13455032675189,19.94184030860506,moderate,maize,12.603607752136153,reproductive,15.192574657897502
+16.505673622507437,67.7740437101263,14.63320038512044,7.509696485408992,high,clay,43.01336479582786,10.990403534642969,good,maize,18.446141955007214,reproductive,15.335194383135844
+22.44125693920701,70.43027767001861,9.406792292519642,2.299650139201081,moderate,loamy,31.716723622804928,39.27603925522697,moderate,rice,6.808475884005366,seedling,9.060491188272932
+22.451655029250105,42.64127502181809,14.17261395941967,6.685170616723712,low,clay,22.782015066748567,20.02206055282148,moderate,rice,16.835189495731896,reproductive,18.480593916678597
+23.01003215350537,80.21633068859737,8.32439361515254,2.0247842926254656,moderate,loamy,19.641358855530743,53.91142229139244,good,wheat,16.480520328607042,vegetative,18.897083670539924
+19.107171081810232,47.39622561974267,17.794712050078104,4.121426938313525,low,sandy,10.040370636004512,40.18882748879236,moderate,maize,9.50845442916924,reproductive,14.785136480897442
+34.57903577309243,41.20103555485901,19.67040615445469,5.99747404253185,moderate,loamy,33.81636024323903,37.82071648735254,poor,wheat,3.6518658307349474,vegetative,10.184107355412417
+18.06244654914973,54.38399117126984,13.396850174052233,9.290250699404936,moderate,loamy,21.381932584990707,35.234233230406794,good,rice,5.8377869933370565,reproductive,6.725176688886492
+30.872666478829068,73.83360485384792,17.276251144724377,3.0127185280442834,moderate,clay,19.425224684254843,20.765503919545157,moderate,wheat,11.05877138281475,vegetative,17.268190845431732
+18.09615066764544,87.9274907063882,10.158665343441251,3.3543130320262007,high,sandy,47.74765920736117,58.47052221384955,moderate,wheat,11.000369965653986,seedling,14.894493497658257
+16.763390939823914,78.55687586228599,18.69241680707816,7.354000515070621,high,sandy,17.27589150608919,58.35223147372078,moderate,rice,4.798370003779944,maturity,7.309687586561959
+37.73573759214691,86.42090266021151,16.63172971345656,4.998893550579191,high,loamy,44.44542998135936,26.063621228991536,good,maize,7.87588624469485,reproductive,7.430295646406391
+19.75321915796764,38.436348244591606,19.835571435320784,6.987371215382974,low,clay,48.87032099461696,48.81081120114873,moderate,maize,9.423436641548994,maturity,10.77920845706364
+35.5312538639926,34.27060793182061,12.461874706555612,9.979633337074135,moderate,clay,42.02329769720933,15.962303285544715,good,rice,16.883459129950015,reproductive,17.89746776741941
+28.6157717776784,63.462285714400274,15.58413480536457,9.894973290790832,high,loamy,5.878267846811007,49.02644228159232,moderate,wheat,18.27146694333131,vegetative,18.76949395231841
+16.94641299021924,47.41784898264206,10.85736279956427,4.829708635955371,moderate,loamy,44.08807955176117,24.316596648564257,good,rice,13.260189843604184,reproductive,12.47564654238698
+38.88620478595169,79.68329837815637,5.182402085428457,6.031402830598661,low,clay,14.60369017481473,24.456723798362876,good,wheat,7.652843565173638,vegetative,12.406787735895907
+21.17402917479731,70.31927228413957,7.095103422595155,9.237521269035144,high,loamy,20.89749316328689,35.36166547237995,moderate,wheat,14.65616839104878,vegetative,15.283168244775192
+36.49113363381517,88.24368983914766,17.88010829462632,2.7373412992684605,high,clay,49.621243678781866,29.616448083437326,good,wheat,19.059405407594497,reproductive,19.73707062518475
+19.220250144614106,45.28754134387825,1.1189589319724114,5.618431230694776,moderate,loamy,23.224003675052423,15.891557148689524,moderate,rice,4.871532608395903,reproductive,6.311662864860936
+36.34857205354632,59.14704686131394,11.829597721488163,5.020618786531672,low,sandy,34.4675700803669,39.65385714649772,poor,wheat,7.773992745706802,seedling,14.922248390742276
+15.330720322632349,60.0744286455212,7.449680650082174,4.359062181287978,low,sandy,18.98236342090465,20.69218046911356,moderate,rice,12.295773744334063,vegetative,19.28762361892548
+27.79451141423701,44.350607691442576,7.733850760111114,9.953633695378786,moderate,loamy,21.624290090074865,32.223989065242826,good,rice,8.797973114629581,reproductive,8.981936384641468
+34.23606448553892,65.40560396928046,17.691424128275347,7.868394351779023,moderate,clay,31.893139780532263,21.550534491542383,moderate,rice,17.694832200260294,seedling,22.223352127356
+38.36988793731958,56.59715916475437,17.07644749092453,5.109975939143376,moderate,clay,47.67285855882124,52.87926208132776,moderate,rice,7.4440252927746595,maturity,12.611478046740029
+37.73005340516218,56.80329335939241,11.976847511449373,8.632175133323354,low,loamy,17.710500415899027,26.90108386360341,moderate,rice,18.00903088827456,reproductive,21.791974044967247
+35.49062173869112,51.76419887834902,5.458376948086679,5.917328805696455,low,clay,16.131470316941467,54.37454125829822,good,rice,17.153667401218353,reproductive,16.456184454463816
+37.2047837415326,31.015761145532103,9.50912692324048,8.982595298942869,moderate,sandy,6.182355214120157,26.30486217796523,poor,maize,5.857236158840427,vegetative,13.424663711617326
+19.980492145926917,61.32571421488734,8.16586787578432,4.131038765044627,low,loamy,14.094896149038943,18.974853602665533,moderate,rice,4.5987414775519895,vegetative,6.450436471676036
+22.10460739279322,50.11487014201987,7.072360584049906,3.7888018190965234,moderate,loamy,16.808564969132483,38.83173213412484,good,wheat,14.507968436521828,reproductive,14.56966325232266
+22.224213123026463,30.07919213905978,2.0557115711459284,3.978293449979581,moderate,loamy,7.829409064025881,37.75688881278734,good,rice,9.787813107731358,vegetative,11.571873340494149
+24.42634827504247,48.47662245971592,10.862277734306408,6.307844609000419,moderate,clay,30.3623950416157,40.94567785564785,poor,rice,6.949252466476336,vegetative,11.350172039051442
+24.83301675962972,46.71769998538542,6.036625957489672,4.330507129241077,moderate,clay,10.704396225878073,25.10697992881746,moderate,maize,18.554450659590017,vegetative,21.32859023908596
+28.613883116366885,53.60688919341815,13.216158858550568,3.176957473171073,low,clay,27.99843795463939,25.99844579316857,moderate,wheat,4.507270919263908,seedling,4.471506563207026
+18.996994084161035,37.91111937860381,6.384078716510615,9.957023348045857,high,sandy,13.504159358503324,21.87150417637932,moderate,wheat,17.127481295282216,vegetative,22.621442027162523
+32.28116659464973,60.46102947810506,8.623269862696034,9.203465819531282,moderate,sandy,47.10764757260717,56.42004851124982,poor,wheat,12.541858609202103,vegetative,21.21432151637572
+19.189163482612663,71.5464211510878,1.0472074838881509,7.080099499944637,moderate,sandy,18.819390276558472,44.14778657819392,good,rice,5.073268403596392,seedling,5.468173644937886
+22.757712052613687,67.81113414327434,19.850761398109555,9.132342991391567,high,loamy,9.181781366731045,47.81278743971066,moderate,wheat,9.376562674309705,seedling,8.434097365404671
+27.58362826515385,78.22529685415144,10.152207665503516,9.48370190006255,low,loamy,42.62694464261303,19.708157005378016,moderate,rice,12.084187651064823,vegetative,15.652532000187213
+34.91101403808693,57.120497279224864,0.4847518832834563,7.408866334926684,moderate,clay,23.091636973564977,43.07891454332472,good,rice,5.928962218675034,vegetative,8.749030949417548
+33.486730830968185,61.145503820383695,10.82461317522288,6.149438229530466,low,sandy,41.90544119699691,48.13321586311593,moderate,wheat,5.170920346163593,vegetative,14.189586046681285
+31.138358910263054,78.624116451539,17.407079986112993,9.056014337717418,moderate,sandy,19.062031241156777,27.122805353811817,poor,rice,7.639701504945838,vegetative,15.118632108570424
+18.894331514504252,55.66207024915431,15.451042685324053,6.542375975303276,moderate,sandy,27.501699909820463,17.884630350623727,moderate,rice,12.538731515581128,reproductive,15.092927204631652
+28.676133640389445,72.09596099397581,14.018133682589085,3.014404342830992,moderate,loamy,25.041078596305585,44.85021247555981,poor,rice,16.124043812184006,reproductive,18.988211143108376
+17.186162544997135,56.07614212307951,2.789293091980698,4.934848003660046,low,clay,30.10578577839289,40.5571796016735,good,rice,19.34875509254091,vegetative,21.13365069315296
+24.43407941991627,55.06417167069375,13.154741579749448,5.567367613883016,low,loamy,23.07430334081348,38.78091240710985,poor,maize,5.522315068028601,vegetative,9.48214135950228
+25.337913257248974,75.61233747174961,15.325967560245209,9.482952129084763,moderate,clay,27.35609677818089,19.128332295278085,good,maize,3.145506463524643,vegetative,6.083114550970261
+15.995285986143845,40.49021492797267,11.448381279309933,7.273483778446579,low,loamy,35.56973829166104,23.124604521897364,poor,rice,19.691929705684093,reproductive,18.957559578773864
+21.84970248674929,50.31515831649442,17.854980090407032,9.002220502367127,moderate,loamy,23.66072502326109,41.24422645948136,moderate,wheat,5.330544687714423,vegetative,8.989292129752233
+38.89123668166224,43.450336604814105,5.5397956356977085,8.06073360671949,moderate,sandy,35.798213588921286,40.67931120425075,moderate,maize,15.783696424091952,vegetative,24.749356398594045
+38.84081519574224,51.54659657805583,4.842893994785012,4.478887092181464,moderate,clay,37.14358636482186,37.73614167408888,good,rice,16.1516866800016,reproductive,17.437743829740853
+23.80817635631348,43.82248934196144,17.391394898852923,7.749671944513466,low,loamy,38.701704453978174,48.406968299362326,good,rice,4.434514657897476,reproductive,4.422260296897621
+16.0775027237081,64.76433786519928,12.507964859829048,3.562397887390997,low,clay,26.192157621827025,50.73285989513909,poor,wheat,16.791662376824064,reproductive,17.30273911577011
+19.477373483204538,77.89024815707072,0.0289444104199865,5.265166493739741,moderate,clay,5.170553619730069,23.82570676883029,moderate,wheat,7.242339763236459,vegetative,11.294588743379167
+24.805444835838504,77.19678367307411,7.06262817022105,8.448734857247457,high,clay,38.90799826990174,17.880378214558814,moderate,rice,16.486804280834107,seedling,15.102299891756571
+38.69449244923074,51.870057872927546,17.15711971629349,6.895433295321826,moderate,clay,45.90883030654789,20.058389205085582,moderate,rice,8.414924255784657,vegetative,13.5607855679009
+18.529976588429623,89.32562435365571,0.5463902328348658,8.60330004762092,high,clay,34.36780439545519,24.065439796586265,moderate,wheat,15.759217058286785,vegetative,16.230196906520334
+34.0878960917053,65.63126188234804,0.0649585652301776,4.03762865880041,high,sandy,28.604616085073104,57.38742863045844,good,rice,17.280769077942377,maturity,20.96817423525801
+17.7170634843673,53.96401810669769,5.625185810502595,7.99799065941836,low,loamy,30.181609659991285,16.85810575357562,poor,maize,3.075011659028599,vegetative,6.427552332646796
+39.53143943478192,80.13235675448553,18.28000074018556,3.618594891534692,high,sandy,33.8365291426543,53.93807455626732,moderate,rice,11.89524438640817,vegetative,18.022720068846183
+24.54041247772837,73.79244075855846,18.029551629400327,6.362433379184058,moderate,clay,49.93360902272171,20.1688729602082,moderate,wheat,8.812690564358158,reproductive,8.431505376740985
+34.3808634724764,74.95652020944627,10.375238916030158,5.468276755635451,high,sandy,7.792517202895612,27.42228565246774,moderate,rice,17.34603940165016,maturity,19.671832755251053
+23.564777070278296,41.7683609840323,11.064737422792453,6.451806862166456,moderate,sandy,5.9532303764219625,16.293633169815564,moderate,wheat,11.206894597666093,vegetative,18.868513997011995
+30.691721928970217,58.0994584421133,6.6401602263437765,3.08426739222618,low,loamy,48.38755909346922,15.168017548788027,good,wheat,9.49920081199672,vegetative,12.291997590433793
+19.80040211850092,81.70968784947617,4.874733240556197,4.889823004104094,high,loamy,24.821358702757557,14.75715215614362,good,rice,5.511486234263099,vegetative,5.782121931246564
+18.650525482424065,60.24228045772544,16.304437084242366,7.335230646929389,low,loamy,32.55591619937906,27.13794533328971,good,wheat,7.813304858369294,reproductive,8.37986863808307
+38.45160348920328,71.00716460526303,2.1258972099928286,6.468246352648219,high,sandy,38.90484251687021,36.18460444971139,good,rice,19.898512192196563,reproductive,23.723430422448335
+37.94118194761084,65.27602398205588,9.747087417572716,6.391758071294557,low,clay,38.39433035750223,20.040377000618,moderate,maize,17.563392687185896,reproductive,19.573390183222923
+37.186723505322064,80.54140726310293,12.68794518994169,6.086640897050035,moderate,sandy,34.12373869106249,56.63371157231487,poor,maize,8.21055687508424,reproductive,15.874344362140754
+30.63583625416484,47.07365038569616,2.0736058074205843,9.551079280311027,moderate,clay,26.235119210625133,39.320939008378446,good,maize,13.506356819905148,maturity,14.940242214960625
+35.20670528040696,64.52851667318188,10.392141909446924,9.476557583517874,high,sandy,30.923521291000053,54.253237747520416,moderate,maize,19.96408490720256,vegetative,25.0
+16.725923422784373,37.39408008058824,11.550425758248863,4.881159782386354,low,loamy,37.834070734219445,17.440939182377534,moderate,wheat,14.715853538635468,seedling,14.190859348170273
+23.36972604726698,71.41264660196808,14.849921210147295,4.815160092673638,moderate,sandy,43.28665323960736,17.17472440364087,moderate,rice,8.76134865970694,seedling,14.007728077475004
+22.842578118928905,73.91807030116271,4.696720982950657,6.439187652584489,moderate,sandy,10.728682117257478,52.337635104140006,moderate,rice,3.689298495860819,seedling,7.393315776292952
+30.89113304881533,32.57023927133991,5.866550065815166,2.7648502731136624,high,loamy,17.508137207914213,38.39906772843469,good,maize,16.58764779073278,seedling,15.97131805634279
+23.89894433676601,70.5474578176791,11.39042293266067,4.424053606140127,moderate,loamy,22.891764159799905,56.9293397635544,moderate,rice,7.8536755596604335,vegetative,13.39290942251614
+18.71266954109202,54.88140924994718,19.662528199632284,3.846940526409382,moderate,sandy,34.9474218201463,17.344842617387656,good,rice,5.442758028128967,vegetative,10.653733751404827
+29.911676885338597,37.44581256658094,4.349863656402288,3.787117346691428,moderate,sandy,22.805213660958422,11.300898981043153,moderate,wheat,4.960667865375871,seedling,10.788596682405617
+35.359598016727034,55.19445286190806,19.71807654246928,7.108044207162143,low,loamy,15.749827135272335,55.828027454275926,moderate,rice,4.821351633366521,vegetative,10.21324881401617
+24.55308736149933,41.6539757817349,14.286850661089623,5.074802674753195,high,clay,6.491434090022273,44.9418552623943,moderate,wheat,4.93719080916981,seedling,4.229882930478954
+18.30671787746204,54.933571927398994,16.521641392600465,3.36931499806645,low,loamy,42.9128573550519,50.35840241749862,moderate,maize,11.770984559848184,seedling,11.499065178638158
+19.91720493282057,53.06034167751166,1.7928253647267844,9.100574759902075,moderate,clay,23.85201933145047,24.800700679957508,moderate,maize,15.980687217329582,vegetative,20.05746019898091
+20.9370826292346,74.30349821616345,6.008403748612645,8.993189503502354,moderate,sandy,19.815304951203927,10.153320974155646,poor,rice,18.17610619803608,seedling,22.64485622310672
+22.49743982486341,76.45293348998152,1.154725593019621,8.899703388257882,low,sandy,28.887179950713676,34.14399247745314,moderate,rice,14.663346279622871,seedling,20.45055123709006
+31.069876762657728,66.4217192630728,7.430939900063505,5.125959538062342,moderate,clay,10.531390401181495,59.50047078923452,poor,maize,4.626297858004177,seedling,6.156663042547991
+30.023637113442973,31.361210530946853,19.62579319840104,2.455859628083619,high,loamy,22.88112611437204,55.37687085339265,moderate,rice,19.10069134390745,reproductive,18.50783921394869
+32.40199653917598,85.86133674425963,2.105461244126769,2.8539361431554884,moderate,loamy,38.83035820998065,13.60113925220464,good,rice,3.09743766997945,vegetative,6.690127171390069
+24.06254961328783,71.17399680578686,11.24745564742399,4.2083846381703935,low,loamy,38.12528521171618,19.389182998676425,moderate,maize,15.789512245590371,vegetative,18.82608101709101
+35.59994129699946,32.05172699527133,0.1214124562762464,3.759760032869237,low,sandy,39.73533634849056,25.561394855940584,moderate,rice,19.7000033270291,vegetative,25.0
+20.102191528894007,79.12997395284707,14.253656320881252,8.991884961190683,moderate,loamy,26.033769144600303,51.52002276381919,poor,rice,18.203905751209827,vegetative,20.840919836771903
+26.726018687953847,42.01596928307977,3.943853847440821,9.890865443114077,moderate,loamy,21.60111759068964,51.23572158730034,poor,rice,15.173778513102311,reproductive,16.382488983998304
+35.02346803853575,64.7532713742664,2.5916907424952584,8.53338929865442,high,loamy,42.41482243499917,19.250225141692734,moderate,rice,11.92325516208364,vegetative,13.246731362009823
+19.50396619331548,57.99806219701123,6.740356243215753,7.838791221993508,moderate,clay,12.798096704950384,36.65400385723703,moderate,wheat,19.992049640482467,vegetative,23.787640553146243
+17.746577843519574,55.1903269413046,15.420885958779632,6.708993119418514,moderate,loamy,37.631200106543744,35.08974329387403,good,rice,13.628584774438176,vegetative,15.925150648089987
+37.09209919219974,83.38282320746384,2.132261726224216,8.159266393438983,moderate,clay,44.95762820734379,30.71402478989732,moderate,wheat,17.120203404502526,reproductive,19.68713565434133
+23.573241568979896,56.24167749375688,4.596779915973908,9.576266497539129,moderate,clay,17.87685252323511,36.796022795098594,poor,maize,6.087559864063573,reproductive,9.72697807705166
+32.0967531227258,34.520647054389045,0.1692884323461907,6.810757359256648,high,sandy,13.900793999758948,24.639443201289616,moderate,maize,13.878500814143788,seedling,17.49294541189487
+15.633715106598462,86.79832363289715,19.36829725391236,3.236905952158671,moderate,loamy,28.06360721166858,36.57745863292548,poor,rice,3.226937904564413,reproductive,4.562512086201036
+32.25117221023624,85.23211387437766,11.842911999777275,3.310866538149757,low,loamy,14.737580686192896,44.28040915378117,good,maize,16.740561247737947,vegetative,18.07468455662592
+22.902532788674264,71.06596137489592,14.397992727693987,6.6709024250286895,moderate,sandy,44.18458331913057,13.125163866717015,poor,wheat,10.016587038622957,maturity,13.444380567950306
+16.393521339686043,58.07355168792149,13.027663423120291,4.667748318278463,moderate,clay,15.998760545338364,58.36529499378504,poor,rice,7.385090365322643,vegetative,11.518042314875863
+30.245319038702924,35.571568376611275,2.8872911773934877,9.281979001959757,moderate,clay,19.12846646586953,18.26517994833961,moderate,rice,7.401011893669212,seedling,11.25250613943036
+21.02009540182933,77.44488711464857,11.898798779879884,6.893138670687779,high,loamy,44.97887937160464,28.01493316098553,moderate,maize,19.656585214901387,seedling,18.768866100540343
+24.670181051297,34.52867486544174,2.628311902825242,7.411940907386882,moderate,loamy,14.252972898618111,33.53136812561281,moderate,wheat,17.723857080929733,seedling,20.460069960577684
+17.01452030716284,34.11605909370874,8.024729079262558,2.046565680807221,moderate,clay,44.815281163999884,12.049222026431153,poor,wheat,16.40790838122588,vegetative,20.086087618535693
+18.679081277373637,62.243030546362085,11.37926271850586,5.990788416500984,moderate,loamy,14.441133172857777,37.41809177912853,good,wheat,11.589539782778086,vegetative,13.888724020477202
+22.44943088739609,39.60769441107841,11.177622282043115,5.449317771111294,high,sandy,46.03125476498096,53.49868834828074,good,rice,9.784625578719574,reproductive,10.126296109356767
+17.24398751400393,30.463816040420937,2.381468519654819,7.646974854140264,high,sandy,19.293885639326646,55.05090814737216,moderate,rice,13.046124646824032,seedling,18.039682991926806
+37.77065661715788,55.38680585974717,0.6887193929304436,5.0611092826669255,high,sandy,16.080556616067454,26.309581379463616,moderate,wheat,12.27045511950555,reproductive,19.75341959524668
+15.15117607959946,38.23303389660396,15.964686277476275,9.812600255097298,low,sandy,26.473539695629235,37.93983043379971,moderate,rice,18.077861903347166,vegetative,23.59285781474164
+27.096505471607784,39.63092491684147,14.518448739920109,7.361625452451214,moderate,loamy,21.61505764953427,48.83987158048577,moderate,rice,19.54254708138725,reproductive,21.7252078035102
+18.081186453313787,34.61463832412008,1.6363780912947612,7.279346665140715,low,loamy,14.078735916720971,22.642285594309023,good,rice,18.827392101091228,seedling,19.58046176226827
+22.691977236948716,42.3056252234166,2.548310376031069,9.35472915806386,moderate,clay,20.225920914020623,36.42362540542137,poor,maize,16.05670440315847,reproductive,18.858735766612508
+38.15148899545664,72.92905078646336,17.851675527792406,9.961638671186764,low,loamy,37.095320444983486,28.3360799832424,good,wheat,9.892495419841064,seedling,10.975554047677862
+19.04236383184967,78.53563843306748,15.3825780324356,3.582565514096906,low,loamy,42.43552871407727,28.90874798404961,good,rice,15.942898960387367,seedling,16.291494024315984
+39.14580799295831,57.15201864175803,19.923205924333484,8.484265145717824,moderate,sandy,41.93428241948778,14.70687663398871,good,rice,16.25787906109877,seedling,20.93837738783937
+20.144859424735543,60.39322895288506,5.0797489841004335,3.29855596257622,moderate,sandy,39.05677617802213,30.344481755176623,moderate,wheat,5.889620241205394,reproductive,9.15532582091847
+33.53915271167074,31.95930207565216,9.756059777376295,5.656347624433679,low,loamy,5.244581861833614,18.043962840155583,moderate,rice,16.922749185195965,vegetative,21.646385190399897
+28.66693162243279,34.158975682279014,4.729191521247113,2.801483234659761,low,loamy,24.197177620493363,25.063503622894373,moderate,wheat,18.507198590537666,vegetative,23.33494099048709
+37.11196818991898,45.45406353897101,12.456002769546195,6.986967827737319,moderate,sandy,12.603747993409645,26.51405514499727,moderate,maize,15.772157468097491,reproductive,22.443496747510576
+28.849831387578277,62.63390524278885,2.30828478182636,5.7481453072406,low,clay,8.306412164767817,31.529997274472237,poor,maize,14.576310403813936,vegetative,18.01648040796345
+28.36398047890772,74.37306892409958,2.544863454860662,7.02959158660572,moderate,loamy,38.11469217053298,55.84568694797702,moderate,maize,6.698877026501978,reproductive,8.51674990699748
+19.88645000921,66.30018368028198,1.4377578281024528,7.423686020923304,moderate,sandy,40.706594169149255,41.5498542825561,good,rice,13.841654900089727,reproductive,17.503446471440498
+19.155734051291468,53.5276712992073,13.87172164528334,6.955458000249904,high,loamy,41.65774910711376,58.723101924405,moderate,rice,13.725881389258996,vegetative,15.701384114127771
+37.912228777887854,37.09944438018829,9.881451548664137,4.352232980858985,low,sandy,45.06398579134005,39.53257581294013,poor,wheat,9.3768596743883,seedling,15.787255474290491
+23.195954971250853,76.84639409323137,12.3546243270926,8.69567325794935,low,clay,31.552168592355343,50.27450215502312,moderate,maize,4.918263734396247,vegetative,8.395637613027258
+24.3020563740724,51.82716309594343,17.58602093178718,6.413489595000993,moderate,clay,49.9158409912348,51.707573314614585,moderate,rice,10.37717426600942,vegetative,15.496077745249274
+33.99559146070971,74.16324086896738,14.806569695107171,5.918809385734425,high,clay,26.767518814032847,46.95019022800639,good,rice,18.652791863654947,vegetative,20.99277687051803
+23.470587060570185,60.77873051486051,9.23445836333382,9.896510433878994,low,sandy,44.75745494963363,43.49574862358508,poor,rice,16.28198571272455,seedling,20.59130418823796
+38.80156116597507,74.31972321370952,19.68711976788453,4.268063253651815,low,sandy,10.082334420634163,30.89574959182337,moderate,maize,9.02227112786592,reproductive,12.24797245821415
+33.44819422497001,84.43737368715432,9.125122022839465,6.224242439161385,high,loamy,11.701557526794266,38.363807260251,good,rice,6.332767772348009,vegetative,5.663948580030725
+29.9357310643355,85.26177096322812,2.249013464670664,7.458596628863932,low,sandy,31.5657250058374,19.68583368164494,poor,rice,10.829976747251171,maturity,14.49844611675545
+37.02237901361882,62.10640680003621,19.85309494505432,3.0018074634658687,low,loamy,10.586064736478209,40.91233231917207,moderate,maize,15.886843830635623,reproductive,18.845354199957765
+16.24014770873707,60.690501885938325,0.456414600296946,4.833917793172283,high,loamy,8.388528717766832,35.714826104916725,moderate,rice,14.649040612323988,seedling,14.25746261119314
+21.42656730473022,45.94070793017024,10.997671189755042,8.41350972797861,high,loamy,13.822908449282716,50.21626278214778,moderate,wheat,18.012680108702693,vegetative,20.423214213167757
+26.625908355522743,86.14798989175748,6.181909773994185,3.89406587679864,moderate,sandy,40.43915891767203,55.12718122261066,good,rice,8.29579692083255,vegetative,12.69017469494338
+20.674463486788024,57.47515003197725,10.071043020339696,5.946322919228853,high,loamy,46.73561024060577,16.63972758964575,moderate,rice,11.40556960666886,reproductive,10.322133142770287
+33.5976296825538,37.65547435724263,11.17425905189043,7.045044847863768,moderate,loamy,20.00602950982404,44.54539008076979,moderate,wheat,7.373570463171898,reproductive,10.241669834714738
+37.980200776343125,55.962294877593,4.801917925569752,7.369298826460801,low,sandy,48.8640128215652,57.50231540319387,poor,maize,16.14697135140209,vegetative,24.26333288728233
+25.594252998273085,37.62319501428024,11.137175114745236,7.826483536382607,moderate,clay,41.42977098484476,55.8940418708575,moderate,rice,10.140900757413448,vegetative,13.834262097092592
+23.553315002797376,60.1519010554245,15.12122224011075,8.927818536343555,moderate,sandy,15.174847248330192,51.721312515182206,poor,maize,10.281206996784602,seedling,17.591377229748378
+39.03876830343916,63.67653089137273,5.330196744879967,5.142875544269101,moderate,clay,31.37517495441435,12.41705002167879,moderate,maize,16.850372194523075,vegetative,22.43134072878227
+26.12131082068852,50.26534568961512,7.668522666278141,7.653055407710849,high,loamy,49.18070365706053,22.624205831993617,moderate,rice,15.407888048984123,reproductive,14.42542417588507
+27.22621001123208,34.29903685388908,5.364853863281159,7.857397182162012,low,loamy,43.19536157708141,17.414423236030448,moderate,rice,11.020541993635533,vegetative,15.393968921857674
+23.791246808547637,86.61021213799435,16.41119461976405,4.402193041015922,moderate,loamy,21.35115872553412,56.34672304184539,good,maize,9.402002428433102,maturity,8.982445927217022
+37.738711825303454,76.40118680900578,14.499645184191934,9.745263601693129,moderate,clay,18.7845320822985,47.444490777284834,poor,wheat,14.702440937155822,seedling,17.434431338216736
+29.223887082046268,80.33286483030726,17.423928744368148,8.921753388176496,low,loamy,41.86643667120675,36.58923181651368,good,maize,19.02080265278329,reproductive,18.749938712103287
+34.05436467954112,52.01210365717377,3.4009978580331857,4.318890629596512,moderate,clay,29.71243385292068,58.97001177105084,poor,maize,10.2181464206608,seedling,12.26023659715652
+35.295167958772154,75.64986180116703,1.471592763195031,7.4005494134959005,moderate,clay,12.354913189886634,19.735938267051864,good,rice,3.662236903470821,maturity,3.002726336183824
+23.54622604793145,59.122373710151656,2.387670077173467,7.742405075674352,high,loamy,19.752465127271517,42.07859588994534,moderate,rice,17.939733748691996,vegetative,19.46286651092333
+25.842358283009503,42.06500930436276,3.220366656484728,5.451869090203035,high,sandy,34.78158398181887,40.46905141368188,good,maize,5.828859626428368,seedling,7.5180694667094174
+36.21179436015662,37.4654026144328,10.661653213496049,8.909946287527731,moderate,sandy,11.892149786268664,27.022712245993027,good,wheat,18.325395703410425,maturity,22.494792628250536
+24.081383791895256,50.70305215932341,19.418241407255294,7.521834828072317,moderate,loamy,36.44222933330377,34.26901460421839,moderate,wheat,17.10225248670894,reproductive,19.90336663580968
+34.84837833629628,38.25312668850838,7.144708332335641,7.265237481221745,moderate,loamy,36.946794266041536,21.76930843299861,moderate,wheat,14.214641400882725,vegetative,19.273518615285735
+38.524808064360926,89.89613857224413,19.170165387204104,3.7667229782777456,moderate,sandy,17.18358597326025,43.85573778739899,moderate,rice,17.380482289946077,vegetative,25.0
+30.580259326700173,32.951339413921325,0.7640158997835944,5.26273849079666,low,loamy,22.911375732430297,30.91203551701523,good,rice,7.416338502606878,vegetative,10.883309110110195
+33.54068218629722,56.4686159621446,18.537444056293168,5.471379913058799,moderate,clay,47.09527990570699,11.177504848952571,moderate,rice,17.549160066456466,vegetative,22.30471259250537
+35.12743280102838,57.125611343423046,3.623052146099424,7.869288772632164,moderate,loamy,38.71291045167336,57.53926115369716,moderate,rice,12.54775877506003,vegetative,17.543370997041382
+36.12599122241606,48.037915714900535,18.249499714386975,6.94715636206042,moderate,sandy,40.451479500480005,35.07095786362204,poor,maize,6.0116861354154665,vegetative,12.750305421701595
+24.8763334464199,64.28109394241672,1.1245486023092233,2.6868847250101364,high,loamy,28.23193353975648,45.28169398506391,good,rice,7.327483771471217,vegetative,8.790749551790164
+16.281586479399955,38.99862144909268,18.96438894990065,4.46158361509792,low,loamy,14.591296888288024,19.846499508901594,moderate,rice,16.42748272383762,reproductive,16.312706658466563
+25.04690678091849,77.03474283523403,4.015965286377217,5.784380035692364,moderate,clay,31.60651606775813,16.361485895801806,poor,wheat,17.32635088672331,maturity,19.978775624909105
+31.84390574460225,49.9468630948583,6.054281201463214,7.893863566855944,moderate,loamy,39.7446930567501,55.12109648232821,poor,wheat,17.871059392309007,maturity,20.89877542657305
+26.25875964451982,65.48055538791851,9.818846882059162,7.948553040637392,moderate,loamy,5.174746890709016,39.54662616594477,good,rice,6.134582139845081,reproductive,6.061570668153256
+33.724078771509966,72.93835416401757,7.614417624709504,5.924346468573094,low,clay,10.119931396947935,34.66754359414988,moderate,wheat,18.33437018838636,vegetative,23.367579857002283
+23.9245607367166,83.34252706140967,13.350559385263,2.9354590580854207,moderate,loamy,26.34323520911353,36.05750178270552,poor,wheat,11.394866090398788,vegetative,14.663745197955508
+30.86860352760074,80.147246187132,19.496155345001547,4.343227226982712,low,loamy,24.673826634946945,21.81012986025428,moderate,rice,19.88458445891524,vegetative,25.0
+19.660495121349364,66.49854168621357,12.128529816098814,4.037539057976554,high,sandy,49.20273706077436,55.634318425636266,poor,rice,11.099765824734158,maturity,12.68353990035454
+33.73423591612392,53.30359082303322,14.429708188730984,8.24821128246593,high,sandy,9.146880526875035,20.71200923018573,moderate,maize,7.28628162027861,vegetative,13.11107533282362
+28.642399220325647,60.19228020449784,1.76010500611403,3.439890512045229,low,clay,19.565886314695184,17.900313891699916,good,wheat,4.01614496655122,seedling,4.034959647618097
+20.101609713665013,76.12408760272815,12.556248581400109,5.719369779161537,low,clay,41.67996923957824,56.50229439277704,moderate,rice,14.304642850162216,reproductive,14.582673347670232
+22.29777933744518,82.65273255356838,9.076995540928262,7.36575042811512,low,sandy,32.55924171363638,22.878692815153457,poor,wheat,3.08485180489669,reproductive,7.373979179772366
+33.71521771454581,36.22691569060032,17.715647158392567,9.718289223600296,low,sandy,30.27264985549117,53.12423594448846,poor,maize,17.212150489162283,vegetative,25.0
+27.06503089153801,53.09137574958321,7.764221992862039,9.99392464179552,low,loamy,38.35404673627219,48.62564037481184,moderate,rice,8.283177112147396,reproductive,10.944614670910603
+20.40078600982681,76.56699590481003,13.589082880998385,9.623377148443511,low,loamy,6.799235475008103,29.097180877923247,moderate,maize,14.319699253833916,vegetative,17.44678032728932
+39.18177975925744,55.89910575563766,4.563074565181582,7.74593876202828,moderate,loamy,47.63712642652505,22.700100314454943,good,maize,11.495332090926562,vegetative,15.243653354608227
+32.8781254954222,49.93366584397703,5.187450670483919,7.971526664176733,moderate,loamy,13.6068777219531,47.94942872780149,good,rice,14.172797640962369,vegetative,15.864153555173552
+38.92837081349491,54.67936180939618,7.522448618445471,8.073680780872138,moderate,clay,8.682688706119665,39.8799345475027,moderate,maize,3.9040347908483706,vegetative,8.397621185222135
+25.67762613400858,66.17068480718105,6.081270750130054,8.90083901237032,moderate,loamy,20.252910990758853,22.70201748865116,moderate,rice,6.345194025754847,vegetative,9.47770608859716
+26.877508517293013,89.9883086480281,5.077576787801497,9.614283702817664,high,sandy,36.60603046851494,54.54397330435651,moderate,maize,18.185498983452163,seedling,21.13235900275736
+37.44888040462549,59.579545746271904,0.993374118016186,5.56564915616262,high,clay,15.416746324627857,46.049120887649146,good,wheat,10.09811561966583,seedling,10.724527160486028
+28.126233506134614,42.50966849725563,16.73492663504918,5.332087024337016,moderate,sandy,7.243755670848592,55.46390653448488,good,wheat,12.610961171884794,reproductive,16.340906067655766
+32.68197279764168,39.77079451674568,1.2860306178256864,5.683715699029046,low,sandy,7.583578092540888,31.87351934821664,moderate,wheat,10.770165432529184,vegetative,18.851167624535787
+21.30432193738825,32.540984848584856,17.74731031205935,7.278537371652753,low,sandy,16.54596590455096,16.409975710637067,good,rice,18.48389904689637,seedling,21.82629214011812
+26.16816171756601,63.52903409509929,2.509307781361205,8.203563170222118,low,clay,11.087323499863416,56.20376807950091,poor,rice,6.390993484797873,seedling,8.518333241938763
+18.08624664525888,62.67432548933005,1.3052347412531806,8.964355127210634,moderate,loamy,21.75948997167339,40.07130152818783,poor,wheat,17.2614671662254,seedling,18.456502908647504
+20.14950089692404,42.31403560681855,11.260095279613942,5.649686034260845,moderate,sandy,12.78828878222561,40.30297502353849,good,maize,4.021367071068464,vegetative,9.504325074987849
+15.023585381690776,71.71976438715402,10.048835851494434,4.906981009441036,moderate,clay,20.49414519578434,39.213272064485786,moderate,rice,17.57419208969885,vegetative,19.651596511508973
+15.981626291216504,74.46642249778085,9.824691376637702,9.866820917617812,low,loamy,25.00192088642737,33.61965112648543,poor,rice,18.349703669405468,reproductive,20.09019947395788
+39.43209557942323,45.54589232292668,11.490086550027955,3.85510096805781,moderate,clay,38.41426437127884,22.75215399051628,poor,rice,16.42679832882586,vegetative,20.84807302133338
+21.058842378419055,50.6459858417842,5.741132122383115,3.776038682019818,low,loamy,15.232978709247242,40.65109390104602,poor,wheat,7.711135684705517,vegetative,9.740323162199305
+31.582767737600047,89.42830034083539,13.258985468592224,7.723259638611965,low,sandy,26.37786982640458,45.93013721533903,moderate,rice,4.939977945879666,reproductive,10.39413114083347
+35.97749246999029,52.45586807104405,10.048044394143664,3.4372583648211386,moderate,sandy,41.69098366300545,55.82715925115702,good,rice,11.51457463701522,vegetative,18.01350871081361
+28.766511480914104,75.64810030536611,6.694869339146505,5.195271997968979,low,clay,49.38697352963343,13.607385403242446,moderate,rice,14.319023366445634,reproductive,16.112490739216547
+18.828612502098903,57.1635255977964,16.530013339614563,4.339094578514016,moderate,clay,30.078777654344,22.735476627624504,good,wheat,16.92638242389488,vegetative,18.34281990470396
+33.202910933404155,77.60068967165856,14.554421926534202,3.349683654055589,high,sandy,24.45441652776861,48.834289337775004,moderate,wheat,11.600689149722932,reproductive,15.803111073274682
+30.006285252489576,76.14139432695887,7.872206838892439,6.6376579127831485,high,sandy,33.41899081304199,48.75753467419664,poor,maize,12.293147522208118,vegetative,16.69265860912021
+33.28126473368438,70.06536151191213,16.952355704577457,4.988091926037031,low,loamy,26.883304724960748,20.60172530628765,good,wheat,18.91306142526176,maturity,19.038030543672708
+34.24366557142718,81.28670077773475,18.405165002235485,5.697873382787568,moderate,sandy,12.414048914454222,19.23588394381973,moderate,wheat,3.812242356146116,vegetative,11.94288667082421
+39.38525919211863,86.3531096926611,10.73732534168725,3.566904038604128,moderate,clay,25.67512319333261,28.35701046297252,moderate,maize,8.42201018177953,reproductive,12.297762698674076
+29.33908200066775,64.79899922712504,4.299049003138416,8.142934421374052,high,loamy,49.05951376639823,13.145768254241164,moderate,maize,10.448786562177066,seedling,9.930920687318272
+23.541027817265046,44.24813443336474,18.315843130939736,4.517696667605966,high,loamy,33.819289084607895,46.5180392768197,moderate,maize,13.871682856709205,reproductive,15.050647363091276
+31.21161392250593,53.9177376986445,3.789592401910344,4.741745432215191,low,clay,17.7544516507421,43.49043625524432,good,maize,4.615786974301296,seedling,5.431000190512702
+16.711017731065652,75.4983428107976,0.968464528345383,4.017231696800901,high,clay,47.621570286453874,52.93627471666,moderate,wheat,17.87254658136027,reproductive,16.43267033848755
+37.43493295803965,69.05300910743216,6.549740177462617,5.47522857695227,low,clay,22.48617438889873,31.50245735527984,moderate,maize,8.378938277273889,maturity,11.613602351098594
+17.98452528345492,40.66790031391493,14.539326889220796,5.708613017909376,moderate,loamy,22.55546193945632,41.83680045198659,good,rice,6.146188484811061,vegetative,8.119856709019077
+23.196070947145454,33.074372468785484,18.46548172707099,6.237335330636121,moderate,loamy,32.74697714144306,57.69747443895231,good,wheat,13.0557896187428,vegetative,16.355365749199958
+35.39363451565302,70.97769561252389,12.745712936288797,9.740546255855516,low,loamy,30.603817237789222,57.94011573126707,poor,rice,5.389385568876815,vegetative,12.59246344117046
+29.9328094582678,45.06474144176072,19.0367709393332,9.237534464365629,high,loamy,18.06964571611634,13.553880707687718,good,wheat,8.611023959037054,reproductive,6.631884007126482
+24.84088800693605,59.98021462374321,1.8474167855179324,6.875141047896429,moderate,sandy,26.018614609788127,10.094217247541527,poor,wheat,17.65165322348413,vegetative,24.16874915999054
+26.835891484375537,74.80480635075565,1.2150745917604011,2.31122774210478,high,sandy,19.96308615247092,57.99921975150088,good,rice,16.418959760741373,reproductive,17.50618173410908
+36.36368483005451,63.76000683937999,12.08383901487328,6.898082727013876,high,loamy,38.200120281048434,36.76583009733923,good,rice,7.777723167597123,seedling,9.205144132719887
+23.500109651497304,34.99815498670778,19.322326449855098,2.71734885411293,high,sandy,10.51262898987328,45.0200270464305,moderate,wheat,10.135200633540515,reproductive,11.462644306257737
+36.74124212030428,41.13481420701332,10.05442617909448,7.682753908149978,moderate,loamy,38.76130084787302,55.62985790193255,moderate,wheat,11.630671449555276,seedling,14.721685421378355
+17.203360774417288,43.15969104185515,1.0303045187861026,5.120621172647445,moderate,clay,12.25251613908473,31.65772995516882,moderate,wheat,12.639253297780913,maturity,14.456205363939164
+34.419960930215765,45.47185521869069,4.424373121549124,8.701571932548148,moderate,clay,18.769189613400663,32.03266409740532,moderate,rice,8.10702859566342,seedling,12.179418827097628
+36.18869082636841,63.92420351703026,4.895858128315414,9.540233962121045,moderate,loamy,19.99993043171152,18.34907854612681,poor,wheat,12.079701430923894,reproductive,14.733920429330723
+19.54544132093347,60.237946789523605,6.757142582739,5.336882731724872,low,loamy,49.568547895717984,55.2914140292558,poor,maize,16.14526994309178,reproductive,18.766741061662145
+25.75866330930501,42.18960230185253,0.8720676717242526,5.6844423637899695,moderate,loamy,31.54198931314329,42.38366530159804,good,maize,14.66167995576162,reproductive,14.481693873965687
+19.13749436659139,34.053290607341225,18.09785400995833,6.721180648102802,moderate,loamy,39.98993865450154,19.01346236457755,moderate,rice,19.166065050106088,seedling,20.277474851079702
+32.66510322485544,40.28593226848308,10.311278894429904,3.577061774864404,moderate,clay,29.99200927232657,37.98960072839429,moderate,maize,7.056992918308433,vegetative,10.145751763612632
+28.383694201541417,89.0628787571162,13.41861585908218,9.418662726626891,high,loamy,49.24210860538086,26.40819691947256,moderate,wheat,14.530016856635454,seedling,15.302957948807771
+30.883083667708025,58.11281698748834,1.3434567379001794,5.463999412010981,low,loamy,12.982160806078175,17.35909849032631,good,maize,19.14475069642137,vegetative,21.25413927160145
+19.91217417390528,82.04073028212675,1.082309356072988,3.3345626873280585,moderate,clay,32.21933581990919,19.093472369739946,moderate,rice,4.633875634070294,reproductive,5.600063896358474
+20.293646551310488,80.9251480001306,11.729355440810943,8.101854667351072,moderate,loamy,40.88219302592266,37.96285789051012,poor,maize,12.552640303020626,maturity,15.236635388169086
+16.03743313774766,60.69117344777242,17.74592021008416,3.7532109795518815,moderate,loamy,33.28502642210911,38.21926129663792,moderate,rice,19.73466091053628,vegetative,21.762325944920267
+23.051688379893243,72.40126250763261,10.56964001919094,3.14823420057484,moderate,loamy,45.36212829940787,49.49703905261629,good,wheat,4.044333232885736,vegetative,7.293823347612975
+28.99361653334187,41.56512062476274,17.55638345140143,6.502976603952057,low,clay,32.03185916242396,22.39921421016643,good,wheat,9.170081447902758,vegetative,13.205506139820036
+36.44837284993322,71.3038022956145,16.219825461104787,7.371962042332727,high,loamy,42.189734703947416,55.79166911206889,good,wheat,4.44499224611467,seedling,3.763553920116757
+31.673186186467017,46.343074755797375,1.517075715898415,6.55650192531933,high,sandy,12.91087059664792,35.93064657735076,moderate,rice,12.958453329166865,reproductive,16.604501460107297
+25.884908084993786,79.92372580524905,4.039149487713798,7.252085191578906,low,sandy,16.792875245764723,20.20863444206431,good,rice,17.496356510797842,seedling,20.177190066745844
+38.82800285985344,35.02344798653459,13.15421338310685,2.924192098461956,low,loamy,24.98308598253172,30.664028780169545,moderate,maize,7.113022842771862,reproductive,10.547782239589289
+32.981130014395795,76.38832037311664,8.870027651000832,5.808144303072859,low,clay,43.32279703256184,56.16796360203636,poor,maize,6.472124785941736,vegetative,10.363640278884905
+38.25413007156375,35.996214394117175,5.813996272938411,4.85614915270833,moderate,sandy,24.195172643088835,33.9078271433433,moderate,wheat,12.01148716037828,reproductive,20.105159320594748
+28.189699331804142,82.87135421365853,8.372677120959581,9.786948929920976,moderate,clay,33.23565219803817,53.73575552395226,good,rice,9.041488537138084,reproductive,9.66635441057207
+21.47260686982849,48.25227108810022,8.903992925412687,2.39699147343574,low,sandy,22.811522086413238,17.99163675833195,good,wheat,17.043865637085936,reproductive,21.22247260648903
+16.32066715911805,69.26360188983449,18.21104501643193,4.386353624479384,moderate,loamy,41.25741751026939,55.697919930464806,moderate,wheat,5.277396090140064,vegetative,7.519443389746711
+33.152121287096264,59.25013671721679,2.0691656740990605,9.534897552733776,low,clay,14.0129413811606,31.530940274971805,moderate,maize,18.54592642763797,reproductive,22.626897863596337
+18.032574950138358,51.97818871574034,5.5946149361523005,9.867969465474635,high,clay,31.719626511798,56.80634717653823,moderate,wheat,16.78257964156091,vegetative,18.94056608507468
+22.56937820679918,68.72650999100978,10.75129633165428,8.599212861817069,high,sandy,31.00505847522201,53.30392597311657,good,maize,3.25691353998846,seedling,4.794062984017898
+28.311772697097435,86.85137883307428,13.965738532611834,2.6079859521312745,high,loamy,23.14588213291942,42.99831534414621,poor,rice,7.733697219693329,reproductive,8.304446424603519
+29.11041469449369,32.47618484247731,12.612745779184872,6.490840226748323,low,loamy,36.7307625473501,43.64232084765098,good,maize,18.531121977767626,vegetative,21.669528679202493
+30.0145799246784,85.13117135298626,18.83285475474789,5.200983941363737,moderate,loamy,6.281447361104735,20.575399393844968,poor,wheat,17.538475448218982,reproductive,20.43159835142132
+19.156383258742515,66.54489930126081,15.912178496389464,8.451620541563212,low,clay,42.86749948504395,40.1414889461461,good,wheat,11.381281169460872,vegetative,13.897136179541944
+24.49343512054122,78.43885804614314,11.141536839488603,2.4401938845706663,moderate,loamy,20.65843533075149,37.47477859458521,moderate,rice,12.30450621342339,seedling,14.566255372192408
+30.429855677924166,53.032497206056654,4.293653833470151,3.577030013157617,low,sandy,40.68601563086839,26.70735181702258,poor,rice,4.373882471339518,reproductive,10.500172801227915
+39.24547161584462,58.31057849025682,9.017484628044796,5.913560529781035,moderate,sandy,18.727677121340847,35.2810762124228,moderate,wheat,16.596768340157254,seedling,23.12998956742334
+33.19077844249222,82.13104510806984,13.867644883889549,3.261181303582616,moderate,clay,13.4557910193273,56.45717760141147,good,maize,4.2979809004161815,seedling,3.762066351539621
+38.06509392734895,54.89087818858938,16.759243496721698,7.541721141554386,moderate,sandy,22.52702628881926,10.265283189572896,moderate,rice,13.946321609118272,vegetative,22.05416423823574
+34.055301457854426,62.0795740049451,19.194724488447747,8.566137769118386,high,sandy,40.88151288456689,30.856204639880197,moderate,rice,4.936211603207802,reproductive,7.922900962511351
+29.792924222310013,31.211695385059976,12.109055322758351,7.636159149021148,moderate,clay,36.658311587846256,26.68193603854337,poor,maize,10.37267109461408,vegetative,13.71100037780246
+19.800584228408614,39.515880350282536,10.53838734608865,5.5222697091198585,low,clay,23.04640408396874,58.06155337099192,poor,rice,9.120875999222452,vegetative,13.100948795671902
+31.667141297312828,68.50119047848798,0.3538384624229662,9.02710133002117,moderate,loamy,47.20409259849278,58.69471156428465,moderate,wheat,10.051889319749831,vegetative,16.184635010134613
+30.58448914899768,73.01861406383263,1.4419813830035988,3.1014890537595337,high,sandy,23.39492836328935,39.283026781802725,good,wheat,12.816550212990082,seedling,12.383176806935776
+30.061729261431665,64.95605620706996,3.1220999527480053,4.082708671192071,moderate,loamy,20.783872773200383,37.500348422033326,good,wheat,5.386508710310768,reproductive,5.319105192006348
+27.244646699706017,38.59860217653664,1.0951986237925615,5.916317482018426,moderate,clay,11.51235099293542,55.16062484052624,moderate,rice,6.792028068170648,vegetative,11.111056053347635
+28.21641509973189,56.72432571467009,8.017264776098529,2.490708791034016,high,clay,8.162539058535296,10.32712368823023,moderate,wheat,4.79306497788485,vegetative,7.537458389760847
+23.3610631779526,51.305685981791385,6.737570902777444,2.7654862525323782,moderate,sandy,20.745608173316743,38.11403014611575,moderate,rice,14.100433158060737,maturity,18.6058156044119
+27.982817316057577,59.7396806421053,12.747083157367856,5.179546973778977,high,clay,9.140098379028212,11.23162041607966,moderate,rice,3.9004517496650295,maturity,4.63923740613245
+19.93889764196196,82.21974207324565,10.713302158668052,9.551090373876432,low,loamy,25.81857310499391,58.40811356585418,poor,rice,14.192717862348736,reproductive,16.593980428357842
+35.129359934009415,76.55168631951912,11.919415187757194,9.267309546216,moderate,loamy,43.70042946717635,26.007977867065154,good,wheat,19.540825213369917,reproductive,21.063095194218697
+19.64442386746769,35.03937008334954,9.439544058753082,5.727798866227289,low,sandy,26.425249371262726,36.04006509192651,moderate,rice,18.116466393770946,reproductive,23.132865031661943
+17.12415724723666,83.41855186647385,5.554742971085142,3.1372683560858405,moderate,clay,26.62614402222136,30.87842522986335,poor,rice,8.545638121003183,reproductive,7.854161409191822
+25.906150658928937,58.30602906898942,19.05650629892954,3.4248612476674847,low,clay,16.404827943495427,54.6812062070092,good,rice,6.650634157992818,vegetative,6.915509535571404
+31.457685987651548,74.63172869315991,1.7281831952027793,5.020368436873018,low,sandy,12.483300917677848,59.99089720792077,good,rice,19.325647915862504,vegetative,24.631272367355653
+25.942920623338534,38.40235387586112,18.777819989306145,3.680593560694251,low,loamy,15.004798632980416,13.41939889931145,good,wheat,10.544747921496649,vegetative,13.317110523761556
+21.918853298782714,70.24317154242289,6.224760937294693,2.6638047551230226,moderate,clay,30.55948157980218,46.60155679916591,good,rice,8.990841246425141,seedling,9.221221028353698
+28.95427959726102,44.17956105656748,10.253228907345948,7.390219868159977,low,clay,31.63069014774768,28.399931197412684,poor,maize,5.142945254045337,vegetative,9.821380104321964
+23.675058385305,56.302853828455895,2.1768464565509227,6.651589102341559,high,sandy,14.908450670402829,16.953645987420675,good,maize,5.831581432375298,vegetative,8.561342521081453
+38.32169225316583,31.011772204926263,1.4186213674201853,4.330374063824681,low,sandy,22.951416840425708,30.27187648177438,good,maize,15.609325899634882,reproductive,20.97941120117996
+38.0661284900893,39.09663827582856,8.590908974372057,8.231587060418434,moderate,loamy,30.590720797392777,59.90733150954362,moderate,maize,6.423843780647481,vegetative,11.783728235068253
+27.559295499302387,35.52482958741719,14.833947527593562,8.207591101646676,low,sandy,39.22079173294777,27.87836496759355,good,wheat,6.043265051966885,vegetative,12.050147879010844
+23.19709985045646,44.38465037629551,5.387295550970979,5.928015761702095,low,clay,19.38962120190964,23.869974423227863,moderate,rice,8.477970142694026,seedling,10.511390825412631
+33.42831034891598,36.001085401459335,11.2469577787064,2.772260444095151,high,loamy,17.21106140068577,52.30856872999559,good,rice,18.52668367007025,vegetative,19.436996276626346
+15.917823587076668,71.51460159717371,5.573006810456366,9.34775520081086,high,clay,37.871014969479866,53.39689999117283,moderate,wheat,13.019219805606248,reproductive,11.49507357552413
+26.86922515109128,31.74239413255316,7.772261217860816,7.34928418832777,high,clay,28.121547683195487,26.943457741598262,moderate,rice,16.175555142119066,reproductive,18.456034082263177
+23.408084856758336,67.06443003749987,18.128926369476492,3.976406553215608,moderate,clay,43.553596603751046,24.93365703062154,moderate,rice,15.221305290631436,reproductive,17.658644667785698
+38.01339712756386,38.44246984953445,17.116792509898392,6.883636376273813,low,loamy,14.4951359174293,42.36407387737085,good,rice,19.148052130793644,vegetative,22.82031810929514
+15.300075681817065,86.70968743067382,10.320350868352596,5.240171966621042,low,loamy,39.69242942410624,20.25892418603049,moderate,maize,14.736857470148705,seedling,15.506986894880884
+28.820371892958725,85.98564438659125,4.762112549441575,7.082797117887663,moderate,loamy,12.291507833787923,34.18427013113466,good,maize,5.128857902000263,vegetative,7.321886716622336
+33.516589526665655,43.53018615125776,3.863678254660456,5.790967165848167,high,loamy,31.31470600235508,17.067184582385465,poor,wheat,6.435552218794683,vegetative,9.521519247978995
+27.125449688101032,66.86527789338177,19.081747060714285,5.883777201917868,high,sandy,17.763516874160885,25.237738911642595,good,rice,14.948348418239377,reproductive,16.669680431423643
+17.13507575406804,31.680319168347506,4.054331930213751,7.887056735258874,low,sandy,9.549093091981494,24.874074884937237,moderate,wheat,6.655236676156404,reproductive,10.423027921441385
+39.311534750697554,85.90731258307045,16.163366218250783,6.909805968511806,moderate,loamy,32.75440720552142,44.74499825047229,good,rice,17.05344564303042,vegetative,20.992030152802645
+27.95026078440245,61.379238491502576,7.379404190710746,2.6396215299538053,low,clay,27.80595319532276,24.113651749737933,moderate,rice,17.954330987885402,reproductive,20.32795558571844
+30.354656107975284,32.59338908506674,19.713196951164768,2.522988563570429,moderate,clay,26.86910848458089,54.924785169528384,good,wheat,10.0446819860528,reproductive,10.7053462810177
+20.915244567687683,50.54999958048825,7.363114807255757,4.440073899973802,low,loamy,31.663374235420488,59.15230471846158,moderate,wheat,9.499614675992753,seedling,11.904245049952872
+27.087452127670097,34.61096771167405,7.030332498214522,5.44196797230997,moderate,sandy,21.759674785477557,14.053085062872547,good,maize,5.053237033561571,reproductive,8.285450743025075
+25.728737298958045,53.5766663624016,12.749272577552462,4.2017804734342885,high,clay,35.157540278846525,29.88238159238016,moderate,rice,18.9429148505815,reproductive,18.00792801800139
+16.872396050049595,70.19558052967938,19.230336132536387,7.211678864559344,moderate,loamy,10.88796789223294,25.09205317470685,good,rice,11.280697117514483,vegetative,13.5727148892905
+17.654008838686682,58.193394482486376,19.524192115928656,3.5608634538049757,low,loamy,37.17371676364975,27.5995064255475,good,wheat,15.036979127016966,maturity,13.772695931093104
+35.93681299046936,53.02333048316727,14.144122929339703,7.633128771169358,low,clay,31.091617142631414,23.26774430349764,moderate,wheat,5.680582621271448,reproductive,9.2857291227465
+20.99549880516476,37.14942273242789,15.092127312727072,8.18520593511144,moderate,clay,26.891268801610607,29.133243060151244,moderate,maize,12.17235006861649,vegetative,17.69588405380877
+19.873956787465765,44.696342741619375,11.268043519460551,2.9945544607652046,moderate,sandy,10.744267998556616,17.070729638449425,moderate,rice,16.211923968501353,vegetative,23.836677734254497
+27.62278628125348,36.008597264301066,15.115514782646638,7.206449946903904,moderate,clay,17.521901577348054,23.990913777266883,moderate,maize,13.164401049318464,maturity,15.048841028956696
+34.21867828406282,78.44992389939964,17.195593099409933,9.691487807200913,low,clay,18.28834603788119,47.3908938978192,moderate,rice,9.45756813884038,reproductive,11.448126118258791
+16.548662964474698,38.11438967908335,9.721906063900466,3.542590538106774,high,loamy,15.52156942594707,27.202326282588,good,rice,13.453761222190144,reproductive,12.173528976386295
+29.4201979909564,65.72240199293361,12.39724525660206,9.274422648929235,moderate,sandy,47.938087693418105,20.3917448662424,moderate,maize,19.92449706279901,maturity,25.0
+17.980261071014333,50.56442481533075,10.746333904660954,6.848383594192133,high,loamy,46.20387010320695,15.422201928242076,good,maize,14.605414532939044,seedling,10.768607524176309
+15.91152627064046,43.55870307931101,11.249412270573544,6.727558938653695,moderate,loamy,29.575994622766277,27.400207364159296,moderate,wheat,11.553064391292256,seedling,13.365656754112246
+16.318598804055434,68.36810636952623,17.800958197478817,2.4153814585669373,low,loamy,14.255266245810049,42.17045443101762,moderate,rice,17.541413121645615,vegetative,20.26702079189417
+35.854102705211034,57.42013856261644,7.1123366041114044,7.986402227091186,low,clay,46.00122642828451,22.66524355333355,moderate,maize,11.004519507251118,maturity,14.136143078945553
+17.94931209070154,54.00872803707355,4.163680512012484,5.826184421184466,high,clay,38.72329397852783,31.12228454579316,good,wheat,10.6869599720981,vegetative,10.62463308984482
+16.1287841103073,65.57112029353328,9.125602205472582,7.769395134681073,low,loamy,6.744732752931671,57.61992898745861,moderate,maize,12.477274563648011,maturity,13.762934817161687
+25.947497178572807,59.47605770940004,4.161703809625303,8.473448827572849,low,loamy,27.08201847814221,37.61814259167632,moderate,rice,8.44608450121622,seedling,12.56919303910259
+36.09983679855062,48.209052513093646,9.968008513240385,6.190370986978229,low,clay,32.22250803984472,36.59693079320817,good,rice,4.2148467545829575,reproductive,7.397524023086342
+21.56020941223255,63.5436772659151,18.07016210714117,4.109154506226513,moderate,loamy,7.991301382854243,30.49716562845449,poor,maize,9.410065496029114,vegetative,11.467266474801368
+25.542815438147912,70.16991459304168,12.348670409649555,3.132579931142507,high,clay,7.242396402007608,37.84199885036277,poor,maize,15.416306901935444,reproductive,15.75583454402068
+15.99806331409378,31.601589515211256,17.108657066061554,3.2840250234593142,high,loamy,25.858578131833127,59.22836371985889,poor,maize,11.288564928019213,vegetative,11.007164539706226
+26.22696285337189,57.95230373446052,3.323818392310236,8.93547723156639,moderate,sandy,5.087827100193245,22.69034527294648,poor,maize,17.529250878414715,vegetative,25.0
+29.44032701592834,33.46099707501263,18.017471850743537,2.988624765043109,high,loamy,7.107600173501137,57.09639474246551,good,rice,6.097024224246431,reproductive,6.344702475842291
+29.272676343803617,41.18432484408666,12.035743288142315,5.077552584372548,low,loamy,12.431194871537294,17.453549218849886,moderate,rice,6.775020649855083,vegetative,10.57053220304323
+23.31066730435913,63.63052404467838,0.635195774809596,4.674197170312247,high,loamy,45.94868483131005,15.555268177327791,poor,wheat,13.953276242298402,vegetative,15.515551016892656
+22.888329516578388,81.97133491593485,12.662379105700737,8.923645333911761,moderate,loamy,39.48275871557184,42.7334747871582,moderate,wheat,16.913890348586445,seedling,19.25774838691653
+17.665590473414948,82.96834075130909,19.02793912521836,5.821548005554333,moderate,clay,25.269170190677904,22.5589512334536,good,wheat,14.82364944175511,seedling,14.082295720354733
+24.16995801615671,34.19664060831788,1.5833400095072414,9.9715713387851,low,clay,26.56425503631484,32.21961531537134,poor,maize,10.548151268338776,vegetative,14.065584164249454
+17.487366721824117,55.14630517720239,11.649122609391442,7.896437970425158,low,sandy,35.871104709767074,46.48273842889188,moderate,rice,18.015231675327723,seedling,22.25733268532324
+34.16489861780129,64.98038898027308,18.30957205739429,8.807388603234285,moderate,clay,26.34739413461657,36.74207515815486,poor,maize,14.483354852626777,seedling,18.650822911838024
+39.156857443704645,38.82419427302061,0.1939033666874912,2.789378128213399,low,clay,7.876629898110353,10.68746746652647,moderate,rice,17.191942954834875,vegetative,21.194192350714054
+39.25186141666767,75.9259330046863,12.618258529316464,4.024818042119168,moderate,sandy,38.24291187801544,25.292161648651835,poor,rice,18.365577680233635,reproductive,23.68242545848879
+36.626777484384846,74.65411550623432,9.498045836619252,3.083569564574626,low,loamy,7.59874215399349,13.23433348961396,good,rice,12.008907274284898,reproductive,12.827464501927752
+30.01980373349048,84.20046082240768,6.939786372972212,5.7089757792044775,low,loamy,26.87419096016131,56.305727502785146,moderate,wheat,13.001816801498448,reproductive,17.026015310564244
+32.521642431097,30.50916072500658,12.55072979890752,7.746299905295278,high,sandy,43.77683793189455,49.73242967084015,poor,wheat,14.337110471103244,vegetative,21.6358763348302
+22.130145067010357,43.00105463934016,1.0540418917483385,3.3525085456240014,high,loamy,10.282086501261505,59.19208418382055,good,wheat,19.52907905379041,vegetative,18.92315925240049
+30.76926050431552,79.6312028547193,15.061260925748003,3.0413483565579105,high,sandy,36.79825606124308,54.25547562208739,moderate,rice,16.701842786726164,reproductive,19.89316060692457
+26.391238735996936,70.23480304961612,0.0895895383941525,6.916869990243523,moderate,sandy,7.084756649798336,33.76660103281674,moderate,wheat,3.593809889876074,seedling,9.404477641881153
+27.050433494423316,83.66339122190945,6.138714875847045,3.842502030107392,moderate,loamy,49.68768283157228,54.12987586052684,poor,maize,10.296414432931904,reproductive,12.980115477805631
+33.944414009378946,33.43077927181599,10.079172753693568,5.834600574029928,high,clay,35.69388711449672,43.6219306664136,moderate,rice,17.767860497268988,reproductive,18.96703973365282
+22.04795888993129,65.81783794298657,7.540445011331034,2.4089418218217418,moderate,clay,48.60453284990315,36.229982819550045,moderate,maize,3.618363775565796,seedling,5.204968993035353
+22.950990292362995,64.14279449362044,6.1495187041116495,7.444902496539719,moderate,sandy,35.07007840732578,28.532302295894187,good,rice,13.713871658981429,seedling,18.84014303187445
+38.11604477821592,32.14046498163194,16.616702909361923,6.330531053136429,low,loamy,15.90274131134826,44.04830879682022,good,maize,19.065087436757512,seedling,20.91735079462776
+16.405607371274307,60.81132461474901,18.696651485438174,7.179383191669063,low,sandy,46.6864031124321,39.50667114769773,moderate,maize,8.302165834297199,reproductive,10.744162411766698
+27.14085746033351,66.57121867859546,17.474253698117774,4.203251040477968,high,sandy,33.20015831731369,40.70924912915791,good,wheat,15.276679348348862,reproductive,16.990978552721984
+37.820020010196544,41.47759045212644,10.448626260999994,4.228823802892249,moderate,clay,30.917167277353123,29.9915665578502,moderate,rice,8.295912671720249,vegetative,13.964247099418955
+30.259075195453924,46.39977498747977,17.68328350386966,8.410884264726064,moderate,loamy,24.31003518486174,46.96575571449717,moderate,wheat,13.880773680416736,vegetative,18.338278419361
+28.660176855303305,68.42084077786421,18.417231303630874,7.74849850387861,low,sandy,17.806725923384136,14.06713838168639,poor,maize,18.920132921616123,seedling,22.85218943520164
+21.24360448073388,58.0980568559975,8.18476794094924,6.637829209588917,low,sandy,28.853130634113143,46.30794813896039,poor,rice,9.272186612310357,seedling,14.19685609833179
+23.581887226611208,81.48081945409962,5.668917190108909,7.025147806256644,moderate,sandy,21.47259689650481,46.538065680347806,moderate,rice,19.322643404766115,vegetative,24.89485934029857
+36.30121039511732,50.5429059605513,1.9653041162664064,2.7523534360088435,moderate,clay,43.431098196059736,35.79716976906888,good,wheat,9.49729186032234,vegetative,13.123469248813343
+28.98045329421145,45.99957950329207,9.581838420984582,8.849370435610028,moderate,sandy,6.295934388549069,23.164157513424264,moderate,rice,9.661561216229767,seedling,14.625700224690794
+27.868554843919497,89.09195642069056,18.92593840876883,8.159256264093301,moderate,sandy,28.854116819464945,35.96382572031848,moderate,rice,15.99145038448588,reproductive,21.887579099136424
+17.489492838500723,84.668146207805,11.21815056140742,6.723932270587581,moderate,loamy,42.64541998577288,16.154309271302374,good,maize,9.134141163561043,vegetative,8.97634557642136
+15.40070391137808,31.739564699938796,13.351242035723432,9.348761048807258,high,sandy,6.242286712234248,24.25718876935275,moderate,rice,8.573441058994767,reproductive,9.634511194382352
+39.09212971717623,76.24371691839394,2.257676369836952,3.3491032615951983,high,clay,17.703620431918058,31.064993929713783,moderate,wheat,6.1552101334510985,vegetative,9.369875168503231
+24.42465418217104,36.62008642951218,2.870393282845125,7.4932590882733345,low,loamy,7.318515048547464,43.66168924950317,good,rice,4.5126248884563465,reproductive,5.0936608489797
+30.080326552487605,31.649111689762258,9.28946523919345,9.703854221217288,moderate,sandy,31.775169641519447,19.36083838775202,poor,maize,17.240281959403134,vegetative,24.6987177976304
+16.992876829682125,46.42173095798093,19.025295979674517,4.480071716559367,moderate,loamy,19.253123347627948,17.908537586618202,moderate,wheat,11.091100832480883,reproductive,12.670927239949204
+32.07785714307616,46.16075274366626,7.215692831830578,2.122338512540076,moderate,clay,48.187851706216655,40.38981810838895,moderate,maize,14.067543714136622,reproductive,16.998789191595122
+38.31416771764903,79.15912574081787,17.54968082635067,7.878939735753065,moderate,loamy,32.7332122671053,43.977277050151045,moderate,maize,11.126257267479945,seedling,15.060196605723288
+29.39163132493549,72.64003475657012,2.4057718685142304,2.0558425956490165,low,loamy,30.28109021107291,14.182787640665502,poor,maize,9.363042043199926,reproductive,11.731293646226383
+18.152883059385264,88.89656563992085,12.3403441386742,8.980269193457335,moderate,clay,46.27578944055036,11.658159173480083,moderate,rice,9.946413974370298,vegetative,14.617609189496878
+29.54303818683692,72.6907740187091,12.012259538210364,2.4504100168285587,moderate,sandy,15.060893273191232,17.357492570058294,moderate,wheat,4.349938655200839,reproductive,8.491116430311976
+34.15868032761631,55.09533319536288,17.19749500140537,7.222117838975017,high,clay,30.30090167852634,55.05133508036238,good,wheat,14.456538731246724,vegetative,17.436571999738522
+25.160413414350465,71.93565965671301,0.0663340880980301,5.017473155385203,low,loamy,29.425218573124624,43.6319267593688,good,wheat,11.708614632968,seedling,12.033266447598342
+36.99594369853669,89.96754403118413,3.798633343951443,3.626725229733863,low,sandy,8.695140543992125,56.05129555076121,moderate,rice,4.125819734817095,vegetative,10.103462699855134
+31.217073833934112,72.60851295375168,4.3937525085896345,9.186067198830631,moderate,loamy,46.94269038682802,43.23574015835836,moderate,rice,13.685115471896928,seedling,13.66671386310587
+37.48122295723006,75.70088135881909,18.99932176181475,7.969966815414898,moderate,loamy,36.51056295178586,58.2618620361536,moderate,rice,6.563663337655715,vegetative,10.987200270035432
+30.58763278118343,86.30190091141557,3.073873125397899,4.723524529146081,moderate,sandy,44.964763235594575,31.945333523247896,poor,wheat,5.35364791228193,vegetative,13.233847813025603
+18.28219930012061,36.819075678701,0.7392470044112076,4.2732247428578,high,loamy,49.214182410573066,39.954946911392256,good,wheat,19.60988017751625,vegetative,20.47999116602445
+22.74229277762973,72.28705760686361,10.68922989483616,7.888098353289115,moderate,sandy,26.584428303415844,40.05927256027047,moderate,maize,4.343896177513787,reproductive,7.997767925009343
+20.04487370631142,81.04835747804694,10.571169248673634,8.692566100850645,moderate,clay,41.16469289387435,10.156995823028105,moderate,maize,15.4080462121064,seedling,15.970787508122656
+37.72066244292156,87.26271601325358,16.880939307357284,7.726803714366476,high,clay,30.990188101340657,11.372723018017869,moderate,rice,14.849080575953776,reproductive,16.949573624321474
+34.01000168218707,42.65815738270196,18.97719300355604,7.119913800285931,moderate,clay,48.970537196132845,17.263260540614027,good,rice,11.869420912507014,vegetative,13.75837886116701
+31.90995922275015,60.235740463454654,10.77090884280262,3.8233978015091914,moderate,clay,16.125061284845934,35.55647775771284,poor,maize,4.452446235679185,vegetative,8.256886883963832
+22.524157990790545,70.8332908586689,18.59988364839311,8.822431866211778,moderate,clay,5.621772694566408,31.526326020358557,poor,maize,7.967605497024741,vegetative,12.171919273917132
+19.601119301255338,44.848063770080245,14.503183025996591,7.997295867666999,moderate,loamy,13.367640707025105,36.98745294414185,poor,rice,5.741791242307809,maturity,6.490008044408874
+33.9112771997228,66.02837179501644,5.2911825599117,6.138194318131315,moderate,loamy,10.760845190394043,50.02453969996746,poor,rice,19.718932552112424,reproductive,22.78113024302541
+26.853948646976992,45.45472694987996,18.568414218878527,6.092702098134246,low,loamy,24.66285400978512,51.11201392643288,moderate,maize,4.683874261306553,vegetative,8.626084795089794
+20.644738803765726,50.00742123189883,13.348863523637496,6.553384222458771,moderate,loamy,8.48345916872263,58.850742677751775,good,rice,3.2140448448940493,vegetative,4.687572575203749
+30.41554945413188,56.4911217906519,8.281918654852676,8.626211153429303,low,loamy,14.9088981712898,37.87739000269483,moderate,rice,6.720347396742326,seedling,8.2276362100927
+16.0083463034613,61.751405924794014,13.604841690338612,7.93807639070046,high,clay,9.331964623616765,27.36077444825656,moderate,rice,16.339921961459677,maturity,14.77917863937311
+23.154256353206332,56.96195229750904,8.026256554875017,8.849959951567065,low,sandy,26.90387502161173,25.401385243676565,poor,rice,17.34672555877109,vegetative,25.0
+26.713924864778367,59.59173118727576,2.283675359759185,6.058262173269779,low,sandy,17.004968243883575,27.037078832178565,moderate,maize,14.92611633018605,seedling,19.36704087976108
+18.698958352735147,47.91532537729756,14.379574943537996,6.997192472146057,moderate,clay,26.195328418037693,26.191480096436383,good,wheat,10.365659230071628,seedling,10.462014677260768
+39.61636193977099,39.53790564135784,16.481752243414874,8.836574455167836,moderate,loamy,8.99996450200145,29.645998727769697,moderate,rice,16.448211583569332,vegetative,22.448507306834006
+20.227434114740355,32.84099863961037,14.576123980387754,3.858560481413723,moderate,loamy,28.25917997067667,13.744071056785652,good,maize,14.510808556800594,seedling,17.38665887370841
+18.25882825108164,41.75872334950006,4.582293355133531,5.552165442049792,moderate,loamy,10.853114083604629,41.6716236773818,moderate,wheat,19.892366422333357,reproductive,22.849394617130763
+20.08837184717241,64.91661849034699,19.13270026955226,6.965217895835096,high,clay,9.470590313916189,38.40206115380244,moderate,wheat,10.466061837937255,vegetative,10.138517973287035
+34.226528328993105,77.16692686818794,0.5050912338231184,9.321170058864812,moderate,loamy,18.950879779508828,33.0980446285721,poor,maize,6.19145174106954,vegetative,11.434537141890305
+25.63764148179607,40.15485584657367,6.653705947512812,2.126688088369,moderate,loamy,44.34878644081673,14.055264520676344,moderate,wheat,4.128824397832789,reproductive,7.077056833342535
+29.13539849381345,36.51332146635891,5.20184869069791,3.70058526538582,high,clay,40.48346313173138,14.660434640440558,good,maize,13.60913859358756,maturity,13.911749218372051
+15.525228924659018,74.95742163295502,0.9625245522970194,3.875604062090323,low,clay,48.16174110347078,37.25525876258743,poor,maize,18.887513492217558,maturity,18.19898706599895
+15.860782714332863,48.30949983223738,8.114593859773368,4.612901442094354,high,loamy,25.70878689733219,11.829018348491578,poor,wheat,16.360311301324863,vegetative,17.4037722079983
+26.14563874567541,87.08996635364115,12.46229680325549,4.254292963365431,moderate,clay,19.05986403633652,46.239446531646266,good,rice,15.448978185981824,reproductive,15.327499728269192
+35.41638108004059,72.85907823662238,17.651057269702026,6.721110284497909,high,loamy,48.69080293354685,59.688907106599984,moderate,maize,11.799157230317824,maturity,13.035388613573865
+37.130971967689135,49.605362834581854,19.793794323829403,9.084962114037964,low,loamy,22.179563522053304,39.8703449445118,moderate,wheat,6.06439871764359,reproductive,8.874127860906084
+17.167664189891006,47.372564867622295,16.161791728087962,7.095822728579115,high,clay,5.4096532797708905,46.17157410142048,moderate,wheat,7.662894080008869,seedling,6.557347681393428
+28.45907755252557,61.42190317627855,9.373610374256495,3.932212471634873,moderate,sandy,41.90488762152871,31.946799621547903,moderate,rice,7.796038311560864,vegetative,13.619205190299086
+37.83074215698176,34.74868009669257,14.474088519340611,8.910022800560675,moderate,loamy,12.614474343496218,43.3706165491171,moderate,wheat,14.305388600481049,seedling,18.48934618534534
+24.69931885994716,37.060590758717936,16.872475771792814,7.056366313180106,moderate,loamy,37.30605928553132,42.58901616492956,poor,wheat,17.558007327045818,reproductive,19.505080512683136
+35.73914578570921,40.55147287897155,9.306143928373627,3.7516969999032126,high,sandy,5.680485070356205,51.20454479490151,good,rice,5.327029368814381,vegetative,9.704485713417284
+18.342391359985903,76.48341559827361,15.701088680509995,4.893332297332026,moderate,clay,9.994557384925978,45.56697926898498,moderate,rice,3.5661100261083294,seedling,4.329913908125564
+38.38486224169497,60.83144155614735,9.653048366257536,8.31971845391826,moderate,clay,26.76035989831172,47.45247720167031,good,maize,11.695475516368557,vegetative,15.015784972183075
+33.785582938282566,30.634027366466576,7.729919817534454,7.911449451896914,moderate,loamy,8.055411191592182,37.831799689380105,good,wheat,18.262440258410443,vegetative,22.7387906105255
+38.53335981967254,70.41099164832653,10.521816755675223,6.6126589560451405,low,sandy,44.98839030591438,34.22574679637689,poor,wheat,19.340291062765907,vegetative,25.0
+31.91543083881266,55.42141071962983,13.517094752542896,3.1581400219244946,low,clay,38.74410775708538,32.935824689032856,good,rice,11.13257759549561,reproductive,10.255615114737637
+24.085098299985678,60.65114189782788,14.537641126371948,8.426314378516032,moderate,loamy,19.768339040907644,29.60054603155425,good,rice,7.245980603276162,seedling,6.048127285663863
+38.45452931311806,42.846974604776136,7.134725377842157,4.460340228421985,low,clay,31.88841864785165,23.301388166174625,good,wheat,16.0371841656865,maturity,16.09820859108252
+21.88916940772946,63.10693370364622,11.426405031120696,8.172783511993298,high,loamy,37.1987030863896,11.6655521888986,moderate,rice,5.878715731637748,seedling,2.9985381543660914
+23.304313051543318,88.74919438508931,18.19741748160894,7.18053092609807,moderate,loamy,38.99296348825604,43.55478164027439,good,maize,17.008161649355046,maturity,18.084080544629053
+32.52021045004351,34.40668146034569,19.5262580022128,4.1133622531481455,moderate,sandy,22.805417951954517,55.04805973628578,good,wheat,17.776952834542698,vegetative,24.881464159627715
+34.132907488134656,47.03504397986584,4.54496182367909,3.6989538250612535,low,sandy,45.44600993312868,56.524121881071146,moderate,rice,8.290791448608553,reproductive,15.77986134645022
+38.235087096228845,44.57985557164979,3.856623314266829,3.04727938606175,moderate,sandy,47.38031285211386,39.02808533506808,moderate,rice,6.1179015649735735,reproductive,12.153689925465615
+20.12006022640524,44.91295864507077,13.53371266857297,3.935569892704926,high,clay,13.807186305170784,14.706830413059675,good,maize,4.89211989889702,vegetative,5.890655578599901
+34.9499508804806,52.72238145392264,8.293677716468878,3.26263217959312,moderate,loamy,46.005745988259925,53.93321535212281,poor,wheat,13.367730326913692,reproductive,16.86004243917212
+33.46365133492409,79.08658708465005,0.4844467683627407,6.936409982302011,moderate,clay,37.07062299510538,47.38724411712848,good,wheat,19.691750168198148,reproductive,18.785204430646623
+16.594863906339945,84.77152139786324,6.937237412945683,6.7902649518180285,low,sandy,44.9662128861822,22.570552710759014,good,maize,10.602195834825356,reproductive,14.034641335789436
+24.680578530255172,42.1329052475384,16.13489486944504,6.689376481062378,moderate,sandy,24.11394207097498,50.17724704519247,moderate,maize,7.481349167164208,vegetative,14.051342903349884
+22.069136426502464,62.57699627688677,15.948538607663652,7.135118473798707,moderate,sandy,34.753889370661724,33.60039740350186,good,rice,17.06925139848148,vegetative,22.582019476487677
+22.61226060885076,68.21393832992882,9.893702976331635,8.51827627171653,low,clay,15.592090021351074,54.37965558361635,moderate,maize,15.126739184923562,vegetative,18.217523441199045
+39.57367198886752,61.30964846183069,9.451558697750706,9.308421692398428,moderate,loamy,38.79957885785108,22.380546638197558,poor,maize,4.25582576660434,seedling,6.067116389161134
+31.0694353369982,56.04458365181517,11.59014884868755,3.843004303214097,high,clay,31.178007641619104,50.04529603136617,good,rice,7.428636198659095,vegetative,8.79838341716322
+32.94190394483749,41.51853035155427,4.387934211271521,6.7021959213514055,low,sandy,26.64253003502309,45.59551578837555,poor,rice,9.34337395547706,maturity,16.8308667156837
+39.41544093287523,59.29316155195431,10.52087249781911,2.626689769978172,moderate,loamy,36.17067246228187,10.722058619934112,poor,rice,6.681467840776957,vegetative,10.81008615540118
+24.430044561440965,54.07288966267973,0.2209272011329677,2.961139506844761,high,loamy,29.85553720069508,38.16673044228435,good,wheat,18.00938015568903,reproductive,16.623537461375687
+35.04600421132015,77.73380175013618,9.511191095662674,7.234714503691124,high,sandy,39.4409692477888,45.77671389787883,poor,rice,6.179183386071964,vegetative,13.162857721141812
+25.863274082612385,75.81626154977971,6.721020925011851,5.892644493523607,low,clay,43.62962300668593,17.82053943263652,moderate,rice,16.482143368435484,reproductive,15.78017018046542
+36.738341795374495,38.03992087234025,13.497392118073194,8.06665669467547,moderate,sandy,41.027283700470655,36.59494677286466,good,rice,15.604058186689572,vegetative,21.3923461497176
+19.51643853278258,35.31114315378406,12.767071683052553,5.405419847924571,high,sandy,18.837798417991497,25.203895512269405,moderate,rice,3.2062448903306886,reproductive,5.800579120415124
+38.69215442660699,84.48923659365018,7.616717603656181,3.020787254663505,low,loamy,48.9253646103636,44.812645748878815,poor,rice,7.744090025298485,vegetative,12.309466829881716
+20.469292710271997,62.13050333786986,0.1454596295718313,8.976429230646604,moderate,clay,34.23835683106333,37.006990644322585,moderate,wheat,11.681822295812928,maturity,12.463295216321788
+23.155512674523287,81.46805623695545,5.045472587899209,2.663107769162578,moderate,loamy,19.555991423774024,41.072899716083256,good,wheat,6.726176243895152,seedling,5.487776547369801
+33.90480585266951,33.489067233984066,12.666957003783246,3.5117171402830563,moderate,loamy,6.916139387447217,13.626991866081024,moderate,rice,16.905366301686772,vegetative,22.039635250329464
+24.84387853913517,61.590936991297816,1.4474668603500906,4.215814927694808,moderate,loamy,49.46433843662712,16.88975700990041,moderate,wheat,5.286955772508967,seedling,6.247992618631284
+30.205284419161167,62.36559087457418,2.152848436669277,9.962244856523414,high,clay,31.95578270492476,37.604459034523344,poor,rice,5.832307192580352,vegetative,6.958486671285189
+26.11433752673571,81.642121952529,12.940700491341744,5.334878561407871,low,clay,15.239311812807957,19.05864410120012,good,wheat,13.003371105689835,vegetative,14.088535930885218
+33.55924842724455,35.85659989378245,15.115348018985843,6.013668243824919,moderate,sandy,27.10057105029559,34.934558560439896,moderate,rice,3.3998422918247706,seedling,10.626746142918584
+20.708281309215277,44.42673382055456,6.430994160254242,8.157574007790949,moderate,loamy,22.88932161264282,44.50146494638376,moderate,maize,19.882271767164934,seedling,20.691660121666125
+16.461449680921923,54.39229883322079,9.793461310331235,7.09132468271051,low,sandy,47.81143578638656,50.48858544537142,moderate,wheat,12.015280650820031,reproductive,16.580245387354896
+22.498234936826652,81.95048852519653,18.91422729967317,8.731365535530667,low,sandy,27.169742532842697,17.150340300407656,good,maize,14.07740235268044,vegetative,18.416768889856872
+26.85771662171076,86.33299890423402,18.910871243519388,5.89146766870315,high,sandy,26.81004494707711,47.0939433580138,moderate,maize,7.296668220078711,reproductive,8.456605917313086
+19.200501304816964,89.56347717561768,6.150055489268603,9.777421499945776,moderate,sandy,40.7569868475028,28.159304221635956,good,rice,19.228415836692168,vegetative,22.96666735069156
+23.86993224140972,87.55160918751129,16.199757500341804,8.374498892690465,moderate,loamy,22.591020409864534,43.94664849973514,poor,rice,8.683991367300685,reproductive,9.61229527022786
+24.99957545733921,30.356505350661266,11.878881056137176,5.2109231065061214,moderate,loamy,13.843325676953825,17.26423163155763,poor,maize,5.173208150862443,vegetative,9.413831897086332
+16.434796092206838,32.862500487232325,19.5096898670076,5.050174583561984,low,loamy,39.577941586816856,35.75875908649445,poor,wheat,10.733651238403288,seedling,12.182085181490752
+29.58268120460512,38.85640914945532,9.552271394221927,9.435929536353743,moderate,loamy,45.9548887077728,51.87811377473843,poor,wheat,5.16390548233073,vegetative,8.502235049126574
+37.10858569928219,50.93172580621639,15.494137360311232,7.475325086517738,low,sandy,7.057681197332029,15.321570982573531,moderate,rice,19.35660090563849,reproductive,25.0
+18.79357282382631,79.79508185921753,15.36274259229742,6.971469076205109,moderate,sandy,43.69550274108939,51.38403790952857,poor,rice,11.58479669469254,maturity,17.095698594011072
+29.94520033503785,83.55937172012884,9.948657352661524,8.062645099470487,low,sandy,24.70384381178663,32.638419787371944,moderate,maize,13.203918367147503,reproductive,18.407527334962293
+31.61848012277116,41.21006437767498,15.912602285946155,6.486670624893692,high,sandy,18.01100650457515,51.16358013612171,good,wheat,11.234939564163543,reproductive,13.793206077699192
+25.48336701048221,67.17984909718251,5.22080666613993,3.273334184685813,moderate,clay,6.763115172446419,57.91938550182005,good,wheat,6.955524086123226,reproductive,6.492372689244856
+32.52743968410675,85.04171910391659,2.4450607258045776,4.553723696627449,moderate,loamy,14.248524643592514,17.982630465076397,moderate,maize,5.895386969614921,maturity,6.749682110944974
+25.2682885872753,57.82390415587925,8.503274893106326,6.463558909671758,moderate,loamy,19.979141041330703,43.72848046963735,moderate,maize,19.412800528205786,reproductive,21.30381023906881
+27.615932199435875,36.21261431716704,18.87261313267169,2.145342567417336,low,loamy,8.180790916636953,21.754822693453026,moderate,maize,8.394599172329478,reproductive,10.39405217999644
+15.183826113860675,57.46881900507749,10.014892164050575,5.498805639705823,high,clay,13.49555292291495,16.777713768508836,good,maize,3.991312136964343,vegetative,5.031683671314452
+32.29300285336722,52.54769413728343,12.70518277293854,8.046423034207493,low,clay,38.15781990809577,41.40412980236742,poor,rice,11.579667281359097,vegetative,18.70023498264673
+31.53356697361811,64.65947976396042,12.483249118157506,3.3138720361301788,moderate,loamy,35.90873673048259,15.39918162243046,moderate,maize,7.148875814225469,vegetative,10.817764205174552
+15.960021933158616,56.31952106442622,2.6514573453906087,2.5164716012552457,low,loamy,39.64275127576642,33.2586285062019,poor,maize,15.009024805783934,seedling,16.166610598152953
+24.20625268487833,31.04075561122308,7.805937647544205,8.688233125821588,high,clay,12.436600114556642,41.79771701747505,good,rice,9.424984369744893,vegetative,10.88253981161888
+39.47579601979169,89.63986400482027,14.138779458437496,6.938190947706896,moderate,clay,6.93635749375741,34.98153639806614,moderate,wheat,18.867502750251543,vegetative,24.368975210087427
+25.51841406421542,62.61241426383425,19.439801971614525,3.412631779915712,low,sandy,26.08654420575925,44.853463868599086,moderate,rice,10.404933509556924,seedling,15.729485606217008
+27.54863512829604,58.41784532907657,3.360354765940523,8.45043984466555,moderate,loamy,20.425313079821915,50.07060014832627,poor,rice,14.49801917862026,seedling,17.95731213185566
+37.748253953992965,87.27704229024324,8.208837806782325,7.265035771897699,high,sandy,39.95298859792032,53.61232113739474,good,wheat,17.437414296824546,vegetative,23.22865843778165
+32.93154689664391,39.351622055224624,1.9018759960545872,4.6729541571875055,moderate,clay,29.24720416532608,37.993612786628674,poor,maize,17.680277638739007,seedling,20.927240052331676
+29.55175327810559,41.354256152714896,4.847529192985121,5.009570175693914,moderate,loamy,46.9031139456991,23.831523545062808,moderate,maize,12.414092513152996,vegetative,19.19453980270859
+34.94511703352681,78.48088494376701,7.535186866523005,3.2471053054963868,low,loamy,7.754287593281541,35.48309340761986,moderate,rice,16.66054078851396,maturity,20.228209922618912
+36.60915666139933,45.64986480150053,10.812864959047008,8.682044753669922,low,sandy,21.36543643819087,29.38443036909542,moderate,maize,7.2130088446378045,seedling,12.70413559053351
+26.42220179343167,77.95362637749162,4.611337644781619,6.072053213149936,low,sandy,23.23582706458966,21.296279479158763,moderate,wheat,13.24009223473954,seedling,19.08754953231041
+26.877709123295887,46.29200897451015,4.551253223573715,6.456152613149285,moderate,loamy,10.665024532701302,36.453366326189006,moderate,rice,3.564683297712555,reproductive,5.07386294257511
+24.65127339129589,31.991257813500088,15.556599582804076,9.06793532158198,moderate,clay,31.235714667128757,11.132743137665098,moderate,maize,8.675326026139432,vegetative,12.965769809139866
+39.16765350046151,61.02088343320296,19.252833258937624,2.1266449316247518,high,sandy,6.809110012808733,40.27824497282725,moderate,maize,8.878677866862745,vegetative,16.01481256001904
+32.42915635725876,41.80118604761168,6.472259355029124,2.5353845001863364,moderate,loamy,37.07263078483872,51.08018966785308,moderate,maize,17.85331138861818,reproductive,20.05056345289365
+17.080576655201806,75.47077757594826,13.759840372713604,3.29263185487852,low,loamy,6.684942234448526,59.97178602692387,good,wheat,11.051308488261412,vegetative,13.301040722800456
+36.57399058282546,68.47197799392889,5.161609227158415,2.240302504705165,moderate,clay,44.30624251745784,56.083953738200286,poor,rice,15.59091338700254,reproductive,18.793224614053237
+27.013998520906704,85.41616007867506,18.55904509931264,7.265249252995196,moderate,loamy,7.926213721039305,14.49079580388932,moderate,rice,11.009243205132462,reproductive,11.684860696513194
+16.718847660562187,76.97930143594415,13.458047203307968,7.071035745506566,moderate,sandy,25.535723668027504,18.121468984935817,poor,maize,8.336896518705995,reproductive,10.454709255674375
+28.742931379082776,40.84655729044361,16.053537092751398,3.6864152234318848,moderate,loamy,11.992342946983648,16.932231142996752,moderate,rice,18.971198818151173,reproductive,19.697924123520064
+25.429106974392557,78.00949419988778,0.9870808639832962,3.195251559093558,low,loamy,10.990501031769252,37.91757764203503,moderate,wheat,13.618524259197285,vegetative,17.05729483014146
+36.94373512156562,68.5042226888414,11.970119364812494,3.1654776110928537,low,loamy,37.45470601390856,12.296798309222131,moderate,maize,13.897729441078154,seedling,16.298172408238358
+20.099865090234683,70.1370985056375,10.552246627167644,9.625931306549138,moderate,loamy,39.84129688741292,56.84963669391096,moderate,maize,11.35021760234414,reproductive,14.338929405842515
+35.661615237304574,79.93577315820892,5.859938138230641,7.548036228997932,low,loamy,38.26395891882271,13.091833514308052,poor,wheat,6.157441580596947,maturity,8.732868565461805
+28.94221727963632,64.42944415133641,5.248599701146361,6.683430627720634,moderate,loamy,23.179633306915235,29.56252776713297,moderate,rice,17.193624587921644,seedling,18.800484307827137
+16.365257580336728,57.96021086118077,11.600496046339394,4.579894974440754,moderate,clay,49.58537167080097,54.69849087505221,poor,rice,15.55375928208084,vegetative,18.80297048393077
+39.29613253313711,68.19846212152368,14.129712700144504,5.464345583270317,high,clay,20.29860129139275,57.41891602463586,moderate,rice,9.489580859210283,seedling,10.826205624724295
+27.81538110258,47.877445737501546,0.6634551407037792,2.7152470495936614,high,sandy,16.037580251536877,33.264539276291075,good,maize,18.927688015365664,seedling,20.161008622157787
+22.27192135578956,40.95582786522596,11.348031638474088,9.985215104440012,high,clay,49.8427439740818,34.421577357388344,moderate,rice,8.846402259410983,vegetative,10.696840666431124
+26.73517104973145,66.99527028427478,3.4091905789325727,8.040683708573077,high,clay,48.977456237606,41.80885468482212,moderate,maize,3.662402177254384,reproductive,3.4134159937683712
+36.44644458793722,44.03090214512866,2.807254627722011,6.971625254625823,high,sandy,31.63261885181321,30.38194009090755,moderate,rice,7.435482710796534,vegetative,13.158488769773912
+22.622578109626588,34.794906560796406,12.462389761893691,6.702137561823058,moderate,loamy,14.406763022892711,26.23306522067285,poor,rice,9.266866660310656,reproductive,10.68755594453484
+19.816909912167507,30.033251075115235,6.217402344349461,6.03451497626538,high,clay,15.732448201386749,46.97135060732965,moderate,rice,16.943193916214867,vegetative,19.15896099730712
+18.22678117327204,66.49916408400404,8.817604662697281,4.059419421397567,moderate,clay,28.439845029174947,39.767915234114085,poor,rice,16.389714018232176,maturity,16.923061426190465
+22.44648495975528,51.72892700881421,7.199976188795459,3.8111232276778697,high,sandy,39.92464419197163,34.08355472984642,good,maize,10.351537777192664,vegetative,12.0980227079832
+34.50120217600109,75.13865824040735,12.966726403050474,6.396259657513795,low,clay,8.485436498136645,15.03936675575809,good,wheat,14.915067400215955,vegetative,17.97914397209008
+26.79065912988154,52.51058389878615,9.402395321329378,2.561606516463613,moderate,loamy,35.94516802418109,13.443081000246837,good,rice,6.881914062560234,vegetative,9.445613728309532
+20.6870400923385,59.1602068942936,19.26917324075895,2.595766390948285,high,clay,9.639988219603174,35.540761271923294,good,rice,18.14064988129737,vegetative,17.41185086437763
+19.15462499024373,54.425098368923095,7.047655182129306,6.486508825282801,moderate,clay,42.98498349844241,40.97158599254905,good,maize,4.043352893883879,vegetative,8.356360030291635
+23.31823691275948,69.03448746656076,14.805686805256704,9.358496385681914,low,loamy,28.94532000108413,42.87558620484387,good,wheat,9.77893934263586,vegetative,12.675421131879148
+38.49810932214272,51.368349720898095,5.145851351660891,9.314174809038835,moderate,clay,49.536234071120354,54.7445053960986,moderate,rice,16.75847445062648,reproductive,19.87122542172453
+23.57566781475061,87.82605899653853,10.175061852522935,2.0866264052863386,moderate,clay,38.88420045026766,50.81124318123355,moderate,rice,11.682726253046486,seedling,12.428310744311222
+39.70310189886588,86.16881919591181,11.05139503803914,2.859153725179598,moderate,sandy,27.375289582146568,17.0381119435225,good,wheat,16.83328341932898,vegetative,22.141002065792133
+27.130761394133906,80.88167415943688,6.582185621254643,6.66462155006956,moderate,clay,11.35297172485842,49.72154794249512,moderate,rice,5.824988616612836,seedling,6.544289790852693
+19.47909795725377,85.21801623436488,9.435610578252582,8.787805774449314,low,loamy,29.407804373117447,43.81515715732037,moderate,rice,7.2824977341476,seedling,8.085133642945385
+37.278502294837736,56.94838130756346,5.585572757969843,9.63559269325463,high,clay,10.150013125050547,51.40144472308376,good,rice,9.781884385574786,reproductive,10.269163580038688
+26.508884328370677,62.18582380736953,0.1200156334796398,8.884657808366235,moderate,sandy,45.73230799469403,52.16772991219546,moderate,maize,17.60548254362906,vegetative,25.0
+32.741783587613114,74.52555555349467,4.312966032757575,7.420905082371647,low,sandy,15.353048718078766,27.276629189978028,moderate,maize,19.271697530785293,vegetative,25.0
+39.5927895802288,71.76875549631247,14.001283449864012,3.604200620713886,high,sandy,43.9415006082852,23.1634431529522,moderate,rice,3.965440133643344,vegetative,10.896380108123337
+16.25438375799935,83.44071573632826,15.41926048970754,2.580971791831699,moderate,sandy,18.67561505002879,37.631701412606816,good,wheat,18.98657623764688,vegetative,23.530982465236068
+17.41736399468918,72.97986163540172,5.604057342778399,2.3801262614851577,moderate,clay,14.985435526836302,24.93038440235628,good,rice,14.86958258156522,reproductive,14.96167796074731
+33.011418536568904,89.87308249370764,8.160859976361438,6.896614277003291,high,sandy,18.690626242775156,27.484267001467728,moderate,rice,11.225498759987996,vegetative,16.57026036143605
+22.0456250823868,50.91034798989546,0.7473132027722218,2.289508832122862,high,loamy,36.83993707580123,13.458003270987216,poor,wheat,7.144591640124809,reproductive,6.101881259664648
+19.607534923752475,79.97986453436508,4.741258021953612,7.913919651724405,moderate,loamy,28.634700604736217,59.56818625966751,moderate,maize,7.824833734514869,seedling,8.926596084322936
+15.984046995493236,71.85808936995986,15.584385667445984,7.699765898807753,low,sandy,9.836261932239957,25.46484797104158,moderate,wheat,14.29159069977412,reproductive,17.568778743488416
+15.546167799655043,71.48318671290112,12.119725405301145,2.6368865982134317,low,loamy,11.167655776670586,49.00366598616671,moderate,maize,10.1474570194242,seedling,11.298797802603447
+34.36214007799477,49.55013569069993,4.115410439087428,9.252978920294357,high,loamy,22.033835268642548,59.6579147320179,poor,maize,3.532771902269042,reproductive,3.418983321463396
+18.36083568423875,77.13610754538135,5.148839902448643,6.175434309002418,high,loamy,20.23445832411576,58.45630083019753,moderate,rice,19.42351090518347,maturity,18.497647264561976
+26.69301539927877,84.02256134085596,16.336040459791203,9.235508538701854,moderate,sandy,43.32809351327062,41.69415751270452,good,wheat,14.317309653925465,reproductive,19.25169366153439
+30.147420379487077,43.11290769123378,4.181684058898016,9.212880449506578,moderate,loamy,30.751393572042048,36.933072499178365,good,rice,16.414151307814862,reproductive,19.522942947460137
+25.70879501422116,67.52981022700224,6.683154516942624,3.5762725110969464,moderate,loamy,13.402174373968071,25.463824742240966,good,maize,13.934134619321204,vegetative,17.289548867503093
+15.677666308405827,53.52808974616652,13.287173833092886,5.044621023490278,high,loamy,6.275434961788792,53.075336340888,moderate,rice,15.136017780490045,maturity,15.406526723942008
+34.587537564697726,89.37288715769262,11.222247714161572,3.07701066803053,moderate,loamy,9.606339751086187,26.8997572177169,good,rice,3.666726165267326,seedling,3.8607319067202095
+15.262830613541338,58.72996894990089,9.217404104676286,8.199824081090565,moderate,sandy,36.51852575344825,15.33618978865102,good,wheat,9.61639937473888,seedling,11.479502109326802
+34.0472473594371,43.69921042781656,17.994821819594886,6.0329993243029,moderate,sandy,43.11937701624969,24.704919567153723,good,wheat,18.90189625847918,vegetative,25.0
+37.332612344703065,52.91145751330996,4.394209254301034,9.430460603159856,low,loamy,40.21421013072345,25.754866305454364,moderate,wheat,19.2683072459679,vegetative,25.0
+25.820998026429308,69.23030338899758,14.828397817259996,3.665721719010219,low,sandy,40.54439640087909,45.92426861790902,moderate,rice,18.63212151994112,seedling,25.0
+28.38856182744496,34.565362280974576,3.181276812363667,7.506941292153808,moderate,clay,16.743242573648054,18.477097936219074,moderate,rice,19.97894215251121,reproductive,21.48939605286212
+26.924584815441342,66.21611521327426,12.314676669642903,9.91389462218167,moderate,sandy,49.50887143317352,25.843161683742544,good,maize,4.198200311041418,vegetative,9.934388963434644
+24.73021546558597,85.87348555073388,17.412471268226263,7.323050094567931,high,loamy,8.888384156476281,13.829321225223431,poor,wheat,4.083299808638332,maturity,4.58300311759018
+37.18561338425901,81.02176725947103,9.158035709562755,2.550191462645701,moderate,clay,41.94929015878392,52.42005781568082,poor,wheat,18.85719588745485,vegetative,25.0
+37.348337766749765,34.060412199479,14.48589014382658,6.707394797561524,low,loamy,9.356777327653589,46.238772609733815,poor,maize,3.516988027976722,seedling,6.675114708239233
+23.395409116038365,89.60339272434409,16.407867059979765,3.4387419974498936,moderate,loamy,17.03890871132308,31.87435016187621,good,rice,18.04857062912029,reproductive,17.87374387480946
+30.37674385036745,71.92361542223276,2.720528497552055,2.244022219354523,low,clay,27.29363126751071,31.50076330446822,good,wheat,17.888310824538934,seedling,18.985299843974747
+38.17268905364661,39.73684945884142,14.1165379056422,4.679685578441713,low,loamy,7.400334684379841,18.31858990406797,poor,rice,12.20074654425011,reproductive,14.485274055523355
+39.05146247353379,30.74496535016541,18.396820479773524,4.128832664432526,moderate,clay,22.73771054494512,29.223656257774746,poor,rice,17.966159383613867,maturity,21.47051688005099
+27.72397601055119,40.27695817752908,11.527412197110884,8.310167190526034,high,sandy,20.75514719876905,55.34125872261659,moderate,wheat,14.692315809151,vegetative,20.709378663262108
+26.320620132108168,80.29055524114432,3.7224448905751206,4.989444328624804,high,loamy,34.12274367935254,16.932901156015696,good,rice,5.915984686395055,reproductive,3.8950956710486384
+21.967357898213145,31.298359496709825,2.5388506317788595,7.863670243081572,moderate,clay,37.31060435988207,48.25141912158131,poor,maize,17.349785577413186,maturity,21.01343389575113
+38.97179682976025,43.9888382170852,5.194706609334958,2.1299119355946514,moderate,clay,9.072288519384848,12.358791245878956,poor,wheat,9.817495036786694,vegetative,15.787737223550735
+18.570357611821684,75.43833572009252,2.0702653803336517,2.1184970674671284,high,sandy,6.7130815475407815,25.583977476123707,poor,rice,6.693379399262513,reproductive,7.412064743569465
+29.495739401193127,65.16663215388812,10.26788143170095,2.234507660380457,moderate,loamy,39.91510950642862,52.34687755250612,good,maize,19.611565315171404,seedling,19.851887408939312
+22.06375668796597,76.9641426216115,1.3940936541346916,3.754867534260644,moderate,clay,28.75961241946553,32.24918587003882,poor,wheat,14.64094309267297,reproductive,14.148112318742626
+21.975207258694915,74.76903022960727,4.468092492724529,4.991902280228493,moderate,sandy,29.05865390898808,45.134702045638576,good,wheat,6.149285137857784,vegetative,10.923952754738028
+25.124214684404716,33.03608322730828,8.798208878244287,6.862766424934836,low,loamy,49.13225020437737,15.177087931630004,moderate,wheat,17.798508503830263,vegetative,21.03703704585453
+39.96982339539136,83.55068514564908,9.47829500804043,9.887311086615782,moderate,sandy,24.69836892873211,44.17128703333698,moderate,rice,17.020569584476597,vegetative,25.0
+16.37415767099555,43.62191005693612,11.307969702939287,4.835276536114661,high,clay,13.828663466239128,50.95103220576182,moderate,rice,4.752154709146822,vegetative,5.736501694721159
+29.463545455088287,63.20354641378582,14.11229925501453,2.44527125405733,moderate,loamy,35.62885127325372,50.262293161154375,moderate,rice,5.154096461856197,reproductive,7.869244164771964
+17.06430395088193,68.65728939166672,0.9445727933093506,3.5592012933267894,low,loamy,41.70551276359091,31.943487596098933,moderate,rice,6.803539901631971,vegetative,11.241314757875523
+18.86302074976297,40.11769265310572,1.612419043515665,9.182814670518898,moderate,loamy,27.60623501775955,55.20705991156064,good,rice,18.29573819099781,seedling,19.56930533970482
+25.989073544322466,88.57387540205846,1.2171830360956148,7.595033521181671,moderate,loamy,36.13165654855103,38.74874879608957,moderate,wheat,15.3288267820101,seedling,18.67812782726879
+27.761503283661032,59.289357365238544,8.463006309298207,8.321606592308479,high,sandy,28.12691323199591,50.89358719447937,good,rice,18.325535121609803,vegetative,21.90375981841699
+21.4698102091131,33.4585617358436,0.8369588976586861,2.993345645382341,low,loamy,23.33085162913068,20.672965539764867,moderate,rice,17.361165887849207,vegetative,20.87860640296985
+22.911428271860405,86.23572268667041,14.921625336626525,3.0798959096600638,moderate,sandy,6.542506577164481,20.512025664017784,good,maize,12.059833499313982,reproductive,14.224467872842064
+17.174175506398328,65.17607059159609,4.460003620769557,2.897968060359168,moderate,sandy,12.818416190092949,47.71810979139561,good,rice,3.865992891589116,vegetative,7.80957024006106
+22.580494596106263,71.95159187888258,18.784249865799172,8.8573533144762,high,sandy,26.58953700840244,42.33175630341603,moderate,rice,15.254980153023656,reproductive,18.21627917034036
+39.1639609845136,61.51054739605345,9.728075101942228,3.6797408695488354,moderate,loamy,22.843785819140376,43.81549442152952,good,wheat,13.48846823058445,reproductive,13.987257951741498
+38.61768454181204,80.08427728661806,8.926515048844033,7.145213963037773,high,clay,42.92976956738302,21.82851417446174,poor,maize,6.947654097549933,vegetative,9.637331070720462
+23.371957253424625,31.988007731592653,15.610773852790006,6.1293309294660725,low,clay,9.880066665269052,29.9811317137264,moderate,rice,18.71530204073828,reproductive,19.46266900233613
+29.27134840696904,46.10270191662887,14.263079677859825,6.355119294990829,low,sandy,7.255739056676347,22.918984512937197,moderate,maize,14.678633821081153,reproductive,20.175061857899063
+37.73988477777361,58.178901384161534,12.146180818962858,3.563482867130146,moderate,sandy,8.921177049496071,13.40629647367134,good,wheat,16.641693421779756,seedling,20.30961567737933
+15.154595566022415,34.5962169788226,18.7029341250074,7.081968747631916,moderate,loamy,35.51417013451696,20.19705935060377,moderate,rice,16.193889753525468,reproductive,15.98214188941868
+35.2670892584398,72.35440015959949,8.44518521974154,2.3448042756666494,moderate,sandy,31.75130649527481,59.75821474428699,moderate,rice,5.158572447334997,vegetative,12.83729880178815
+38.70923881972297,53.61980484333844,16.17063351544573,9.94777821006103,low,clay,33.449914763567165,21.702097299615104,poor,wheat,7.753270231913773,vegetative,11.538549908239675
+17.283143358338926,46.36007941608864,7.60185891491637,2.2140712519418324,moderate,loamy,12.06146566024307,17.96466184129379,moderate,maize,15.943672515289666,reproductive,17.46528957104334
+19.036192150823027,30.202730808504736,16.766913485922096,2.4012523257268974,moderate,loamy,28.235874559772984,44.84383992519719,moderate,rice,12.920716777739663,reproductive,14.011624470156727
+39.01865756928389,73.18981870499722,5.1894925793193725,4.597179359133451,moderate,loamy,39.54515139616949,40.107221788305694,moderate,rice,5.123609509411269,seedling,8.395351303509939
+28.438503591008654,80.0285585323717,5.78534145672065,8.653002846156307,low,sandy,35.7744363132624,47.30065329921238,moderate,rice,10.197498818293797,seedling,13.374132328266574
+15.354915861793092,53.70243214088991,13.55739068034908,4.057513694213943,high,sandy,24.740951218473317,42.68365479990249,moderate,maize,7.065891568862333,maturity,10.39699604042539
+21.44079996908823,63.85307862200193,4.254265899035927,5.7754801103306255,moderate,loamy,9.657523100508342,21.14966974431083,poor,wheat,15.704298344741872,vegetative,18.048964101460808
+26.24859185672149,43.66119755577591,4.583083740508576,2.1438186494095435,low,loamy,44.179259626668966,35.04530208132607,moderate,rice,5.3394879561888775,vegetative,11.31677083150621
+32.32272277561919,67.33185877680799,6.105248580348295,2.6310345318691537,moderate,clay,28.67919538297929,18.832140523601883,moderate,rice,13.423792893553111,seedling,15.549355292085991
+33.329009453419985,30.728247498912037,13.578575393207515,6.863728388325657,moderate,loamy,45.03473419079149,22.676896432020325,good,rice,3.477572649029778,vegetative,8.304663273491352
+39.8855378231364,59.3186338259255,17.787761848464637,3.5548677555954287,moderate,clay,24.74150500976052,59.345882456261386,moderate,rice,14.746686278276242,maturity,19.095965215823643
+22.187779984593973,68.65232891044153,13.491353022539734,7.554036504156203,moderate,sandy,15.665586122192243,46.433997089666086,poor,maize,4.519166934040358,seedling,8.600587666297027
+28.45550254671188,85.09150639378404,16.556284886882505,8.283129400137417,high,clay,18.833585460852238,49.14252373689551,good,maize,5.18625590824467,vegetative,6.371697547922656
+28.33308869649013,52.880149027337055,10.871211793889394,8.802673595778266,high,sandy,23.816719732975205,11.50295800661848,moderate,rice,11.14990362927234,vegetative,16.13447393128093
+25.14113148618094,75.91141217886178,1.3784644269029056,3.070394703994581,low,clay,32.64004099355044,29.10669699054457,moderate,rice,3.18235004601124,vegetative,6.70618151997923
+19.229047346060504,65.86122179661004,2.009324230170013,5.6440683922554,low,sandy,39.600994471519314,37.762443854619,moderate,rice,19.626882063390784,maturity,24.633850384991
+39.43641407959606,85.62072677550483,11.087839567338309,9.576651599230765,low,sandy,15.918828433353356,17.483701015915155,good,rice,7.595673996584111,vegetative,12.628052498143916
+36.332929666664654,53.90266053956584,6.556019372842192,8.176668339554462,moderate,loamy,13.447486429798838,52.42732108177179,moderate,maize,3.081050453551521,vegetative,7.584343627059974
+27.45832570735593,49.14572039237928,4.411361472738853,2.9356830547691866,low,sandy,14.119645055344977,16.980010491685505,poor,maize,17.692640018753956,vegetative,25.0
+30.081135567100745,83.22851992164863,9.325138546052417,6.020001960147154,high,sandy,47.05249005551827,41.82527350025629,moderate,wheat,4.132210448408829,reproductive,8.216568095295969
+20.68152633899156,32.954664084497345,13.32993481808603,9.379044654710713,moderate,loamy,12.377698416773857,37.659360331329125,moderate,maize,17.86511182518223,vegetative,21.77567044846621
+28.59467675979367,38.183123576020606,7.699838954717169,5.520310444185487,moderate,clay,20.5584467242894,52.46566023064746,moderate,maize,16.578538326822297,reproductive,18.381847407682187
+32.3742533280369,34.94426607504267,16.050845143146834,8.69934087072775,moderate,clay,26.864042912711625,25.59053623140127,moderate,rice,5.057742895675197,seedling,8.420794895194177
+27.87917570966472,80.58659739458416,14.770464931427874,5.966749769508458,high,loamy,30.02915685295236,24.204185415330112,moderate,maize,4.922562012492688,seedling,4.573380553064869
+39.75712926462353,30.636445402219163,14.698297643191337,2.854493417966029,low,clay,43.61383145318555,52.320655462210254,poor,wheat,15.621621718630673,vegetative,23.49396623426574
+30.283541406193155,81.69942932982289,19.70379379354777,3.1828394084760587,moderate,sandy,10.079772954761866,21.070292042347663,good,wheat,16.348243725200103,seedling,20.24248928581165
+24.27434281480423,57.07606772227601,5.904599547432696,2.3734060224654376,moderate,clay,9.860602692344116,47.30206983158494,moderate,maize,9.388263932850116,vegetative,11.594131301866891
+34.30380069039595,30.24151673123825,12.894511726817903,3.562517924604516,moderate,loamy,19.23843424478479,19.557292849722582,moderate,wheat,17.899087895851835,maturity,20.539961053296167
+19.261562789541053,54.09871063272252,17.10956680320627,9.148912798963472,moderate,loamy,23.594065588558852,53.78477062994773,moderate,rice,6.373400800055336,vegetative,8.86046335613431
+24.612895342656664,41.20805046270213,11.59048867827822,7.201584367546054,low,sandy,21.819904788460217,51.9531771120659,moderate,maize,13.383494821462312,seedling,17.044812045637226
+23.673973759439647,67.46402924832978,15.790043522307853,7.910855479063288,moderate,sandy,22.635581268588357,49.37315246733174,moderate,rice,10.061650049256665,reproductive,13.563240457592295
+25.79517737769443,70.7615273952988,8.289043716798245,6.973291667146622,high,clay,43.31547504848819,34.57356398979245,moderate,wheat,8.672183118837792,vegetative,10.371112085385056
+34.54449564821816,59.25165422429999,11.809826913096092,5.092314337106782,low,clay,42.65007438631852,11.691961058841118,poor,maize,12.13821922278252,maturity,14.16666686072073
+27.104325804085185,32.4311715263802,1.1133278560865656,3.734889062368013,moderate,sandy,41.24755875392191,16.62326011490876,good,rice,8.147022372740754,vegetative,14.304619310084844
+34.850361256649066,69.36772826203212,19.715352116496263,9.404916672078643,low,loamy,38.98763005032897,32.830255126955166,good,rice,6.788090891682755,maturity,8.354115694312389
+29.41222257849665,80.52232701633127,16.000369628968343,6.118638252464172,moderate,loamy,6.817516920602825,12.182382220771787,moderate,rice,12.18865398881086,seedling,14.103880016003504
+23.55173586643888,73.21945663958408,17.37618143262899,5.848799049663515,moderate,loamy,11.722446622666048,13.17362214674336,moderate,maize,11.96651583111956,maturity,13.553607453051018
+35.249468592086814,79.79747513731911,13.885885562858922,9.968832708748366,moderate,loamy,37.94866895475331,16.27519188695547,moderate,wheat,16.777959716510498,vegetative,23.316511008667383
+20.95724176382729,42.03057141305325,3.7210006561739895,5.071439907107813,moderate,sandy,31.767976549803937,23.04233487801517,moderate,rice,14.060505156485975,reproductive,20.24390615926763
+20.609574494994888,83.33327637938896,0.6205688483606453,8.833002519137914,low,loamy,35.32750600519532,47.4661394723156,poor,maize,8.688026453748021,vegetative,12.097850636497553
+27.61257310137089,49.33160703887776,17.293132154720272,8.89875248253485,moderate,loamy,37.26191236636181,12.3991197380061,moderate,rice,14.688393594766705,vegetative,19.14837653877865
+21.521231149052223,30.804288855119463,7.926613074722462,3.861361682862365,moderate,sandy,46.011411937280776,59.18196976781611,poor,wheat,4.982818465830336,maturity,10.339143932504262
+15.227175873780409,80.60349877974424,5.277297520798399,2.7587175388012968,low,clay,33.58143253830565,23.69147602934857,poor,wheat,6.086122985475338,maturity,7.197467464753164
+31.20743818247004,86.5092761378836,11.233459176778888,9.804960925726911,moderate,clay,17.400534290400216,26.00988890174491,poor,rice,12.966647424827643,reproductive,15.6401094932904
+27.77734553680995,69.33349184504092,8.417970449514387,5.407174913084536,low,loamy,8.73571716596766,22.394244392127547,good,maize,12.466938006826371,maturity,11.489048186016708
+26.137945362329027,43.88619782780548,13.03331991375114,2.017762576081564,high,loamy,24.44381280895004,40.119538994124326,poor,rice,12.013557006360363,reproductive,12.241173304247727
+39.17421286545788,45.10466785695182,9.675864661090271,5.992142670631669,low,loamy,36.9432304450289,10.971331360655777,moderate,rice,13.781541711659806,vegetative,19.992406936414227
+29.27997959907284,57.99557240613717,13.944662808805411,6.954402909979603,moderate,loamy,17.68556303312954,14.67847628516213,moderate,rice,5.622404059857882,reproductive,7.758976073278336
+36.585789444734615,83.86986477608517,17.06846539018286,8.208705979584273,low,sandy,10.40356920761246,14.938871952394695,moderate,maize,16.621198586651182,vegetative,23.579260613672737
+18.486255905129006,38.97585936885351,3.9111402191157807,9.543536945789109,moderate,loamy,49.94340847105903,43.22662127492387,poor,rice,17.882296814519826,maturity,19.226142924106043
+29.23016157823569,79.55842017500922,6.588657611309737,9.321365031563705,moderate,loamy,23.849346436747165,26.476086880449596,good,rice,11.858237456084286,vegetative,14.553162640894085
+36.699490668272574,47.47816852230902,8.736311731412778,9.521086560438947,moderate,sandy,14.734165616399196,31.87470937361694,moderate,wheat,14.642187511717225,reproductive,19.44350999207367
+29.57764393199745,78.51517016574587,19.241168960552763,2.257001186075782,moderate,loamy,12.405017245557971,57.49866766870928,good,rice,16.934476838874165,reproductive,17.057543323961603
+32.95035445317504,85.21627185609232,7.306672270949706,7.694193070643742,low,clay,43.82520709547803,20.002143841100327,moderate,rice,14.054680302993829,reproductive,17.214552710056253
+24.301089195305185,55.64963231965921,7.6219969918525905,3.8068637024454928,low,loamy,41.882174521781614,13.509839417295218,poor,wheat,10.38611957280486,seedling,12.659463004061529
+17.311237925926665,51.90303924633185,13.069450459191224,3.500421497645232,high,clay,32.59942650782382,32.07116147909902,good,maize,14.614827424938143,reproductive,12.61105547529296
+26.447507378176788,78.13327913827811,8.383994197798986,8.402548548794002,moderate,loamy,29.623347998558096,18.20366062047224,moderate,maize,18.822786619040684,reproductive,22.2204134922613
+24.86198477097144,61.76897294276364,19.024474912792105,5.337037513383039,moderate,sandy,47.814755215475365,17.232857424409907,good,rice,7.871426342089505,reproductive,11.390647442602669
+36.676504559473685,71.06694290779183,17.889375209508877,9.332800606258688,high,clay,15.272043051098096,30.50660415295899,good,wheat,16.620626489166852,vegetative,18.223044918075285
+21.099882558811807,67.36975421767077,10.26817555551346,2.339480726365653,low,sandy,23.69271181843317,43.48255779427664,poor,maize,19.95542361127581,vegetative,25.0
+39.1683556883777,39.17333073868778,12.895504678956996,8.417446635897306,moderate,sandy,6.109925081963254,22.142595023005818,good,rice,15.969040201478467,vegetative,22.980076864257303
+38.9534529951124,80.6874216173737,1.160611237672411,3.0946752902607653,low,sandy,23.83653952248323,53.79819476028393,poor,rice,8.282155366850036,seedling,14.860389407583297
+21.190791076785967,41.74650668478817,13.914610560647962,3.412617612519876,low,clay,22.28974341038115,28.1223973483166,moderate,maize,5.0761170752011004,maturity,4.969372909017987
+23.70129888693301,85.93692864424685,14.144017458980644,5.818813724195992,low,loamy,47.72719577255487,56.70241311569728,moderate,rice,12.256937614715111,reproductive,14.278492225212975
+37.38889352184712,45.03427748532887,7.183985912864161,5.164719526982396,high,clay,21.120459599159616,34.61976391402309,moderate,wheat,4.976847454929064,reproductive,5.917849692366971
+39.16555552240269,74.03285839642452,4.393657672505453,5.889378449029368,moderate,clay,42.565516670618464,46.3368946583918,good,rice,10.848031296134304,reproductive,12.44328693673572
+26.0859775709011,47.07932360961552,18.30156803634033,9.520212176248442,low,loamy,39.49671467816214,52.45084297099126,moderate,rice,8.723845833789486,vegetative,14.341651302341091
+23.024926141022448,49.06712451521183,8.534098016102554,7.259111484508585,low,loamy,11.627242249234392,36.48599374674088,moderate,wheat,11.087661268285077,vegetative,15.278392354697631
+28.152350331288552,48.60011116693832,13.074122096034213,4.322475054736005,low,sandy,48.322275030738325,52.51617256451854,poor,wheat,8.352341588334118,reproductive,14.084034368649167
+32.19423015914337,74.873535241565,0.6665758995251192,3.38326969854276,high,sandy,33.39345875776456,28.899089332097653,poor,maize,17.36319787791779,seedling,20.35211256961396
+21.836862884374497,63.40890707816359,8.281343331536725,5.360370201047469,moderate,sandy,31.844773728410164,28.17020371935162,good,maize,10.430114365026258,seedling,13.290921886123735
+33.41182936547682,82.97714735084983,16.3451762202776,5.613128218141901,high,sandy,5.52674498416699,49.70316951157894,good,rice,4.782587722273104,seedling,8.154338838379319
+16.291433927866027,48.44236315224269,7.751520008014301,6.81035527919613,high,clay,36.46448571395872,22.063486235311693,good,rice,13.977956096206874,seedling,12.062208766601216
+16.23236231911041,71.51955132340467,12.063223202737536,4.128021628318144,high,loamy,7.503298899435938,45.85192455686059,poor,maize,16.232844243399374,vegetative,18.80529265671394
+24.657192628638636,75.17691597978664,4.197116009690789,8.140073976774534,low,sandy,13.342136533256989,13.854347855814517,poor,wheat,10.220329287441452,reproductive,14.0652327933628
+23.83682980151801,39.08892678179749,8.33051297679119,2.7876819638350527,low,clay,9.437944216426027,41.781253187958384,moderate,maize,13.295710273026517,reproductive,13.77849173523882
+22.890830384178805,54.03536143918867,18.552754361063734,6.483626908805236,moderate,clay,22.019266537178453,57.09548574545138,moderate,rice,10.584642480588542,vegetative,14.10278887659713
+27.27549406672275,58.96904966102467,11.329034994020745,6.98825322595289,moderate,clay,40.80701759597907,32.82329434660834,moderate,rice,6.416988772561897,vegetative,11.52476772233518
+23.01833955778928,51.34124339366246,18.03862918185863,3.6546526485211626,moderate,loamy,36.83216957119188,30.79825073559505,good,maize,13.14905596870708,vegetative,15.680569246569949
+19.806447961702297,49.32675575814829,18.040385989790867,8.60809080399697,low,loamy,9.801281448850911,37.02704312449082,moderate,rice,14.921724939944484,vegetative,17.158388566353203
+22.736738727215023,71.18519363985851,18.88295600848959,6.92345700166142,high,loamy,40.93075367527464,45.97830372451671,poor,wheat,7.236400388720055,seedling,6.3124096610285605
+39.37260682025588,42.95198385956931,17.907833201602106,7.165777717183783,low,clay,25.73812132279704,27.94181545746628,good,rice,15.06459513937459,reproductive,17.67325806255386
+25.277835424871213,72.56344471506773,0.0656225802060128,5.981948046107508,low,loamy,6.468385004962166,10.006500563539824,good,rice,17.619448273428745,seedling,18.90038396544793
+26.117819421458396,86.10265178344383,18.68029783163194,9.276753737410708,moderate,loamy,15.072190711845767,35.104235512605726,good,rice,18.59078374998384,reproductive,18.13819569156828
+29.413624748778503,63.91185127066507,2.749188781707528,7.551420651900996,low,clay,40.33334875855104,30.96390802910776,moderate,rice,5.932953323290258,reproductive,9.54509674290247
+39.58351921035566,66.68605420436845,0.7985250222230111,5.0546845191661,low,loamy,37.99848825154049,36.63515308365113,moderate,rice,5.844909316944667,maturity,9.833798843901112
+21.04003191089408,34.135962127445346,1.1077706915610563,3.9088471022726896,low,clay,13.475800541565174,45.76561406411759,good,rice,17.776990422846872,seedling,17.34667257166159
+32.032052763310844,81.8686142170697,6.978323903528672,2.568493398587898,low,loamy,6.709957919497599,24.1695526350506,moderate,wheat,14.639030332036846,vegetative,20.880310224077952
+32.8996173385431,47.12686723199193,12.416081705375872,3.3228866974428763,low,sandy,18.284087479365127,35.26298384232989,good,rice,5.206675117667759,seedling,8.98557702456891
+30.183110419826647,66.9030699317139,8.04622393037995,9.941463616669278,low,clay,40.77171037382754,22.669437514311227,moderate,rice,11.417101391519733,maturity,13.409310532695114
+17.2144584909161,88.74673018468815,0.5110856929875895,5.254135167933121,moderate,clay,47.2275716910702,32.96733182715729,good,rice,15.916186086799314,vegetative,18.10469541321149
+31.92180689568941,65.73015603436846,9.529652683494296,9.189497818219252,moderate,loamy,30.77985357178501,27.22695533510265,moderate,rice,6.384604690134071,maturity,8.649500391114206
+16.602367775904387,73.48256924786266,8.842614845407601,3.3645548550821154,moderate,sandy,9.0996734736269,28.45206504004339,poor,rice,18.47685259034964,seedling,23.93990400044948
+29.903566238747423,56.71917709342512,15.136985310032935,5.402886970726797,moderate,clay,27.59387698314993,38.96805253428093,poor,rice,17.721275831314273,vegetative,23.273600519028523
+33.48952943054357,33.62195061090344,5.592257968508767,9.68414773626759,low,loamy,49.94561174851641,44.48054959615846,good,maize,13.090642884506025,reproductive,15.009539628655045
+20.27424726549876,77.85596096938731,4.350623475887343,2.7290580113543994,low,loamy,47.24010556210373,10.63292486903434,moderate,maize,16.221549027675472,vegetative,20.310100551026203
+36.04055018856936,32.09993047583914,5.118779153532524,6.751874270500022,high,clay,49.69449517556999,53.83206197513717,poor,wheat,5.528725446780748,maturity,6.312323645747714
+15.758845138325109,72.03946973327125,6.07479645259696,9.353375205570416,moderate,clay,36.473661982319584,28.21677042756198,poor,maize,7.218580832512096,vegetative,9.716278177251253
+36.09532159145765,31.37529438897821,11.98329746734333,9.597466983634003,low,loamy,24.173985406614804,42.18051613980816,poor,rice,16.16333813093928,reproductive,18.097218175378863
+26.508226266069126,81.73831419460024,9.430509709041598,8.768059816894205,high,loamy,45.19083020424965,16.119621508995095,moderate,wheat,10.554408924121798,vegetative,12.76246266622632
+20.43969849829111,39.45816214997883,6.737891303581158,8.847475458881195,moderate,loamy,45.28312083701127,38.5728040294601,good,rice,6.0772881249345225,vegetative,10.399441440108458
+18.3444536248492,60.85628972655307,7.486283165673568,7.217463632939724,low,loamy,11.496417486624086,43.9229765283215,moderate,maize,7.93180187846694,reproductive,8.57667697726302
+38.83267918955932,65.82904226898884,7.4184732031795235,3.763384864759941,high,sandy,39.892363556523215,17.87190228881434,moderate,rice,13.577579736319796,reproductive,15.921958606971982
+16.81663968952892,57.45272444240473,19.448133894206347,7.845428355879358,moderate,loamy,46.36892837539716,55.6077401879602,moderate,wheat,3.698492054496016,reproductive,5.529221573019183
+19.97733549839814,50.44580936093323,4.659939761059051,9.827075715669784,high,sandy,45.43338545954566,47.87332035225565,moderate,rice,5.520578127876929,vegetative,10.34056949485418
+23.69555868582615,58.0688577708583,16.361231205445172,6.207468117382486,low,clay,36.80751278413112,36.69597802863078,good,rice,6.4432678503642045,reproductive,7.2801727915109264
+30.505871224028013,48.68494523286952,14.16421675176374,4.085578872615209,low,clay,29.181125092752342,18.30330179584505,good,maize,18.087046592748024,vegetative,20.803531015570485
+28.62002713190246,56.28734082485179,0.1114001120710117,6.587768542119982,moderate,loamy,39.95371689445108,53.2775684707725,poor,rice,18.090760052771486,vegetative,20.64944484473117
+18.14108731030785,51.53477945988184,19.86352436250976,7.524882849924931,low,sandy,28.22701286271725,13.43129843745435,good,rice,6.611702015315277,vegetative,10.469249481331316
+22.243199593455365,63.97228941042872,15.128787412671471,3.666242475395305,low,loamy,19.455533123742494,15.758577900581791,good,maize,13.169181113245218,vegetative,13.323832881877337
+20.9687942771506,44.27544973469901,13.648991727015826,7.75351478087538,moderate,sandy,16.652232217094046,44.90871188429189,moderate,rice,9.123060308733644,seedling,14.696655000716213
+20.33857136225853,89.31939329484075,8.106494153532747,6.699462871075135,low,loamy,29.329575109759595,22.69304257712292,moderate,maize,3.855865261864311,vegetative,7.563632434754694
+25.27860841199968,60.05219720292993,11.104061778285793,6.898799273184418,high,clay,25.51796962312885,32.96589497173273,good,maize,5.608513903232796,vegetative,5.7392146741167736
+32.60078631479142,41.649724644870574,5.065417913349403,4.447903437918673,moderate,loamy,28.60228706152247,36.94550614482381,poor,maize,3.089903161071077,reproductive,4.832873396981946
+20.436323305430896,58.624004974036346,0.7096681029139496,3.242134480889609,high,loamy,16.73136088417531,32.91170793686404,moderate,rice,19.73189642524309,reproductive,18.88990986150515
+24.16697199257453,81.98490777148945,16.720433168919456,6.987599162445256,moderate,clay,31.57624046644986,14.194682827877555,moderate,rice,14.045393582162877,vegetative,15.9234100485676
+24.772935671029057,31.308407587463737,17.929689873623435,6.689863913220575,moderate,loamy,34.79334888903014,46.87372193142439,moderate,rice,5.2544600875013545,vegetative,8.867172098230437
+39.411413235885256,70.77324714643733,3.2494127322847977,4.704097501710439,moderate,loamy,41.308200215711295,21.99951038803182,moderate,wheat,15.47088286065044,maturity,20.932188190710743
+38.86665892197672,62.87806780763568,15.74112191691466,4.367149340367098,moderate,clay,31.549434019831995,46.92658404360832,moderate,rice,13.409632105776575,vegetative,18.861736199342523
+35.003439568801895,40.17347966220813,14.823053465713176,4.7779556932982725,moderate,clay,39.023186106515375,53.264539284545165,moderate,rice,6.521612310259835,reproductive,12.001238595352346
+21.04147302047963,79.04858635829524,3.567500038721809,5.919066707990561,low,loamy,12.622339668502988,36.818691269483686,poor,wheat,11.382877039462365,maturity,10.87379785831873
+16.700932852291743,52.13307734244034,8.436576051495877,9.798557880889293,low,sandy,10.447821264313244,45.31882193046944,moderate,wheat,13.380693682696585,reproductive,17.340380009428635
+22.922603443015618,47.628121728930445,8.455158416682067,8.10851697620965,low,clay,13.083849068148526,11.846889303622753,moderate,wheat,9.152985332164734,vegetative,11.877737534700952
+21.669863735845773,79.68751151141406,15.19928516610497,8.813917913323907,moderate,loamy,43.08193048179387,11.837405852804258,moderate,wheat,19.296762721095572,vegetative,22.082093803436365
+27.64814500365985,68.31150277149987,16.753218115521108,6.045196551228249,moderate,sandy,30.026744867175086,19.858114446492344,poor,wheat,4.61037088409338,seedling,9.68214323344639
+34.443197751694825,83.89554502048946,1.89550242782742,6.208988894230216,low,loamy,25.489185418835092,27.919164574988294,moderate,rice,5.142786204574293,seedling,7.294578833810915
+36.458073471971446,67.79302222027196,11.25938469808406,3.634597291496221,low,clay,39.29717407010554,19.139192261519234,moderate,maize,17.562282971072626,vegetative,21.42396447595139
+36.12160213526271,74.44905947592692,15.234969938577706,7.768366690408627,high,sandy,10.583506198722617,41.74801347723616,good,maize,7.254991743181417,vegetative,11.080394392987598
+23.991889030576694,80.18675377557676,15.723811881303169,5.372672046325089,moderate,loamy,5.279358367844659,23.84438084654201,poor,rice,5.213848280483809,reproductive,5.843099943900455
+32.18085858651708,33.28437815459621,2.9598704886081784,7.93957487054169,high,loamy,18.993416444306224,52.28755126936401,good,rice,9.578369308417429,vegetative,11.26149006198098
+22.8208549381055,76.56293753216282,10.510102863015884,5.272443050501003,high,clay,16.200245032254116,38.03018996264748,moderate,maize,5.8620185360964765,reproductive,6.283277034074513
+16.52263858087957,66.82238891097461,17.15117412725406,2.868137497711265,low,sandy,18.82988733956921,28.90397666467849,good,maize,11.574173768937206,seedling,15.249125241671932
+32.53913164007356,34.170467790911594,6.370371531705683,3.384429502287068,high,clay,48.810620620692696,54.65390832423007,good,rice,15.472454597016114,vegetative,17.055814722713645
+15.245688814244696,60.5146753121229,8.502337978235943,8.492560624597466,low,loamy,30.548558425824226,51.41815307388615,good,wheat,15.845006160282471,maturity,15.223047250917634
+25.22956468646221,34.94748467903723,16.08717022672665,4.068931916471461,high,sandy,31.510035709850367,51.00175731022181,moderate,wheat,8.153528473437493,seedling,9.807873838288398
+23.23448173255189,74.15683210339334,1.786390423675246,4.1148353805365545,moderate,sandy,34.5051179508317,46.417562450310605,moderate,rice,14.731615868329074,reproductive,19.23145503905348
+32.334438462971306,62.790102833872986,17.189865797779564,9.43494472001865,moderate,loamy,22.897645947465243,40.71071682851253,moderate,maize,19.41269827846507,vegetative,24.24688507012684
+34.156136819009475,87.21441224473784,6.22313433461618,7.261084982934796,moderate,loamy,49.05391623889117,28.34116995985663,moderate,rice,3.1261378151004724,seedling,5.34346032785735
+22.60236589928209,40.988122294306194,0.029006331822543,2.9144604310748505,high,loamy,48.79676396056291,31.130021326827848,moderate,maize,13.988436363957428,seedling,12.668033788962132
+35.29067536112134,66.36200715122271,4.683182901127165,3.148682161055474,moderate,sandy,39.616039076233214,42.35619965173096,moderate,rice,11.493050811081156,vegetative,20.123396754530766
+22.347919012623343,42.69492807422948,1.7900128179101291,4.178939461762235,moderate,sandy,14.52614755838674,18.64356663065464,poor,maize,9.702147741290716,seedling,13.687540360496028
+26.158158999664032,66.84389908364389,1.8476981399248824,6.751965502613063,low,sandy,44.60885731531243,51.3907310722628,moderate,rice,6.556443199979032,vegetative,14.38778371168602
+33.17546317535335,73.35898214165138,13.85671468285183,8.022603759245381,moderate,loamy,9.541394760575816,56.9335110201447,poor,rice,5.108565959074375,reproductive,8.49920499270588
+32.32300573061971,73.33825975977231,4.279526712781296,4.195971547625576,low,clay,33.34526714839373,14.899430307077267,good,wheat,18.655547399150656,reproductive,17.53160209664001
+39.684211807805,78.9044394409566,18.69484725953965,8.965136299319717,moderate,sandy,25.574681370237577,11.122784052790117,good,wheat,3.517289792538851,vegetative,11.034031367710206
+20.629025605398297,81.21301367749899,10.32889093182608,2.8734414310731884,moderate,sandy,6.764705287715051,17.135008729609325,good,rice,10.988083098702669,reproductive,13.542410420838031
+31.55794783848956,34.63630357603062,9.201965159098371,3.660793344345437,moderate,loamy,45.67581546056509,47.99513026361272,moderate,maize,6.482050606350212,reproductive,7.636257378926746
+30.24204770689444,50.596029424344245,8.685670364403034,9.76371936914302,moderate,loamy,48.24917800347473,15.391327952836782,poor,maize,5.503865792265281,seedling,7.415071859554841
+37.87746136225075,71.22735122158835,13.851752793432636,3.0779589092292614,moderate,loamy,45.83275408245358,28.612477781028574,poor,rice,8.994198461194944,reproductive,13.049197088602526
+18.90905354112188,59.915177243472726,9.045255250472168,9.104890461790486,high,sandy,13.66100592602721,13.156180797181277,moderate,wheat,8.373910066117615,vegetative,12.669727860882851
+33.794954089673325,41.440556805287486,2.5720071245038367,7.631480603232763,low,loamy,19.984185557298144,31.627858452703663,good,maize,10.84999855327538,vegetative,13.668231295715348
+29.20671540671921,63.16257421000188,17.60344361281513,2.5846967251336537,high,clay,48.00798247618259,40.19295343157764,moderate,maize,11.383405695058542,vegetative,13.772997578106246
+21.86664674469764,54.44613916596863,8.567906978513173,5.869654631199551,high,clay,9.789077483918897,41.42548000874571,good,maize,11.57403156292765,vegetative,11.574704140388596
+26.860872853679357,53.40229665925831,1.4800915139900497,6.151834825158451,high,loamy,31.24871345846284,35.94576729722137,poor,rice,5.242571609604319,reproductive,4.187747950568518
+23.344414926744943,78.58522304613983,10.587319749955222,9.4571170513267,high,sandy,26.848511852598595,56.9053955481948,moderate,maize,5.902321503620307,seedling,7.220654146429137
+29.48283506971152,54.45590002993087,12.946937169114069,5.36883674461735,moderate,clay,11.83543836814214,36.556826525826224,good,wheat,8.510752153393213,vegetative,11.62304492476266
+37.22501527036665,31.58727032882545,5.511649283155171,5.574108923714207,low,loamy,44.89598717507597,52.9619011475759,moderate,wheat,4.37358807424852,seedling,8.410696859220698
+29.23262461030505,33.483800333465474,16.006808153476847,2.8998700382910263,moderate,sandy,11.036949338731668,59.65128724406329,good,maize,17.166226270446025,seedling,20.84812185238917
+30.793060458164604,81.37464250149722,13.395516920747276,7.1133805075013,moderate,clay,31.67181323688028,21.48726990821128,good,wheat,4.660621971398406,reproductive,5.668206123770439
+27.96869617786773,87.63604860075128,13.00682338528867,3.687175807112773,high,loamy,19.318139705436835,23.27677082747237,moderate,maize,6.881665838871937,maturity,6.021530275964139
+16.279137661136897,71.30456018734245,8.416499057355884,2.6202660657896546,moderate,sandy,23.80915130796259,36.09347667184021,good,maize,13.833346921444258,vegetative,20.11963217992181
+20.82146392190236,51.86209764600481,19.23830602822576,9.975352000566351,moderate,clay,14.511182640307249,19.118919129601167,moderate,rice,18.81535469017114,reproductive,20.36072570385096
+27.300043235802068,86.31601894768365,5.483783358984953,4.157037023702442,moderate,loamy,33.11010794294658,38.20625342288631,moderate,rice,5.290046339952056,vegetative,7.321983888580016
+22.75588209361762,69.76818518254416,11.554110020309052,3.128425321030432,low,clay,49.49048682165465,44.21949534231472,moderate,wheat,10.464228203891988,reproductive,11.013689346529024
+19.544089944029857,80.66001295196025,6.181103149452351,7.595922996777411,low,clay,42.50943939534091,13.01987745067941,poor,wheat,8.050734817800851,maturity,8.889733966490546
+27.60332104796096,75.95113824222057,14.89609505943108,8.573457247375215,moderate,sandy,35.744263545946964,44.069745137279085,moderate,maize,11.161486421600634,reproductive,17.196769744198352
+23.07024483619626,52.748358946355545,0.9558296774024287,2.5126199450107736,low,sandy,39.037157628764085,17.97334297156373,moderate,wheat,10.449125087005848,maturity,15.880711038032375
+21.452691079335366,58.72213205104713,0.9178773575009846,2.8431464597582963,low,loamy,42.76790052145388,24.9659303761323,moderate,maize,12.81945316874201,vegetative,15.71701527803513
+26.59963543600952,41.16792926208597,16.217219390375828,2.7213905886563667,moderate,loamy,26.264619277779097,46.940491074798494,moderate,rice,3.7264962495760954,vegetative,6.397750542694541
+18.33210645205433,47.52084602644405,8.685363221273422,2.375674426580089,moderate,clay,30.51698925992715,18.179499799092543,moderate,maize,17.093793493661487,vegetative,20.221227430924007
+38.19364332688518,76.6875396771913,6.823601092007115,7.27565182907427,moderate,clay,45.296723989351385,36.58415240567589,good,wheat,3.562300082008962,reproductive,4.431877186100116
+36.69255244798097,83.6387035129865,12.150537243506768,6.706505517914913,high,clay,36.317630034520604,39.45876531073563,moderate,rice,12.73147426243952,seedling,13.35907988676058
+32.69051464351338,73.46762539508471,14.03798687737947,7.302453252479464,low,clay,11.121044242453236,18.21789365816869,moderate,rice,16.839658898460932,vegetative,21.30748745670111
+17.655345689711407,57.9104217993983,4.0240269368881325,6.045337306193448,low,loamy,40.07910922376976,23.739072283338764,good,maize,4.959866579620542,vegetative,6.914417764942642
+34.396931361742325,35.19055613638485,3.708624828094631,8.540061483244653,moderate,sandy,6.021784259909024,40.32319608671643,moderate,maize,14.590194486298556,reproductive,20.53002056768925
+35.19893320272547,33.41687692190689,19.16301495519763,6.373346419988604,high,loamy,43.138714698142245,33.05992537905618,poor,rice,6.576410851420567,reproductive,5.5993886153327255
+34.19411544285845,52.45953387677123,11.793286127691388,9.349975478397,moderate,clay,40.47346950279695,42.99906670672751,good,rice,6.377936042084366,reproductive,8.02849800594753
+17.849147177981028,57.82930312605978,7.802329545885362,5.8851882600319465,low,loamy,42.38356934776482,52.73584405134837,good,maize,3.757790341837392,seedling,3.895068679584511
+31.09769892669412,66.5472373327978,16.02883389339013,8.325269289692791,moderate,clay,6.061664571348438,16.751701197189313,moderate,rice,9.26087649123243,vegetative,13.12018993518453
+35.858119893734965,30.389371283219837,10.503179175558344,5.258882829469073,high,loamy,48.76019753550528,13.53163569974243,good,maize,18.17516431717668,seedling,16.559209553934206
+29.433835030491693,89.38337342797838,4.833256207491628,5.481791158211543,low,loamy,32.635941247992264,43.336328441856,moderate,rice,14.974129115712142,vegetative,19.556071878502745
+31.160184380702223,51.836333004242576,4.134706112831477,8.791936361903335,low,clay,41.002177693266646,48.53218235097057,poor,rice,12.667115934965755,reproductive,14.984095575759392
+26.459086985657656,80.88567982806728,7.937185323396434,2.8612786828613066,moderate,loamy,30.495159651696834,32.465349430823906,moderate,rice,16.916033382786903,reproductive,17.930809501102168
+28.217682997101317,62.09800233992426,17.19791720519759,6.5193420398656645,low,loamy,20.28871922786477,29.695473484391595,good,maize,17.204930595805575,vegetative,20.01424013039045
+15.85942145879313,37.82636727200079,1.2289583208851784,7.810691742230285,moderate,clay,18.326676531808893,39.83859285609951,moderate,maize,13.090333389105178,reproductive,15.346864267265216
+30.974075549332117,77.8539331520713,4.370520015095263,8.003364923336429,low,clay,8.147028088209662,37.57269761332226,moderate,rice,8.275859781278205,vegetative,12.084910994275935
+17.03618032227898,72.58962449519257,17.863036377051827,6.731948217359803,low,clay,29.41317244715965,34.508534555922495,poor,wheat,17.96937629554659,vegetative,20.68868632510844
+25.875364858505584,61.64616509575368,2.43469137938501,5.584515873276111,moderate,clay,11.461511984434631,50.93525641187563,good,maize,8.94754715570118,reproductive,9.09346341724876
+22.3163774416852,60.873185480026805,12.592514365283368,4.086259550934062,low,clay,30.53828230742683,18.675023001589278,poor,maize,5.942877324697218,vegetative,8.316403461246571
+28.63569875529283,35.24877634505568,4.270227362420503,9.275409882832978,low,sandy,33.121229987716646,44.06044557751924,poor,rice,12.508583769982,reproductive,17.925613513916495
+18.33540838808017,69.35093691443245,12.117336950237767,4.958303580170603,high,loamy,24.89363140859948,47.06698697290878,good,maize,4.435322160014813,reproductive,3.700157569106556
+32.29108504933296,84.67470934525798,7.662083336884642,8.391936708266766,low,loamy,12.034617814142628,55.06510052486927,good,rice,6.587222266482092,reproductive,5.690965484745836
+34.87528842321176,35.5946951532815,2.0335379286198374,2.25332490370109,moderate,clay,24.47183195147624,57.25501012906719,moderate,wheat,17.408240394163357,seedling,20.307459648484237
+19.083861243578912,45.81068703893429,11.649501351082128,3.857353717492873,high,sandy,44.540238841113165,35.39328141666029,poor,wheat,10.094738366977344,vegetative,15.346288666798376
+17.607827183797053,84.13847840652593,13.66085494169172,4.764678343072981,low,loamy,25.61215067196644,31.682000808861986,moderate,maize,11.305729123834578,vegetative,13.059747517237064
+18.637887069683977,47.0606345891876,13.605452379316056,7.372592506481634,low,sandy,20.422825616467694,35.195428200728614,good,rice,12.15865987402906,maturity,15.240135882746564
+36.92818904746254,69.23662033079557,12.740688181454193,4.554646457295128,moderate,loamy,33.33937812252286,46.628963138034685,moderate,wheat,11.38037226437827,seedling,15.259336671802982
+28.204731543908903,62.089089896588646,10.004495618710916,2.330910406554457,moderate,sandy,32.84880196145524,10.858568438733986,poor,wheat,6.704588270359297,reproductive,10.393150043728838
+26.681524900187565,65.77965630023172,10.389452337186514,3.390940128432129,moderate,loamy,9.0777424149448,18.707196772620215,good,rice,18.5732765845479,vegetative,22.63056194721928
+17.667795477558858,54.94733409463519,12.712802196159192,4.073322818954608,high,clay,15.64207557876472,55.38331605971013,good,rice,14.545843023622608,reproductive,12.141804296395186
+31.238900168924044,47.99948823322266,13.80518723493282,3.4083798394865523,low,loamy,27.248211379055903,19.771734014536964,moderate,rice,14.068009949915478,reproductive,16.277608122077215
+36.69998979737725,32.912007043780136,13.097534776627702,3.629796481129067,moderate,sandy,21.484898275619784,21.424167881954677,good,maize,17.22341684503614,vegetative,22.538616695279
+35.70464673308632,74.65685635764984,11.738911298269034,8.151655525386836,high,sandy,19.398061020215252,56.97321683795772,poor,maize,14.5023649669339,seedling,17.672469043787828
+30.651367724520032,74.7656077316536,3.116779696082368,5.296269151603681,low,sandy,25.05711678673226,24.714016185288003,moderate,rice,5.058670675350653,vegetative,10.627810412299604
+16.881967916291842,70.2435444047234,4.212330769857235,5.241433957343402,low,clay,18.064134114102416,24.52213704584461,poor,maize,8.771432737046958,reproductive,7.653760326619492
+17.809925679400322,68.61802728717723,5.204480420706967,9.73285069327589,moderate,sandy,20.63622668707756,56.18544224452978,good,maize,9.351284850074558,reproductive,12.11229858010521
+16.232724677745615,44.62302793005158,18.393233141750045,5.573614703553602,high,sandy,39.81334068500528,28.754099701172777,good,maize,14.426512780494178,vegetative,17.215721295057435
+21.436980412311733,31.340696025977472,15.18790183593933,9.42126506025916,low,clay,27.960394553643592,34.697100970177246,good,rice,14.98774658948316,vegetative,15.63729060285308
+18.391536679009445,78.52292381312638,11.057336390737564,4.3925047857334425,moderate,loamy,44.27851524720485,38.020367185473134,moderate,wheat,12.459699950417022,seedling,13.705679402609984
+21.501201006310847,59.468312141749614,5.041138570880936,5.205010079233385,low,clay,47.6852115702897,53.41412389997511,moderate,rice,9.797449568890574,reproductive,10.043877930941846
+24.62645139297404,48.4102878421571,2.2178304648834235,5.170266848539697,moderate,loamy,46.49347855053247,13.878571384619018,good,wheat,17.896364312559957,seedling,18.520624849841937
+38.57456960177839,36.11591440683421,17.975184519599495,6.368630658517155,low,clay,16.416999169100016,23.04281175977533,good,maize,12.433668344315306,reproductive,14.928954695367043
+30.259401494542303,33.763295454083305,17.85332031645834,6.673978326831618,moderate,clay,26.279866841758206,39.35040482344056,poor,rice,17.00532787859131,vegetative,19.575016967438856
+35.87434464207406,50.93200330771064,2.213911913913831,3.985000232338151,moderate,loamy,29.07734823118087,31.73063877454112,poor,wheat,18.760170759324843,reproductive,21.795035736011663
+32.7587875178083,78.28422388601643,15.94433332192992,8.34867400333695,high,clay,43.34858396168738,23.91403718110561,good,wheat,10.188552496636545,vegetative,11.809802821296795
+17.812578263165793,85.12342496002984,8.932901386198253,5.97220763741434,high,loamy,30.155930093773705,30.48211296789922,moderate,rice,7.943048943282212,vegetative,7.713233558149567
+33.39801015934872,83.80508187678387,6.479338656610802,2.05634842815046,high,loamy,16.372197075732913,58.31213176549252,poor,rice,9.32433364358889,vegetative,11.471440891445408
+21.877472038978112,85.2000500849793,14.782090724174145,6.7307250665334415,low,clay,29.63926012188519,11.051628253247744,good,wheat,4.406680023817071,maturity,5.041405319109864
+30.97769617486766,84.46352058776057,12.286590821214611,8.384475532233091,low,clay,6.992802240956905,17.348725135465074,good,maize,8.956719346511903,reproductive,9.329324260599568
+23.524049341074715,61.63348509602375,15.600602151866749,4.003733902523663,moderate,loamy,42.536181671500096,10.932758379518113,moderate,wheat,11.60800801969186,seedling,14.368337311439216
+39.94180658161648,43.16493831341423,1.4865772126587418,2.302968074895408,moderate,loamy,30.4699718512043,39.669832946288565,moderate,rice,6.49982127775921,seedling,11.482242291492405
+21.588786987419446,77.88279497020923,6.371740399149129,8.45742924520578,moderate,clay,34.327274428195935,10.646843761903638,good,rice,6.02657259872905,maturity,7.273431749498763
+21.97826176935674,42.822778491154736,6.386337008334715,9.810213727773018,low,sandy,14.042260847674708,32.700798798987066,poor,maize,8.388931082181923,reproductive,12.620666999859967
+38.26680638905996,46.03243660539415,6.595061845755311,2.612508917319219,moderate,loamy,30.116051457975228,52.95981059345528,good,wheat,4.71156127606505,reproductive,5.504215364585914
+15.616110115908066,43.9952593093529,10.049597452876109,9.50429445860577,low,clay,28.878660065504103,14.86024948383767,poor,rice,11.383005420410631,maturity,13.109116349203708
+32.41722469682992,60.89894422174835,5.660276061618948,4.874195295808496,moderate,clay,32.883392626542395,28.258702774654555,poor,wheat,13.803113821989214,vegetative,18.284913396590635
+33.13315976839695,49.30965049014479,8.887672201750394,9.5315168687047,low,loamy,43.1339023070536,28.89989605688054,good,rice,13.002195954420142,reproductive,14.209884756928854
+35.909464435259984,39.24936297752049,7.355551862308316,7.190714592019575,high,loamy,39.40423072587796,28.11271319452437,moderate,maize,7.763809785175497,seedling,10.884223375222732
+39.36098276596188,57.190404713632944,14.705920960410223,9.121954499587307,low,clay,29.60934840798574,46.37310225075432,moderate,rice,17.631456332201537,vegetative,22.82778006580057
+39.39004797891632,82.43443432711001,12.070015913501004,8.286664200411307,high,clay,45.20313893024185,10.22047994808888,good,rice,4.86505862021879,vegetative,5.756222077047145
+16.631918939161597,64.23317129699834,13.072588646346308,2.2239819425650147,high,loamy,21.12882566944036,48.99825371313717,moderate,wheat,3.0265623651683806,seedling,0.0
+35.545983068822565,82.70013635325523,4.211677881652889,2.523540018600431,moderate,clay,27.1647869033164,51.95206679458437,moderate,maize,5.286046992889397,seedling,6.913843810984559
+31.157748341434534,41.75233110474824,6.510043306537787,6.205956840948352,high,sandy,34.22453016431653,31.57317821023005,good,rice,15.30702845806355,reproductive,17.19299322706479
+31.18355335932728,40.01843242035324,0.4233089522414857,3.036952158759301,low,loamy,24.834501035063788,54.35784978778212,good,rice,16.406924014358854,vegetative,20.52046860219906
+18.20874816536737,64.53462754190522,2.167494145863398,5.688273913257212,moderate,clay,21.2638196172407,29.05195066877383,good,rice,16.02887432237398,vegetative,19.08975147724636
+31.254679161141333,57.79973409277638,5.301084639777747,9.63704238851574,high,loamy,10.057741326322237,44.73613909774157,poor,maize,8.513676425892626,reproductive,9.1519946436373
+39.5620645150312,69.61035849881742,1.309274426040421,4.358058300435874,low,loamy,33.61547649912171,29.441244012292163,moderate,rice,17.872733218697867,vegetative,22.720279030897203
+37.795464238486176,77.6776074616069,12.05264800709405,5.911301710525927,moderate,loamy,13.66728643891548,11.89217105103875,moderate,rice,18.121458775550547,maturity,20.5944319938378
+25.978266520121263,75.07843773913058,19.962602318476502,5.074077040544555,moderate,loamy,11.221473932830794,14.17131864974534,poor,rice,16.941714915225145,seedling,19.14683655248686
+15.99869933215236,86.53567041951366,2.0163042813077703,7.038615713985988,moderate,clay,13.196880157081894,32.10247078700475,moderate,maize,15.529606433841858,seedling,15.477413470598735
+24.05733725000512,53.8953845494207,16.4246042533853,3.5507594452124707,high,loamy,35.98162236074479,59.50480466110226,poor,wheat,17.29820226019701,vegetative,20.02560937532317
+35.659757790013884,42.38320453489085,2.376324945302944,4.079514321074266,moderate,loamy,11.226165503749575,18.8778429321816,moderate,wheat,14.191314438505644,vegetative,20.49686018208157
+32.537477536629154,63.05475839687315,13.39828037592872,8.870142810912082,low,loamy,48.930620531501305,54.77909784837491,poor,maize,19.39035129924673,seedling,23.2358168017068
+26.48359138984891,36.64458721147113,12.863152061180344,8.490689790882707,high,loamy,39.134361937915344,55.96970935901321,moderate,wheat,13.71098342936642,reproductive,12.533514134274938
+16.377538378970776,47.33106739989789,18.054338696223983,8.313517510965124,low,loamy,22.67306185462096,30.482440925091677,poor,wheat,5.807406762490384,vegetative,9.3176202493987
+25.672368195582564,42.47328331578867,2.2789122736102474,8.167356874543168,high,sandy,31.697723843464317,33.09127437233122,good,maize,6.104544219212143,maturity,7.5353758500513885
+26.725623492947086,53.793823007824855,6.308889321637956,5.675499947692632,high,sandy,5.343198939737038,35.14102211649882,poor,rice,10.320863195729778,reproductive,11.693484378647954
+38.2138883223534,36.67299450013292,1.8155952070937145,7.831126180257666,high,sandy,43.00393713030393,48.52034241449238,good,rice,15.230847213716174,reproductive,18.11679831713445
+31.027152589553985,31.91050467288587,8.147666516088677,5.097638542976942,moderate,sandy,17.20452060634418,16.186218363550765,poor,rice,5.386658822740562,vegetative,12.780339679328772
+22.791322916366223,69.4076402778019,18.2318634711489,2.8056766415158414,moderate,sandy,8.23476671862239,26.431863403886847,moderate,maize,6.310809799985831,vegetative,12.432284333664082
+28.132956611268035,66.61493869738828,15.630463021237125,5.146997133191139,moderate,sandy,39.11535052334584,18.535116908889076,moderate,wheat,4.31194346501273,maturity,11.065048940585914
+16.651382695554002,72.50153616231967,14.458002008906384,3.269304353823447,moderate,loamy,19.831174819011324,53.920707556957474,poor,wheat,5.847696258316384,seedling,5.258587237750051
+39.31420589124342,69.62318641628065,10.66055009725404,5.126813445060077,low,sandy,30.53935211914372,13.525903771885195,good,maize,6.7420546710837375,vegetative,13.405146469917783
+24.001497548268148,36.85768086854301,17.66971484671046,4.379401722903093,low,clay,42.98141971858574,47.38520761004443,good,wheat,12.495233617380554,seedling,13.209361794821785
+26.946683872828395,47.46473288253878,8.988835964826567,6.793285336543399,moderate,loamy,39.91691122967502,31.987058282542776,moderate,rice,9.603469476912808,maturity,9.177500693119908
+23.882099355923067,37.77159659402114,2.993713342012765,4.892323323987387,moderate,sandy,20.15765565650735,45.73020733418314,poor,wheat,4.594834470697411,reproductive,9.660880336406308
+32.062793252905,80.57834412291379,16.751704462415585,7.644717307033427,moderate,clay,44.091346393829305,54.49476288842827,moderate,rice,5.693109675518103,seedling,8.316181330961413
+31.555803958239824,74.8142193213314,5.592766561034537,6.097173448381195,moderate,sandy,22.49824615219432,26.983115728454862,good,wheat,11.838377182120077,vegetative,18.57870661425928
+32.88305776322839,42.09162017509455,1.0726708204889612,9.3559382281232,moderate,sandy,27.50107198501244,21.350069843251248,moderate,rice,5.242177393793455,reproductive,8.324205209444141
+21.703580740298023,50.4785544293936,2.520760613375828,2.728203482803096,moderate,loamy,32.56064015670054,42.51092971829916,good,wheat,15.391195838640252,seedling,15.50182507211052
+22.891712029101647,87.99689953585286,12.181178323882964,7.501673509130658,low,loamy,8.194136942092761,59.87629161119041,good,maize,4.620020592077359,vegetative,6.035261769969205
+18.1312807774052,65.64956147277908,12.141639278423453,7.379175020560317,moderate,loamy,31.87237263291304,46.47542084644541,good,rice,6.233053611663491,vegetative,8.237927965657493
+31.387749296152816,78.06933583806943,5.203663421640689,9.605012379301606,low,loamy,30.98377583718728,49.78112039801495,poor,rice,17.892203032074313,maturity,20.587782201659763
+15.994928183391314,45.87546208612375,14.543602958919582,4.97241493634922,moderate,sandy,44.30725137138087,41.49286147104161,moderate,wheat,12.070744991146867,vegetative,18.46792521095408
+29.94205838808648,42.60317521075831,15.472803107990687,4.443503757697298,low,loamy,20.91487428440655,28.409172817048784,good,maize,19.815879285491068,reproductive,21.009646810609645
+36.74239712129085,77.0350157307929,18.41005252267237,3.3791475537092523,moderate,loamy,15.898490510350817,42.73221429443885,good,wheat,5.592446783527001,vegetative,8.924677413234111
+37.27080370724084,71.15234731388641,11.69874997356474,4.122308122842349,low,loamy,26.44315368227653,16.427511562142296,moderate,rice,4.316650058481451,seedling,7.454379842962853
+26.22594400924904,70.85867575270582,15.588467282951456,6.015126182041109,low,sandy,35.92992422910869,34.44090199625523,good,rice,4.289813306612798,reproductive,5.852378809802
+26.48259220532685,63.15807490975163,15.061993595432677,8.701703695679818,moderate,clay,30.28524067893051,38.65291154167061,moderate,maize,18.90081514632125,vegetative,25.0
+16.924229575200435,63.81470056659293,5.156180969343858,4.27429282784513,low,sandy,11.219300239235128,55.33749935082281,moderate,maize,13.934625898403976,vegetative,20.641226743071
+31.76912563607589,74.14185031837522,6.204518558753187,3.2619369332591246,moderate,sandy,20.655123340048583,55.98596655391486,poor,maize,8.730093387137991,reproductive,15.831671975692696
+35.531485509321136,46.20014886727172,9.569647915057429,4.17702776859335,high,loamy,7.870359354454665,13.006225484014584,good,wheat,9.52946026207977,reproductive,9.126056414215354
+21.116376365117823,51.16610795141735,0.3807793505849699,2.8074158002278766,moderate,sandy,38.26968410779978,41.59405642646351,poor,wheat,14.902810729526228,reproductive,20.04934968935943
+25.53252204083412,82.2982062312033,5.947955463154471,9.413563330463967,moderate,clay,44.73267452741275,49.81953725296253,good,rice,13.483267568110149,vegetative,14.10309393892868
+35.970983419131755,48.53191206072947,9.47765746688476,8.980993216177978,moderate,loamy,7.055285219642163,36.82242214077931,moderate,wheat,9.049059857048618,vegetative,15.82881358615731
+36.9280116915572,62.77857428275794,2.1613859056228746,4.467933735881219,low,sandy,28.644237097364822,14.783507825232626,good,maize,14.730232571649214,reproductive,20.6411855000355
+21.07949950660565,72.15836784040104,2.525517755502509,3.975902527454936,moderate,sandy,30.46910150188315,21.636465673184052,poor,rice,8.82408227373385,reproductive,12.262517753524696
+28.764265863534103,89.99548960999059,9.264734714746822,9.243178512519323,moderate,loamy,24.74725464506522,25.682198553477534,moderate,rice,10.690524721718978,vegetative,14.062303113428102
+19.81232876589568,56.11747988971992,14.619300631718623,2.014175610567648,low,loamy,27.62301810955092,43.1399705181116,poor,maize,17.463563423469594,vegetative,20.706239396341484
+17.546969103488912,55.68557259749663,16.67497861841366,6.804620223930773,low,loamy,36.9660530072991,13.27892456332054,good,wheat,5.01038522825842,seedling,5.109075826970365
+37.77801253479894,80.55530276602005,10.92627795009497,9.328030087565365,moderate,loamy,26.767653814459702,37.48100584878039,moderate,maize,10.35153657600293,reproductive,13.10696314765396
+35.512687605802725,78.33018667559179,9.494979750934622,6.068459911250822,moderate,sandy,46.384346027820285,15.446723654465702,good,maize,4.562441600990622,seedling,9.52348457086701
+34.000872545079346,73.86455290407291,7.685611369195104,2.023735676797071,high,sandy,29.33932089564542,29.75598939452104,good,wheat,3.65856330933484,vegetative,8.063998082311576
+16.21915797032851,57.79377824454173,3.858979848752124,3.7509714350812455,moderate,sandy,8.230849680531092,31.27781417345313,poor,rice,19.423271648509832,reproductive,23.74213363549689
+36.09321981775644,49.43634720964295,2.9312400562872942,9.379532751135471,moderate,clay,47.89960972840325,32.59189267623273,moderate,maize,12.563024803606536,reproductive,15.710275550521365
+25.951101897634597,66.52382895509092,15.83792903323616,2.136179393438634,moderate,clay,11.60648157611245,45.5434685951624,poor,maize,19.61075759869534,vegetative,24.921523642481773
+23.55987808239649,82.57339758789846,9.300132644246723,5.158238128505611,moderate,sandy,40.30069550069652,14.059820882306404,poor,rice,17.60082062618158,reproductive,22.97817563518747
+28.66190902563441,83.0266474925152,15.806404909595091,8.317957810663826,low,sandy,28.710755891231088,23.41211603378813,moderate,wheat,19.74983377160376,vegetative,25.0
+17.283831068088894,36.509900704226304,14.081660718012596,8.704727949480027,low,loamy,38.34016044211269,42.056488683333264,poor,rice,18.88854632397304,maturity,21.171598479341306
+33.91616373380997,55.70101702878904,3.8779182876675766,5.820863461029361,moderate,clay,28.104344788161377,57.1782778309664,moderate,wheat,17.947312765074926,maturity,19.91519872234288
+29.5608769222074,57.88331737192497,10.206145284224515,3.85987001386282,moderate,loamy,7.653659014967346,41.03987477517231,poor,rice,15.312127152531056,maturity,17.149503694269278
+19.66475242182919,88.6569220514252,8.880332608453614,6.797637741489272,moderate,sandy,21.87166683602962,54.1683056303469,poor,rice,15.48927513381676,reproductive,20.4502820543844
+19.705804994226146,70.67988091455507,8.477470121813935,4.110224252458412,moderate,loamy,32.930869191823675,58.420295876469496,moderate,wheat,19.0258610595954,seedling,20.86050649703793
+19.60621628931685,54.43478503572423,10.851420984076276,4.042114063967331,low,loamy,33.29969983397049,54.1952161841931,moderate,rice,19.60916268375708,reproductive,21.28395048552472
+16.42505968879835,31.56347315913558,19.64163802150876,8.460798107176105,low,loamy,48.786999898270594,58.610343768520586,poor,wheat,19.04844853247632,vegetative,22.84726998557828
+29.69496123429212,63.92310960595176,16.258011953414908,3.2341266823729047,high,clay,32.284611426809875,48.85207201485798,moderate,rice,11.214196406981063,vegetative,15.18517741223072
+36.0087044397127,35.764558538301365,18.074248632607837,2.0441718272159264,low,sandy,17.889760912818552,54.35781899727786,moderate,rice,17.908143065219857,seedling,24.09676087690766
+15.437455349684717,80.06699744086578,0.5927916635207509,4.694201736046793,low,sandy,6.954147053682163,34.57257699314631,moderate,maize,11.673752218836714,reproductive,15.418388799427651
+16.22511612428184,75.15111963422173,2.806727335850119,5.92779163996024,moderate,loamy,40.47868405012392,27.271953162904424,good,wheat,12.592276344191305,reproductive,13.337745380374429
+29.319256917173647,57.63054959449072,1.69527320449127,7.640643135162589,moderate,clay,45.01807054090354,59.98553149072336,good,rice,17.00874356863711,vegetative,18.81060393433795
+35.48739213465131,55.75264677250198,5.264620101305533,8.248922060834309,moderate,clay,32.6137118167439,14.88799520031908,moderate,wheat,17.111560221186117,maturity,19.63951235898152
+23.16847226421584,83.84033793412613,8.83784983933301,7.308153689069041,moderate,sandy,26.706962120927663,57.90993214005984,moderate,rice,17.005051360991608,seedling,22.16100026453782
+23.74035997019305,47.3075010250877,12.84106495311779,7.012071042535413,high,clay,43.74439329736286,31.543715002553306,moderate,wheat,17.082810466552402,reproductive,16.354146068930394
+29.9086624374194,44.94119772640624,10.01662532573204,7.32598977855548,low,clay,15.81602355663709,11.11916556836326,poor,rice,10.258187289330865,reproductive,12.850693377613306
+21.855322228103677,86.35184596954572,18.063678298262797,4.172212140648792,moderate,loamy,22.9429437631015,50.150821496139365,moderate,rice,12.01819634674617,vegetative,14.16514170738725
+15.665209151942104,78.55475020520896,18.797119177877278,5.058890583716543,moderate,loamy,27.844544939904093,32.210834376782216,good,maize,7.296582535960875,maturity,6.8407061394196695
+33.3807129525399,79.23753558403168,3.270419023949178,6.931492007996516,low,clay,7.2217677596398655,49.93430666917987,moderate,rice,10.878457860729698,vegetative,13.83465346546105
+30.641247823536325,41.711628856555535,17.0582584052957,2.524565282831783,moderate,loamy,35.986054781895454,12.240823523273132,poor,rice,19.33217201296013,reproductive,20.65997728357311
+29.51889997639148,38.59775948585607,9.63444408026602,4.362602800542845,moderate,sandy,13.485193978133427,58.70732508970958,moderate,wheat,16.881722864103757,vegetative,24.75123484723133
+33.54210322479558,31.561772989028093,9.066589426347686,5.251351558061224,moderate,loamy,19.9918933244248,43.55189773836284,poor,rice,9.165511445082547,seedling,13.082884387707338
+31.880770939050937,44.2224905351208,15.698786969691362,6.267525462831488,high,sandy,23.6521766256322,12.399809062447192,moderate,wheat,13.759623645643972,vegetative,19.546247372718845
+20.147049704458027,76.45142950285948,1.862810180897532,5.891856858887689,moderate,loamy,33.73296483265014,10.23233881200137,poor,maize,7.307940672030399,maturity,9.941380226412395
+23.812026173583774,44.40230512584898,17.64986254838293,7.74505502523195,moderate,clay,7.946781705836422,39.700078972973415,good,rice,6.521359462737496,vegetative,9.365910812072778
+18.152753541965623,73.74619701569257,13.417267090952294,5.787413403331689,high,clay,20.338778153913196,58.82496494301306,good,wheat,10.098832824423424,reproductive,7.121357219623094
+18.246425335447025,45.11449592204529,17.50523215315996,9.23303987059991,moderate,clay,17.34627814125924,36.199974477665656,poor,maize,5.920650616245809,reproductive,8.625734863691086
+31.90489365891348,53.7175498770403,19.88955155415245,5.042546737219339,moderate,sandy,5.06837399499422,27.69471904587833,poor,rice,12.43060663847592,seedling,18.636252186526157
+36.465002674562456,88.98973739468451,10.360089047145069,6.202973649409251,moderate,clay,36.124404854828775,56.946296776700194,good,maize,10.221528608039442,seedling,11.962125503234237
+39.06831459652848,44.68870387704813,1.86524395817858,2.0256831168162144,moderate,loamy,15.617072114740685,59.19768061969009,good,wheat,5.349383921310102,vegetative,10.70828077440178
+30.70867793873611,52.58223763789606,3.33047725861773,4.483823651569515,moderate,clay,12.489726332253118,49.22424031345189,good,wheat,14.908042748390825,maturity,15.582762619582509
+19.602533084023925,48.06523082791282,6.472364851086199,8.932583818511938,low,clay,40.90843682305168,45.89573769748407,moderate,wheat,15.25705659552859,seedling,17.401151918700304
+17.641258636223267,36.577499179800135,2.071058842694191,4.668611156770333,high,loamy,6.763923816786344,10.103185119757448,poor,wheat,18.13745851077895,vegetative,19.042528050020923
+35.32127428841895,59.39364852784949,16.306836522755397,4.025490666659696,moderate,clay,45.5107976467925,25.684132649363875,moderate,wheat,15.106080114234814,reproductive,18.04539930073504
+29.46891190899998,52.72143979998013,5.937357020655369,6.348295699537773,moderate,clay,35.910574803673896,56.258812244790384,good,rice,6.692484369492447,seedling,6.564591961247135
+30.457125525342995,71.6932251484368,19.517723760397303,2.62984078753658,low,sandy,12.728585633955449,28.40679039219388,poor,wheat,14.271036990089732,vegetative,21.882101824246075
+34.536552218867726,79.05567281709277,14.051828638637112,6.252841053203194,moderate,loamy,20.75463619672548,26.72897850628677,good,maize,19.59715600339216,vegetative,23.51857639156173
+32.58193069331129,62.65498286973831,3.4686074051111526,4.4293263859375065,high,loamy,47.74924093919684,36.859032810775815,moderate,maize,17.49094776004621,seedling,18.0430273052488
+35.861456321402414,31.931785325240213,9.520852938878804,5.0648231189951005,high,loamy,32.84800620007861,32.38931806982589,poor,wheat,10.375931445130398,reproductive,11.992979173635469
+16.405347636496963,67.1353413740833,9.33768443266642,8.330920034697158,moderate,sandy,32.39229365997666,52.93989394664546,moderate,maize,14.833154463376992,reproductive,16.58065801448055
+33.68801591866262,33.32344380125635,9.850233166672677,7.295712148912947,moderate,sandy,34.38819914506933,14.084803432111173,moderate,wheat,3.2756706271572766,reproductive,9.763621068357184
+36.27131893305239,66.98137941594149,10.713823412858712,5.568848744990743,moderate,loamy,25.823198998768717,42.93746764056093,poor,rice,6.722654937673573,seedling,8.36729979311194
+22.15337606145786,71.1017969561513,0.6234616463546172,6.620130504679516,low,loamy,12.528653593495289,44.85950935806321,moderate,maize,9.784102797129666,seedling,12.319730914614375
+31.01118184983132,41.8660576570511,13.726022514872469,8.134870042561833,moderate,loamy,11.79010002358156,54.00563812498094,moderate,maize,9.982817772903932,reproductive,13.59344392300539
+22.854051595924304,79.16076892330626,9.743835505768866,7.966269961569506,moderate,clay,35.928978997048816,30.78922022233597,good,rice,17.933106426739023,vegetative,19.03955435015451
+38.94927666206135,84.66510789444291,15.81930797737398,3.4825736844094277,high,clay,44.77735933228541,24.75026718097492,poor,wheat,19.814335580611857,vegetative,22.32203244468308
+15.835589310887594,78.78521784682917,16.30699146520861,4.407353775993638,moderate,clay,18.50948989932113,41.32804311838224,good,maize,10.731739276602948,maturity,11.403586028309238
+29.49482109582388,48.30655141272493,4.610702439834348,4.785895447728202,moderate,sandy,27.653160644421916,46.24625349350293,poor,maize,9.633858264107548,vegetative,18.44114595575995
+19.16258867623788,65.19858074673806,0.968458928535556,3.5003383200400355,high,clay,49.65070296062261,18.54896383212787,moderate,wheat,5.233479978719217,vegetative,6.942404246645093
+32.805505129428965,84.88890895147367,14.06467712224645,2.0972916320504336,moderate,sandy,16.572253835585098,17.908181234950767,moderate,maize,6.9793439410589935,vegetative,13.895721887676618
+19.397257085466556,49.239883573371,19.555255769277487,3.391738150310497,low,clay,22.559626784988662,23.18015701859717,good,rice,5.377106387926435,vegetative,5.495887270775304
+20.88458154745894,79.2016693359255,8.933159731618021,8.465954616651898,moderate,loamy,21.358471822633387,22.395866037940205,poor,rice,8.889840407121657,reproductive,10.9262627574055
+27.359270276143956,30.56850787570179,5.192256191871916,6.367363611139769,moderate,clay,6.466362627181654,47.53270533967643,poor,maize,15.704669238210013,vegetative,19.544116775520685
+37.87087374992196,30.21880216708057,3.1334378916696197,4.733264215897447,moderate,sandy,27.928263829284383,36.53512987607837,poor,wheat,3.372489116288957,reproductive,10.501302975095768
+20.29285930369927,75.58269962033805,5.748911947811701,6.866755565035718,low,loamy,14.390504892574654,37.38954266853634,moderate,wheat,17.815153509590875,vegetative,21.914537873116643
+18.606000527952588,75.68685492762727,6.558391027428996,7.918673002774334,moderate,sandy,10.786891867414235,10.735108297361236,moderate,wheat,15.285077499785922,vegetative,21.175439219470693
+33.97442079635077,77.33863127113763,8.477494868689291,4.835422264166901,high,clay,36.9687199721925,59.71287621905599,poor,wheat,9.266372258090955,reproductive,10.104636080379596
+27.515488308348274,85.80161027328974,13.10814246429173,5.728598732279796,moderate,loamy,39.45921997138628,51.48950387502788,moderate,maize,11.931281413696176,seedling,15.140236528571029
+37.79462780954428,37.07437870921705,5.463261121604541,2.5137057333609247,low,sandy,45.00011907546983,32.18322479353708,poor,rice,4.85227154121956,reproductive,11.03576560056091
+18.665363928996054,43.9190990990213,1.0195352693735191,6.776724289699834,moderate,loamy,47.03595767886743,13.344110961995275,poor,maize,16.242589806998126,seedling,17.10015766378567
+31.148197325575985,84.22349522242845,7.465572231454391,4.851256764417477,moderate,clay,44.10796820597459,44.71439909801638,poor,rice,16.287684695784915,vegetative,20.96945455444566
+20.821978653795377,40.634171866341205,17.112592323181516,5.468189180806301,moderate,clay,10.512260181144947,36.75230716735091,good,maize,9.428535127338971,seedling,9.393299603285197
+18.919010716290984,70.93375605459504,9.967030217037676,5.380804943575398,moderate,loamy,15.063297532070624,43.87694525846266,moderate,rice,7.4314456527806225,vegetative,10.734072104687916
+32.08573537893176,61.82778000244892,19.2956751549082,7.059274309940342,moderate,loamy,10.5113882619915,43.87887402864628,moderate,wheat,12.93895088023342,vegetative,18.559841206092685
+29.84211549771833,34.99162061109043,10.072430621774636,6.579722791635847,high,loamy,20.90860389250672,17.73671817425527,moderate,rice,8.486545809314482,vegetative,9.96548638593037
+33.87068645905828,47.11581971649197,5.517976338436956,5.376848382212544,moderate,clay,10.58323305282678,26.44049258462062,poor,rice,14.970179167195903,seedling,18.46152680616096
+22.73656441115456,61.22233298645807,3.866279944904292,2.1356401719258296,moderate,sandy,34.39747834764761,10.888002536623912,moderate,rice,15.114635425517108,seedling,19.15683007860661
+26.199291409554743,81.14100700103005,13.890489935711528,6.967700917051034,high,clay,37.25219715669352,59.113141180737294,poor,wheat,19.633447159082618,seedling,19.11456342365684
+25.136791908260463,72.45230937688042,10.727625715548728,9.036619792274616,low,sandy,12.181716180407946,50.323274642175136,moderate,wheat,8.99638883638027,vegetative,15.83314920030443
+39.60223659916285,67.31298968729598,12.079978579908827,8.156412572751181,low,sandy,32.97092226714453,56.440427943630695,good,rice,3.949622770326484,seedling,8.617225481643251
+22.306223918484697,59.76197339648489,15.102535786682624,9.852925058000658,high,sandy,6.03452329727714,12.206531859555705,poor,wheat,18.04362974325924,seedling,19.00052675964993
+22.37043095866917,47.92103902884806,14.51806928529786,3.112602704165707,low,sandy,24.546662125729423,35.017349803682976,moderate,rice,3.162027561476286,maturity,9.301672288218038
+23.863705220715183,37.15469467915567,0.8672660033645396,3.7801604223028296,low,sandy,17.840257433721398,47.37168753565968,moderate,maize,10.607572422865664,vegetative,18.756805216904525
+29.114852032258035,54.544562073965736,16.051438105900566,6.314139721775833,moderate,sandy,49.932269463550256,15.185237409606142,good,wheat,7.372973093346092,maturity,11.092696182706106
+21.30806860659363,31.711109634677555,10.654066141034228,3.887053618750452,low,loamy,46.5253078542392,48.854347812258446,good,rice,9.9758399417185,vegetative,13.223934332760171
+37.88224850948185,42.66335335601104,7.834170616295452,2.2763982502535187,moderate,sandy,11.640445525231996,42.37511362605959,moderate,wheat,5.966438195510746,reproductive,11.930334351560846
+21.642139121656587,55.94900255235959,10.750388525361409,5.218306209311569,moderate,clay,46.28168561294172,59.24776514758123,good,maize,14.465872063757674,reproductive,13.588398506655254
+37.39539328900487,55.116311140314906,12.2490289691465,4.30115787323186,moderate,clay,23.84554268270064,17.043289875663827,moderate,wheat,12.54719078450399,seedling,15.789980016201904
+17.586876591164618,32.65772585981954,2.99012619747594,4.110086765271062,low,loamy,30.94916574117909,41.46386441555895,good,wheat,9.870329624695602,vegetative,10.633537166729148
+31.41406755999131,65.34360921151747,8.3483079065289,9.625382536193989,high,loamy,29.01939917269109,57.35671811421973,poor,rice,14.296216683210364,seedling,15.393237970577644
+37.67463796095609,62.98105535119417,6.711724203763676,3.907632930123597,low,loamy,37.6770448290092,47.18347070529131,poor,rice,4.418530631813371,vegetative,8.853621124957296
+19.218735959955737,34.68625824125477,7.008178896360768,3.0354605694991825,moderate,loamy,20.073055716386985,26.807398779258936,poor,wheat,17.586868661701622,vegetative,19.56184879605167
+39.20817400248137,86.58978314762635,1.8266987681461644,3.002554063262809,high,sandy,8.135716380231296,15.962541672459482,moderate,maize,10.723043647923497,reproductive,11.150755520856892
+26.32208401038779,35.96296673705161,3.196869760004608,8.450592587908233,moderate,clay,23.793212290806355,58.18832503795164,good,rice,13.468292714723392,reproductive,14.113815129527062
+38.64287771102561,81.29004907424016,3.2366413517244275,7.718784596213922,low,loamy,29.50274977390628,13.595185849079508,poor,rice,7.703471434489226,maturity,11.075561204588531
+31.920501090751173,30.01858391490036,7.464494864432956,3.0358895645364976,low,clay,29.97112810463717,58.75842283610557,moderate,wheat,19.5252302704442,seedling,23.75483091851364
+22.53967174683879,82.93686570272298,17.88983089749583,3.7580249508862895,high,clay,40.66689337437353,25.175584981375707,moderate,maize,10.672514039932013,reproductive,8.362101993338067
+19.70756312292766,31.183183932258757,4.120547438418853,7.978744067548242,moderate,loamy,6.99016322442919,53.01555548009231,moderate,rice,6.1609916586845,seedling,8.829114944697283
+22.593376155627485,75.46872191352696,8.32385015349609,4.196931182676913,high,sandy,49.46424628950725,37.715588947722885,poor,wheat,5.703059739693428,reproductive,7.72055094694606
+17.325435231566875,51.701448678015176,6.232188305982758,9.852336601258816,moderate,loamy,49.575425130129965,55.629526471227614,moderate,maize,7.720616327861239,reproductive,8.87450210949968
+18.596699158583245,74.29300800817919,15.74766625102676,6.32456053296727,moderate,clay,9.455756994762623,31.330946580790027,good,rice,16.13545087414675,maturity,15.757970287664758
+17.61651100866203,54.10471232549871,1.002528646416323,3.5360637632807057,low,loamy,20.480786841392405,52.49019823195128,moderate,maize,8.235479992036442,seedling,9.445682329111852
+25.573588593538943,34.254475339910506,3.930867910717808,8.870467636101864,high,loamy,31.56398040618728,21.919253796484757,good,rice,4.399918267312746,vegetative,3.08173071168236
+34.889459406439656,76.05040172372185,4.212830847095887,4.555804367177881,moderate,loamy,21.799662333797755,33.33707595719655,moderate,maize,10.599412311528503,vegetative,16.043695242256568
+18.534588855408504,34.2751611192819,19.859256006264623,4.310458840515023,moderate,clay,26.943110951251324,52.31512272856589,poor,wheat,6.643200469898046,reproductive,8.98842850319564
+18.2580108293084,85.32722615767307,11.41550035932607,4.619529867611988,moderate,loamy,19.66677605250404,15.91808368436541,moderate,maize,18.655707066707254,maturity,20.584913201685783
+31.085723737933268,33.05844214749968,2.7791652876703643,8.145577985784302,low,clay,37.04599956300583,46.43171462179877,good,rice,9.34061876835747,seedling,11.106082841022152
+19.929574549201657,58.75951666629093,5.443982785531309,3.385703597727585,moderate,clay,21.380776003432608,31.843591425505853,moderate,rice,8.357934844962218,reproductive,9.556176325838049
+17.44025095272479,73.38206585104774,3.356441882458485,5.054286242087504,moderate,loamy,24.34488882863761,35.66074792879151,moderate,maize,10.62166985308316,seedling,10.163859774982528
+19.17121445513944,53.594787887522266,2.49209139238896,2.2466621822752835,low,sandy,30.9158481182892,38.95159609956307,moderate,maize,3.488162087481938,vegetative,10.317870648561929
+38.0932848969194,43.03400847554608,15.94364056815785,8.613012938796862,low,clay,48.61405682297557,23.78300444566667,good,rice,12.026424192578103,reproductive,13.943953550999394
+35.53678131940477,75.54545768376163,9.915052573207095,4.725750130456042,moderate,clay,33.88120107771209,14.8185949695416,moderate,rice,19.77525939019168,vegetative,24.57103216217469
+23.851614058877352,77.05768228732359,12.624202736975628,3.9853833584669953,moderate,loamy,9.361451722124514,10.932967626183896,moderate,rice,8.833450310543217,reproductive,10.888690371516226
+31.39551918318482,85.36169903726204,6.625024939839921,6.639145939003994,low,sandy,19.35052793396592,31.546105186850117,poor,maize,18.897468295081445,reproductive,24.1382912235752
+28.431891841700956,52.56990662586466,11.073901721346587,7.639935070011003,low,loamy,23.887154491908337,23.44353660670365,poor,maize,5.071069971703119,maturity,6.944541892315495
+31.9281065870641,60.37510406983961,5.151380650473943,8.503168297463546,high,clay,38.307821908481856,41.64650394439691,moderate,rice,13.029617335291952,reproductive,12.43870557672315
+32.06677881156898,51.78770657076432,6.160725498564696,4.782279563992543,low,sandy,25.109399829820845,45.79689389623,moderate,rice,5.88065980087025,reproductive,11.563606330511252
+30.718350376499824,45.42490931108209,13.04475888733466,8.498406801192557,low,loamy,34.65968989595307,35.187237292740726,moderate,maize,17.94623652817348,reproductive,22.037191479944447
+21.65253421343272,75.0619776922565,3.007002518384605,5.7190480029716655,moderate,sandy,42.77726403506591,40.94806586023501,good,rice,15.323158272302411,vegetative,19.135146993441587
+15.975160519070451,50.379110701017325,12.344437183349235,2.8091381403617994,low,clay,9.695191267261016,38.03730630231787,moderate,maize,17.876042909115593,reproductive,19.97289710621735
+26.38916954975272,55.688966519541125,17.044696328462546,8.770459861726234,moderate,sandy,39.45828109746704,10.228902555714388,moderate,rice,14.770884650627975,vegetative,22.56743755259455
+37.2743471172676,54.22041945744167,2.408464523615381,6.381078256836915,high,loamy,38.55109090257504,52.085096190908445,poor,rice,14.431766909908673,seedling,13.904890929153646
+29.2374314629644,72.75967353880475,17.94922561139958,6.819756575579084,moderate,loamy,41.88705707287976,12.978126348448978,moderate,rice,11.985830881845327,reproductive,14.790497729498192
+35.809776042547696,85.06773756664079,1.5889136059778997,9.499930157557884,moderate,loamy,48.02299113513016,30.51702115338079,moderate,maize,12.274966910958744,reproductive,15.023399366452324
+39.7906085740307,70.00536367844263,6.978184539117461,6.473211879514042,high,clay,18.93190889354644,15.55092513857366,good,rice,16.310629914653436,seedling,16.00618478910459
+19.090405103456902,58.29495576565395,12.21018630475989,2.044668245423912,low,clay,24.30592217210465,43.115697278863216,good,rice,12.73693547810353,vegetative,16.559240955087397
+32.29444097854956,76.75230688433301,11.188295202370735,8.964926728024821,moderate,loamy,16.820689958424182,26.279388213762765,poor,maize,10.35832283857951,vegetative,15.761566644355726
+31.857339342500616,68.45827944732825,1.9278214498886688,4.27800864258768,moderate,loamy,19.719753216128503,13.557608695448138,poor,wheat,15.028973343289286,vegetative,18.60199945973543
+39.49888618395696,33.63662142706881,15.97826335571706,6.01413536627203,moderate,loamy,19.842168155374026,12.267640901643889,moderate,maize,19.387596890778973,vegetative,25.0
+39.64001834882001,35.739815185130496,19.46306586290505,3.6390928204913617,moderate,loamy,44.13987584761433,21.857087546200628,moderate,wheat,18.46323774543147,seedling,21.15299642392312
+32.16696529310323,32.275016644418,3.624565783675402,4.375868547639787,moderate,sandy,7.830424295667495,43.363237815436015,moderate,rice,8.531690564464268,vegetative,15.55088936328161
+21.090369799554857,57.4089795723792,17.902619396309255,7.493190784536271,moderate,sandy,14.121437264367142,45.91107490876445,moderate,rice,9.577314355878691,seedling,14.272667929752544
+34.96389595326498,79.55120606033789,11.136188842235011,5.436586808303312,low,loamy,32.475119643741294,16.421520804803095,poor,maize,19.27724270748805,seedling,23.151837638656467
+17.675728355275954,48.784990161081126,18.718675424906547,7.017045044651097,low,clay,39.43376519317609,16.9556106850483,moderate,maize,6.958484950706521,seedling,6.750944086793487
+34.51748260429072,53.0496109855489,3.5217191683352222,8.588605530503607,moderate,clay,36.38196742926148,39.66134704772338,moderate,maize,5.172289818113489,vegetative,9.589752603530815
+37.75490310361741,84.56862650207344,15.840427863588491,4.726576177490761,low,clay,7.095905405684337,57.86331730177267,good,rice,11.099571650696044,seedling,13.705209757673684
+24.57083486921088,80.21420671899929,1.1956315089066227,6.546720306608328,moderate,clay,25.420747158156495,37.645553139098425,good,wheat,10.581110859505529,maturity,9.79522196829415
+30.76588237457701,69.9028867429536,17.66392893605453,8.220703146985091,moderate,clay,13.301311467091484,45.58710636403422,good,rice,12.313127405302591,reproductive,13.22208841762452
+25.753568302420657,46.00822692553508,13.483188443992674,7.720985542154997,moderate,clay,49.46639929768223,38.77079810526864,moderate,maize,3.543349693959624,reproductive,5.347964931207415
+25.94412637470321,37.02248896130661,7.4050956784486015,6.318747487854807,moderate,loamy,49.95013834392574,15.241789055806528,moderate,rice,6.507989175171726,vegetative,12.008714261500172
+22.759272227703,30.963529360806824,3.809336469957003,5.067068085818841,moderate,sandy,7.290434431291985,57.3232005344587,good,maize,16.64493473799987,maturity,20.43007107635133
+34.05324051125811,36.42064035626525,16.330661971344096,5.26001584986414,high,loamy,35.04758577962932,13.599246779919913,moderate,rice,9.126576487616948,reproductive,9.868976660983092
+38.40441410416263,47.55578661743657,12.064826427896232,5.465081695970125,high,loamy,41.58792232135412,47.99350714278159,moderate,rice,18.58142630166609,vegetative,21.10970813705567
+38.51877148086153,63.10740381476974,7.208317058960027,4.790764231569215,moderate,clay,19.615094103238118,58.96761141292169,moderate,rice,12.67018666914419,seedling,17.99606135572728
+19.369532121873345,33.840004965143216,8.876716496050324,7.592605079117583,low,clay,36.21363963104331,25.94986034019518,good,wheat,3.361579150121371,vegetative,5.384373534927909
+36.86859124141415,38.17366669910694,16.53085312144753,3.0033220181746376,moderate,sandy,13.445084066697572,18.581512225752096,moderate,rice,19.628800537924228,vegetative,25.0
+33.43578603567805,40.86484213847646,6.778543867137355,9.739632965738211,moderate,sandy,10.758161897276937,38.30871775621086,good,rice,8.389703784699332,vegetative,15.323996861924496
+21.32093501725723,67.91892557899837,1.792653562198574,8.231884015772321,high,sandy,46.63858175531995,49.75332820811535,moderate,wheat,9.271925947976204,maturity,12.443696719753676
+16.682115323037863,66.94738793880747,18.22564344406945,4.385304417334191,moderate,sandy,33.914107601698575,57.473752479242144,poor,maize,18.480941316539,reproductive,21.079592852837933
+21.69993167210945,63.04594358232917,7.746874793160692,2.340380554165085,moderate,loamy,41.76262581001147,44.68371270856374,good,maize,17.926194167247743,vegetative,19.775726608026787
+37.80520591953814,45.03008548175637,6.96775022230427,7.690425379031409,moderate,loamy,28.972092807206053,26.79365576190377,moderate,rice,14.64538250856406,reproductive,16.903261024672435
+30.829466872394303,52.26718147312392,4.087992377518788,7.874872359758665,moderate,sandy,11.96264105915019,34.71730789205513,moderate,rice,3.173861144265766,vegetative,10.169593731175665
+33.02636652244679,35.801382980264584,17.948451424566912,9.708980884220612,moderate,sandy,21.949483323637978,48.06002929421097,moderate,rice,3.060968024902018,reproductive,10.27908083204545
+21.4288087777274,43.587636225483294,4.350106673756677,4.02964446060132,low,loamy,44.67456288273252,49.39662118338708,poor,wheat,6.030206694702484,reproductive,8.89063376601246
+32.98470388937051,83.86231358835482,12.733457360027671,2.6618007216337904,low,loamy,5.702295991886973,13.721862448482687,poor,rice,15.962975489857577,maturity,19.011632901939677
+15.703037656948094,88.78150478614971,17.61530023216206,9.32107806174746,moderate,clay,14.322993442030214,40.68698303485964,moderate,wheat,17.194231627462358,seedling,16.471485703203466
+24.383033644325344,68.85957513841768,0.698272292064348,4.069192276902202,high,loamy,16.397896913336048,58.36850260538824,good,maize,6.821533622229095,vegetative,7.257943441331731
+30.66883371355828,85.00939752140522,16.575834106003914,7.772251578591055,moderate,clay,16.834809892914972,49.26283504169514,poor,wheat,4.337867557803044,seedling,5.979056757146866
+18.652414138533004,68.5645140240855,8.21198843379549,2.4852771026214238,moderate,loamy,9.43640126973408,10.36613929245931,good,wheat,10.25620627465002,reproductive,10.927715755519785
+35.57508936117337,31.991789166328196,13.159491505304237,8.084678439809336,moderate,loamy,43.16988620617316,21.24707850544315,good,maize,18.79135242067044,vegetative,21.96556950513666
+20.875782470297967,89.80575509918454,7.448091264511079,3.0162071770971237,moderate,sandy,12.17812640019389,32.25043881320322,good,rice,11.916308415892836,vegetative,15.777799369888172
+31.307027820461155,35.93713810119209,13.910325126949878,7.564690784332828,low,clay,42.33534736139843,45.31347340786631,good,maize,15.460124845215558,reproductive,17.092126760241317
+25.12992856438324,70.95850808670365,5.085898291153983,6.258744382827238,moderate,sandy,20.977779994938725,37.76233563374008,moderate,wheat,15.04494347878684,reproductive,21.061855204547093
+29.90108988694118,45.1701721844874,0.4386108487079254,9.643905043738084,moderate,clay,25.57931412414185,13.866392910271472,poor,rice,17.52071638722399,reproductive,21.127061549000747
+17.686263815722704,53.51886677441761,18.95575029575907,2.295341144618744,moderate,sandy,25.82828778222328,46.91342914441728,moderate,maize,19.731598795801474,vegetative,25.0
+15.422819998040184,68.7560510880563,0.3273552808016555,4.336389966400465,low,clay,37.09169699991336,51.93568409398456,moderate,wheat,19.665071689882076,seedling,21.828252201051505
+37.73911068450753,56.18924095846242,16.48198579267014,2.5560713386739504,moderate,clay,37.9084925340105,20.287891288650457,poor,rice,12.180658151965556,reproductive,17.02534751878926
+21.74075021917957,45.032763535867694,3.382751866449476,9.033581081917752,low,sandy,33.830961261666204,13.371181655541982,good,maize,8.669276487908306,reproductive,12.073649115360208
+35.49192506951148,50.06677121269948,7.844404572040558,6.751209229288862,moderate,sandy,39.81958175980255,49.5478760190818,moderate,rice,16.398790531099536,vegetative,24.002685937842248
+39.98375751180501,50.49288701539058,16.449847530121115,6.279756898863192,moderate,loamy,5.373643056413094,42.02231771954629,good,rice,14.943660245854533,reproductive,16.111605514429897
+20.28578144997278,87.55943427049283,4.118643006246908,3.051663136930478,moderate,clay,27.71646940395963,50.17520129483268,moderate,rice,16.32284329197694,vegetative,20.67051728069345
+21.62926852958389,77.91678095540706,17.314152110500714,5.912258058504407,low,loamy,28.58114048088273,38.32983800735754,moderate,rice,8.099764430625072,reproductive,9.311007389989982
+31.571494690866643,57.51292628876401,9.955178782038027,5.189629241406523,high,loamy,15.770292840088208,31.426894665418743,good,maize,12.913290416182054,seedling,11.08542318085374
+39.13621586501553,41.98925522048185,7.323069254345532,4.526014945112186,moderate,sandy,30.03669086444179,58.15388564526744,moderate,maize,6.148429151628724,maturity,13.164776654625602
+37.8953587047686,78.66096661575935,13.248754934726724,8.177511643988755,moderate,clay,26.02208163712439,48.99798776606788,good,wheat,6.731646033709667,vegetative,8.787181055732301
+27.57188800163962,39.43094829650241,6.827794439619151,2.490208318667558,moderate,loamy,26.24505389147987,30.59581231245151,moderate,wheat,9.276776568920448,reproductive,10.55958961537262
+34.87775706316812,42.62773302852021,6.94576717992714,7.173485818897614,moderate,clay,10.330273896108505,55.37590431863834,good,rice,15.078790209210457,vegetative,18.85761103964668
+18.393646327497528,51.960803510409065,14.670527818766065,8.583944249617694,moderate,loamy,24.58681422352589,59.67496230840336,moderate,rice,8.176451551333251,reproductive,10.378235143814562
+39.43595460510031,82.8208917511194,6.196644490782157,9.258458262882597,high,clay,39.4893827848333,25.411825711769545,good,rice,8.584629503631394,maturity,7.869089973363275
+39.10883085089967,37.90720011804662,4.0154529670885015,7.967332758043281,high,loamy,23.44954960490199,54.62383944491037,poor,rice,16.585216670748878,vegetative,19.8845212892266
+19.093223946979272,37.334051571271566,16.15292255993144,4.259645430865724,moderate,loamy,26.93742905960726,12.269873701055293,good,maize,18.52653382536144,vegetative,21.349158378052078
+22.485578120077665,59.63849929831596,16.107420674544635,6.804059684189627,moderate,sandy,48.53841852673021,20.7174501288009,good,wheat,17.279867232538344,vegetative,23.261074161097675
+17.503874937669174,46.58463246562048,9.951714074137383,3.131228887314842,low,clay,44.23029279122001,18.04561363262693,moderate,maize,6.141801099282312,maturity,5.351574622678374
+21.79293997245449,64.1236764988896,10.533112323259102,2.936484989958208,low,sandy,46.79150708082692,27.82967901289192,moderate,rice,10.781474124968604,reproductive,16.802661438185233
+35.39889473538017,57.098201080993405,13.921532515352771,7.108993137108117,moderate,sandy,8.495444782557096,38.131128902880974,good,wheat,14.954050612600987,maturity,19.09585653543705
+24.45789017913149,56.09754638107301,10.185485835248668,8.808861236673621,high,sandy,32.83613044829741,45.99899241672081,good,rice,15.106930557074602,reproductive,15.745193615300828
+17.20992417866896,36.7183782292196,8.34079917938465,2.5379850055969517,moderate,clay,15.053534357027768,55.14018985835714,moderate,wheat,9.746262302271528,reproductive,10.63167722030186
+23.55563811947261,38.46298141499041,19.897883865934915,2.84802985706639,moderate,loamy,23.190964382713474,17.92738165859391,poor,wheat,10.149043449587705,seedling,10.75533883251896
+39.534583356032,79.264714646811,2.9528085570511786,6.524858459434856,low,sandy,35.58875775001846,38.914175745774536,poor,wheat,12.81450409865612,reproductive,21.522456167988928
+30.742089881480076,83.15296425430466,11.854559584797212,3.7456948881547216,moderate,loamy,31.051170448566054,37.73466638345165,moderate,maize,14.525846619811787,reproductive,15.46333221347005
+25.404023660153943,44.08101197311501,17.717260521513204,6.894544982221182,moderate,sandy,27.75795416221857,32.92369326600574,good,wheat,4.248794823896887,vegetative,8.349717326363995
+19.16346283743175,36.80763009148615,13.744300823622297,3.716350602042719,moderate,sandy,41.65017964120834,44.72913236621996,good,wheat,13.960207152387513,vegetative,18.74687599916468
+39.65441993209237,33.20500031607064,17.618465981764768,2.9318557944484755,low,loamy,35.71693832253991,35.668055596183834,moderate,rice,11.708265850507768,maturity,13.961796968839517
+35.521225231578214,66.4978568245138,6.7266944070934525,6.364599857318619,moderate,sandy,41.94702978818764,37.50956989796916,moderate,rice,3.645916984738327,seedling,9.655077855707132
+22.036932561272984,72.92119275001232,5.439859525204785,8.897561104260951,high,sandy,46.9369510963301,55.16654991869165,moderate,rice,4.013135283016878,reproductive,8.129336808739971
+16.751717393029736,52.368599352192334,17.025447738042093,7.48097577720424,high,sandy,37.03868608808769,53.01361053237748,poor,wheat,6.389463926811684,reproductive,8.706159328448889
+16.415638934438952,70.78055204943837,7.882291523709211,8.549801100287716,high,sandy,22.792793651762132,38.866700043350086,poor,rice,9.044861830125216,seedling,11.317452035581958
+18.009453737638346,72.77752893357157,14.193646461146226,4.130681395120386,moderate,clay,14.575025724949873,17.81048282879306,poor,rice,15.933326271496965,maturity,16.715538814142807
+29.51921459036054,86.12053688381431,2.954971568282285,9.087829210376206,high,sandy,17.19118944112546,57.9350744472089,moderate,maize,8.35083690501229,vegetative,12.400557764054136
+38.219085530137306,33.89241827010643,15.116762507533494,5.016313396610165,high,clay,22.848353377191938,41.134996597876366,moderate,maize,15.9778506161364,reproductive,17.168529378319462
+27.418585700149613,41.53750339386479,10.979652980497388,8.819581342855948,high,clay,38.30409966966552,50.37373123533896,good,rice,11.462835781177104,vegetative,13.34393172241427
+36.07363706140493,34.11155925581929,5.372232798209218,5.769404721189809,high,loamy,6.806960285194773,12.751088766781551,good,rice,6.55841562463274,vegetative,9.682180929311142
+26.1471654964952,82.07963600016663,9.8900792791781,4.14286117888397,high,loamy,41.64266637849919,54.84126890856579,moderate,wheat,16.20877542334181,vegetative,18.04430677684648
+32.71458864419563,77.55522960201412,13.93887251679407,4.082070648214343,low,sandy,39.116071921138,44.67477662050909,good,wheat,15.277382427155896,reproductive,20.15078694756145
+33.296818432162524,64.47852423731034,0.2377281769476735,6.541343074917223,low,clay,27.47374938869662,44.27124448767818,poor,maize,3.612416189845074,reproductive,5.522519804938673
+19.34909264758347,35.01980460307099,12.74934117628259,2.6320821616547665,moderate,clay,22.98500720439264,15.505617618570518,good,wheat,15.49402884641467,reproductive,14.963537371037647
+24.03040147439529,46.39874151922318,10.831815565465488,9.440449556708067,moderate,sandy,10.071367346828278,45.64316424462737,moderate,maize,14.36565865622298,vegetative,19.70470680671535
+30.9325539134506,47.86319088351102,4.405723354934652,4.171707965588285,moderate,loamy,18.036570916182583,13.831862406029874,poor,wheat,9.383338180544108,vegetative,15.107090097351502
+16.767415204609154,63.644591760925024,15.059621479523935,4.684998542766842,moderate,loamy,9.933263301008507,12.791297928227166,moderate,wheat,13.699451711244958,reproductive,14.163764051042364
+24.038504694073914,45.48263364220293,6.069219692664023,3.866412429929862,low,sandy,41.849803187041445,26.26739657508997,good,wheat,5.576502392046402,seedling,7.697549176938392
+28.369986657029813,34.37759183477729,5.537218630931296,2.024063684485771,low,sandy,27.92020383761578,11.158481732225583,good,rice,12.991356422058807,vegetative,19.48603356702709
+39.90561232611597,73.84573811119796,9.424366979986454,7.540401894470382,moderate,clay,16.105405096775943,17.98126129717653,moderate,rice,5.935103911344653,vegetative,12.530569798233952
+26.863339065561014,47.94481269932468,13.522993568447294,6.724423208273788,low,loamy,5.814020683443465,46.30633713163912,moderate,maize,4.918227663466227,reproductive,6.753945412046677
+35.40141892785809,57.14245062139804,18.576919517525088,8.477156321576924,moderate,loamy,28.57644359027339,51.74627351215531,good,maize,6.413464201140839,vegetative,8.111099577673693
+25.801682126665444,37.65999809893832,2.827144862642079,2.328086187607844,high,clay,38.843919328015886,18.97607106217552,good,maize,5.063386743151506,seedling,3.4430504077543707
+34.90976806549273,78.15289820367477,7.929362415034673,9.429245157866562,moderate,sandy,39.49222035318359,51.164877075191335,good,rice,5.103468882205215,vegetative,11.551985187085602
+29.88537004050271,63.93191261544346,1.3397918502525985,4.6470955204829245,moderate,clay,14.64917918901214,34.026504781440934,good,maize,18.015726495033103,reproductive,19.46033855722944
+37.16488603755996,84.09513757259177,15.171014949434849,9.30455890004635,low,loamy,49.7777905267204,57.89473228163092,moderate,wheat,18.28472858837664,vegetative,23.93701976620458
+25.273563808752748,59.72829378392,8.954657793627215,2.857051856540316,moderate,clay,30.595096231569038,16.96544769210365,good,wheat,15.479228693636708,vegetative,17.98523476671147
+30.10761049553697,86.48554030907277,14.138582703763705,7.951364651757129,high,sandy,19.940316651835964,12.678239114447646,moderate,rice,16.298582804683377,reproductive,19.185814281778576
+30.750467015470683,83.51209226287955,6.443888479525746,6.6348658514586125,moderate,sandy,22.67634861821664,52.25399528848121,good,wheat,9.121332748826529,seedling,13.546922996398836
+25.434573545011837,64.58759138755403,16.886344828126468,4.865529722020672,low,clay,10.599658215704943,28.099277266948217,moderate,wheat,12.247985533624988,maturity,12.822430070011835
+18.60780109218704,86.0336062889918,10.696561564802296,2.6331391674641544,high,sandy,27.20101317558829,32.85850961021448,moderate,wheat,16.850195111181,vegetative,19.881838919400312
+17.33898517280839,49.38532483767314,18.8721564364731,6.837892078773924,high,loamy,38.89829470132808,35.58970029060659,moderate,maize,11.315167785667574,vegetative,11.828043531088923
+15.416788764990828,51.938529762252685,1.576292782880684,2.2115190645913048,low,sandy,23.42345438709173,51.25833639930487,good,wheat,15.52827150611389,vegetative,19.608741556662885
+36.83835660613036,32.72867707836222,10.285536490841489,6.01025679316806,low,loamy,44.00836958826648,13.800019037866804,poor,rice,10.198039757862666,maturity,12.17168225875438
+20.911872805967363,65.35205440583118,15.329104919953974,6.83366860634924,moderate,loamy,26.45385701090428,37.55621335446037,good,maize,8.88613240788051,reproductive,9.795952792944504
+20.287668732044203,73.315438195736,12.003052961472294,7.860189978300176,low,clay,45.52744209798712,31.528411959231253,moderate,maize,17.39685163374361,reproductive,17.48033852230908
+33.400885010651635,76.41115141452619,0.4638828085368551,9.930677073798767,high,loamy,36.64416942474973,27.01401535487263,moderate,wheat,8.655128349693246,reproductive,6.542729193412495
+23.000402827184796,38.9889771627662,19.446773566877617,4.080749708062119,high,sandy,7.475436571521206,27.40656103213789,good,rice,11.085264832546873,vegetative,15.481965640352549
+27.65111731029592,56.64954433875002,5.965273861517968,4.5791185709878,moderate,sandy,8.01578591181432,56.51703772928942,moderate,maize,4.838272933830204,maturity,10.55243130692135
+19.062776632436407,40.61179272563494,4.985557327327641,4.729162774471936,moderate,loamy,41.00478803374451,23.40562611516633,good,rice,11.668228434879993,seedling,11.607743067789642
+38.99364303654923,69.72764093125494,9.71319751213159,7.85266169487068,moderate,clay,21.05706706056053,32.73095825545923,moderate,maize,13.297019907748089,vegetative,18.96745745920261
+36.28953500043093,39.47678234530609,10.84316215046698,9.45455414604891,moderate,sandy,13.516028319685546,34.64011738694822,moderate,wheat,9.64116191409407,reproductive,15.983982718540242
+36.59474057412508,84.2498210373645,15.325762751796509,9.79458999665247,moderate,clay,43.93942164472651,45.99318907469616,good,rice,13.993915804308935,vegetative,18.474507936144647
+25.16934371430013,43.8380787396848,7.865473153179783,9.566490932465031,high,sandy,49.24879998023503,35.949327942458595,good,rice,10.502693896031728,reproductive,11.312868841212584
+34.05903034267932,47.48413597729469,8.799207529244244,9.035064061721949,high,sandy,41.39367058585681,41.06163695122176,moderate,maize,10.246935455024405,seedling,15.913109856986056
+18.596903884744503,81.05437932905998,10.699198318676618,9.927818990565047,low,sandy,37.63082811869212,29.941542782233228,moderate,wheat,10.18503046097424,seedling,15.181814092596689
+15.215475064794507,57.50805660874343,7.887741994832814,5.007565814675975,moderate,sandy,5.043135189945261,45.93083183807182,moderate,wheat,17.612713967966233,vegetative,22.95270543303132
+15.499323314450702,31.43975674800438,18.29096158202312,9.586570559989651,moderate,loamy,9.768826680470204,33.292590036262055,good,maize,15.37063419289479,reproductive,14.340212204033428
+29.66504343511401,59.67517507215874,17.025039332685044,8.088159699167292,moderate,loamy,35.19247063340319,21.13565570214676,moderate,wheat,10.763324612951957,vegetative,15.27952785698
+26.38487263119852,35.07260012280738,9.099473901557566,3.347678876223826,moderate,clay,23.43040268889821,50.846510923736346,good,wheat,13.858111196058267,vegetative,15.522212310667012
+27.950383722712992,89.12068312123864,0.0038972467463427,2.363721503017618,moderate,clay,5.876389594383547,48.27260854303167,poor,rice,17.00316399381485,reproductive,18.7015330500348
+15.186578510430484,65.28669422733614,18.01868991058561,3.715871662962578,moderate,sandy,38.339134993942416,41.37450728515375,moderate,rice,10.751567447177662,maturity,15.963306446403584
+25.567165491435645,45.39195705665871,2.486731468789305,8.23000899430101,moderate,sandy,23.844428418235623,36.0973606629898,poor,wheat,17.35329662035339,vegetative,24.63858649738848
+32.95170403002152,63.82306077285706,4.890248303880924,7.0535750498070735,low,clay,34.64712628411496,20.424805333980064,moderate,rice,6.011011741093297,seedling,10.762258968996514
+26.06734254918589,34.61202620290529,3.047225687307964,3.7948500587734815,high,loamy,26.075108532518332,53.41770416025303,poor,rice,13.079850287737532,vegetative,14.570536082291584
+33.30548015780556,77.99347825612902,3.5963113996204754,7.935371635770874,low,sandy,6.192397147690734,14.859617039117282,poor,maize,9.12143304039132,reproductive,15.124409991595709
+20.82547410992087,85.51968323184983,16.057550757796694,3.130577915505624,low,clay,33.616605562943576,29.159188431326868,good,rice,4.687621304102127,seedling,3.8825864212515535
+35.32855011204313,82.46666329236957,11.590028833318485,8.574731150869557,low,loamy,40.463869274487614,52.62804660607849,moderate,rice,18.159641029513423,vegetative,22.66078052677321
+29.71078101133631,50.50545613791377,19.12190326250697,8.353287807765856,low,loamy,12.018955498979055,39.77833940550171,moderate,wheat,11.323653303421745,reproductive,14.28997554432656
+20.26907748574765,49.54608717860211,4.629070246474329,9.780607765648387,moderate,sandy,45.0986970613127,31.93099392089722,poor,rice,12.188595594215515,seedling,15.98637843103852
+20.918011896345824,32.105256672978,9.71269816262468,3.202236517034545,moderate,sandy,13.170279340283866,49.568040175310784,good,maize,11.798210089022456,vegetative,16.20686120905325
+30.700761614238424,69.084021522055,19.5485673816494,9.252903955316803,moderate,loamy,24.02764857021173,59.47570216298938,moderate,maize,12.22660398019949,reproductive,14.13995800676252
+35.74848983031109,62.094287051387695,16.528870285495394,4.728821309774708,low,sandy,28.72341605340625,19.4406697308067,moderate,rice,12.960513624212744,vegetative,20.37640757345137
+25.39069455072888,57.56078227964048,14.57231358240982,5.328478918362493,low,clay,19.123959105059814,12.53665009453985,poor,rice,17.81624005957743,seedling,18.769916333393866
+21.457510728189806,84.45785720008243,3.779504027415839,5.747560503094156,moderate,clay,27.520573952947,33.14940195456097,moderate,wheat,19.111668515984043,reproductive,21.857484644635026
+36.67529017276501,40.07273406497077,15.388108018194322,7.015232425620447,moderate,clay,37.32603751788899,24.36980554975277,moderate,maize,13.529485951792134,vegetative,18.492460218464323
+31.731707293770874,30.57997600141094,6.951302451918355,9.958106960944342,moderate,sandy,37.15048402823074,43.33757686541344,poor,wheat,9.39117526225458,seedling,16.088680207416147
+26.20213718207691,34.398987127245924,10.610737940935152,6.7996704244418655,low,loamy,46.50272271955404,34.71291793582888,poor,rice,11.75535517774438,reproductive,14.79002686004799
+27.197504881982542,43.40228626964213,12.183224260790803,9.413726920323258,low,sandy,43.79409189304095,34.95014762061169,moderate,wheat,14.949359957292248,maturity,21.259993427081422
+20.10641169840991,31.997132955807416,12.18727423048508,4.040225616677784,low,loamy,49.32975117712768,27.749101449095573,poor,rice,11.995779001984676,vegetative,14.350582190697082
+30.6700657516211,60.17062263858813,14.530469438270329,5.187293294521197,low,clay,31.79208934059728,20.53365245679824,moderate,maize,7.430020921095096,vegetative,11.545833297394395
+23.968562763572216,48.845427314014685,13.234041852844111,6.035996235508646,moderate,sandy,23.02315989402364,20.672715401621403,poor,wheat,13.318316672625969,vegetative,20.913552008749864
+39.89112941685873,40.82898048408797,1.3674175862117963,4.583215918293366,moderate,loamy,15.804415147129744,29.34851200449621,good,maize,18.10961416114605,reproductive,19.57508326184161
+27.004587881547195,75.00504449691974,9.146940518982143,9.81493682371464,low,loamy,15.978621667026172,44.09178904348106,moderate,rice,4.81124230601333,maturity,8.24952792897363
+27.147140154740327,42.26707957395181,13.280432134399584,7.805468431177817,moderate,loamy,11.791579939455334,26.857458442061336,poor,maize,4.205305884366478,maturity,5.269164775167908
+29.146294685266795,71.2563060596276,5.919859643314574,5.831050817460481,moderate,sandy,37.700013832273385,26.30085595833088,poor,maize,19.575989272705385,vegetative,25.0
+37.91890007796867,50.95589435085834,6.261133744327793,8.010437609678352,moderate,clay,34.4409033764796,31.250029106155964,moderate,maize,16.656483803723383,reproductive,19.492354072659765
+35.02045249649376,60.70966563975327,2.4913509550923107,5.73953999266121,low,loamy,18.15323882479487,59.54307274943078,good,wheat,10.013222806276469,reproductive,12.458817864714456
+26.27825174494604,86.03202239107918,8.372299719497107,2.1378026189434083,moderate,clay,45.14618676974001,14.56178203247512,moderate,rice,3.490353354222399,reproductive,5.527434579169128
+32.9674816493199,32.24109808894877,19.736608686123493,6.345547262482689,moderate,loamy,29.852885538810344,24.73262417555464,poor,rice,18.87166797168149,reproductive,21.000555621237783
+29.65588746951904,60.01587044864771,5.706387225760747,7.001481750089613,moderate,loamy,8.10585631649051,24.600105147103683,moderate,wheat,16.501683315872135,vegetative,21.687027016452408
+27.309176217531224,81.2653776196571,10.628737853721962,9.849659349748492,moderate,clay,7.765291621973079,58.72503891511532,moderate,wheat,13.326432977696928,vegetative,15.516362375623682
+19.807894319608764,65.27845490222091,14.864745055581688,2.326342786084941,low,loamy,11.443412753648316,30.358900000921803,moderate,maize,16.468436795469582,seedling,17.448564041680026
+26.59840658637227,46.612231017909394,0.2699454176854132,6.096775659641071,moderate,sandy,14.506851562833472,38.34859672520275,moderate,rice,13.683578306116296,vegetative,20.42151642224117
+21.14546467556437,53.860868108702064,18.00879119196598,2.7852380536668946,moderate,loamy,44.93468036427184,19.90654803774952,moderate,wheat,14.454024999823664,seedling,16.462195853969305
+37.871053746291366,70.81593772371447,7.731003694498771,3.1919672125676835,low,loamy,40.030177063263565,10.63541698438938,good,rice,18.37812937328664,reproductive,17.26948186872709
+23.385170337408677,83.44871365882818,17.382319734219646,6.883706711747808,moderate,clay,14.077586255774234,26.96347075912922,good,maize,9.91302186201765,vegetative,12.150280309929531
+38.80660036333431,32.4639824247967,0.7789531779895609,3.8525416981319776,high,loamy,16.182155851279596,41.95165309777156,good,rice,11.978709817611792,reproductive,12.407445920445648
+28.32638225236778,34.292329313422584,2.913271037273517,7.993392890360196,moderate,loamy,33.655461031053385,44.57702387575837,moderate,wheat,16.27859455643985,seedling,17.97404069207606
+30.788609466904006,49.50309141657525,6.450589089551184,6.113589540762182,moderate,clay,44.21853828129686,47.693791616211605,moderate,rice,7.605043719194622,seedling,9.884995901305006
+28.573511112233195,43.96678106624874,6.909235461265575,3.745703081325898,moderate,loamy,19.25281056079435,53.03318220707838,moderate,rice,13.224663346116364,vegetative,17.677453735318007
+18.23451542416752,45.89585317334436,16.95588446056033,5.95033342080852,low,sandy,28.647345808476743,15.781152117488531,moderate,wheat,8.948949779825476,maturity,14.259659132765943
+24.395530475198527,43.27619991755286,0.2240223077647041,2.0070538152649657,moderate,loamy,45.066989694569095,14.13963061106969,good,wheat,3.862992651177116,maturity,2.2048591856636723
+17.478652806940598,41.749502931309465,12.822235529393591,8.901920349262728,moderate,sandy,39.67842952429435,49.38427016394277,moderate,rice,5.628549245751993,reproductive,9.901653411400329
+30.57385110458454,37.83743801215751,2.6262487235710053,2.1014270164461024,high,clay,45.11792562295157,31.78756695162749,moderate,wheat,4.928924812465707,vegetative,8.087691549160963
+26.17185488001097,86.03724790771429,16.464313014220988,2.0560791399374603,moderate,sandy,17.513323279113457,57.35583633358328,moderate,rice,12.331026298730883,vegetative,19.71336694257033
+34.449624289273416,38.65136783436918,15.571465319158246,6.8920315454371766,moderate,sandy,36.09203665917224,57.174235322596594,moderate,maize,5.038297192719741,maturity,10.87817415649726
+20.511762024984247,42.26422648593217,9.998420548224011,9.788167406320664,moderate,loamy,10.130566723679578,17.082605286150407,poor,maize,12.225463145512256,reproductive,14.427733456322452
+19.11415146073337,44.77594343884714,4.253744510247504,8.84746787483183,high,sandy,32.729353608661626,44.56123835714074,poor,rice,15.47664052678791,reproductive,17.866728246027055
+25.158305774094195,85.98089238782524,12.689907819311124,4.016151300715613,moderate,loamy,18.68114914324086,13.355365629513562,good,rice,13.745505075760924,maturity,15.02835610438976
+38.16463458045953,75.34284801606509,3.125166353152913,3.5733344891814856,low,sandy,36.56661414991203,30.17050122116269,moderate,maize,15.734596556828818,reproductive,20.962480694451664
+32.76054537531029,77.38196581893088,3.800475851853069,7.008897445067643,high,sandy,11.384355784194891,52.0855021903799,moderate,rice,11.354234586295735,vegetative,16.193643483564813
+25.47309061982297,36.28549557230989,12.533798044507154,8.581101976176619,low,loamy,34.951112107343405,33.04797612607015,moderate,rice,15.548676208272289,vegetative,20.19468351723541
+27.93180424385776,80.1785925009403,19.82456892177249,4.896629367200238,low,loamy,36.88336108689883,11.680671664232614,moderate,maize,16.45625133202639,vegetative,21.093965548291678
+17.105325279427458,54.49158490904508,17.821216745050926,5.458836722936607,moderate,loamy,43.572034197152966,22.01643218439936,good,maize,7.263863585124575,vegetative,9.43178445295674
+39.61439740940283,45.76938157274333,11.862147153673542,2.9239161094220094,moderate,sandy,35.91844659644009,14.31852215702756,good,rice,17.560016741048535,maturity,22.13807782287056
+31.66018261737297,64.54500501121863,10.770735375348474,3.2226113700428733,moderate,loamy,28.528892679878687,30.411764591981875,good,rice,18.916989651724684,vegetative,21.527587880999377
+22.135101711585563,79.33097434900404,19.96769760016217,6.546812760208167,moderate,clay,40.28718435598923,44.83495245047483,good,maize,15.431815252893411,vegetative,17.339902944321757
+29.645209855381108,76.71912906449455,10.947942952677874,2.821249165987496,low,loamy,17.799492961505855,43.01787030414886,moderate,rice,19.51194208462723,vegetative,22.607510056966564
+17.73705915172485,83.39984895486793,8.402330439188878,3.616368998367208,moderate,loamy,35.48599184536844,45.9469997389782,good,wheat,4.100281055926056,vegetative,4.723417648066388
+39.14591672018959,85.68793116092664,18.191110715506827,3.877416192095073,moderate,loamy,37.60374769041646,29.190800411080417,moderate,rice,5.553123713073601,seedling,10.072255155412387
+19.36962469708415,44.28732428566497,4.683685917385764,5.551396265709043,high,loamy,22.664354048844537,23.26397994503896,poor,maize,18.34792351861399,reproductive,17.675585010268197
+31.200757951380357,55.4314736501563,1.9505198059361797,2.3648957129890897,moderate,clay,49.50349329889877,12.846615868730158,moderate,wheat,3.525043132802206,vegetative,7.566711360102557
+21.136361563473265,30.8777123523042,12.681800687236606,5.998167773543509,low,loamy,21.024037156840624,57.07876801619973,poor,wheat,12.996861743132683,vegetative,16.222337140602143
+32.939034566213394,82.7592995559036,1.91699267537498,9.429395251152652,moderate,clay,8.802102622770704,15.91401363299079,moderate,maize,7.5690352736377555,maturity,10.326192827994053
+34.42053418100703,39.274329088486056,7.462970739059203,2.195709288952581,low,sandy,18.656347078580403,18.912208057225723,poor,wheat,10.736303812824588,reproductive,18.893590714274897
+31.835493222785814,81.68848874056167,8.471547711634411,7.047878921659723,low,clay,9.474671214945833,11.250040053213077,moderate,rice,9.567365915610136,vegetative,15.084335104873682
+30.362486506379813,49.76323931919578,10.950761340984664,8.686738921212338,moderate,clay,20.26868708684487,25.858411188062163,good,wheat,6.200295405020788,vegetative,7.929107516252652
+37.31172734880029,52.08801539886829,19.833190914959246,4.499686740393417,moderate,loamy,10.754279746291852,50.9423485057112,moderate,wheat,12.95872155955768,vegetative,19.452207500545175
+16.965667774743952,32.34793526903156,4.419634466663616,3.052148360153799,moderate,clay,24.77906887366441,26.61233661014377,poor,wheat,6.443398866422449,vegetative,8.982442308019243
+23.27286914450488,49.61272738591917,7.51512757013824,2.3467183008741044,moderate,loamy,40.00889617379006,43.299136341925376,good,rice,9.922099394695785,vegetative,11.605400288731284
+21.20718699077115,83.30182096807584,2.6448024882131604,7.15122447548642,moderate,loamy,8.03493738952261,58.277228823749695,good,rice,16.097431807490523,reproductive,15.418681151123836
+39.70034905163554,31.53284406729625,12.152270520664691,6.417875041832547,low,clay,30.33985664609886,54.6265299373238,poor,maize,14.37971253619886,vegetative,18.859911668429564
+24.73474449167184,54.37964838280352,14.55346364615667,3.8343599071359806,low,sandy,6.972241275608697,18.9986074751644,good,wheat,14.042757068409587,seedling,18.758252686030524
+33.31531748100997,31.88397778876447,9.641536464717577,8.652938461053985,low,sandy,44.80741261483545,27.960366858873797,moderate,rice,11.503781854541849,vegetative,18.936671771201127
+32.11812909702512,52.25540550654389,4.916625365799421,7.884050817218747,high,sandy,46.46221907368044,47.55702490559781,moderate,maize,6.208210625675931,maturity,7.799231406752157
+20.302030936934443,40.35843844681747,12.417765383634954,4.211430279894265,moderate,sandy,27.156102961955582,58.882933082073066,good,rice,10.57082248470439,reproductive,12.850163272617031
+20.97494200528878,45.13310359610232,10.78315446737699,8.026904182917072,moderate,sandy,39.61540236111935,45.79674693779466,poor,maize,10.985756848786316,vegetative,17.82944353651618
+22.032114088825853,82.65590238968514,3.4237144680743548,3.959953708006181,low,loamy,31.6809920873336,22.610626026274268,moderate,rice,6.449194296771723,vegetative,8.105668047630973
+25.27818195648448,56.16295323731346,8.113638010042605,7.402139694930887,low,sandy,20.32982950962347,16.641135321321674,poor,maize,13.225973200425235,reproductive,18.46193629056681
+20.85812664126317,46.42787948411473,8.703941832703899,2.948360328591036,high,sandy,16.03133589470512,34.75798430350394,good,maize,11.72346048011678,seedling,11.95665655154117
+15.491287068671197,65.36030267703288,19.65235507542866,7.5379157066656575,high,loamy,39.13681174001668,19.64756788439579,good,rice,8.561344253676138,vegetative,9.073018960967408
+36.984826420179886,38.52641758995495,16.985716643110436,3.910195351858082,low,loamy,24.349109794293277,21.38073985706452,poor,rice,6.52455730101982,vegetative,12.293008812079533
+39.1402457845221,45.56349644525135,14.687415765471876,6.579754833933713,high,loamy,46.41073061826461,41.72159005464008,poor,rice,5.420140372118633,reproductive,6.958807237140904
+23.5392596757892,62.774878056173314,17.77554051005895,3.37971093481506,moderate,sandy,48.90613759153986,35.74176763613509,good,maize,17.97154976965128,vegetative,21.64867242144102
+23.462671985636824,44.25138251088413,14.7096881165743,7.807735580543619,low,loamy,14.467670178013543,16.03466372754964,good,rice,18.96511346429731,reproductive,18.079203076546747
+15.177295319359274,70.7476642440524,18.068037102514666,2.4870365951444136,low,clay,30.2478487274784,17.683905554962408,good,maize,16.92184067960548,vegetative,17.653718299108206
+32.00626720825935,59.48947813557135,1.0910622975901596,3.3233422944217503,moderate,sandy,29.16204084696072,10.97171968123289,good,maize,13.098451925186358,seedling,16.97538958603544
+35.63599739371572,76.31934421528146,9.121324185338333,3.473091838966692,moderate,clay,44.06444877583811,20.9829941935844,moderate,rice,19.348306635112564,vegetative,25.0
+18.66520750900008,86.89467214334812,14.937966704836672,2.3307486868319884,high,sandy,36.09432319242151,54.36565801778979,good,maize,10.944086947502186,maturity,11.737916937087732
+18.99165873417877,36.94829336084447,11.66591593220027,7.960100129281965,low,loamy,32.33198779182097,49.6516673109885,good,maize,3.7601979314555,vegetative,5.406744975050551
+34.75208124928594,50.07990059907269,3.503323283015733,9.847620037919462,moderate,loamy,35.556119235981654,30.73909506795582,poor,maize,9.350823811557625,vegetative,15.80029228223119
+30.40726870885361,49.17294377270439,6.809841730570685,8.22718230729346,low,sandy,22.525588382269607,47.0967050531173,good,rice,6.044168401075217,vegetative,12.002965069914836
+16.121513940692925,39.07097516023526,6.355487500533825,8.885055696979165,low,clay,48.21311723242887,30.348463053555594,good,wheat,14.756252043178092,seedling,14.91217908749542
+30.56367476155704,78.61818824000825,5.22693826368672,2.048061282706217,low,clay,7.593153782133013,49.60520197739848,poor,rice,8.031477863605087,reproductive,11.85536485604502
+22.72294307109415,75.5927222423274,6.862711070279321,2.942959710196746,high,loamy,6.31080436062012,19.097298775660924,good,wheat,10.980910425524971,vegetative,11.713850966617512
+24.218128886771147,59.06552825006394,10.29706576922242,6.472162714358899,moderate,clay,23.70153813175556,17.625867986153665,moderate,wheat,18.884573849669643,vegetative,23.15816384090529
+34.243285457422004,62.266246667676576,17.09738049566552,9.82295107835334,low,sandy,11.95591763204435,13.897030315714876,good,maize,19.87276118858148,reproductive,24.75566553793096
+35.273379816815265,33.57264828014978,14.840653247875126,7.285703448385629,moderate,sandy,29.51601452294705,22.090317135644995,good,rice,12.094511626984426,seedling,16.720850868233207
+25.00891567099577,63.330441139622735,16.704994080324674,4.993093549904621,moderate,sandy,5.405445672370319,17.315811608120327,good,wheat,7.681422151164527,maturity,11.090600466206954
+38.67882340015887,77.48049144117819,17.672074891261726,3.1691944438516737,low,loamy,25.68573386447156,49.93206864973048,poor,maize,10.47071916235036,vegetative,13.97928207512756
+25.161567948801803,64.42965441503142,8.323009121952145,3.222685555061206,high,loamy,18.27160535248761,21.99858450721142,good,wheat,17.880764625756065,seedling,15.543820775986749
+34.29590088075275,45.918382207225136,6.920525680534944,4.90202561853427,high,clay,14.10621559589616,35.810380390163274,moderate,rice,7.048035619854553,seedling,7.96988996999205
+27.09693161410648,70.05289634006024,1.1524676336832362,7.710481578752058,moderate,sandy,25.009229201577167,47.80985761012949,good,wheat,4.063524410699485,reproductive,8.036173235304053
+37.4383081630521,51.689305797914855,18.609832437528688,2.2545543281992853,moderate,clay,43.454703281724086,43.85372253409171,moderate,maize,16.90507515068338,vegetative,21.697899138026656
+37.69403109125447,62.69239705714411,1.3164603587628787,8.817420731693108,moderate,loamy,34.492760790563665,20.22947867593409,moderate,rice,12.00838733876177,reproductive,17.540241326590717
+17.185420196777095,59.25392179673548,14.822710307409409,9.532411485518445,low,sandy,12.197374243676196,13.853592334468708,poor,rice,18.247652676065503,reproductive,23.159765662175676
+38.41233328275564,52.8705000579108,7.562166089311743,9.110531684246649,moderate,clay,27.44928763899125,55.58808207067442,moderate,wheat,14.650665983304451,maturity,18.210245101901062
+35.63837103801039,73.1326788236481,18.975615489983724,9.304215275175144,low,sandy,46.92520034672876,41.09968693767701,moderate,wheat,3.6032810396482544,seedling,7.990708152281891
+34.78276785781667,83.03256671915291,8.39204041868258,2.12271423534611,high,clay,24.76511701878352,45.32818501397556,moderate,wheat,16.38394923062163,vegetative,18.97440746580344
+20.02278349213806,30.312751108615497,16.33216702709433,9.822338527599166,moderate,loamy,26.174580433912684,29.30070231019802,good,rice,6.243831558555744,reproductive,6.953927355191823
+35.127980218866625,86.01699115382203,5.653096643273532,4.930856919122791,low,clay,47.361094689570166,22.08034282145927,good,rice,5.154924319091405,seedling,6.214170603224764
+36.25331836712592,60.6909081649935,5.981774344876934,8.954248946921398,moderate,clay,11.111368234276732,36.53087327427716,moderate,maize,12.560536482594124,reproductive,15.445509548396666
+22.228758361353773,72.04391282179591,11.910388197568684,3.4944709655969133,moderate,loamy,38.07686684402084,13.894093387472209,good,rice,10.491661545189125,vegetative,12.336736916307336
+38.806501959058096,81.33747397055262,19.959652674149478,5.572205941297895,high,loamy,18.46226300318193,49.99882218187597,moderate,wheat,8.129460839199345,vegetative,10.493696055043234
+16.246503659979105,58.0262215388562,10.351448359583928,2.353315108991813,moderate,sandy,43.96512464568792,42.7252515725266,moderate,wheat,13.00694738091384,vegetative,17.801120496596983
+18.747731331178493,80.09844440189342,18.72617272786581,2.320607974742618,moderate,clay,7.446311828543868,48.08169952238309,good,rice,15.634901685148323,vegetative,19.393073942099083
+28.439528451287856,40.65718916731213,15.724996564974555,9.546208806157106,low,loamy,49.568070567048686,38.46304426899653,poor,rice,11.387027834326291,reproductive,12.821586841716558
+29.394811778057743,39.55005206878887,15.917286283544698,8.484852900232312,moderate,clay,39.58739689634692,38.895457167960856,moderate,rice,16.39788830932535,maturity,18.47439761281626
+31.128752082522585,69.44828213136921,8.719199782575282,6.238608355310347,low,loamy,17.794984214273896,40.01878300682965,poor,rice,10.116100572152735,reproductive,12.788096844997645
+15.424228232886662,82.20858033310424,7.730845003456013,6.203665388516303,low,clay,39.23851521574033,49.20795318864735,good,rice,11.480366359481856,vegetative,10.64477142743922
+39.009169365553255,83.54557065216235,3.838436161816308,7.99003694780949,moderate,sandy,46.53363941794972,21.26927034377688,moderate,rice,12.25495117747121,seedling,19.87382735067227
+16.1147023183536,68.6244275026348,19.27882533967307,4.733350252563921,moderate,sandy,10.08128260286894,44.07660557969878,moderate,maize,8.36279782981179,seedling,13.457696793698496
+18.576548818085055,61.52935381255905,19.187872248876403,8.094954206895617,high,clay,46.11102651894402,37.63528313407793,moderate,maize,9.178664054563166,vegetative,8.917613224678554
+15.350362938151424,49.88358526179097,14.941354686203656,5.880067039946179,moderate,clay,21.2078490428573,34.755387625917336,moderate,rice,11.695962125107716,reproductive,12.408989077484424
+29.171460832352366,88.80002493595988,5.92504899705339,7.103339223291719,moderate,loamy,5.29066874530398,37.04532768623964,good,maize,18.01701299221164,vegetative,21.502432339996822
+38.30667209802431,49.18174119997503,4.903590806845644,9.718635600825182,high,clay,10.058943671221067,23.610006523991537,good,maize,12.355826908837228,seedling,12.172044051045024
+31.648679152011606,74.65116643389558,19.77220484773926,5.770524460162092,high,loamy,44.81572683149014,11.854031924165325,poor,maize,4.84717710462221,vegetative,8.265167812175589
+35.566436712010685,61.91890799430004,1.33085630216355,5.347237277971601,moderate,loamy,49.21999106706853,47.95819803727419,moderate,wheat,15.426452533629943,reproductive,19.8911906718388
+15.332030086464504,66.5107405515208,16.87128584282618,9.245993391530869,moderate,clay,45.291740607172414,55.80867617131952,poor,maize,11.777761807348368,reproductive,11.81655354861552
+28.550382461993152,53.60883303531757,7.109160009649493,9.22064395933075,high,loamy,24.869148432815106,34.03812902479794,moderate,maize,9.79070653883428,vegetative,12.576958309395234
+26.489074437638045,87.88938752833486,8.37739439454441,9.939349615065408,moderate,loamy,48.263454660134286,51.895090226597965,moderate,rice,14.753430567675004,vegetative,17.319622033776827
+27.474198605519824,64.30093956595627,16.639552974976745,6.406903994466473,moderate,clay,23.30825986347772,37.76282167359503,good,maize,5.835573556983209,reproductive,5.975413826297741
+16.8053296333797,86.2672578275274,1.8120603201071608,4.754092328212822,low,sandy,10.11632311684238,56.51511108274063,good,wheat,16.350504729647064,vegetative,20.737515128305954
+32.11088402673269,30.45548497043485,7.083393570405143,3.923120505421629,moderate,loamy,20.342367337111945,35.420876003538005,moderate,wheat,15.178122750616504,vegetative,20.231043742130165
+27.580510371465863,64.36023499146725,19.040485543391465,2.2727708556132944,low,loamy,49.92895236151675,20.242635770729777,moderate,maize,6.151448338372547,reproductive,7.416386454321145
+34.1287212465316,73.03121338351629,13.981318255425128,7.813828993687084,low,loamy,33.16755194493345,53.50575565724894,moderate,rice,17.38858115243167,vegetative,22.66741885559656
+27.132265851542883,74.70481026973309,15.098783296117809,3.8678093898835737,high,loamy,20.299941978137078,50.01358966591005,good,rice,6.277063296663169,vegetative,5.274927072488929
+18.7345409056608,84.29861290690087,15.15010601910953,6.853127081805258,moderate,loamy,33.08805937263352,29.900536739383995,moderate,wheat,14.516590374742178,vegetative,16.665890372608988
+31.20642385194555,30.26409654022717,1.2114016632788904,9.332738922915164,moderate,clay,24.31111232974775,52.09557726300525,good,wheat,9.254025828114791,reproductive,11.644322443975769
+19.30965905262916,30.019809555568585,4.064151865208623,9.601708859156217,moderate,loamy,7.229686641879169,10.452523636064456,good,wheat,15.846234319048229,vegetative,17.178237196467663
+36.80986408387037,58.33580764771292,9.825265121624236,2.0352810718424825,low,loamy,14.050743364065545,49.98736009274352,good,rice,3.9859922219688206,reproductive,5.855245742338888
+30.32790597673104,31.75762230032224,7.363004649507503,4.536600251010851,low,loamy,5.865590212198805,44.40200813546123,good,maize,7.2470163013345985,vegetative,12.09691288478963
+18.93009708892385,88.47195321974247,8.21824586265707,8.699024235721815,moderate,clay,16.4656500273623,28.983904988091005,moderate,rice,10.998406592913524,vegetative,13.988544955365487
+39.05845143703017,43.32391047248352,15.628947572513452,6.291561642812282,low,loamy,38.280426469225446,49.579291396072925,good,wheat,15.14941462880662,vegetative,20.46582863737345
+27.95913658338301,58.359883761890686,0.2935847013547055,8.460069867857221,moderate,loamy,13.699336747791016,16.333093964124863,moderate,wheat,13.46233119955212,maturity,14.32019077074172
+16.822461296791374,33.668257800733414,13.209838526424775,8.826586262703504,high,loamy,28.76253705189562,20.16597100343448,good,wheat,19.21858539822957,reproductive,16.474235237389856
+30.67082261037668,61.32290497027552,0.0022046360364491,5.541009759530582,low,sandy,36.57216734586207,36.67900155677343,good,rice,12.503378080605088,vegetative,18.678254874088
+21.329972675320256,52.79736750884451,1.261170511524874,4.871863504198284,low,loamy,29.690708782953926,54.05131438448299,moderate,wheat,8.13076675994499,vegetative,10.704314218142152
+35.09233629693256,32.67960173263342,8.165722396752479,5.643466128404204,high,clay,5.691674220673707,16.505251565255556,good,rice,10.372433238753828,reproductive,9.591947275058397
+35.44555183915477,50.107456001773485,16.81897039609643,7.22236162099413,moderate,loamy,21.35038869008323,38.21343389332704,poor,wheat,4.282626594738956,vegetative,9.470606577055458
+39.47368389636655,53.48616121337133,2.899915311289209,4.937273223094547,low,clay,24.87337253823301,47.65658505289387,moderate,rice,4.988336036069641,reproductive,8.568459597385212
+27.546738275612597,89.3952894764964,11.092428182572233,8.199906309582023,low,sandy,20.423900780980965,47.16767369137429,moderate,rice,11.798852922762851,vegetative,18.34631031259893
+26.373921993193427,42.47315231516253,13.570104536534885,9.231942349480178,moderate,clay,29.581869899694787,41.3980566084912,poor,maize,19.586752218076995,reproductive,19.96757794776029
+33.83689013616201,62.68677692220598,4.590657683443212,4.258489617269812,moderate,clay,28.091915657314107,57.04605337368542,good,maize,7.157108929817841,vegetative,9.767213393750495
+18.311766408548163,89.23893295191772,10.24660510539166,9.719917153393917,moderate,loamy,13.435260843892804,34.10685653646381,moderate,wheat,16.21225169101243,reproductive,15.7490917817505
+28.672887844828104,77.5211524764081,18.228145662763847,6.981801973802485,moderate,clay,38.838831508874,54.01223299087872,good,wheat,9.232106678851553,vegetative,11.748708645946763
+28.656190003271277,89.60205005292534,10.244570507310655,9.025350169757928,high,clay,12.252367137080396,40.97919698399362,good,rice,3.5403483225727803,seedling,1.9693039831976984
+17.23682807025968,88.09789887961016,3.14646123575296,2.831331482176844,moderate,loamy,25.653441660742093,46.8733339424355,moderate,wheat,5.785785148820489,vegetative,8.501752429460263
+25.44960213767284,59.37237252564925,12.556285933750894,4.01199309644991,low,loamy,39.03359902341156,33.24160925567108,good,rice,13.567147411902084,vegetative,15.075065497896716
+36.33211996418005,71.78255099223395,11.84400360017028,4.568152635460738,moderate,loamy,36.37680288923667,18.38096698685309,moderate,maize,6.893490885369102,vegetative,10.135578523204009
+36.40384054986651,36.62658761646907,0.5390951959626245,4.422577209396106,moderate,clay,24.448364812055477,15.45477108775005,moderate,wheat,17.474400467624108,reproductive,22.177349923309517
+17.480941622992024,56.46892950280811,1.811888114951332,3.374889252788255,low,loamy,40.50141842047347,44.11652075955164,good,rice,9.237590712489684,vegetative,10.940411964851664
+17.26802206869577,78.54111253600185,3.1356271028202154,8.945607580198658,low,sandy,37.11910531160847,28.82380963806931,moderate,wheat,6.835290966446992,seedling,10.46374679619949
+21.567386925048385,60.32011925862861,2.7257815512373984,5.3488971303164,low,loamy,22.30411627752122,38.37414074596364,poor,maize,16.241255395699874,vegetative,19.72752355810315
+36.86915156384984,72.1619419690339,5.189315411218662,9.705041699734306,moderate,loamy,45.298102089701466,47.302466597071934,good,maize,5.700660053714118,vegetative,7.824690564667345
+18.222564626837475,74.74507979905661,9.08210646471136,6.667778934321177,moderate,loamy,11.388178472000009,49.324085391890286,moderate,rice,19.19727009270392,vegetative,23.56040673719937
+32.999920065686155,45.20814847457363,7.434325957979688,3.1071570851589048,low,sandy,21.131695468724477,35.48301643103603,moderate,maize,7.042538320591071,seedling,12.17558722807739
+17.52914049032758,82.54196237655393,17.812997828091937,6.367237678671657,moderate,loamy,36.401435205851016,25.72511985315564,good,rice,16.859455026246614,seedling,16.174015454240056
+30.578446343695635,57.589345854550736,12.24218818812674,9.948361181793938,moderate,loamy,44.283985290491685,48.79401373176583,moderate,rice,11.786091707072776,reproductive,14.753873650008714
+23.901682477978618,42.61110621729262,17.52288699923686,6.521373496794198,high,clay,19.516087832479148,30.767263658213547,moderate,maize,15.565032596255165,vegetative,18.24647622305152
+34.72284907414668,81.92495290730662,10.540786498351975,2.014954761036501,high,clay,30.255907979208647,56.83653788063464,moderate,wheat,5.345122026476351,vegetative,7.974500229746549
+20.84226122063409,55.06912836637522,1.797409413786799,9.464639228723351,high,loamy,5.53278874238868,51.22860121295566,good,rice,6.5416114327986605,seedling,3.5442871792468638
+30.980045734749,75.01874630278319,9.265748981328697,3.879155249025515,high,clay,21.68792580936306,47.34583641927321,moderate,rice,6.370115521346347,vegetative,9.316479851996036
+20.892063364397124,62.88198433329558,16.440650936847298,7.508232424551653,moderate,clay,19.892075300323825,22.062206631180054,moderate,maize,5.282937684005734,seedling,7.59335504476749
+32.84150707780384,52.91230513407002,3.8820753433421618,6.1206412396435415,moderate,loamy,42.91119078862913,28.13810029523285,poor,wheat,7.504750747565904,vegetative,13.432516031462752
+36.84195086401872,78.59258490231416,1.8242855750529952,4.603470054727089,low,loamy,8.328951075632913,52.44903657812304,moderate,maize,17.277960724733326,seedling,20.719050485070927
+18.170044978169003,65.06819589867678,6.588694766765202,4.261116189411109,moderate,clay,7.795155744977185,11.15698832497827,moderate,rice,15.709015200156069,reproductive,18.970600033187253
+36.66489221488759,53.433726145621904,7.777956612802792,9.430078900056838,low,clay,24.92159171874184,49.07343730509309,poor,wheat,8.208849338219178,seedling,11.489832453127349
+29.83938136035745,36.57587222010762,6.125153528118088,9.295407167358697,moderate,clay,23.33250518457294,30.207577949792256,moderate,maize,9.215850156546844,seedling,12.033756477104378
+18.1777622716756,83.72671882600247,2.70481571249112,6.1050787204302335,low,loamy,12.270196874450182,49.96745383239415,good,rice,15.488269479289686,reproductive,16.198238715009285
+25.6885463839928,32.1281751205,5.01679719443429,4.067961564281114,low,loamy,16.850488775411513,37.6195948822097,moderate,rice,17.003401807944012,reproductive,20.861947582894828
+19.02150733712745,81.79124090208337,13.645648092042206,2.818736257375982,low,loamy,48.83875189814684,36.34033504461544,moderate,wheat,10.208047924832997,maturity,12.680876316287526
+32.508697221664235,51.59769149298933,7.718570325863279,3.2526110628726848,high,clay,28.09321539606894,45.07956742232702,good,wheat,15.591144305431772,reproductive,14.74580164384064
+33.97170336044874,68.36032581008435,12.650988892371116,6.178013805924836,low,loamy,8.953388493001091,50.31669185076163,good,rice,12.6747615478206,reproductive,14.65171259064874
+17.644913006819973,85.33198343014112,10.72607559837465,4.462639684632073,high,clay,7.238607008069712,44.67273977451185,poor,wheat,19.86683279904333,vegetative,21.84077746709884
+27.65349631736611,39.10239693023391,10.98105879715338,2.3365451380796536,low,loamy,6.887204137420325,32.53571529141104,good,wheat,14.73902250793195,reproductive,15.674914944695836
+35.365626400647926,64.01702853832862,4.97099115895592,5.641339082488801,moderate,clay,22.505856835758365,26.04180382644245,poor,rice,15.54498530878464,vegetative,19.593019883630987
+38.40407603877492,75.86597174221151,10.430860655363633,7.969514339714509,moderate,clay,43.95278178694379,52.281493943400704,poor,rice,17.32884820323136,seedling,19.40750754160252
+27.837946668544248,75.45502996314345,0.4718942772640355,9.1335609276799,moderate,clay,42.48124670017335,36.03888095653781,poor,maize,5.424386487516132,seedling,7.830467921051194
+38.75698059028518,61.53791487597024,8.634874846498523,6.682272365464715,high,loamy,21.55488784062981,49.1730375734926,moderate,maize,9.247066789730306,reproductive,11.38395518751191
+28.392224261400745,67.48436759438749,11.452456463798304,7.786336990739568,low,loamy,39.84906131920588,59.78587215616521,moderate,wheat,11.355336340422916,vegetative,15.061560773380064
+24.854762364997697,75.45161964797067,3.639912427082186,4.912563766919459,low,sandy,38.851180565714095,42.19437901344828,good,rice,5.596370394918576,vegetative,10.062060069713866
+36.20507821382239,80.4616582654447,5.131170124979027,5.969905433735516,moderate,clay,26.734794985737228,23.917309737814456,poor,wheat,9.152467057884396,seedling,11.452840269194056
+27.324567761452226,75.70878581255182,4.390620396312388,7.837014852080234,moderate,clay,23.197444786107653,53.2778303463918,poor,rice,14.656056726926924,vegetative,18.781333341443645
+26.797562764113074,51.24029659087456,1.4111591053084838,7.821265818978356,high,clay,13.124687945675486,23.68365237889244,moderate,wheat,7.25874823998194,reproductive,8.205441683399668
+27.25781223524571,89.80358406346399,6.9571464228018005,5.396210116556033,moderate,loamy,17.54469443413259,23.02004841793969,moderate,rice,11.184415066039806,reproductive,13.3849922404987
+36.16962504674363,56.07016162315826,19.57931532903879,6.349338732466582,moderate,clay,20.24129462556788,13.696851084858022,poor,maize,5.320712831992574,vegetative,10.383575642634446
+35.7985385422013,31.467882165536004,7.0776081292722015,9.390842716407755,moderate,loamy,41.57230278808664,13.92813486249231,good,rice,4.939579678555582,vegetative,10.09463022220776
+25.08799981100528,51.75701709512772,9.210732436739512,7.055980839545869,moderate,loamy,29.88288364654981,53.11606839592322,good,wheat,9.244193910129912,vegetative,14.45860854242102
+23.332496496763127,37.66697727443059,13.061745019127503,7.140597005492717,moderate,sandy,14.041153710997737,21.53647575480489,moderate,wheat,15.35795021714177,reproductive,20.326357322492356
+27.298200600978237,37.2865569437025,12.969955023382145,8.27696233908288,low,loamy,9.312242488849009,15.434409076190688,moderate,wheat,11.944121319648549,seedling,15.90846252260361
+29.319312743427727,46.892102406413656,18.997899600372484,2.9217831705277826,moderate,loamy,27.34987224111516,27.62939969356756,moderate,rice,13.68185000170579,vegetative,17.457622591070166
+20.958430265699924,33.202529650635654,17.151282807982504,6.18307433318982,low,loamy,34.98424706615093,45.6772052979107,moderate,wheat,9.851410195999756,reproductive,12.758350027178334
+34.84887711788977,71.31073130457378,15.879013742103044,9.675453890167857,moderate,sandy,41.849762578750976,26.98155278164672,moderate,wheat,12.96563413744178,reproductive,17.914900884777435
+27.16206914331057,34.43933305211431,19.03254451556621,4.893283137408791,low,sandy,40.879160111941296,25.4640033579886,moderate,rice,11.229264582090652,reproductive,16.247020361662415
+23.35113871049899,42.19737332615737,4.615307709663432,4.359409171376728,moderate,loamy,42.08700733465385,34.40328647494172,moderate,rice,9.754585130474334,vegetative,13.627370919138723
+17.670524824099765,35.57398286964716,12.34108389243585,6.809663724838061,moderate,clay,25.15313074705736,11.06000718103481,moderate,rice,3.40972395469884,reproductive,2.8983637756870992
+20.971129010090173,33.79006385418187,17.743935334443126,3.7689553965224274,low,loamy,43.954587852956266,34.55367363552703,moderate,rice,17.37165455553987,reproductive,17.3083286537217
+38.73202929389959,46.065099932372505,12.482763165562035,6.447561252189192,low,clay,25.00737129384333,59.50095110118168,moderate,rice,19.18895817984217,seedling,21.750801231160654
+22.627492170488164,64.31393805962219,19.54840949213739,3.2452160868611246,low,sandy,12.565458076313844,49.96743002016496,poor,wheat,12.008037672311245,reproductive,17.951462536644435
+19.221482234175884,87.8811333868105,2.00705427812758,6.638347685583245,low,loamy,22.88203473376813,13.524589958090596,poor,maize,10.597332457959403,reproductive,11.401252275807495
+26.51681979137483,82.53339926097638,8.786610055864006,6.81903346916142,low,clay,20.3011284869803,42.74112449295922,moderate,maize,15.996838388231833,seedling,18.738477120063244
+22.67719358400622,82.55603552671948,19.547258158172724,5.347203832098103,moderate,clay,22.64795751062101,33.05561065696384,good,wheat,3.218403823503716,vegetative,3.515638315150205
+15.878981256779854,40.564022162259455,7.591360571398516,5.061971403509508,moderate,sandy,34.6378668374402,51.31242835999561,moderate,rice,5.354111549542976,maturity,9.896250497236627
+23.07863043198543,45.89443160986921,14.791127501986088,3.9636662272035945,moderate,sandy,34.561243258202786,14.926310787612458,moderate,rice,7.718296456754018,maturity,13.007198936201249
+28.602715598486714,34.58359900771834,0.6080580215729836,4.647378462668755,moderate,sandy,15.120568372203802,21.63644054755743,poor,wheat,4.427739627450022,reproductive,8.982286506377054
+28.79280930049917,76.7081003949111,13.89674229260626,5.986767737530907,moderate,clay,19.21687560136409,49.55705401483115,moderate,rice,3.780062858185522,reproductive,7.754159139548919
+23.913973029422216,34.18897808913372,18.69253465055157,3.981271208232808,low,loamy,31.790970362054782,52.459966903000726,good,rice,18.95912051344167,vegetative,20.251936280966785
+26.182568906315016,63.4017402492512,7.654125703800054,8.2626757069749,high,sandy,8.785780724142871,36.4657883312675,good,wheat,6.139265410883587,vegetative,9.38065160808309
+39.13794795586916,44.872534339437046,0.4259967585385893,7.672281930606173,high,loamy,35.98988882975794,10.984851348556075,poor,wheat,13.07935756112054,maturity,16.999602147141964
+24.433711930757788,44.60673804172468,0.558196087909677,4.154446937167964,low,loamy,13.050153737606005,54.685751160227404,good,wheat,12.15869338656288,reproductive,11.70453615947772
+21.455670331499576,89.44350331485632,17.84046611422178,2.779481304812384,moderate,loamy,43.2820011873582,29.138261301198785,poor,maize,7.864749918584952,seedling,8.494596789801603
+21.086676101669003,75.40678841871224,14.450322141925236,2.0014403118717023,low,loamy,23.07144458451927,11.984026709404668,good,wheat,14.008157545912242,seedling,14.018258446453842
+26.444115317603355,80.21636149746301,2.1337276845315967,6.773750819051911,low,sandy,14.936263991307468,50.94061229248276,good,wheat,8.532727691358204,vegetative,12.547407830923584
+33.988003717923604,64.31896112064075,1.0918055410239311,3.690909971629191,low,sandy,35.051918387005784,30.903456117757717,poor,maize,10.779394445605776,vegetative,19.0516748630706
+20.14970460471183,82.26085724362495,16.096507272309587,2.100659760812313,high,clay,29.931386255224385,19.499514521456845,moderate,wheat,9.472856753466548,vegetative,8.884509246052456
+32.732403178519206,68.72943234998118,16.19721265610718,4.872682164736181,moderate,loamy,12.737103261538792,50.078913220975146,poor,wheat,18.48168434342216,vegetative,23.06859520914543
+15.528745583735407,86.77042228778072,2.41043679584098,9.695987698539469,moderate,loamy,42.22224682161365,32.885783843110914,moderate,rice,18.81796948496496,maturity,20.94969331839033
+25.47332444959865,46.880315162738206,6.030408077772735,7.519542461038538,moderate,loamy,25.398008360161903,40.39047817304238,poor,maize,9.35865639581457,vegetative,14.07776376538444
+34.39662663006968,65.7191727469737,15.600521291477792,8.862109623379665,moderate,loamy,11.851018914645689,51.15607118598732,moderate,rice,7.198687205157434,vegetative,11.940160324895784
+23.468323894360783,71.40788087621353,10.508241419080129,3.1579127860858405,moderate,clay,40.82818794021484,36.12110445207478,moderate,rice,15.521235730805673,vegetative,18.83232364289297
+29.09342753613499,53.5762383016684,19.131697214505987,2.586305236955491,high,loamy,11.004551677782242,15.523901603471254,moderate,maize,8.356449261990281,seedling,8.645173406409402
+20.12448082064777,82.7824789442432,9.621252906920098,2.09223810807778,moderate,sandy,48.56173258087731,58.18809126932723,moderate,rice,11.175289163776307,vegetative,17.07264454257133
+33.54988477815431,88.78818978624926,13.539158751310252,9.645298320155897,moderate,loamy,24.8814413742834,24.32702537216106,good,wheat,12.24408173393795,reproductive,13.609109702966917
+16.30697758171899,59.62616948235969,10.195667314831685,4.401621882828388,moderate,clay,37.770002012043975,59.71247157773958,poor,wheat,19.777985122639603,vegetative,23.45722168804888
+36.313566121887504,53.43843928826034,18.859309913700915,5.676039538726864,high,sandy,25.3385478367924,10.30122690232231,good,rice,9.51084042666972,reproductive,12.251346671649635
+19.954909660541706,58.31627571338752,7.973181841352178,5.156188988814196,moderate,sandy,13.440320060979936,34.18940291274168,moderate,wheat,9.967576869111353,vegetative,17.08082541272228
+36.85995079270827,81.16420474391589,4.595929103572001,7.843655483142874,low,loamy,39.11513142347793,45.24674983969605,moderate,rice,4.159425378890988,reproductive,7.547665938427319
+23.81323103251293,68.72810553109005,6.532677205619864,4.479719055621945,moderate,loamy,18.02106595828755,55.31509670091741,moderate,maize,14.269903872379675,maturity,14.717823566560622
+33.067089361862166,32.686342351085706,17.055504083304584,6.283623060912412,low,sandy,35.70880248312409,49.016847269123,moderate,wheat,6.247623527525057,vegetative,11.892072861385657
+22.98063244465471,62.53019462674289,9.958771270242668,9.96465811964374,high,sandy,16.581772327841513,22.781390934536034,moderate,maize,13.430875132499468,maturity,16.276041014936343
+37.647791780866186,31.03800736445819,7.085046070044781,5.55250841075389,moderate,clay,15.8498725065062,22.165220396496466,good,rice,7.113737441179007,reproductive,8.617870851933443
+18.16592813795936,76.71212226020432,10.885200436189656,6.410172325598045,low,sandy,25.58505278938668,27.829333296231447,good,wheat,19.056551517838383,reproductive,21.808849501506604
+19.46299473181497,49.698736412547824,2.664594145536847,6.020224498486702,moderate,sandy,41.73077149853007,15.52701003545793,moderate,rice,4.370035043917545,vegetative,12.491199191925272
+27.325753128970057,58.32044892703976,0.1071860925119216,8.425489265088258,moderate,loamy,32.613487340168064,43.47866226976024,moderate,rice,18.806203217551733,vegetative,22.68746443789873
+17.048460975953653,77.92068635445793,5.611693673869816,4.1347172322686,moderate,loamy,7.910098677395294,57.06291712729152,moderate,rice,12.362709843194535,maturity,13.599081745235702
+19.899504617544046,32.7869290371457,12.100114395670849,3.363504129142376,low,loamy,38.023911336106345,42.10521905373484,good,wheat,18.93123829231829,maturity,18.247881757493005
+38.59415955530036,39.51249213549663,14.233615393227746,8.032745266118896,low,sandy,31.089695056662222,36.66868145849097,moderate,wheat,11.383439660912694,reproductive,18.339485467857607
+39.41224152869718,53.87762258670689,16.532219327039332,5.324945490949234,low,loamy,33.060448844917445,35.167460801907325,moderate,rice,3.765787856053669,vegetative,8.386941630426314
+24.40648323326055,43.795509812733634,18.533271187889397,9.309808071813498,low,clay,20.911017233422555,39.63065635898547,moderate,rice,6.3635893498202805,seedling,9.367106850142834
+38.0821505253484,50.27408554650378,8.242246939295361,7.153274286347181,moderate,clay,30.02727429690807,45.530646243140254,good,maize,8.97382848299792,seedling,10.902136142641236
+28.620616891835795,89.8904842735479,14.810335991149092,6.5147448936939405,high,sandy,21.734991435905695,49.74996769117684,moderate,wheat,18.939124157406752,vegetative,23.756546517655718
+21.743561646844174,79.52486625442864,1.4934586039612507,2.5636564386070173,low,loamy,8.667755202259265,44.91605858024555,moderate,rice,15.908327006132255,vegetative,17.649744144163787
+32.55996802701497,83.03410889760652,1.150599975441602,7.843295241102384,low,loamy,42.99936262225603,45.25159363873704,moderate,rice,13.227775346726112,reproductive,14.280444937927046
+31.47254516437143,86.22327801394653,2.495959839723132,7.488322924103666,moderate,loamy,35.51120252453293,57.58669046508409,moderate,rice,10.473881945914552,vegetative,15.33892094008357
+39.72813297771833,50.45615281885173,8.971381956615247,7.120575395897238,high,sandy,35.169755545879084,54.96716976591588,moderate,wheat,10.59658435389406,maturity,16.22792557020609
+21.62618218523208,47.82461746778836,4.225628769974998,4.143276188565524,moderate,loamy,13.715544407200603,51.19616592284034,good,wheat,14.094430113187316,reproductive,14.520294456421682
+31.801487566543383,44.04374955432449,5.738498838756316,9.573914573395555,low,loamy,34.8618454358878,12.16801204800916,moderate,rice,15.244852048434746,vegetative,19.7567518491176
+16.300593875736173,79.80701467848735,12.957603470246053,4.5732410162625605,moderate,sandy,15.44137807304083,43.44336735438036,moderate,wheat,11.115953960680944,reproductive,14.99627212082423
+17.841150967417985,70.7731117371111,7.17044357605692,3.217847654031474,low,sandy,35.939060919698136,32.74903881904107,good,maize,16.56993209836953,maturity,19.00308047722957
+15.097959373777332,44.17031894897264,11.147431154360444,9.897609239480111,high,loamy,20.008871807941,40.87996091334768,moderate,wheat,11.915574591010564,vegetative,12.280348088252556
+39.98651702649183,52.61962975262729,8.248075134731845,7.969970232990144,high,loamy,12.088120403099987,44.3141086552912,good,maize,11.75189235716637,vegetative,12.373227636048016
+35.05684242868695,60.40270583596789,3.3793851103963912,5.318295058609451,moderate,loamy,45.78189574549971,45.73259381317668,moderate,wheat,14.02322297449084,vegetative,17.58344595141158
+34.66807536833852,61.68840343642522,1.4803998051178824,9.487331447109652,low,clay,9.709264601643008,53.471314488977285,moderate,rice,16.501278463189372,reproductive,18.664032382173023
+27.743151882204494,83.32366371310289,4.724629906197757,2.728938994929578,low,clay,39.28045174770077,55.49955841176308,poor,rice,13.14939659912111,maturity,15.182974703220111
+22.501677072636,52.83396797683298,1.154009389820887,2.701289731412462,high,loamy,9.579905101181875,40.34142066222503,good,rice,18.68821920598809,vegetative,17.581343871979723
+18.7816071115669,84.51144183003075,12.372239197796135,7.459608149028684,moderate,loamy,35.812383937916664,54.70821176930354,moderate,rice,17.90206885134693,reproductive,18.861878569664
+22.11686847116159,56.48205361918738,15.914352029322009,3.423776387030748,moderate,sandy,9.967351759633312,48.23108601681707,moderate,wheat,16.08812038058587,seedling,19.98391141872544
+24.39928054822848,74.78236048754123,6.7948153647480165,9.337116121546272,low,loamy,27.897101177925816,20.13626942777439,good,wheat,10.858053471387358,reproductive,9.378805490654646
+33.90775242450735,85.81525919910337,7.742221107047165,8.722873394390966,moderate,clay,13.459806133309032,11.765594931694409,moderate,wheat,13.4177876526592,reproductive,15.308099035956284
+28.49154472257881,84.45454223779598,16.323821255186132,4.450937792809492,high,clay,43.99617122222658,10.494415927632168,poor,wheat,11.612915751356956,vegetative,13.854244683015608
+16.937090663887066,33.41717203774087,4.452258247471206,9.110716658154962,moderate,sandy,23.066805619033254,39.33115987364404,good,maize,3.105320424030051,reproductive,5.3339354097463225
+15.450725223972809,42.34225769859419,2.3832053038974843,2.343101496058627,low,clay,5.6941857275059,36.07966277932484,poor,wheat,14.269371004366592,vegetative,18.86843654292127
+17.558304488351578,58.61432553193651,10.02236234662173,6.389102821899951,moderate,sandy,33.26725634855228,44.8184276252706,poor,rice,18.56516747339956,vegetative,25.0
+25.26246784243448,55.89325739718644,12.923803390664744,9.484502189670666,low,loamy,25.03126125090371,52.14141434746784,moderate,wheat,11.82134622720789,reproductive,14.843152665852967
+38.32982292622546,68.45349989023242,11.993088500929584,8.843063831485585,high,loamy,43.68826836925957,18.222124868092425,moderate,rice,5.898712504799338,seedling,10.15362941999015
+30.93506203023054,86.68254304952472,14.277460905483617,4.84858659040796,moderate,loamy,24.4914880001818,52.82158847517668,good,rice,10.811064898298309,seedling,10.96560402706044
+35.04564749688788,36.74428267667693,1.1350236434604777,3.462963481877079,moderate,sandy,23.50132160561388,14.904102270302635,good,wheat,3.0516375767975976,reproductive,6.255425268259266
+26.659364862613717,57.111519908054426,8.564032255167458,3.684324707229957,low,loamy,25.434194684590945,54.1621677252323,moderate,maize,15.578058185649386,vegetative,18.88798983704046
+24.04165207987607,41.544662273228354,4.771410478913863,6.116063024627242,low,loamy,43.69343082013344,52.52432219176574,good,maize,14.364541350555834,vegetative,16.91965187682622
+17.710009317915567,83.64645590387684,15.182425190920483,6.7741835506917925,moderate,sandy,31.407015268694305,44.8477901492788,good,wheat,14.078118608788388,reproductive,16.904913929657756
+36.89832555465512,87.87481114809917,17.454609681206993,2.2625145329890914,high,sandy,35.12130891060217,25.001460950847733,moderate,maize,10.377588556153652,seedling,14.37403335439064
+34.57900072569757,58.722100913421,5.626714816128297,5.3084124738791045,low,loamy,37.41848987701072,14.670672974414956,good,maize,9.664288049706617,reproductive,10.587667694686347
+19.20295243994313,36.24061786368844,1.9043615813881651,8.643096925151237,moderate,clay,47.18819850982958,48.90435329644069,moderate,maize,7.635236859923184,vegetative,11.606407548090944
+27.80651409690651,77.11768000336039,5.068559239827937,5.554631601886377,moderate,sandy,42.68842666868155,20.89397069797925,moderate,wheat,18.57429024110771,seedling,24.7256158942913
+27.18437019803112,71.82848102954394,2.0801697811783937,3.353403127595284,moderate,loamy,46.72779177394372,32.04685414628972,moderate,rice,9.269191111422051,seedling,10.51667079924034
+30.627288817163212,51.28024959661863,6.448443322269075,9.638882344152774,moderate,loamy,20.44872230829214,36.54295333571859,poor,rice,12.430118977066718,vegetative,16.04993864117486
+38.654672349781535,83.24444843813781,10.763971566436512,4.1302043194117335,low,clay,14.667801895994735,44.27211589681104,good,rice,10.774067843732938,vegetative,16.271315391235422
+29.49428604406199,88.54991338696243,19.473619087964128,8.387426125072484,moderate,sandy,14.152528036887034,34.37190361266431,good,wheat,14.233703365455446,vegetative,18.672056811589908
+28.505431669465462,63.471230947811726,7.98740508702717,3.550353330711479,high,sandy,43.60104914677952,44.72666330754948,moderate,rice,19.68961272250839,reproductive,23.752379721691906
+16.2580733233666,63.94367468065754,4.4007984770924224,5.385381833772719,high,sandy,42.37660538964459,50.70191197572514,moderate,rice,12.858660838893565,reproductive,14.648350823456678
+16.5726869004506,47.85081030682667,3.336034807416701,5.923380318198495,moderate,clay,34.26852251285169,45.653044387236335,good,rice,9.924972712492588,vegetative,13.08965499658655
+19.683669783169723,65.07036215899885,3.46079532277352,6.005082367585956,high,clay,7.83240727970995,24.975135422900514,good,wheat,13.30735666315792,vegetative,12.835556210411506
+15.811769292293707,56.37853923149079,3.851953665229184,6.131790944805639,low,sandy,19.31216708222497,54.71430751577247,moderate,maize,3.5787527373154813,vegetative,9.993645848091903
+33.58382238925031,48.13146161568312,15.24534045074894,3.7995803255180913,moderate,loamy,38.039057949582094,37.528571940220345,moderate,rice,18.377277122648024,seedling,19.940946477019764
+33.08325759984908,34.03111179143408,1.2205542286483984,6.127324175686682,moderate,clay,16.185594818099396,33.268740888368995,poor,wheat,5.8607708980004976,vegetative,10.15066369605528
+18.401405860791076,45.1624715825475,19.948054138860684,5.853702031022034,low,sandy,33.0826514347591,38.75235029022633,moderate,rice,12.184024377806534,reproductive,16.81882838998946
+35.90197251988202,41.871278980659866,10.453727823325224,3.669755977010106,high,loamy,29.42335498435428,34.161000011268825,good,maize,9.4544091308121,reproductive,8.459536524097675
+18.8696508711528,62.522519073236936,10.885437886016511,9.905532476029688,moderate,sandy,16.820256832711856,47.75549832033928,poor,maize,17.4617279251168,seedling,20.43754313457245
+22.52938967493397,66.10020130581563,7.151277573992097,8.924507142292402,moderate,loamy,47.04521138754165,31.033198806752356,poor,wheat,19.36834439555204,reproductive,23.08464099452777
+21.224422479034125,66.51430345836098,13.80510718824241,9.100610808179864,low,loamy,16.553257216691094,48.836156964687255,moderate,wheat,4.056017319915011,reproductive,5.493132161130728
+24.3076774643262,53.29086006274075,9.429126817615954,7.484568403063159,low,loamy,45.2656019814942,48.00776184068284,moderate,maize,6.515964325111846,reproductive,9.559789596293491
+21.36659414724905,55.27378402112976,6.581225699290996,3.2791762455340523,moderate,clay,29.34193636212253,23.843520851273293,good,maize,17.43868182441291,reproductive,19.429409811135173
+27.2237731609613,80.05430577843839,5.302768074160857,6.544736511197991,moderate,sandy,9.132260585972656,14.797066525493898,good,wheat,10.71908800001134,vegetative,15.618206170711115
+25.185197033867134,58.573968811029744,18.51302413866519,8.57151705301909,low,sandy,42.5131139902152,52.54790083474273,moderate,maize,13.752545545835808,maturity,18.6000082740027
+39.664237269483166,89.26639992822734,5.819790301048404,2.3098919095093,high,sandy,40.614441989803325,18.445989701489843,good,rice,9.30842515000455,reproductive,11.959093476273376
+16.398158753205642,56.37703380053189,8.727865188596839,5.966744826300958,low,loamy,42.39385385427506,11.559126978776614,moderate,rice,12.083636126323578,vegetative,15.630965931280787
+18.55453440968379,68.97485667707033,7.006828042329365,5.168983039959345,high,loamy,33.71668455376475,30.116324766475078,moderate,maize,7.537004941127487,seedling,7.819725763276951
+16.320647347715063,33.021779939603746,1.723576548560719,3.696997837274429,low,loamy,37.02270318461697,22.707471438714645,poor,maize,13.031224216136415,seedling,15.309117892502655
+30.6460298745594,69.20039546512865,3.7186878896453424,5.026000030122542,moderate,clay,45.81760910740226,21.018060605838883,poor,wheat,10.360265934122152,reproductive,13.452452861899877
+16.36273193534299,81.08558366490037,3.79003950652764,9.867980086955622,moderate,loamy,10.746425620455051,18.615679588405985,good,wheat,14.58362577722698,reproductive,13.5877144701946
+35.91099343440308,86.54747031199777,13.872990287793098,7.785946610894221,moderate,sandy,8.736702995979378,47.45982823804686,good,wheat,13.338245570931056,seedling,17.555848924413112
+27.7984657670482,89.83923669838623,8.131708199316183,4.396296640119531,moderate,loamy,10.62840375435491,49.17113595272311,poor,maize,5.273089768746372,reproductive,5.901274094859684
+28.175190614538344,46.93071873895399,15.639351261413172,6.842840411846637,high,sandy,44.15322392083655,12.319479183179508,moderate,maize,6.238409990953317,vegetative,12.29917697228894
+29.039862692804853,64.52220388954301,14.17901848668314,3.9732499222854383,moderate,loamy,30.33203881212323,37.34058768623192,moderate,maize,3.394189535392724,vegetative,9.964085255567062
+19.27034265765527,57.04307913192884,3.840995327920753,6.886751272194191,moderate,clay,12.922937657119618,16.757272296619217,moderate,rice,9.088212391060178,reproductive,10.707058145704474
+19.94225757786219,63.82904883451026,11.258338402402012,9.169333515879456,moderate,sandy,11.377043075294816,34.977706365014086,moderate,maize,7.639519944930461,vegetative,15.392451961117532
+22.97043307182512,39.4471774313908,14.858176920976057,6.455014399540419,high,loamy,25.044059991408943,27.39649043499448,moderate,maize,4.3989299268404505,seedling,5.139683640879344
+29.83741039554629,81.36897435575649,12.66085846951446,7.866719803621462,high,loamy,41.70803251597688,20.090809687195943,good,rice,14.527774255055522,seedling,12.652975131083052
+20.252944398505363,84.57413660067525,12.000330161759615,5.626711989730374,moderate,loamy,41.23295238027198,57.40298511549735,good,wheat,15.171191621697464,maturity,13.96583470548853
+17.90829317833153,56.97969978677536,14.79221774801536,6.192991341311973,moderate,clay,43.30638810248012,57.83730883918992,moderate,rice,14.25901866448275,reproductive,14.3420088136718
+39.252922160460805,46.82579169441461,1.1356147851261378,7.560600630039029,low,clay,39.602513003496775,38.19852605405792,moderate,rice,6.9619849556162094,seedling,10.539880041704889
+15.549545370240573,38.45000565918074,14.628438947228656,8.499240040411177,moderate,sandy,7.772891434910518,19.40250321331455,moderate,wheat,13.681158122424172,seedling,18.408108350851485
+35.06743513340054,71.02588948666826,5.453105263068567,7.275611092203597,high,loamy,37.40751069055145,39.163297213375486,good,rice,9.45579019374352,reproductive,9.361059324227195
+34.700878739375554,48.73391037724412,11.43744509018708,9.819935951120744,high,sandy,28.35325806777773,56.42496333625508,poor,rice,3.17435269569208,vegetative,8.020947503981265
+22.4303528461274,84.57231419480331,4.846099893930149,8.558580702386262,moderate,loamy,37.68854959608044,28.88803900334845,moderate,wheat,19.448152105185315,reproductive,22.078686633409085
+18.39066540018284,70.26074849069221,16.77635144413675,8.217281636863001,moderate,loamy,26.792723283532595,16.88683986787289,good,maize,15.201842545472598,vegetative,16.284019256236373
+18.640716167635585,68.74111951045444,9.61118708601512,8.760812631848204,moderate,clay,26.759257299374585,44.68450922686737,moderate,rice,7.056795724826918,seedling,8.356560181309417
+32.43579043092981,63.56412695389445,12.858824240499672,4.249687483394792,moderate,loamy,10.67605974457108,42.813446870654666,poor,maize,8.260032937532479,vegetative,12.225449809957228
+31.070164777154343,32.74658036572354,15.88164086953456,5.456377231587045,moderate,loamy,45.73513587379866,10.069412075486389,good,maize,18.26785157474434,vegetative,20.36436972007592
+34.56864185628467,85.91534614113522,17.906305101427286,6.515703347156726,moderate,clay,21.857979038864887,52.68027939931866,good,wheat,7.334189181424064,vegetative,9.17138591192883
+38.43702930997762,67.6762495979676,14.64124194138682,5.699090547541485,low,clay,31.20683415576542,43.03735491879451,moderate,rice,4.569780486670739,vegetative,10.447603550098837
+32.2981840816648,89.64371900298661,2.975371523808114,8.779662545792638,low,sandy,14.322031989705089,19.784929690411225,poor,maize,17.29876983781439,maturity,22.62150640099369
+18.89628841378609,62.241384286373226,17.09064739171573,2.216548141433856,moderate,clay,21.6000004396934,10.161937942640018,good,wheat,14.859652274258528,maturity,13.526829041369002
+21.086065419135267,72.6066535143728,12.371558317310123,3.673403337862567,high,sandy,44.1759840433016,58.61500691497445,moderate,wheat,12.225807114283374,vegetative,15.987575362100117
+36.05484327182786,33.37257347197333,12.188995167605473,9.053652328014838,moderate,loamy,14.43197143476162,47.733986803033886,moderate,wheat,12.4233074491267,reproductive,17.118311741660825
+20.232651895855213,67.90417060940464,18.42681119609843,2.4728011014157376,moderate,sandy,14.274752600403176,28.252560063595592,moderate,wheat,14.693222379233568,vegetative,21.91920191244169
+16.813057923862036,75.87897669542144,4.976631113317662,3.815906428870385,high,loamy,16.722459962037057,31.639421627615647,good,maize,18.483569775755587,maturity,16.51981791160886
+32.58200135105626,76.71085769115344,4.791752369880666,4.81000264301189,moderate,loamy,30.85974895740307,36.94302558939415,good,rice,16.982249628566777,vegetative,22.08351297298533
+25.06315888725355,76.20669913381712,10.263871093899237,8.005924486493527,low,loamy,28.43096994619407,45.93139517099764,moderate,wheat,6.965328420703099,vegetative,12.212446555692228
+38.00100131364759,43.57695763762006,15.017261330697302,6.481445569334787,high,sandy,12.889490084955952,18.646548322316757,good,wheat,13.942421850053009,vegetative,18.84287362645535
+31.25637677734154,88.52390865631355,8.944814164570182,9.636837622242648,high,loamy,36.13860594054627,19.786452504858858,moderate,rice,14.412083171973174,seedling,14.109712917171114
+17.26047444479152,89.71092723749632,12.677827797848044,3.823000120583788,moderate,loamy,45.8393013093787,12.413483944854455,poor,wheat,16.96822199428479,seedling,20.382284502550363
+38.69641418134152,34.535752509696074,9.050494484454376,8.976963239909836,low,sandy,13.947299479953006,59.28971189915542,moderate,wheat,18.487056806768926,maturity,25.0
+21.463931591006148,86.18678536870544,12.207743609739374,4.26330791799399,high,loamy,35.28292214581761,53.77854937689738,moderate,rice,3.996072751325429,vegetative,4.735553398095659
+23.430312260157145,47.36695165826216,16.44524605227422,3.9639860730124816,moderate,clay,31.38730659132952,37.647900679845264,good,rice,4.606390685554189,maturity,3.644420855258775
+25.05651034208855,71.35704490505789,3.6095339218184654,5.987001584794806,low,sandy,19.802253224297985,31.51368228264306,poor,rice,4.618817335792655,vegetative,9.16430148465038
+16.28060741010783,50.28665524416793,13.90757068011968,2.569636042051949,low,clay,32.80237783977519,21.871997631432446,poor,maize,14.766521589643656,vegetative,16.612154833360727
+27.41288555576512,88.06525940238728,15.748514786763666,5.0744561039462655,high,sandy,14.445899969358551,39.74913988417168,moderate,rice,18.780045744705497,vegetative,23.159479050785865
+18.082962276882306,36.09023149821213,8.94222814963565,4.845407744877949,low,loamy,42.52796750488784,44.52551792047386,poor,maize,12.895982693609175,seedling,15.682381538608622
+25.024258167208792,59.86480901738256,6.464671541357085,3.2808124456141883,low,sandy,5.999543893345066,44.45913866808407,moderate,maize,12.653966342958787,reproductive,18.54741021189625
+23.76774469980211,55.68286751652448,0.2708864784880416,8.886358762199285,moderate,clay,30.51783395483287,10.321806896913229,poor,rice,17.27705411921834,vegetative,21.36545589262597
+34.321002085662585,49.56140713667909,15.94210044668187,5.087117149675066,low,loamy,19.34510818457389,45.101945993715205,moderate,rice,19.86847325896669,reproductive,23.42032954426068
+35.07926279081828,68.73203945280892,6.558773180719761,9.85536143610946,low,loamy,44.66123239658217,53.3186425621387,good,rice,19.01169200459947,vegetative,21.551003782332767
+18.8353220597272,37.86334460530005,7.146189388161004,9.197663592302195,moderate,sandy,27.471482061837357,15.745834244811764,good,wheat,13.316139410107088,maturity,15.013401027655428
+24.16377968448065,72.99974508802181,6.720123261976245,3.558485596559404,low,loamy,41.1119617671899,47.768850614737886,poor,maize,19.957427445403795,reproductive,21.412626508045506
+24.333829025795797,88.83552742828724,9.974786616246762,6.040977378703508,high,sandy,46.5719155183019,51.16192962825632,moderate,rice,15.294706130419115,reproductive,18.827314894324672
+18.785261098402128,78.27352286811781,14.049991464381542,6.814433106932423,moderate,loamy,20.0457298158656,23.80846925154379,poor,rice,14.909929542649706,reproductive,16.05104777437854
+34.961337626279764,81.60100517457272,15.437262620010216,8.551684023548969,low,loamy,44.61538354571381,45.60530959384182,poor,wheat,4.660487495925087,reproductive,8.049886375276339
+32.68070820838558,51.57820459074015,7.8514144080631665,9.085141997211158,moderate,sandy,37.68255176335554,14.837743651504445,moderate,maize,8.050184611816036,reproductive,13.839200090421931
+19.75954465742587,49.49319638887312,13.26204070090338,6.992144169243919,low,sandy,9.867847869858345,42.46060659394646,moderate,maize,12.916662839482145,reproductive,16.099673407863214
+24.16804771484497,61.022901281408,14.413685005426304,2.281073625137723,low,clay,9.676397694708198,35.51646754886601,poor,rice,14.860196893095058,vegetative,18.954640987996346
+17.645125621412856,32.74359688573636,5.938346633547631,5.8502115961450345,moderate,sandy,41.780542586625934,52.49260736303423,moderate,maize,6.427115503551509,reproductive,10.480018018843456
+30.7051649273261,86.72148806739196,1.9324293907418653,9.07842828949066,low,sandy,26.074224032223164,32.59838052879421,moderate,wheat,16.752913378661127,reproductive,23.04071984667466
+18.034298113715494,38.62711038097153,17.89331441288925,7.712716820354079,moderate,sandy,27.281762193653726,31.40479142563413,moderate,maize,17.886138853357977,reproductive,20.722727759324208
+39.64835421562295,84.18078235008554,13.542319435631857,8.961135531275662,high,clay,45.106094242160346,56.68924219370759,moderate,wheat,17.479548785319494,seedling,20.13488044120038
+34.51705186719656,35.01493332002134,12.962208177525827,7.392638317781659,moderate,sandy,45.67115015818995,56.71333756103149,good,rice,12.136289481316082,reproductive,15.505321625669083
+24.75596373959988,79.3574956607136,1.1780503042395596,2.3522800785197813,moderate,clay,10.071769310898729,11.785581567005284,moderate,rice,8.776982614604734,vegetative,12.175884993464448
+29.46409830698386,39.11775155269291,16.357461150078528,9.744053249652886,high,clay,21.81417453250514,34.27825262940306,moderate,maize,17.312591516844687,reproductive,16.383344904804087
+37.78354540541022,32.28789684548836,11.321083121721063,9.34414832455743,high,loamy,45.28520461711168,18.04788007666865,poor,maize,15.615357631311378,reproductive,18.085301051258742
+28.85248200989565,73.16936701556452,16.957688346351322,3.012636319300986,high,loamy,41.89344567547838,23.6853108824791,good,rice,3.643348868623744,seedling,1.1824104807562064
+19.36246215994888,46.815918010465694,19.49122367473523,2.9015293347499904,moderate,clay,37.44539694661445,43.30701712322846,moderate,wheat,11.519741911618548,vegetative,14.44385612099724
+24.46758388952898,72.86976916706098,19.142006417604843,6.312628003816161,high,clay,9.588524169777743,16.46439391299412,moderate,maize,16.992058488226444,maturity,17.74905897644937
+36.07862162574364,63.30511502836919,17.121786927804152,8.056406676455065,high,sandy,32.953755479264004,10.563524671140442,moderate,maize,12.676903724742562,vegetative,18.142843087112
+31.105325399740448,36.528443413803934,0.218947476627378,5.05738569550603,moderate,loamy,31.183313074789115,46.35618213003362,good,wheat,7.55841494478175,vegetative,10.72607726304394
+31.268109608345007,85.92780439806982,17.71454416473913,3.0910573083459365,moderate,loamy,12.522517748085331,42.06721430991277,moderate,rice,3.280939344674046,vegetative,8.132703748786433
+36.67053714221223,57.13885048580865,1.50124627655291,6.084448790250836,low,loamy,39.82364553802713,55.13321421931331,moderate,rice,6.853520044136856,seedling,10.301274032897584
+37.34932643656262,74.06683666792128,17.023879403535346,4.70052908975178,moderate,sandy,19.038964321793628,37.1155060558864,poor,wheat,13.401584767669982,seedling,19.6098108353775
+37.99481429448591,60.06123432093751,5.603481372232473,4.814175644410597,low,loamy,32.92815753401228,57.2665345767834,good,maize,7.3023184522907325,seedling,8.416970638774664
+17.371229831328904,66.26168849767228,12.201366770667352,7.159884294723057,low,loamy,21.282596861287708,40.46566806327312,moderate,wheat,3.1931347214384926,seedling,3.874412510771741
+28.60315004907752,48.16641554140155,0.7613646229975934,9.084864793836031,low,sandy,8.797784589721427,29.357518269761403,moderate,rice,4.189243876136343,seedling,10.003216550499218
+33.51273803045797,42.02161824020702,15.423633922364562,6.468733846845154,moderate,loamy,28.615770160876476,40.42318526467015,moderate,wheat,9.45739193525394,maturity,12.10218949577723
+33.92317112817534,62.55421220448407,2.23412244465943,7.500820086637085,moderate,sandy,18.79894110000448,47.45901350581447,moderate,rice,10.901789253231431,vegetative,18.923469115815355
+30.16790504925009,56.41313837826012,8.213763433515437,7.279575932169932,moderate,clay,8.209085150641538,27.37705763333523,moderate,maize,15.904274941390836,vegetative,18.43659679076845
+19.16968337959185,53.40679280603599,16.348920046506027,6.40916954045544,moderate,clay,13.932901224166724,28.626246854802197,good,maize,12.205117301520094,vegetative,14.06069917844594
+34.9355138485416,70.35403170567739,13.906979930166704,4.486065164665041,moderate,sandy,32.84850961359104,41.496864742514816,moderate,rice,16.24003477268998,reproductive,22.56338367391688
+33.002783337873645,71.43039792066816,0.1208539371613381,5.02235347928191,moderate,loamy,9.562189972282775,32.779597806351575,good,rice,5.546828639439758,reproductive,7.295645723749581
+17.153394288725906,32.75520336547578,8.060646690850977,4.5256303879233295,moderate,loamy,8.935985347345392,36.34866030737447,good,maize,8.955249147480208,vegetative,10.633151181132837
+26.59524561685941,50.32466965462033,0.8385503392901605,9.33998477185644,low,sandy,47.4809706063883,59.10408162409087,good,wheat,11.797180761343602,reproductive,15.772632584462604
+19.34943498804509,54.70587301358265,13.469997216369382,8.612949364083544,high,sandy,9.83855206046367,12.188746617241833,moderate,wheat,3.2658541069211817,seedling,5.049974755063811
+23.436926142824294,35.813529669850084,19.378969835066428,6.634778982809766,moderate,clay,21.92268777393008,42.39501865094402,poor,rice,19.333953422501256,reproductive,22.733430206070768
+15.452027305142137,44.1540520018973,13.105225246015184,9.297947767793604,high,loamy,11.003490071756929,56.14427326793199,moderate,maize,18.685938141162232,reproductive,17.448850605231872
+25.00824671026896,33.0985078333654,4.487448622351115,9.091269545183824,low,sandy,47.26710915090125,21.81057032609452,moderate,wheat,14.289452452041589,maturity,20.734549604358016
+28.74692302890526,89.77452591702124,7.104660641330803,9.42155519801468,moderate,loamy,26.652262977654942,20.60137971570173,poor,wheat,6.628315770576545,reproductive,8.49523153210621
+30.48956482067717,74.19343217819068,19.533011113169355,3.774190861244264,low,loamy,10.000365895119655,28.14990304651535,poor,rice,5.34402590778061,vegetative,8.487900949214474
+31.587258628217757,35.24700939016522,4.4810482406470005,7.740024302111157,low,clay,39.59673990915384,13.703926612610816,poor,wheat,18.098713493183936,reproductive,20.671579442924987
+35.9072828275615,31.21496278740553,11.230581461088851,6.873795999388014,moderate,sandy,40.13539644681226,38.01423965909891,moderate,rice,7.891865697940982,reproductive,13.17287732555363
+20.38657268189325,73.15726800913681,8.009076173634895,7.870645102676857,high,sandy,45.553975850377626,42.27294391364836,good,maize,9.4016552311547,vegetative,11.93527243643898
+18.0120455609617,56.35152994096002,15.366305958564432,4.107034911346298,moderate,sandy,36.7544924108903,50.99434047538911,moderate,maize,9.72615419278393,reproductive,12.935339699648134
+36.28842929744814,77.20780254387455,17.347785439597743,7.558472571506382,moderate,sandy,7.462232322847622,13.308804915745778,moderate,wheat,6.62357354075592,seedling,12.252177694393072
+18.91532037231625,85.40856226910302,6.816745487005935,5.278628122035096,moderate,loamy,29.76401961963417,31.809248963724627,good,maize,15.317780514785252,vegetative,17.838870996773874
+39.36900203340488,65.95802334098235,13.207927273987652,8.672734370450403,low,sandy,22.281793643016996,49.210341823511605,moderate,wheat,12.775467966645728,seedling,20.484341969079747
+36.06345573496593,41.22650537503518,10.980953950354548,8.362925801294185,moderate,sandy,38.68614726320148,48.415093189565184,moderate,rice,18.108721932455893,vegetative,25.0
+27.52191514723998,76.93164216278716,5.568889801108668,3.690860886871337,moderate,clay,31.59180538276173,13.682027963646778,poor,wheat,6.730464572852488,reproductive,9.4376763807513
+39.53553562305064,87.34870459046246,5.438816056260034,3.470842211226424,moderate,loamy,37.63402343565011,10.569779482148007,good,wheat,8.771550153547377,reproductive,11.871079640046805
+17.434418227700107,64.81387722359736,10.77263295064608,7.741853770278928,moderate,sandy,13.11997630428904,49.16638719306109,moderate,maize,11.4096148956228,vegetative,16.341352485442798
+22.57664402937754,70.91984683684402,3.080057470645996,6.403799157825284,low,loamy,24.6681947270504,16.898881767726657,moderate,wheat,11.028681937418195,seedling,10.864314347409977
+30.955610376015287,50.24848170220038,16.21619792964943,6.457647285456392,moderate,clay,24.444694714213213,38.88947822621505,moderate,maize,19.68769541263235,reproductive,20.89877388713737
+23.750171711829463,52.89166167961867,1.3800967840080405,8.020122587674837,high,loamy,49.14385752120664,14.712308494512811,good,maize,13.134785235631014,seedling,11.433209885565836
+38.20931379951979,74.07926987118384,1.8914897241663264,8.83976634417432,high,loamy,5.859957326147267,24.775556705223952,poor,wheat,9.97490353864356,vegetative,10.879879973855148
+16.640652204445438,85.66626590440916,6.844526178545351,3.911711204869734,moderate,sandy,41.721932393642966,17.90186410161987,moderate,maize,7.848704566300427,reproductive,12.8038503338824
+28.735295801524117,67.73930323346113,2.361835163942667,6.444316374324401,moderate,clay,9.370023934430003,46.81971843281063,poor,wheat,12.815003222764098,vegetative,14.77744399660506
+29.77165668487786,77.39087450912085,9.514000425109847,8.631637675936616,low,loamy,8.617012508034447,43.63622088157897,poor,maize,12.292321381024102,maturity,14.485983090520666
+31.318203094430604,40.29810104492238,7.993517808837407,8.98235336956002,moderate,loamy,19.767942191781184,16.76527402968307,moderate,rice,11.637082396415302,reproductive,14.68645037837864
+21.39165558329536,42.71754541547841,14.43619591771434,4.299275106708133,moderate,sandy,36.53451022582099,12.96651730685884,moderate,maize,19.04419723834806,vegetative,25.0
+24.11416068799661,61.922081210003405,19.06008310419441,2.8332308527801,moderate,clay,35.53008456906729,33.31676254860962,good,wheat,11.571468920522424,seedling,12.992865189752376
+36.09201324162444,40.59325153457043,15.07117169478252,3.8625860310222393,high,sandy,33.25462898560904,19.77739745804628,good,rice,6.876663540972932,vegetative,13.22071343007869
+19.873569224253995,68.09970421325542,3.588973257612087,9.563996112116218,moderate,loamy,39.85479962259205,10.407101845151352,good,maize,5.651175025406007,seedling,5.850137428841933
+35.67169617933405,47.49919112368194,18.71042570928806,5.699837699481714,moderate,loamy,15.45701239398804,23.213637061410083,moderate,rice,18.464171239152897,reproductive,20.96254677416604
+29.06638557256856,77.49195712001352,7.842668651061344,5.348590324448199,low,clay,33.52300001812776,20.76218384936285,moderate,wheat,19.96313610461881,seedling,22.283420940901934
+34.05468777985205,78.4866207968606,9.483787218538255,2.1046747898736813,moderate,sandy,33.711689559678845,44.24796243599189,moderate,maize,13.069573457222392,maturity,19.08689416088578
+32.84018415658679,57.82724734532118,8.43152474741271,2.408117463370809,high,sandy,34.44509807578013,53.04315393435204,poor,rice,15.361212781301552,vegetative,21.307563233175397
+20.187787384621977,40.84863810225812,5.610940465754379,7.349567435797789,moderate,loamy,31.75041357749154,21.88194579938708,good,rice,10.148354368521137,seedling,9.78108819172409
+29.220318410846826,68.80649766491595,17.900885755949677,6.718616549799972,low,loamy,14.968530177691708,21.152388080491548,good,rice,17.650667900703574,reproductive,19.59259235310256
+36.69307882012731,89.56722109581519,6.644777317932322,6.60422638796323,high,loamy,46.14345041429474,29.38831694612239,good,maize,8.893945535665008,vegetative,9.779073576444702
+25.802905920048232,67.3554538765514,11.571929393590928,2.8825830081957724,low,loamy,48.920208283956974,18.62788169845408,moderate,maize,3.3266059775169707,reproductive,5.114386780928803
+39.16476925558292,32.14648144284047,4.800671687486604,4.816489356522828,moderate,clay,36.01340205889727,57.34075200406242,moderate,rice,3.647940650519568,reproductive,6.402275560872648
+26.305377502542957,31.037638546024954,15.947507495403608,8.498865109121184,low,loamy,24.983587278824928,22.17632697884808,good,wheat,17.034962173858446,seedling,18.78255989035253
+18.56964091669712,49.22171822953837,15.48397319058373,3.399289791333098,low,loamy,29.17358486632296,14.666455677362755,moderate,rice,10.154138641811937,seedling,13.713429962936146
+24.73586700194183,41.74702841162429,5.926242768940879,9.061498007859493,low,clay,9.876718313573292,37.84443981784572,good,maize,19.451384270731214,seedling,21.20796939238925
+38.79256015976343,78.78307242859849,13.631081462869073,2.9718264027912253,moderate,loamy,21.35281541506748,36.880977312674176,poor,maize,10.099714187056716,vegetative,14.117609754509155
+22.99302123349636,80.68834002216002,14.077470661898994,3.353194640991905,moderate,clay,48.92604592842555,41.59570861740907,good,rice,19.081265506001216,vegetative,20.265637679164755
+36.70245399667657,45.51712627862857,11.250228322095325,5.821999689229828,moderate,loamy,29.647501817321903,58.33512826860134,good,wheat,10.999242605946067,maturity,11.153438254708458
+37.03126704204725,49.53868661699356,12.011967645433405,9.562399235588298,moderate,loamy,30.22823946155752,26.174359226823725,poor,maize,15.269042778542808,vegetative,20.782010811149945
+23.754663108299027,44.17481806290688,11.489092765815917,4.636381425163389,moderate,sandy,47.92909410591116,27.978568829073023,moderate,wheat,7.984795759125056,reproductive,13.39985979089337
+17.081441451265803,84.50295284227585,1.6372880798969125,7.265743948464391,high,loamy,44.88593811548792,26.852022270567986,good,rice,12.33103410003402,seedling,9.019044435021236
+33.11394772897046,60.158960077336936,13.4053068942757,6.70937004791261,high,clay,30.592237001181253,41.43148303232056,good,maize,8.53460322538777,reproductive,7.191365251900704
+22.78780747534965,69.36822264492119,9.395500196773824,3.19698109200446,low,loamy,17.10458820419692,40.20345194730434,good,rice,14.507595564976146,reproductive,12.690219316890538
+34.57309035643931,54.9289252019762,8.769145610828271,3.9853352111533065,low,sandy,10.261913685451333,36.44035313627515,good,rice,6.872736274820928,maturity,11.168438997637375
+26.06637120651083,67.86085161027187,17.199984375636014,9.441222181150575,moderate,loamy,43.86431415626394,28.21629797266324,good,maize,9.084491838501677,reproductive,8.815965687953504
+27.13166855856554,53.151322603304166,0.4645342692223542,3.478636989224796,low,sandy,46.40411824329125,31.38248264285259,good,wheat,13.777005018826983,reproductive,16.771167233837275
+34.44773516871342,50.38070626375352,5.026298359175103,7.560079118040906,high,sandy,27.242821460601757,49.62536007128222,moderate,rice,8.16248556153894,seedling,14.392193097974708
+24.559083276540697,68.06880439040881,2.428069996854927,9.717555860802436,low,clay,9.254685479287044,40.46233628285501,moderate,wheat,7.7455866321601405,reproductive,10.188425741377916
+26.07818363307286,65.46372468293936,0.7068208921945152,2.9560479376182247,moderate,clay,32.280112874000665,45.81539268914657,moderate,maize,9.466393759966564,vegetative,13.391165167137173
+24.404761719240557,47.61167725007698,5.513539953518951,5.193455921498516,low,loamy,21.53576295238435,23.836486142557163,poor,rice,13.568329387407209,vegetative,17.756488681674423
+24.183512881932,38.9609070191684,19.769525455893557,3.791457155541898,moderate,sandy,12.103729729132423,55.57460466672644,moderate,rice,8.66395409265112,vegetative,15.188953134603665
+28.148664422536484,52.114601630288256,5.404583464151475,3.772492139236343,low,sandy,46.361452533751695,11.75813609715032,moderate,wheat,10.386709429238673,reproductive,16.649314700566144
+35.21998611252877,54.91185834851456,13.274116395915428,2.9518867519974465,moderate,sandy,15.775207342146832,39.784844241365874,good,rice,3.35629984292186,seedling,7.555830693577539
+24.044207798064143,67.72106000547629,2.365977800814429,7.196409471931727,high,clay,37.00226821307732,50.61750259653469,moderate,maize,14.899920933671693,maturity,13.54126924363902
+28.10636801344341,84.87172581821183,12.036952600944598,7.970748079285694,moderate,sandy,24.322003668620653,53.314274016461255,moderate,wheat,16.800176123772076,reproductive,23.392799837904462
+31.76818313606502,32.17108785197551,19.689629662766265,7.41435128018445,low,loamy,42.256439027972064,25.9775865583629,good,wheat,17.060609729238177,vegetative,19.628619247772733
+21.735986157591377,44.6196607525107,5.836750469209306,9.397251660953224,moderate,clay,36.537570657924775,32.98754314152325,moderate,rice,12.342374021838078,vegetative,18.12141582171593
+21.93807012255981,41.62295653677362,16.961512327511656,3.1654304697444333,moderate,loamy,10.542201332835084,11.744458002096582,moderate,wheat,10.223934770073642,seedling,12.908879995915484
+38.33532817558637,60.137664521627016,19.95142760733071,4.5587629870800495,low,loamy,25.2325280595525,49.48827069165222,good,rice,6.162837816001647,reproductive,8.574838068952584
+33.08836433327721,55.78204842258959,11.77108177441488,4.756582477619648,high,loamy,16.69048498741286,16.22859939308706,moderate,maize,14.151084333012646,seedling,13.941419751690947
+29.42966690558272,73.7422574292113,6.188022008560708,3.856656830775237,low,loamy,37.111301218013445,31.40407128597203,poor,rice,12.803857602692538,vegetative,18.48001982376429
+31.1930013605153,44.54495475269183,13.470625197983123,3.137639553255733,low,loamy,29.51099720273015,59.54045049975371,moderate,wheat,10.307022346625216,vegetative,17.37227887780342
+15.73248607758546,65.66990194498551,16.896964125372374,5.89362780741011,moderate,sandy,20.308154799553343,55.88686198332378,moderate,wheat,13.44981510085692,vegetative,18.35228883494112
+30.452574139042422,83.03143581599755,3.4270048592395663,8.675517024379428,low,loamy,19.825706614765917,26.5011782481498,moderate,maize,19.222604254494232,reproductive,21.35586627151716
+27.737721830605047,84.64066439509828,9.050315276829066,9.636317804826543,moderate,clay,10.151914678461289,21.19403006329696,good,maize,5.309260485584439,vegetative,6.839842544664638
+28.643741994485893,87.52707628350187,6.383754202476819,3.0347250577479814,low,sandy,14.621982501556682,22.58462383272833,moderate,rice,19.399146894310967,seedling,24.04360735477081
+23.98559567077043,76.39566912479931,5.667179939247598,8.585257824581888,high,loamy,37.10598114182382,44.2392828537195,good,rice,12.694075025665894,reproductive,10.6579774320416
+17.036847442823547,84.35927437553491,17.21642521480345,8.596648983722199,moderate,sandy,32.445701621713766,46.28986390344468,poor,rice,17.144006537523147,vegetative,24.299204978641782
+19.833480840301306,44.07185231911645,8.43308013643677,5.111824972420536,moderate,clay,21.001817569002384,20.824653989391493,moderate,maize,19.893597559100584,vegetative,22.012060925665008
+38.76861783031679,41.85485666102862,6.781526836078255,2.880236993163633,low,loamy,42.6252022530618,21.999497995545752,moderate,rice,18.784003856858217,vegetative,24.962007333754705
+25.21748905677335,30.389285026831587,12.070210828520274,9.920064054055183,low,sandy,26.798578293388434,26.169454142570817,poor,rice,9.786187201955258,seedling,15.763278146288632
+26.667078895771603,72.4106614457459,4.388031592747625,7.244744244230549,moderate,sandy,40.74953694598957,31.65889891787523,moderate,rice,10.78320608420735,vegetative,16.809251445028334
+16.317744746335975,86.24803126882466,4.597869811361579,9.857565560332644,low,loamy,40.15310679480092,55.87354413668259,good,rice,13.29972773245938,reproductive,12.592938786447805
+15.939155738599515,41.21612070250059,10.405774617430092,5.869244125477268,moderate,clay,43.15995277923023,11.325392207332232,good,maize,13.845530592083838,reproductive,12.953734900657276
+32.92953617616894,68.21661452561273,8.185454572923682,5.16154399949383,moderate,clay,43.23972682468887,41.90986923628094,moderate,rice,6.879958987354991,maturity,9.612994811261196
+28.452366603027784,74.78758555330666,5.899647678446489,3.9774838077636314,low,loamy,35.55781693821999,53.08487999530892,moderate,rice,19.112873202125197,seedling,23.060034095957068
+27.717649605406667,85.6568541088834,1.079022645482044,9.868576014176156,moderate,loamy,38.72405720280201,46.16818000805256,moderate,maize,17.075098955717934,maturity,18.11816930914231
+21.07811326056672,68.8116134410333,10.415484772770432,4.026058155698189,high,sandy,39.96082382214417,20.83710598978284,good,rice,5.214633248920331,vegetative,8.431379519438208
+33.61876829074805,88.21762396492514,16.3321841120215,2.190102049744403,moderate,clay,12.61217301000583,33.83733271776519,poor,rice,19.85244593203373,reproductive,21.41151988882427
+19.205914477712295,50.68038846075287,17.02754410572116,6.099747308707823,high,loamy,18.511017275098745,55.51402893016076,moderate,wheat,19.9327172868401,reproductive,20.07246693548836
+19.7483685915255,50.99571202628446,4.708799594521604,5.016403944407323,high,sandy,9.6907882219497,15.785873268121062,poor,maize,9.023845569634185,seedling,11.81030395315631
+26.517804283706887,62.58075060086073,11.992824078949766,4.091060027434116,low,clay,13.521711308307475,59.37555911806096,moderate,maize,17.420728350180234,seedling,20.04185160485151
+22.156996552798525,53.01011286695443,17.117626189258807,7.076864931849388,low,clay,40.0229263535534,17.181183820314835,poor,wheat,7.431278914897216,vegetative,10.588969420191887
+21.186574530828658,30.08554369725196,8.174518565525295,4.914148919182578,moderate,loamy,47.61996952438919,17.120877176510298,moderate,maize,5.722770743570077,vegetative,8.39950131422358
+31.13094111383329,73.90632150521924,18.64273634615057,5.218007106534983,moderate,sandy,35.31359600288889,50.64296588907526,moderate,wheat,17.525201709318885,vegetative,23.3099666752464
+31.27429363046361,75.103022488709,18.059570582591057,2.1843648311523545,moderate,clay,44.87214681682928,51.41732591471582,good,wheat,12.540457970406608,vegetative,15.426283028802525
+35.612926744998234,74.81847628120623,4.162677948376188,6.71256742842446,moderate,sandy,19.30895068734523,11.895932801464513,moderate,wheat,4.045010628334641,vegetative,12.39524692899174
+25.4427141743244,50.701239996628,5.179296658004075,2.976568238776342,moderate,sandy,43.0608011137926,18.41527030714783,moderate,wheat,17.154396310660378,vegetative,24.586807538774288
+16.827127275653755,61.33736839867032,3.6088399729193776,3.7104388711633742,moderate,sandy,20.24536711215737,57.42638268339367,moderate,maize,9.519320508302949,seedling,14.324706303864238
+21.84165962303644,51.598411090600166,3.921087029094046,7.736942564901105,low,sandy,45.2375026210383,23.967263270525628,good,maize,5.87136649606821,maturity,8.500610750673772
+39.50013657992042,30.962184001838747,18.15724174346996,4.505941809471288,moderate,loamy,40.91206271797663,10.611983258444656,moderate,wheat,11.961645877804854,reproductive,15.506497432217914
+29.906464380817557,63.74693647628513,18.622758183852454,3.305681579507048,high,loamy,49.26187334539974,22.702105026912527,good,maize,10.992887894499734,seedling,7.500292538318506
+32.74342712002551,37.42563996504066,1.037944823702619,6.619393176499846,moderate,loamy,42.2272720119346,46.77162815899496,moderate,wheat,16.659545472011516,vegetative,21.42313577490382
+15.183945740635364,34.80247944548643,11.872067113444096,3.719235959503525,low,clay,22.919434637092227,55.82266895904192,moderate,maize,11.138796628980144,reproductive,14.049885390575705
+27.955143304563023,75.32994412180723,11.284631257151432,4.16782571166964,low,sandy,9.953590106109516,17.757829261399827,moderate,wheat,14.291412343730222,vegetative,21.51928369135162
+15.938216438295076,30.57037214508634,7.810952934489197,6.97071447982299,moderate,sandy,44.34228949515329,21.220690992585705,moderate,maize,9.016846767288754,vegetative,17.306744199187566
+29.2307553022862,87.54050661652357,12.63395185646214,7.918894250911319,high,clay,30.70359380900241,32.07656520966694,good,rice,4.862510500665222,maturity,3.8450464872360097
+38.01927124090189,60.91532184675461,18.947356510217,7.917277481564617,high,loamy,43.616369720519785,47.41511762004623,poor,maize,3.738166923189089,reproductive,5.929036077890508
+39.21047826251019,88.98098584236891,3.4050976544429234,5.857947294966643,moderate,sandy,22.42080115590521,42.934851102677946,moderate,maize,8.449991515640626,vegetative,17.193624086505316
+28.513816884723106,33.47985434836251,2.4082181943291125,5.634375288075484,low,loamy,6.3027155060885045,26.376679050301647,moderate,maize,14.36563649321543,vegetative,19.715825619828284
+26.4551201313054,65.0117729319548,0.6678114165795135,8.301161473850058,moderate,loamy,7.358746428263204,13.317590958126823,moderate,maize,3.181965939316586,reproductive,5.505276576188867
+38.62542735621235,50.95962215855467,7.276666156802869,3.544277800900137,high,loamy,35.172431572959724,22.648032329060577,moderate,maize,7.232969366555737,vegetative,11.438747931391184
+31.840245799917376,80.60894956885716,6.752569541557321,3.217619580227674,high,clay,10.150815702702848,20.978169816314555,poor,rice,5.575074592096725,seedling,5.445024647528456
+16.622481988460237,51.67336411405718,8.616393763172878,7.317560528236078,moderate,clay,38.54578980461316,11.052688153705228,moderate,rice,10.861072092457349,vegetative,15.347816481236269
+26.64313944168744,45.62925474344095,10.066200617618978,5.276055475114043,moderate,sandy,23.87491735575571,58.751998827073095,poor,rice,15.686650844445458,reproductive,22.4533713797136
+21.0061254616076,81.45318762599479,15.156479880609092,7.679987684561447,moderate,loamy,30.33985629355349,22.76857656716732,good,wheat,12.39589521990979,vegetative,14.576881980605982
+26.74510803621704,52.47918549919566,7.842267809150368,4.052801787705888,high,loamy,41.05460192537435,51.82675236303008,moderate,rice,13.340255112506703,vegetative,15.130002086531396
+26.386639300159043,31.00999919163369,6.612262187224671,4.598975048534135,moderate,sandy,16.38821499364046,34.24308026700233,moderate,maize,19.085354344472503,seedling,23.20758853335072
+29.553620070368552,53.41734605036002,16.53757640519254,9.173421193483126,low,sandy,23.580614668392936,58.614537845325366,poor,maize,10.773458064788338,vegetative,18.578582595249514
+23.91926225873128,69.27133614065652,16.99593341307313,5.373252214572705,moderate,sandy,37.83007923072131,17.47765604767825,poor,maize,16.83908220035012,reproductive,21.519012195237966
+19.1067612363982,45.26157232838291,4.655319285867064,6.727627757763075,high,loamy,46.329249075344045,15.533658046977886,moderate,wheat,8.845452998995171,reproductive,7.657513141024742
+27.592985864748908,55.91925554550944,6.293436454226167,2.853457552946476,moderate,sandy,18.063489267272352,10.123146224512766,good,rice,13.546287022938314,seedling,16.26238618464874
+35.75507210864405,33.40290829693353,16.502327418201766,3.43063337754207,moderate,loamy,33.02253249783979,45.92235444933063,moderate,maize,16.060842245892474,reproductive,18.250406065909296
+31.600305701690058,65.28556749083742,1.5881648859552966,2.287101830581154,moderate,sandy,47.80462814867416,25.318813502820984,moderate,maize,17.060844857452565,vegetative,24.62987545174605
+23.459196648130398,75.37769543162364,6.516935607814758,5.394966494093333,moderate,loamy,34.19834850684303,53.51774738168248,good,rice,6.774079416111125,vegetative,9.349506730003712
+38.38807556897143,54.79875368406662,8.967002140817224,9.911360035960191,low,clay,45.17550965634709,41.690242607354826,poor,rice,7.334993753658634,seedling,11.14901588193931
+37.80518928122956,55.213957968087605,3.741432304011421,8.990985221211728,moderate,sandy,47.28784331645819,38.871594434338064,moderate,maize,9.408336970542445,seedling,18.845444516368527
+20.23370998460247,35.296949915094984,3.598283932213964,7.063271319524056,moderate,loamy,46.82041800929411,34.34457683636148,good,maize,7.252954962905012,vegetative,10.151576815883686
+15.985439628009074,42.11645187071896,8.497241160270574,8.88877193565973,high,loamy,39.13146879399513,22.908682254222903,poor,maize,12.179756046460822,reproductive,12.469674804475456
+33.532717708769056,39.28051818767476,15.090434494697114,6.753354850819385,high,clay,29.84429688362773,13.23442656294245,moderate,rice,16.719400438426888,vegetative,19.685586173136677
+35.69025653372883,58.90126611969228,16.80465959095255,4.9501510426731015,moderate,loamy,9.353877705192726,32.17839892761799,moderate,wheat,5.609342362615276,reproductive,7.198628653475711
+39.19661414878388,61.75533245704501,19.584701850723462,3.3883712088089224,high,sandy,15.021776325420497,14.955982599263336,good,maize,9.924850970358287,seedling,12.305062195406112
+37.24590985220777,86.9364078770556,1.479681001834381,7.224389934081794,moderate,loamy,16.509520692552087,55.2865566047687,moderate,rice,15.353786325398072,seedling,19.999120288093337
+30.013369205160373,34.39389025663404,4.333644022919854,3.544410211125963,moderate,sandy,6.496680777663426,51.46645592016717,moderate,wheat,14.961294159889311,vegetative,21.79275548560341
+28.25130848030952,65.99207838930283,15.132596847683956,5.3394273376004815,low,sandy,9.586552005862114,40.98806447370148,good,wheat,7.0592115725595805,seedling,10.807311023412838
+15.696026281564658,61.58991163969448,10.811974121113238,8.606414737242105,low,sandy,18.264051422523288,32.621984648387496,moderate,rice,14.226940642545372,seedling,18.229472565208777
+21.16641117111945,60.97398587614976,6.553595479248364,3.033834420493828,high,sandy,9.083342401528906,32.70977009822928,poor,maize,19.43277084983479,vegetative,25.0
+26.49036879332316,82.38955724296959,4.11179322494487,3.0321713524543608,high,clay,12.629075348014055,33.225753850529,moderate,maize,13.646477217911809,seedling,14.017194340199657
+30.7125975020892,42.33230824172919,5.609551032848961,3.795219324732779,moderate,clay,7.448791881913902,47.27315669867322,moderate,wheat,8.56109044009742,reproductive,11.819425634447002
+28.931295832960267,32.44639646048229,8.585779006019038,6.415338456978392,moderate,clay,23.74396923195902,16.310253189811004,poor,wheat,11.754787266702658,vegetative,16.177723386569557
+33.56589974204226,70.33629045805155,3.543024390120655,4.013787826079304,moderate,sandy,41.959728125288095,36.56478914072056,moderate,wheat,8.745211513306174,vegetative,14.1627444096974
+21.99417327217602,50.70944784815881,19.28451911753501,6.025583498040006,high,sandy,41.55097298914482,50.63333306826259,moderate,rice,12.040086962328068,vegetative,16.34082667480643
+29.12381519131183,31.05539497275148,2.151768891997488,4.415860888477497,low,loamy,45.72006933191432,35.506293820112404,good,rice,17.293300121050393,seedling,18.374205536245903
+17.203556084769804,45.08244043742483,19.711548689784383,6.049937639267244,low,loamy,38.55197761641716,10.68706159425954,moderate,wheat,5.2758058110397545,reproductive,6.717990602139472
+25.34163808958017,48.55960645300871,16.83786572001345,4.221051592013842,moderate,clay,15.999888051903648,22.234529696892608,moderate,rice,10.020219255637135,reproductive,11.38817229048049
+33.75402082386503,67.01030260705451,8.463032350274782,9.840099004868522,high,clay,36.607545340512,43.42923211565129,good,wheat,13.777608463173989,reproductive,11.575724543517456
+32.3350213357261,40.355147642956325,14.796326687764203,5.941743209135742,low,sandy,38.92198530710896,56.70997874964726,moderate,wheat,10.906307721275688,seedling,17.503577687700698
+39.76606842930448,54.78326087720388,13.43030487392772,7.949147472865921,high,loamy,29.439839364849707,54.687404243423785,poor,wheat,16.28680605039999,seedling,17.396089411599014
+21.9472781496939,58.94852666506995,4.265738358978619,7.60437247118564,moderate,loamy,41.3154768329714,51.13524597617008,good,wheat,5.743859620803812,seedling,5.840817884141346
+27.45473247934948,57.554243481845454,6.781401722378928,5.9244749985148895,low,sandy,8.206962915949685,57.50820816442956,poor,maize,17.86793243512934,vegetative,23.30466847736801
+23.23826034434992,88.4364460000069,10.262451256109156,3.910896493343402,moderate,loamy,31.765126410734712,23.995892773431606,good,rice,19.630688631944363,reproductive,19.3307704182028
+26.01507785147937,32.73025426741776,12.756883597754538,6.085746223302919,moderate,clay,26.59520210308205,10.619883953356648,good,maize,9.118197814845672,maturity,10.608899860415107
+36.42375324673471,87.05809118714396,10.85789962713243,7.447772989763476,low,sandy,41.23453167495599,27.718729793912846,moderate,maize,4.936049282051893,vegetative,13.023664820855313
+32.10522687971216,64.91623283964199,9.459749220129476,5.679354164505694,moderate,clay,10.758226803614171,38.85055009634655,good,maize,19.79028672060757,vegetative,22.441095371876774
+37.06102978368954,77.7436628981903,8.863045469098003,2.655400858901933,moderate,clay,14.568078948867075,25.823300007185164,poor,rice,8.964583419440785,reproductive,11.355362233840872
+20.08777770829716,55.82355708096453,9.96528998590036,2.143865836464672,low,loamy,30.141138400492544,12.210187927292257,good,maize,11.366767974827535,reproductive,11.131741686709873
+36.834027946035945,57.23027287541883,8.687030396919406,4.623014467742708,moderate,loamy,47.62423948793576,35.35934957583518,good,maize,7.125739744063852,seedling,9.098561618483451
+16.49405685445961,82.75958994094941,10.82660155091432,3.201791408746496,low,loamy,8.743995596836928,19.98481804933473,poor,maize,3.9428698255868975,seedling,5.116842405408152
+37.21498201092881,83.75606977751413,17.759705980933337,9.249521967407963,moderate,clay,38.45196608017353,46.37856385697496,moderate,wheat,5.132733507461152,reproductive,8.575172545120358
+23.2268444865182,44.32133288587786,12.656586261092231,3.406661360679399,low,clay,14.242964090449805,14.460078822330829,good,maize,7.041931028857071,seedling,8.242842830753041
+22.864690835351663,41.95451271507709,14.452417499770805,5.154261712092529,moderate,clay,9.74519906381978,57.90628900300519,good,rice,19.79444486860236,reproductive,20.274972720998225
+27.8022144174666,59.77411043219706,11.949662674615531,7.696620096571851,low,sandy,22.764475122959382,53.83402395549448,good,wheat,16.5382743925829,maturity,21.94684648114717
+38.5172546930808,84.0166216276615,12.860353648280045,8.523373280128489,moderate,loamy,31.237377477947163,53.69270753641686,moderate,wheat,10.149464099031093,seedling,13.822731926198554
+16.194534117035133,49.341305604370575,11.566996568963605,5.821705225425047,low,loamy,42.21580735274485,49.49453193767635,poor,maize,8.428306962044086,vegetative,10.81086362575019
+23.805774376768632,69.12087692034788,0.5373304439164639,3.449080076867137,moderate,sandy,33.56113328330041,41.67946462295835,moderate,maize,5.443145656751966,vegetative,12.467292702145166
+36.4142997170834,72.48910126443607,19.9919676440004,4.167161788606824,moderate,loamy,27.125021431677258,12.671451965480614,good,maize,11.244395381773336,vegetative,15.196120217509897
+24.90136193588667,76.72047989364935,0.6721848042579337,5.351747581129177,low,loamy,17.855031486258678,43.12129442202279,moderate,rice,18.42109893499075,reproductive,20.90387013517431
+19.97892243992668,63.83546747525779,7.902960164673074,4.916756714604664,high,loamy,18.16488694992219,47.34636408396208,good,maize,19.88531260111961,seedling,17.31761993037292
+25.61985453328529,54.147310696738174,2.1023135659786685,4.789382057357252,moderate,loamy,39.675957406927445,16.540995772760795,good,wheat,18.331624287264503,reproductive,16.899474898602346
+24.63881253729173,88.02095932793837,1.938569008818649,3.0548304140533142,moderate,clay,10.132685376419026,40.787801275355626,good,maize,4.117372731564561,vegetative,7.650695648195755
+37.88540503666759,66.67984519817117,15.870539033489672,9.306482017367598,moderate,sandy,11.591319531724118,33.94337371007873,moderate,maize,5.687171586463816,seedling,11.71011712770978
+34.04835939357743,73.71391269799625,8.51851558716154,2.2380528513417204,low,loamy,37.3881370548214,33.62207711599994,good,wheat,5.406985302611252,seedling,4.4771453372056405
+27.62788889360016,50.6989707417527,16.0227741659753,5.52001702300601,high,loamy,48.246891317717214,19.97311167591636,poor,maize,5.74656288035349,maturity,5.726439610136899
+39.70926416803928,70.19695086018481,5.455729413616631,9.842571940024694,low,sandy,10.410539149988026,46.97190927980496,moderate,maize,5.113988954832699,reproductive,12.124808813370134
+26.631938281898083,45.467859729847554,5.129255836124695,7.277791510592817,moderate,sandy,32.42417372874964,56.25623304723268,good,rice,4.638067820536143,vegetative,9.276478933323292
+16.45594577050688,44.70581505171817,5.024627636289242,4.843285309864666,moderate,sandy,15.76347742706317,49.390165812502914,good,maize,8.95618613454518,reproductive,10.571328967172615
+21.55685804537462,72.88333210856558,12.322912528158383,3.168780675625359,high,clay,6.159101669263267,28.45161114086961,moderate,rice,5.685070168142823,vegetative,6.862297419125456
+25.901762005482816,61.2836841757761,16.299987796912,9.710980845166088,moderate,loamy,42.45204452291251,59.20886552724337,good,rice,5.460579728159661,reproductive,6.043876599142975
+18.922565603653,70.99659662534339,9.045220201504812,2.1118908949851978,moderate,sandy,27.88720717940613,28.208515297846645,moderate,maize,11.915955805358855,maturity,15.517134769239671
+38.68912815810107,46.1663094448855,7.584977812821647,7.451100564905148,moderate,loamy,6.075047826248819,21.721193158389426,moderate,maize,6.453914336937493,reproductive,9.49330516564524
+34.17122244544433,65.92340046340382,19.471591084032987,9.041099771562616,low,loamy,45.29539859449814,58.404231946651805,good,rice,3.104117373570648,vegetative,7.173547306078011
+21.70718001069432,56.63601898218676,2.335080720232776,2.2012839190899376,low,loamy,29.105835828231744,49.4908267492326,moderate,maize,14.83404917048997,maturity,16.452812501717798
+29.770113337947897,65.81761721073167,9.732653640897851,7.801398912724009,low,sandy,38.16803247827445,48.06220707667309,moderate,wheat,8.585428681445208,seedling,12.4215848262649
+33.0362289277393,47.45278393465316,8.169755063628688,9.990702090037878,low,loamy,24.057716499356488,13.871597170351592,moderate,wheat,15.53016369354099,maturity,19.54625388139989
+38.53197322266995,72.92705781894743,1.962531931737808,7.117139748586795,low,loamy,13.319747271707946,19.6011803111958,poor,wheat,18.182377283411363,maturity,21.121527181648236
+37.04088372938527,78.35576196956794,5.364007241764384,5.31743158274719,moderate,sandy,25.950798760718392,10.925898075868458,poor,wheat,18.729805392522728,seedling,23.74184930179548
+27.879805653455342,45.59498843146342,0.5688242515822406,8.995205754850256,moderate,sandy,17.945255770369386,48.83245891220684,moderate,rice,6.021599924910255,seedling,11.165749961956395
+34.36631549482544,48.03723359133852,17.53908577965914,6.433433971381026,high,loamy,18.353094745411973,23.91214806462434,moderate,rice,14.434625189361748,reproductive,14.06637440858007
+29.053618845689627,69.66925618314558,12.156990579808022,7.99552677431952,moderate,loamy,33.974515458761665,16.611191273004806,good,maize,4.27447414767104,seedling,4.992784070947973
+28.8175972511385,71.73511045821266,16.300369957405014,6.702231934548039,low,loamy,9.233584477484204,19.09456018161962,moderate,maize,10.874432240350316,reproductive,13.587265462976694
+17.8685489584548,72.24598106384701,10.431089048059796,2.306328739903594,high,loamy,22.865653946146303,42.056597179203465,good,rice,10.254589678585075,vegetative,9.24582779109759
+18.1534414504038,70.96191028655021,11.990196588437886,3.705159905642781,high,loamy,29.599042735362325,31.652534539566325,moderate,maize,6.453814047829875,seedling,5.252193152596525
+28.238340375561435,53.568463017152325,14.017089556183295,2.630108591893997,moderate,clay,36.94358625919632,57.06981946219771,moderate,wheat,16.175021832154567,reproductive,17.87112848016116
+21.72153862447517,53.69122046422071,18.1602325492843,2.853502099065784,low,clay,33.48046681904989,28.294580866569262,moderate,maize,18.5260292224752,vegetative,22.88710899753633
+15.525922561511717,45.289057418662885,1.8350377565169151,2.123243948704576,high,sandy,44.88109568197489,51.69371654562448,moderate,rice,7.387561549814723,seedling,9.243007470722912
+33.070980097505306,39.41002199378178,6.6189678947145385,5.369319832113224,low,clay,49.657292713822535,37.32325057560373,good,maize,7.238220568574854,vegetative,10.06806627075999
+15.812164917254124,71.55464276381434,14.18052381400001,3.4292130540333208,low,clay,47.18405408066517,45.26737470962191,moderate,rice,6.325968787635461,seedling,7.336341676906261
+29.881921027601365,35.59132715833877,19.167011260027856,8.845572163951774,moderate,sandy,39.38685677593325,18.433038076152087,moderate,rice,14.677841558467865,vegetative,22.03165552530152
+28.47984485318286,86.2675372072069,19.61614856980011,8.000300300325282,moderate,loamy,35.87068646837497,47.44922630285033,good,maize,3.9588528081813776,reproductive,4.304388850939106
+39.22036726444512,79.60117822028708,12.762060182745248,6.585415958523968,low,sandy,6.59442578487324,14.28276795217577,good,maize,4.084156871436603,reproductive,7.905464301801573
+27.10532848369104,81.45034439743537,3.8719695550973454,5.9121707628031634,moderate,clay,29.00744657045476,44.5560694962602,poor,wheat,5.95935944125532,vegetative,10.47641307982266
+16.590035909444936,84.40012887691141,2.3841782282791346,4.046949124607806,moderate,loamy,34.86726055124284,33.27587993609595,moderate,wheat,12.278045600985378,seedling,12.688845248735817
+28.792199195161544,54.5162982433944,18.92087288560851,5.799611726999884,high,loamy,23.582302157074796,21.42630699762732,moderate,maize,7.295639130054675,reproductive,7.334487307594729
+36.02740426540254,80.80204340102406,8.678553789250149,7.129834206915287,low,loamy,22.31584757710747,34.019356373564456,moderate,rice,19.783945693350432,vegetative,24.76581418334123
+39.921232107036,39.48367801749896,3.896320665253696,8.257830881542205,low,clay,29.41369174247725,52.783906473802986,moderate,maize,9.718281410154187,seedling,15.277099116034488
+25.75857934222681,31.29850767649414,18.67785031555202,2.653456530076747,moderate,loamy,45.79879632775597,17.735958904221125,moderate,rice,10.992354324902358,vegetative,16.08985129677829
+23.007468562418563,77.09348367983101,2.090485431286237,7.6677175099644,high,clay,16.74177661061009,18.481320838162524,moderate,rice,4.111188822718616,reproductive,2.970083101200092
+37.66633242379997,34.48779887981636,14.591421937141504,7.941839014090283,low,loamy,22.957466948283614,36.69986228142536,moderate,wheat,14.993846547155291,seedling,17.16181653588357
+19.781053226903037,89.31148003955529,12.505260550866684,6.471777607398852,moderate,loamy,34.38895129920813,41.26272751559105,good,rice,16.40595045739243,seedling,16.314314757709916
+30.385722875823166,70.48778577609335,1.7546932876178367,3.71455356562561,low,sandy,13.370326698473288,31.009988603411944,moderate,rice,8.681902384886051,reproductive,13.429462618512064
+25.14286060452369,75.20698261452634,6.774975912788843,6.3134767000094,low,loamy,42.57066112329442,23.31962990632585,moderate,wheat,15.340828572720165,reproductive,16.872988530943164
+16.027059123888883,44.74823137667195,2.998613790800213,6.021639054522483,high,loamy,34.97302420646673,13.359603928918611,good,maize,6.870926848647182,vegetative,6.342947900221353
+23.682211857642443,70.43192363518129,12.089971850663224,5.805680771094369,low,loamy,20.851792687239787,12.489656449119742,good,wheat,16.567038349014233,vegetative,18.61984949914084
+21.630713062566866,32.593196235297434,9.542260633548576,5.685119323737473,moderate,clay,37.4975152171162,12.041005148739089,moderate,wheat,12.217912631598464,reproductive,13.839508909581388
+32.15227884858717,80.26954319541605,0.0855024932098191,2.886604530332158,moderate,loamy,17.570594180500095,55.06415166826184,moderate,rice,9.752810799856055,vegetative,13.687134038089678
+38.71976244229795,40.17744558189435,19.51421132567816,3.463139878858918,low,sandy,39.85074035306849,16.567857783597027,good,wheat,15.24367357655807,reproductive,18.07057197593659
+21.701179684465945,71.84148401002624,6.991692997790809,2.7786567076107387,high,clay,8.180962387572762,24.756173037822563,poor,rice,13.44715507744993,reproductive,13.084612094223449
+35.286648478792046,43.4688300739637,5.164087856741,3.9398226213438754,moderate,loamy,24.203839431953377,59.29461429089365,moderate,maize,12.05081003029412,vegetative,17.76384002693635
+16.383995423460238,34.107190165562564,4.448859115882053,4.107814261845384,moderate,loamy,16.773748603837024,56.37373722478042,poor,rice,6.58731610386524,seedling,6.942087291675918
+28.45302525099533,58.88962071296366,3.1763179234713568,3.960606891944363,moderate,sandy,41.75151743060445,12.143095670113404,moderate,maize,17.440693636267717,maturity,23.41748340436619
+16.763751592747365,40.15717261636737,19.9827415243302,3.6874325454848274,moderate,sandy,38.87361783197683,37.5631794004336,good,rice,10.341531301693347,seedling,13.423695627052284
+38.35082477826599,73.76663929959298,5.902189357632097,7.883376363878312,moderate,loamy,42.88376212525351,41.674924674751686,poor,maize,10.573885406269811,vegetative,15.792451574682971
+34.158782013934754,44.25395060300909,8.110269944485633,8.548523196784943,low,clay,34.32033689459948,12.705706321743722,good,rice,6.420808806412236,reproductive,8.07785856408206
+31.448747780114807,50.54835337414973,17.42711832356178,4.616873732580559,high,sandy,40.789508792733685,46.40630624042428,poor,rice,18.83334860475015,seedling,23.212440989068764
+35.59740954061661,64.04635507586838,12.837750070857563,4.441031133475591,moderate,sandy,24.7454721161826,59.39349938617906,poor,wheat,12.427925101274568,reproductive,18.890791599401567
+31.18799488925408,47.098096654638695,7.373888234905451,8.752258798020064,low,loamy,35.51258372458549,31.46897877929765,good,rice,10.867824872847404,reproductive,10.436669686876131
+39.22360992935728,52.679286972597694,17.96656871847706,6.991391213326328,high,clay,6.4002951058854025,32.470877361858506,poor,rice,19.61567645321279,reproductive,22.30648833322526
+32.84894869661929,78.93730626242319,14.994484044272005,4.34750659831246,moderate,loamy,44.63260738427864,42.96734423918097,moderate,rice,9.221773711057846,seedling,12.272002312285464
+38.11646523955617,40.75259097366154,4.558010150833994,7.708898340692658,moderate,sandy,35.814814304136426,46.82710276901703,moderate,rice,3.538889568517477,vegetative,10.950011833859609
+27.928297300265957,34.93209536891602,12.87477989199841,4.756742481865339,low,loamy,43.974340597332485,49.48861670589258,moderate,wheat,6.899233793166513,vegetative,9.554457992803409
+17.926610324546566,49.70146710798116,18.44796996584803,6.692444914737385,high,loamy,39.68864904287253,13.878992115551505,moderate,rice,15.69039602124248,seedling,13.77605957360355
+28.20444303557543,55.462606020832695,9.929217569008252,9.941072239902413,high,clay,17.886950642356855,50.03444440819845,poor,rice,5.654600299564628,vegetative,9.168375175588787
+18.17182070157733,62.55955692819406,14.672248056633345,4.412755001728266,moderate,sandy,17.27961033174838,53.203697613549046,moderate,wheat,5.649457085965965,seedling,9.72935242028224
+29.812336979410127,52.34542177050042,19.422074879783185,9.444208005666663,moderate,loamy,40.98374499080845,12.261362204449297,good,maize,10.7477391860992,vegetative,14.492555431489622
+27.06232651319157,77.3947020133683,13.808282817904258,4.565219314277585,moderate,sandy,13.311913631958694,11.95674990817356,good,rice,10.697633003608903,reproductive,16.15871956200556
+30.56438494581954,32.359169260108395,2.0487737953216123,6.322293634998587,low,clay,9.97975403727955,37.544524259949526,good,rice,10.818000090208802,vegetative,12.896458875292709
+15.25117452637079,55.90605229191348,4.891191018625786,5.67987031679232,moderate,clay,5.676899224756228,34.8403305224564,moderate,wheat,6.72910375373791,seedling,6.501120564219223
+19.871012291384105,52.93535487938428,11.90192874685298,8.26527649875149,low,loamy,18.42926206633945,59.00483493792321,good,maize,5.864359803262218,seedling,5.804844196877072
+27.283260797803276,68.85470944841154,5.511116307438122,2.4887415958559584,high,clay,9.46692727561387,24.720075084692496,good,wheat,16.073771287898957,reproductive,14.911748596782104
+38.76258903972837,87.97657511384375,19.1508341077828,7.016978432549311,low,clay,41.07589385435442,39.50999898033915,good,maize,13.266316204011751,vegetative,17.529307927251427
+24.59022600887896,60.62252439773173,8.107040680443475,8.085335554790582,moderate,loamy,26.80447239417874,35.333662683091205,moderate,maize,8.45966340415277,vegetative,11.383926679317565
+25.609300651340867,89.21261081650323,9.1446081146473,5.777158811056954,moderate,loamy,16.363185086448517,36.78666623627444,good,wheat,6.3505000074282245,vegetative,7.855787877365966
+32.86740222516556,48.13496369479185,14.032041869402343,2.842340852302443,low,clay,32.09391221863069,42.983415751210174,moderate,wheat,17.91975114586079,maturity,22.106159126421705
+30.09481893215295,31.85208795254766,10.484994626837484,3.9584401078785048,moderate,clay,8.165858899863563,36.87974953300457,poor,maize,5.321304371311536,seedling,8.417425381280978
+22.47315375245833,39.93979004858477,7.642919337775367,7.437378960806909,moderate,loamy,37.67545630775757,10.347227637446853,moderate,rice,12.925738054530964,reproductive,15.087956672432432
+25.270409889185693,53.70749308647404,1.5327575030915752,9.16349908400252,moderate,loamy,27.562687022365765,52.18551337278422,good,maize,13.373860035557597,maturity,13.419051430038932
+20.44249497143081,48.98003455131313,11.928911790157278,5.372868856003909,low,clay,5.291436615260404,20.05772038177859,moderate,wheat,17.566549103370075,vegetative,22.43726033144486
+39.15053647825521,35.82324785900266,17.35160061588069,6.483296280626074,moderate,clay,19.36477188116417,21.55773048087761,poor,maize,3.965795870656152,vegetative,10.584074104339834
+18.265859538933995,55.95960646144301,13.715248835201123,3.827080293814897,high,sandy,38.75865680251835,42.39863813275847,moderate,maize,8.231531440710073,reproductive,10.468462934838977
+24.29591961416049,50.28694629957376,7.629900200939044,5.297706512294972,moderate,loamy,13.465182671761172,33.88758277299344,moderate,rice,19.423126798462288,seedling,19.685210610491296
+15.64597430550028,37.357153227446304,2.554521292462588,4.694318462163932,moderate,loamy,48.28447660423649,38.72399801021276,moderate,rice,12.670921451114008,seedling,14.80185553027838
+20.54448729833866,47.76702783671453,16.32676373808488,7.244204383772189,low,sandy,45.34831149445107,34.874946876621905,good,rice,10.101681606959794,reproductive,13.712945418217862
+34.51177845950387,83.18616332132342,18.834967244624096,9.877591613400888,moderate,clay,40.02074279581794,30.893131461700197,good,rice,8.386072631704927,vegetative,11.596364826770104
+20.029380807221987,48.12293192936041,7.765459815925295,8.506427615885489,moderate,clay,8.534676132514187,34.16512356925949,moderate,rice,5.536732529979119,maturity,8.229064326786503
+17.00158506322414,72.8373253945231,14.57284378368123,3.537316679409481,moderate,loamy,20.922678393502096,17.05427051165129,moderate,maize,6.181280108338139,vegetative,9.608263636949395
+26.861329496113083,66.72282477946533,8.215268797815114,6.621428746454135,low,loamy,18.41888052990097,58.46528904990383,good,rice,16.248086375980883,reproductive,16.468773765988576
+15.249230868362964,55.63086974450231,10.045338777043987,2.5312937195872127,low,clay,11.193139328394611,38.73758823386223,good,maize,7.152435283234364,maturity,7.622073493154796
+17.11915386065833,44.34153820822015,16.729527612328194,3.975323894741084,moderate,sandy,49.98285027890796,24.340849324347904,moderate,wheat,6.7375887917069015,seedling,11.226193516908891
+35.19064673907438,52.14088196075673,1.6684868442230716,3.377741408483123,low,loamy,11.62389357287563,45.64201323671136,moderate,wheat,8.425266420168466,vegetative,14.344568313310528
+34.28683362149016,65.52643280826257,10.606706975734102,4.684364301115704,moderate,clay,19.189739594435,54.005305869394654,good,wheat,15.857529577501127,maturity,17.27204707393335
+37.8784705101224,51.045192884961295,4.292405493424449,7.430511752353708,moderate,clay,44.60636536554678,24.823382666551357,moderate,maize,10.145729130344256,reproductive,13.983875282629612
+36.362885897768734,42.89378601445391,6.796118909915247,5.995146535334614,high,loamy,11.497341235934831,26.225579061971,moderate,wheat,3.483428706274984,seedling,6.169140343430671
+32.079389080995455,36.98776493349793,12.888576492845484,9.46327407863374,low,clay,26.128758737917885,31.927435272424034,good,rice,11.72175174977244,vegetative,16.456826520625278
+16.30832143251657,82.78601627457391,0.5445682467369672,3.701990718788069,low,loamy,48.906055881476135,20.86448858907842,poor,wheat,7.727610229039524,reproductive,7.996316859665534
+34.57121544966644,56.418778545114336,11.876501979463256,4.9136731700315215,moderate,loamy,16.127981733458263,50.48941884244956,good,rice,10.78888819165379,vegetative,15.11022597994678
+36.13777027101401,67.51249930457581,5.668844789074994,4.638820614339756,low,loamy,36.63761976363124,39.20883374162906,good,wheat,18.016496648723148,vegetative,20.84595292688572
+34.97705364429886,59.42462166820832,13.389687216161445,3.88770900767944,low,sandy,8.601784176910142,12.852225304133022,moderate,wheat,6.346279184349673,vegetative,15.044607182724135
+27.71197588270065,82.3539911014778,2.831627038261084,9.945366153009957,moderate,clay,32.03923735617296,59.83520382532748,good,maize,8.75547643924055,vegetative,11.070569658976618
+20.82254596623704,62.81609114689265,14.716232076323571,5.0978043635444354,moderate,clay,20.257228989447057,38.74857530819797,good,maize,19.069011431743284,vegetative,19.51471727232487
+36.13324939221817,58.846885076946805,12.912794395259564,9.524071843996786,high,sandy,36.48040394122708,54.49681645108439,good,maize,16.145941735875734,vegetative,20.960355124555413
+33.17907024350346,85.47605942530276,19.424836657607024,5.123787790823916,high,loamy,24.480050244587463,35.080908313921626,good,rice,7.662857427039754,reproductive,7.676594488536071
+39.51902935972129,73.18137576272127,18.22470726516296,3.632733429925288,moderate,clay,18.454939094959727,39.12247494203879,moderate,wheat,4.80782265946706,vegetative,10.631018120035431
+18.892314943898324,36.69299444081144,5.666057263994047,2.953650645461689,low,loamy,29.57035484003826,32.72376248594605,moderate,wheat,18.876824470254263,vegetative,21.53594943042622
+20.64161457630137,40.66226767180884,0.5463314545087394,8.84450554540404,moderate,sandy,11.285911081432396,31.138036673521874,moderate,rice,5.471755639136749,reproductive,10.39866092006372
+20.294953747037567,77.22737177636651,13.107371222235155,2.256781123880626,moderate,clay,41.64943867918312,20.91522211328639,poor,maize,9.200065049449556,reproductive,10.324437846435975
+34.81349419053342,80.15107927079725,12.05774778009345,9.71515670671425,moderate,sandy,38.78192263917235,58.10621257834599,moderate,maize,8.640811003878209,reproductive,15.132396938696472
+19.672682411252957,62.71144974541779,0.5485753753289213,5.345529694284387,high,loamy,29.523567720807545,19.08856218120708,moderate,rice,4.972231032715772,reproductive,5.346548604181542
+16.66649574558265,63.26731367199835,2.453550584051853,3.978994808674857,moderate,loamy,21.51717355838277,36.320213939475806,moderate,rice,4.713830558689579,vegetative,6.452918768883952
+39.96402016464072,67.91597777108667,11.694034090719711,6.9395690577229,moderate,clay,46.185177231018,14.354842296851007,moderate,maize,7.800533934439338,maturity,11.21577107283394
+15.620430286128729,56.34694645695837,18.23654528086984,3.0633039346894906,low,loamy,33.550627999883616,59.66884515685449,poor,rice,9.259758056402866,reproductive,9.356403299215218
+35.88110150397164,70.81194740903425,18.13000553026814,2.577164588530846,high,sandy,17.816005958518254,37.7838196602404,poor,wheat,19.471544498447077,reproductive,23.5501177682046
+24.13417103876632,36.50887545398494,3.029701092241497,8.622266815276536,moderate,clay,41.30188739101577,50.72916149569431,moderate,maize,12.1181844852288,seedling,12.779844013877014
+36.04038649394538,87.67675454204318,7.691478928104991,5.397366197002614,low,clay,33.57588657796983,38.14644269388121,good,rice,18.454583812419017,reproductive,19.620627423308257
+28.865512280278622,75.00928942769531,0.8640572870434804,6.146039296836256,low,sandy,10.71556774460788,50.24926099148578,good,wheat,5.184212637488745,seedling,9.104053013236015
+37.54078073715901,67.87045224054042,9.38543692725858,3.413568071000519,low,loamy,10.140496007392851,36.72049632035818,moderate,rice,7.054447049859546,seedling,7.841976147507268
+38.15482466036566,48.97932342056884,15.061669193464112,2.4913939562155383,low,sandy,47.21472587451365,32.24871838091086,moderate,rice,5.767933199256079,reproductive,11.82556967681447
+15.2274545320194,39.65732924740375,15.799454227312228,4.942209061214774,moderate,loamy,17.956039150577496,32.79528993252619,good,rice,9.376302474547272,reproductive,7.505424130358143
+16.885304399819706,54.56057782973668,9.97978933193146,6.049170019040715,low,clay,34.85671696946484,10.117176992329329,moderate,maize,18.59755108481477,vegetative,22.57054726757828
+21.258968239271383,69.6946044344435,1.917393494164368,8.123444975024224,high,loamy,6.639524288033474,28.5327475392444,good,rice,7.99829258333733,reproductive,3.9848809941665095
+31.73288540908754,68.02258460538665,7.627279503631328,6.008416001883707,high,sandy,30.04258715624513,57.59720277117616,good,wheat,13.124775163535036,reproductive,14.764398767434487
+37.206804912787646,52.95846930393429,18.64203919948729,8.260056141487222,moderate,sandy,15.400788700295506,43.77884213916595,poor,wheat,18.56435433811108,reproductive,25.0
+26.49854878234907,66.79718362998779,4.592251130394294,2.923462237394511,moderate,loamy,11.28318212106305,55.96595014762501,poor,wheat,11.545052335956122,reproductive,12.480354079548915
+30.17432790685664,78.82489773405285,6.39508899825453,2.511702176351613,moderate,sandy,39.80764065354176,20.01312849066518,moderate,maize,11.970899777605965,reproductive,16.46605236799721
+19.712496319889027,31.577086340256425,14.936543509261416,3.270887713147613,low,loamy,41.42941956228027,34.55801243048627,moderate,wheat,12.39267847140466,vegetative,15.97305553105538
+35.12417084704214,57.03726287581654,14.671615777718763,8.176097015109828,low,clay,37.184550523994496,11.724096520936737,moderate,maize,7.765102360271485,vegetative,12.76021923123976
+39.18320278383675,75.51331370800746,18.244045760498647,8.07464184670961,moderate,loamy,5.503408031368431,43.85260759574535,good,maize,10.112543824925655,seedling,9.45221543485728
+21.71497332286493,62.76866822780264,7.762373814407509,3.130942436085132,high,clay,17.82091470394778,49.20081340044622,good,wheat,17.40658368369126,maturity,15.18854807685058
+27.370648790013657,69.0885652757442,10.291974477485825,2.247909266005438,high,loamy,21.24325698964237,47.39006956057697,moderate,rice,9.795580032807653,seedling,10.535395013654352
+17.152902762659345,61.00058355632052,9.347849224409552,7.482255489697321,high,sandy,36.08826007332343,14.338499646560408,good,maize,10.121051997767683,reproductive,12.87765078247716
+28.97841641157421,89.51247268093866,18.555043420449064,8.842254265943819,moderate,loamy,38.99946567542502,22.376382830941523,good,rice,4.97211036977489,vegetative,6.71295787837625
+27.56958604616701,33.27729218934229,15.386611776492696,8.032861564081458,high,clay,33.25347149125608,42.79136834413121,moderate,rice,10.880156213177418,vegetative,13.008122546961012
+18.61091210387694,59.46268930634264,16.628835596676964,3.6223918449206254,moderate,clay,40.50897551321097,47.94955504450738,poor,maize,4.413963182216914,vegetative,8.086786294583616
+26.05165532795188,35.48499294687106,2.661965376588218,6.670143177802685,low,clay,24.22849450187591,23.71052725154317,good,rice,7.543056265872316,reproductive,7.478222907858736
+23.35261630216408,39.58713372681423,15.836933857363196,8.058925765004329,moderate,loamy,29.3830245426547,30.312052219057215,poor,wheat,19.650933651287787,vegetative,25.0
+28.045771882629733,52.98230102509571,8.659575321149939,4.046629636376316,high,loamy,7.891257878475258,27.5633038807823,moderate,rice,18.38397713778342,maturity,18.62298395546162
+29.64135838571998,39.33240549002924,0.4667736566129421,6.221766410955624,low,clay,24.22234609454412,10.228246160138218,poor,maize,13.5623044984978,reproductive,16.353415361405254
+15.212389465180236,87.82122995739905,1.2017670548656922,4.515683231790162,low,loamy,24.468490107326943,38.82565532209175,good,maize,15.117897127128597,vegetative,16.797325167341633
+34.02514957373889,86.80738660350954,13.55815879469689,3.804603338616169,low,clay,32.51840493057186,43.45563827605661,poor,maize,7.039234307978981,reproductive,7.862521743776829
+32.825357296543515,50.16657877323623,7.440248822919397,9.75671461416682,low,loamy,22.005335870524235,23.82178542908701,poor,rice,5.448329885295404,reproductive,8.504091434165273
+24.157159655163056,68.38486272226078,17.36231146446961,9.30065568309541,low,sandy,15.730474417316882,44.38922621463944,good,rice,12.36667004098958,maturity,14.967730175293436
+16.323398389220458,62.02519923562717,14.685462677517329,5.565341847611896,moderate,clay,15.691833016729916,22.137440000261268,moderate,wheat,18.26642928038435,seedling,18.407684358040186
+33.87331349462626,78.93521883094613,0.4336002333392352,3.094224488511811,high,clay,11.024280263055063,45.7765196000018,poor,rice,17.149817610576974,reproductive,18.20693641614448
+38.87937901195331,67.64673658901654,13.73776623672004,7.823258426565189,high,loamy,36.54601925427131,32.85937111547081,poor,wheat,13.01564335606859,seedling,15.356264822712896
+21.003789900550355,30.01514726943373,3.847049454647125,4.045609041025762,high,sandy,33.015577147487576,53.59674482769432,moderate,maize,19.739865972947698,maturity,22.539148746330408
+23.088115343425947,75.79046313658432,8.451651374078242,3.348142446704756,low,sandy,31.06624639732023,37.23672127026234,moderate,rice,7.21619768089307,seedling,13.303517623631969
+19.595322237045373,74.81088727776708,12.494704042459254,5.052232141905477,low,loamy,28.89588331694466,19.23264441887781,moderate,rice,16.036214166155485,seedling,17.012234421017013
+29.42340308362099,60.58336233398886,17.454356825913855,6.238798473333913,low,sandy,21.539187448995825,51.10056380464189,good,maize,7.822324390208964,vegetative,11.936728102612662
+18.87103486618637,84.17513839398323,9.121957767838785,2.779522638563317,high,sandy,39.59225899838286,48.88392503735113,poor,wheat,19.565604753404077,reproductive,20.44575288490123
+23.904848586534484,84.5067723414241,16.169809083822688,6.573971784388212,low,loamy,46.49108742826784,14.211409068026894,good,rice,7.498026455692401,seedling,9.06905668461307
+32.42532534835657,61.43470060226383,15.659313256012656,2.122786998100972,moderate,loamy,24.79951351392934,12.40203462832078,good,wheat,9.214515046982244,seedling,12.124897577909572
+29.002899575233712,66.47929387179227,8.290770257025166,9.134952484744694,low,loamy,23.408987267610254,16.81455207253034,good,maize,11.098800487066317,reproductive,12.197244745096398
+24.66156410819838,89.79132431548034,10.019603268658058,9.365933514230932,low,clay,12.3227400688004,52.26575305960629,moderate,maize,8.468703431451495,reproductive,9.420208194599567
+25.506240045188548,47.92921408868505,14.009700200996262,7.864566188094812,low,sandy,35.181896239130765,26.019127786074165,moderate,wheat,7.684272378760093,vegetative,14.449040702372043
+29.05277206558074,49.47703453868864,0.6229686929387945,5.732395268593421,moderate,loamy,30.1141518520016,35.23757163195815,good,wheat,10.997848814185591,reproductive,11.865223429696554
+15.146618197179032,40.96643415980978,17.81622827598492,4.03917016450649,low,sandy,49.45990983070136,40.14831996958097,poor,wheat,16.879520903690217,seedling,20.99879090583952
+16.962746711340245,83.75201634947209,15.396323188753868,7.952896725691172,low,clay,31.29454250464811,47.17407159504901,moderate,wheat,16.153126577313067,vegetative,19.569849262223126
+37.03145169407529,74.66930339695597,4.988317628046608,9.454377615616508,moderate,sandy,17.987488978770013,51.49776570997774,poor,maize,10.553570917563611,seedling,16.853166612602216
+16.946974727282267,36.33857093221452,19.623599063779512,3.2682696391795165,moderate,loamy,30.33232977775649,35.793275650995724,moderate,maize,8.3203262059126,vegetative,10.459746300229908
+32.67008990526263,88.90604107187794,3.5878070517923755,5.726575914381584,moderate,clay,49.311285472448525,30.78798050201629,good,wheat,5.234110482314133,seedling,4.98406189930158
+38.00095410272631,73.85770248966696,18.28173347408804,4.522093088287425,high,loamy,37.55008310108674,19.79708928888113,moderate,wheat,17.78474409969365,vegetative,21.389895488668124
+21.76709010754328,81.03132657629848,6.489469166462223,4.853934312367279,moderate,sandy,10.785978894647464,40.37601778642488,moderate,rice,18.060119924800382,seedling,22.026706346656194
+24.262285926487856,32.889047350392055,15.262934203282716,5.24606225058346,low,loamy,20.442317824937582,37.49385296681807,moderate,rice,4.134571197953056,maturity,6.151306772361898
+29.22303514611791,60.29765513653006,9.127531864958902,9.614370754970707,moderate,clay,18.44082324736563,24.55801771727089,moderate,maize,15.727072206417484,reproductive,18.06321319987661
+37.04272424096462,71.91589720362236,14.729347749000045,4.069097342944749,moderate,clay,43.55707005443373,32.310173999537525,poor,wheat,18.02612076261058,vegetative,22.469366576459077
+38.5476396815105,62.57679507431048,3.115660958787325,5.941406712748053,moderate,loamy,32.50232816725433,46.982551271430005,good,wheat,15.518684868063009,maturity,17.379653114547963
+33.489081202781705,69.99884794195665,5.390129167729656,9.611899773294322,high,loamy,41.45458983046995,41.35400155345525,moderate,wheat,8.773680711060443,reproductive,10.112381445665816
+17.16549402136735,79.07244381542836,1.9971564894405125,5.8084551217465386,high,clay,12.931072404506494,34.087036963457166,good,rice,10.29212921474597,vegetative,9.58854272752649
+31.72885388837127,52.46022377761177,17.302879628756063,8.908796175371627,moderate,sandy,45.86157072348575,23.615822431386263,good,maize,8.109972178832342,reproductive,13.62997653105052
+25.257593046816552,80.92012053712259,5.925859755389986,2.4701181946022475,low,loamy,7.623994869302088,43.400215950624485,poor,wheat,12.226182622372036,seedling,15.505432772457638
+26.767524987276538,39.77496628591744,13.889524588333268,9.624243347705889,high,clay,21.86767342043368,41.38289927405768,poor,rice,18.128207833791127,reproductive,17.561960237584117
+16.228709758629424,46.25316330158249,16.404423954830563,3.500249176208407,moderate,loamy,5.636706992889437,32.91167779932614,good,rice,14.413489874710622,seedling,14.48252146450787
+19.776553483658954,32.600737195639546,18.02836472758692,9.839480277850274,moderate,loamy,13.292577234813834,21.926202384574623,good,wheat,10.791389073026806,reproductive,10.703726677800168
+34.762840188341194,51.865608680115066,2.1259423062343563,3.4046149220683875,high,loamy,48.30016396268441,18.74382504862198,poor,maize,17.625661851991396,reproductive,17.820524029351297
+26.34897082619649,52.79457268944722,17.86029867025225,5.5549275823597934,moderate,sandy,8.532289912571407,26.96997473760371,good,wheat,3.0152686975230183,seedling,6.58511606226503
+22.541556040778723,78.31623583243505,3.9450555546143895,4.468915932580356,moderate,clay,11.543295981722483,55.43574320375357,good,rice,7.6665554178096444,vegetative,7.502038029325871
+24.600476849123957,69.18784021737936,14.738040231819232,5.465851368760353,moderate,clay,46.6182061810484,47.694329499811104,moderate,wheat,10.410615524031565,vegetative,14.956525167044164
+36.359987833142,56.20335348934,14.576980387292224,4.004197919404204,low,clay,36.9578553772799,54.55348972165096,good,wheat,13.072548174374583,seedling,15.514090862375973
+33.72497543512392,69.12683871742489,0.1700628348190846,9.722539299421136,moderate,sandy,23.31339838887529,52.129949245866094,moderate,wheat,19.92513964618257,seedling,25.0
+21.80788492952707,33.16700103094147,4.412478166205085,4.445799872584733,moderate,clay,8.094461782475044,32.94412826026348,moderate,rice,13.872080666034158,vegetative,18.68754520573629
+17.937546005309333,40.81629216110257,9.838170293297344,7.226199296513784,low,sandy,40.32675315856598,36.52212443284933,poor,maize,9.48619687749812,maturity,13.173151979226578
+21.29995554110179,67.6168713145053,8.400694133265642,3.099579916790308,moderate,sandy,27.172697246404518,18.479303496871587,good,wheat,15.322855213523452,reproductive,15.49249545464736
+38.01891127636834,68.48200915351813,18.37146959769219,8.59509987879907,moderate,sandy,19.535758984579644,46.043607580018175,poor,wheat,19.73058347408147,vegetative,25.0
+29.53972094624388,76.44807952244562,7.194817390050464,6.340063548076107,moderate,loamy,21.2337691463786,31.09744136946207,moderate,maize,13.39137336836698,vegetative,16.363607422494905
+28.337005218619574,54.17998554321613,18.739674296719247,9.835568996250526,high,loamy,27.73748920885268,18.06345129679225,good,wheat,8.978581003141505,vegetative,9.781101115824193
+29.90983999231154,73.35324579696938,9.188586367850622,5.387217734667481,low,loamy,29.80547703851748,14.767740004258837,poor,wheat,14.596715691752005,reproductive,18.29436520496254
+24.15070664366288,71.03881995361137,19.287057932803314,3.563582999813283,moderate,clay,41.81444468916949,44.80674049273919,moderate,wheat,10.88981201339087,vegetative,14.889880723542484
+35.177675507987814,87.80360270219094,14.747096200497223,4.768151995527869,moderate,loamy,39.72666749314938,34.11014865684332,poor,rice,12.108011154139096,reproductive,14.489682109228966
+28.082156232506243,42.90781358548075,16.58669183264312,7.895724848747954,moderate,clay,39.51764111840939,10.449769616941015,poor,maize,19.241133547417743,vegetative,24.73125972735844
+17.918697569219887,63.10077382515837,2.09753776698002,7.272852167967008,high,loamy,37.818409384412845,51.22578011298108,moderate,wheat,10.42217484193337,seedling,11.27512942869746
+18.226628120726573,66.10586652662816,11.722828664847356,8.2267792609418,low,clay,39.10041118143552,40.97311130437042,moderate,rice,8.333382470393577,seedling,9.938972029682418
+28.42147866256546,89.91887309605325,2.854007196587016,2.5877623376336727,moderate,loamy,35.492068633772234,11.918820119880916,good,maize,13.790556793368836,reproductive,13.585974910489169
+38.41425545177098,42.0710485299991,5.952420041019481,6.642950202758292,moderate,sandy,44.06105630246659,25.23424161568912,moderate,wheat,12.661871383323131,reproductive,19.205785821775752
+22.708803041904968,61.393081198037535,12.47130812334536,9.457349416290436,moderate,sandy,30.085443324773934,46.12028400704278,moderate,wheat,9.75469310049214,vegetative,16.56811598183744
+36.73852922148046,50.771118462818336,14.524514093877816,2.8632153558526188,moderate,sandy,28.437991682289532,12.951486964354206,moderate,maize,8.146711440184315,maturity,14.124168956986551
+34.102389664471985,61.55357811473999,0.7836756402250167,2.754682071303831,moderate,sandy,36.55831903874901,46.81262795106092,moderate,wheat,11.928253302754824,vegetative,21.012092735145902
+21.195311072672677,43.927716126186354,10.618874621447294,7.732834916156111,low,clay,12.470268788589872,35.244761555326264,poor,rice,5.778804347072687,seedling,8.304105422647023
+15.908518707906062,32.85674270564929,11.306279725797728,4.521459646753615,moderate,loamy,39.96282712257692,49.14287015828239,good,rice,7.553602569353673,vegetative,8.16237617169331
+17.54618162855957,64.35392723386133,1.5765599422040233,7.268633682887255,moderate,loamy,47.127012944778,52.76184688590215,moderate,maize,17.46110927113843,vegetative,19.308758853280256
+33.212348346186005,50.15125895164993,10.01376068401527,6.36307610440288,moderate,sandy,18.331698416661748,48.3879225536085,poor,rice,18.455151068406508,vegetative,25.0
+19.991743451016166,40.91648410490602,14.27684560099653,9.888533266719245,moderate,loamy,32.49702307303146,13.9037457593675,moderate,wheat,9.686135407619556,vegetative,12.28209822066892
+24.281773012634844,49.43613396468203,1.0645456975106191,9.112451335638992,moderate,sandy,6.468013112046858,33.018674708542605,good,wheat,17.180661580848376,reproductive,20.146839282118997
+27.54247915016062,32.956812086864694,15.20535552647924,7.424582252493693,low,sandy,39.462028820270014,25.936779929700226,good,maize,4.754279534050872,vegetative,10.677639203348608
+33.13670421125407,87.02653404540621,11.528530098082737,4.093397008825204,low,loamy,30.185067793371765,35.424620836461386,good,wheat,6.676653432908903,maturity,7.441619648778601
+17.830780581478134,64.86887489839563,16.664544165435817,4.095265297203756,low,loamy,35.31444280856128,58.29009685226352,moderate,wheat,13.142274409017418,maturity,14.447914388163843
+25.159160131936535,78.8861208808215,4.361251457081399,9.057950404551567,high,loamy,11.4346723973812,16.219810123029333,good,wheat,14.524393791231018,reproductive,12.417626865737288
+27.126822728567383,55.38709185286382,16.66547368426237,6.682728522203144,high,sandy,41.42546624123606,53.27991543128372,moderate,rice,7.280001215382405,reproductive,9.04286194906824
+28.520676599288493,84.19888005397115,1.89121950534936,8.314254256416818,high,loamy,16.517135180463253,59.54265663120922,moderate,rice,18.97547648354798,reproductive,18.01917024106945
+35.45901603488042,58.9990932931352,8.076593928893427,5.598913652294641,high,loamy,35.815649148204066,59.501098927040445,good,maize,13.59878956169002,reproductive,12.000184433144543
+19.291954876080425,64.43671933204016,3.9896958304929697,2.8245890932122126,low,clay,31.691379426359504,49.83446434433846,moderate,wheat,18.664903722286248,reproductive,19.155430868999492
+35.19578629566556,59.507638803759406,17.520416645817484,4.6614916659170085,moderate,loamy,34.420615075776524,33.27902385704143,good,rice,4.79961546377074,reproductive,6.630056238875648
+32.321960692416305,73.99669775205909,14.098396326035475,3.2891935543069053,high,sandy,7.260677906277111,18.90003103863362,moderate,wheat,12.917254013728138,reproductive,16.011769990006307
+28.89677035497398,63.99936465612375,0.5072355432145637,8.25466253140402,moderate,clay,38.38327566040505,40.410653786370375,poor,maize,8.810537008612492,vegetative,12.130535584801557
+32.4881967600643,46.29593541482386,0.1904671122791223,7.604095917256721,low,loamy,40.786237783745406,40.51863371301639,good,rice,17.73212577029514,vegetative,20.928070477214607
+25.30044347379141,38.73237187935878,5.824985089633394,2.7073033791043253,moderate,clay,26.366712041858484,25.821726686607185,moderate,rice,3.2273837805379006,reproductive,5.660845781573175
+18.459939649203115,66.36746333297866,2.865662285611308,6.971083190095016,low,clay,23.3987469906688,40.84111083094752,moderate,wheat,16.041078838991304,seedling,17.480326574005684
+31.644131006634183,59.35079769282218,12.606089551203915,8.993084055958363,low,sandy,20.414511677967774,15.82735897542,moderate,maize,5.78914192458899,reproductive,13.766228404373525
+28.11680766714056,35.758541801766775,13.275938677651196,7.578914363199733,moderate,sandy,46.75468579170216,41.700420897653984,good,rice,18.13057556622197,reproductive,21.490372876105106
+30.98437001356939,53.7370479475961,18.83901807322735,6.088895303875371,high,sandy,38.97807144536908,54.83611915067909,good,rice,10.85989073509362,seedling,13.295394956150288
+23.44996952571225,60.886585320027216,19.040798490916817,4.494906279511098,moderate,clay,36.43784272564917,33.60326569199023,moderate,rice,5.926929786479931,vegetative,10.730504934613723
+37.6716644334959,79.61359402953539,13.177934108226912,9.096773996687164,moderate,clay,46.65229810814686,48.22814879221285,moderate,rice,16.903797021019912,reproductive,21.439466636331986
+29.684246714389424,34.56606335000174,0.1135022570541743,5.382439057128159,moderate,sandy,20.69461537786461,41.782028295275126,moderate,wheat,11.553627541564587,reproductive,16.925681418059437
+17.135062107271846,50.90972089476018,7.179958331392287,8.843148641870282,high,clay,33.35621386174603,10.153206289825675,good,wheat,4.046032561797656,reproductive,0.0
+26.24509976761072,79.35936736262312,10.262830264945324,8.263998705745577,low,loamy,35.87255737370808,16.09992121828234,good,rice,3.556345622527562,seedling,3.579436256910581
+33.90890136859086,68.90543590629473,9.983595130169318,8.529815722246877,moderate,loamy,49.83023944929879,48.741769179989895,poor,rice,7.311309828490435,reproductive,10.368129129190956
+34.85336404330681,47.39749930822721,12.066812590044533,9.91838016129317,low,loamy,24.22337514832201,12.022646365337843,moderate,wheat,15.131726972993736,seedling,20.786396563333188
+27.364926319093968,80.72010732135854,19.21102965609521,7.990068126983716,moderate,clay,23.008147337289987,57.8123828564898,moderate,wheat,10.38237469361232,maturity,10.923293735154362
+37.368689270782525,59.59761483376154,17.703853839103076,2.2723274857491877,low,clay,8.801956593977037,54.70380808956481,moderate,wheat,11.947076205907592,seedling,15.033270611424596
+21.69171092985744,59.90111347862764,2.178160669009765,3.6434714798459593,high,loamy,9.43036181329888,28.118747106639827,poor,maize,5.314365713813564,vegetative,6.205881949158363
+25.264967430956663,88.59524035202307,5.3196078278678645,2.281561202601316,low,sandy,28.030957723924136,25.51919320771256,good,maize,15.24444867826946,reproductive,19.300185586932148
+37.464922764224255,86.82699019418271,16.662188348392725,3.519308559533525,low,loamy,12.703188174696797,40.64658933782029,moderate,maize,9.141399101634375,seedling,11.402208857435731
+37.40641791178948,51.51196100219063,16.486138176384138,2.4915160854889065,moderate,clay,8.281887451563094,40.5896310992761,good,rice,8.692403727831785,reproductive,8.885592815085511
+32.14281922061702,38.43474771978494,5.507414482433419,6.012936329490024,moderate,clay,48.42018522658565,14.451659665162676,good,maize,12.891638269865355,vegetative,14.163823227646471
+36.4745136780555,49.54000393668564,14.61176061372239,2.2256497050646225,moderate,sandy,47.81378290587439,20.76928395841528,good,rice,16.013253538446623,seedling,20.92406758393524
+17.219331673905817,31.828995618683283,13.440747574357149,5.780632796922076,low,sandy,19.63745457570469,41.82332929345687,poor,maize,3.41057358735507,seedling,7.89266120072335
+36.6248744051944,31.24607320262347,9.47047929939923,9.190727256960097,low,clay,40.544123311998696,50.03852553069049,moderate,maize,3.8327761822369686,seedling,7.703778129116229
+23.015497663755667,53.73132817508515,4.029099053580588,7.9886081005984755,moderate,clay,44.26470741286268,19.60012483118219,moderate,wheat,4.632459338845531,reproductive,6.5314598763040745
+19.458287810705407,86.46118936183404,17.772863617881725,9.551647389214049,moderate,loamy,25.91361805027957,45.09661072867091,good,maize,17.383530208467512,maturity,17.271244837789943
+20.98424590855116,82.28144047393246,13.557023686136697,3.8131741900521634,high,loamy,15.066369759216432,53.52376267866545,poor,wheat,17.541336924957715,vegetative,19.279531048000337
+25.44921270034717,60.686570035057386,3.379858497567494,6.24868653124235,moderate,loamy,10.841217228985526,15.890257143826876,good,wheat,13.852843039640312,reproductive,13.457899166961882
+21.27980011511168,63.91358287024984,14.096046896817215,4.54863562532671,moderate,loamy,11.33700671412966,31.95516978659725,moderate,rice,3.7799290742129386,vegetative,7.268753730550441
+23.01418965041248,30.35600980476339,14.828674391539598,5.950558365536272,moderate,loamy,40.8619919631653,52.52777608452711,moderate,wheat,15.765875348463895,seedling,18.272150640623288
+18.37446215179105,42.93006935002593,17.737605702420815,6.456606636674308,moderate,clay,22.298711676181824,28.5313448541207,good,rice,17.75100990248616,reproductive,16.705720452319795
+22.40441913897496,31.486447616063025,4.456785104838699,2.2894890438069213,high,loamy,36.20784427027469,23.472866331954197,good,rice,18.56099229587413,seedling,15.226756534902677
+29.30709536355003,75.27237196172325,19.77508210826813,3.866049081719865,low,sandy,29.241204547340374,47.28073763040631,moderate,wheat,16.641845059397625,reproductive,22.16732267033379
+26.0463427022766,38.73874776158986,3.0678684505384246,7.638182233951979,moderate,loamy,22.760077119055488,30.038895899180176,moderate,maize,10.624812186035156,reproductive,12.658079665739605
+23.66796903089778,82.14282614860902,12.01377783719166,8.183424196322397,moderate,sandy,10.571708263291722,45.3155871062468,good,wheat,10.79890515287996,vegetative,17.183068284585612
+33.66130322142785,68.5994588205473,13.14353010546957,6.555610939900026,moderate,loamy,20.00520444330221,16.31956021802322,good,maize,11.450556972614264,reproductive,13.288890150940937
+37.33774928483295,43.7651205909428,8.379057905317211,4.1666322235894135,moderate,clay,42.80782643842133,37.67554508390366,good,wheat,11.055590822773755,maturity,12.534341035280349
+33.91973057255993,39.46321902499498,9.500754175407732,5.24067293378192,low,sandy,41.51290716313483,28.973042111842737,poor,rice,11.74226190694871,vegetative,18.38868142471028
+23.30001755294198,67.65748205538318,17.818201934442747,2.7682944950510766,low,loamy,6.276586638455779,59.86525313303003,poor,rice,4.385798973891327,vegetative,9.38551598287163
+33.61105419593884,84.0502188169394,12.905484593309238,9.625436934340732,low,loamy,11.31244512688076,39.56957098018191,moderate,rice,16.848746350019592,vegetative,22.151200438311854
+18.79950456185128,73.1016131348629,9.940019164693725,8.949419769682304,high,loamy,39.01555475299623,44.10826580876269,moderate,wheat,3.0492615043592246,reproductive,3.4860645836982336
+18.25794970228227,50.91279909620266,2.5669912486704938,2.524818775259707,high,loamy,20.10798033648689,16.551755842359885,poor,rice,3.5282643621834704,reproductive,3.808785599956232
+23.64067592590397,65.24301571611883,0.1467525044626927,3.331925325266644,low,loamy,33.96159801313419,59.59846088790589,good,wheat,3.4506243933189213,vegetative,4.443427030316203
+35.19255922610142,48.64570172234528,2.4993723630366693,6.648755529510028,low,clay,30.320408254732243,12.57022330782302,moderate,maize,18.302785028037505,vegetative,23.79691958975022
+21.158706181057543,89.94897400671954,19.12369134953011,3.859440593033727,low,sandy,34.34302919276984,13.541833550168445,good,wheat,19.922438809439832,seedling,23.591967749572653
+16.58133522246699,74.93035130771108,15.281735659826614,9.475205584113027,low,sandy,7.416344791592927,13.78676371341023,good,wheat,8.052835570520614,seedling,10.572358931641691
+18.29273838015888,66.86289838540522,19.342326550204955,8.044724646968596,moderate,clay,46.90036424886021,53.530032244017775,moderate,rice,5.133738467740542,vegetative,7.970695310752392
+36.46862421323951,55.39554856594975,0.7141741941634372,4.186332103288662,low,clay,5.943629738989188,46.42946543734239,moderate,maize,3.3218708603595744,reproductive,5.9495001304042665
+30.84458211868219,67.08913741557345,13.604408077172785,2.048811289523809,moderate,clay,5.361462319313539,58.65264754414917,poor,rice,18.33117375300747,seedling,19.98045699120821
+21.330029084249414,50.49696374804009,0.8858705280683599,8.395579129623798,moderate,sandy,15.17688510750038,13.328016652879402,moderate,maize,9.080698077063223,reproductive,13.602121928561813
+28.88239563320453,31.73189036748185,15.641129377376464,5.392717676808525,low,sandy,49.70731637438299,44.58378217959955,moderate,rice,11.368736204366396,vegetative,17.687383400205096
+28.18949056063376,53.70531134139797,7.619003454703885,7.139021694862216,moderate,loamy,8.263959557016802,36.6634642017356,poor,rice,9.37897460829842,reproductive,9.834598530337788
+31.38589946101653,85.82884917479203,1.9153072021298967,4.29579860337038,moderate,sandy,44.35250783048214,41.95680945554497,moderate,wheat,18.42052812107362,vegetative,25.0
+20.829688860540408,67.57806568643196,11.360932835750306,3.142986074865368,low,sandy,12.159008169948766,35.64581867481904,moderate,rice,17.152938425389458,vegetative,22.974979461708937
+36.61007467985994,35.0373421842541,5.602403932027762,7.402492734285966,moderate,clay,9.909648193558589,43.76734776407452,good,rice,18.23612265603746,vegetative,24.28473162657341
+22.73421405200032,83.09961680370157,13.191478837436373,5.602596705173273,low,sandy,40.05366789285924,55.352954699813225,moderate,wheat,10.305844037113824,seedling,16.11253430948911
+32.35329134940592,46.13249096049089,13.163495190275809,3.8813576085598473,low,loamy,43.10054215491509,39.37369380095012,poor,rice,6.685371720230132,seedling,9.255412543941262
+15.403116159305371,44.62616958496365,14.100149482415056,3.1010239965296256,low,loamy,40.64822998066451,54.8207937926769,moderate,maize,13.235016189659348,reproductive,14.298772648668402
+24.31642824735368,47.82545812681925,19.84930157555518,6.643836755533068,high,clay,15.846299563448714,49.10811578589743,moderate,rice,6.589899045658378,vegetative,9.595035311507246
+23.79274544897021,64.63213416755744,7.7339541989481075,7.804399521660595,moderate,sandy,44.5929226730443,53.24620170302202,moderate,rice,8.528664972589826,maturity,13.247688755789063
+28.58711071457536,62.6812856060386,9.306309489702018,4.271095696984922,moderate,clay,8.234844448556224,42.962543364825336,moderate,rice,19.066752221768603,reproductive,21.11024183999248
+16.818406544429912,59.484825277372906,16.092234020506815,7.881140282776991,high,loamy,20.38898584575768,35.93028881130773,good,rice,17.80852904791572,seedling,15.142360115087389
+34.75328434315271,73.05221181075763,11.567400460437709,3.4649775898621757,low,loamy,25.843240657750083,13.477718700434345,moderate,maize,10.431737412273645,reproductive,13.03195709975743
+20.44452004418921,48.99226388009754,0.7451442137559927,4.707325528760874,high,clay,8.048087222316024,51.74512318240404,moderate,rice,8.452614945088282,reproductive,6.890180921449373
+31.92594537205025,76.92387129434587,16.86157040519713,7.959058294399644,moderate,loamy,31.092947534687728,22.10053699797904,good,wheat,12.84039906044176,maturity,14.91078925922525
+35.08030308110233,40.51930070271595,1.0299736387608194,7.281148157176634,moderate,sandy,30.17223576795156,11.833049660052676,moderate,maize,15.97046183146996,reproductive,21.81035088633725
+29.046923906037826,76.95724734462055,3.416402729835686,4.1641890152313,moderate,loamy,49.64821587086826,35.95355899680233,poor,rice,6.302190004464178,vegetative,11.695884867378943
+33.52208016804964,69.82860631501697,2.041599339483744,2.977080012375465,moderate,sandy,32.97488012545798,41.62578182517308,good,wheat,18.417202241409846,reproductive,23.65131458704852
+31.54650780537514,70.9924985728552,1.5585426576224035,2.3397873995779355,high,sandy,22.889555456854826,43.09157007011218,poor,wheat,6.188173497409854,reproductive,10.10317496250912
+23.88824492880019,58.8932038276356,0.513697506094204,8.703321439354285,high,clay,40.55831813905825,43.48578947676314,good,wheat,13.37177066862762,maturity,12.905300852204322
+35.22146347583913,70.02009196085189,1.1005542794473475,2.60113559654288,low,sandy,20.07351518781188,42.68611967621361,good,maize,12.347319127571838,seedling,16.46227959587388
+22.3675342471382,34.78782279356744,8.848783783576199,2.9187612176511024,low,loamy,28.97908944676416,50.4096071030456,moderate,maize,8.591999580585018,vegetative,11.924940413146263
+29.28032294378793,81.09306702296203,5.057045399652278,3.901685042202669,low,loamy,7.4961323056949345,48.468080447445175,poor,rice,12.543804323744506,vegetative,16.013206239290938
+33.63494347853849,33.33283400925876,2.530737668376375,5.565357633918783,low,clay,19.51995985097201,50.64170138040144,moderate,rice,17.961242038124738,seedling,21.063061011727427
+24.47389774531269,38.92449059228985,13.174110854530522,8.318296641891969,moderate,clay,28.76486066392973,33.01310696689819,moderate,rice,8.617724445772993,seedling,11.373200272339592
+22.569190190435627,64.60738250983418,4.522238212685171,3.979842607528848,low,sandy,36.60403521763341,13.140937292703384,good,rice,18.04925118880128,reproductive,21.543630953510853
+26.48365025432057,74.3646873274015,0.3789831068961891,6.348065986878015,moderate,clay,9.456475566670823,41.97881322730021,poor,wheat,4.065401818441536,vegetative,9.8874683199794
+35.44908735872884,34.57509386077521,8.368395675346553,2.7229801764003447,moderate,clay,40.87340281147626,20.510737384229277,moderate,maize,12.073929527970067,vegetative,17.779295835475253
+38.24804407864162,85.24588884733919,6.208659839566102,5.716088041092198,high,clay,45.5071543993069,52.97607783238037,good,wheat,7.979918494670307,seedling,6.901729172837015
+28.62708532149725,88.41645892804192,6.372088626929855,3.421111947018466,low,loamy,17.646672450249238,46.08328598845812,moderate,maize,18.81606238167939,reproductive,20.95594992035695
+31.536655133091298,66.35701038046267,8.905400563631229,3.689532471124521,low,loamy,39.44059613529368,48.293494166177226,moderate,maize,3.80153230737373,vegetative,9.192653129328564
+37.58184055597285,58.87460732261019,13.378278544685552,4.934627472871435,low,sandy,13.115682102231244,24.321110522849843,good,maize,3.318244603162359,vegetative,9.514440956147274
+17.46367128532356,74.48369833678498,12.32958240075988,8.09078158960686,high,loamy,28.553714229051025,41.65270513360012,moderate,rice,16.762506585295796,vegetative,17.1311600971991
+20.801964446654125,49.70144113963232,18.74523219577751,7.951891439201877,moderate,loamy,40.89359142824335,36.40419687241719,good,wheat,15.573704420054412,reproductive,16.804882585599824
+32.72250015628956,59.595866046306384,10.35433332605043,5.31978381188256,high,sandy,22.392125851030645,23.42259323632249,moderate,rice,5.636631111988935,vegetative,12.088066039916844
+35.59361154780749,84.96906160886408,9.451398194501444,2.9493692335392687,high,clay,6.183511341746941,50.6112813436909,moderate,wheat,19.01505409205869,vegetative,21.762244540228217
+36.42572570826445,87.33932551449202,4.268288704337939,4.245532960191571,high,loamy,29.298531884638315,37.49792075991843,poor,maize,17.855279200554047,vegetative,20.108224822782645
+25.377679421373315,85.6241469630711,15.107625776963136,6.0428462122411055,low,loamy,43.01149428053324,19.53941280302797,good,rice,7.129929464470166,seedling,7.023432076230005
+17.233497557296673,45.74688401783041,2.8155155242856944,8.955294229560984,moderate,clay,9.874731979156708,25.26235626900929,good,rice,14.635173933694668,reproductive,14.698241719570726
+25.9445369324905,43.948142413005804,9.822657796409684,9.746036918506643,high,loamy,6.333863096412994,21.355372962414084,moderate,rice,10.285053066243345,seedling,11.172490384006483
+20.768364755176343,47.85987035575886,8.426443967748888,7.099767480191308,low,clay,41.406834919306384,25.619996024966028,moderate,maize,12.532621282581784,reproductive,15.167733065851776
+22.279911374915606,56.47866674330761,13.166017568088064,4.80549192397921,moderate,clay,17.020966040211007,19.408459629465185,moderate,wheat,16.44741158363024,vegetative,20.285447812022856
+34.306688920937646,48.850044767517815,18.35242939913317,7.54762762955503,moderate,loamy,21.39546675824978,28.556944859663727,moderate,wheat,13.723313951924805,maturity,15.4592695811135
+16.888177150647174,52.45276774434348,18.93191182996445,4.689841086564789,moderate,loamy,8.914191345706996,44.6991585032682,moderate,wheat,4.599760674665851,vegetative,9.211335474883905
+35.68953043701755,67.23821712724558,3.355985343263168,7.003787627332851,high,loamy,9.347854299101026,57.96497146442119,moderate,wheat,13.304722382884012,maturity,15.383738734833912
+25.691727145604226,75.75154062563855,5.236344365343564,3.950132573565413,moderate,loamy,32.6544510612203,20.52680287431209,moderate,maize,6.152459801177802,reproductive,8.939758412239348
+29.90159827751488,74.13349189607501,16.23270639929413,4.135909609851024,moderate,sandy,29.85033422059218,24.99148043669009,good,wheat,10.578197740470742,seedling,15.69527593870125
+17.241305780891974,78.86541402474913,10.365595248983857,2.6018047123289847,moderate,sandy,18.15807993864136,10.10767854986276,moderate,wheat,9.6778677984835,vegetative,16.435426228946476
+23.433976958931996,31.93106419292413,9.060691367114638,5.3611292177054,moderate,clay,25.37319003281487,21.265233402057017,moderate,maize,4.42225101259829,seedling,6.562395463271946
+17.242522975371145,32.86402738072537,14.212509047614116,6.945396160765342,moderate,sandy,22.46889939543613,30.92259265857496,good,wheat,4.68478633065692,vegetative,8.483603516829296
+39.03859307202774,77.36297764131777,12.038499052139436,8.310359550484968,high,loamy,36.27738123895784,33.08687025344968,poor,rice,16.39125850845622,reproductive,16.743841939769123
+35.18154123315626,61.98472933947791,19.41428108842669,8.48278835870155,high,sandy,43.79400611661143,23.31657456221317,moderate,wheat,12.792942664507065,seedling,16.304990477915943
+26.490818858911503,64.68844042572721,11.67949304576534,9.93955559605731,moderate,clay,39.42960887507075,17.516148424748238,poor,maize,19.552965105554037,seedling,22.334372243499075
+20.590063708091776,33.15521161286262,9.319476526945063,2.702045806695695,moderate,loamy,5.198344235069023,38.15348592454232,moderate,rice,19.17395597184584,reproductive,22.489904902448856
+38.33637763124631,45.318828070276254,10.856347241563514,5.94509414756663,low,clay,9.479905750453666,30.45946061499168,good,rice,6.2407642683543525,vegetative,11.505697417320915
+23.61491489317429,68.30125829312865,16.170796333939464,6.170996603219307,low,sandy,24.32195510240356,31.31329375099189,good,rice,17.543841823197894,reproductive,20.268797659582585
+19.02461079218437,81.55091340664057,12.253501135704417,8.436267411023138,low,loamy,43.330948514649535,54.74902920539389,moderate,maize,8.543322206324195,reproductive,9.502664443176704
+29.07910971134887,85.01900383088415,12.940961827734354,4.130868124710776,moderate,loamy,15.663838463332024,38.072145227032046,poor,rice,5.926082983015894,vegetative,8.63213284601288
+38.5943530086204,60.02516975010491,19.42877760073184,2.554978559515736,low,loamy,44.55284389468289,29.416969579138183,poor,maize,10.679623919058708,vegetative,17.606828111370433
+15.095757262508064,62.72845396429186,12.367909688509148,4.510070482147357,low,loamy,9.950614634350924,22.689490228886605,good,wheat,7.848145857674279,maturity,5.775241845286166
+20.95312108134997,79.98297786413946,7.605704966690796,9.871422632514086,low,clay,8.26732057318134,31.429885240512824,good,maize,11.645096433146966,reproductive,11.266392450225371
+38.461191010260194,62.25747604484128,13.826520540255933,9.195529582596691,moderate,clay,46.1038863715519,53.09342251163543,poor,rice,14.013112461922509,seedling,18.62188865558317
+19.27714917142905,61.01151153223904,13.189187939546228,5.161975687573213,low,sandy,12.288961669851115,58.2550024795749,poor,maize,8.155309108175835,vegetative,14.865833092469677
+17.831086290995497,84.30504226565722,0.2769527101276381,9.010175989960484,moderate,loamy,25.869901173445207,28.86153823291704,good,maize,12.250483420827708,seedling,12.256818651797175
+29.254680394995116,77.3959632633528,9.346585935716664,2.2620358729332697,moderate,clay,19.66806698794213,20.449107030905104,good,rice,13.637075628911749,reproductive,14.536356404340374
+36.54609558237075,84.54435158167767,14.858072057647986,4.513632619713604,moderate,loamy,11.643639559918997,55.72598293172615,moderate,rice,13.474280041516732,vegetative,16.54925536247526
+26.927745442348154,43.09482328686923,9.98082915442258,7.814494783900356,high,sandy,33.444995673201646,17.221850260220776,poor,wheat,18.7164984947722,seedling,22.424539819203044
+39.86410641711312,61.4625291993214,15.592422718707788,3.771618008134712,low,loamy,48.36527213591784,24.869262903879367,moderate,wheat,14.0260650292201,maturity,18.015107811329315
+31.979292488449826,80.54832771560149,9.017673928552288,3.5871276118984534,high,sandy,34.61492510844008,20.20729699233384,good,wheat,8.653974505128563,vegetative,11.983558944414082
+16.851872680261195,36.668869648026536,19.666431952744716,8.894460367714988,moderate,loamy,20.916440724979868,38.2914792656595,moderate,rice,4.6071098396555366,seedling,6.672294567386495
+39.82080329204938,77.67972925763772,5.857831784077774,6.927631688613951,low,loamy,37.030863011446286,30.43205617343261,poor,maize,11.27550289197843,vegetative,16.01776624146871
+25.19735591950476,40.97840300489217,1.8424521629214707,9.912181746496287,moderate,loamy,11.446166996138006,24.358317539693505,moderate,rice,12.79269140779246,vegetative,18.277606648840766
+22.185063346137063,78.48712529911927,8.600236023081946,3.077357410233188,high,loamy,31.100733981203465,48.3964059858331,good,rice,12.45671245185538,reproductive,10.348338401075871
+28.94697958944714,66.72005625341208,10.83418049747838,4.849027257865173,moderate,clay,26.12558507657891,43.20583539929645,moderate,maize,12.352537524159889,seedling,15.146343109953769
+22.60768979552161,41.59415948909203,6.98187463364923,4.489706974429476,low,clay,21.199260714063715,59.77557373073761,moderate,rice,9.380901913282823,seedling,11.52285553443178
+17.161437678003807,58.40125075996807,4.84562320235918,9.041057901751277,high,sandy,38.28052860932412,25.599410412967764,good,maize,19.2814894732443,vegetative,22.636694243459687
+15.03570857697942,70.9143099876463,13.44117382770978,4.042372160344085,moderate,sandy,10.331921544009806,52.26405335529051,good,rice,13.420285487334672,vegetative,17.823679902051857
+26.239583823006555,68.03117405301253,7.542501997125042,4.82768798139336,moderate,loamy,28.975571396742836,25.12537334664968,good,maize,6.778739033301624,vegetative,9.939872351175806
+35.921585555664805,55.63483177390226,12.627370582012738,3.14267100540342,high,loamy,43.44787969490049,10.451867916960024,moderate,maize,3.108786373993243,vegetative,6.853229951348425
+29.307879640751917,83.96199173525562,15.581428971975518,8.203207861193498,moderate,clay,14.076957006312448,17.544884318542838,moderate,wheat,12.692973948725244,vegetative,15.561617462152206
+39.98018247358602,61.15580486927065,15.220052555200477,3.901626271670823,low,loamy,16.904355886827,35.42352591839427,moderate,rice,15.688042402284456,vegetative,21.728185352604427
+22.17116614118,60.3520379117213,7.506186212713826,2.546562177857756,moderate,loamy,34.730230674730166,50.50046699790502,poor,rice,4.861296305944284,maturity,6.021437784592253
+22.011376619001386,33.735035396487255,11.357964579003497,5.480869861527173,high,loamy,39.766413127797264,12.87062970168649,poor,maize,10.926772223463733,vegetative,12.633522473055136
+18.99373650584861,85.32722338785823,8.993164488854848,5.131664991692277,low,loamy,17.75010206217978,51.60072997193379,moderate,rice,19.525664692886515,vegetative,22.32169658957124
+19.10158970663338,40.62699412070238,17.416105054193206,3.420873634443004,low,loamy,21.1954103841545,45.803719661416686,moderate,maize,11.403110278027675,seedling,12.501799022818943
+22.1296649002512,61.70068160619326,17.575169595999984,3.068780479168124,low,sandy,38.29606173002665,11.725954154879071,moderate,maize,17.510230920433333,seedling,23.49996789464253
+34.82100113183818,78.21405608401861,6.874831657760736,9.172457707066089,low,clay,17.8395649311665,15.314788319137792,moderate,wheat,5.390760914134041,reproductive,6.717177354725001
+37.64391976591119,42.9271966173386,1.8347489575746143,2.5427558924098443,low,sandy,34.98113771179183,13.78149816705422,poor,maize,10.684165848094342,maturity,14.293895017278397
+39.37717924269204,61.64239739825047,3.3516496664803896,2.79448765357056,high,loamy,12.14756378626022,43.949649817369135,moderate,wheat,9.007798303826776,vegetative,11.769734162997349
+20.80724135241132,44.44109455340045,7.340034842617675,3.960378249107248,high,clay,23.50897067697856,38.05147964301453,poor,rice,3.4803378063714816,maturity,2.92692145049552
+37.0324386403523,75.5816998679947,11.284999095259812,9.622713517252016,low,clay,35.99047443754542,27.942914723522343,poor,rice,11.859231015217071,vegetative,15.998257877173517
+23.206377231933427,63.86047007238904,13.135740219288586,2.683073996158841,moderate,loamy,25.69570502458811,14.415578754730436,moderate,wheat,9.778543753428112,maturity,10.511161977774812
+17.82101361292211,81.3585516237086,6.6274209257200045,8.528118613943057,moderate,loamy,5.865680676133814,29.649075329971133,moderate,wheat,13.398323676434934,reproductive,15.06013563857572
+36.750623138004144,83.67348017264297,13.349982392479715,9.136417226550616,low,loamy,23.28711606970313,44.108653343171454,good,rice,12.290278410866994,seedling,13.741654656593347
+30.902640866090465,68.92400894672389,18.75479967347512,5.022941931607083,low,sandy,17.975088090035335,14.670586649959056,moderate,rice,10.70897445101837,seedling,18.63463891172984
+19.11827240202654,73.52347476953668,13.040282543379009,4.351155198654739,low,sandy,9.557698227321174,52.82924757765552,moderate,maize,4.718557129390447,maturity,8.106311257079943
+25.745781437825062,62.953205993211824,3.171304588887025,7.419021826059264,moderate,sandy,5.411210524189301,13.14543086531192,moderate,wheat,10.52568264354063,vegetative,17.854304671640946
+22.181442371926693,53.065723984042975,11.593378259552551,7.621076804881783,moderate,loamy,7.048193070486011,40.40968800750474,moderate,maize,19.50836730562713,seedling,21.75179218259356
+33.41986421775492,68.88707538125007,10.837910335339656,8.239817302593245,low,clay,47.71614459819834,19.457385164620582,moderate,maize,7.662294543007865,seedling,10.026899760865618
+26.3354057656067,84.49731740923974,17.414002217968413,8.644534250631406,low,sandy,38.741864345521385,14.58198371448356,moderate,maize,9.54438649799999,vegetative,15.260570738653804
+39.73199862765962,55.000822825886274,7.006061104259487,4.14716364809872,high,loamy,47.28837708109133,27.74857685647367,good,wheat,17.305009002747944,vegetative,19.13347389687241
+16.368624556489877,48.86460158242773,8.4589122011336,7.495692815093192,moderate,sandy,10.165275347907114,43.346402065380566,poor,wheat,11.8407368890566,reproductive,16.542572003691905
+23.87538165340617,53.30621631315445,11.973181109729872,3.079245794277404,moderate,clay,30.672937246924956,16.05264725435206,poor,rice,3.0347051062241164,reproductive,4.224353962759017
+27.047504177749435,56.12385781269597,10.488506234840507,6.085850652353229,high,loamy,8.747985427168686,33.78486620178289,poor,maize,12.171038361863303,vegetative,14.071807341701886
+27.578338868707995,34.413661738662974,14.380331848103484,6.903095332100755,low,loamy,6.206287604031623,30.30535578074607,moderate,maize,17.82425361726451,reproductive,20.110939819228083
+22.89839555964092,59.90651042609967,0.8077798182499163,3.293855493412384,moderate,loamy,25.98265149981158,31.37271207112924,moderate,maize,14.736315548499467,reproductive,15.634933184851192
+33.231006227439195,59.65885488300358,11.270320384139197,2.6120523177563264,moderate,clay,34.08545962840337,57.1708375084748,poor,maize,15.871999989918235,vegetative,21.89042600014512
+36.86867683722437,65.30662965843139,2.4334378600775053,3.557970290209544,moderate,clay,7.860306241615957,27.45149507724702,moderate,maize,3.650534991306323,vegetative,8.845061061029593
+38.467982549446575,51.76920182827989,6.304179850394426,5.364709982818937,high,sandy,21.42768725271479,59.58144539268303,good,maize,6.046029383324861,reproductive,8.674542725203795
+35.12733441998816,66.78645575733537,13.232537230647807,9.102727822522995,moderate,clay,9.05751507085255,36.91955837260927,poor,maize,12.94786038460695,seedling,16.607482975422737
+36.26450493266498,82.69297861645218,3.148284011843554,6.255315396277817,low,loamy,21.294663885507035,52.12404427407045,moderate,maize,5.60245315047743,seedling,8.554960876193176
+28.76363251549989,87.32825942970985,6.1768367100925765,7.987943133871925,low,loamy,26.230806423298848,27.443216760900118,good,wheat,15.815790324450948,seedling,17.5216749806805
+35.647205660670366,65.01673296846297,14.06012965670624,3.3931562263315724,moderate,loamy,20.188912339591464,14.23869106218054,moderate,wheat,6.857465287910323,vegetative,10.89495511286002
+22.587597728698807,32.555457238218786,13.016104850536678,2.847825584441804,moderate,clay,30.93120609353182,14.220182369607006,moderate,wheat,8.406324148468105,vegetative,12.94105562025854
+24.96196905273036,88.15415983602654,1.820793384194761,3.9169388610579183,low,loamy,31.30655253906582,38.70746440656707,good,wheat,3.708144725244844,vegetative,5.798680541541921
+22.922825345463608,72.35172365377537,11.545369869846478,4.511043302322872,moderate,clay,19.982089975108188,56.49578998022753,good,maize,10.246298332308662,seedling,11.658387568834762
+26.684683386198135,50.15781891321913,2.945089238372789,6.384816150577596,high,clay,22.531928723499316,13.5610409295611,moderate,rice,7.347275105232738,vegetative,10.48044167656303
+22.13949040596591,38.829462057823406,5.045427574289853,9.049946562915526,low,sandy,24.8479528060517,44.45586491580664,moderate,rice,3.563951382901968,vegetative,10.67972754595495
+39.04028605636117,38.6051167341765,9.184225572715574,5.408740934218923,high,sandy,21.90439879592572,38.1625545263274,poor,wheat,5.276103572298238,reproductive,10.09347110980416
+22.821115700141704,40.06466436837616,2.1869364659637824,6.150385502759761,low,clay,39.22914472509459,42.61253067194769,poor,maize,9.670939850327173,maturity,11.46968708369712
+17.451113452773495,32.73435129682922,19.872939358371337,2.036908287879365,moderate,sandy,11.297637680700056,20.777047800121537,moderate,wheat,8.818750580065394,vegetative,16.369499307151948
+28.170429151260336,84.1292513191747,3.3073912210800227,2.266496503130293,moderate,loamy,43.566594348902925,13.525425619538536,moderate,rice,17.635052688671987,maturity,19.07651470153027
+16.427476961129408,62.44609396964018,15.626252568572088,2.670153599420381,moderate,loamy,19.90629578383296,13.736411470492024,good,wheat,8.147571278750178,vegetative,9.60574259239196
+17.763579157714513,71.99756476283022,16.5967769004645,7.591952683832229,low,loamy,37.57823844079255,22.336238879261185,good,wheat,10.058781662346773,reproductive,10.248776981118413
+20.48473472990616,79.68651055609845,19.889279397920028,5.889530950175339,high,sandy,44.76991077901123,20.68196327197935,moderate,maize,9.94587664368473,seedling,11.456379217105845
+26.60875624705354,77.49246037999201,8.573064357045368,3.543689588254865,low,loamy,44.93537157520464,16.317880446078092,moderate,maize,13.181896463428416,seedling,14.053829903957752
+25.83127330772569,82.9563374237305,17.481890402786803,6.740795509518553,moderate,loamy,25.356428150653947,23.2341480627048,good,rice,18.347070649615254,vegetative,21.508749981500504
+34.99229655006978,88.03527735149711,19.15078878033702,6.356897214552289,moderate,clay,16.54714210558224,36.69868459059367,moderate,rice,14.468557389730275,vegetative,17.65172288282062
+33.48686634710283,56.34423688451638,3.457882897893343,2.710394414479966,moderate,loamy,32.25921929407113,57.47569050913615,moderate,maize,17.25260371903091,vegetative,22.96853176078295
+25.65795734976753,87.02012800010343,9.588721781190651,7.12330218173717,moderate,loamy,13.27833547659262,56.113437993909535,poor,wheat,6.181053391751249,vegetative,9.540343490654834
+23.342605189390746,73.39739690056898,1.2002163771217544,8.137238981044081,moderate,loamy,40.57685924693383,23.585682105777117,poor,rice,17.270694179174754,vegetative,19.659847761411548
+22.911719601537463,34.24009141848471,12.414480240484032,4.292435261672775,low,clay,37.01052046174947,13.310489704625896,moderate,maize,14.90262658588506,reproductive,18.216947559923863
+34.34987718235023,70.90698727274072,11.628123137131327,7.499910895954461,moderate,sandy,40.80382359368308,59.7816794251476,moderate,maize,8.013458544801267,seedling,11.940276460027809
+16.301810155531744,71.20299957629092,4.082525693263943,3.597756136070272,low,clay,24.49658787868712,33.82041764168392,poor,maize,18.2215571243289,vegetative,22.25759985965368
+15.320541237765145,84.35163382755162,15.95805517788252,8.05383050969396,low,loamy,30.084273495407537,58.91505214566905,poor,rice,14.305438052569524,vegetative,19.881891715638027
+34.8886097981662,52.37592794820552,0.7453744552707975,9.29419335298176,moderate,loamy,9.622698642398952,36.88210089027661,poor,rice,10.952008345725734,reproductive,15.620621032719278
+26.928659399726232,65.09469001630907,16.12454648255114,5.534936990413176,moderate,sandy,35.944052791982486,54.31804102668275,good,rice,14.975421359176574,maturity,18.20914756644824
+18.2720284638394,30.73125306070455,0.5329058232773476,3.956976625692943,low,loamy,26.90774062512353,32.36103259264017,poor,rice,3.114516780313938,reproductive,6.171090772980289
+20.88914836486253,49.92451453088016,13.136576242727005,5.193413617581599,moderate,sandy,27.91572359083948,41.10115055224431,moderate,maize,8.497998840859157,seedling,14.226052585381652
+38.31259882743456,33.73462356952685,1.5753902782980256,4.000619781245735,moderate,clay,43.11464669112328,36.78701589276349,moderate,rice,16.20391446124912,maturity,18.872769732534906
+36.48757439062245,61.31237836589382,5.024510386246459,2.009915006131004,moderate,loamy,39.75444993149792,20.99386595478945,moderate,rice,17.60323203412024,reproductive,19.66391990472258
+32.744626255599314,79.0468590304172,14.438266986236716,7.203652894435561,moderate,clay,29.08366435162225,48.18991425510013,moderate,rice,16.603158057598886,seedling,19.336795793023605
+27.055630758433164,42.386561527744135,5.608095992507735,2.3402131356975757,high,clay,20.979784705586084,12.740278680906124,good,rice,15.4304941706505,vegetative,16.756650657933196
+28.008090654784645,61.64646273346671,10.223476974354694,3.683125921737848,moderate,clay,25.089594893106224,28.12058729475949,good,rice,11.45890884507179,reproductive,13.184301167146346
+39.38111338209897,42.24051819064602,18.304965390402288,7.779596449038569,moderate,clay,20.784365204909296,53.49513568037507,good,maize,6.2231588584328055,vegetative,11.235020351142609
+39.144261097107176,37.24130807077442,0.9926870807315668,7.325800111326267,low,loamy,11.822243751837458,35.13418813425071,moderate,maize,4.88362415104381,vegetative,10.648008413949915
+20.381726144645857,60.65980751606055,16.221595874713472,2.586631296369325,moderate,loamy,34.059918866783754,13.882273868755142,good,wheat,18.707904992628496,seedling,18.138264335019205
+35.277614157632954,34.74891725698366,1.3054399713697906,7.280437928632616,moderate,loamy,36.1181751161332,20.376512675567987,good,rice,6.583537914364152,seedling,9.174918202456135
+19.93106665417542,65.24127786827935,2.535896886733533,9.44459911660626,moderate,sandy,48.70445155421651,15.481976502852644,poor,maize,7.169713254067839,maturity,12.638041096731316
+20.338436947098785,31.880247640603574,2.386382077784217,2.596019752145465,high,loamy,25.506701410790804,23.881665348380533,good,maize,15.269965291754486,reproductive,13.625626705792106
+31.90232585411442,36.40289831210253,19.882045664214523,5.32550582141309,low,sandy,49.87815857415949,18.26559156321549,moderate,maize,15.849738342214083,vegetative,23.486693053155605
+25.12502746468871,62.99984912924147,3.603726386630668,7.835471120913131,moderate,sandy,13.419436347761872,45.59753917128343,good,wheat,9.939196125243823,vegetative,14.841245767549538
+38.288610177663,65.48444477393483,17.935236925125363,7.341784025423307,low,clay,34.54838748412627,42.971315545371965,good,rice,4.275839156555746,vegetative,6.469174047836209
+17.22524337240022,31.739215805625484,19.818643258931083,3.8120843397559865,moderate,clay,49.76458893358194,16.753943353623843,poor,maize,11.235761317877603,vegetative,13.916225592452104
+27.78814102023733,64.4026072800935,7.675695408245959,3.304538219973651,high,sandy,33.814623622565335,32.24954163023078,good,wheat,16.81629873934866,seedling,19.89713388999921
+37.963038261078026,80.31015151941821,12.620970870573707,8.273976032327456,moderate,sandy,25.35664531224737,24.79207895055424,good,wheat,17.993471862943906,maturity,22.52771721676569
+37.60284151198763,73.33897063763723,15.581825075272253,9.649957241910371,moderate,loamy,28.186353543355068,26.86079846758443,moderate,rice,14.053681141335096,reproductive,16.487101010604768
+18.91323033539353,37.87110623524792,7.852901636724166,8.140667740342632,moderate,clay,43.04800123176352,38.7989883829301,poor,rice,14.637793732222988,vegetative,18.12391040953488
+24.16594250241141,65.5484788538169,3.236282809956146,9.705635857582,low,sandy,47.25997231040447,54.93445226027128,moderate,wheat,3.4043489477254605,reproductive,7.798817655834714
+30.47803500116741,70.3351500044528,8.675254875851223,6.839963393096342,low,clay,25.42669390166237,54.86625086693164,moderate,rice,6.623247350846741,reproductive,9.407553981881842
+18.98487211928505,32.23387210513751,15.437752900058891,9.432790885535336,moderate,clay,39.75665127563809,30.651074822107837,good,wheat,15.699286625304357,reproductive,15.421639219200788
+39.20055430114347,81.32086012101736,15.615255254968062,7.523485556359095,moderate,clay,47.01597889349069,29.65975753064942,moderate,maize,12.018563695370512,vegetative,17.074830954199893
+37.86873321819151,84.3760438373898,4.610775843418267,9.271078001608693,moderate,loamy,17.695425906293615,35.898793545828084,moderate,maize,12.978490907722673,vegetative,15.884679499875237
+19.173754475861728,81.02713640173552,3.4993127978149308,3.292711743756726,low,clay,27.192226740501503,33.70575035180892,moderate,rice,16.776588912408286,seedling,16.90031884708865
+18.028886531524638,79.4778880793468,18.411214042006996,8.52452172595159,moderate,loamy,49.79378997287776,13.089251191641202,moderate,maize,14.38111146128561,vegetative,17.698716680717872
+17.135212070206634,74.6979119076536,0.8799806111662112,3.57396640762762,high,sandy,20.906535434497883,38.9374725776112,moderate,rice,10.138275450690962,maturity,11.95555953423389
+37.73609160091578,68.00592187691761,14.694769515301738,2.219432815567658,low,sandy,32.88595801449482,39.23662298301697,moderate,maize,19.558300786829133,seedling,25.0
+19.84059524488652,70.7176202992951,0.92842770893508,6.140689072343704,moderate,loamy,34.56642000907348,32.516870436644055,moderate,maize,7.109946397063697,vegetative,10.63714075857269
+25.40712321360887,78.38371760009898,16.758001017219758,4.546014244494755,moderate,loamy,11.9366792126529,30.698237166009854,good,rice,8.778795676806693,seedling,10.439473792337736
+26.221284141300075,69.74990750167828,18.10829626672204,2.348250894304143,high,clay,41.29776614950175,56.94728723922916,poor,wheat,14.34928567010152,reproductive,11.368640025974042
+29.97527610533919,49.66361740092426,5.94838248458198,9.842435029825277,moderate,sandy,23.58052741661298,40.04120009040719,moderate,wheat,6.944584342977931,reproductive,12.385198060293124
+16.793383593685625,52.55766612968124,1.4787128703339514,7.331728763919942,moderate,loamy,27.514553610574744,50.813972010638274,poor,wheat,9.468595033942355,vegetative,13.262935948388034
+20.6689654350129,83.82344810233752,9.613690726948573,9.21449738572479,moderate,loamy,33.92791115755142,57.69205320662561,moderate,maize,14.752632655080015,seedling,16.061622148598754
+38.28725967297315,31.027325147829718,5.969260734909536,9.992660686975588,low,loamy,23.47181124670156,50.50508449897084,moderate,maize,8.747366540421517,reproductive,12.006358693437337
+37.71025268171424,71.92923487465691,8.34272285620758,5.135733893368736,moderate,loamy,19.62871095411799,57.1489786066654,poor,rice,3.9728677313772383,vegetative,8.58579058642608
+34.532266185142305,87.28665314551293,13.299709069773604,4.0378962298729215,moderate,loamy,29.589382768601435,47.96467884160416,moderate,maize,12.519841586825784,maturity,14.45665450477282
+15.485031140455384,72.37369019747842,4.196520718974339,3.47107514149463,moderate,loamy,20.605322038211757,18.506026094649865,good,maize,16.09211587731376,vegetative,16.976817520513624
+23.17516921240255,89.63471929390693,7.139031390281727,6.121496862330741,low,loamy,24.535837573808227,21.34652113401104,moderate,maize,15.628479331785677,seedling,16.13166012756712
+30.69896838357269,71.25269433169984,15.651249805853473,6.84864622001726,low,loamy,9.87833789839129,19.694762546416516,poor,maize,13.558527369771172,reproductive,15.649608692914205
+21.87975529433689,32.061781753011665,12.875238999056434,5.779381888260199,low,loamy,43.01343776133068,26.106304462655807,good,wheat,16.009261454339885,reproductive,15.543023525275103
+37.73966737634443,79.62059289881542,6.525509823024773,5.098016118765459,moderate,loamy,23.52682513716136,27.74963978019526,good,rice,6.3885481725670825,seedling,8.96334769589497
+30.847236545811047,47.07779471635914,13.286032005198573,3.3461805076730267,high,clay,8.725280339220285,50.55909892403027,poor,wheat,15.477259763767847,reproductive,15.23050327738895
+16.79766793291114,56.763433539866455,15.306258457839332,5.534876990484992,low,clay,40.55106878774561,28.0425982842129,good,rice,3.848789775636119,vegetative,7.03395882447713
+37.72513972089257,48.72551495442492,11.84971161905575,2.68194509663252,low,loamy,5.883139009997742,46.36093387381717,moderate,rice,15.580902079567045,vegetative,21.82024206357968
+38.94416645440556,46.11324637258077,4.78993665002017,8.920382071100736,high,clay,31.97057902525175,55.19083868425457,good,wheat,3.862014430431452,vegetative,6.974086069496392
+16.942810459793137,55.88434222018712,0.0049058102398613,2.3752212167836757,moderate,sandy,36.61986918784324,15.727670780444964,good,rice,16.11516998790141,reproductive,18.719314134365103
+28.30900587153287,52.72508690644042,16.056982139765626,5.0451684938524375,high,clay,13.604468338813309,10.013062647147375,moderate,wheat,18.0438242208792,seedling,17.21246921996712
+22.58410705535426,68.00031491055536,16.45267110632329,2.801102952343748,low,loamy,10.906674314378572,54.43292975295669,moderate,maize,17.09369148058358,seedling,16.971830970058537
+24.820976912035057,78.78907205925063,13.95209002788724,8.199843995736625,high,loamy,10.124736237923011,21.912809083732164,good,maize,8.92527771126729,vegetative,9.958070186787896
+19.491280448883547,47.82531919123444,1.5316186273522758,4.501895830623415,high,sandy,49.699849557806665,17.67188750716798,moderate,rice,19.577252803541445,reproductive,21.95156713373687
+29.451802550310312,42.82326916932104,11.704445750160923,2.9048449012204385,low,sandy,38.978907120069,24.76043885229084,moderate,wheat,11.813016510753108,maturity,16.882014328455544
+38.94948383122227,70.01371625222055,16.420413425432145,6.251930390916111,low,loamy,19.071971166498336,19.30130538869213,moderate,maize,9.447034260465612,seedling,13.29832715501148
+27.576815006790227,70.2192039498469,7.793366402163313,9.33021605783632,low,clay,20.10009539961178,49.68260017523059,moderate,wheat,12.899333586294578,vegetative,19.589239038327964
+17.072864534862028,84.0678743571703,3.960014684405082,9.269158968953626,low,sandy,34.188113958660054,41.72540084866603,good,rice,8.183864046071111,reproductive,10.589087598089376
+30.50003333693521,30.95674118719865,11.752545944829414,3.9972083290623193,high,loamy,25.59523813475649,18.36521438976282,good,rice,6.031222846252506,vegetative,8.378949569546249
+23.505574861281424,81.1824397269906,16.526132546017557,7.757277407681868,moderate,loamy,17.210306482801705,39.17818874439631,poor,maize,5.776810351319904,maturity,7.159141271840762
+36.39812973978245,61.260130376901415,0.9773991741413112,2.24227354272793,moderate,loamy,7.569347295535419,20.40455287296419,poor,wheat,5.880797594180775,seedling,9.873736322298951
+25.866953707911755,67.27812535032592,11.939024343214715,3.054814372027397,high,loamy,40.27341402447647,19.87779862088,poor,wheat,6.880988768644428,seedling,6.895725166136188
+19.82099022355614,35.482286433684884,12.86347590678684,5.9957789625102365,moderate,clay,44.97016395257644,39.77235019053874,moderate,wheat,18.06975368377776,reproductive,20.603753398383112
+19.777640567278624,55.95689597232274,12.047340786965592,3.830051475906817,moderate,clay,14.26816787362434,43.23435184371944,good,maize,9.880096830824115,reproductive,10.41957402112374
+34.21910451802901,43.63814443431143,13.00067368474097,8.386094831681104,low,clay,7.853230139739656,27.310102605441596,moderate,maize,3.0016643118173976,vegetative,7.345129887270245
+21.639689957684,45.25350180495055,12.62750615208309,9.44857737642129,moderate,loamy,10.338147757025862,48.17037904936176,moderate,rice,8.165973238271292,reproductive,8.492902457496472
+34.18083485398057,60.24570688056164,2.608077699606981,2.034666531862258,high,sandy,23.641669028129517,51.86072446987451,moderate,wheat,19.933753526408243,vegetative,23.496012753627035
+20.147182769164985,78.74735702418674,4.6987355389783065,3.8633266368078383,low,loamy,18.470671125149718,55.81721023669657,moderate,wheat,15.51535274770485,vegetative,19.157228128311992
+23.04215921753273,74.62685580869137,12.379880105780202,5.5164267686098185,moderate,clay,8.305601716480181,41.30299630818654,moderate,rice,11.565280587102857,seedling,14.473852710313205
+26.637174310992485,65.45999754515722,0.3538632227354155,6.504634306819108,moderate,loamy,25.4690934763202,21.00124449274257,moderate,wheat,5.1650803521315325,reproductive,7.762902529902048
+38.57989624233627,62.36509156520802,12.694890374464888,9.327222220736807,moderate,loamy,14.176350629751544,47.42324008434794,moderate,rice,10.744781987007066,reproductive,15.360511357275508
+38.293285618845616,55.6383625940694,13.30773247570064,9.135067924122348,moderate,sandy,8.012686070853068,15.39229206236827,poor,rice,13.87431945357802,seedling,21.818276377979043
+20.1717968855572,88.36259841368317,4.78349519723317,7.097360795743727,high,sandy,34.606766243806945,19.060743073715443,good,rice,18.61903654335886,seedling,19.763118916189804
+23.95547603107682,63.611553254054,11.962656595062793,4.0591041126710765,low,sandy,30.762783158081987,51.639406367209816,good,rice,11.36372449474853,reproductive,12.39300513046298
+18.734984711344307,45.237983898733326,10.681801214475293,8.26630247902689,moderate,clay,42.18790540130925,55.54147212402666,good,wheat,12.317673590471768,seedling,11.071802413020585
+27.749626982837427,43.805447522402375,5.213830963062276,3.621214170297854,high,loamy,18.60266748718808,13.335853302900144,moderate,rice,12.650996904781245,seedling,12.310176897849647
+26.514563767366667,66.68118184650851,9.259480237495092,9.721378592774537,low,sandy,11.112020482346455,25.60607654117828,good,wheat,19.163418064190296,vegetative,23.262742907711356
+37.51900406126831,61.369651638655725,18.19249058824363,2.046719325871984,moderate,clay,21.20723397209563,41.45887659002064,good,maize,8.760947928155064,vegetative,10.748097332523557
+38.25013444477682,30.461868177282767,8.532055609197657,6.558164031263212,moderate,loamy,40.04181732012799,56.93238699682618,moderate,wheat,17.629332149641172,reproductive,21.112199700889903
+24.589184775182304,79.80392233174676,12.596883537590031,2.707177975373022,low,loamy,15.878270981703468,38.53627202856725,moderate,maize,10.332899060357695,reproductive,10.82823393009106
+27.29344857547473,72.24734125394608,0.707016420813884,5.260796241456171,moderate,loamy,16.475038246725298,51.04962761456859,good,rice,15.594322379114118,seedling,15.306258834621072
+37.40590622865333,69.70975738068621,1.556002266441976,7.079468322483337,moderate,loamy,11.641310781002067,56.13775594862555,moderate,rice,11.212906779498594,vegetative,16.53139256666471
+35.167695193626535,34.12683946185954,1.6261614660663692,7.516787964735331,high,clay,49.39314628310159,35.95214431261475,good,maize,12.42277407019385,seedling,11.228037409934943
+15.091407783616232,51.72335101034949,15.564815272528907,8.28455575739148,moderate,sandy,48.52894213596393,47.02247847928295,moderate,maize,8.59549630221222,seedling,12.653105551825943
+23.001489104589563,86.12293564396717,7.005137896069053,6.746621622118161,high,sandy,34.61234622690048,43.12064563231913,moderate,rice,10.049009092728111,maturity,12.212659260184862
+25.544356048403145,81.75535448048183,4.552233767316267,4.010554810287956,low,clay,14.66681379287684,43.568111423895765,moderate,wheat,11.930852493062057,seedling,14.742080990212331
+20.74290709208079,47.132576272172,14.946491369034456,9.114025943478971,low,clay,39.49503518880855,35.853333350430326,poor,wheat,13.273035347646385,seedling,14.229508090572349
+19.98929039739847,39.42353304594832,3.3992012511234893,8.4888593041095,high,clay,31.277004331987428,41.15958286137985,poor,wheat,9.29519727194181,vegetative,9.544816932497085
+15.944612664891991,56.94527743011463,4.929850501405612,3.2804185416548,high,sandy,38.730476235454645,37.71872530695669,moderate,wheat,17.18107612154543,vegetative,20.889741108891943
+31.084243126744013,51.34982272005965,8.618628865400417,8.612089473662792,low,sandy,43.71846621984324,41.88715059760716,poor,rice,15.224081193715872,maturity,22.969346485367986
+21.562757262079145,70.93358260235946,6.628761380292265,9.781156127283854,moderate,sandy,19.33134652729236,35.25988948877775,poor,rice,10.676039166996349,vegetative,18.65918910875292
+16.308679460782827,87.98608860505918,11.707844220732886,7.097752934463341,moderate,loamy,46.11644346163286,21.12485074101991,good,rice,15.493709412638886,seedling,16.391531270678538
+20.77448276320159,51.78008699895369,6.756812381496953,4.25444178491115,moderate,loamy,45.43512483788911,44.68092251427229,moderate,rice,3.1134893642093364,vegetative,7.092847885546394
+35.04784882090316,33.73345035913452,7.859032717177838,6.852750650187314,high,sandy,29.620872551866785,29.20158418307449,moderate,rice,13.09040744943819,reproductive,17.447716704035237
+36.28722954116367,83.85684050054311,17.25773216498972,4.740280553186392,moderate,sandy,35.805719893473366,16.387075709197997,poor,rice,11.93215000343392,vegetative,18.71646167826929
+27.076656129832564,32.276983814392246,17.690628792560048,7.40757176513845,low,loamy,23.496614997187173,52.56620974849705,moderate,rice,11.74682123585833,seedling,14.590648353034712
+25.401766760217157,87.16595382919999,16.55422381626815,6.358399675646988,moderate,sandy,34.47962331914611,19.06735018105591,poor,rice,13.260104519729316,reproductive,16.571015840006325
+39.44634233754454,69.8747656805424,17.296618654092654,9.43592489671801,low,loamy,29.70313125890933,37.03544867715316,good,wheat,16.64149362969097,vegetative,20.195686315336143
+20.01411648970175,86.50135250651695,11.39457338678234,6.943268345606422,moderate,clay,19.52689506602432,46.05586951777849,poor,rice,3.783207145561037,reproductive,5.325660556692171
+20.38398207136521,41.979581198938696,12.92466429502768,3.7118534698173526,moderate,clay,19.52773528900798,42.38512092573639,poor,maize,5.530163668322569,vegetative,8.545236184888818
+22.296679425909996,32.44198771522846,11.143463331098811,7.800878986735078,high,loamy,34.32497333211188,18.04297501576874,moderate,wheat,3.1632280841631726,reproductive,3.501123695622241
+19.318932957027183,59.29259869658951,15.7117616810584,4.407026542887055,high,sandy,48.04826136952948,19.706906330641417,moderate,maize,7.042165521273263,vegetative,10.850105472834327
+24.484139955104663,57.03740487420751,11.020009715228884,4.179127623590435,low,sandy,14.069672624008746,17.442399188492217,good,wheat,19.62011803371917,reproductive,20.39492831850616
+37.77085567474384,49.88953639529297,2.2215392910156107,5.134213004596028,moderate,loamy,22.6641493803023,13.627359405470294,good,rice,9.34866468777873,vegetative,13.89379667076456
+30.38369601571436,87.45938846332186,16.191602409137197,2.095973432501405,moderate,loamy,41.256913608537616,24.163674149491676,good,maize,12.805543432176083,vegetative,16.10158524429431
+25.298663715306592,79.35502392968593,15.211703413550728,9.753125281290242,low,loamy,10.53551632489808,36.20691699668373,good,rice,19.831754473215216,vegetative,21.468382715233123
+38.36026986428037,69.6949212825356,16.406011905652505,6.258648890869586,moderate,loamy,49.73750557149884,18.64754437316237,poor,rice,13.663681335504936,reproductive,16.715122004958978
+16.21160581189556,39.77149749826967,3.808589267795237,8.187951150983682,high,loamy,35.51623588735818,58.54296359317898,poor,rice,5.908507472099823,seedling,7.621279276177371
+20.256904447546532,74.05940449311149,5.432341054299341,4.062817779023026,moderate,sandy,45.986020968318286,44.94152406508289,poor,wheat,16.685845623244504,vegetative,23.68356792583199
+29.147215127543973,73.62074728198344,5.915033945270601,7.9729450530690045,moderate,clay,42.7124094515476,39.17172916555009,good,wheat,12.383002340851146,vegetative,14.444066470587442
+30.38881557982948,55.50409041696045,10.161610723713473,6.537364018225083,moderate,sandy,39.97107209958691,44.070930659656746,moderate,rice,19.92109457168437,vegetative,25.0
+15.988937664065327,85.48715458284082,2.677541683269196,5.393153390236019,moderate,sandy,6.480547713030144,31.797500527375725,good,wheat,15.83613990192786,maturity,18.66321307470685
+25.075968947678305,40.01867293374063,7.707635065497347,9.765353809571696,moderate,loamy,23.29232520146875,33.49540889171131,moderate,maize,19.911850880592105,reproductive,21.69933528471924
+31.22884912077182,46.040253744699854,3.643163221580592,5.950749713171247,high,sandy,14.08380776018652,54.43324781737181,moderate,maize,18.1432948629846,reproductive,21.638687495318177
+32.451763660085035,33.79346035503802,5.29525426065473,7.259668655117415,low,sandy,44.20999974279217,46.09697269227104,poor,rice,6.096411986809524,vegetative,12.261319733560798
+30.953497562906733,77.72705749065526,14.127752691168547,2.1227375319190376,low,clay,35.6128820059302,39.4093419022025,moderate,rice,15.71717816055809,vegetative,19.87723218691668
+23.014080609023114,67.30556316572384,17.09622312634562,4.411641651989187,moderate,sandy,9.818299032018176,57.510627771644565,poor,wheat,11.467701050924065,reproductive,14.811120117365247
+17.338003089947737,48.89641834087497,0.4581173319436771,9.109532529280532,moderate,sandy,21.181898752950925,43.13206455958756,moderate,rice,5.206112451045511,reproductive,8.2580686431853
+25.67781116048335,39.828819815658925,11.317939267100009,8.07167248892815,moderate,sandy,8.118867615543437,29.934505047055072,poor,wheat,12.653063911792293,maturity,17.389936894717707
+18.218860934201388,32.40886620172442,0.7211952412453426,6.294032289405198,low,loamy,38.29984827385541,12.37289607945566,good,wheat,4.592658979788846,vegetative,7.0616946039210085
+38.69059146301667,40.0047341175562,1.7049849002310058,9.201277656906283,moderate,loamy,23.82430890345422,29.53380531150348,moderate,rice,15.954212213098304,reproductive,17.451941832359175
+26.879271650565705,57.19707878025949,14.101680692282182,5.889764105660446,moderate,loamy,15.546707114891854,56.24029024624453,good,wheat,9.141125807106995,reproductive,9.418968915834723
+22.93147935892169,44.83061814063637,14.712162130042332,6.532056513502205,low,loamy,28.296076431443726,12.232492901486012,good,maize,16.75189931266529,maturity,15.6364319941385
+34.1576017779725,45.538930645918,16.279613463455973,5.057222777580365,moderate,loamy,6.891999565763478,19.22813229593018,moderate,wheat,14.59871633265623,reproductive,19.68516846937367
+27.448714814556595,82.53458200006287,9.4848302354061,6.960320293783074,low,sandy,16.578257597959258,50.43737750472312,good,maize,17.93219517607409,vegetative,21.88132034880833
+22.750850600311253,60.90826040766604,17.196149640323764,4.55201224736699,low,loamy,12.88868965078139,28.24774130554228,poor,wheat,6.159883249389111,reproductive,7.732565488819288
+35.299193559770046,73.75511838770487,3.3367658328324867,5.083937420338858,moderate,clay,46.87896471587042,19.29493388466185,good,maize,13.966727909845485,vegetative,16.027613081663905
+36.67880377502805,32.142656941688585,4.994328272700052,9.73061010565815,moderate,sandy,21.969833271020395,50.78325730127912,moderate,maize,17.685895763991926,maturity,24.403685256082703
+31.825204157216923,51.909801340681724,2.6900429520394264,2.890469438396721,moderate,loamy,31.301283488059735,37.92198211695748,moderate,wheat,6.872895627400222,vegetative,9.255749085101584
+16.174110560191682,58.750160843726505,15.950745211637532,2.842042761968328,moderate,clay,27.63238778747647,37.42317308687487,good,rice,16.314649232232384,seedling,17.260835502830442
+29.1580720041633,41.18501131261108,4.573502367732378,2.346528155640126,low,sandy,34.66421932898308,24.68924736583214,poor,rice,7.8424234358038065,reproductive,15.78580874511426
+34.082372799932045,37.21149248673232,3.110224855165913,4.560356158082141,moderate,sandy,17.560221388965044,43.75673517009518,poor,maize,16.86363626942577,vegetative,25.0
+18.412575302089557,82.21822670999055,12.462213751761125,5.185833939743394,moderate,clay,10.435081070456969,53.09130441822388,moderate,wheat,11.763884454521712,reproductive,12.90298921329314
+20.716768784615084,86.3658976259878,1.541640527213488,2.75612515255637,low,loamy,8.66532227272399,47.510265413931656,poor,wheat,14.32458569657586,seedling,15.13181843193934
+37.06237762670341,34.72840188272444,0.8980055444034507,6.393047962934637,moderate,clay,13.702863391308767,40.62130393015737,moderate,wheat,9.283760766459242,maturity,11.622239763854571
+15.503043046326852,50.94112275254659,2.134352971049178,6.666412232438953,low,loamy,26.72732988358773,27.52597645849717,moderate,wheat,17.03975869282148,reproductive,16.80618231175308
+33.8181784456494,87.49713768866843,0.0048176797433518,8.008213548906625,low,sandy,15.621232374718828,52.74017988270417,poor,wheat,5.0937821735670985,reproductive,9.96726898626553
+26.844332312860573,34.98970398794789,13.939803084435848,9.807744932926411,moderate,clay,24.53009354186389,38.30537950170876,good,wheat,6.288631962872376,reproductive,7.667253963785775
+26.16930397099017,68.61848237272358,11.244706434289572,6.954817978339197,moderate,sandy,6.318614886590501,54.47923906834808,poor,maize,4.528075586405547,seedling,8.926955760739537
+15.17741331237218,88.33328225802033,4.197502180754478,2.893206453447563,moderate,loamy,33.23979939625468,22.708930164571196,moderate,rice,19.142941374230983,seedling,19.57820980859347
+35.48495577416232,88.69342011488247,4.660098959551917,2.7081939459662623,moderate,loamy,44.51727194906691,42.714775148026696,moderate,maize,10.926903243485452,seedling,13.850104703920536
+23.995622515914164,58.27339985422459,16.219371969400793,8.22037490920297,low,clay,7.141547299140995,56.75944503136858,poor,wheat,11.117383869448162,reproductive,13.89478459078362
+28.51914078251357,39.76494646694284,10.036402317206008,7.202673028287414,moderate,loamy,14.811789487947015,28.70428400753009,poor,rice,8.125327416641573,reproductive,12.454426193614683
+31.932517158391487,42.12505889864633,13.970567141634794,3.295315157652494,moderate,loamy,19.29966840708541,57.563318153941296,good,rice,10.984948146681418,reproductive,10.631828974214006
+32.5657394109479,83.37608370746368,9.05510902549831,4.026879781468272,moderate,sandy,17.9258258403423,29.62310138222817,poor,maize,6.996602378739823,reproductive,14.391198149653372
+38.899501470651806,84.70098025978416,4.754360520415846,8.001923098340146,high,clay,6.817331951852239,31.884401508378414,poor,rice,19.177965590829967,vegetative,23.59328873992462
+28.283498830915228,66.47277863241328,19.408056013658136,6.529246254445172,low,loamy,9.796031364005412,50.32236866168434,moderate,wheat,7.478716495874234,maturity,10.425492713737702
+24.99298877436069,75.97058396819469,11.312951267507948,6.680000500020312,high,clay,46.06078050596359,23.038582430552925,poor,rice,18.73260460694809,reproductive,18.144304444721893
+38.84259066229269,74.3958750882245,2.619638075358248,3.680069370303277,moderate,clay,37.011281081837545,45.29365252721184,moderate,rice,11.298268975887783,seedling,14.005057785909589
+31.052755875638027,69.70929587934643,8.121800843678136,7.032463853261692,moderate,clay,48.12971325089428,24.919459525667545,poor,maize,10.432031392771115,reproductive,13.895195227548657
+22.45375890691389,79.63661729231634,6.586748238938014,8.165028763258043,high,clay,24.820794812092466,39.68851033908915,moderate,rice,16.664956575457722,reproductive,15.75504879450863
+18.16160613508928,71.12439738241926,4.281749371770427,9.082017803710777,moderate,sandy,44.55649110294048,48.79804397860018,moderate,maize,11.40855647003402,reproductive,13.552057141350009
+36.06386253662953,62.04013834484996,18.66879978480519,7.8937385985443935,low,loamy,41.7442643408416,11.3069654183126,moderate,wheat,7.537341488943625,maturity,10.37529459981687
+24.05454006985379,44.21738175528941,17.618399909195052,6.611005208072129,moderate,loamy,44.37234749793917,14.423853687846693,moderate,rice,10.39725103164258,vegetative,13.749638592884482
+31.51174303411078,74.63328864711714,3.982942330402328,7.386074457974215,moderate,loamy,6.761937243625246,56.71871777487506,moderate,wheat,10.473889196122247,reproductive,13.939741969435888
+26.77041048414745,58.40627207029647,7.042957781110335,5.880891700111022,moderate,loamy,34.36320455553269,50.79147732166172,good,wheat,8.01779880999334,maturity,7.234668053236561
+19.97324449487596,47.68750104045056,15.246307833416433,3.81518594494098,moderate,clay,30.498302409917155,53.8504760301928,good,maize,10.14669195340744,reproductive,12.610866143811938
+30.042165215511627,78.11677654450652,4.170120962804313,9.057655782175484,moderate,sandy,29.53470911356047,31.94708337758964,good,rice,5.041970471986929,reproductive,8.698374345186314
+16.517076723767058,71.8028160211817,11.83129725208489,6.2609810653394025,low,loamy,27.6972784868738,45.81759366735498,poor,wheat,18.98269361164637,vegetative,20.205212906701146
+25.333561496779808,86.240373787482,13.995878842496332,6.75454648917788,moderate,clay,40.818944487163726,59.913761849244345,good,wheat,13.879704878053458,vegetative,16.085983030567082
+28.665373491591776,39.92649840113266,13.079446514215327,9.92087131002546,low,loamy,48.56256169296503,31.62656192776684,moderate,wheat,6.284212006739079,reproductive,9.18652018461102
+25.901174352964475,68.95135707818959,14.128172805510012,9.880125426181124,moderate,sandy,42.30134746499217,52.33899149065832,moderate,wheat,16.420064864518732,seedling,22.565810387708087
+33.71680438127477,44.65436808529056,14.13399178057526,6.690487879999498,moderate,sandy,44.16779180842508,13.96415065329346,moderate,maize,7.528285488407331,seedling,13.522240461622513
+35.698123863632816,84.21497911809851,19.296118396978567,2.271658096139729,moderate,sandy,26.77562173576134,37.19313457057976,good,maize,13.136507137703122,reproductive,17.522951033625315
+34.28107685082945,35.96996485539694,6.929977790406392,5.169180304358747,moderate,loamy,36.07741716232138,26.661990948521787,good,maize,18.545111785669555,vegetative,22.19199513196764
+15.970323695295052,69.36970838669262,17.57180848751679,9.498346240407113,low,loamy,23.70039496599769,36.154519957610574,moderate,maize,16.00963886169802,reproductive,15.707074194606989
+19.853219261149302,77.4651432916818,0.4361412503021356,4.306452739008074,high,loamy,21.212876497126583,15.703719496479238,poor,rice,5.074454305323387,maturity,4.314966371476316
+28.41518773159436,51.29507042188243,5.764059266465664,9.994149481570528,moderate,loamy,45.2876629371434,28.38409669382385,moderate,wheat,12.27873837718404,vegetative,16.57871509365393
+38.37055101109503,87.24828476302855,0.9731156399826312,2.67454021485242,moderate,sandy,45.73450659069808,13.826486853848175,moderate,maize,15.030424051846769,vegetative,22.295115895302423
+35.87391937630292,81.04384107516223,13.024079199116803,6.544913448041497,high,sandy,35.69990865312768,32.65465687285719,moderate,maize,6.434324018766773,vegetative,10.318113292495154
+36.06336270879504,47.67709798109421,2.015807414632391,6.123594881397554,high,sandy,42.70289853212567,32.08974430720775,moderate,rice,4.709224330056415,reproductive,8.453880443391208
+22.580204843991872,30.45246556295992,16.914137273040925,4.0428233069416,low,clay,21.21636807195233,26.485507041566876,good,maize,5.516409549626823,maturity,6.576681269476477
+25.736197426967564,47.79943056708365,12.931833675805196,9.5888570451608,moderate,loamy,24.51922834517704,57.415602681781046,moderate,rice,19.37465705219253,vegetative,24.94219361788048
+26.76764868289844,46.87862822824455,0.5763080210721139,6.953369679978482,moderate,loamy,41.94573314145648,14.146677868021104,moderate,wheat,17.365844892799256,vegetative,21.36649699114093
+18.93428958374776,83.39787645005454,14.29554730869246,3.841826267557409,low,clay,22.91226261217824,51.243932367090856,moderate,wheat,17.584987363931212,reproductive,18.499480383597508
+15.776703256111407,88.02727069528486,17.240698945139222,5.07238558270669,low,loamy,6.798542864412886,27.74635687937894,good,maize,7.186031638051135,reproductive,6.100697632777606
+38.67257248651292,34.22639915821562,13.22242015324299,7.769835415056501,moderate,loamy,20.898425711725388,19.965685927979116,moderate,maize,12.490048664395887,reproductive,16.322224948972025
+21.01781464158767,58.277689711999,0.6104843187006437,4.381573701570509,moderate,loamy,22.92036368660515,23.62794507909414,moderate,maize,11.288711402417295,reproductive,12.319591930226109
+20.998722593090783,62.89991991178775,17.15839096920813,9.036849616489448,high,sandy,11.958629015279367,55.09469084419204,moderate,maize,17.183205103456956,seedling,20.21536891179549
+17.084476344218988,35.5746996797822,14.6492782586807,3.325391183660993,low,loamy,20.48559282232162,51.24493103366648,moderate,rice,10.169643626635274,vegetative,11.22150404212456
+38.21269379859447,52.64986254825135,7.569026249679684,4.116040718918789,high,loamy,47.04899067500602,10.787882181384097,poor,rice,12.144183239499723,reproductive,13.987682244338338
+29.493427873494294,49.02494504357704,6.572605166310053,3.1591889069288,high,loamy,43.6339896755726,17.366472317035715,moderate,rice,12.878489017854251,seedling,12.894355090810206
+31.675921428133847,62.16338125962524,9.596403628148805,2.8334307100759863,moderate,sandy,25.066578245202717,43.75135703161668,good,rice,9.312969067341434,vegetative,15.23640910425002
+37.78942218157631,69.67145398391628,17.342035018757418,4.402523387711415,low,clay,36.94503064503732,25.870700674550427,good,maize,3.5769349779499784,vegetative,5.555174821837475
+23.640504222519738,72.209106629794,5.041187037391151,9.993429970683524,moderate,clay,11.833248285584842,55.95705545074736,moderate,wheat,11.418995398210772,vegetative,15.0301521545562
+30.5376827784521,38.20530141680325,2.0192762248240226,2.754635306093345,moderate,sandy,38.86478866911729,49.32508329337088,moderate,maize,11.385550312197338,seedling,17.581898659192014
+15.969986368222187,78.77686211667728,17.292727459221,3.7040175347783055,moderate,clay,26.410314648398444,53.75193822926269,moderate,maize,3.694447040552214,vegetative,7.633544621598912
+19.669313205778234,70.71252178744554,0.5257969776144589,4.1729343926240166,moderate,sandy,37.515569541390455,19.64352294491784,good,maize,11.266820300454231,vegetative,16.03780074551867
+35.781145127248564,83.34449500480318,18.21994044488129,6.953037475777631,high,clay,33.981046472443595,17.535260840040962,poor,maize,11.68943730750476,seedling,12.758113710719266
+34.169208908458394,56.96016356612604,6.114903886028014,7.96276557126282,low,sandy,15.474407357728548,56.59649702927362,moderate,wheat,5.285877209525112,vegetative,13.752552186733084
+23.766067286428672,83.63338576333149,10.164454033765352,8.015469398832366,moderate,loamy,42.56112072749422,30.20970195198281,moderate,rice,5.447937198738881,seedling,6.23120025269822
+24.42026569435531,81.94644734136452,2.645910495044561,2.0690878555106496,high,sandy,30.747948058255652,30.7858354552451,poor,rice,18.9209915507569,vegetative,24.832830967029786
+28.338860838839487,56.30455994155618,18.045099387533703,7.214803670395722,moderate,clay,40.28888356311883,44.22853172608076,good,rice,6.236504996090488,vegetative,7.650181384704078
+15.006025117128363,52.86859891757872,14.996724467688091,7.045895034936824,low,sandy,9.229385548401387,29.872555772898565,poor,rice,8.306050961747074,vegetative,15.08982561158422
+21.031108400950696,85.96872089821541,18.483111732160683,6.141237455119017,low,sandy,32.69076526919811,53.75956744211496,moderate,wheat,8.060433674434337,vegetative,13.171811841252667
+20.205795215205363,72.90988407230626,13.66458102236325,5.033668491230073,moderate,loamy,18.13478087844568,57.95374419113647,good,wheat,14.178824235292671,seedling,12.58407758920868
+21.262073668744087,85.69472078628453,3.6938755348465215,8.379553579689839,moderate,sandy,43.74029154065927,26.625949549368467,good,rice,13.9133836748949,reproductive,15.843624080516683
+35.14764606333603,77.81848673374878,6.165340059724986,4.751046363466818,low,loamy,47.72776847573541,20.402883614964225,moderate,maize,18.51630394626491,seedling,21.84781162447368
+21.99184641366108,66.55784635748486,9.736971502069467,3.84009817685281,low,sandy,7.512243602432811,13.765281071783216,moderate,maize,9.847289485557551,reproductive,13.338724618635354
+19.788033051253706,36.95116662022587,12.145164107204138,4.480761396540903,moderate,clay,37.592730340696505,20.71813931091401,moderate,rice,16.2612075122412,vegetative,20.7305521078026
+27.60658651982579,47.48884035474591,18.529188746725477,5.517183336985327,low,loamy,9.634001732647114,16.97227120193906,poor,rice,9.41621268820516,vegetative,13.735942357037594
+36.6411259093183,88.1305444259035,7.679029315782779,3.712459104021917,high,loamy,43.5878314874657,11.456016683496324,good,rice,7.080760016075027,reproductive,5.205747552555624
+21.033742595937497,49.16532592285227,14.06144043814292,6.860569969643892,moderate,clay,10.603594948402709,12.332880557220058,moderate,wheat,18.151712619986743,reproductive,19.51212460119833
+16.963406069819968,35.59529218712225,19.22017697821644,9.073673620095166,moderate,loamy,13.77530926471538,35.468186797355706,moderate,maize,11.222252584094743,reproductive,13.339095808146636
+23.910118396241614,72.4532013551592,3.04748126830906,6.7636809932966,low,loamy,16.322907299182226,45.38969144481289,poor,wheat,9.638686108669669,vegetative,14.596562715516448
+33.69129561412444,74.04025527262105,17.254191775590964,5.57334645981905,high,sandy,37.75247089517368,59.16290623660523,good,wheat,18.3957151542519,vegetative,23.260673787684052
+28.767263617369863,47.12746321722905,8.414121407863973,8.374950129799231,low,loamy,18.164050522624837,17.78402273285702,good,rice,18.969933184952104,vegetative,22.83316529835108
+35.419834239358686,47.86031876077823,14.648435518586735,7.98430898299623,low,loamy,31.82381867388671,44.91149104478307,moderate,wheat,10.674286282490918,vegetative,15.748472148291334
+38.98980369023085,58.13357913052703,5.870766774741673,4.936464972245569,low,sandy,30.737420023314648,37.69984607386216,poor,rice,3.3345313130891183,vegetative,11.229359690916793
+34.81656191879043,31.307336985735333,6.679684365320031,6.833227765322895,low,loamy,23.101772883989707,33.9062722289415,good,maize,3.5518587783310296,reproductive,5.015211760810748
+30.095076971093835,77.35938062166981,0.5426644973613226,7.838742882543929,moderate,sandy,29.277030408107592,46.0920224084537,moderate,rice,13.353567972082272,maturity,20.016224201775493
+27.333539701309512,49.02532723644754,19.42808306333919,3.963706064155528,moderate,clay,10.318631619277864,21.93276507970526,poor,rice,17.48434866021201,vegetative,20.876696975261805
+16.001727158706668,81.22578612011866,16.26905150461569,4.930191032673519,low,clay,44.42784132779958,25.56458732347873,poor,wheat,17.879045650968166,reproductive,18.71876843440201
+39.60804947035104,78.15782529600202,1.8783591585244095,2.846208564399764,moderate,loamy,14.318448787297624,29.23056071357717,poor,rice,18.31951576267639,reproductive,21.888955212882685
+24.587028064376064,69.68412198712699,19.99017591327549,9.901442226454666,moderate,loamy,44.61019802661161,19.11981000915152,poor,wheat,16.72775638868615,vegetative,20.259384161465483
+18.80570534792167,49.49249202595732,12.10049194405883,2.687021203385086,high,sandy,28.34318477547461,33.931072900712024,poor,maize,17.8282437314492,reproductive,21.531343353737228
+31.66772138491142,60.9789936996702,17.074572759287662,3.34884900098862,low,clay,32.62711630104677,16.59332871211366,good,maize,17.307942354642698,seedling,18.73470551723061
+22.10720722738648,56.68975545587754,1.3332152655573792,5.838655597313118,low,sandy,16.578366269404704,25.907158021002346,moderate,maize,17.283166443363843,reproductive,22.130248374285085
+29.64445677327619,50.33291317492045,7.7890235698384735,8.922174668356314,low,sandy,15.00482583766754,15.658114438763285,moderate,wheat,8.56695819459879,vegetative,16.23580967845361
+29.66919769611478,80.88817735819069,13.393022446072198,4.847056183583676,moderate,loamy,27.08163355686205,11.794148439988824,good,wheat,9.692906282316136,maturity,11.49233693264196
+26.14324552257173,59.01042447465992,2.1286743739940306,8.148769180250767,moderate,loamy,17.031172690168994,27.760498156646836,moderate,rice,8.389915788501671,reproductive,10.021383607947282
+35.902965388626065,79.96338586782879,9.778056773080014,7.408272586529889,moderate,clay,24.04125643630533,40.87752185017942,good,maize,5.627719993312945,reproductive,6.249420608986793
+21.62417653888608,36.31310844850945,8.853557490882832,7.109312617277431,low,sandy,24.809897539636715,17.59450524231754,good,wheat,8.645049644034302,maturity,12.414110526809056
+26.215814790443357,38.46148731602014,4.320804489471595,8.76013800773472,moderate,clay,17.19127960840767,59.67286023469427,moderate,rice,18.425831129087957,reproductive,21.26739431102329
+28.442303214774288,88.6392183067786,6.005396717036044,2.113362317029005,moderate,sandy,18.12784927131226,23.717416799153536,good,wheat,19.50836862320016,vegetative,25.0
+31.59061801918249,65.26610775636539,19.342367089899646,9.433224308483132,moderate,loamy,48.780923472314846,11.134738762883252,moderate,rice,5.558186636905791,reproductive,5.7386213349763455
+34.59929626263974,60.58618040994294,5.77296972019872,8.633809442690346,low,sandy,31.43548622945373,11.401717098694954,moderate,maize,14.254368946746238,maturity,20.091955730033124
+24.8701820719564,61.38936378864671,4.268522679368221,9.502937757214616,moderate,clay,42.43435790081566,43.32843135540536,poor,rice,19.43826462950576,maturity,21.380084672380487
+31.1511736024149,42.91612644197159,10.724183421366668,8.348703070853496,moderate,clay,7.058402815987174,43.493518247417065,moderate,wheat,6.513409454782978,vegetative,11.895417731353795
+18.765273826712978,73.12223697011838,13.419160681405955,9.02873125963418,moderate,loamy,5.086607811659837,55.13514250278925,moderate,rice,17.280740306706775,vegetative,19.342709919146785
+38.31620251356196,35.08683742378526,14.501862221391296,3.624624385595833,high,sandy,28.35960733862427,14.54206459169555,poor,rice,8.040202336875902,reproductive,13.135753965588576
+24.57647016052509,64.39942278618139,15.084943689938324,4.553832535016404,moderate,sandy,42.20623869067246,28.818429758115546,poor,rice,9.975680566170231,maturity,14.173476448703056
+33.23803554941096,64.24612779515408,0.7366498302950619,4.521768107765848,low,loamy,32.49134766859415,54.46365448568599,good,wheat,18.57626706859909,seedling,19.689146723752803
+15.50852704705444,84.85130544801066,7.875208007591265,2.873333967024454,low,clay,32.8473358847338,49.88386491755716,moderate,wheat,3.987880030235114,reproductive,6.083885013440233
+20.129678572620172,61.57096860629162,15.479161595661804,7.836634042276726,high,loamy,11.271128769423834,21.67248700715951,good,wheat,10.625021145869493,vegetative,10.730253255864358
+27.177063608089448,38.22376175845077,18.097042036002588,3.089367141496582,moderate,loamy,49.035536539701525,54.49836485366711,good,maize,11.597148070710237,reproductive,12.631026668648875
+36.95631169330866,64.36519555488975,12.044002466655666,2.420073328632485,moderate,clay,28.836528144032883,44.04082547295375,moderate,rice,18.316049116228346,reproductive,21.94503016009641
+28.181378748766928,35.47965866191994,1.0461370701937134,8.20357496044051,moderate,sandy,9.617082042801794,23.215852000897183,good,rice,12.754281973261484,vegetative,19.42309821084798
+38.24676205734698,42.2276301179953,7.932916117102624,9.237305357855432,low,sandy,23.63887826412132,12.241219166528175,moderate,rice,19.066441848397265,maturity,22.74211770020969
+27.094922414569908,31.866515051244967,1.484542317369093,8.112986783721066,high,loamy,8.238703131932192,34.87216034442446,good,wheat,8.403939191376981,vegetative,10.161744208509273
+27.261227418398747,60.7976149475699,14.97075725369169,8.60281770265581,low,loamy,23.816311973128897,45.65388075971979,moderate,rice,11.392085829851306,vegetative,16.77044468378675
+17.993669712513295,35.071956917614344,1.2701093856333046,6.76497342264617,moderate,loamy,37.02028080825563,23.43220896755169,good,rice,3.3861386957325674,reproductive,3.4621517498913814
+35.06640610380549,58.16366271187974,3.714621334703545,9.101970703318024,moderate,clay,19.558677581011267,18.436800634136844,good,rice,19.809322426220064,vegetative,21.424743510191984
+21.17413531167656,85.97670211944865,8.339168479295484,5.973627858862841,moderate,sandy,19.089601802584585,13.764061471268136,moderate,wheat,6.965824475200503,reproductive,10.514972712540212
+37.49031223430788,73.18568478115992,9.25296734229744,9.90658094789972,moderate,clay,28.145265569388958,52.10123239853439,poor,maize,18.78983074045461,reproductive,20.639169290744142
+37.77060550825991,34.644700453517586,8.129634006300247,2.8273203421555912,moderate,loamy,27.43186761865274,12.736571399997189,moderate,wheat,9.803865536406317,reproductive,13.289157332948704
+38.58275279685374,43.452588732530586,9.26793293212,8.473445653611071,moderate,loamy,26.02142083461661,40.47018839256482,moderate,maize,5.808444925569374,vegetative,11.369630087739564
+28.00576222757725,70.41974519360605,14.264783040403996,7.131115328090202,moderate,clay,28.25799561865168,48.16216102429,good,rice,10.137784831205604,vegetative,13.867299917507689
+31.927344619591107,83.68211166145102,7.38537645911083,6.645168545769561,low,clay,7.158161770465582,49.024093378940194,good,wheat,8.508108539948118,vegetative,12.768830991063544
+34.46289700154159,31.975115205837227,10.955009183012384,7.806484246888971,moderate,loamy,26.342002383519908,42.684995788319725,good,rice,19.180781290409296,seedling,23.34742243390988
+18.27536546626164,78.74706790323563,6.067385150574644,8.72233224639079,moderate,clay,49.640483793184245,42.63979779043044,good,maize,16.109629313307657,vegetative,16.958110000907435
+30.02392987493743,63.708832820298525,7.072549901809653,8.903072534724078,moderate,clay,39.395100499322325,33.7045954455283,moderate,rice,6.526394632378478,seedling,8.895997315016858
+15.857447532582793,62.765479517783554,12.275979180841617,3.40304770355188,moderate,clay,17.940613362704248,30.835342555771124,good,maize,12.18187552795962,vegetative,13.624098484674338
+27.439152084718145,87.46879096520148,9.8098930327404,3.576287438023754,moderate,sandy,35.49712795008425,16.86773926952613,moderate,rice,14.388833961164329,maturity,18.583766478227957
+18.87106704050569,74.85867675580639,14.460725897185622,2.129332076108777,low,sandy,19.84561509419272,36.7676882959914,moderate,wheat,12.848632622883608,seedling,17.266404877878028
+19.57307314905212,81.00713208336671,11.210771761034994,3.054739662338182,moderate,sandy,13.618135513225884,13.55149254650648,poor,maize,18.58387756468917,vegetative,25.0
+24.12618916731504,51.23973417268,16.071481707677457,4.111059942799397,low,sandy,39.809827779052185,33.40985800263586,moderate,wheat,4.920734165972015,vegetative,14.12979060831376
+25.810929167912576,63.26184244970459,8.868164259894332,7.768286580402263,moderate,sandy,14.431385261368202,46.54503793900494,poor,wheat,3.687434295764053,reproductive,9.265998313208565
+30.57931061330468,66.92434064566625,9.820672397336027,5.806140072020081,moderate,sandy,43.63816853392242,32.14314940128795,moderate,rice,13.4028548725036,maturity,17.714987979447404
+16.860710460962892,49.29503642174791,13.399426978018791,8.063228284672139,low,sandy,22.11843270748832,35.414149035706416,moderate,wheat,15.67040702420434,vegetative,20.52894043004232
+27.59229403093612,64.21488749684397,4.424878888240977,5.892286782559125,moderate,sandy,39.05795386325923,52.110294421410536,moderate,wheat,16.7609770541858,vegetative,23.060474566689685
+19.56562825632753,44.19932276878283,7.718590738625217,6.4447796232797465,high,clay,16.681843074100367,42.32911622113959,good,wheat,6.589174360525298,seedling,5.278146692803017
+29.349379375793543,38.60254026409437,12.496824880234156,2.88853269274866,moderate,clay,34.373084492866425,16.379827082115376,moderate,rice,6.232050705928204,maturity,8.855123715614338
+30.93511530652959,52.43821555663996,0.5775253853147277,8.21246627740826,high,loamy,14.563929666232196,37.146855127169744,moderate,rice,17.255781938131364,vegetative,18.53526332158393
+28.917731413821347,74.35737772478622,8.739428672678834,8.06501225759644,high,clay,5.982551434797143,28.22876862393024,moderate,maize,8.738069839983009,seedling,8.018805167924171
+33.45738776195769,84.97122888443326,11.976998726122336,4.460492733444957,moderate,sandy,41.65718745710201,20.341627636668036,moderate,maize,14.214360604328755,vegetative,22.79210728006906
+23.390231106022533,57.46284308989395,19.34751063956396,4.628624622403216,high,clay,43.52732224787151,42.39843402939785,moderate,maize,5.56379041161353,reproductive,6.614333105399672
+34.12766479082828,68.5694212965259,17.540331232353424,3.757451604585084,moderate,loamy,44.62583879271381,29.325166129454374,moderate,wheat,16.616917885933503,vegetative,19.14105248826428
+25.819177042704844,36.182227858506025,5.614839058853162,8.51071740828922,moderate,clay,6.633387739371752,48.36534647659186,moderate,maize,19.33501330065757,vegetative,23.833020532919196
+27.10461245806492,84.26782551313973,10.144202080578497,7.976054415694243,high,sandy,39.24148196807823,39.32503938294509,moderate,rice,19.518044417344136,seedling,23.243142578206303
+31.202553181526785,64.11625281419606,1.128287453201826,6.873181905474022,moderate,loamy,42.61416840311079,15.212830955354718,good,wheat,11.823210249926218,maturity,12.470711321067096
+15.4589595999806,76.82029485750942,4.815088296356143,3.9105768250375794,low,sandy,19.02641586446209,27.517463967441397,moderate,rice,7.068031744311673,vegetative,13.881655449496714
+31.349855535506208,77.66647205528363,15.497117361361802,3.374826660909954,low,loamy,26.17030844990196,23.49214655575975,moderate,wheat,5.397152400680493,seedling,9.52974736375256
+30.46462872680289,45.388831582086354,2.466280245506891,2.402150809396905,moderate,loamy,23.35618173279713,17.49862836499456,good,rice,7.177471888366208,seedling,9.302409078076597
+22.746177918832,61.75046719091097,5.153810496679132,2.364891854228156,moderate,loamy,24.804605253788655,50.010975524722056,poor,rice,13.567760612586188,reproductive,15.653521543465942
+17.144857122487238,87.62878509365865,18.88085003471616,3.497089118466616,low,clay,43.10168848879076,28.926435206335825,moderate,rice,10.409915770792924,vegetative,12.36819819274047
+17.27338624782603,35.37807268924966,16.47711600984916,2.804260258585777,high,sandy,23.804093818281142,40.66294237481817,moderate,rice,11.115872473838248,seedling,15.21377440842786
+38.08059367463072,70.98299388177381,15.63655425297824,6.448861383379544,moderate,loamy,18.6063711410673,54.1006059847072,poor,maize,11.062869296116832,seedling,13.228569710275783
+32.23198303064593,87.73584468211033,17.291149806043137,4.864721022355816,moderate,clay,10.867243463919555,37.15033053417069,poor,wheat,16.488586376482672,vegetative,21.391303544550684
+18.17756534426851,48.034626483241325,14.99211373164708,5.55956625734517,low,clay,35.36776921507038,22.90402763681884,moderate,wheat,17.132911033506605,reproductive,17.853227819616706
+23.91807923272266,81.68687528426088,2.411724322364699,6.752537468697518,low,sandy,8.789177016841723,49.53424008424331,good,maize,3.237194220393207,seedling,5.28642921332208
+29.81207484753991,86.01945272449629,10.331226529704626,7.272813962828109,low,sandy,7.753201558716787,31.78774078685317,good,wheat,18.609761403536663,seedling,23.566671973214117
+35.889292627266215,74.8251725636895,8.88487841604644,7.185613759060624,moderate,clay,35.67106792259433,38.1918269633585,good,wheat,9.603251091778178,vegetative,14.342385604627928
+16.091523217825213,43.879698738417495,6.223031565407602,4.08685269456666,moderate,clay,36.24300270221844,55.10416087743301,good,wheat,7.093879249227754,vegetative,7.683255124216337
+20.91582828675022,50.04004312959563,16.68080819439211,8.477016162368821,moderate,clay,13.958602093752312,34.46375932514707,moderate,rice,19.93228194384115,vegetative,24.01199778645841
+37.2437247573845,32.14855766506384,9.282784047484672,9.341677359353838,low,clay,48.07330877301899,26.734710885300714,moderate,wheat,5.082971073017896,vegetative,10.34268710554852
+15.229138754595413,79.8871940547213,1.2059520271509938,4.527506777785562,high,loamy,40.45163009439366,46.36967897560003,good,maize,8.457847350563657,reproductive,4.508114773039483
+20.034977569847182,80.9766711906648,5.499311674405365,2.136523332528544,low,clay,35.88926191945263,16.67502122258573,good,rice,18.42071117936731,vegetative,19.23171363697445
+38.97560439932415,67.96261859797156,4.572421160588903,9.19323349318804,low,clay,38.94564062055586,55.68621130869391,moderate,rice,11.085741439079571,seedling,13.91753048262203
+30.33504616305428,51.15167107583108,17.74957769622567,9.388389863627808,high,loamy,23.5349143218963,55.77731919592559,moderate,wheat,18.73873325665769,seedling,19.515265473704357
+21.541784165937663,34.608661658395235,12.948762012779998,2.4075715233042683,low,loamy,25.50391167586643,38.97036720541107,moderate,maize,7.105738968858725,vegetative,12.932929936493672
+16.67477735989619,75.18345659489457,11.207525317641505,2.039652734873698,moderate,clay,44.15966954616566,17.714791927321386,moderate,wheat,9.926108350519575,reproductive,11.870007613523155
+15.704783511180556,73.59157161659537,10.1329848335741,8.531238263941937,low,loamy,6.143855743916607,32.60455398333614,moderate,wheat,3.878096481449924,reproductive,4.971644299931048
+21.118626990923183,84.75615130433405,13.002260550829307,4.411706835864853,low,clay,41.10895198931202,31.165251697325527,poor,maize,10.72256301053375,vegetative,13.876605287273446
+37.03714548972276,73.83192126032174,15.097510935542497,9.316657338367907,moderate,sandy,25.14058454613652,24.91568305656501,moderate,rice,3.0084310756442134,reproductive,7.352014623295327
+25.397841357437738,79.7216965346401,11.087694116630198,3.733948586156373,low,loamy,25.87858180256991,18.755006138099223,good,rice,8.386979203467451,seedling,8.01052320402847
+33.008334229149824,74.75727707423997,18.76570830305221,8.889236929012696,low,sandy,19.656483397245683,23.18477828448039,moderate,wheat,15.156928569367224,vegetative,23.85137853806313
+37.95712588449894,67.84123129873899,19.53668341300769,2.5491541578002934,moderate,loamy,32.31824168340532,37.77642492623506,moderate,rice,15.31051161327123,reproductive,19.37887820864066
+25.20101154007041,55.61798365146056,19.90684633217646,4.085094778511789,moderate,clay,35.40530098105587,44.28533808562877,good,rice,10.27238123914038,seedling,9.465666280228412
+19.78193427593493,84.12703851853666,13.387822201772895,9.78503103316513,high,loamy,12.233913868822734,58.97980893713179,good,maize,3.220304797640423,vegetative,2.565842424666593
+27.927948271422988,69.05811431444819,18.652409335117568,3.8495732346502582,high,clay,30.45725946806136,20.787919328456788,good,rice,5.226981384323473,maturity,2.4961463416959955
+37.702092176496365,53.90131931795455,8.089593906159093,3.064103872600329,moderate,sandy,25.92103382122917,20.20081191505233,moderate,wheat,7.115176624537333,reproductive,14.045685846672322
+35.10936035344251,35.00815771091743,17.191847824947708,8.856437219783963,low,loamy,40.18589009954756,15.851667281840644,good,rice,3.279757305059233,reproductive,5.341913897409218
+16.645746084078844,47.44229135426293,18.18348597479362,2.9424063340918325,moderate,loamy,29.53792816217968,56.94967443916247,good,rice,6.689340461071271,vegetative,6.950129312191028
+32.31432000193955,62.62360408980989,18.082809446645516,2.779648868636028,moderate,loamy,24.330794553835283,29.092454797050763,good,rice,11.901229541911189,seedling,13.60994389623971
+29.297438061473844,46.53812220097167,16.61692565816763,4.587401073516286,low,clay,28.801897627488756,56.19903996140923,moderate,wheat,5.13727203516399,reproductive,8.48036110636085
+37.68657940866064,43.274120875074125,8.131983232825009,7.082628052775676,moderate,clay,27.075537764538783,54.47177469316408,moderate,wheat,17.726838917969307,vegetative,23.82463541162846
+18.06203542125743,61.64361084527083,3.178149639614687,7.685970990229565,high,loamy,47.0830034129944,12.198785316117537,poor,rice,4.019671392377612,seedling,2.970641917976833
+28.35090283011641,40.18922075374408,6.679127126888917,9.049910270619163,moderate,sandy,19.03494856438667,23.98855803806608,good,rice,16.189723561697956,reproductive,20.718491172796178
+36.98656733779731,78.02460379950621,15.34577138596186,6.327292207672849,moderate,sandy,6.680702924448733,25.12614488898671,poor,wheat,10.586960135570672,vegetative,19.46802370884663
+25.250594668543577,59.062089080559474,4.657710226599505,5.147342294087803,low,sandy,34.789853938868205,23.86735285158681,good,rice,13.418404891958652,vegetative,16.716749142709585
+27.04987294332168,64.43176643775901,9.565441296519449,4.870670094675721,moderate,loamy,32.17294043747762,31.26679064284819,moderate,rice,11.2188762453326,vegetative,15.918361047753558
+16.761516941673957,38.84299605584091,11.30799035969344,8.775221827819792,low,sandy,45.948618931474186,34.96539265762482,good,maize,10.279313656294375,vegetative,13.197089200545786
+21.95359101122277,49.47458013776205,12.077171248757503,7.790522475861324,high,loamy,10.286447781361945,47.90997125281256,moderate,rice,14.565714121012045,reproductive,13.768899872452971
+23.112666229223684,54.60538099566918,18.71451096757597,9.243432109801114,low,clay,28.51905294072636,23.385144882330035,moderate,wheat,6.861156525595378,vegetative,10.391025103067683
+38.62806121862217,78.49276983099017,13.229860408286353,9.712283645852914,high,sandy,11.784697251385442,24.93733276056737,moderate,rice,11.27507847107529,vegetative,17.93001932392073
+22.066684013528977,76.20957138516916,15.725976321546044,4.40040668867046,moderate,loamy,25.506903637176567,39.93028183136802,poor,maize,16.72523523252584,seedling,18.0786715361746
+26.5217183817413,43.37864848726088,11.637566957832668,6.237392949606716,moderate,clay,40.97163564421628,18.963447929638757,poor,wheat,5.637421290583556,seedling,8.556995160756337
+31.782610589106994,66.97074489642046,16.671606377239264,7.054566458918663,high,clay,43.58246163248965,33.659642653366355,moderate,wheat,4.576421362684725,maturity,4.586726057594046
+19.054584310196937,44.60738146631986,5.273272261395256,3.3107915742116605,low,sandy,42.52371621509855,22.54925498753574,good,wheat,13.261431710591854,reproductive,16.89730378831493
+27.161059678546863,89.29482934141473,4.197553433375784,2.426776271399878,low,clay,29.63321750760285,19.89950509409624,moderate,wheat,19.38085175424113,vegetative,23.69580865760048
+33.46347598689769,87.12743268785223,18.526400975159397,8.942111312922508,high,loamy,33.52820555741492,49.78265381536535,good,maize,10.29659307724648,vegetative,11.505442470169184
+36.67138032567665,63.79588323123723,13.869617527147568,6.2841880860429855,moderate,clay,29.820404196323057,45.356139857191565,good,rice,16.848651020874197,reproductive,18.03229253644133
+30.656481866560668,71.93415431364858,13.430511541164424,6.566193730880314,moderate,clay,30.255610049056667,22.49063071710698,poor,rice,10.993993682665636,vegetative,15.131079131822604
+31.726337882923698,78.08582293251871,9.345904772568998,6.439314763423639,low,sandy,44.83178998352259,30.75867625746784,moderate,rice,6.98910967057543,seedling,12.330654251044104
+18.157086814614225,73.25990520269423,7.53394518587021,8.039685638661524,moderate,loamy,14.417280269107485,17.711203096606923,moderate,maize,11.24614322695572,vegetative,13.586502860326858
+38.64441243115868,71.98972146494525,11.113823889572776,3.164015557456346,low,loamy,24.74446461818202,12.658421936131036,moderate,rice,10.512104746360125,maturity,13.59089875596089
+18.314351937112058,87.51324047697167,2.411326988433342,6.912387526172261,moderate,loamy,32.45282826007896,39.26101017898137,moderate,wheat,7.290349295903448,vegetative,10.54219198015724
+34.36682342954496,65.787366378437,9.094251221662155,5.755836092621041,moderate,sandy,39.440846680700034,28.178191246397084,moderate,wheat,9.003236287102359,reproductive,14.82728450813957
+21.62040804445797,68.17816030914334,9.107354089309618,9.175665276061794,moderate,clay,39.28503755415341,20.362560374523312,good,rice,9.66559892524358,seedling,8.600562666080313
+38.33982859253129,80.95612502629086,10.766730258885303,6.156967503170603,low,sandy,10.276175989172367,15.73030728787629,moderate,wheat,17.60794047360081,vegetative,25.0
+32.99898848423699,70.19345207150441,12.693712287344043,9.543479792593324,moderate,clay,14.985948442200838,44.00139013001517,moderate,maize,8.227197963696497,reproductive,10.893674345375796
+33.84534282445922,73.97595732105135,19.14636731970724,4.826023953439253,moderate,clay,46.01831962146425,23.573000300727344,good,rice,18.72757938888684,seedling,19.441424398993167
+20.476479326497085,44.050121171798544,13.043382541835138,9.735157651119923,moderate,loamy,21.088367995863862,55.369445513760695,poor,rice,3.2293887446671725,seedling,5.042353239771205
+26.075999415879014,52.27601544690425,17.67450303906823,9.001263584734142,moderate,loamy,5.1220688867740645,19.64028248812188,good,wheat,5.182716209170979,seedling,5.258983037719416
+30.44532986473216,38.83808074271358,11.126077229383275,6.6741063178828375,low,loamy,13.990868078599256,22.188755781241056,good,maize,3.4603469417409176,vegetative,6.78998637304288
+34.249340455165026,60.34592654008833,12.538557652549796,4.8296794665521965,high,clay,48.629844394900665,52.586732825963104,moderate,rice,16.050486539308963,reproductive,17.542632304167004
+17.59898439780974,57.34364404081478,1.3967390621913922,5.007386859620479,moderate,clay,18.938685482997062,38.62153628548951,moderate,wheat,5.11738739113038,seedling,5.95321410013579
+39.05913291136321,89.8297688567674,2.6652744576883114,8.182016691666334,moderate,sandy,32.61715469990541,15.418933502720574,poor,maize,12.759330570029135,seedling,19.138478742268173
+37.255516763863895,66.67251916893255,11.593408703950791,6.645050809352356,low,loamy,37.69924550849456,37.47300939535834,moderate,rice,16.224029821359373,reproductive,20.475166133708964
+21.75871476238961,77.1866893916654,7.914257399160585,5.212700683754568,moderate,loamy,34.09622763233625,25.40640267448356,moderate,maize,11.319121086225724,vegetative,14.558706477951494
+35.5690060758083,50.04088024545925,15.976210397310036,7.088439691297315,low,loamy,21.99047840401739,46.84708471561537,good,rice,4.664872931007208,reproductive,6.858692480587487
+27.958098075995583,79.8927198805678,10.86355749748352,7.865867183207555,high,loamy,24.368680191171908,13.889506220347736,good,rice,17.23655278673491,vegetative,17.172325536810963
+26.545162039050467,66.90509798926101,17.645820779026756,2.1832041004677274,moderate,loamy,42.70933906932374,55.89427746977244,poor,rice,6.505780703120767,seedling,8.741803519403096
+22.86085264528513,71.8195398959063,19.446633569245822,2.718902408940081,low,clay,34.82533091380509,33.910127404294315,moderate,wheat,4.605294570172195,seedling,5.834009460770169
+29.524214665789813,47.66584667696726,2.9527037024297,2.755883523256633,low,clay,6.0545872971764965,46.71425813613252,good,wheat,16.048075593960498,vegetative,17.141234977919442
+33.247227942589944,62.91830350173463,7.896555033112531,3.855470442106678,high,loamy,14.155591348481469,45.23307963768851,moderate,rice,3.4743568533022438,vegetative,7.632270294921347
+25.27332262406896,68.04221840481651,13.299620504760616,5.415923513818512,moderate,loamy,17.883407225146684,18.91254245622656,moderate,rice,13.502358973631864,vegetative,16.99116001531032
+30.730479825207304,65.34568054899486,6.109775108006994,8.429199194340436,low,loamy,21.446901570336305,54.00466379797386,good,wheat,10.146499354148787,vegetative,13.545998933583697
+32.48282302888259,84.91162268547399,5.340646754429903,4.808792279996459,high,sandy,30.960217552757403,21.635064709923007,good,rice,10.38480065593238,reproductive,12.047980525598648
+32.778045425382146,83.89635986955321,16.274771212576734,2.139822307044838,low,clay,21.4929768367574,19.52836606835919,moderate,wheat,16.675372751081724,maturity,18.06298360039353
+16.299152453279508,88.25904347261223,19.60756938117486,5.866894823613832,moderate,clay,42.12553623754685,36.0320929164733,poor,wheat,3.7938342298022527,reproductive,5.798773502175649
+36.49369514212667,70.04568036041937,15.476066624949627,9.973028763396975,moderate,clay,26.322601047666907,59.2273340530362,good,maize,15.60801441754971,vegetative,19.72159242639453
+26.4563328691262,88.31484780754107,10.473532456082271,4.7921679652393525,high,loamy,27.598044517351926,25.66972749277442,moderate,rice,14.993260015912934,vegetative,15.895448810917523
+21.56040204240536,79.94868000191454,8.850224638906294,9.690036150138518,moderate,clay,24.23251333159894,58.2225601951048,good,wheat,18.11850888810224,maturity,18.802054361155204
+21.04411268699204,46.24992842039755,10.792954410607296,2.810761049091381,moderate,loamy,18.97098576766309,31.754559981429388,moderate,rice,12.811694228333184,maturity,16.066005871745475
+27.07535282109876,55.64614017307783,9.256794043754716,3.3847972632424383,moderate,clay,37.616005354313046,51.73378774068654,poor,rice,5.721651279536486,seedling,8.16089018113136
+37.17078848672398,44.30354653134059,10.057761135713362,7.792976561165666,moderate,sandy,15.330334399221549,36.49921748676579,moderate,wheat,3.790305165267706,reproductive,11.019090628584443
+24.45868954206617,30.251829649833912,4.069061010584553,6.00969959176565,low,sandy,36.02704164581723,20.26306112334828,poor,rice,10.514250680510516,vegetative,19.002780492052608
+33.743143669588584,41.28292518881452,18.074838986186556,8.120974427727088,moderate,sandy,28.836776732938898,53.999662040560814,moderate,rice,15.243531021199486,seedling,20.421221569652676
+17.420468274680466,30.24363517721254,15.090700030465364,8.90846676023112,moderate,loamy,9.601845555046395,13.59831226789819,moderate,rice,3.719190784056842,maturity,5.757846082298375
+26.901417553776547,73.1903076810294,13.6195484538644,4.008679008488277,moderate,sandy,5.808526094749497,44.13772336076354,poor,rice,7.220188340772368,seedling,10.814139291630472
+39.79215350981839,55.53205786327197,18.998499419489463,7.462633363517935,moderate,clay,12.624962973717658,51.53792309013495,poor,rice,16.10336836972788,seedling,19.447268994290013
+34.26094506980843,48.75448362467149,5.68788663825676,6.860809893070049,moderate,loamy,39.24593985643849,51.601273346375,poor,maize,6.917242182476455,vegetative,11.34847708494392
+20.263212211015325,75.70325346571127,1.6231882178722843,8.892280233537049,moderate,sandy,22.306890302235065,42.76495580393377,moderate,wheat,9.479087753953182,vegetative,15.289830648578926
+27.536036842447768,79.9492064771787,16.522773207106635,5.4408312048790615,moderate,sandy,41.219442931508496,22.54986977682689,good,rice,15.697531889177016,seedling,18.33390727135105
+20.840619091214165,88.5179723189928,19.968339272985094,2.41496344568528,high,clay,27.58576168719071,36.583337384463086,poor,rice,10.317246987701704,maturity,8.6355791286477
+25.23902318156273,68.52081508051447,11.568648760403988,6.593489018180096,moderate,loamy,6.473598274587429,41.476815775819134,moderate,wheat,16.112915919847097,seedling,16.829225018319896
+34.502100593374124,57.6917375124031,1.1761877582536373,9.671026552947662,moderate,loamy,43.07442686610776,54.48471765525934,moderate,rice,7.593834680425232,reproductive,8.809253659552661
+34.280620382260096,48.31585809644615,15.609360803098824,2.1170494360417877,low,loamy,47.13185460349925,17.983401034714745,poor,rice,19.287131209788093,vegetative,23.83424343726752
+20.702509447559628,43.33909255285358,1.474980976916831,3.922063907379637,low,loamy,8.339684103872882,33.24597078343513,poor,rice,4.594751959242858,vegetative,6.818263793675231
+38.05558295387151,42.77555702895607,10.800279725185623,4.52854231971296,moderate,sandy,14.375780065337644,26.656796866360917,moderate,rice,15.774778352365376,vegetative,23.40506961145841
+29.81420456912067,54.55136248318793,5.550649484210542,8.126711103127803,low,clay,37.19988141189947,31.385618979455963,moderate,maize,4.261178301449117,seedling,5.744297453630183
+24.49810727405036,89.50718131727578,18.30053561184791,4.586215379745295,high,loamy,49.87289941526249,19.152466456483296,good,wheat,17.367040858028865,vegetative,15.973492948849362
+27.548389519521518,30.0512218462442,9.0266242651897,3.9126709055705113,high,loamy,44.43366757176202,20.871544272786075,moderate,wheat,5.320515024197455,seedling,6.080333014549249
+30.12678133594359,41.83235383386005,17.969266969571066,7.188464115736329,moderate,loamy,9.452653744738743,48.49244692565647,poor,wheat,12.969941334571004,reproductive,15.64839497255374
+28.997263296144634,41.30357894421443,5.981621705091351,2.371242311687997,moderate,clay,32.32566924259614,33.918816678530675,moderate,rice,8.670635130404698,vegetative,13.401398979784643
+27.16012588840445,73.02716913193754,7.747251676427025,3.364774879669976,moderate,sandy,34.934166568180586,35.70736048637897,good,wheat,13.280370472214042,vegetative,18.810554236808336
+27.623320102235,51.14908365588371,18.94238376494161,5.26424182935555,moderate,sandy,33.38744395643425,54.87390535082213,poor,wheat,3.812954923583672,seedling,9.688537167678328
+19.410297760697155,57.43564827550924,4.026289018632707,4.844799698720249,moderate,sandy,30.56271190752748,21.99898118132986,moderate,wheat,17.982927782032966,vegetative,24.12097586628032
+35.318322607616984,38.9174478281943,11.570023033022904,4.777326553466906,low,sandy,18.149175434377128,26.46357772794193,poor,rice,15.141546724477916,reproductive,22.85826270279175
+28.544007998525384,54.29982233261686,7.770206571202227,2.868440104957294,high,loamy,35.082777517975,25.43081867848437,poor,wheat,8.876439841740158,seedling,7.831341845560307
+18.276996542617574,36.19198871435016,15.483337701374548,4.886720155598373,moderate,sandy,37.7803069682692,42.96190712795139,moderate,wheat,10.999096960133157,reproductive,13.977654966361529
+34.15392753956945,61.98259727331499,2.585927423427148,8.383942175931221,low,clay,30.909479029514745,38.12253592435442,good,rice,13.645570822880432,vegetative,14.817081645167598
+38.31109945943377,35.87630192297136,8.74429938009337,5.310753614379162,moderate,loamy,27.37199869181478,33.57723111942346,good,rice,13.502685354583056,vegetative,15.605356575660265
+38.682672480924055,77.43050287038938,13.978652536905262,6.68936947852548,moderate,clay,14.856374682668516,43.39921692823714,poor,wheat,13.875510096710638,seedling,16.509288460252147
+24.22544331027932,63.99610305242937,8.140324700123196,3.30863527453854,low,sandy,29.512581484955493,34.19593217352522,poor,rice,5.633781291964871,reproductive,10.156387578649342
+18.38792183901885,73.43807242641101,1.170634785507534,2.5576909077486087,low,loamy,10.771270994109496,50.79786781783668,moderate,wheat,16.484066439063497,vegetative,20.54526489788969
+27.95999066582663,55.11098319916103,14.102245226706875,9.039648335452483,low,loamy,8.272219616949993,30.51215635841648,poor,maize,10.81534820159002,vegetative,14.763116982360314
+17.815230733730516,52.88947759453364,10.06396655369966,4.650980769167671,high,sandy,40.0033038060993,54.53038049936557,moderate,wheat,16.603973773884462,reproductive,20.39565400908895
+38.34968546281543,35.89253334293181,0.2261737336020108,4.8026978645450615,low,loamy,35.43226845314084,15.981501678032158,good,wheat,18.784526541281146,vegetative,23.01504528082548
+19.58949068387865,61.43133642256936,12.25311790456746,9.021502795830868,moderate,sandy,34.20644945082654,14.697404087490463,moderate,rice,4.7556195012699,vegetative,11.620111073875114
+21.3191464987791,60.87012989142552,18.39762045057573,7.662170791269951,low,loamy,46.76574760649403,42.785075780711225,good,wheat,9.052671642603627,maturity,9.960331158714093
+25.165913172124263,58.08612266697632,2.22051896423378,8.050101687900902,moderate,sandy,22.134772232198557,29.48529342673821,good,maize,12.026470489647345,vegetative,17.074676171434994
+24.579111713978143,74.43110188094695,11.81342470018338,7.456027873341301,moderate,clay,22.98794096784851,32.785717860535954,moderate,rice,5.293520215808734,vegetative,10.6851347178965
+34.86657230994723,79.95026400194126,14.573377635252609,2.846337958332291,high,clay,23.618610705796048,44.80093220472003,good,maize,7.40554172032359,reproductive,6.99057594768801
+26.40792051377406,75.04738049691048,1.415473402806109,9.663966568449824,moderate,loamy,25.93773908044337,20.726969153543752,poor,wheat,3.836212015059479,seedling,7.391498214424101
+19.26920650008342,38.63194456841063,0.4523091632837261,9.27309029702342,moderate,loamy,28.07793451427151,12.196398838288427,moderate,rice,14.58278618716654,vegetative,19.15676560974928
+21.68024738715185,67.32357055692648,9.283917332898945,3.889761014651636,moderate,loamy,40.01078444405756,31.944460300829967,good,maize,11.438667950108329,reproductive,11.996978002140768
+27.72783462968805,34.819386341372,15.823733744687276,8.43195352915073,moderate,sandy,14.796648961640855,54.736267274451706,poor,wheat,3.5315232670293826,maturity,8.599182290357106
+18.686347935653373,71.67733724642859,3.2143882019865666,5.27517145197856,low,loamy,24.533799738326277,32.536893918206886,poor,maize,8.162019660956947,reproductive,9.232889139417606
+30.291391891150354,52.9103457936676,16.73274544429846,7.470135742915864,moderate,sandy,27.730731509445896,38.59821701996107,moderate,wheat,9.938231652395316,vegetative,17.780460873297926
+29.143682663778648,37.9499373759772,13.131545108471922,3.324823998505872,low,clay,12.610295307432466,20.41840411045345,good,rice,8.823707596395584,vegetative,10.717918742484672
+32.86755790955644,81.72305141856768,6.6434657557697125,6.308434005251367,high,clay,36.58742245817953,33.20369686357651,good,wheat,3.3103833287893,vegetative,2.032333755535804
+38.44261538448419,66.84050034233624,10.31651596984899,3.0129303964792484,moderate,sandy,7.532183368011256,34.032728136666265,moderate,wheat,7.8911796128670515,vegetative,15.670599974300664
+37.80636402752889,51.28349807685165,19.31149959453477,6.289337322864927,moderate,sandy,31.366062427144147,21.75706108756002,good,rice,4.37956059438063,maturity,8.816133243908189
+38.65189045172079,31.84363077902997,4.328739412646776,3.9487516484577023,moderate,loamy,14.09639721007333,18.189833372712226,good,wheat,3.098430515215774,reproductive,5.663196523547227
+21.11788992559252,62.23861554021663,9.990707954880804,5.619732230150517,moderate,sandy,5.381071736040656,27.512888400722893,moderate,wheat,9.004813661700657,vegetative,16.843324837969885
+18.289132665983864,85.39355270917396,12.489731122152412,7.343754937395446,moderate,clay,19.20972344531113,11.943272496107456,moderate,rice,9.570032765568016,seedling,10.53130900930939
+22.55691751241121,65.78278996214195,2.760292109513325,9.01659665328495,moderate,loamy,24.311330623103142,18.32258923084717,moderate,maize,18.54607603427936,reproductive,18.94818988277905
+37.377129319157866,88.29903627716959,0.8704417724661928,3.3223120246822244,low,sandy,41.778553079687306,46.56767445773482,poor,wheat,5.181039079995738,reproductive,11.044385274365908
+39.3013368655872,38.18706709622751,0.2691990586294257,9.146152923341583,low,sandy,23.35305444356766,42.45669244668383,moderate,wheat,14.906944854988,reproductive,21.61609088909212
+36.4831237767619,64.09830627569022,6.493857132000325,5.120301183418321,low,clay,46.19460052263047,25.639040809509208,good,rice,7.480533680780706,vegetative,10.76430090095296
+17.75044302818859,77.88750288038577,1.4789458896973071,8.750372548847047,low,sandy,42.9142460077591,37.55809842539646,moderate,maize,11.458696388267622,reproductive,14.542232962909791
+38.685699951494826,61.53244386754297,16.07539905082229,6.100383347342104,high,loamy,13.67319220276183,51.46924774491983,good,wheat,10.322828873959338,reproductive,12.053916137912909
+25.58395068376965,35.46398135924836,19.94639054323492,8.89766857410352,moderate,loamy,12.007279091236956,51.95723503872051,moderate,rice,11.228374621616243,seedling,14.223283231440416
+15.232757269058842,64.97316009283307,1.2260764346892803,7.302592540161597,low,clay,15.972891145007804,42.71884539747929,moderate,maize,15.964331623476138,reproductive,17.46654972666579
+26.05984351870484,66.7042743505483,8.654525518668791,6.069729124934146,low,sandy,21.185685196608528,16.2026693664502,moderate,wheat,3.313736317900496,vegetative,8.453487159970852
+16.15172924188669,73.72255490852115,0.5146424596514954,4.50030906400263,moderate,clay,31.25662558414827,18.14501173500954,moderate,rice,8.595923254166536,vegetative,10.250588927064396
+28.59694802902794,75.67269090992843,2.6798178151452645,9.751272700949244,moderate,sandy,10.583667579207852,24.583660081137733,moderate,maize,8.784889814098397,seedling,12.355143700050068
+23.46385068592628,76.24636129263644,6.458451218213481,8.407181261331342,moderate,clay,28.941857787236795,43.53573695220778,moderate,maize,4.610638816959629,vegetative,7.904741780024223
+26.83587333985122,69.80666361833796,7.873964261152997,5.049497481378091,moderate,sandy,31.13479546295601,22.900193479949017,moderate,rice,3.181648801446594,reproductive,9.341751547940651
+30.329259018577925,42.94867118511949,18.7956589285728,3.3337887444723684,high,loamy,34.740060915948604,33.22162418936831,moderate,wheat,15.223241277453308,vegetative,17.628987861419578
+36.72002739544551,54.25414535036876,7.916736175137917,8.236283348746351,low,sandy,29.754142266834947,51.27628200834027,good,rice,18.00643976953068,maturity,22.310854552852923
+31.547539411798216,76.56779835686392,9.925553181148045,9.91955430248736,moderate,clay,42.132725170131934,54.58868749808694,moderate,rice,8.28625389977872,reproductive,9.013879018696556
+25.85122171195452,87.2056190040488,4.911667365477328,4.2317996303397765,high,sandy,33.87156985619828,51.92726826002519,good,rice,14.101457774952154,reproductive,15.616082881361235
+35.48569634175912,34.73681789019732,0.0025027751315098,9.326904578679963,low,clay,46.60481966296802,15.821934212992751,moderate,rice,19.917426905506662,vegetative,24.63011337773803
+37.63955343932831,62.13220066783169,17.986689134662704,3.002965644703361,moderate,sandy,36.54158449743104,55.53770575768656,moderate,wheat,5.7920741443574775,vegetative,15.03491120866896
+17.99399916080493,48.75133627945839,1.6342951407260964,9.617650034014831,low,loamy,24.624959758329176,44.20693596864897,moderate,maize,7.703269663434527,vegetative,10.225465984845515
+28.298324438819787,43.52363365900979,19.28497682072458,7.962711299544507,moderate,clay,14.435806047326874,40.93932991733758,good,rice,16.906982723662047,reproductive,17.61776130174378
+22.112798993561103,60.348641011182906,2.616882082005205,4.772769834109628,low,sandy,5.473431875424064,22.37725511945552,poor,rice,3.0556711276779778,reproductive,7.070792512710429
+16.176529946923687,66.3653604333922,12.097569615008805,4.437054578369871,high,clay,9.068127691068606,56.41139345797183,moderate,rice,13.075551578651334,reproductive,11.671232673291035
+31.713667377849635,30.58633388516888,19.98821175713274,7.14748283151481,high,sandy,13.535408346434956,10.86805332035174,poor,wheat,11.126428836137752,vegetative,17.695247269883463
+36.56926943648064,76.81239433207145,2.769291921393517,6.7480571220696,high,clay,14.739860857727072,14.109300672953124,good,wheat,15.252257687861366,vegetative,15.455085874808676
+19.07256636193485,79.19292787556685,8.478861698796486,9.351493611949492,moderate,sandy,38.39198366077073,17.683728850368567,moderate,rice,11.992442486870331,reproductive,15.91715205550565
+35.31034144059751,87.93064947407598,15.60847337942953,8.129945073673714,high,clay,22.3725109131128,44.70722163930115,poor,rice,11.774833321120369,seedling,12.37967983096852
+36.33489333842354,40.8386239934817,0.6438029969993653,6.322918980591415,moderate,clay,19.604276702016364,41.14286424645756,poor,rice,15.07566669040265,vegetative,20.91602235563696
+37.85851106666209,65.67315374165688,13.79565502280089,9.420526734717235,moderate,loamy,7.356539920861751,57.23388988339694,good,wheat,12.349655610089826,vegetative,15.593540909195235
+21.63212722715131,55.59752240858367,1.6074667578159896,6.74184505066575,low,clay,29.2397245845232,27.449085878669653,good,wheat,19.764623139342252,reproductive,20.91223861556416
+37.59882662974724,50.08967109332104,4.730402845464528,8.79747868528542,moderate,loamy,32.580899660326295,27.38083703793873,moderate,wheat,14.865704060968165,reproductive,16.103190939301754
+23.016568868410808,63.93800708625028,3.2015232498672086,8.72754121678285,moderate,loamy,44.503583720240826,43.47670041301406,poor,maize,16.71650404631318,seedling,18.83929077686722
+28.808450336387573,76.94298559341301,18.146728632938725,9.35355887159629,low,loamy,27.62789255853164,18.7078606582778,moderate,wheat,10.183150072925304,vegetative,14.273904075124406
+16.262686770807054,31.383167006712608,3.609134335633617,2.5408162502328366,moderate,sandy,5.347407258186055,33.20213197294734,good,wheat,19.286413953795435,reproductive,23.06610524075717
+16.09702720921859,88.16400675397121,0.808681910303144,6.670557343574222,high,loamy,7.937544099104138,10.771662452342047,moderate,wheat,10.62349333540247,seedling,8.31821587523282
+33.009330318305075,78.59289514234266,11.752513568955242,5.747140729368393,moderate,clay,17.195240254462604,39.60197536359544,good,rice,8.884176844945456,vegetative,13.590745187158138
+26.11199944944477,75.06922221873471,6.923618508194041,5.92433906771738,moderate,clay,11.263351261497526,49.19951971563996,good,maize,18.96866878565376,reproductive,20.69342783480482
+21.40730938423044,75.6232429308302,8.114124412827328,5.679284828961623,high,loamy,39.67643341127736,20.187716492663466,moderate,rice,9.41013638117308,vegetative,10.330438327661366
+19.76033740062276,53.34364257711916,2.3812548972509395,8.699733515378728,low,sandy,9.853564150530934,25.35853310406057,moderate,maize,9.215303189202713,maturity,14.084889933197264
+31.74883727148045,75.09723305068883,14.964689828663891,4.547463179335511,high,clay,12.235256723226334,16.591966043927663,moderate,maize,12.458294445914628,vegetative,13.783020650095644
+15.010038600633496,53.20621251617746,12.03107299287036,5.702008653038227,moderate,clay,35.00543136553468,40.78372555443282,moderate,maize,17.440585034813736,reproductive,19.02775128628129
+35.14727922992135,83.92240977448759,7.2843408949656,3.605460343208685,moderate,sandy,15.783276582274976,38.20102647438853,good,rice,8.611901740193234,vegetative,13.95193972418088
+16.98124015324822,40.63334299838818,3.43149887526272,4.013732927397878,low,loamy,48.608644593591066,51.31980876909321,moderate,rice,17.10157461906386,reproductive,18.70210700760668
+19.787240372702986,47.54084545290909,11.869034783411209,7.283360666751,low,clay,43.84344640421756,58.51718529869391,moderate,maize,5.770522403935622,vegetative,8.272569222717726
+24.65590988247724,63.08025256194456,15.571945590147546,2.935487506005296,moderate,loamy,38.50430772912357,59.18217918706086,poor,maize,5.933918626816872,maturity,8.94690539546618
+27.12146849290259,49.15266215323635,6.247945677343898,3.5025744879574185,moderate,loamy,20.44114107425508,15.358388285592358,poor,maize,10.665860939855456,vegetative,15.456945417059517
+23.874877895348547,55.4542347177164,0.517207670771942,6.2242764765705125,moderate,loamy,7.555098843603109,37.656825551095416,poor,wheat,7.476186409287262,reproductive,11.29591043603535
+23.017804124607345,59.54536136391568,4.28687969505968,2.350184223704108,moderate,loamy,20.138043122848455,49.482736462840826,moderate,maize,11.234312470962715,vegetative,15.11617310754387
+39.09790030182971,81.38120092881053,13.647956377856584,3.0154159953631323,moderate,sandy,21.95284370656201,42.94915402633949,poor,rice,3.2120559051021607,vegetative,9.78181136973628
+31.03949203108485,61.39153521652157,19.78192754913845,8.90682351173399,moderate,clay,10.73447649063233,54.849336126947605,moderate,maize,7.704365940138678,reproductive,10.47593196705031
+15.585823884184704,51.747590916873634,0.2675247881755305,8.769174126359966,high,clay,10.428836194660702,32.08595939464397,moderate,rice,19.10821131316679,seedling,20.69546637089095
+25.754397711107828,44.86416984210695,6.123071242642015,4.782208840375858,moderate,loamy,35.064874850365925,31.354853659036188,moderate,rice,17.947550365224018,reproductive,19.8381104877451
+36.87521749359925,54.52055872753184,1.2404174089767772,4.783930522489476,high,sandy,15.458109147198352,11.30562710995179,moderate,wheat,3.488115690610261,vegetative,10.125391868562982
+22.536404660266697,60.94416626486219,6.326985755260644,9.49212359411203,low,loamy,35.51048171095065,10.782490655381284,good,maize,16.673668547098014,vegetative,19.4507723979665
+17.363908619359705,74.76689143219417,8.118286862548425,2.206729112576186,moderate,sandy,29.67356065082137,44.63229858001556,good,wheat,10.545878914091016,vegetative,13.774595821404548
+33.95961928974795,37.26292657034032,18.4172418389251,6.642364104682167,moderate,sandy,45.565873242169936,33.57330732683265,good,rice,16.886378617852845,seedling,21.668994771737005
+30.150345798402032,43.29655129434905,1.611215988099575,6.779124632325819,high,clay,40.872644496703735,43.01153945721833,good,rice,7.761696455574063,seedling,7.54884204251017
+29.2578126956626,52.77924095212039,15.5426810613154,8.303096537453289,moderate,loamy,11.811741469667846,21.9111165435266,poor,maize,12.353482690899328,seedling,15.478086613848484
+16.3394139901852,51.62390430717088,7.910687921259267,9.614004126580806,low,loamy,32.457269649352654,53.15461320490081,moderate,rice,19.7640953209854,vegetative,22.48293981507462
+18.51247524488793,53.504885256312704,16.225256993338554,4.846620696346752,moderate,loamy,34.39070372084716,55.14322551551416,poor,maize,8.556047063605895,vegetative,10.943657062989324
+30.563734905327845,77.61127587841948,10.268043706512426,5.50266778764801,low,clay,43.792452380071786,43.11483590116831,good,maize,18.04020645565084,seedling,18.07756413779241
+20.195596036470896,49.44926417773039,0.7856407768682017,7.370387844161419,low,sandy,33.84305431880048,23.890066921734864,moderate,maize,17.913214752522247,reproductive,22.19138688684734
+27.601751993710607,60.11389082415988,18.924117694296772,9.738172978753411,moderate,sandy,11.332139789415391,20.807798470554157,moderate,rice,5.6187281598578185,reproductive,10.890916164927644
+28.622042150734835,67.4344219714738,1.6546812686904366,9.12633882989366,high,loamy,16.630215298061472,41.27499331507528,good,rice,7.140285225015781,maturity,4.492407660168789
+22.08767975677349,43.93071301101631,11.953670050675122,7.336424026160357,low,sandy,33.69195291921725,57.038898877041404,good,rice,5.175596917549071,reproductive,9.496559285924214
+38.71062888853732,73.12172322885233,17.553355258670315,8.853788573368178,low,loamy,46.03740684771496,38.90562255844361,poor,wheat,7.89645816562263,reproductive,11.913267355405203
+36.06160267088938,62.82667918429686,1.5953959550038777,2.68163544713149,high,sandy,45.11880350646479,51.96524218874427,poor,maize,11.905305882288962,reproductive,18.379798447059727
+33.05933769081996,56.80686978188268,11.077867768320257,5.017015542814821,moderate,clay,21.16337633189487,38.27027742772788,good,rice,18.77730182712874,reproductive,20.31497738814864
+16.949846660235227,78.58704160429883,16.485797510489043,2.104739965590777,high,loamy,42.38029893742063,43.7300646880567,poor,rice,9.741888895183614,vegetative,10.46928133717563
+17.653250482725486,44.60971555111093,19.72649417291592,3.419777906087603,low,loamy,28.007955410419232,38.388832265992605,good,wheat,19.794179067058817,seedling,18.09518295832308
+27.31953364662389,82.99055823685939,14.486548016280423,7.043940569619216,moderate,clay,25.895424785999456,38.768187476115465,good,rice,9.787015728926097,vegetative,10.667057284950944
+19.017833729774644,63.662924122002224,5.566687509265873,9.084492989869334,low,sandy,20.789921161447708,46.96250463963082,poor,maize,13.013469099902018,reproductive,16.23552215178639
+39.45663658823685,66.5504927627795,13.991406596908188,7.062242479934364,high,loamy,35.51912573739351,29.81221939002745,moderate,wheat,19.40103056318,seedling,19.39624448077117
+18.963005850685235,82.50353785013657,14.115335386152788,7.313104856068533,high,loamy,31.9818925921682,55.19988471796909,poor,rice,13.2269906699147,reproductive,11.815104793665917
+27.18669588659935,79.05496127096015,13.999320242092349,2.830572842049615,high,loamy,21.85987259920485,53.17464242363744,poor,rice,9.5773190087864,seedling,8.751987858024222
+24.103026421037637,66.09372412931401,17.085208741862115,7.318883927307039,low,sandy,39.327718421125965,46.26571296495344,moderate,rice,11.934000150050558,seedling,17.78872728905584
+30.98466053635245,75.19126223089044,1.7476012503898186,5.634773738953528,high,clay,22.07054663586714,47.17130961791475,good,maize,12.243933954140513,reproductive,11.620987609179023
+18.225910222235623,55.99916941397381,2.1683969083086674,7.211521852654587,high,sandy,31.29742824572365,30.66204042149845,moderate,wheat,4.785902919981621,reproductive,7.691348968249417
+25.75791070105977,62.84266520998477,12.81234248451116,4.609384876238619,moderate,sandy,22.65723095404489,51.62632378363394,moderate,rice,9.879009196477211,reproductive,13.21805004492581
+21.867625820178592,33.72420820251067,19.07762192196376,6.651887533305361,moderate,sandy,10.259449968331433,56.63047667891606,moderate,maize,11.947988796769993,reproductive,16.831891284813267
+37.193788116792206,35.391475080002806,9.31677277838492,5.392554374647915,high,clay,12.253746904563217,49.75743038245489,moderate,rice,16.24742291627951,vegetative,17.96853282081696
+16.014642803367376,79.76552425117993,19.2112540325135,6.469096443480487,moderate,loamy,34.55324925392104,16.6511452072193,moderate,wheat,3.102679802065892,maturity,4.499310499307456
+37.843187350161486,33.5802993409498,18.76170519032308,3.1767161466384,low,clay,41.50505251365165,49.33109608576794,good,maize,16.836166706649834,maturity,18.050703125670392
+35.82485346382501,40.16394753795644,18.05819476468639,5.16659882893828,high,loamy,26.080833402444625,33.228574689868495,moderate,maize,7.593559849077592,maturity,7.446234678459169
+22.439267911020387,77.74995953702648,18.197019497281705,4.994229258054832,moderate,loamy,19.651423600656717,40.434975495204526,good,maize,15.16167367890574,reproductive,14.69380148702487
+34.73226636692762,30.068757037695377,17.96637586655972,7.891156165222466,high,sandy,20.142386660637023,59.55799790756121,poor,wheat,16.129930287540475,reproductive,19.66290871867531
+15.780339008468689,46.94425973075186,16.397787670783643,7.651276111744524,moderate,sandy,31.894128344345404,27.967740473037,good,rice,17.613711459131984,vegetative,22.954330314539646
+39.17163875733484,65.04231946959732,13.899579172106606,9.270869477850663,low,sandy,26.046025110107845,27.42641925536556,moderate,maize,19.18161515647295,vegetative,25.0
+28.16487356474473,65.7269958881578,0.4881635718521648,7.05644473826558,moderate,loamy,5.033241748581105,23.15664899137054,good,maize,18.30021404799256,vegetative,20.982417863528443
+22.58202565163613,76.62917449376842,2.6450718431210496,4.516377038347787,moderate,loamy,39.716238862680726,16.35615601437677,good,wheat,13.764190847378456,vegetative,14.840477359309665
+24.064580314866927,60.35557526953023,2.6846410906293428,8.26579730588265,low,clay,11.404307202114214,18.40868367564953,good,maize,15.332673007593565,reproductive,15.10456278566621
+16.660133836512433,60.56411217185822,0.4708056855917975,5.975981148269011,moderate,loamy,35.36645367177401,35.713449523038385,moderate,wheat,14.936035835695971,reproductive,14.986717470219372
+39.733737851050975,73.51863453244204,2.3340353684727333,3.5479456850326283,low,sandy,20.489626028520064,55.4899913437172,moderate,rice,11.803910804704213,maturity,17.668402043770037
+15.982298628767312,59.91746779597701,18.394928671342125,7.979291746617012,moderate,sandy,31.01011638195533,50.49496337454123,moderate,rice,16.066123176249164,reproductive,20.5866118578874
+31.37267807869648,66.50946519381701,13.27608573821572,3.060251165753832,high,clay,43.48028194190355,19.12460367531418,moderate,wheat,10.700447037390504,vegetative,13.49993032352474
+26.06839819266146,83.86644409530305,6.241460365908448,3.4252266499690336,moderate,loamy,11.942266853357848,38.084507284838025,good,wheat,16.939389002300466,reproductive,18.52455959278278
+38.72290545471788,54.08706045674232,15.8672002447336,8.070047427481178,moderate,sandy,39.99358431665879,52.34623207665648,good,maize,15.644595357330182,seedling,19.13670198027896
+21.14999350766988,53.10750425515333,9.76738973909702,8.161157552570305,moderate,sandy,6.723880240315848,36.97465155861373,poor,maize,11.326900036134797,seedling,15.776118472956869
+28.30217059845028,30.21293951188628,2.842540738317532,8.326250150433722,moderate,clay,46.46158612967396,55.57160606669161,poor,rice,11.740365355849436,vegetative,15.703049809861426
+27.058905214568824,66.80557569127392,17.690041624529854,4.346600995336925,moderate,sandy,14.07139390631526,55.39424798634134,moderate,maize,13.89908389626444,reproductive,19.02431798130338
+32.57166110125253,31.78631444442792,6.7732389247294496,8.932699658972151,moderate,loamy,40.7486162488943,27.41220147639873,moderate,maize,8.66239281736675,maturity,11.716469815215202
+16.700255798810513,60.24890938369897,13.977184610597885,7.781345087696582,high,clay,8.024922195720325,53.69647864555014,moderate,wheat,12.45291726411334,reproductive,10.609831642798856
+19.84472825058387,78.25402734193361,5.811883209992148,8.671739276410724,moderate,clay,19.71717893986333,39.25579018950154,moderate,maize,18.29887431541531,maturity,19.785253463252342
+20.36412050232125,62.99526423117979,10.001425013476,7.66884387797512,high,loamy,33.5096327863921,33.99231546045837,moderate,rice,8.287752076247141,reproductive,7.549855976629726
+33.45376887104224,46.17816991300056,16.32505423060831,6.636771669970725,high,loamy,34.64711030537083,48.71326373987735,moderate,wheat,14.71997832280612,maturity,16.94881329066166
+19.728467408168505,77.17010528696227,3.135546928487354,2.8751581725921547,low,sandy,36.44643169938533,49.48083790109024,good,maize,3.6774745429068094,vegetative,6.936611404438493
+29.337294097274416,46.18302024495233,19.545027904785567,7.687489695615594,moderate,clay,20.788658384901016,43.77111808270977,good,rice,5.179258747481305,maturity,5.56574753189307
+20.38109551252384,73.98190685675392,1.404318457214524,7.523686203665473,high,clay,34.970370254935816,50.544688537792666,moderate,rice,18.04506542404557,vegetative,20.646389173206902
+36.54062375209946,66.61550731141388,10.680178194810082,4.499929066294883,high,loamy,24.282564586821422,57.57119561779643,good,rice,18.35644701375072,vegetative,20.044873780447386
+38.55463636224096,40.19977780488007,18.32051038703896,7.886558152371409,moderate,loamy,30.46639647860342,53.65437268531033,good,maize,12.668926364835526,vegetative,15.700446966672178
+27.96232437355601,84.30803249065114,18.913877697650506,6.40363642745062,moderate,clay,29.625192041078183,13.712663544329171,moderate,wheat,13.148327143763575,seedling,15.036703488979333
+23.80772210522946,42.03862097743174,4.6421792575955205,6.47524990834732,moderate,loamy,12.566293977276338,52.501448840432346,moderate,rice,9.964670660539072,vegetative,12.017788847266395
+20.85144437543748,89.37522444844019,2.8796996242961725,4.9408374302857005,low,clay,43.09692168502039,49.076384596604186,good,maize,13.14445952154948,vegetative,15.46554883448642
+16.244525038076095,30.43862931929645,14.48806000635782,2.9342803307210925,high,loamy,44.02135152990182,56.337069695875,good,maize,17.887321679101447,reproductive,14.84093100614063
+21.712501904937383,45.80900262857418,0.8394713655247421,3.735427662927912,high,sandy,14.167641226547692,46.97844783941407,moderate,rice,5.62777406904006,vegetative,10.375318453977275
+31.355894498632946,41.99161783645193,9.704779380606286,8.150653226688465,moderate,sandy,23.744006930564407,53.89267586342937,good,wheat,11.509391193115768,maturity,15.886478891131512
+28.34042328273027,30.83960461022776,15.927104535863638,4.171532403975151,low,loamy,25.91940966826852,10.51093808923494,poor,rice,17.893949622828316,reproductive,20.12747911453796
+38.60103195702318,73.94207400883894,11.205094490336675,2.018024434684892,high,sandy,29.701490755608067,58.8902662166248,poor,maize,4.206727551095339,reproductive,5.754989805396916
+24.906931562292517,71.60554812597577,3.7602653154801,9.9761393690524,moderate,loamy,6.002267228336853,19.54531520302441,moderate,maize,6.420343108786884,maturity,7.878630513037954
+32.346583558209865,77.54105786129583,9.740885989399263,3.685457870802967,low,loamy,39.146681056343226,53.21147777143223,moderate,rice,11.718536224360038,seedling,11.67757299552579
+27.233068686878035,45.40191278787391,18.42549432897786,7.243065190963151,low,loamy,43.78812383409628,56.48053164401302,moderate,wheat,13.496806127288083,maturity,17.330291427098544
+27.814405398105293,56.6601100249782,12.344259560885536,9.41537603659995,low,loamy,11.398724500095115,10.11117167228956,moderate,maize,15.021445622244864,vegetative,18.923817467741948
+21.694357865102937,69.54681129729285,14.429812551380396,6.797701877071496,moderate,clay,45.34830282972477,55.68390453340298,poor,wheat,6.144281722228417,seedling,6.7100263032264085
+26.373769421049992,56.38611023328862,6.725277593250299,8.392244920675658,low,loamy,43.29104973846306,51.4605941457925,moderate,rice,13.163465144263874,vegetative,15.139727982459114
+26.76962492531768,71.83954621907495,3.7696755033523535,9.81097369719052,low,clay,29.40155374986837,56.12063227973032,good,rice,8.837436707544924,reproductive,9.884671566038833
+32.66606304372335,68.03840450642653,5.112844597992073,8.882907407438285,high,clay,17.36292695280422,18.84411524975432,moderate,wheat,8.378716654497815,vegetative,11.38696267184596
+38.51599997965285,36.87886818133059,10.6635518752059,6.463232709426894,high,clay,14.3370353426158,48.87204667261725,moderate,maize,4.069021930197851,vegetative,7.357392338328579
+23.23303193706261,76.86258726461809,5.604403072214074,4.909623443856609,low,loamy,27.010644928806737,34.3742927377254,moderate,wheat,5.1079530832459294,vegetative,8.594574322459364
+16.055011714532462,73.2405815455511,10.839295748522025,5.859715593311677,low,sandy,27.82418657497887,22.88445174998702,good,rice,16.58250299541556,seedling,18.12140830392134
+27.40737813751599,69.35006325704433,14.15583854752354,8.734609345524355,moderate,loamy,34.334075545091466,47.80857019809393,moderate,wheat,10.765518532772044,reproductive,12.021529969944252
+28.61153330372921,39.30561637626014,14.687917523406028,8.826836881205121,low,sandy,41.07368546565488,33.662661318389226,poor,maize,15.734020336042365,vegetative,24.41446518294828
+19.21101377829788,46.07978692772182,3.2936987932218686,8.766839378866909,low,sandy,47.05249414842037,54.99423437669987,good,rice,16.899243577083553,seedling,19.471717538629346
+34.01161515690167,53.59062189525602,15.008616976677263,6.777795222000088,moderate,loamy,40.83264022384338,45.53657516619599,moderate,rice,16.487356280026816,vegetative,21.694276793854087
+39.62322771103729,46.7957772993866,13.45376279184718,5.815647342060903,high,sandy,45.90703951412468,16.957269148014877,moderate,rice,19.680690304287875,seedling,23.78063216800224
+38.644367925211526,43.668617440567886,0.2401026673741335,4.490704448765294,high,loamy,27.471582473901368,22.53817354454212,good,wheat,7.407528453690696,seedling,7.146079386995975
+19.927650970591305,78.32146020970654,1.177443501795017,2.0268868414554344,high,clay,6.74980672635529,23.226676515219303,good,wheat,4.237191621400029,vegetative,6.042780770780791
+36.88408099751902,68.29393478161214,12.924990037207609,8.115882166887648,moderate,loamy,7.332358122798096,27.202504512640125,good,rice,11.885083266259242,vegetative,16.746241897313148
+32.61234091029212,63.92832789301502,7.674077991274193,4.2159862401124375,moderate,loamy,17.081938654917376,43.32252146224721,poor,wheat,19.37643547869552,reproductive,22.69517960174388
+26.34616409517279,43.55716265119523,2.9220799915133178,4.637423163082699,moderate,sandy,32.62937976297303,54.71662818771295,good,maize,6.43770020445234,vegetative,12.044682344604103
+28.515274858118225,85.08459373611848,0.8879311833926651,8.74784979877635,moderate,clay,20.08508675210596,39.68501285470452,good,wheat,12.246218965881294,seedling,13.540201372177004
+36.24000437456145,41.470982345838976,3.187966813448617,2.418009256980965,moderate,sandy,12.476466706766267,47.59008558160787,moderate,wheat,9.963311081766715,vegetative,16.399891007967803
+27.00337349095933,77.69705596948063,19.150279286432333,9.420962651659508,moderate,clay,43.27227935205596,25.83664483154589,poor,maize,13.603000113639586,reproductive,15.452139064690574
+24.330184227628173,88.00036000231759,14.551312831419397,2.0108953795080518,low,loamy,49.324764735631454,36.12324029464688,moderate,wheat,10.415429201521905,vegetative,13.217934486738493
+27.331187325649644,73.62556375345417,10.554108418685876,9.51335291860325,low,sandy,5.748868701235455,35.2063171805536,poor,maize,19.80435847205263,vegetative,25.0
+29.47824510087623,89.57152651107779,18.830810001091837,5.638067928667331,high,loamy,9.024084157565774,45.05299123197169,good,rice,16.248236159843582,seedling,15.601106695018087
+19.726941344458723,69.0630670186768,12.382208753632078,2.8169810012145566,moderate,sandy,27.47024399578326,35.89794721666847,good,rice,16.14051683709711,vegetative,22.077809873274965
+37.52269325667477,43.0476206162337,14.512903765613345,7.393290937929499,low,sandy,20.195026152475503,26.71268153194151,moderate,maize,9.23767641481663,reproductive,15.487828905663298
+31.854673720740347,42.22916962299068,5.653036370117441,9.166851405769776,moderate,sandy,40.19680464763942,22.195370142617136,good,wheat,16.00875118572609,seedling,20.182562779106604
+30.831722933437224,49.47385705532858,11.779636871783916,5.50458253478096,low,sandy,34.44359917866514,22.735297443672827,moderate,rice,11.87016754769658,maturity,18.06867052204176
+17.487405654515953,30.427801213260363,2.869544885956805,7.530863232245331,low,clay,8.082966448641567,59.04422136619151,poor,rice,17.57380243292343,vegetative,22.29097628863192
+30.104348454314795,70.90190820497008,8.089662903955508,9.834901761514352,low,sandy,29.519744489235656,27.873824338536632,moderate,maize,16.29723779055835,vegetative,22.17234103649701
+18.02401655596231,46.12006707766966,0.6648064997322023,3.92560658970404,moderate,loamy,20.14396453226288,50.33020485068992,good,wheat,14.392443391254584,vegetative,16.07202525702716
+16.967441879884976,78.91099393756517,4.33256175165361,8.563595655381505,low,loamy,48.43006804876416,13.568320103212953,good,wheat,7.099614367899697,reproductive,4.2169635467944095
+28.182772391059835,51.55035903355802,1.497372588453494,4.361896874777413,moderate,clay,26.38755719742164,14.482661454999532,good,wheat,12.753253678401007,maturity,14.53431364867794
+25.06963835116237,58.79738960779876,7.755576390144627,5.41070079992128,low,clay,46.74486691923363,44.30755762299849,poor,rice,18.182354692939526,reproductive,19.39993667020065
+29.72025675390558,87.94133499362215,16.860703292769802,4.254126947978087,low,loamy,6.357856574335734,32.86045590512544,moderate,rice,13.607491004997977,reproductive,16.11499063675339
+17.230554201430966,44.530327382836624,7.558682126901061,5.568093987472979,high,loamy,9.64735998935377,54.024664964590585,poor,rice,17.14059852756511,vegetative,17.076126551442737
+25.77457657118146,73.27524584578438,16.632792519892867,2.04071225942626,moderate,sandy,22.382106707495208,53.11101371411668,good,rice,12.0719264280847,reproductive,15.330799540976448
+19.36966787612895,75.30706735832503,13.129966251577748,4.427510778642172,moderate,loamy,44.91305176350078,47.78286203737037,poor,maize,17.329172862190383,vegetative,19.99093001065389
+39.67750214810292,43.25988945141811,10.190588932616556,5.562352511501566,low,sandy,29.507183574360585,50.76581106426006,moderate,wheat,12.920497192948812,vegetative,20.683549469978026
+29.02875531087936,60.05981019673174,4.7378338652266105,7.057921469648768,low,clay,42.08632361970008,53.52520395630869,moderate,rice,17.47122238112513,seedling,20.7382794653286
+32.185921523521685,51.0121155187781,18.44312185688305,7.098891129407271,high,clay,17.758833511768735,49.178777472465256,good,maize,11.038131742275386,vegetative,11.347757839419687
+23.1354570170652,76.31437460400535,1.084016176840665,6.670284947763943,low,loamy,10.017243633918843,36.34461249679117,moderate,maize,14.330289752001644,reproductive,17.071875706320032
+17.368472869483604,67.34899914174224,13.778260353976306,4.344254636738375,high,sandy,16.071746933839826,23.237326849864573,good,maize,3.975031000471436,reproductive,6.107110327234856
+39.39677156958842,58.55898329163282,12.424797856187377,9.579234527485964,moderate,sandy,34.03865350029853,49.36911705813513,moderate,wheat,10.442953582416294,vegetative,18.275036127290683
+22.156475884579574,76.7617959028631,8.820830445130536,5.135758589928795,moderate,loamy,44.21376946465926,25.885413550569325,moderate,rice,5.369470036422793,reproductive,8.511702707808029
+25.59520462933936,44.10933420050502,4.806419105852107,3.7351515299124634,moderate,loamy,25.47496976829573,22.240899727403537,moderate,rice,6.914529158723863,reproductive,9.94826830127104
+31.246598042564376,75.21731283506155,8.613918736905337,6.4361035173438985,moderate,clay,13.712698853802811,18.58338092079268,moderate,rice,12.202344987631324,vegetative,18.842868070660263
+15.617432442152785,81.92245872556947,17.455454511068414,7.9914293590473084,low,loamy,33.69254206603365,41.35942636285476,moderate,rice,12.191339849052778,vegetative,16.734641028896977
+35.25647826293218,82.71729580845434,16.735322205099084,2.09786858257813,moderate,loamy,13.862028705285372,22.12394881518192,moderate,rice,16.58929042816623,seedling,19.47987865030475
+28.414454750715507,77.02041558117622,18.827624999540586,4.2107520591643794,high,clay,30.66294660162569,28.74138184730134,moderate,wheat,11.075898597236945,seedling,12.211315086770265
+21.95542967672056,54.48085001989613,6.15586413250496,8.599822820800238,low,sandy,9.60312752086531,45.45314996611887,moderate,maize,19.05339695011833,maturity,23.47295985607383
+16.540199632311733,88.90848136306963,7.742083167377459,6.056168747084786,moderate,clay,41.50107806633252,49.6914629171692,moderate,maize,8.694254514297068,reproductive,10.806312592756385
+19.06246038686104,52.7756186293464,0.3745230531972665,5.267906436639312,moderate,loamy,41.23249955142819,25.73823321772262,good,maize,10.803384577862309,vegetative,11.535428734730766
+37.37584647133592,68.31752394614554,18.858999894400164,9.447210236658496,moderate,loamy,29.356497411784304,52.14000452246882,moderate,rice,16.096743889814213,seedling,18.71917953606765
+32.15060559839728,39.66445068416812,6.587801836345378,2.716280776982709,low,clay,6.718217279823807,12.897836817625354,moderate,maize,14.17075521914878,vegetative,18.300677655067396
+21.247543040922245,88.82693391818356,8.083276430659865,6.924561606222793,high,sandy,17.608343725948686,59.293639797038885,moderate,maize,5.835674664774846,vegetative,9.70277997435294
+16.640019123625738,72.23915531187978,18.15609222894789,4.737509729950216,moderate,loamy,11.222818306882324,30.84382324841356,poor,wheat,11.822862221302104,seedling,12.43564040009726
+32.26538280966591,75.2026527147821,10.531968603336264,2.5665871863434058,high,loamy,28.55551271305786,26.24426082729653,poor,wheat,4.288282225584743,reproductive,4.762195532419058
+29.310193149194127,33.94660220466868,11.32349083510956,3.709956068886562,high,clay,9.578043602191944,56.18378730616065,poor,rice,5.538482502245735,reproductive,6.787373666105339
+25.11298811145588,75.8050688532403,3.5246567630183367,7.023465704138275,low,sandy,44.13769276788691,16.619451277379547,good,maize,4.777813527187678,vegetative,10.157656774765838
+24.0902862297516,76.48340575323607,9.97320041637309,2.2262154708364594,low,loamy,43.2573929769753,27.889935619956,moderate,rice,4.615416248366422,reproductive,6.7176746200598405
+20.42035689822771,70.30636358173379,18.364172018175484,6.737990523114807,high,clay,12.024413367604453,27.94505589993168,moderate,rice,5.487975742644416,vegetative,5.84651986953837
+31.74028141343794,47.51457682742062,11.17436176215852,9.654803369738437,moderate,loamy,36.26996157531043,31.21808492333632,moderate,wheat,18.137505910511244,seedling,20.1864358610908
+39.26670069484676,59.38140252965289,5.102327292795161,8.360768498962155,low,clay,36.34264797293967,52.41695385670607,good,rice,14.69729741806068,vegetative,18.088890861210697
+19.392881145920647,36.62606227852299,0.6236172826952568,4.764776634670765,high,loamy,22.85394782316973,52.46907420296948,good,wheat,14.483399104229523,vegetative,14.45628387297368
+29.927915500387584,58.29522398754916,6.72603546908136,3.1056611708928665,moderate,clay,11.884959136092151,39.581864837064025,poor,wheat,18.230068752475823,reproductive,21.88385740717734
+25.604626393649404,44.62943115602429,11.451818281289158,5.720515471303829,moderate,loamy,10.944847501557485,59.587938103590304,moderate,maize,14.862644305926963,vegetative,19.04881578479354
+26.16721804361662,50.94581918964492,0.8522657674166023,5.143603489427243,moderate,sandy,38.276417816790456,52.208038920679776,poor,wheat,13.350945182778228,vegetative,19.71726344037939
+21.35368200319536,39.75602450422191,12.195851545823125,9.773863680190816,high,loamy,14.907983623568436,44.05346299834473,poor,maize,15.670104213154824,maturity,16.021943049031883
+35.62837189153548,43.80326206481382,10.468276542362256,9.918944436067376,low,sandy,32.1554191030218,19.97292112498259,poor,wheat,14.86347977158788,maturity,21.064947429191516
+27.131390103681028,34.59411850920698,15.668709383331418,5.284677250590329,moderate,clay,43.96467274422327,37.4865369435051,moderate,rice,13.21421943108612,maturity,15.34242219469938
+28.5851463049566,85.19408198621528,0.5777634454392366,3.1902718682394946,moderate,clay,31.689474719015617,20.695336999701677,moderate,maize,4.830002668667029,vegetative,10.214079183925069
+22.619022819933143,61.8246412785242,15.616946896374747,9.284876397143242,high,loamy,48.82830534942571,25.082811649480117,moderate,wheat,4.193274276209989,reproductive,4.622592135825377
+19.545211641673745,53.80451827576438,10.41754091516214,8.348338205335946,moderate,loamy,34.04758517729552,44.29319038204843,good,maize,5.8030395820547,maturity,5.664724827846597
+17.147759705070513,62.10175276612704,7.410586655594229,6.0901936532455805,moderate,loamy,19.157140104404306,19.22098568995462,good,maize,13.56213627620872,maturity,13.037225297638402
+32.8529785231229,67.69759370889315,19.307659527176483,4.9228371441211305,moderate,sandy,43.36102992946974,14.542049159821948,moderate,maize,11.87249717017981,vegetative,19.166371569111448
+19.90585704219639,85.31272760216095,3.202390944721061,5.58532662079782,moderate,clay,18.99105670715425,36.57727962478373,moderate,maize,12.291679787265002,vegetative,14.04951679333013
+32.25188385471994,40.7215771371788,10.826502381822127,9.215049402440885,moderate,sandy,48.72066707848623,10.047572955998431,moderate,rice,9.555200984268977,vegetative,17.09033613333482
+24.759411151173847,47.73314991811306,6.419629471849568,3.477147582108308,high,clay,26.49793752773511,40.44576741155621,moderate,maize,16.989627593044908,reproductive,16.994395548233747
+25.394370024741285,88.54736018064688,10.549727575906717,8.454268168987767,moderate,loamy,47.89611807180267,55.06707906009707,moderate,maize,15.616816366632492,vegetative,17.946122178025014
+26.72943740231929,52.27157919891147,11.045509051608242,2.145525062617243,high,sandy,13.261920670466257,19.51213444316655,moderate,maize,3.874807778524596,reproductive,5.923454181861038
+24.19271270318858,31.353699045439654,1.7889649684969156,9.36457594513668,moderate,clay,5.512932735331968,29.13845640790895,moderate,maize,6.404875339432069,vegetative,12.83750162496317
+17.515499430564752,38.85860955822953,13.222702938366997,6.002378237169646,low,loamy,13.825908318139474,55.81832475525829,poor,maize,12.277374066700036,reproductive,15.264863750589484
+22.740795250071145,31.58032210491312,12.689629918380236,3.8139826107293775,moderate,loamy,9.42657656390906,45.193559010928674,moderate,rice,6.251924475690045,vegetative,9.47539415268318
+31.59335901734846,89.3953885452437,15.38934549268928,2.0228520225374598,low,loamy,38.02802100814604,16.76568588323375,good,rice,5.399451118880119,reproductive,5.428418281227637
+31.64461003672177,46.73225093947338,1.81316987318342,6.476371749958194,moderate,loamy,16.904554482986057,29.09972612332239,good,wheat,3.162007502012897,reproductive,4.903650791088955
+22.155607680999857,85.41256541617356,5.9451709380737565,3.955902964478705,moderate,clay,33.77633852553214,47.79975906527854,poor,maize,19.71025176484576,vegetative,22.656256552423404
+26.5025656639422,89.75317654558295,13.002211994562025,7.0501146880867465,high,loamy,35.08956680758755,43.2388903068456,moderate,rice,6.932664402191962,reproductive,6.77147528518204
+19.836180700298435,65.99047326858685,2.7346165183121696,4.249354251616378,low,sandy,35.97104031859713,17.78293179648451,moderate,wheat,10.1814802377225,seedling,14.45930226886768
+20.25930203824589,31.991778903933707,13.551964215768846,2.704192233521815,high,sandy,42.46736545682391,13.12410417642125,good,wheat,13.65788079941779,reproductive,14.369690122076964
+15.576177210165184,34.89549782321562,1.1805342164084598,6.040413038748475,high,clay,11.703463447658304,44.083240662902405,moderate,wheat,7.185956700707062,reproductive,4.898240406442791
+37.418663747693614,58.89534330647267,6.698631059192555,6.515885890305155,low,sandy,7.270881415073881,40.451139095782935,poor,maize,16.837293272248587,reproductive,22.162051852166805
+20.267666626872654,54.37032077468916,16.93422244665038,5.620720204316406,high,clay,6.336730896687618,12.96713520958915,poor,rice,13.072800995824604,vegetative,14.16536998899081
+20.688346923411583,66.37063834690606,15.485825807623204,5.664284434638251,low,sandy,9.670550172379931,58.74059457720399,poor,rice,14.641385902174568,seedling,18.41008417536476
+21.99003581612829,56.33086858268184,12.895214304541758,6.717201023200123,low,loamy,22.063349117216244,22.621928550687656,good,maize,5.612510415147938,seedling,4.494170386944292
+18.18520179238573,86.04461095628906,17.409168332502023,6.210828075281228,high,loamy,48.5319172406482,29.301177432156635,moderate,maize,15.284357552837111,seedling,15.906629065507506
+30.981572079534068,62.08438292481066,14.18539088344401,3.060540310901265,moderate,loamy,20.895129400439245,18.879874462073506,moderate,rice,3.9005411064741584,vegetative,8.874673269538723
+16.878573829439663,71.62356368774653,10.38750210421606,3.576685171880259,moderate,loamy,25.381531809649506,51.42610851033785,good,wheat,8.456077297873065,vegetative,9.707948723773724
+18.35506065815876,83.78911635854979,19.59435000771573,3.1343283314324006,moderate,loamy,41.647852404222576,58.12841042291065,moderate,wheat,10.319333476134585,reproductive,11.95645350718805
+31.118918164752323,38.81231254999244,13.897121595786391,7.546364657757967,low,clay,46.33691087387943,20.66528366815068,good,wheat,4.617128508493395,seedling,5.579348488658694
+23.491515512036067,43.78407924711171,12.027343536260062,6.228787297335728,moderate,clay,48.71486764229915,24.15845420315398,good,maize,12.506813117022409,reproductive,15.286147846996922
+32.69869566752973,36.439119628440906,8.177411219071294,5.438840988247426,low,sandy,42.190305110076864,45.32579927421693,poor,wheat,8.795960639919382,maturity,17.60230155612026
+28.93561861675355,38.378303953794735,18.048249971581008,8.386711962182794,low,loamy,27.61322261215848,36.39445967759677,moderate,wheat,5.29984863641638,maturity,9.504173449884137
+21.40052932653783,60.75503801605399,5.914181912099856,4.606357278086441,high,loamy,15.326440152616192,15.253374382358956,good,rice,7.852916566836309,reproductive,6.886656795647742
+31.2706987622332,49.27075553804784,0.1843918842180536,6.544853304727688,high,clay,31.926513026822573,56.43096484571544,moderate,rice,12.864170369287187,vegetative,15.119882374184591
+17.906842007322016,55.39037037160529,3.934810448647199,2.5952608119215874,moderate,sandy,13.855777104068352,40.55755544911081,good,maize,6.830371179382102,vegetative,9.63981333994687
+28.41025957700076,88.9493899076437,2.190349838847183,7.955232670600895,low,clay,7.507612951214527,25.062875494695668,good,maize,10.994595980471647,seedling,12.77959248593394
+25.92870262612587,39.40226086775689,6.379875483461442,7.561539558524719,moderate,sandy,46.370927081419886,34.49015645089926,good,rice,14.737084374166194,vegetative,19.94014814001956
+21.69683957043602,62.448724247884535,16.5175735491691,8.419037034375055,high,loamy,26.81556376622225,35.01234258001476,poor,rice,13.39276707807688,vegetative,14.962201405647273
+30.1001249434875,35.93226930321906,13.030593707300149,9.07580766413243,low,clay,27.87081007492115,36.27088813582448,poor,wheat,15.989253421978407,vegetative,21.064678535168103
+36.783339808507066,49.10977879583272,3.37961178467425,8.064226138363349,low,loamy,32.41485617287508,34.86528490271411,moderate,rice,14.763542411711136,vegetative,20.540326098299108
+39.972617494076914,61.65155542047592,15.77643442184677,8.755919121018351,high,loamy,25.313385084755303,38.08966265249634,moderate,rice,11.234532466052007,seedling,12.968223856819431
+30.19406921858561,86.79790475792026,10.084397321988057,4.7652367916937965,moderate,sandy,24.99937092055489,29.66763502795269,poor,wheat,11.834640127173472,vegetative,18.210976095711764
+25.117646858229254,53.47369327700898,10.25429248236594,4.746698896119518,low,loamy,46.18153929039932,17.308134758826824,good,rice,7.500128923764875,vegetative,9.818644254898809
+20.63017750540504,33.89440177288019,7.242243619617465,9.55440655919853,low,loamy,41.74457580320279,43.22915546021245,good,maize,18.84451552113427,vegetative,20.754038523116137
+21.427402234877796,53.28968687761902,17.29232729644047,9.316596290609638,high,loamy,14.566648930284018,49.62432486261053,moderate,maize,18.332734866218928,vegetative,21.018165391050715
+26.98637445374414,38.74447055243866,6.366546077115853,6.38797872884178,moderate,loamy,18.12999331492518,52.050910157616784,moderate,wheat,16.879050390332125,vegetative,20.861004936397688
+24.18194253201773,43.79937679748672,1.882795213393773,4.932470282181167,low,sandy,34.72801880582092,11.097605288143743,moderate,maize,5.533698363773404,reproductive,10.243719731630648
+37.8453630656236,67.08543738989943,6.054579879438902,8.928012242070402,high,loamy,30.69913635592094,30.23126651106725,poor,maize,16.129288004004266,reproductive,17.336778017458634
+24.20738669139274,34.045431972220904,14.307070925357714,4.5872890594189295,high,clay,39.47717091969427,58.921912096735305,poor,rice,18.767828124891587,reproductive,18.55192696244352
+24.33611477863589,57.88342537500225,13.151637736066576,3.229080663155555,low,loamy,37.74346796234688,13.128154942357348,good,maize,18.466755743592675,vegetative,20.81516930333959
+24.588362810849425,66.56769516064585,3.760343071071557,7.11594140004384,moderate,clay,36.88462456007947,49.27770471447944,moderate,wheat,18.385963596098797,vegetative,21.114577853885876
+35.91550525919145,55.31150354204981,2.2356859820988406,2.340974477863736,low,loamy,44.60980598962323,16.305647545378136,moderate,rice,14.457039853210116,vegetative,18.36787292912725
+31.269708021172548,31.147581037423823,13.217315168034926,5.032815249331904,moderate,clay,39.494889239689215,51.23195803459576,moderate,rice,7.253718785536936,vegetative,11.488769342903684
+30.35422125797232,89.13116141417193,13.527536713098243,8.461310525556975,low,clay,15.928132484292655,43.61106494931932,moderate,wheat,12.95444067875122,reproductive,15.426620409142652
+23.35357555959656,52.02694604043212,7.322992744211413,4.361729565542678,moderate,loamy,44.27767395590955,46.25165441446851,poor,maize,7.82497499691492,reproductive,8.754235919322165
+35.44760442081099,76.71463121599601,16.856027670581597,9.450523832588267,moderate,loamy,20.09894923104806,58.86605748268859,good,rice,16.61359736764072,seedling,18.152496748661328
+15.959096533892527,49.53878953124719,19.564104075998337,9.646597332933098,moderate,loamy,45.99025180106327,56.97418915534454,moderate,wheat,5.926843952014997,reproductive,7.995265635531539
+36.76992930845283,58.50100541960513,4.112904468987908,8.526530406120951,moderate,clay,42.0921484123004,25.21857412060873,poor,rice,6.678740905315854,reproductive,8.286062422170412
+27.81874749484824,53.3078185566598,11.541374314120567,9.901146551936504,low,loamy,8.333842530023466,28.76082596823125,poor,rice,7.506564634245938,reproductive,8.803800528272498
+24.95625587158532,50.55235377057646,0.1069265800787833,6.246112892091501,high,loamy,39.70762765696888,30.35908575947748,poor,rice,13.102950669605132,reproductive,11.725955276702232
+27.429182017942143,31.311082632466725,14.261087920525748,6.553596417111772,low,sandy,27.50513512064308,19.02874432805246,poor,maize,12.995552781728584,maturity,17.022039766403346
+31.68538826334577,51.60125627127021,8.285642271266356,8.689334522163827,moderate,loamy,48.97007412136083,29.056744124896703,poor,rice,12.338003528963377,vegetative,14.693926673261949
+15.319135662947437,83.3693994239718,3.8653845380632967,5.942442046304723,low,sandy,25.62885212040585,58.95124338265968,moderate,wheat,5.470054591107867,reproductive,9.352270848942204
+36.78879641145619,71.42360031562103,15.044438435287525,5.253760054664556,moderate,loamy,8.015348647526112,34.47815179073208,moderate,rice,10.878397237050915,maturity,12.945386377833776
+26.168488132784823,38.72537154572639,16.212975951121614,6.918028729396312,low,clay,18.19114533827545,57.630044441063966,moderate,wheat,18.783968305369708,vegetative,23.209638135158457
+23.574162992501957,65.46930027736435,2.223330023518746,7.261276086791056,low,clay,24.35942407932785,13.572898448217344,moderate,wheat,18.949935392604047,vegetative,23.60407556930559
+18.456139140851427,83.5338515969323,0.8199152367606799,8.00716657356933,moderate,loamy,31.63629550956808,11.96427626651962,moderate,rice,11.167866974385417,reproductive,11.212422091209229
+25.98663435896105,72.00204245789132,6.681568833382345,7.345605578080683,low,loamy,11.844760278652137,38.76650668129011,good,rice,7.460836321736565,vegetative,10.612480882904658
+27.408069282109476,38.92106354140181,12.519809315220712,7.965774362106628,moderate,loamy,28.17871822708394,46.81268956444608,moderate,rice,19.875455705656943,vegetative,25.0
+25.091167362336947,82.06994980406981,15.868390543772662,7.396477367110019,low,loamy,26.75627609403521,20.872950599742165,good,rice,6.739327345967682,reproductive,6.258387974360643
+31.966502345672428,48.09264079733192,10.921249932609154,5.843561908001431,low,clay,42.64981510270752,35.16792442881695,poor,rice,17.295931545791575,reproductive,18.03236132751068
+25.522413218980653,57.244568658740505,11.614975526139611,3.0794766746917626,moderate,clay,18.60813098668883,53.6470250074019,moderate,maize,8.009516350225987,seedling,8.781308073288173
+39.03543944616433,61.56856558134878,15.997164435057822,8.283545831482067,low,sandy,25.22828497882516,48.08622246689002,moderate,maize,18.46849357305929,vegetative,25.0
+29.981937945589795,81.03039626269171,10.576867484375189,2.2462332111014645,low,clay,22.487569864233183,21.59069589664041,good,wheat,5.021953828928626,maturity,5.4571759524177095
+35.18694839129772,85.89644970885966,12.22308980452601,9.940000734090717,low,sandy,33.45041168416046,26.723570764811534,moderate,rice,8.376932704400321,reproductive,15.053019515565474
+17.733897577736972,85.77917266743336,10.324346799531185,8.627667919517439,low,loamy,42.62850431022973,25.289563404743063,moderate,rice,13.93073030458018,maturity,14.864822737969194
+24.93228232364764,30.47725087671244,17.60916466735408,7.36728486385044,low,clay,35.403085959718204,45.97534506687531,moderate,wheat,4.609459353053926,reproductive,5.044631299885255
+23.42119253617882,85.31330913512744,4.710332371701778,9.732854174835628,low,loamy,25.927204807221404,58.40905738608788,moderate,rice,9.65934773887543,vegetative,13.653419238489873
+29.237059703414797,33.26321796009434,5.279871690810188,6.899762251649674,low,clay,33.70233627732944,24.003922173982332,moderate,maize,9.692555156662808,seedling,11.663563976930432
+36.52783800153564,45.94641940904612,2.559229232036515,2.4514630459547844,high,sandy,19.50097830405431,39.41502597740244,moderate,wheat,11.690734927559305,vegetative,19.850622604929114
+16.958455444050166,60.899271283669975,16.389335029888436,6.4750573921161605,low,clay,11.484492879360475,59.42792518664943,moderate,maize,3.0619277873720225,vegetative,5.405453782873595
+16.81436995111777,58.79554134026364,8.235545811247146,4.217633485255543,high,sandy,19.38730660014381,17.878972173928943,good,rice,14.071659517659738,seedling,16.366137470527335
+36.257942703939975,66.28258763324352,6.957878817624876,4.955820223875494,high,sandy,24.96603046700539,42.95411575592033,moderate,rice,9.958954720737164,vegetative,17.60456492098954
+20.321252150958934,58.76677372422035,19.626974341743125,5.676681246800231,low,loamy,24.766921985119787,26.59940485729318,good,wheat,7.115664858563579,vegetative,7.615569502574539
+31.718831361245343,86.06254077842524,18.53606732879571,8.196805971110269,low,clay,38.19205591148137,59.583427892822776,good,maize,6.506348718620263,vegetative,10.008984267899992
+28.57195330902013,44.43293089287522,19.439753642495223,6.023433714967649,low,sandy,47.135541241057744,15.438567750767504,good,maize,16.1755665814751,vegetative,21.731656681049856
+35.822339872180734,46.44148164230915,2.845979935173857,5.79744232660063,moderate,sandy,22.503173116561968,32.56283085212972,poor,rice,7.8672077192731535,reproductive,15.14873073751548
+18.12722274591009,85.24427614158337,17.825036262963327,4.4157771019347685,moderate,clay,8.890183344789804,22.74866814732707,poor,wheat,14.51403781662419,vegetative,17.879331854430795
+18.24457414306528,34.604370824715375,6.57419198774903,6.318977934821624,moderate,loamy,6.503593316844454,11.584117076831376,good,wheat,3.166996974372929,seedling,3.3317994077573543
+28.92045900695769,66.57364931428859,0.2531354042372502,3.987126835482525,moderate,clay,5.177874672421872,58.17985857818156,poor,maize,19.49505172287998,maturity,21.29546657640276
+38.65946633395927,70.90415712393664,7.825966719661375,4.087950523265824,low,sandy,47.21450682858422,38.40859371289466,moderate,rice,4.366601081616083,reproductive,11.10949723426602
+25.37494395926885,60.332503405784365,10.183927062761192,8.058070201156163,high,clay,49.8035008103796,45.03935781692516,poor,rice,9.876996438104664,reproductive,8.400213699253914
+23.17355250636737,71.65391272938822,2.164408471348107,4.74037811607272,moderate,loamy,7.31228349003532,41.01374721986866,good,rice,14.349637055057585,reproductive,15.395971286832305
+30.167233079947145,40.36527876071802,10.753552337485123,2.411197383512895,high,clay,21.119391676698783,17.423680329895376,poor,rice,13.612425916022708,reproductive,15.064105753247253
+38.26121501362577,81.15793396629239,16.38927168353463,4.749418287159847,moderate,sandy,35.120531178290136,18.5280201921214,poor,rice,18.17256037459945,vegetative,25.0
+35.92319582111559,38.401541368193136,7.55301901678388,7.108577662932952,low,clay,13.052542961375424,41.32227616525636,moderate,wheat,19.485189371819185,vegetative,23.751136245431688
+39.887090268330496,54.04874665894498,7.052896130686044,8.51188469341858,high,loamy,31.74967346923524,48.99047581023886,moderate,wheat,15.235836281358868,seedling,15.716062457409857
+15.564214580059428,34.51545607849235,6.7762084046135485,9.69549345113889,moderate,sandy,41.61278119277959,40.55351010153528,moderate,maize,13.859163717671192,vegetative,19.411740660693305
+17.821453617819056,62.71266472904401,18.46188891767384,7.969763371799807,moderate,clay,43.61388933701512,38.51869367898865,moderate,wheat,4.671993350626587,reproductive,4.922102267270567
+30.23669408416555,70.18474844553835,0.975161975803982,5.430812875334695,moderate,loamy,36.78893047228614,47.29811592037412,moderate,wheat,10.490730104993844,seedling,13.11552382432786
+35.51441098334624,86.47329810571743,8.901522839859107,4.392954233639661,high,sandy,8.679387977700333,22.18041785417437,good,rice,6.178832440895397,vegetative,9.852085788557886
+22.131108557669165,74.36017175376006,5.291989082994338,3.037039921367115,high,loamy,20.677810305941755,46.58230746480082,moderate,maize,9.453709238138837,reproductive,8.540574049227171
+20.98027720085547,62.46617498724907,17.876140507749884,7.021491475568915,moderate,clay,48.53042495469949,30.561022249442264,poor,maize,5.403197098081745,reproductive,6.40889116863178
+34.674394984530025,85.95702103022003,1.9210452716760784,6.079066512872051,low,clay,13.673977845878229,43.7025046435391,poor,wheat,16.35104334313408,vegetative,19.79496114225797
+16.40954634633079,58.7062102824526,8.228855333608216,7.42161213155313,moderate,loamy,25.42667331071394,23.735832653808707,good,wheat,11.72336510342761,vegetative,12.736563674624843
+24.234566189564628,63.67233918593216,8.136323040621713,3.897065251640557,high,sandy,20.03796205951193,16.87324756266201,good,maize,4.879658815178269,vegetative,9.271351799888432
+27.645230564808244,65.76591166020575,17.767888350940453,4.5891533448795645,moderate,loamy,14.24922281118319,11.45795081712522,good,wheat,11.853712640614038,vegetative,15.294532488576012
+29.008716858758085,54.59878355319401,4.309868900819389,4.336762795989112,high,loamy,19.559123939843403,50.17371042375242,moderate,wheat,8.599832826015675,vegetative,11.441617598814824
+33.21537891981942,80.30896143394945,12.897908206032223,8.381214737395284,moderate,clay,13.528340322524894,19.848460912133184,moderate,rice,11.523067075658828,reproductive,15.53584357639158
+23.87114308576645,41.110556330703545,2.6881225377557816,3.369838518906774,high,sandy,44.476400935024095,28.17321750669269,moderate,wheat,7.36658763244163,reproductive,9.810417405307277
+30.31710861686518,63.29053142229648,19.07951428161085,6.867776936195964,low,clay,12.849947768690814,48.44274653798492,poor,rice,15.85846956688695,vegetative,19.91161662624764
+29.634385569773908,73.33399537123165,11.860299185445715,2.410840126072854,moderate,sandy,33.05948757775996,32.50909676086419,moderate,rice,3.1381627812586004,vegetative,11.368797659377936
+28.69040251634368,84.23857031259463,12.525134606413406,6.396220607213757,moderate,clay,47.40420257649925,20.877445940306394,good,maize,5.383783777495202,maturity,5.879622370890197
+31.012082328555305,83.03510378605671,8.675468033209444,2.5113118060244477,moderate,loamy,47.8690568432543,19.73812014941145,moderate,wheat,12.712855205217856,seedling,14.067918639671118
+21.486229276701906,60.52441736580852,6.845654253326446,3.4070127263038987,low,clay,32.01911006195269,30.3967673560156,poor,wheat,14.020891768422644,reproductive,14.37487223389863
+17.116218839615726,68.5896870698005,4.253528589897526,2.9042024164284976,high,loamy,17.190316547103638,38.25881829717271,moderate,wheat,3.70723737061283,vegetative,3.808591227658817
+17.981791800993584,53.65426416775806,12.079755076645178,4.773802831067412,high,sandy,16.15540150929634,29.617584851048424,poor,rice,14.32700536898135,seedling,17.865954553111454
+20.614559566347527,58.09066577281202,19.09123490696476,4.749851341661833,moderate,sandy,38.63618057443326,55.22847871097429,poor,wheat,6.426259831416466,seedling,11.117942264436076
+27.50494838806963,84.37594755438298,7.195819081848061,8.61135424582605,low,loamy,49.131829615418766,10.191701515672063,poor,rice,5.50774189967523,reproductive,7.726987916064424
+36.0110687636505,85.84223959154843,17.663137773241083,3.8054996110442296,low,sandy,8.491774052803233,30.10058016828989,moderate,maize,3.342014672616936,reproductive,9.133391965071777
+32.53233355220961,83.72484348402118,2.9755262569449936,2.691093934191816,moderate,sandy,40.52608616144448,47.14174371074578,moderate,wheat,11.359428316709904,seedling,16.074831077165538
+34.726015105051175,38.30225170881829,18.722520417636016,6.828094326513038,moderate,loamy,10.53434208043085,54.54455585669752,poor,rice,15.79004387878572,vegetative,18.245773850946023
+23.774390598152287,81.00504127983817,7.009725677961532,7.499605596800055,low,clay,18.418340619370795,27.920090879686907,poor,wheat,13.123002351431689,vegetative,15.04481550222522
+25.11634354121375,86.90182386128882,7.594544231866913,4.35858892817163,moderate,loamy,30.49806433912662,43.679456468613054,moderate,rice,17.718138839842354,vegetative,22.59473858862149
+24.84204714976532,51.67498167441628,9.256845140686565,6.822512930891017,moderate,sandy,18.375111379540872,39.01743765091865,good,wheat,12.080002721603735,vegetative,18.306775112446637
+19.79682961011254,61.11877736530016,14.364885398953003,8.208452544053152,moderate,sandy,34.26175287260282,20.07662332685804,good,maize,3.152736650847337,reproductive,7.630046771837331
+16.5304164535893,76.74571534877975,14.393068673780704,4.780423512608898,moderate,clay,23.773814357967005,44.04721751742333,poor,wheat,17.530373769406125,vegetative,20.678030286580587
+29.77290232068067,63.72468825393892,9.591771694393303,6.202830719464894,moderate,loamy,14.86011798805193,22.47823039832513,good,maize,18.61960667017892,vegetative,22.16115400508529
+39.73041708551465,89.60901130237497,10.463057986278718,3.1730661893785603,low,loamy,28.891883653448797,49.19538334120098,poor,rice,17.845790394493367,vegetative,21.639833829208428
+19.17074262375657,57.3428019094097,0.6002097554828234,2.189174408561443,low,clay,6.0804380821262605,53.29505975838656,poor,rice,6.232799356501765,seedling,5.987856388374943
+16.167120497481843,72.83656267244265,6.085934031166513,9.850943798486636,high,sandy,38.34852574605616,33.92111484741004,moderate,maize,19.83930366579745,vegetative,24.80048417367576
+34.48829204559833,77.55546841179265,6.920341484612189,4.39784680429096,moderate,clay,28.502998974749143,12.706229566698635,moderate,maize,19.342266048709405,vegetative,24.304833194933035
+21.314650167118103,59.64602494550637,11.174545374515189,4.231216405774573,high,sandy,47.60151430977266,46.86762794790943,moderate,maize,17.558394944923265,seedling,20.09571882172288
+35.74109513382321,81.41902834268254,11.16599534742609,9.7859610653847,low,sandy,9.625526114899577,33.360758090344035,poor,wheat,12.882434481373894,reproductive,18.140952883580088
+32.598416675862886,62.76927547243179,14.197995954557465,7.825868190104933,moderate,clay,37.95315072027995,14.725961503537413,good,wheat,6.368495861685778,vegetative,11.309251206667232
+38.64183842627011,54.69904780809789,14.34054592436162,6.682383103523866,moderate,clay,18.54276772792442,26.556851053574288,poor,wheat,6.293144734633184,reproductive,8.76663634640817
+25.2231808939168,36.46942043111682,4.70421448424166,7.594587160746855,high,sandy,21.791690750509886,24.53205749298952,moderate,rice,11.820002348613484,vegetative,18.476707967465902
+31.54924598626585,53.60481458102545,15.403743022096494,7.679412533563221,high,loamy,20.681902502933436,46.31796992869486,moderate,rice,18.173180637378643,seedling,18.81700712817521
+26.62136952033177,74.03618728399705,0.392071360925641,8.10668704234386,low,clay,21.11098630364723,31.203335243949777,good,rice,9.50907664587074,reproductive,7.923805412831584
+30.76471743271359,85.27718470080643,14.32323769213441,2.53751385135936,low,sandy,24.387572888469784,39.35238496750125,good,wheat,11.39797557513137,vegetative,17.74382866840602
+26.239972650193437,45.10076423161862,2.041222070388462,5.302651358263104,moderate,sandy,5.945218291348898,35.054930594844535,poor,maize,10.126320979325795,reproductive,15.228649059743978
+19.715806160601872,51.31413103983016,14.59296416842438,4.361042542664132,high,loamy,43.10408104982911,46.21284641196071,moderate,wheat,15.551473388935689,reproductive,14.577565517723054
+27.69743540008452,39.23765964626557,10.542361811368083,2.564557108136044,moderate,loamy,44.680817420238014,45.90254228719627,moderate,wheat,4.682956651451489,reproductive,7.17076539163744
+28.21460503593606,71.44337365373812,8.745090013661843,5.30079197477143,high,loamy,6.780044071826324,32.43949162127916,moderate,rice,15.24177941073021,reproductive,12.76483562986449
+35.265096206504026,87.61130580059552,13.81332779522858,6.929387883305174,low,clay,39.92014371158821,16.75166658989992,moderate,rice,16.351165299976202,seedling,19.195016870154145
+33.38801764483953,68.45713319089053,0.7274166749446542,3.4279814397953503,moderate,loamy,8.252267436754883,30.39381777244274,moderate,maize,15.157736523370309,maturity,17.91042539126614
+31.5947905985361,67.02459180037357,4.469406513511567,4.44021395110283,moderate,loamy,41.351611922807216,18.006760795409917,poor,rice,14.50996698910062,vegetative,20.85491821276476
+17.834677388814313,63.20939583002604,12.32880284935308,7.113366575337232,low,sandy,32.58444748200251,57.957895780267776,poor,maize,9.63574317817602,reproductive,16.12222138533983
+33.015407266592874,35.30734444113219,16.94430813261636,6.634597260457707,moderate,loamy,18.785874275197457,57.50720490000687,good,rice,11.220920360615438,seedling,12.38979010685208
+27.50762890886287,73.77022958576302,7.622152738902339,8.950283705385791,high,loamy,32.62471695380756,32.83428311427926,moderate,wheat,6.601310366434964,vegetative,9.601040387974544
+37.35248840265398,66.12297261296105,5.175229452671141,8.329847757203067,high,clay,27.79907467890308,11.381393793818503,good,maize,14.767766309241685,maturity,15.685812820784742
+37.99677335326357,69.68860613137721,10.374728715779886,9.724888418288236,low,sandy,33.608967116526614,28.73218447831987,moderate,wheat,6.553856789254343,reproductive,12.752761734419495
+16.378914765044637,83.92866558164529,12.446305047736828,6.777546480907017,moderate,clay,26.391730009936413,54.75470043312322,good,rice,12.48546181561817,reproductive,12.03220430335212
+35.516039008861966,77.03764722366108,8.40206062811493,7.587738931293011,moderate,sandy,39.77935662459161,24.40105679567312,poor,rice,15.698089683901882,vegetative,23.104194394503136
+15.942434760566766,76.85491512927156,17.534213653195103,8.884050070515222,low,sandy,7.037129182630858,41.098992222930015,good,rice,6.135820099979126,reproductive,7.151729864225513
+24.179240642375568,85.63102613276087,10.468774177200268,8.719939558602144,high,loamy,20.492703891250084,19.19686144522901,good,rice,7.604677196614462,vegetative,8.777846408036012
+28.557499390526974,89.39609708777998,0.7164717514117003,7.749773136209875,low,clay,30.1679036639004,51.258210284242026,moderate,wheat,10.464032073078016,reproductive,11.44733490192618
+18.702519965678185,64.87696391766357,4.461079094123807,6.002049674991801,moderate,clay,31.47093639806423,54.59486604323176,poor,maize,14.00158331329474,maturity,14.9667640624959
+33.65784531422692,36.532896961869945,9.012940618356293,4.1856551058458304,moderate,sandy,12.629524414278643,40.7559848015102,poor,maize,8.494925370672389,vegetative,17.54965290776112
+15.208867604303464,57.54779446652618,13.954510380338668,9.017726031483248,moderate,clay,8.353832202398262,41.18812403041915,good,rice,6.023055882506323,vegetative,6.086056614174292
+19.21497621085092,77.25606878769867,4.395044875851777,8.213243537898439,low,loamy,5.94403792056183,28.92800147015583,moderate,maize,5.644959667920775,vegetative,8.494952468397134
+29.519920746336894,31.66351948571095,19.52514879434842,8.703255615667834,low,sandy,23.585613113132045,45.35456828102541,moderate,wheat,7.466602489551668,seedling,14.526244776885951
+32.85968905093231,33.41324630136894,6.3711651637616695,3.126314545177633,moderate,clay,19.86742295111009,33.92307932647876,good,rice,9.87835327907773,maturity,9.911221544982752
+37.91607756734791,34.02946694296928,10.649604137211767,4.518503025514197,moderate,sandy,30.551359701081623,47.27434339630284,moderate,rice,4.580067289392159,vegetative,12.595672970960818
+32.63741629836559,73.86214549969864,0.3793276946208235,5.399080303197209,moderate,clay,25.22816758567597,58.42559478588753,good,wheat,19.186498230008585,maturity,18.93208276845768
+31.79448175637165,60.06999771379033,17.697814428616088,8.706815778404486,low,loamy,22.733062470353765,51.11879320224733,good,rice,19.982537505994085,reproductive,22.03969816119035
+24.85852865876661,52.133876611235614,15.776693070503669,9.143093381717245,low,sandy,42.94942668703807,35.86656223193969,moderate,rice,17.810917924358773,vegetative,25.0
+15.032110638170035,36.33702271570416,3.9091600859118536,4.27914171404229,moderate,sandy,32.96822670091959,58.94442578082607,good,rice,17.066209357060718,reproductive,20.911345098109187
+18.00398146839055,73.93441501235336,18.66473382479686,7.491433338126118,high,clay,34.07453286888781,40.35411146841959,moderate,wheat,10.29518636058812,seedling,9.72310078740852
+28.36386361890098,49.261188633053976,6.316795275948093,2.6225136492205072,low,clay,22.182187180191548,13.243620978125168,moderate,rice,8.73007951649762,seedling,10.887710400391413
+31.878247146110493,45.91944420388003,13.843725767602342,5.276586175750089,low,clay,39.95799422514113,46.518381186008405,moderate,rice,10.358615503793803,seedling,13.861262182326358
+25.43620709741156,69.13915209321306,16.379526360331997,5.893352862015081,low,loamy,11.843940702417244,51.00310653752943,good,rice,3.321027170858457,seedling,4.327352820372111
+33.26697528820976,63.54065355581051,14.818289224743618,8.125062519192927,low,sandy,23.09003282403929,16.741970298516463,good,rice,5.715696720975743,reproductive,8.651829875387493
+28.046557383304467,51.7446385087981,18.351655680596824,9.135777894696965,low,clay,7.122825728087763,43.96449832403674,poor,rice,12.289284640621547,vegetative,15.471831548811434
+16.854404889857804,68.48924824833529,17.28549520681417,4.6982658865956495,moderate,sandy,10.194680878914776,56.04583203520964,moderate,wheat,18.761114448912863,reproductive,21.19908009389842
+19.80040627419872,46.27329122304709,19.8922302818322,6.221911119535211,high,sandy,8.668663530362489,22.57129764180854,good,rice,18.76422037903646,vegetative,22.023785457899653
+35.999955581098575,77.68981569625961,3.652228251522911,7.179585778940194,low,clay,24.864625920701897,39.25043044349364,poor,rice,15.144745138996434,reproductive,17.69342604858794
+33.12281866561099,43.75913701845924,6.095236024534001,4.629497831574517,moderate,clay,36.37959607642897,23.72941423290706,moderate,rice,11.243277802301652,vegetative,16.72346826774276
+37.369049675312375,39.53026172292094,12.7245173486326,9.884305705392356,moderate,sandy,19.071351979219383,48.72037074036864,moderate,rice,7.549350874100433,vegetative,17.123110092759436
+17.938931228023414,76.9463645699325,14.660943717831676,9.006195036560197,high,sandy,6.197497777567324,39.03300186123325,moderate,maize,10.038476250753009,seedling,12.405992330248887
+39.75556336537685,72.47352184187599,10.692101091114184,4.371222630932933,moderate,loamy,36.82437766301189,31.403817386152117,good,wheat,19.74370839725114,reproductive,21.40736186708693
+20.23516784874834,40.95833854210791,1.4785672977322983,6.063569847992387,high,clay,14.334488022555863,11.449399451821517,good,wheat,17.572619517685062,maturity,16.97396054043055
+15.29449690716605,36.97474516139628,16.83190453600764,3.846724905977955,moderate,sandy,37.52036095157807,57.23994739591232,good,maize,11.23664818415535,vegetative,14.369126076576071
+39.93557347633885,80.30394530920152,19.21748712042544,6.116031351226678,high,sandy,5.3309581232672185,34.886963648918986,poor,rice,17.510738730194486,reproductive,21.763862935135464
+22.026847136127827,76.59590893180129,8.110336876527896,7.466658758586279,moderate,loamy,19.055394553012043,50.2054771583198,poor,rice,15.707820380531896,reproductive,16.930364758666204
+31.700486312814,49.63544242197985,4.496249633976921,2.6841687423439025,low,sandy,32.955383588708926,29.5947455635704,moderate,wheat,9.860132666439036,vegetative,17.37887760185308
+19.41705785440763,69.491844492802,0.3862750992417507,8.960937638458173,high,clay,44.20178467097226,52.45518185061118,good,rice,11.399457768332107,vegetative,10.623818875306226
+29.505713304978546,37.449611192868645,4.745980721871705,6.749966947572668,moderate,clay,38.935779915768194,18.001947521277298,moderate,wheat,10.88007845687647,seedling,14.759520596481511
+37.60087466136398,60.42285954286069,13.998375496768444,9.916823188616014,low,loamy,25.23288739706902,21.57469560257462,moderate,maize,3.2467309148036305,maturity,4.661347583291096
+23.004529185710965,31.123817523625192,18.231787753454608,2.2047320579960257,high,loamy,37.33316612821012,26.66956979730514,moderate,wheat,8.46306834289651,vegetative,11.127518962094312
+31.75634940110898,53.496112855293326,1.8702613286353165,8.651986808785857,moderate,loamy,29.18936332786829,14.429766866216324,moderate,rice,3.658946915996729,vegetative,7.292831245123768
+19.69758971996041,34.490569288284306,11.0651837432386,8.33570438603638,low,clay,41.60280002260186,32.19204713501962,moderate,maize,18.04360174576891,reproductive,17.631049357085796
+30.619884967968133,58.50883080941295,13.910624970236649,3.0628200963202588,moderate,loamy,39.74294972993889,34.29621944316655,moderate,rice,12.971271242790763,seedling,15.890283478560512
+23.411258795437757,55.30089881117366,5.527616422125372,4.682445080667254,moderate,loamy,48.9133476071113,15.7399998873298,good,maize,9.869224188968404,reproductive,10.675162290349858
+20.280206464698797,56.66310159828336,11.39794078340604,9.078369624353382,moderate,clay,9.722213043921773,31.35493531198765,moderate,rice,4.6939943569911975,seedling,7.526355951377555
+22.82955126759088,32.71987812287964,14.304968520115455,6.147634360578034,low,loamy,20.33172080084369,19.864802534549312,moderate,rice,3.691182535989366,reproductive,5.694126543967039
+19.471026712694982,51.69698047690994,16.754384862707536,5.210251899737912,high,loamy,13.65695624682031,53.7605884891173,good,rice,7.354870953374135,reproductive,6.236802031238156
+37.54790269594707,75.38903094599499,9.04999701639962,9.243971458006731,high,clay,33.38456376119157,35.46467120547696,moderate,rice,9.728721895663034,vegetative,13.614100410810844
+24.929672157928223,52.134862401217205,14.957144378379212,2.7467561958164914,low,loamy,34.8812464054933,57.59830711498756,good,wheat,13.17943806112492,vegetative,15.80654736184442
+21.131982624359186,72.91031715657485,6.035659434796994,5.784982263218051,moderate,clay,14.171480776347249,27.0715746762788,moderate,rice,8.984760838269725,vegetative,11.08980926220912
+26.21019602539832,52.168723418024,4.2609349354431725,7.218992783802818,low,clay,23.969867001307605,27.069757137837534,moderate,rice,11.180545258055735,reproductive,13.999826001254396
+23.01340417016239,55.39436648941118,3.746274921813349,6.8683315121201005,high,clay,32.09676001488074,26.935592340872446,moderate,rice,14.558521262729494,seedling,15.20140306082084
+33.61048134533315,63.83352676975596,7.177454636514524,4.114211635271132,high,sandy,34.65289407347116,23.414225694419763,moderate,wheat,3.743220215487789,reproductive,6.566400635642111
+39.28049779713736,87.04091620842495,0.7175936357769808,6.506503236274692,moderate,loamy,9.619114298563453,49.2118307617757,moderate,rice,11.922363506628033,vegetative,16.618921380729848
+25.95084141744117,36.53162679879931,5.659836753304994,7.668494114287854,high,loamy,46.448277260203696,24.137040559569947,poor,maize,7.841385287154621,vegetative,8.31360437674474
+36.525834999306014,31.97482611967042,13.044456488864563,6.679083258613587,moderate,clay,6.53374017664726,24.400660668937903,moderate,rice,16.294536343754228,vegetative,22.555132850398227
+29.146576838990487,66.47743102860271,12.958380943202734,7.475697807818578,moderate,loamy,48.78240815987676,12.344812933281354,good,rice,8.489625064937831,vegetative,10.270386625253895
+18.93089162735584,86.94582533570559,1.4710761298298247,4.048629915110324,moderate,loamy,19.234661909844988,58.2680690785947,moderate,wheat,5.88669256212442,vegetative,9.540559932869966
+32.26556855203354,89.38338795328289,5.748312341612403,8.662791602174261,low,sandy,19.23555077277879,54.31469244235034,moderate,wheat,16.42013605253527,reproductive,22.579128020089197
+27.835862428145504,59.04985484352011,11.391153293558434,5.597516295879759,low,sandy,25.071169796314287,24.62548279212616,good,maize,16.069367013745765,vegetative,22.385036774350223
+31.265163081302585,58.08489726510591,6.371042750062057,9.89779075283655,moderate,loamy,36.27312619532196,36.03845186454672,good,rice,10.88678587181562,vegetative,14.041395322067473
+37.242185314291625,68.69782624471176,8.35976048377747,2.1862825653355005,low,loamy,12.18208026581684,34.137254817222775,moderate,maize,6.13243861536888,vegetative,12.162197413555525
+26.01086426640115,63.338085432298186,14.25621514231528,5.042522969981147,low,loamy,16.47431509980911,14.385154826287714,moderate,wheat,11.040322727885046,reproductive,12.915308672686631
+37.52944058043389,68.04528345684709,0.1853365891326008,3.443800418440887,low,sandy,48.27077081550837,36.55985693854547,moderate,maize,10.511531074474652,vegetative,19.623446377262304
+33.76672535704137,82.43996553227365,5.52787088176861,6.444876215952427,moderate,clay,44.45789646120159,15.666329844565391,poor,wheat,5.500574360163636,reproductive,7.623401350167915
+27.21512314694962,74.77837016925656,2.847444875700333,3.9456407549889017,high,loamy,14.557625815914914,31.70448133115248,moderate,maize,9.16983538730324,reproductive,10.384464267215456
+30.080553391449094,59.81264350120773,2.5521836552898347,7.899823572539854,high,clay,30.78551458553737,14.390214343050856,poor,maize,16.84816275639557,seedling,17.498042420512867
+23.139528312975287,57.711867540010175,19.18080432894494,9.054926898700147,moderate,loamy,14.16207877316587,39.44580928436004,good,rice,11.551470105975044,maturity,11.763166015489244
+39.58993249346936,68.37610491078696,7.531206631248355,3.687074828656887,moderate,sandy,29.75275659203425,12.45044418629377,good,maize,5.200014167686214,seedling,9.99971200251582
+31.6837790762599,57.342377065217846,10.541771698192797,3.285420946414387,moderate,sandy,21.45979827557795,41.42143150984792,moderate,wheat,18.03707595572564,vegetative,25.0
+16.09617131241575,57.46676107593839,14.676437741392652,9.002857485827828,low,sandy,21.309113295005275,45.36092346357408,moderate,maize,15.648211938544344,maturity,19.248643166653597
+23.16554764370022,30.978354107190288,0.9489494972010036,4.890175320708045,moderate,clay,33.57814332938822,38.54315965388352,moderate,rice,12.234283148275567,vegetative,16.509628416822043
+30.58286084397644,40.443848244438506,4.820452771153967,5.47666907967224,low,clay,16.332838167517295,33.47450152049517,good,maize,7.545952747439905,reproductive,7.711956745317715
+16.408331944980993,59.31081839974518,16.64295574687425,3.767756019548285,moderate,loamy,23.19168223377131,13.039635316779272,good,maize,4.64473251097494,seedling,3.721305919240596
+15.597104782978567,79.35920754302215,17.23981226355762,5.402518944409177,low,sandy,46.63664822315361,10.567663545364384,poor,rice,15.548973696286234,vegetative,21.84541143883407
+26.250605988195066,46.72362040362745,7.459018412816041,3.850400584623976,moderate,clay,38.991415969626686,27.12157646386537,good,rice,13.663965693520677,reproductive,13.701489798626495
+23.31725449231675,61.35860598786894,7.497231993035365,7.327419525073448,low,loamy,22.24775494770673,48.56262170320655,good,wheat,16.93398374763558,vegetative,20.120597718839683
+25.957465200829148,50.69772508555393,15.137937542177635,5.9910112998406975,low,clay,15.361783952974845,42.36389474836852,poor,wheat,14.714705749027036,seedling,18.26839874935757
+21.56733274700013,36.288239372375344,5.901404534997383,8.304483567703272,high,sandy,34.65552336354021,16.26404718652642,good,maize,5.627104823026456,seedling,6.350206223588294
+19.117943673574523,87.49790898427804,2.3418816227999617,4.501824928538356,low,sandy,41.34603585256168,44.396958160184745,moderate,maize,10.69172353620523,vegetative,16.17891750812114
+32.22858392450844,81.2804322150181,5.150709004811668,6.044760123672302,moderate,loamy,43.73441065801096,38.74577952055011,poor,wheat,8.305422946248083,seedling,11.614183724357378
+27.86427790669501,34.70954546801438,7.746894632715497,4.076186583817075,low,sandy,30.39265759413049,18.33615967728361,moderate,rice,17.712737789259634,vegetative,25.0
+20.00385528123417,73.18723574809708,1.0440941919019653,9.475791441973051,low,loamy,28.25599356553604,47.76508207106399,moderate,maize,7.6526397868081055,reproductive,7.45795847743168
+22.98973565649996,50.85479426145001,9.573605084003496,6.175485342328825,moderate,clay,37.38390805998728,51.51522543414159,moderate,wheat,11.420684766025929,vegetative,14.382759832705029
+29.795197691583148,89.69098842370755,14.800150255455568,3.3876999705435447,moderate,loamy,12.909507516758865,21.62787158368119,good,wheat,12.321944945948903,seedling,13.057532914248378
+16.805733706811946,48.14391118973866,10.274902889609232,4.182125273680232,low,clay,43.34625209092497,41.794314668165846,moderate,wheat,13.63113285534243,reproductive,16.786247015638274
+18.68632523165449,44.324306721756,1.4379068102901391,2.663215712992481,high,loamy,8.326557702027042,28.906624011512772,moderate,maize,13.79926741006269,vegetative,16.193298507994353
+16.831140102684753,64.07343289832431,8.80299262691917,2.222527964781867,moderate,clay,32.135760532082635,12.923049909294296,moderate,maize,13.975811141882822,seedling,17.54729060843569
+35.30793331785297,80.10756980059224,14.178092160856654,6.207374608565368,moderate,loamy,31.536208133553103,53.06766119431384,good,rice,9.041439037489914,reproductive,10.298307489748415
+33.81023083030023,41.55113230918788,1.1619330798037986,4.696983380204842,low,loamy,18.981604183497417,51.037224048088376,poor,rice,11.597838230296736,reproductive,12.192312948769729
+33.83282329698143,72.56416618315987,1.1969437945377703,9.710187642082452,moderate,loamy,6.595828581403482,25.897125407007767,poor,rice,3.993359049964713,reproductive,9.143100063026573
+32.9081335869007,33.684394988467304,7.412028063619653,3.3706511708918736,moderate,sandy,37.30346925044919,36.57525834052543,good,maize,11.96692736625478,maturity,15.475014701729927
+31.73463559174673,85.13608458662983,3.8992792824741818,8.351301221895563,low,sandy,6.087835541839318,35.61848197058576,moderate,wheat,13.575261697210642,seedling,17.479239600702535
+26.92479788445437,34.864494968837924,18.695615826168407,4.527771537543222,moderate,sandy,13.08252562650456,18.872956568507995,good,rice,15.654428048815078,vegetative,22.37906851610823
+31.056954087677877,84.85388258064975,11.626872074794862,3.7882990884696417,low,sandy,29.49065725837117,17.283695419786817,moderate,wheat,5.504168259744928,seedling,12.178872840177648
+15.959038869699366,59.44843496716217,5.746507988117924,9.75709455201046,low,loamy,47.29923643374203,52.21339377025197,moderate,wheat,13.53810843766406,maturity,15.7934897572949
+30.53661056641961,56.88546676775519,14.095534582299017,8.420612789966125,low,clay,7.967007892354853,53.36790572538863,moderate,rice,8.565382636041832,vegetative,13.490994716954754
+34.44694263842193,88.39842477002259,7.498581027186577,7.044967131562653,high,clay,31.04541213298015,46.25898550504017,good,rice,9.864821324372665,maturity,7.054985378498028
+27.508959009609757,89.42305066189314,2.6423128875802004,7.576968297790017,moderate,sandy,19.800186567913748,13.63827625037233,poor,rice,11.071999671405951,vegetative,18.280766884334845
+23.93783321068092,69.01068755766072,4.744644596871607,9.931051798804718,moderate,loamy,35.123808715327655,55.457108762021264,poor,wheat,5.191891843615236,reproductive,8.276343900919372
+21.93566837002448,37.62715751142291,12.854945689187511,6.745659270599094,low,loamy,47.88089670983592,59.037636742916646,moderate,wheat,7.080014715117729,maturity,9.363254760759853
+31.07005125405206,60.37020513931215,1.0375221199398332,2.8152036064556807,low,clay,17.086564204506985,48.78069645448547,poor,wheat,4.074051953886251,vegetative,8.559620353670024
+32.32002996574772,61.74978605733975,5.453780800961274,2.518929013611051,low,loamy,48.01671432718144,27.67063341233448,good,wheat,19.56112846538909,reproductive,21.712196181971496
+36.77418999656357,60.86678568811858,4.166229552843492,7.332854219790987,moderate,loamy,44.17818354127665,30.288738617649177,good,wheat,6.24302222835648,reproductive,8.793905538952538
+23.55835206152477,64.16951031120058,4.02270221353064,7.260809151401186,low,loamy,32.31751621244398,53.48183633899839,good,wheat,13.77353479607054,vegetative,15.587102867418306
+34.24430768463964,31.12348282766344,13.65524823951942,7.985390343824709,low,sandy,39.12065024398158,24.00930537785011,moderate,maize,4.963711803446668,reproductive,11.558379955981056
+29.03389560473345,72.67363688823013,16.51633833508729,2.87022984186091,low,loamy,43.91996019506088,17.092880555792135,good,wheat,14.84818591482792,vegetative,17.444272994905322
+37.07091226695198,72.74365811717928,14.317332161285174,9.559218198041377,high,clay,41.156088438116285,51.14021458357427,moderate,rice,17.87487333305559,vegetative,21.11913614542016
+28.19530270739052,36.92818651067328,12.914556316010245,6.409267311285158,moderate,loamy,19.70184585396522,19.66662751395081,poor,maize,11.079651567588297,seedling,13.492878571580938
+27.94074570994918,64.21436654674804,18.32903543635728,7.196444168169723,low,clay,41.56718345787198,55.36499143751911,moderate,rice,14.670103519944304,reproductive,16.54373549544628
+29.44692703602273,64.10167094614647,1.1678476084859368,2.278819067025042,moderate,loamy,19.10834785490892,39.78410635080445,good,rice,14.231215468390491,seedling,14.31367624156966
+33.732883878560855,70.947025211424,3.3496617195248146,9.687793716124592,moderate,loamy,44.01856815529534,37.76849261857126,moderate,maize,14.114162933917084,seedling,17.205835621490472
+39.117261970711525,35.12386152810487,8.288137113410643,6.500734789951589,low,clay,16.49597227881462,48.78746657000854,moderate,maize,4.800118440810638,vegetative,11.004782944821091
+16.83908385539414,67.59019843596579,7.449032870077355,6.506904903957029,low,loamy,30.75173867595856,10.823264410358876,poor,wheat,16.88411808757088,vegetative,19.31480224982053
+16.33586505977543,46.84511704478047,8.361032059260449,9.548442529843038,high,clay,36.18156400437476,45.67694982099344,good,rice,12.962768857469303,reproductive,9.531746370828634
+38.43875843518346,60.42017942977032,4.1290981008541205,9.434801425469338,moderate,clay,24.16060537620072,39.92469771968571,moderate,wheat,6.857446784973155,vegetative,11.990065991530486
+28.246890637955158,76.3994131622446,2.9900663116045667,3.762388734537933,high,clay,40.2337622899635,36.18903439151436,moderate,maize,10.477739767071975,vegetative,12.285824183135308
+30.3725753641734,72.33875618178081,10.18386494915856,9.448790575247434,low,clay,46.64101572604151,20.866306166285987,moderate,maize,15.325998215472662,seedling,18.64310406207708
+27.060590039868224,37.1341810606796,18.561050481375872,7.8929703150404915,moderate,sandy,13.38138923300093,51.4717222379433,moderate,maize,13.922114485271925,vegetative,22.263613590176643
+17.34143631518686,65.47108722696439,7.839389246998341,2.15120581865134,low,loamy,6.504919325155338,22.532516145363477,moderate,rice,5.594569987646132,vegetative,7.429428506899431
+34.20223446046666,88.14699185644432,0.8670642823905617,3.9187451899067063,moderate,loamy,33.1932387615679,34.488643757914815,moderate,maize,13.214132246240812,seedling,15.54530265989862
+33.68061612721468,39.40616624010013,14.12334685779049,5.303841163771571,high,clay,32.098408816303575,17.904017297189863,moderate,wheat,11.645426738496484,reproductive,12.93987913034598
+22.7925830373203,81.1744252635249,5.822098110543498,6.662579644046038,moderate,clay,20.35870041574674,58.6855103542038,moderate,maize,14.118394877135431,vegetative,17.22298501592243
+22.65598113071001,72.15288483322661,4.901900146097842,7.610637843909512,low,sandy,40.34583394818681,19.726644215651756,moderate,wheat,16.33512524312024,seedling,22.281745590793168
+35.94603452263796,76.44019877458558,6.485160013959241,3.681683151655194,moderate,loamy,42.17641469150787,50.16092007135735,poor,rice,8.593337202837485,seedling,9.925174781427984
+16.808931443533165,46.91749962855873,14.476310478157526,8.693604114189512,high,loamy,19.93935561421775,23.153962541482564,moderate,wheat,9.951707563134471,vegetative,10.485641926388793
+37.02762870891415,47.27333576279055,16.37638773740608,8.765722591113239,moderate,clay,35.70226248196846,22.80216187039992,good,rice,13.104341977346303,maturity,14.891753032212456
+21.41654224739786,84.3611673465893,11.761121346779271,7.079990554084619,low,loamy,33.89112822424585,31.085519445188385,moderate,rice,16.296292105735034,reproductive,16.855499493849514
+29.82461869388735,51.58992192555352,6.449575074391031,9.368751284125588,high,clay,20.41898786407434,52.29237978502506,moderate,maize,13.4874321867488,seedling,13.546927876302252
+38.39985447504444,33.78092344156863,6.209564662345564,8.503859415177503,moderate,sandy,48.61167154516611,44.37787087397607,poor,maize,3.250855069488829,vegetative,9.930122097178494
+31.95306253841616,66.035802214767,2.4861669981092605,3.772989274348327,low,sandy,20.588101307060118,53.58174221866686,moderate,maize,19.84709999899474,vegetative,25.0
+25.360745311675917,37.48906014251056,18.66602096470389,8.389414930482884,moderate,sandy,32.912781048682334,12.360615211940232,poor,rice,3.4838097833090496,reproductive,9.233097281423047
+32.23835522263538,77.79577448447449,12.762787979376393,9.62561663002484,moderate,clay,22.10568856894912,57.78463640268919,moderate,rice,17.760591356790684,reproductive,18.18891804425907
+23.599490907909257,68.50478655006344,0.5394923971172805,3.100851576147448,high,loamy,5.532486246689007,13.856844751379718,moderate,rice,18.396398375421157,maturity,19.06589390529291
+21.93146040872965,82.48359031327249,13.247341903733613,9.829583078328232,moderate,clay,9.123732264517525,46.053269456572046,poor,wheat,6.650443680966516,vegetative,9.79404440726899
+39.91708194836699,77.09023498695811,8.943068483870158,2.199942374160722,high,clay,15.454234933786951,20.358657734068515,poor,rice,16.17914354719575,seedling,17.01303108702937
+33.769755779494695,36.72681890029177,19.45115926093839,6.177337958190178,high,sandy,41.54756840210489,52.042242830753054,moderate,maize,11.105117647010164,maturity,15.256061635619416
+31.11799943454544,52.864240586065335,16.38137649612814,8.191145111827874,moderate,loamy,24.89291831866736,53.11808487595265,good,wheat,10.098279417130684,seedling,10.77749238115588
+23.88224108048297,76.47361499487523,3.426315076655964,8.323504820370035,low,sandy,31.488064892392835,37.56248714901696,moderate,wheat,5.495954503818021,reproductive,10.09124369958587
+16.229020728876204,55.04048839597954,14.40222237749733,7.877380553170143,high,loamy,47.473545767114025,30.143535963371967,good,maize,10.824777271737842,vegetative,9.38038784183864
+15.77642190087889,88.3419290867987,9.711320076705269,6.234810982025295,moderate,clay,11.616067026389832,49.668560333478624,poor,rice,13.838098749250271,maturity,14.164215504792423
+28.85453138621997,74.14442699360696,3.740903273398564,7.207714576563164,high,sandy,43.78187163314977,53.70156817199845,moderate,maize,11.467799101286928,vegetative,15.892725715487618
+34.05081802597628,30.92999500141926,13.974798146598982,7.59945748522491,low,clay,22.06562035833368,46.91298253369976,moderate,maize,6.806915030169054,vegetative,12.375313648336077
+28.434479761096377,82.79914149365018,10.947751573884908,5.956313793711165,high,loamy,20.186600106331557,55.345837917174,good,wheat,11.27870196957166,seedling,9.679837315596645
+36.019626798477866,36.048287092113455,0.6074775754314099,6.765479801077101,high,clay,33.14877309210607,41.32657935277935,moderate,rice,17.84372739003185,reproductive,19.008082053722312
+15.835663327330542,38.43142345080516,12.931759010576515,8.770944427660584,high,clay,45.4387347749247,43.523596579999385,moderate,rice,16.902527128126632,seedling,15.12947113318273
+24.168801910648504,74.06954403666305,12.699741797248814,4.503032169166618,low,sandy,20.684116059075365,38.59309808052393,moderate,rice,6.260286747795675,seedling,11.618457020763572
+20.92675977935445,81.89811356582882,2.8817032210292526,6.185650615749059,moderate,clay,39.26337085344653,34.40811186148983,good,rice,11.318348872326656,reproductive,11.537122652008936
+26.18182420392805,62.18097767397336,6.979754539933857,2.067837768204063,low,loamy,5.865893803651908,42.74302990619661,good,wheat,13.264955181885446,seedling,14.931829490883253
+16.809409829853063,47.34298397674675,11.717979415020798,7.499491198214345,low,clay,33.03957255655937,38.05776979395471,moderate,rice,12.04456614833997,maturity,13.594043568744905
+38.85329103927681,51.07893271519053,2.7756602821345977,3.563083716918734,low,sandy,33.37514012722596,46.56199877290744,poor,rice,14.230305511429322,vegetative,22.52477190886148
+20.581385026734026,50.573359775763365,17.05446755669513,5.848010029710151,high,loamy,30.02272341229328,56.71171930216365,moderate,rice,14.633483160789815,vegetative,16.803545748097143
+38.05769438708962,49.60068622857074,0.5497209257540758,3.6816417302436735,moderate,sandy,47.20201809176414,28.652359067348986,good,wheat,9.87062494710051,vegetative,15.965913882338873
+25.647328875917047,44.57458030929899,2.056748299387099,2.1882697166279383,moderate,loamy,47.23660759870056,30.55842092182613,moderate,rice,7.112754919653577,vegetative,10.8010488359514
+39.63810333138045,66.53202567775398,2.3221383970976817,5.865764413584133,high,loamy,20.3927394563282,10.751678876048771,moderate,rice,10.51792809668215,reproductive,11.277238368087922
+28.85145958650527,84.02431911390403,10.562142519501103,5.398668852885656,moderate,clay,25.53639135420397,36.351728202554256,moderate,rice,4.836585285005116,reproductive,8.127035785678371
+38.27082160439519,48.42494478500047,12.402280243372504,5.4011961081950455,high,loamy,40.65689976703875,16.570047819719065,good,rice,15.705430413337076,vegetative,17.454693636576803
+15.133724717355571,41.20165784768473,8.07481593002973,3.6704492794309616,high,sandy,42.97601303907183,45.80003553741107,moderate,wheat,16.18459677524845,seedling,18.404604775098758
+33.705970154522504,80.31465998228549,5.773336553363324,9.577636717985436,moderate,sandy,23.80859621766088,48.97934656664639,moderate,wheat,19.034872468061447,vegetative,25.0
+37.57626632756288,74.5069998533822,16.186347512511148,2.028057214485556,low,clay,20.706196682449143,46.137028332929376,poor,maize,18.28261417722868,reproductive,21.579951579704645
+18.493014174473853,85.85022189359464,1.3657196745284028,9.13236359997871,high,loamy,41.92774383925078,37.33221741545638,good,wheat,5.164346197612515,vegetative,4.626254985375315
+17.403146293303788,39.931184136294576,5.605837222655834,7.895215385115857,moderate,clay,21.9591269777895,36.710864530039785,moderate,rice,12.280695633531868,reproductive,14.991274912891392
+25.61431517964889,38.65507884699549,0.7823115760794153,3.376576268266172,moderate,clay,23.235448667118085,42.32769704125376,good,rice,14.993967273532538,reproductive,15.556061649264564
+38.34197265332338,62.4857636582998,0.2778026993253601,5.777535890428436,high,sandy,11.098869399749784,37.73504079979728,poor,wheat,17.08079509892819,reproductive,21.955317707688767
+28.55966400476097,66.86601929010573,7.067597738644025,9.91080065206618,low,loamy,29.43271118938709,47.51454470667595,good,wheat,8.067291443434994,vegetative,9.79135946273994
+28.186411593043303,58.81040651157537,3.89647324889864,7.149585895874458,moderate,sandy,19.69016294532272,54.72639073402173,good,rice,19.777764428383897,seedling,23.592973661070523
+18.528152957483048,65.93799817943253,5.367317096764925,3.01901379054934,moderate,clay,31.57730282402957,36.80647467867935,moderate,rice,11.573605185907615,reproductive,13.12700957861536
+15.01973777733047,40.82278613250428,16.418943149099363,5.661137910851455,low,sandy,25.16940803588704,15.51708090143654,moderate,rice,10.859032781913152,vegetative,16.015435194785862
+35.25350226863653,58.77682524984501,3.259601924984428,5.745624772582499,low,sandy,38.666140824360994,16.551644180627587,moderate,maize,10.173329546963496,reproductive,16.345664777101863
+17.189364074655956,69.48555365638006,15.604667343036018,8.418106663064867,high,sandy,17.499779249322806,28.79592234468572,good,wheat,6.026050996833027,vegetative,7.449669306023712
+30.8462454683831,55.96238695492222,13.501012462927273,9.329303462609245,low,clay,12.73998014632746,34.81463717513226,moderate,rice,12.487481950455132,reproductive,12.809514612561022
+37.86541136287978,70.76684014899587,6.528910502816654,2.6579323463098765,high,clay,36.633189234848544,21.25251872695334,poor,wheat,5.119474030169429,seedling,6.384046232570585
+20.216297828960776,57.07147683323038,10.931122903525756,4.512298295622658,moderate,clay,22.28572412960823,32.63751033441042,moderate,rice,17.34006208571411,reproductive,19.791433643474264
+31.63182090592277,50.01597485053664,8.888712195490776,4.38750501508092,moderate,loamy,30.362160876615448,16.78669584453401,moderate,wheat,3.818507152883983,vegetative,6.371117168631479
+16.967464417687736,48.21630282522554,2.5679063099533077,9.968384999352146,high,loamy,47.34809311555107,22.041500382261297,good,rice,17.4929647233236,maturity,15.95337092113067
+30.093878595940325,54.65412353931528,18.143706434683512,6.4738169335311975,moderate,sandy,26.78421627401838,46.69794740581302,moderate,wheat,16.784134781784495,vegetative,25.0
+19.098293023830067,31.38537736093205,11.392359351715202,9.038651968959876,moderate,sandy,11.857645816100453,59.2785161187206,good,wheat,8.111815893928718,vegetative,11.183278442350971
+33.39883901287945,70.11150830676682,17.6048009159091,5.408262795558591,low,clay,24.201658093571023,19.31015477720652,good,rice,3.606089700866036,seedling,4.628599614791244
+22.530782369847707,80.70633845881571,16.476530236265805,7.781785203271491,moderate,clay,26.53389391245327,26.954828998959936,moderate,maize,18.035882337547196,maturity,18.235603329511587
+26.58477522011616,51.27762566658711,1.5955185061884647,4.292685138433169,moderate,sandy,39.46902848950699,27.53433234809344,moderate,wheat,16.673507535929662,vegetative,25.0
+29.985763550690542,32.76198816850312,4.145413320369049,9.294288187913867,low,loamy,13.78347149734867,21.16630398276437,moderate,rice,13.789599614685084,reproductive,16.53900502592709
+19.28183526665599,89.20653584313345,2.905222287496616,5.64116992789227,moderate,clay,20.610579530450256,20.20284760745982,poor,rice,3.935556456750966,vegetative,5.280330263971314
+33.54094546544052,45.82189532706401,16.615590655738373,8.429803978528698,moderate,loamy,7.251274380395852,16.584716693918985,moderate,maize,11.648564504763373,vegetative,17.47205184448949
+22.56600851592037,37.59726730144638,17.248932529104046,4.046535066740518,high,clay,36.58900691336924,55.375729788643554,moderate,rice,18.879006000581505,vegetative,20.371466766880427
+31.55929649781884,52.18515047838167,10.55943019616732,7.548834735375033,moderate,clay,38.47695547548438,42.468617679586345,moderate,rice,4.81602852288553,vegetative,9.474909705910092
+18.95707626748434,74.31342243801339,2.0835614501601385,5.241267235200287,high,loamy,25.57361159612407,24.52339715677715,moderate,wheat,11.669418007356986,vegetative,11.75305709666666
+32.20294148015876,47.634995813433946,2.712332370860324,2.2515153837963764,moderate,sandy,29.222089639894666,22.904723192154385,poor,rice,16.658255502621422,reproductive,23.150102603107868
+18.204701820261544,64.48219223516926,16.270976248765347,5.304066030072508,high,clay,38.74162272042774,39.48615771918647,good,rice,14.239928341400518,vegetative,14.439902074070185
+25.63391240674959,54.93359966622853,18.583802730586605,6.400173134043364,moderate,sandy,17.073564371327166,44.8611188975749,poor,wheat,9.705818200311944,seedling,15.500847785569093
+21.18015184347192,37.06583953659711,3.9895137022131344,3.2140929113054018,moderate,clay,32.31343786506852,22.650428447200756,moderate,maize,18.163980446213944,vegetative,21.43493923536277
+33.70938123570457,49.81722074952661,0.2227515294434612,3.4713048415409204,moderate,loamy,48.37637064582277,27.35814254611213,good,maize,11.960367489950247,seedling,12.422519745781525
+21.550875112671864,73.492230342844,6.619058103015558,5.718902386585255,moderate,sandy,34.60855182854914,24.53061610399415,moderate,wheat,17.770843210477707,reproductive,23.038730509089
+37.0429326598849,66.72023383988673,0.609987792957627,4.741837699467253,high,loamy,8.514956152461377,14.385416549292724,good,wheat,13.397664992026073,vegetative,15.959302469503385
+37.29550528516532,37.18670279301366,16.55949832156076,5.525924304026901,low,loamy,18.061703122830767,29.326422021076823,poor,rice,8.319720548564892,vegetative,11.84048262115974
+19.91103288056965,39.79934458285851,9.830245144525032,5.686615914581783,low,clay,28.360697259349536,36.68055871349657,poor,wheat,18.278134203502653,vegetative,22.21485715991497
+30.34614862519311,68.44400155844673,12.837215575260396,3.120608349622045,high,clay,8.27018450080816,42.76831271671848,poor,maize,17.954191682749567,seedling,18.55819872392803
+17.19294104299911,78.80492485925214,8.229697522730843,3.449556602160918,moderate,loamy,35.445641534657675,30.836834274497345,good,maize,8.214099333246148,reproductive,7.656907384090177
+24.78842749004073,50.96846975749016,6.910150940249638,8.785323147835953,low,sandy,34.43954896728127,59.16850592148106,poor,rice,6.677853457025882,vegetative,14.280308174562167
+32.83304323753181,65.71864511060701,4.444008261521697,3.3017495144838724,moderate,sandy,44.434566078213386,41.29188463259342,moderate,maize,19.639418915004757,maturity,22.809498217808788
+31.485581171247908,40.23861532512632,15.410650940762912,7.327314664066087,moderate,loamy,27.49967546693945,54.32922792856113,moderate,rice,11.050667653809272,seedling,15.500347437873316
+30.6175167351652,48.68258021431943,13.910951688310586,5.348224374142337,moderate,sandy,36.14623473949181,55.79938813217762,good,rice,19.95971450315721,vegetative,25.0
+22.06352159156109,31.216212340383155,7.214579689921723,9.745893487757126,high,loamy,13.190819389387704,51.069968197564485,moderate,rice,7.313309522225811,maturity,7.4614448081260925
+24.45062373586005,76.09655686797134,6.422322685983659,2.5288348951059003,moderate,clay,5.129136171020895,23.49927911637204,poor,rice,4.722878402374956,reproductive,6.917414019002282
+17.573653617507155,54.06058918637801,0.02485757297358,8.643110928246095,moderate,loamy,12.751429746211524,31.56385536906149,good,rice,3.130159091184803,seedling,2.096069636106628
+32.97557051084003,78.96753441923724,1.2710426009094489,5.931593848820972,high,loamy,7.799656923815746,10.019257537369285,moderate,rice,8.307324071506917,vegetative,11.55321156431547
+27.59721991978184,72.50237976136358,12.465110497852695,2.042818966913509,high,clay,24.24731111866776,32.57034430763326,moderate,wheat,12.94193335209046,seedling,12.949423260021662
+32.71914080864136,79.72465594370861,10.292146204709232,4.10928175151643,low,clay,26.073650176862547,24.687635277851285,moderate,wheat,7.229180739642759,seedling,9.483861194465414
+21.22358811992182,47.139520174972965,8.69606408970045,5.261574820394156,moderate,sandy,34.00127138793651,15.594803816539072,good,wheat,12.787917560142349,vegetative,17.739779885936507
+23.110955715876656,41.10652382567071,16.550044816033168,4.513558027591401,moderate,sandy,11.33473398898598,51.92939260116507,poor,rice,3.958113015316447,reproductive,7.938722087050652
+23.355383431502865,88.31434095910024,10.077964088056932,4.899595712111466,high,loamy,14.66222438732851,43.672343299002975,poor,maize,19.498386541845104,vegetative,22.253924460822045
+15.643560243680405,73.03966722245218,7.689871628146399,9.333375273097438,moderate,loamy,40.92467731509269,59.95517708964179,poor,rice,8.905188681372335,reproductive,11.368460640228324
+23.52619682076559,80.04253607560022,3.2251269504996998,4.8874722591386215,moderate,loamy,30.943512265063468,34.91942212043817,poor,wheat,19.54626856522276,vegetative,22.28922975740925
+35.08261433795084,30.788002422596023,16.413760164292384,5.350635035221862,high,loamy,6.321361715801982,26.53530679854384,good,wheat,12.088274631568352,vegetative,14.21664817534188
+37.43246239374346,51.2676972177532,11.524965002423755,8.089052428624903,moderate,loamy,43.17821025457642,23.190569755982544,good,rice,10.926663653746186,seedling,13.461546313373384
+27.955457890898188,74.5690014346399,1.8491993184551456,8.350668525987,high,loamy,33.34125192009816,31.768054846847573,poor,wheat,4.523266853019628,seedling,3.5252152654543787
+26.387542380480504,34.678969979399,12.977967959941516,2.6727172142935567,high,loamy,13.398759789641849,25.49360892892451,good,rice,4.441072276263604,reproductive,2.694137534260626
+15.770615467484255,64.04039577413613,8.501414909768199,7.632560276536034,high,sandy,16.342958356561482,59.53792767910277,moderate,rice,11.732674659517931,seedling,13.070698134622573
+36.98010843963456,55.74436604730019,16.227724471759917,5.860575629414206,high,loamy,29.90963362213592,19.13969627252096,moderate,maize,8.412559858027539,reproductive,10.734709297761286
+15.325255335646816,31.05699042846644,18.37829193991993,3.070831145901243,moderate,loamy,30.23605316867011,10.9564847472254,poor,maize,6.165891366637425,reproductive,8.297776151344529
+38.618752005255296,44.158534627167086,12.00931626352492,4.117684511575074,low,sandy,41.23348987731701,16.499974695038603,moderate,rice,5.30099329782709,vegetative,14.419450931680048
+27.230406217202265,47.08751934400286,14.63225638626733,2.360283978452149,moderate,loamy,21.13621871780024,54.576616336198846,good,rice,12.49720566431247,reproductive,12.85871086965875
+23.548362339368165,36.71159678077935,1.131816952043314,4.881897510494682,high,sandy,29.718641594863644,44.69596296447441,moderate,maize,8.121150516657142,reproductive,11.450737199107351
+38.1054608710665,67.89221458455962,11.205109100023146,4.043251522672193,high,clay,31.214209032420104,49.19861052822369,moderate,rice,16.700013373609046,reproductive,18.97999419511955
+15.609774827752418,44.54387257511334,15.106799567109482,5.056827179040141,moderate,sandy,30.140438797699822,26.023578349946977,good,maize,4.528238724579003,reproductive,8.594211278893601
+29.53562237172718,46.657169977163306,9.935242989562074,6.642724380246055,low,clay,8.280763041997961,41.13517791920192,moderate,rice,3.138539926257282,seedling,4.844408875608891
+28.72331311248344,83.89431589200885,11.871001790086744,7.858716416292959,moderate,clay,23.50637934952469,45.394931839745965,poor,maize,19.01367133876149,reproductive,18.96761600271925
+20.483010030284557,58.02738556158837,17.978963711620885,6.842815892476238,moderate,loamy,20.24978545801794,26.32080560922783,moderate,wheat,3.293376626879545,vegetative,5.618192019876767
+25.722185783755265,53.52768881815634,3.9619914406239887,7.427018418079566,low,loamy,49.67499732076703,46.22638455464276,moderate,maize,17.619180386101633,maturity,19.13770604990046
+31.306600148594256,73.43226229888303,1.9649301510382375,8.925112964950348,moderate,loamy,25.95598535694396,41.4829357899434,good,rice,17.966232407862215,vegetative,21.125929281323188
+33.17827992204819,84.57682781297473,13.81287226279002,8.990595547692088,low,loamy,24.585254406074576,24.811750015006083,moderate,wheat,19.096029059000276,reproductive,22.09343050874271
+15.017921467664497,31.50218017424663,16.45697811044888,8.885754786873392,moderate,sandy,26.76594048901518,12.64279425898788,moderate,wheat,11.411403394087568,maturity,15.532560731565574
+38.42133575227538,56.89433079332379,17.00980377165127,3.225351323836213,low,clay,46.36771618862132,21.893241095385964,moderate,wheat,13.603948230256734,vegetative,19.248323597329957
+19.11313430982031,66.64688136467683,12.832889941824403,4.008553068749163,high,loamy,32.515423458549094,40.97680904632443,moderate,wheat,9.226667038656972,reproductive,9.124324283597367
+20.83951085555898,49.113785887559374,16.664268363416067,6.018602439420577,moderate,loamy,22.51145243696237,39.95153286381279,good,rice,19.51969244996149,seedling,19.010100710207794
+21.586836142346208,76.3444633273945,14.013284114465804,4.869914352128216,moderate,loamy,46.065982844780805,35.38245756574595,good,wheat,15.440991903360397,vegetative,16.919001251514167
+15.945503413800882,88.28862421621643,1.747538318135815,3.0533517462397057,moderate,sandy,46.84293237051782,22.57375507616883,moderate,rice,15.250173167700726,reproductive,19.51369829630748
+18.076303089758124,86.605641975017,15.240870157699762,4.302001876845211,low,clay,16.894073023936798,32.22683712757026,moderate,wheat,9.008216254559468,vegetative,12.356278781780226
+39.65874807360405,45.95895236279651,3.587193791006593,9.803430093325112,high,loamy,22.70282414692927,17.202187661478714,moderate,maize,8.119905651293948,vegetative,10.311377035508318
+22.88041843443215,43.58029670624916,4.732186851819455,4.775414043972289,moderate,loamy,48.49064015217564,43.11914730355204,good,rice,12.475322349190664,vegetative,15.59487559367661
+17.882527258476234,87.44943186127327,7.893012539973297,5.351312546367692,moderate,sandy,29.347190998799874,53.45800232884008,moderate,rice,4.382208055631898,vegetative,10.4191052486767
+17.674781529365582,57.51770924588796,6.291341326526738,2.051211374858376,low,clay,24.42852849607924,33.18429493513509,moderate,rice,10.12190942262993,reproductive,10.27291288451262
+32.986499191749296,42.4978633850815,6.433034766058241,7.755319038321589,low,clay,13.79320408739902,20.64987732885698,good,maize,12.04384337862196,reproductive,13.200760481252562
+36.36421660081602,72.41981781782509,3.3851904840809155,5.308400524363038,moderate,clay,22.299747788507812,51.39431455717279,good,wheat,15.753327635625068,seedling,16.940035589932272
+21.42380748771175,47.06521943422749,5.877420942190888,2.8251205031612887,low,clay,33.40556261244258,25.65397123060574,good,rice,12.71810499547698,seedling,11.991515377641392
+15.522737808380874,46.03481850426314,0.3932517995176354,9.748453906437376,moderate,loamy,6.741551632571401,39.698381611381166,poor,rice,9.630202667011243,maturity,10.85062594121642
+20.577250461133893,82.75494258466708,9.45821893376652,8.219465700680693,moderate,loamy,8.7487829050847,13.77107628600351,good,wheat,3.475015679845888,seedling,3.4868333288426645
+16.412892269918935,39.748749202614206,15.371819175396135,7.809200715461815,moderate,loamy,5.241938226069216,45.89687221148167,good,wheat,15.04303604709876,seedling,16.02081037552347
+17.584873415751037,33.86357678797418,17.244947384496793,9.662978678733356,low,loamy,14.851730053561122,33.03358524654228,moderate,rice,16.053169615336458,reproductive,15.837707734380572
+25.787702996191054,46.15118641030124,16.40857117918877,5.259840676137102,high,loamy,13.234675948970835,31.167431106169555,moderate,wheat,17.521699020873125,reproductive,17.76510966732832
+20.74795927154081,66.41672477029223,8.329154379902263,7.748268322339587,high,sandy,43.28634564331326,56.74182350805256,poor,maize,6.36829961084001,maturity,8.314871940418044
+27.898646963135583,37.38527120419623,14.608529623277123,3.6496631790836087,low,clay,13.33571101753119,34.574477149590045,moderate,wheat,11.582438880878714,reproductive,13.656250436453362
+21.33734383142976,58.29568033660762,5.757815481904249,7.57696437961696,moderate,clay,34.75314616386292,10.837525661440308,moderate,rice,10.826834947385242,vegetative,16.421284052219022
+38.51343252757369,67.64022662551919,1.1112494543523588,2.1126327375008227,moderate,loamy,10.32616103024193,57.99104416793288,good,maize,15.933653132301949,reproductive,18.64345504168903
+37.64859919815662,80.92421955559044,13.519430507825332,3.010443043524913,low,loamy,31.71018966210402,10.610644678009702,moderate,rice,11.550690094127376,seedling,15.664381753327444
+29.17015262526165,43.79217547213526,12.97592329472812,5.402071348822788,high,clay,24.602906826672264,36.793472212907545,moderate,wheat,16.563313490795473,reproductive,17.31480003949505
+23.860599799684653,79.04077940296736,16.03258790925751,2.0967415584480653,moderate,clay,23.390065207714485,41.67985111921054,moderate,wheat,4.409142899899022,vegetative,8.128921540336533
+24.528672050868387,44.09437566787432,12.322124134057598,5.695726843603354,high,clay,43.54528517080769,54.72420776958592,poor,wheat,3.912499362918844,vegetative,4.772734310203429
+25.296307078612426,70.60599247437844,3.137832499478328,6.182333992520031,high,clay,12.547376005956584,43.96062305000779,moderate,wheat,7.533767697729478,vegetative,11.069425301253927
+33.1894830533736,55.84041428894731,17.063247841003964,6.972852780696656,moderate,sandy,31.78481712227499,50.556639347379615,good,wheat,11.063215841996984,seedling,14.36502176748323
+26.290974887970947,36.88087454272021,12.545055760374016,2.803093415948931,moderate,loamy,41.9838825150526,48.496130067398354,moderate,rice,15.771039593756631,reproductive,18.45638193902947
+36.41824866264744,72.85580776931093,16.15219398070008,3.4480953050176986,high,clay,37.12535701224986,20.67674310516424,poor,wheat,9.213668757578509,seedling,9.7403142683058
+38.60236964825911,43.06575711294107,15.482142407520817,6.906266965737561,moderate,loamy,49.25056195152473,45.02340359626034,moderate,rice,15.599062264385944,seedling,18.683337965922043
+23.398653834473347,40.59740556147549,5.957289744501768,7.265501699701114,low,sandy,5.094764441117423,41.87910875740887,moderate,wheat,17.133644844592496,vegetative,22.637237501403835
+29.017362034392,51.49937571536299,1.4910594970410471,2.20720182568221,moderate,sandy,44.79616915326593,22.19854265460417,good,rice,11.543591345658788,vegetative,17.715478089672455
+17.37641342081411,69.19741468556902,3.5300881817916974,6.322938896920306,moderate,clay,32.60531103142202,16.416548481940644,moderate,rice,19.28744309282027,vegetative,20.50253798728584
+20.01172619415897,44.03978872743767,1.857246686265015,8.27985385599066,high,loamy,5.111803879435731,47.581968548779926,moderate,wheat,5.588041551615939,reproductive,2.685225861174765
+25.336644167754,41.019692326913145,4.868248641602728,2.5528070222831527,moderate,clay,25.94722196180784,58.55631352339401,moderate,rice,8.026022474216552,seedling,9.580148522564318
+20.15506789754447,30.59721754280186,9.19064546051986,5.305382921972158,low,loamy,39.53468197125531,46.922291818186736,poor,maize,19.95852154107934,vegetative,24.10183273987549
+36.91401226971794,58.29858582610342,18.136212099625656,4.612090184240815,low,clay,13.214601279985288,47.47249382241783,poor,rice,5.834968549786478,vegetative,9.783098915327
+18.95715640147745,55.71873415891096,17.440375118412693,9.309325002816134,high,loamy,35.531473168057786,18.335225698280595,moderate,rice,18.4923936723472,vegetative,17.858642717610124
+26.3915205388273,44.03206461824258,14.37199630191456,3.4864191456516425,high,sandy,11.28507891494525,22.35276807897322,moderate,wheat,18.64367175977049,vegetative,25.0
+30.14248101149689,33.219129840581445,0.4822471909565196,4.546883305155841,moderate,clay,41.15535974553405,39.28813175767027,moderate,rice,13.870138541517816,reproductive,18.59018246409013
+32.29659770402111,55.755352475750215,6.82778402641107,9.187557959930423,low,sandy,30.580851574455696,11.57154199274751,moderate,maize,3.832477129182721,reproductive,10.17374734771328
+24.57673424316267,77.29230666429788,13.646968529690396,4.645226448479782,low,sandy,6.524899369946569,43.396147151658695,moderate,rice,11.659136603228566,vegetative,17.95696674989777
+36.72747671811821,72.91692787963062,2.5805779367813675,6.250779524684755,moderate,clay,9.089406837137147,17.24056258944951,good,wheat,4.176739749519937,reproductive,6.135755938358134
+29.20797877694814,81.64769339161022,16.021757000318175,2.264282697847035,high,clay,43.87392723510695,30.6698185606507,moderate,rice,8.636064362402585,vegetative,11.391749871362816
+25.9876945111888,30.574961262789337,18.291473599751875,9.879219489400288,high,loamy,6.485063767510298,26.0094063032647,moderate,rice,3.2940636875158478,maturity,4.145806158941002
+16.681015851300916,87.9851590082759,7.082088932756509,8.599573662969515,high,loamy,18.434416950241687,15.322775023879323,poor,maize,3.7796069724373336,seedling,3.311557934747578
+26.617236711129124,50.4847351576469,14.116861237276668,7.07520755797341,moderate,clay,30.51103494087929,38.938574275725685,moderate,wheat,14.852488061426277,seedling,17.58097555596583
+35.518396020393254,89.42386776551788,2.964082653374267,2.4860421847198424,high,loamy,14.604790116903748,28.06229259535486,moderate,rice,19.69818726723484,vegetative,22.00448922612392
+30.363525455532887,45.15716763610648,13.81632898226054,2.598959690982245,moderate,loamy,15.09044745808504,12.199249266536937,moderate,maize,16.303764625299348,seedling,18.945993584890765
+35.80406134322796,58.29218325469469,0.4291082457408657,6.359789046325518,low,loamy,39.92153052428416,32.22099891206271,good,rice,9.732345588405408,seedling,12.005990505186924
+27.350291764982643,51.23566059451822,3.0154301362220197,4.280515489627474,high,clay,18.09475629404221,39.51294353675392,moderate,wheat,8.735288118110477,vegetative,11.377435142984984
+17.961542627362046,51.34564289965816,14.1976289321734,6.982315580025387,low,clay,6.736232726434626,16.520717780052877,moderate,wheat,19.896124266657143,seedling,22.071909043334617
+15.340996145897028,80.53692592489296,14.237004457526124,6.785539854782179,moderate,clay,37.45048100028232,39.24969505249673,poor,rice,6.939819292920765,vegetative,8.80485605133467
+22.58048866796478,74.78513638424033,12.82325411690354,8.709211186234382,moderate,sandy,47.94646812686833,25.101206828440155,moderate,wheat,3.657438001630154,reproductive,8.472351054598972
+32.449761787444814,89.52908611380289,9.547280487684064,4.251016485701139,low,loamy,42.43702894741382,22.98240698566369,good,rice,7.440184162881573,seedling,7.480739576863911
+34.756497598542346,66.81088096305075,13.4981618234389,6.62290819592794,low,clay,29.68529132637792,49.77416049810508,good,maize,8.808512222949254,reproductive,10.18850140782739
+22.39382086550824,57.79539626367016,15.476015965775764,8.218906550710088,moderate,loamy,24.11976888683941,33.38708360645089,good,maize,11.29603736273963,vegetative,12.781186939154033
+27.39134802208118,35.40443177681347,19.329633180734877,5.92618389057861,moderate,clay,46.632432689953056,28.89615006011523,moderate,wheat,14.86325056680808,vegetative,18.95274047599214
+25.52797261085204,89.79368517083141,17.7728206309721,8.645149319511557,low,sandy,39.4801447243192,50.65111948885382,moderate,wheat,14.153199800210311,vegetative,21.72773818844072
+25.2630696087857,63.091839175936975,15.890684051322491,3.050209612590184,moderate,loamy,30.67957585557515,55.51721263039232,moderate,maize,13.685554789978015,seedling,16.14759991257108
+20.783717830003763,72.0286481814085,13.895150334287456,7.871182121177147,moderate,clay,44.59200435110651,25.754180922902613,moderate,maize,18.097862999879467,maturity,18.46159175988678
+18.409277625736458,54.40454323147869,11.483110908647344,9.543856732167828,low,clay,32.07705635649972,12.519903165055744,poor,rice,12.870583635601816,seedling,13.693356291524148
+19.917213955780326,62.86294249075415,2.412176467038325,4.655066567948529,low,clay,48.80771004209479,37.03587817141231,poor,rice,5.990556653887976,vegetative,10.183224856284337
+16.383309679083652,86.55466391357322,3.311136841967859,4.93069153929572,moderate,sandy,43.623071523279606,45.75768517626983,moderate,wheat,9.136487684156702,vegetative,16.771565108669545
+19.953268545589424,39.98516627589616,16.40559121341799,2.6683974175268377,low,loamy,29.770035381297763,39.38953721311262,poor,rice,14.430534881454026,reproductive,16.87208476258534
+15.230022440634489,47.54235505981528,16.06625824414441,7.131942236597694,moderate,sandy,46.52762943268172,44.402787511007055,good,maize,11.929160026398794,vegetative,15.822867692011211
+30.681460015899457,39.12358366668194,12.289178519467258,6.4196058050789615,high,clay,20.409752915783827,42.3362138601262,moderate,wheat,12.840527387898224,reproductive,13.351686562902737
+22.90938518469207,77.53295422828648,8.776802654323069,2.3227660698589423,low,loamy,36.54171596106944,57.79974546150388,poor,maize,8.07108889125275,reproductive,9.928020451660778
+39.32861778567272,33.722715625309775,0.5206529964721129,8.017696215770494,high,sandy,12.707402126214047,53.29589898131261,moderate,rice,7.899365183728363,seedling,12.828597758978226
+19.84292626940745,34.8978989910803,6.543538850570878,8.6342759659602,moderate,clay,45.29142117762506,16.59217612054379,moderate,wheat,10.656035159217794,reproductive,12.486875888842563
+23.645714257739847,47.90964676724212,8.412793151306357,9.256956833126033,moderate,clay,16.162256744987854,32.63019390216907,good,wheat,3.5761178096969126,vegetative,5.078368939393222
+23.94602896603833,60.85129085526067,9.716325723468412,6.365872689365137,high,sandy,47.70646302320063,32.73842788454837,poor,wheat,10.356206463311198,maturity,12.70043335824687
+15.211287401561512,54.37648803357519,18.586491971224184,5.620640279214059,moderate,clay,5.764615580636534,32.8166855230149,moderate,maize,11.346234062233238,maturity,12.575498790673691
+35.98019882598648,32.68897864024844,2.1741879960028565,9.009097236256618,low,clay,35.682660353138,56.53519745546396,good,wheat,4.023820055194552,reproductive,5.380460077557293
+15.79986150360812,87.44949347225709,10.377338395595409,5.189574552545112,low,sandy,11.752527636570036,26.3596431852701,moderate,maize,3.5571997806779674,vegetative,10.248037490859904
+38.50449586823103,87.17217122148503,7.358445939165595,7.243545001876494,moderate,clay,39.68651624834349,40.71365185910872,moderate,wheat,3.153810116815967,vegetative,6.357742420322736
+37.30185877734051,46.76137939444559,19.801962384321037,6.922898051207411,low,sandy,27.13576686320992,54.81567233336519,moderate,wheat,9.15017311512216,vegetative,18.68402708870159
+28.38804790214909,73.89153691611489,17.237280325658105,4.977288798548095,moderate,loamy,45.93426136538759,12.526932649930137,good,wheat,11.470662566607064,vegetative,16.1687943182831
+28.589889372782302,64.71452468299343,8.775717084778417,2.695119500528385,moderate,loamy,37.17811443715147,53.92769863888395,poor,rice,5.93751925511441,vegetative,10.525715821175355
+31.34444807390391,44.248601700337446,19.99391218709521,2.171324309365485,moderate,sandy,39.57196948918236,48.247949907658,good,rice,18.225391998147863,vegetative,23.669206481069796
+24.67625029837217,45.73029310449692,10.281264929429929,5.425901924283098,moderate,loamy,10.42157161310852,20.39361960044488,poor,maize,12.915950722222409,reproductive,16.522365597930722
+31.180557084946383,59.46919045862703,3.342355931828014,5.849612598586854,moderate,clay,9.345254465179426,26.275564733050743,moderate,rice,13.158624200393238,reproductive,15.367677049702053
+16.119209717212172,55.15421648984161,11.11749383653429,8.581426145519135,moderate,sandy,43.27509673340149,25.529337355867604,moderate,rice,4.118168020300905,vegetative,9.399277310621818
+16.351190683743162,47.473759693875856,4.524115316072932,5.315293199291769,moderate,sandy,15.159822961213395,21.06532523944815,moderate,rice,4.3657655632088765,vegetative,10.840139172545763
+26.43076049048861,78.45069577830893,12.72625680152504,4.249278997867754,low,clay,44.01238217356303,41.926068601161504,poor,wheat,11.58009589345259,reproductive,14.608219014002838
+28.74055752765087,58.88777505824309,18.748803497678512,5.696771744601226,moderate,sandy,11.41421618649399,59.14141498683664,moderate,maize,15.962792822022108,reproductive,23.19079157341152
+37.19544100839548,69.29088374334768,15.723971536700564,3.903923843392169,high,sandy,18.88030762942143,18.330589673195952,moderate,maize,17.257440762261417,seedling,20.68607297344891
+17.616515847697407,41.35641001007253,5.463273808381103,2.730884888919652,moderate,loamy,46.79324281670996,21.60944297096772,moderate,wheat,12.198326563264526,reproductive,13.67542101599398
+35.566198179847234,62.010459750989206,5.937172499320143,2.904344269488858,high,loamy,42.787302488666285,24.518706582411333,moderate,maize,13.016139760279083,maturity,14.059977017325789
+20.25118343230174,49.07856296679729,1.3857640618062406,4.553235679175421,low,clay,7.440918975748176,56.87855254533874,poor,wheat,13.44517792609375,vegetative,16.513208563167062
+24.8520912127508,61.58481662369269,5.717356712925548,2.101411340467925,high,clay,25.164387962832365,41.29107927878538,good,rice,8.276956780350957,vegetative,8.898532839232937
+22.915060870685323,76.8495500046557,1.8524959935563443,3.761626293449905,moderate,loamy,45.94405289646248,20.63341338235803,good,rice,19.581877518580423,seedling,20.16301067906249
+25.003881821634977,76.1347926054757,9.988974386512856,8.300185127458832,high,sandy,5.66410289563013,50.19945338230779,good,rice,19.588685673557336,reproductive,21.146047601176704
+18.76238745181464,51.25324068205656,14.166941589965152,3.876937539442487,moderate,sandy,9.829376904567008,56.1436348060363,moderate,maize,13.621809516427062,reproductive,17.04818304298586
+27.589251860088872,71.65662702477835,15.02362322998317,2.885836088316127,moderate,loamy,34.03381482704991,30.17210971763477,good,maize,9.439673451584438,maturity,10.05367403833972
+35.04106474578418,86.47739702365662,1.1905846449635815,9.592644479956313,moderate,loamy,9.72425673060394,18.64084446568353,moderate,rice,17.44294812920506,reproductive,18.95466839254248
+26.038350259472423,67.54015979549439,6.799117964764041,6.979760930812955,moderate,sandy,25.197721301318463,25.495827774366905,moderate,wheat,5.980678258521497,vegetative,11.32385305457293
+27.265339397454976,38.90460740295823,5.763435330948674,2.480207595485327,moderate,loamy,27.852025186259173,20.855737630423395,good,maize,13.260635074590162,seedling,14.075551643891924
+36.21918963203285,70.7825177567457,2.086006459746692,2.4979517319592226,moderate,loamy,43.71143285781673,20.071350889308828,moderate,maize,16.415769613787408,vegetative,21.783702776789276
+32.65145286595077,36.29426318095868,7.249426218640114,6.8969770055933575,moderate,sandy,48.082586912915765,18.53943687431249,poor,wheat,3.069452204198664,vegetative,11.000627156433069
+27.261360212994617,82.32662452758163,5.9864021827847225,6.321030416519293,high,clay,28.050392657636547,53.80239102304097,good,wheat,10.339838538997675,seedling,8.437204525205837
+21.442391204729493,60.99962974811642,12.689984586785537,2.5469981791438787,moderate,sandy,27.9662144767242,14.29440102287551,moderate,maize,7.45308649235176,vegetative,14.296708697237031
+37.12316867112416,53.10844417869477,17.66605327467426,3.794523799786683,moderate,loamy,37.70579023203069,30.66747647717724,moderate,rice,16.57060297145495,vegetative,23.466636987465925
+29.42551004226396,33.42039567898154,9.096834417464317,9.432343315884706,high,loamy,13.662797749164884,10.73675332090728,moderate,maize,18.701084565911955,seedling,19.53897735684773
+20.528690252767333,52.847024075526576,14.933303455336372,6.5760864838481385,moderate,sandy,47.33863432879018,24.66976499253601,poor,rice,5.94520067049152,vegetative,14.661759914995615
+21.72799381595026,84.19240007494736,2.920207342213485,5.522603185182642,moderate,loamy,5.053951600392647,45.34675822072062,good,maize,6.054985358759318,vegetative,7.71708927367306
+35.07832722340615,31.25897977717819,17.899327572877294,4.001243295362928,low,loamy,5.080724153252957,20.14178784320196,moderate,rice,19.35203920189684,vegetative,24.434666243800656
+16.103639052186388,58.4788894669083,3.0518947643018457,3.069584338414968,moderate,sandy,33.15498628115063,59.93648248604046,good,maize,11.703524580740316,seedling,14.484117737859938
+39.80230467572051,85.86948546663734,3.842023611987786,5.2210534728854485,moderate,clay,20.36681115263457,12.414962107684238,moderate,rice,4.662710991415243,vegetative,7.3580158673718525
+18.2587919928698,53.69045998590126,2.1292760717535297,9.378932474650403,low,loamy,22.91518581341255,16.824183390105524,good,maize,4.292861998219796,reproductive,4.2254002449274
+34.90171313492343,55.69054124772902,6.193590030410729,2.389691165420333,moderate,clay,14.964672913580012,49.34404842991019,good,rice,19.39321100791562,reproductive,19.82242977154162
+24.86938291929207,64.7136033119472,11.04820893431052,9.927830527542934,moderate,loamy,23.351107883686723,58.7999178322398,moderate,rice,10.343464942358851,reproductive,12.9049274168608
+27.30540458218667,57.77624001463101,19.759882228126536,3.6625017616160624,moderate,clay,42.25924145402104,57.70065030898904,poor,maize,19.01665297784065,reproductive,20.59202037681075
+37.01626443661445,40.11610147425314,15.86736069315088,5.270138883192074,moderate,sandy,36.46622516856287,49.911822270694216,good,maize,12.806893590463789,reproductive,16.95998904148858
+25.32277973973033,31.113332344191623,7.60871605783964,2.3604104653257405,moderate,loamy,9.259419012938022,58.64932842945301,poor,maize,15.277055045129025,seedling,17.64215687057499
+28.437343841830863,66.5886994787221,11.516921158071408,6.6782576248642505,low,loamy,7.550592739122104,52.03972246640761,good,wheat,7.743693713474033,reproductive,7.740806032495166
+16.23249156022925,85.24839522046872,12.466160618784157,5.868442123207933,low,loamy,27.77867588645862,12.90123981980372,moderate,rice,4.147913299540996,vegetative,6.188255756382912
+15.058686846686328,36.38184798162994,16.454544424946942,7.333656277878239,moderate,sandy,37.85724335148669,52.281705880481255,moderate,rice,16.364803561532394,vegetative,22.4545917673507
+21.119996825043145,42.65716315516521,14.72903570839601,6.341425018331781,low,clay,34.90200810933882,34.1889967922846,moderate,maize,5.860498839984898,seedling,8.958018253218317
+32.01457732296918,52.21376914949841,11.385822539422808,5.185422277176552,moderate,clay,43.88516121679638,32.83766064537016,moderate,rice,15.177785749580696,vegetative,19.65889493587335
+18.03162233397842,78.52453374126719,13.383660540793134,7.902053582493366,high,loamy,10.996907803642715,10.126365841999664,moderate,maize,4.2843176698509,reproductive,5.523291465879676
+17.844048970113736,46.15561898825865,14.918352219257994,2.200169022295662,moderate,clay,32.2588686595001,41.01285824666125,poor,wheat,12.780456810430325,reproductive,15.310899442487653
+25.27401520089758,82.9232642567261,2.6628811826680865,6.328232166996761,low,loamy,39.47065462985012,43.58043365166423,good,wheat,15.803836026986682,vegetative,17.651959746439587
+31.195925965205664,33.297472479003986,4.009109226107599,2.9110096306320745,low,sandy,47.202835461355534,49.53577211475687,poor,maize,3.32559961416262,vegetative,11.47494915569757
+32.80179980619826,86.4573972755361,13.771685778150337,5.4880666646866665,low,clay,9.539736682311238,26.297649327657894,moderate,wheat,9.602845876662506,seedling,12.3611839104985
+19.46126685245937,63.64482467242589,17.008511239752643,8.32900253486413,low,sandy,15.78388328248038,16.406680083174194,moderate,maize,13.002613025295178,vegetative,19.20076584708909
+16.989703684301062,69.52666070926227,8.185245653995356,3.1396859700832014,moderate,loamy,20.95661444732877,31.99251554002361,good,maize,16.57106833406977,vegetative,18.37604377064107
+38.5099258486386,52.06137135218118,19.59780644942412,9.48648279017988,low,sandy,29.333769127341867,28.114396522457405,good,rice,7.386569370885797,seedling,11.2259555576636
+21.516659564052546,76.91965713066361,4.321434653467458,9.108037539131235,high,clay,23.38754874828728,47.65666216541345,moderate,rice,16.875884036737848,vegetative,19.521357778192648
+36.33366244021809,39.99397500506437,8.333985640868777,5.319240566933588,high,sandy,43.75027778068285,21.4719389404788,good,maize,14.01448273371905,maturity,16.81940343183809
+36.587286261570455,32.93470951670922,7.570460869265063,2.047798725807493,moderate,loamy,47.77371220469202,16.908548957639432,good,maize,8.894917612314966,reproductive,11.69931270911428
+34.31306479406361,53.73101658645343,18.605918814528582,8.317958613395888,low,loamy,8.15353953224957,32.00927406156927,poor,wheat,8.092458605872022,reproductive,10.482594896674769
+19.22084016631425,81.22174283886237,5.707570351450791,9.047166427298263,high,loamy,36.48562845384426,41.39947953679491,good,maize,14.9342928432992,vegetative,16.500240730355568
+35.54503648135501,75.29561019826167,9.415815560844312,3.3979047388434607,low,sandy,10.142299343696424,24.04988085865044,moderate,maize,15.309287931950635,vegetative,22.878088679898084
+34.23126398103967,61.02935822933748,3.744676792306589,9.329537670532456,low,sandy,45.40798192715929,15.721658060482229,moderate,maize,13.829910288848922,reproductive,18.84919589469585
+29.91807475265543,64.32826482992121,10.425324771248876,9.312778218357568,moderate,clay,11.39443445503446,31.955819570680823,good,rice,10.550146204711549,vegetative,11.321640431586824
+23.43005087922382,37.793569577925325,17.14808338927182,5.770326808273524,moderate,loamy,49.618004384705074,58.09386730367505,moderate,rice,3.3747725666571293,vegetative,7.502147817732645
+21.562715106663603,80.44089051705492,6.080789237811284,8.384278486382735,moderate,clay,24.24875953704399,58.365723627184,poor,rice,12.758118719630582,seedling,14.869117368168194
+18.047230302008973,77.21758097785181,16.215841443256565,5.559583826175907,low,loamy,22.18715971928393,45.43428233449883,moderate,rice,13.407202766163971,vegetative,17.309071876208836
+27.743926672521788,69.38822363321657,18.22623164351252,6.512370127348943,low,sandy,31.382621796188594,48.857670719035504,good,maize,7.0839247011988284,seedling,10.701140091609089
+29.63152188774616,57.97146217973631,1.4591577942912726,4.5587120784781066,high,loamy,22.746039642155463,20.17550684861724,moderate,wheat,6.454604497885389,seedling,5.810527461904609
+23.98347476289468,87.86755609677076,15.12849072638502,3.275754762566596,moderate,clay,15.561212300556408,28.732696280375,moderate,wheat,17.69283886237141,vegetative,22.82767035326408
+26.88397669202171,82.74191831258827,5.106868723009816,7.972292670512255,low,clay,33.31147298874015,40.23770769383631,moderate,maize,6.05750719738373,seedling,7.660734767824559
+24.08786143423167,68.66582961087711,3.5065532507325825,2.011142756153085,moderate,clay,37.77636193520305,47.52083108876509,good,rice,6.566358107664117,seedling,4.787681718310813
+31.02515143301753,52.30805986303727,12.02244784050072,6.636421517190252,low,sandy,47.53947223411727,18.33124667633986,moderate,rice,13.588296648318998,vegetative,21.01820999441135
+37.53148019491408,67.08133672089075,14.112052324573996,8.91748821102771,moderate,loamy,23.410337341057787,32.88141862963634,moderate,rice,8.425060397320056,seedling,9.520897926092992
+19.098006551173626,64.52645559183992,7.895219714704275,3.770218294211604,low,loamy,36.759782098862914,18.137719021713565,poor,wheat,10.499439694160394,vegetative,11.272510837306656
+24.535220247578085,53.65451927009498,0.7834741416438118,4.663195654384019,moderate,clay,42.51215824438706,41.667928362502096,moderate,wheat,12.011643429343016,maturity,13.43745351866876
+18.521715098771534,48.40043830128457,18.174090483935863,6.699886822915702,moderate,clay,42.41227171406189,48.60811036242495,poor,maize,18.82729322556829,vegetative,21.09893162477596
+30.6235942601958,54.42064753423934,14.6149383369499,3.9749619722491207,high,sandy,6.542156236090405,51.66542355574138,good,rice,7.429346495680496,reproductive,8.830338682727598
+33.221762737214895,64.43468436200388,5.433336133660294,8.779894858646264,low,clay,21.00660440144839,46.618257816862645,moderate,rice,3.756814510870253,seedling,6.3151515341892575
+38.29781831493639,55.68809068266567,9.937277114894798,4.93282533690044,moderate,clay,5.603826162482425,17.957257678721685,poor,rice,4.969430163721464,reproductive,7.009089026350961
+21.971798156524123,45.81446929208303,0.5558557993415603,6.6529097585590895,high,clay,30.158596432653443,51.42059688751803,good,rice,3.877463740323999,vegetative,4.669583901453816
+38.75528014663576,75.65779906564853,6.785655636118837,3.80896918079367,moderate,loamy,43.92906917451872,26.72069571082456,poor,rice,15.82036029525853,vegetative,19.90739480984206
+16.58156679551687,61.888049757444776,10.450704711702365,2.3310906959278856,high,sandy,41.671311509225205,51.78831650287861,poor,rice,19.67576052405522,seedling,21.19811550638574
+30.075346584114705,34.060509793536,10.344472302325002,3.389602128109285,high,sandy,41.50623077178504,22.545030920570703,moderate,wheat,4.363702198985358,vegetative,10.386296281110273
+16.42831798358325,52.09899033756753,4.163697560170823,2.369591500870426,moderate,clay,20.83261990268687,33.78516281254721,good,rice,7.837132513119313,reproductive,9.09216919272647
+37.34435469404862,83.09480743271962,15.534947323677814,5.748831196905754,low,loamy,7.084834466931932,38.8285863758874,good,wheat,17.514290710077095,seedling,18.35633703772201
+28.24522642675135,75.31419187199711,5.977243170532869,6.693099127344396,moderate,sandy,12.758797474418104,11.736077349441173,good,wheat,18.257234095913688,reproductive,21.269309914395013
+31.733708769069903,49.39480703664043,11.608200463559452,2.357401661483622,moderate,clay,35.181111155367866,55.18472826951646,moderate,rice,6.676837297653973,reproductive,10.13077227434841
+35.78934814776132,86.29098912267054,5.430444510759496,2.7238577723034627,moderate,sandy,11.022925751016992,35.57716432291824,moderate,wheat,18.6218927129504,reproductive,24.291744885660872
+18.75776556209922,34.59617450149261,8.503357459735403,5.884200214482807,moderate,loamy,10.63977654891773,19.60208848519492,poor,rice,12.824244609742024,reproductive,14.35933647218952
+15.964789048453346,87.67408223353134,4.150292505004605,8.393439457607808,moderate,clay,20.91538576007264,18.040596414471967,good,maize,19.915635952929016,reproductive,19.39626555200013
+36.9720286478213,44.74230554908054,12.660155850640766,7.024073431325754,moderate,loamy,9.254067256829348,44.32741203078135,good,rice,3.382160795509399,reproductive,4.442955874985621
+22.873330686473317,30.545650818145155,8.511687202827014,2.8376817608309555,moderate,clay,19.84028639653065,14.086655999497758,good,maize,16.36114319538754,reproductive,17.02149219956806
+18.22447269817913,56.028482191099606,0.3223460897552854,9.100338190731955,low,loamy,48.63616941761514,31.991085946719675,good,rice,3.939861370420618,vegetative,7.81605907833062
+26.711530927177165,51.53822578122052,0.5632998803353217,9.339601878317977,high,loamy,5.897799895314401,37.01382426923541,good,rice,15.485296679871992,reproductive,14.00253573517316
+29.95765189240047,62.34534031240763,9.422686369428444,4.599654622795687,high,loamy,42.37442632482642,21.65655382224332,moderate,maize,19.047592426035177,reproductive,21.491145593104896
+15.774265085562751,77.80637163419073,3.6645173381070872,6.9281423350508975,moderate,loamy,49.71297483564672,16.459992650021583,good,wheat,8.55495207681113,seedling,6.326389521083368
+21.872391456427195,80.54584812902682,11.700840962894848,5.938617201477695,low,clay,24.63823733529451,34.53532696115703,poor,wheat,8.760995365238928,vegetative,11.886507255514966
+15.8199968569224,54.07379997670151,8.163835635440426,9.536190149038578,low,clay,47.4374915934372,27.01638847576332,moderate,wheat,7.068168666654936,reproductive,8.10127833230591
+25.508384729887474,55.79074462238101,13.088396710794454,6.069988263589886,low,loamy,16.751519081481327,17.012080975103846,moderate,wheat,10.332018587616783,vegetative,12.926279965307812
+37.37750072665611,38.89066381976842,19.047903481279032,9.679726509696517,low,clay,49.20337855621472,20.518680086204263,moderate,wheat,11.037737567205278,maturity,14.085068995339617
+39.56631028733924,32.85285653286981,10.574722695905072,3.594740404241649,moderate,sandy,43.76980899244326,33.54698406760237,moderate,maize,12.721712375293649,reproductive,18.62555809589989
+30.926188837590686,68.47289941410148,15.747572071801992,4.764294061565439,low,loamy,44.81139065192893,16.652519891815363,moderate,maize,14.703113738393974,seedling,16.376059016663348
+19.040942344614795,33.86625753316154,15.060819926318745,8.250761920769099,low,clay,10.867926146665264,56.80596659720543,moderate,wheat,13.502693179884696,vegetative,17.11834039937541
+37.64623474998264,74.02980716528737,18.435822086477305,8.268885884746943,moderate,sandy,44.15280880304469,48.772791019988304,moderate,maize,4.681787180789305,reproductive,12.324992446416436
+27.906195580001512,62.34540870133485,4.280357344760124,7.857466191653641,high,loamy,47.382034580182825,26.277891854217884,poor,maize,13.746450610567637,vegetative,16.527981184831926
+18.84373280257295,41.91497869356501,16.546539415698817,8.876891717322433,low,loamy,41.85715905949979,22.917788105172868,good,wheat,6.27603044766926,vegetative,9.073139960518636
+38.04316673629154,62.37137661075898,18.11040757009373,7.620369383550497,moderate,loamy,9.111381046118936,53.71477534086188,good,rice,12.090672726430206,vegetative,16.061080723524324
+33.93672626807758,40.97986299612593,7.855259618951553,7.088681155777871,high,clay,8.814948458246343,31.346402661543085,poor,maize,12.988260177119898,vegetative,15.059836547350407
+33.29263181807879,56.32423245062472,6.276323891979363,5.671400104620097,high,sandy,21.092269713196323,53.13589118333685,moderate,wheat,10.416532451993152,seedling,14.007146811116105
+32.72951759486011,77.97361897453374,19.040718193565755,5.736701946634615,moderate,loamy,36.721655028898695,47.12281884141463,good,rice,10.101575818228302,seedling,11.120087592160951
+20.008495527411057,57.71515760463825,12.55265644277736,5.249291945633933,moderate,loamy,5.560377267522464,14.605900409664349,moderate,wheat,10.230185463537254,reproductive,11.412005247476314
+20.275167292688156,38.92195909785289,7.613529704829367,6.961694397630563,low,sandy,47.77905857886324,50.68019684552245,moderate,maize,6.993642535268196,reproductive,11.340586506709656
+32.207324960681376,73.4297209093767,15.836554418632604,5.253311433863948,low,loamy,28.6452169751045,36.99405216321702,good,wheat,16.654015388146988,vegetative,20.17749167330528
+20.49306875275992,41.20610497620053,6.089478032314302,3.179954512692776,moderate,sandy,21.1267599207602,43.88000702465494,moderate,rice,11.257229741568151,reproductive,16.861846144580568
+25.96679242007622,74.31299246220657,3.5281517213972413,2.852236929669174,moderate,clay,30.25530181357452,20.95022331650004,moderate,wheat,11.587863666111462,vegetative,16.816258270564294
+34.550045639848534,58.76113735295,10.879392715954111,9.395778201950222,moderate,sandy,37.21037885032162,10.01352877194899,moderate,rice,6.138572771674486,vegetative,13.931283165382
+34.598812952446025,57.2245055456581,11.324240898212068,2.197911260303065,low,loamy,17.297558947963545,26.68440466056747,moderate,wheat,11.083813296892751,reproductive,15.316996274476889
+26.33154431314649,81.08610227144848,16.51492964534676,2.84373809444522,moderate,sandy,18.10056412525384,19.53136691573889,moderate,wheat,10.43320808710206,vegetative,17.144756605956974
+34.80474845688113,72.51621146044013,9.1405471004086,5.562438997164693,low,clay,26.067958246055856,31.760825728265,good,wheat,10.03841963611484,reproductive,11.417396943528072
+35.965544904951415,31.974647817296358,16.291730790106833,4.103410135235039,moderate,loamy,35.14688269520845,14.544890552484675,moderate,rice,10.584303067817224,vegetative,16.271253534965673
+31.369393782106503,47.77045887609614,6.22645358696677,5.246791203217168,moderate,sandy,36.78666507148077,54.75231503740319,moderate,maize,7.183068295786671,vegetative,15.8065770904499
+20.710646307710505,82.25523965099391,11.50736404355584,2.939579052751067,moderate,sandy,19.58254877406381,15.936193580412375,good,rice,16.51345230983722,reproductive,21.24039058446129
+21.850294509638687,31.09957011271192,4.1694555780143165,3.047255494778992,low,sandy,19.51212017516903,48.20924652798372,moderate,rice,6.319112830288765,vegetative,11.923109715885566
+22.871028885218383,62.71520677571822,7.708919018331928,8.405263269800923,low,clay,26.91989357778855,56.96622658336069,poor,maize,12.168177297197868,vegetative,15.5623482168907
+17.9201026933488,73.66954015043663,17.150793956657022,8.072869952802431,low,clay,29.386476526974,17.41142331988676,moderate,rice,8.481587582030645,reproductive,10.08252046779196
+21.828990509248623,67.31136512907455,4.319763868715101,2.8340229257969147,moderate,loamy,34.223636072267226,27.32383967951696,moderate,wheat,15.222855795127677,vegetative,17.632847788021454
+20.237980607813306,75.63193212626618,16.204789257985354,7.34232331919216,low,sandy,32.796935676495124,46.55312440483861,moderate,wheat,14.750241963721017,maturity,17.488132064476005
+26.383218745215054,73.54151093488474,5.657433156948124,6.874490586843867,moderate,loamy,21.76330478030104,45.72310390221977,moderate,rice,14.871379955090918,reproductive,16.59132254593464
+37.71093869680662,71.5218417091868,0.6897943935890738,7.706901781441838,low,loamy,18.359905561992434,11.869752513728924,moderate,rice,18.050678950374063,vegetative,22.136641592998245
+17.612007918848953,79.29239165553912,2.198691401136925,5.795591236499793,moderate,loamy,18.856453600907628,13.534702742438109,good,maize,16.27307240034484,reproductive,16.33236667633027
+33.00669809868489,68.7414401069723,14.917590906415764,4.159894620267527,moderate,loamy,34.04304759665632,16.0069816163398,moderate,rice,8.603850244602665,reproductive,10.525335282601304
+32.18207511032819,54.14510965541892,5.241418530042965,7.309433354852223,moderate,loamy,24.49163994716076,38.401093280242165,moderate,rice,9.691358893527312,reproductive,12.889986461141053
+17.39385496658394,58.31454659487525,13.082911844825444,4.970859412182576,low,loamy,11.045721303353504,12.752155424076696,good,wheat,17.745586136910397,maturity,18.87548337613117
+38.064310122645,73.00348696088703,13.98397805514466,3.751623208097284,moderate,clay,5.2665376606813705,39.42049739622705,poor,maize,17.00333048445082,seedling,22.03494717554897
+29.21180505392049,82.57836178000764,6.902369288693697,5.269032109754265,moderate,sandy,6.335481382955035,27.12309918547707,good,rice,18.661214046117124,vegetative,24.56868124083411
+24.093138028392104,46.33312805038654,9.498379744222804,8.106158684807632,low,loamy,44.038235619457744,43.47052166948769,moderate,rice,17.256784876533942,maturity,18.456844121568693
+33.91346458738266,50.524607758264246,8.075341809116212,5.806345572289615,low,loamy,25.602224512121225,49.10211667926925,good,rice,5.198687358802204,reproductive,7.955185479523768
+21.43413646004085,85.84436378174476,18.94697992709068,4.398914107467377,moderate,sandy,34.58422417968849,49.56996619570518,moderate,wheat,8.614234732402393,maturity,13.159098546839056
+32.33774592615801,64.71070754456673,6.398977247031747,8.654948918590627,high,loamy,46.80668732579744,11.88174121105687,good,rice,7.973328394456712,vegetative,9.328870298983295
+15.99278018930618,40.73770902810006,3.6664608444992153,9.053150041447475,low,clay,10.68259343343592,57.359766354672416,moderate,rice,9.442716007071512,reproductive,11.16411448816858
+35.9852009402318,69.82170833474297,7.3118568575115646,5.466003390181398,moderate,clay,25.14271529220096,39.33231433934338,moderate,maize,7.969763676981998,vegetative,11.80784484494924
+26.204271175532963,89.44572933236279,13.390314152040244,4.997504165815157,high,clay,29.25803285953916,54.78495477349009,moderate,rice,16.342434104209854,reproductive,14.859377290521037
+30.917322858948545,79.407213868224,13.947253807229306,6.90159157615172,moderate,clay,42.869070825519934,40.75725907047127,good,rice,14.913682546187562,vegetative,18.50573745322819
+20.53094549516709,74.74446819308417,18.481146307200135,2.463795568463304,moderate,clay,49.717329107973285,34.205851392333166,poor,wheat,6.380083568067761,reproductive,7.274861701804768
+31.9268428164612,42.48279925597616,17.635089697516186,7.530585284540777,moderate,clay,37.025531899602086,46.486430792110966,poor,rice,6.0570785138422245,vegetative,11.410545466406882
+34.30600689733191,82.56838708104044,5.766410408345511,8.258300843017974,low,clay,33.882534634709984,20.971063147276084,moderate,rice,6.705845253469404,maturity,9.289291512929744
+26.83032967210997,61.54733061213278,9.103264979351929,5.179535418057373,moderate,clay,46.41406382182525,15.16131115082445,moderate,rice,8.339103550779672,vegetative,13.506623710111102
+30.443173101544858,83.35740132431734,14.94537976366868,3.3969268000591715,low,loamy,42.68214108275508,14.52491098474545,moderate,rice,14.605412630973898,reproductive,18.47293750030564
+26.40814809555997,49.78966976549276,18.330745612040506,2.230547001126908,low,sandy,43.926987404505866,52.456803422716135,moderate,rice,9.27130689703356,seedling,14.610930944974298
+37.35228423144613,33.72306315812597,6.743300257137836,7.097964795896799,low,loamy,5.121757610166535,55.62223959743306,moderate,rice,10.21163300571573,seedling,14.485127911611384
+27.446729512857974,58.55855811958477,8.888828683539918,4.151947253079278,moderate,loamy,28.149444119143254,50.72069994713654,moderate,wheat,3.71495214414398,vegetative,7.869207499556822
+36.04521772572048,46.19025628907266,17.989565409072178,5.711116696970274,high,loamy,40.22278553233947,55.22168154352846,poor,rice,11.162052088694274,reproductive,13.62744510433303
+35.033801456756215,72.91375738657788,7.169677463168453,5.090844173260247,moderate,clay,13.16557051140648,59.23878786055576,good,wheat,10.506969579794884,vegetative,12.285515629428383
+25.262620533708912,87.42639317136195,9.610259723834716,3.399078367579701,low,loamy,38.81535312213751,36.30294399449539,good,wheat,14.621193931385749,reproductive,15.38591618698898
+20.75211229643688,71.45844906909383,18.090082824361577,6.066949347685632,moderate,sandy,5.412206824357082,17.69402848619548,good,maize,6.4278710643705,seedling,8.91533340873066
+25.152053313994276,83.21603578255221,16.044864359796964,5.676748181925904,moderate,sandy,30.88250110061348,40.3963259469721,moderate,wheat,15.284532078091894,vegetative,22.600147775795044
+35.65543439438051,57.18144081607238,4.868618500196056,6.993180982958658,moderate,loamy,43.30976539970035,27.694663482333112,poor,maize,15.202451123948023,vegetative,20.09290616383941
+20.69081339548481,76.2984442317181,6.495901308238667,4.015079956238294,moderate,loamy,24.410676120140582,27.32242982175239,moderate,wheat,13.580866589252333,seedling,15.305590395280428
+28.110908646443733,80.58260620030221,7.059174549186782,3.7171126388272464,high,sandy,38.27536374721869,46.3904055433069,good,maize,9.08719960794004,reproductive,10.241485660237116
+35.15241869901868,72.65253765501254,18.254769468621195,8.514760478051777,low,clay,28.86794014598912,14.532534404771935,moderate,wheat,3.997700464882622,reproductive,3.953811263909305
+23.83693687820947,60.46663716417388,19.97867474209078,7.617537959712332,low,clay,34.12809402891279,11.876575476935445,moderate,maize,7.024119525080449,reproductive,10.029938378615222
+31.055240925067437,67.55196657692208,15.480086043108798,8.177651613532507,moderate,clay,28.250056214398548,44.76372339259014,good,wheat,18.81260153466197,vegetative,19.83824149619917
+21.140789351220363,72.03041974073281,9.686526049870132,2.9863184940402245,moderate,clay,26.412653446965503,23.036489274134425,good,rice,17.947021685089062,maturity,16.80045542305921
+17.731986134204,45.18506419328561,0.2034763613495793,3.792317146616141,high,loamy,42.87319608259453,29.275059758661524,moderate,rice,6.35219548953823,reproductive,6.149513371347717
+34.85960562732141,78.57475565489909,13.949761131959148,6.604252129629119,high,loamy,9.173443351508576,25.381649247231305,moderate,maize,8.461991503037762,vegetative,11.64785025797271
+17.47421558521767,87.0194723380364,7.787223289955694,8.857610774983264,high,loamy,31.3093078407964,40.74206042048933,moderate,rice,3.168053903574577,reproductive,3.041894163233475
+21.78453487698961,57.91435891079616,12.659729404572108,9.13691714534776,low,clay,10.166471950901084,17.72577695595661,good,wheat,8.278471940061333,seedling,8.832310666394223
+36.377735549936006,72.06403098659264,12.133879269248576,8.655279698039418,moderate,clay,30.32635602402957,46.0294027235626,moderate,maize,16.61006495653387,seedling,20.72926648864288
+23.66173217696668,74.22155434742123,9.616641131487746,2.347183568675419,moderate,clay,48.36182192067752,56.24634783090724,good,rice,12.710007657168982,reproductive,13.638034622229148
+39.32613373785403,69.73485285128882,18.88774795452646,8.567033477245811,high,loamy,7.569405095508442,51.80543440446719,moderate,maize,17.771162222330084,maturity,17.376940967308485
+39.493358369346495,62.826906499718135,0.4629269071068331,9.192729420168654,low,clay,23.99030614383769,55.35184847091692,moderate,maize,19.345325321021058,vegetative,24.8259816429904
+21.706900511338915,82.89887727448863,14.242649689451763,2.4539927212212165,low,loamy,41.08870401242361,56.85354284360045,moderate,wheat,6.760541953479643,reproductive,7.520722515562915
+16.02445555624726,56.93560255613367,8.19679736599092,5.330247150215905,high,loamy,21.636120576663902,28.616709118150972,poor,wheat,12.430241895285024,vegetative,15.243080355249722
+32.626582105134474,33.666177389196214,14.275809009832226,6.292882586373613,moderate,loamy,28.414164535880047,49.78700904367601,poor,rice,15.83758711284511,reproductive,18.139711602134746
+26.274662566208598,80.67338254272961,13.50439295079264,3.862002983067997,high,sandy,10.16185130966517,34.741280744228135,moderate,wheat,13.568073465239952,reproductive,17.193124750052448
+17.518821098989406,70.43887633899304,0.2047600515199077,6.133485248296885,low,loamy,15.038297385772632,23.488658492144992,poor,wheat,7.424434461781485,vegetative,9.00387318073868
+32.68807047445107,80.9555175899788,5.706769903493425,9.087646303688516,high,clay,35.88913424528491,47.34410120737607,moderate,maize,19.6117303588561,reproductive,19.915673385664004
+15.77937272779803,38.312846546681655,3.781830410075608,8.935540050766116,moderate,sandy,42.2864399306567,22.206428843533445,moderate,maize,14.464274799146953,reproductive,18.77548085484148
+36.75491726230605,31.84517643058298,3.339727058849846,9.518698250059847,moderate,clay,34.090535734964874,15.481026930909898,moderate,wheat,3.172651836578041,reproductive,4.974475518296169
+18.466313227832597,86.06247242295008,14.569533682422655,5.872878387156336,moderate,sandy,42.66143957653531,45.23097793775226,moderate,maize,11.77599885116932,reproductive,15.446901628847684
+18.182796968668125,38.86369835103446,4.791026981862492,5.284535562351361,moderate,clay,32.25458602283889,24.37775067975897,good,maize,5.820823710798674,vegetative,8.226553694498858
+19.39180744921461,78.5791399242271,9.494752299746017,7.326302552258827,moderate,sandy,41.45936940209222,25.29593870346077,moderate,rice,15.293100093305608,reproductive,20.45941886761279
+39.006658962301664,79.39259653083815,4.939779905713591,5.334084620808273,low,loamy,49.22990604216258,54.05614166924614,moderate,wheat,4.106257682113364,vegetative,10.114312497965969
+32.329234006346155,72.52231203294018,11.604676468706598,2.335556768006862,moderate,sandy,8.727113036207355,16.776961268895054,poor,wheat,8.791243166504692,seedling,14.43055448040564
+35.03428838659092,37.87573266557226,14.41147536119936,7.75937161736364,moderate,loamy,26.584233355836943,48.24230089306236,moderate,rice,8.329517851832662,reproductive,11.902965232432082
+24.940874643318825,70.04391747364846,6.62149477396353,4.24787153026259,low,loamy,13.545169985872512,29.310627019234825,moderate,maize,18.155115500073872,reproductive,18.84103725143471
+23.40781818762389,83.34519499961195,12.06041696574244,2.392682498137524,low,clay,25.93528464265791,54.650517547019305,moderate,wheat,17.851326730183988,reproductive,17.659443882813168
+20.86210016957925,55.53189868805299,16.49709548827478,2.164968612215233,moderate,sandy,27.481403517433478,32.01721004386885,poor,wheat,16.996773071953907,maturity,21.52360915256124
+27.016200707810224,54.81101126271594,1.8844857032898328,9.450890148618544,low,clay,32.98645742925879,30.45114454353461,moderate,maize,15.686541371070764,seedling,16.505938615068477
+28.795718338354213,56.57149857476514,14.213411980825423,4.016608069153351,low,sandy,24.76840941424362,31.493305568646942,moderate,rice,19.226294026202943,seedling,22.30763040711184
+30.794371091318887,34.936313440572384,6.462898888707604,5.583193540184508,high,sandy,19.612059249299055,51.88452279818498,poor,rice,6.249983198337345,maturity,9.686053723897388
+21.42796259996736,83.52153414179841,2.452999130498885,9.604611623190843,low,clay,6.942573292660517,10.525510271801444,moderate,rice,16.939107843478677,reproductive,17.930387301673587
+38.71635202257477,82.15097183883063,10.913084152286975,5.740135830245801,moderate,clay,6.56570901663407,45.24315099069852,good,rice,14.44863398119208,vegetative,17.189629360589123
+19.2439624551784,89.87455930741717,4.525246385354635,2.6288745882104907,moderate,loamy,12.875375830819156,20.262015698590787,moderate,maize,14.924175172024908,seedling,16.321282045691127
+39.1413293691603,65.1109884899048,16.427235853383152,6.415488377973274,moderate,clay,25.204388437476187,54.106275856669264,poor,wheat,10.256697631776884,reproductive,14.043231905062113
+15.371403062687596,75.07149818708314,0.8579181906215227,2.705589227632521,moderate,loamy,23.788221631608398,28.796332706717823,poor,wheat,14.087819887921194,vegetative,17.29695988276564
+27.02814229542114,42.16031437843828,1.9730579254179488,2.760703026988291,high,sandy,13.581297228753575,26.947778884851484,good,maize,7.03599502407381,reproductive,8.573840899985079
+23.33419595291407,70.05172909345018,10.419922519716335,8.811816590419678,moderate,sandy,42.00528073008616,45.63121911010013,poor,rice,12.013720528930545,vegetative,18.21510453061973
+26.228085348256272,68.98397092544344,11.778835681539135,4.315372346916716,moderate,clay,35.75719452478187,46.12245076706376,moderate,wheat,19.501801543781784,vegetative,22.20871403880477
+29.266614474519727,84.07252415049675,14.597733290454936,7.42936160089949,moderate,loamy,20.44242417128502,41.68554912903026,moderate,rice,14.640710824511444,reproductive,16.63473808213862
+25.889728950317725,79.84756337034445,5.185214565043877,6.071394682629294,moderate,loamy,40.86353984049344,26.490411381799053,good,rice,14.482663215884171,vegetative,17.501848871520302
+25.371171257539874,86.30798775706579,16.835208164265836,3.7786135296353134,low,loamy,49.51606574936734,40.51765258735824,good,wheat,7.000505697425259,seedling,7.030316907589718
+33.318085385332665,82.13000836209645,19.062846795475664,6.142562389225661,high,clay,16.026909070023805,12.71329611039689,moderate,maize,17.293846264605598,vegetative,19.915290109919265
+32.14690687716161,82.12163369393112,9.980786071897272,2.551948287198022,low,loamy,21.31654576266744,57.75899046729009,poor,wheat,18.69737501470462,vegetative,23.32452357920941
+35.831782050896194,33.823399601323096,15.210627299396023,4.777698796717675,moderate,sandy,49.68042134504952,32.635590596996934,moderate,wheat,4.841931211796789,vegetative,12.953786223860924
+21.24897453098739,80.75771716175736,10.496967090875856,6.182689800163933,moderate,clay,11.204715708744232,25.22388759060923,poor,maize,10.69145717588809,reproductive,11.326649096230751
+30.23821274385159,66.44870367018709,1.3893405882442122,3.827154704685216,high,clay,8.473449349677727,53.038949211969154,good,rice,14.319435206827391,seedling,13.15425001912649
+29.629869634821347,52.82666710595767,6.5222302568524215,7.281505041450884,low,clay,28.44460221385627,26.208599310630778,good,wheat,18.019705861905337,vegetative,21.22443114601311
+24.24344527181722,33.390877463283736,1.7497337925403,2.414495373570454,moderate,loamy,26.079309626793464,59.85867112828044,good,rice,12.127326018526231,vegetative,15.270131183008449
+27.151438547567025,70.6604264860828,19.77758238510027,5.878479182965015,low,loamy,8.522993614061075,44.529977389131474,moderate,maize,10.141314353062048,vegetative,16.27454716081506
+22.84455358264322,49.69210503225705,4.580518241467544,7.719966250315067,high,sandy,18.051621035957677,42.47890179652762,moderate,rice,3.667218891402229,seedling,6.560758887256698
+18.54610994042463,58.06657589916209,12.718008388314374,5.439568471654183,moderate,loamy,23.852149846451308,17.59282800305341,moderate,wheat,12.374023484184598,seedling,14.092880197259024
+20.34503026656832,70.90370622330806,5.686902038898747,8.996691322551504,low,sandy,41.99943297036364,40.49313510072541,poor,rice,8.598265737114325,vegetative,14.220557450844764
+17.637841160030028,84.70647282144857,13.064924307118517,7.057542249925325,moderate,sandy,36.85290593692631,17.75624670555203,moderate,rice,19.883235284415868,reproductive,23.89878214384153
+32.07673937975311,79.52621493629991,4.208033817409649,9.667943328469905,moderate,loamy,46.15369873067853,49.18020782944306,good,rice,13.167758304206346,reproductive,13.06034361297827
+31.51818482772879,57.03582774621599,15.70540131820149,4.27297450219983,low,clay,19.96249716356237,16.920119826737253,moderate,rice,6.64809026618087,seedling,7.83686515423905
+38.76515928949682,53.26698944678273,2.21623205673271,9.510314646837976,moderate,loamy,18.92202901252252,27.94163532168237,poor,maize,19.87439780679988,seedling,22.155609095559928
+33.24196034118103,44.38678433064285,17.903008001805606,6.854580719085574,low,sandy,25.84317653500041,33.83663920892003,good,maize,13.04756355531455,vegetative,19.43884900144321
+16.301145968903285,52.34560507055809,16.808433850815888,7.961431193707189,high,loamy,5.338766160820557,50.25967817963026,poor,maize,16.07776994581606,vegetative,15.486253607791548
+37.10612934822386,36.6627832375139,13.576146872767712,9.217288936347575,moderate,loamy,14.329403963687293,41.63800995916162,moderate,rice,19.47312382846594,vegetative,25.0
+36.56687907364314,88.26633050188528,1.348292542856957,6.409577503934568,moderate,clay,14.51619995972482,47.39836803205196,good,maize,15.758506825591615,vegetative,19.09003552454648
+26.083008019317468,64.43504663757474,4.171380566578566,8.897446335597323,high,loamy,7.749051489925477,22.19870552290956,poor,wheat,19.037371376119857,seedling,17.695849986298505
+29.64657626319804,37.66835056771277,17.18723191382152,6.3335755167044425,moderate,loamy,25.48088103756566,21.863172421527345,moderate,maize,9.1545701814105,seedling,11.406533812203318
+39.401958311812976,51.16836055595435,2.4394886860519027,6.793591420937902,moderate,clay,45.74840923880354,29.03099679072828,poor,wheat,3.8762955753924375,seedling,6.982189530120325
+28.30760909620416,62.82234861723936,3.118641926160401,5.560788583179084,low,clay,5.1813687440519045,10.934043455831224,good,wheat,19.38725520879952,seedling,20.842625601334827
+37.63304570940224,61.973138198452176,10.880066475110414,3.165108414720823,high,loamy,33.278660002051566,51.53520669113461,poor,maize,12.311472969232298,seedling,12.646575754586364
+17.07596894525466,32.13020212311794,5.483548793486874,6.428025866790933,high,clay,44.56997230310706,28.49843268198125,moderate,rice,16.11232014559844,reproductive,16.795486958903783
+19.77629671771707,87.05046205374668,4.44151399887859,9.819585842129449,low,loamy,9.83844961789596,13.377681880332997,moderate,maize,12.373928829499167,reproductive,13.167596940366993
+26.018873586032942,46.52254088849668,11.516268636963613,8.297487965858274,moderate,sandy,46.27662274075483,53.610773260075256,moderate,wheat,15.937774330362569,maturity,20.71268316223377
+29.61892020843262,30.97108013591347,7.451533529160581,7.979987878027491,high,clay,41.83347395591436,58.39132013458038,poor,maize,4.01386591058413,reproductive,2.646206004726121
+35.40569629657001,34.58664053701695,2.8111979353933747,7.146470421837036,moderate,loamy,14.655710521124156,42.3292268933273,good,rice,4.135999134453445,vegetative,4.593802558921196
+39.70655287857967,64.81169419487861,10.697075350909287,4.783269387897956,moderate,clay,45.74046090173716,27.82941378231453,moderate,wheat,18.63665076473501,seedling,21.52083212796577
+24.721287411852916,38.26713124050581,7.740248065572455,3.356921555827028,moderate,sandy,41.18071038119788,30.687849328252238,poor,rice,10.40801527449147,vegetative,15.830329918360206
+16.185390903502125,32.503487571210194,14.690335485475387,3.796412813141519,moderate,clay,10.012509182095997,22.807783174253544,good,maize,8.114911401823164,vegetative,8.776307431078822
+35.02928758238312,52.77758798476268,2.055108846411784,2.050576716341201,high,loamy,42.37697513098929,45.563767539491984,good,maize,18.55222217631232,vegetative,19.729908636723493
+30.109517977070205,67.36567154041131,12.412264878919476,7.387843367186837,high,clay,29.398232241472,27.80360378510466,moderate,maize,19.980213925757745,vegetative,23.430730784579588
+19.96357147170504,36.710388290496745,8.729866538864954,8.49502046845147,high,clay,41.718195882556095,11.624189666374482,moderate,maize,13.441670530429333,maturity,12.805788298796593
+27.370711415535503,48.79966992907893,8.121237501048082,4.151290809584478,high,loamy,32.794924858988054,12.308109053961882,moderate,rice,12.519158002658845,vegetative,14.44919927210288
+33.55775613834311,55.06564029747253,4.645753760166825,2.734803197154175,low,loamy,22.633565381665584,40.737478192827794,moderate,rice,18.597735183323664,seedling,20.81773505906453
+34.26029467671609,39.56760586720603,0.6085205640542224,4.685816542575343,low,clay,32.05132112896233,24.519200364132885,moderate,wheat,6.032067334785433,vegetative,11.315252688130084
+27.49046029996905,60.36443390800261,16.95378388729291,4.336409835335823,high,clay,33.6281333298597,18.429581914680227,good,wheat,13.760082221354288,seedling,14.794062365601771
+22.63036325322148,35.11284521410626,6.528201720688518,5.607010886221855,low,sandy,39.47927664141116,37.61825250056,poor,rice,16.70691411697763,reproductive,22.12410831654705
+39.34356455096234,32.79110978070412,13.621820794596944,4.112816434568088,moderate,loamy,42.38067913419916,23.92182471435937,moderate,maize,15.570887515846096,reproductive,17.986756071955103
+31.584065273912323,61.190122029308085,18.95174799553415,4.717861642760233,high,clay,34.844480099512126,13.666764726048536,moderate,rice,15.72236640497948,vegetative,18.523051120464523
+25.205937983657467,44.873818365052536,11.299805961642631,9.26043823479394,moderate,clay,49.53416940806077,19.67911952459567,good,maize,16.684934903748868,vegetative,18.448606118961727
+22.01158060511631,35.72242847388165,7.942938050397325,4.67868282311685,moderate,sandy,40.0347922481253,48.8953359940231,good,rice,6.610173827675837,reproductive,10.837707584661263
+33.277574575089055,55.43475524925793,5.365471326974074,8.284144373839176,low,sandy,45.98442494774386,52.60057334991195,moderate,rice,12.442229169945774,vegetative,20.11141372192931
+21.054586139844197,84.90844437104369,18.680875852949868,7.006669601795675,low,loamy,19.37724500140924,53.60738144597327,moderate,wheat,4.866909180525233,seedling,6.52067540175578
+19.292749724342205,73.4515467992493,13.641536361022856,4.700303565050991,moderate,clay,19.23023444506654,36.74164379250887,moderate,rice,4.543018678306072,vegetative,8.682214497741692
+28.24584722405176,78.93695492082165,13.305627865131193,8.542306158242804,low,sandy,21.305078429736565,57.547556603295,moderate,maize,16.902394651535012,vegetative,25.0
+22.249684816103542,82.3148393255182,8.52316650290554,6.760608556770119,high,sandy,24.78723302028736,17.583441096439564,good,wheat,16.802868314050457,reproductive,17.0352863512673
+30.722628623090376,88.35766448378513,16.900974257348615,2.068949820791203,low,sandy,48.26300607621744,43.91780788848908,poor,maize,6.100534846784379,seedling,9.211852046330694
+17.948466871855835,75.79479441085039,14.27344374018974,2.5498256125791983,moderate,clay,8.3089048704043,45.21307885337661,moderate,wheat,12.614578919258278,seedling,11.963817006214487
+31.37352761418304,66.50447531636878,5.663665435620322,8.021116475618552,low,loamy,27.429961086212533,12.659270159850584,moderate,wheat,3.662780557033303,maturity,5.736954063443433
+22.08241319994256,51.92555281813483,11.99157320050096,5.572222316681555,moderate,sandy,12.252223473207112,24.122382066604025,good,maize,9.303422654539547,vegetative,14.996259902012577
+15.006073360862818,40.89859419346297,8.603879092025313,5.2440623339483246,moderate,clay,41.490201443864215,57.45240677607098,moderate,rice,5.502989037733463,vegetative,8.415880053309817
+18.17340144185441,71.19959243899766,0.1318032565942606,3.166617473566464,low,sandy,6.401492060493337,47.95144527082636,moderate,wheat,9.331348694987856,vegetative,15.411161896388396
+38.34038444587735,89.6969991673165,16.152468630035948,3.258548751690162,moderate,sandy,25.48149157244993,12.73469648589646,moderate,maize,12.859324193496464,reproductive,17.50340310415513
+36.68386597788395,58.04152107713514,2.456606978394016,8.382019600767205,high,loamy,22.76334603168132,37.039691534901365,moderate,rice,16.679512494258084,reproductive,17.956141992602902
+20.84022580090592,73.42076208556846,10.199090120052285,8.632137071691641,low,loamy,9.148144550035632,42.43110908879955,moderate,rice,11.725513792857686,vegetative,15.359960729964708
+34.45929761363728,59.70554699958937,6.724523861696312,6.480020325109834,low,loamy,21.95235276177453,58.65416975412617,good,maize,18.83533957999527,reproductive,18.20343258755608
+30.214289829349354,55.9160054018086,6.841780824013551,4.361022478445499,moderate,sandy,41.406372411154095,45.82170650337606,poor,maize,4.718672801498935,reproductive,12.163771660963398
+39.27261778624674,54.61833681359491,9.54729766827616,9.461606533342644,high,clay,11.18635940184366,41.932697736031386,moderate,rice,12.160619988505374,reproductive,14.345809470017697
+24.34014148835148,60.27748097590185,19.9404620803949,6.991699127961813,low,clay,49.25775903359149,55.42637322763105,moderate,maize,18.421100380661542,vegetative,22.501990599210647
+32.03651531292928,52.0137397119225,8.167593612629515,8.373136955614306,low,loamy,7.630445530859689,43.046863388205225,moderate,wheat,6.9839411689975925,seedling,11.839875193119129
+16.588393060597966,74.92639930930847,3.646584596331448,2.026263362305724,low,clay,18.009624792080196,56.60610303706274,good,wheat,16.105286072189195,seedling,15.009988224160644
+24.90618367041015,82.456321595491,12.272126760987378,5.602556807002884,low,clay,39.87046013889788,34.63880797832549,good,maize,7.337851183640167,vegetative,9.791670981853096
+39.09544152970452,82.97311839871105,4.725754160790425,8.967592690559647,low,sandy,21.08845772800216,45.92825154244977,poor,wheat,19.620738197803256,vegetative,25.0
+28.474521861253013,43.66192280554955,2.110982734259008,4.70586626586177,moderate,clay,26.61590702320643,41.58773291513181,good,rice,15.868064463236951,seedling,18.51237577314596
+22.196987583371115,83.75454832388945,1.0034834413185822,7.812409414978248,moderate,loamy,13.399633014361342,37.62630117330672,moderate,maize,14.10594544625171,reproductive,16.15373724723638
+18.006774078215173,50.493073911306304,0.4576254803936774,7.261398601029164,moderate,clay,37.19731469703246,26.204729393730005,moderate,rice,17.842294304135518,reproductive,18.437696241588927
+32.58820850453826,48.55845992911786,8.623292966221275,3.217746930834396,low,sandy,13.07937258097168,55.1889214603107,moderate,wheat,12.990639144868211,vegetative,20.13860046040959
+31.12140108574317,73.60536344389416,8.534515597467873,8.19923061803524,moderate,clay,43.19289936880417,23.50223261444353,poor,maize,7.968252076224922,seedling,11.312297545064206
+24.348467840094365,48.281780405177365,3.710908001559059,2.900214322502391,low,loamy,29.27747953832193,17.96947154694172,moderate,maize,8.406697170593686,vegetative,13.909523107107963
+38.77353379664586,33.177984336582604,15.680381075424188,7.823312772575526,low,sandy,29.66705730390253,45.60250556225229,good,maize,13.00938819687445,reproductive,17.49121895064348
+15.555070324696258,52.41706633861848,2.585412558397575,9.927746694232756,moderate,clay,47.00802165089269,37.32764194841581,poor,maize,11.977102032532729,reproductive,13.79789585718788
+22.593096290795646,73.28793602150094,18.30634385278605,9.663851454494102,low,loamy,39.78498115645547,23.143033207025983,poor,wheat,18.436144952174825,reproductive,19.042645681987445
+38.026737157489535,49.61750521621059,11.751519552865448,8.401933944456037,high,clay,38.44127689105659,53.5153828101812,good,wheat,12.212702284987811,reproductive,12.618373967854325
+23.023385957986008,67.77354335970878,0.5523275220985924,6.276139393837617,low,sandy,43.61180747949182,24.310353638049268,moderate,rice,11.682850986877153,reproductive,16.34412392387066
+21.306320846379258,69.60716665578782,19.25945251485433,7.39859660656592,moderate,loamy,9.131777771229816,13.189103701107948,moderate,rice,10.622440481789145,maturity,10.401571310579545
+28.355510248281185,74.02416070358137,6.158825190917073,7.824867122752741,moderate,sandy,37.67199633262138,10.768335855915858,moderate,rice,5.187657875122749,vegetative,11.76452021734917
+35.59504374801345,83.82782797865619,8.999499191557067,2.0672121942259096,moderate,sandy,15.49435608961146,56.14275067234431,poor,maize,5.049989378665512,maturity,11.604995657357572
+17.578669021959026,55.95386995610589,5.685373859891043,2.8189297676236515,moderate,sandy,17.642585332794756,30.108905003886456,moderate,wheat,14.354396306115843,reproductive,19.02862035175457
+38.5755177411434,39.98592459974742,14.568425960675553,6.776473056630899,low,sandy,5.681576175414909,20.674445329560637,poor,rice,10.79932963356508,seedling,16.041136008691666
+34.8768220295291,49.13554292591336,9.713604414390772,2.052276321143273,low,loamy,45.21744784605107,38.35507072153633,moderate,rice,12.285908714354605,vegetative,16.226638848110785
+19.5312563887888,55.93003531043915,2.647459188050052,9.271245206187976,moderate,loamy,38.26008194486077,34.394283237973255,moderate,wheat,18.76035910721086,vegetative,20.45744467630686
+32.800199029954065,72.8334881596868,2.084079047189076,5.917301705800623,moderate,clay,11.267920901098098,59.99213266595135,good,maize,16.310474151139744,seedling,16.54135738359774
+24.62396806593893,30.78732753369801,14.507508266491495,4.0621366048409735,moderate,loamy,19.75654414921005,54.42524877160581,moderate,rice,9.45215118346701,vegetative,13.78838802625776
+25.05736695190797,48.94712300639274,4.74162809862543,5.150569356780794,moderate,loamy,26.596979017865035,23.555114953551477,moderate,wheat,16.224932123672424,reproductive,18.9891372579283
+34.58225231097166,76.79055486115901,2.7558674927694504,8.806211285120023,low,clay,27.225985200921052,44.88547386528249,moderate,rice,19.55284881370028,vegetative,22.52150836580657
+39.06962019951831,70.25146219984173,9.988551939956857,9.417542990112926,high,sandy,31.80442733346364,29.3587350358772,good,rice,5.77776933984541,reproductive,8.618056629171042
+18.16639682117985,73.90439841513631,16.05530575072608,2.9298798438185605,low,loamy,26.24826693778421,28.22188314398458,poor,maize,18.245711724031217,maturity,18.20809667671552
+25.515755921970484,78.70864616635168,5.575654917462609,8.223685071644613,low,clay,34.189039205093565,28.35536644111817,good,rice,9.022387165925112,vegetative,11.290589014701316
+27.02354020210759,76.99414313267773,5.528632234016156,6.625816945732242,high,clay,44.77418581907455,41.9627585408395,good,rice,15.508910138549645,maturity,15.764844287496754
+24.40779542387494,70.93098996916669,16.677625205207537,6.684022061315893,low,sandy,22.913264984929256,36.89919348424274,moderate,rice,14.550744677962564,vegetative,20.06782701400588
+24.079728092905626,56.37969194223544,2.956675891375653,8.23561697516661,high,sandy,44.45199137258863,47.752496104491904,moderate,wheat,15.020819855792478,reproductive,17.880248016911512
+16.306716689039913,89.01589973268923,12.334551835730943,3.78275749428766,low,loamy,14.882459720089022,17.64929231185821,moderate,rice,18.16260478256606,maturity,15.944542986505784
+32.13846551406559,64.14439173540443,19.10026965965171,6.248359743799666,low,sandy,10.462159627802178,31.271352322640364,moderate,rice,13.718134946416036,vegetative,21.835663557594746
+25.90536042800113,42.16615256213035,16.826062991546152,4.554820923606473,low,clay,15.773058347520204,53.01615277980192,good,maize,6.241925945827207,vegetative,8.45084511513505
+19.86984506609817,47.56877130628706,1.236304675594584,2.7560987598121187,moderate,sandy,14.29666947627426,10.158219473491888,good,rice,14.371754015354298,vegetative,20.55695405246053
+35.40083755755171,71.6137473582282,6.3982175312325085,2.840635564452831,moderate,loamy,49.328558755230816,41.174612440964566,moderate,maize,8.755052935745596,vegetative,13.380471871134349
+35.064018703790694,85.48437391196782,2.847489311852327,3.091771765001206,low,clay,22.147417690020653,49.28685106816846,good,rice,19.22405579218025,reproductive,20.900248776684272
+27.159790702222345,40.72320775235385,18.984812753742798,6.919198791238704,low,loamy,34.31629710206079,29.192723595702184,good,rice,8.325704272297564,vegetative,13.050486826565743
+22.46126652869401,34.94078974474718,19.718831324441624,2.84664158701848,low,sandy,36.32236938447812,54.18079941724908,moderate,wheat,7.098425440643886,reproductive,12.620503464407667
+30.95231814491131,82.89186288252037,4.699860410800758,6.560830740721388,low,sandy,25.034388022907496,46.78458514396824,moderate,rice,3.264713320914879,reproductive,9.218339498536473
+22.20380339443508,84.91667873477006,13.393980896575052,6.706376463818078,high,sandy,15.060728065471125,40.30240955884494,moderate,rice,17.655238729436476,vegetative,23.22914099839916
+20.9001982580928,46.58276071895396,16.832634640942366,9.231172080975128,moderate,loamy,24.71441060699217,19.91612391236833,poor,maize,18.573095273361503,reproductive,20.574709617594824
+33.262866350658165,52.6371434622744,4.6736056882895305,7.011012770604114,moderate,sandy,26.31923988378975,43.50519709817784,moderate,rice,4.149847864447851,reproductive,9.194640233502728
+16.00813099302377,69.6112798498715,3.7536126864195496,9.88470272705201,low,loamy,47.93034604642471,51.68834337560317,moderate,maize,10.048572283343336,reproductive,8.411871821638131
+17.369211775864848,49.79580125054849,0.2242204649456058,2.2479406395266786,low,sandy,30.588066726624906,46.4954522230077,poor,rice,10.11604013904896,seedling,13.733425828458692
+15.169704350589743,82.62952249620318,8.239249138830518,7.633169093160951,moderate,loamy,48.64426724034732,38.74284314388351,poor,wheat,16.60471274264036,vegetative,19.94439941080466
+18.823579661885653,36.45472216283176,17.98874924789433,2.2118406244243465,high,clay,30.952069206107662,45.72884193748701,moderate,rice,8.842885494641564,vegetative,9.932659893678514
+16.724750217761486,32.27893325761171,18.059592981126976,7.835020622997629,high,sandy,11.524910702341549,58.84442865660644,good,rice,8.837606369606274,seedling,9.500719061759296
+39.89505919449796,42.509172404567366,2.5548625501803257,5.086801673632284,moderate,sandy,22.296948720125226,10.540217051026396,poor,maize,8.639292313284583,maturity,14.979977682596155
+22.22024924885224,47.16526669229814,4.087049610567899,6.890462123140717,low,clay,40.65409966718445,43.196430928876346,moderate,wheat,10.296535854273516,reproductive,11.498510485344047
+18.73170031673118,36.7755954773325,8.160946618690673,4.476304576706702,low,loamy,23.973002054377595,49.649629035553616,poor,maize,13.925259434217336,vegetative,18.093306064815906
+21.024906449897948,33.941425760438804,15.61249090327404,3.2728403132211925,moderate,sandy,9.488023017872802,41.94457628302108,moderate,rice,19.465474377566437,vegetative,25.0
+38.40313928850337,75.33646281010789,12.237029670634572,7.788100144714259,low,loamy,9.3234272264635,23.654604812780278,good,rice,11.979096115509844,reproductive,13.44602857588928
+28.00400557560989,39.85659395413544,10.276994870404328,9.236963042160694,high,clay,15.667914022614289,51.13786982775127,good,wheat,9.621264080180184,seedling,9.229657026455936
+24.120452407696423,84.83533194397825,11.838637684452063,3.46865954960028,moderate,loamy,30.414730264493947,55.66495572278762,moderate,wheat,3.298952598398761,vegetative,6.912497069956826
+36.83478644773048,52.07997968688576,1.923993876045933,9.365624009628805,high,loamy,42.3569739694855,44.175236588658606,good,rice,5.723598508612346,maturity,5.522277081277525
+24.874756763725813,70.23634858328072,9.55327284509814,3.12145687363635,moderate,loamy,29.017073697662028,35.55121025360033,good,rice,19.11735131092008,seedling,19.05062646597364
+23.375214248942395,43.524126886128016,19.84126579078257,7.88529506039625,moderate,sandy,38.57361740027579,28.31604389298161,moderate,rice,7.41546142606503,vegetative,13.900821854750935
+20.18206306374339,44.41936610951201,1.7689229387817562,9.675561265432048,low,loamy,34.05168965999835,26.502837897832517,moderate,wheat,6.4298153513740655,vegetative,9.530096306172888
+24.444920597735287,64.48255217205451,10.384933552697728,3.178967054049901,moderate,sandy,28.584463331438723,46.16138227372204,good,rice,5.927732727045725,maturity,9.093658699761216
+22.917108900423152,63.63857550875917,5.912985233147492,5.480720374042827,low,clay,14.666356728139782,40.356169611096966,moderate,rice,12.99760573312047,vegetative,17.170951931347453
+31.932598982453527,76.12375368072489,10.79826593723918,4.699659858867196,moderate,loamy,44.7425842859889,17.8425286661004,good,rice,9.714153279287508,maturity,10.13765669224436
+22.239567616768177,75.46879834165595,11.476375200674934,5.107822001472785,moderate,clay,17.407192871612878,17.054832277914453,moderate,rice,12.926767073878048,seedling,14.44268799021468
+29.42999366056404,70.24126587981966,11.549457962389518,8.025117913054213,moderate,clay,16.376896847994505,13.55496018343598,moderate,wheat,19.558220690583948,vegetative,24.93109244446929
+16.647304125799316,56.94783395360946,17.044175706217732,7.289511460444475,moderate,loamy,16.600893102690552,44.17559595077849,moderate,maize,4.267812086160485,vegetative,8.454263855720423
+19.78222891741286,83.43842317683703,7.794948293473219,9.749495715702556,moderate,loamy,9.305845176107503,25.71821855050242,moderate,rice,5.290219304749057,seedling,5.409783978779112
+25.18513179028372,67.35470941327793,10.32708325332992,3.483836026851378,low,clay,27.439431840708323,11.012123448504363,moderate,rice,12.751182838530417,maturity,16.97938646564935
+38.423731347717386,89.41190942774143,0.218567979354971,6.346086954607041,high,clay,19.73886294692806,26.88463678546,poor,wheat,5.787294164604441,maturity,7.371077176967349
+24.431299642892384,79.16218907606151,15.791012031595336,5.593009163352214,low,sandy,28.48738914777024,51.60583259917707,poor,rice,14.277558979351822,seedling,18.43956162020351
+31.60185302999585,32.65858867429957,5.189754147517059,9.350848871405995,high,clay,25.39019215126714,22.38312650953517,good,rice,16.841283764581682,vegetative,16.30711036369462
+21.377180560534956,49.23563442481907,16.331100480810328,2.08495385981568,moderate,loamy,28.390631261750784,41.6774697330342,moderate,rice,15.37166717025405,seedling,17.8914288956836
+18.175839399330798,64.31254298825709,5.312773327606344,9.913363206136754,high,loamy,18.39440083494784,31.98355914706614,moderate,rice,8.395301691282736,seedling,7.988927920973877
+16.463415002001252,73.28817227228923,0.2157699252498446,5.83787451498023,moderate,loamy,41.68121508617429,37.44479434320366,poor,rice,17.24900853733083,reproductive,17.23703487549963
+22.635337463568785,63.02018986571649,3.096626363868935,7.00431717786878,moderate,sandy,29.038685041236,39.78863538315237,moderate,rice,11.675329872924676,reproductive,16.417690179236274
+18.941525669922697,77.16782534773091,19.71365805144336,4.880420446445724,moderate,loamy,14.379560103152537,32.7405490398055,moderate,maize,16.312760034433552,reproductive,16.035388287267068
+19.350261200403104,46.95933916544068,6.396024918959771,8.82021335756399,moderate,loamy,45.58116651128817,12.892792095359164,good,rice,19.35194099826945,seedling,17.949962871377622
+34.01898270967375,41.0347230739695,2.1764780402549437,6.4959035609470615,low,sandy,9.925479537514512,38.3847708464851,good,rice,10.908216155750903,reproductive,15.102933070992686
+15.395951773621857,33.235001027386204,2.3751760725150106,7.302487489998119,moderate,clay,38.00455164057349,29.876240618875222,poor,rice,10.90603454967879,reproductive,11.890356893615513
+28.945253143385862,64.39882467429132,6.2068542811444765,7.191237664485412,low,clay,35.53017821468481,19.99399527426948,good,rice,7.236431970486529,vegetative,11.479673341409995
+24.48653451483662,71.3159712405297,0.7529008223352607,4.91185711918186,moderate,clay,8.278651515660979,54.82541022594692,moderate,maize,5.090252766246044,vegetative,8.829061647857714
+27.66374999771368,49.56898302716169,10.229771762439077,2.6079279664529267,low,sandy,45.567842690545234,46.80335942730945,moderate,rice,15.49622537232362,vegetative,22.310728851838917
+29.070755930365078,66.8150510913526,4.274818309786403,8.461649808752401,low,clay,19.23405898017981,24.203412368620867,good,wheat,15.71961161312439,reproductive,15.725173454302176
+22.834192361431956,33.12943385119976,10.386212827937443,4.31772735347454,high,sandy,38.34027570265708,36.94785879652278,poor,wheat,11.403179777575138,maturity,14.623494540826789
+22.37772150460713,35.95760077780822,2.815284373984404,8.791441827821636,high,loamy,17.465071363287915,58.1556585362984,good,rice,15.865317401454556,maturity,11.745939358410467
+33.335046233372644,72.1052863355099,8.597144580349847,6.869144070326611,moderate,loamy,28.656128441639577,22.273078596223275,good,maize,7.142652869776498,reproductive,8.36628996069399
+36.78192470302893,52.08418231303793,11.95833716802489,4.829631664779824,high,clay,48.75501262154382,57.369223979471904,good,wheat,3.0589683952672697,vegetative,6.443855815943032
+19.8145408114632,70.28004186618034,1.2399987667621604,6.753977191788982,low,sandy,32.48493844406812,44.168067257653085,good,maize,3.554981548258191,vegetative,9.335198759783946
+17.440469013378724,79.90326721679509,7.974986185021171,7.163941538891501,low,clay,18.334524265721868,37.04183234753782,good,rice,12.492748453559734,reproductive,14.04041048593706
+37.44489515980065,81.15734624856701,6.050476419793755,7.653467262069379,low,clay,25.62697158834844,59.160384625910986,good,maize,3.868374574573717,reproductive,4.60332410247842
+23.747386591184966,40.330058727867055,4.8071963297726805,8.57870507605657,moderate,loamy,35.421851798667035,26.685443071371743,moderate,rice,17.100968163321628,maturity,19.53254960641413
+28.782934766570357,59.17713434108079,12.09069252168993,3.2780395377438776,moderate,sandy,25.03350029822259,23.91155937183101,poor,rice,15.133240825276822,reproductive,20.254983783633623
+23.988578613000087,74.03560341794919,11.770839715308146,9.553155078148931,moderate,loamy,45.98368530644167,26.97966375292781,poor,wheat,17.88541021588614,maturity,20.76278167998211
+18.145058408651284,76.43883577601463,12.61399613355387,5.286724915420087,low,clay,44.03573313784205,47.54292009509376,good,rice,14.70755271366396,vegetative,16.160099660403585
+29.7332911236932,77.08055884373266,3.177653408650427,8.883602387011019,low,sandy,11.60645796322356,26.850327370944264,good,wheat,4.052736764033147,maturity,8.824834256244666
+28.12852129424074,43.69004006283507,5.714184897246555,3.763836762942281,moderate,sandy,40.32234023285274,15.138117826694948,good,maize,8.43987157341623,maturity,11.341005644100305
+20.07483897977993,41.5520890634264,4.193575559901575,2.2322317776377183,low,loamy,47.40867103814469,42.21560482242136,moderate,rice,9.068048189948868,maturity,10.511823136570396
+26.296726116306942,65.40074809642175,10.810072099956836,6.586752348982806,moderate,clay,19.26087009687453,21.14918001163877,poor,rice,12.867220627858034,seedling,14.535115247698512
+34.92368760039115,74.46514786429319,9.221313784192326,4.597330232579512,low,loamy,15.719887127952129,10.208153516330295,good,wheat,19.3674294500987,maturity,21.83684105446723
+29.76065257769729,49.1483709320516,6.605874751855001,9.875696039583596,high,loamy,5.431493583809576,19.95787183669467,moderate,wheat,16.087898627140937,reproductive,15.579995832788818
+17.42293317667487,36.282309411745295,15.720296177368663,2.835627637723064,moderate,clay,10.20458459951182,50.95727144718412,moderate,rice,7.2861641061328415,vegetative,10.197467225421189
+28.70053743072837,73.00478297460465,1.879474888167656,2.378422928028174,high,loamy,48.24108819312147,57.01240527909608,good,wheat,4.657252534633899,vegetative,5.104630956264747
+32.56845748223967,47.98186988280027,19.497933775112845,2.360142548425066,moderate,sandy,22.60047324818918,43.0976398671934,good,wheat,18.250128060634083,seedling,20.65067346878593
+34.81758514451879,39.98176345870331,2.3308815563063745,3.734989561790356,low,loamy,22.43036927563921,25.524489201204236,moderate,wheat,12.838691465291832,vegetative,17.61759840881224
+30.72793946585667,38.8634117038279,15.461416251367387,6.633528930922707,low,clay,17.000551309764727,31.824867345158783,moderate,rice,5.469392990891894,vegetative,10.239243520633396
+18.816454113519598,48.89457285160297,7.364603783216637,6.044506989157534,moderate,clay,12.382650980784073,19.72743704704364,poor,wheat,17.21894293094603,reproductive,20.170938638981166
+32.75433166475402,65.56068395482473,17.305244582636114,4.800606438668492,high,loamy,27.895558592671847,54.038896169222326,good,rice,13.75211710320935,vegetative,14.550724286670208
+31.93354615203791,51.504134321629,1.483398975683241,2.710344859335274,low,sandy,37.543444546290985,43.27907813951949,poor,wheat,18.12346390618008,maturity,23.66325823832902
+15.61067207351583,31.23971109560589,7.494434203846756,3.8698967583545514,low,clay,29.785790012052708,14.220629868868205,good,rice,15.942891011901873,reproductive,15.121782075359365
+25.29369168975608,35.814506080668664,6.708868130004726,3.473176518277735,moderate,loamy,6.595260662834565,28.346684181813405,poor,rice,11.858914388507024,reproductive,13.54260188131901
+23.323756174059334,47.43019483191715,19.863140764510707,7.965334697248387,moderate,sandy,41.15613384336502,36.90112983973631,good,wheat,12.58465261859339,reproductive,15.637448437362702
+31.73530160634109,69.58226892882551,19.710979897792512,8.239571064010512,high,sandy,46.92173682624314,49.86650405002382,moderate,rice,11.89596137210494,seedling,15.273918913274969
+20.403395307773017,35.91090440811203,3.79607917332776,8.216112104494558,moderate,clay,24.816953336333945,56.02523003980462,moderate,rice,3.929315176670287,reproductive,5.9339413214847
+29.77179807435646,63.63941121004091,12.598939213966778,9.752324355313188,low,clay,21.49090487598473,16.633671164596727,poor,wheat,18.890047901440305,seedling,21.83467976508957
+37.830149045354304,37.19315224944025,10.710388398218804,9.073903570672256,high,clay,15.343430475019934,51.72777800955682,moderate,rice,19.789587753698868,vegetative,22.80821228384221
+34.9450593052152,42.69691964096289,3.0874698248147747,5.982437977428039,moderate,loamy,18.584163492677597,13.289188843120982,moderate,rice,8.17479362217437,vegetative,13.448073684379413
+38.03644340541326,40.331311653345765,3.355594122088461,5.319488167273321,moderate,clay,34.0001378415431,22.024523541828923,poor,maize,16.930215542824058,vegetative,21.8729802237012
+39.462649173317246,34.03371813424863,19.78503456959109,9.326148141675697,moderate,clay,39.65657575382935,11.050614604279891,moderate,rice,19.958306190988125,maturity,22.83134916489906
+15.266753175154069,70.27978904319542,9.054599872418654,6.889802016385174,low,sandy,19.94970813563028,13.191419214080916,good,rice,3.3299819527719494,vegetative,8.858313974398861
+30.56853190943694,57.80421284316207,2.51602584000147,4.355189336204762,low,sandy,20.285268052007893,11.621009243098143,poor,rice,8.479389646480985,vegetative,15.959213501835997
+25.32098494397266,79.86320645384029,4.295800774785086,6.515712221721339,low,clay,25.29955938660753,17.30039299745897,moderate,rice,12.689372553385914,reproductive,13.859310447972762
+36.49636225837804,35.933450398939016,5.366961344970993,9.93719538156901,high,clay,12.659124943386251,53.82640376481887,poor,wheat,9.705094327391835,vegetative,13.25878748357303
+21.29536755022829,38.68397600028433,10.218345266372388,8.795760481218899,moderate,loamy,46.7243684679682,24.191329367314303,good,maize,19.452933991123995,reproductive,20.7824600581467
+39.5257372278769,48.38746388102704,6.7109625901261865,4.250237728476333,low,clay,36.74552308040531,33.985767225282885,poor,wheat,6.260592529970976,vegetative,11.158249019440683
+30.34269923859368,75.95195921632849,9.10023571779842,9.623635407337735,moderate,sandy,24.511254272350293,34.35581841090851,poor,rice,9.681418458751033,vegetative,17.325530322528998
+34.83843505572077,48.34552938934193,3.3299910220272544,9.851696891832926,moderate,loamy,10.502263035002487,59.76314667855367,good,wheat,15.461044381830147,maturity,17.5150323247682
+17.139988820569208,54.50512244992156,6.534573811750124,3.8493356753233217,low,clay,43.19714967011005,28.23364553623859,moderate,rice,16.54853927850816,vegetative,19.88755137372755
+19.586447118971627,48.09621397782988,1.406331854355081,9.16473694801073,moderate,sandy,26.76714552395618,23.254966413340377,poor,maize,4.717004512964182,maturity,9.188329037622408
+33.96009182585508,34.8134575080618,17.794205469516974,9.065621741590656,moderate,loamy,40.85972978235558,58.16223499161184,moderate,wheat,6.753334709738321,vegetative,13.618023448694393
+15.54966305098309,86.36601737377124,3.975049543371565,2.318028585872325,low,clay,6.502733926288201,39.62628235486699,good,maize,5.245772163067025,seedling,4.096983402083591
+35.42194964734457,62.91233952427133,15.138002708574776,7.357513544493496,high,sandy,17.314434332687966,24.47407194685213,moderate,wheat,11.500356171833074,reproductive,15.350347092089672
+15.348725467297786,77.2699912911298,6.99103576406692,4.442245704249355,moderate,loamy,32.99429195111318,24.37429683114844,moderate,maize,12.052916945103394,vegetative,14.398434527589476
+31.42797097653183,69.50142553111776,9.487946378795868,7.3969010119350065,low,loamy,26.9565494552451,14.318135415541269,moderate,rice,15.532898215814424,reproductive,18.365840977487853
+24.12734800579515,60.855256743718506,5.825220789224536,9.308469553521949,high,loamy,18.27823900894839,37.84343188963408,good,maize,17.85098234932885,vegetative,16.564832555129705
+30.28737131797998,35.38069539956281,13.928825422147398,5.990233983916148,low,clay,14.050860686411832,46.18439425263395,moderate,rice,5.3368425230643926,maturity,9.09883945121635
+32.400785174727844,68.56401271621826,16.89092838549415,5.315302646309222,high,clay,18.581599811771717,33.73568989616149,moderate,maize,12.012441680012769,vegetative,13.2507662367043
+23.561880479657603,39.32222135620993,5.725403694791762,9.372250169499338,moderate,loamy,38.40527303945614,54.221844186351504,good,rice,11.170046316887907,reproductive,12.062751241305063
+17.69906120277089,54.8629901613766,4.844352873271848,9.79291934190826,moderate,loamy,13.266830772558746,34.19823919408575,poor,wheat,18.22364070061357,reproductive,18.86142282744382
+16.74114669370664,67.74678860882582,13.628805309277938,2.497890622350422,moderate,clay,31.721594343899337,27.31791689401584,moderate,wheat,11.975723388910398,seedling,14.583978034067822
+29.72340056406369,76.9337400283274,3.903061211354417,9.382784553185658,low,loamy,24.065637504469716,22.539142487579813,moderate,wheat,6.917560426593751,reproductive,9.413262113669662
+28.016383843352788,71.10271054251717,12.796795312195446,2.6621482681751107,moderate,sandy,39.33670567373338,22.1646663176338,moderate,wheat,18.74263811085921,reproductive,21.4596174936956
+33.55502522802831,70.29201174327773,1.8885615938727107,4.698289707068717,moderate,sandy,14.072833517851384,25.82569835862665,moderate,rice,18.826929094821352,maturity,24.25279856581552
+27.743387750098428,38.94253255051245,12.402743199213743,8.100592979442613,moderate,loamy,17.154030930656027,59.59874499401663,good,rice,5.137401729973748,vegetative,8.456814391025162
+25.56114475077198,50.76771240429528,10.268134680208664,8.216295855517561,low,loamy,22.94093893589817,28.041326277223277,moderate,wheat,17.500195866900967,vegetative,21.252616600006668
+24.95217945590577,32.57473635961165,2.278114311526167,7.80657512543333,high,loamy,12.495902391772866,36.22999476891148,poor,maize,17.230275437930832,reproductive,16.37983204740464
+15.661172564941689,73.16861359058788,12.982072697291995,2.312899904488547,moderate,clay,25.75376474651349,23.73375660183983,poor,wheat,13.0206209300199,reproductive,11.21887180162012
+23.388930042416423,87.15515887904515,8.931143140681517,3.0637283841927463,low,sandy,23.722286366757107,17.176793217301263,good,maize,11.038882757072011,reproductive,15.941486411561517
+39.40050393811235,45.84662341074455,4.342301016341715,9.489731985757988,moderate,clay,49.553849492632,42.29167200795517,poor,wheat,6.141507504232081,vegetative,14.281922895677672
+36.83888940567722,35.26180254973856,7.067683114043546,2.6516911071671263,moderate,loamy,31.723866917513924,37.261002057774775,moderate,wheat,6.572525572781947,reproductive,8.862627778366972
+23.234451675855443,58.534204605219216,9.842042112778593,2.628367335784933,high,clay,8.125791129821621,13.391319374869628,moderate,maize,7.470562503651333,seedling,7.456888857495409
+29.694885126659305,81.40189338765413,1.83108454528764,8.685167502062962,moderate,loamy,25.69737413826651,54.1393454493042,moderate,rice,4.371440437010778,seedling,6.059169159077908
+36.18241863838735,63.11845171630678,19.15218966256709,7.130126025783089,low,loamy,44.53256888344199,35.38549557996076,poor,rice,15.103141486950932,reproductive,19.0929004309529
+26.03185841875172,32.8066290114068,13.311243124242424,4.8132484467614365,low,loamy,44.00454143251418,26.765989136891445,good,rice,3.845057948791224,maturity,4.33024917085398
+15.448946593753774,88.45633443167677,2.05069962575392,3.325683896573011,high,loamy,48.28123489419119,48.967952398273646,poor,wheat,4.632277255072324,reproductive,2.9857817892173357
+16.862761545466,79.71899459775605,16.45724368656919,9.07336335914252,moderate,loamy,45.24038900839586,15.6045107115322,poor,rice,5.807755783338958,seedling,5.3712194196928
+27.759818033717664,37.89564462309061,6.451098618922908,9.908302061028095,low,loamy,12.933486568145996,33.689009043653485,moderate,maize,14.711711027364665,vegetative,18.348982697645823
+39.23598439189696,85.30786539021054,11.935990734263678,2.399773827542633,moderate,sandy,5.160662352188165,37.43862445467015,moderate,rice,4.971831204423041,vegetative,13.921384627400814
+32.330238555471695,57.04129731631132,5.542856831591465,6.432907056721614,low,loamy,32.73137101562533,48.75624941416071,good,wheat,6.018171927216648,vegetative,9.778162248246153
+16.772904785964236,52.31387943449647,14.668118898292144,4.0904286792465205,low,sandy,36.60999650779773,28.51223120329269,moderate,rice,18.92621958914816,vegetative,24.948103346603965
+19.73402189479657,57.66319983163129,14.460179500002043,8.659094668397632,moderate,clay,10.904546750048423,52.74819936052771,good,wheat,7.825849659774547,seedling,9.092195962302268
+34.28307858042125,80.07431741225683,11.04086913744836,4.768584734198446,low,loamy,12.507588463918411,44.88364549737601,moderate,rice,14.798777565617833,seedling,16.16063526904756
+36.03599399890612,69.56878069720715,4.8185118494315615,7.717034313490719,moderate,sandy,48.33844535249153,48.55376804636136,moderate,rice,18.85924748027555,reproductive,23.623810455460408
+30.442364654714773,33.554907143983655,5.0740761502429095,6.316187372210217,moderate,loamy,47.47249646353664,58.45388213956705,moderate,maize,3.7050519729172393,seedling,6.244669619877695
+31.110579240745416,87.45626226697026,7.657255933898859,6.332187052759762,moderate,clay,12.06371969148551,52.23767932919834,poor,wheat,10.931167456621976,seedling,14.160320137618909
+15.708436259584616,38.867048008699065,2.900243347925706,8.863995449443372,moderate,loamy,16.115378192000485,27.33941841354761,poor,maize,12.09768969860862,seedling,14.91151027268586
+35.71325648953771,74.73407710412107,6.753114263818471,5.763235407396514,moderate,loamy,45.14511479098667,42.29055301831481,moderate,rice,15.932986947514806,vegetative,18.36696881829834
+34.706880204270746,68.16819182568787,13.68709202496625,8.764796273155845,low,loamy,24.57469987850157,53.43057959190646,poor,wheat,19.39018897334639,seedling,21.52427163905579
+21.47587860258368,41.25168287679365,16.616905601188424,4.907414624300603,moderate,sandy,40.9132681637595,36.25607920362528,good,rice,3.6941558199417055,vegetative,10.199052979802742
+32.71691799913768,40.24392456678298,6.651645809867228,3.3982635397144403,low,sandy,22.81937138416854,44.13999250608339,moderate,rice,9.466248395317312,reproductive,13.987862891098908
+20.371365160624958,82.21965562228152,4.67180516508728,5.643819021252921,moderate,loamy,38.13723118886429,18.61305889750723,moderate,wheat,10.325260075489972,vegetative,11.358987604226169
+16.008254026287826,55.18169540997583,16.652851566702687,5.9868462510161775,moderate,clay,22.857161137403928,50.79571383505575,moderate,wheat,19.433671975856488,reproductive,20.19605873905276
+20.028413564759436,69.2745908504483,17.814080547718426,5.827065581102332,moderate,sandy,45.463059271605296,47.87303156509192,poor,rice,15.922155732854618,vegetative,23.40088009316752
+19.465721918857486,60.2442602314004,8.200430466241286,8.466643295034258,moderate,loamy,19.650770556738443,54.44469360830637,moderate,maize,18.900165985998964,seedling,20.44476613511313
+23.44369991837118,73.64121102455758,0.538083076992677,6.517431531680777,moderate,sandy,28.5403159397358,45.50743759427914,poor,rice,5.302035184422596,reproductive,11.150205502827706
+25.46123742938645,58.75454250235983,13.899232417883038,9.107552574070423,low,sandy,28.47901584772448,53.84502969911801,good,wheat,3.420179720891459,vegetative,10.5586421865141
+27.7134722874427,47.2427949153341,15.68066472366259,6.113483959327537,moderate,loamy,34.19921203777747,18.110804837179515,moderate,rice,19.507590667757665,vegetative,25.0
+26.91884688770821,51.803002259789785,0.3604850632888046,3.797720663056034,high,clay,18.801502005342847,50.68236791128503,poor,maize,8.625844456923843,maturity,10.247982019204391
+21.766865149132236,81.54466166702056,11.900617066830264,3.035966722102021,low,clay,33.91972282692424,57.64836289435523,moderate,rice,14.16946782335996,vegetative,15.949577546003168
+15.729266714351862,58.08208157536362,11.7673751648835,8.946902567556968,low,loamy,11.346611879499385,50.77538769130252,poor,rice,5.670885204169212,reproductive,6.121346612637506
+30.127540555928768,42.80695993467656,7.574158174958281,2.4493823912176937,low,loamy,45.21260854904589,40.7613965874847,good,maize,12.40727975827649,vegetative,14.541010063098083
+24.89362074618386,86.0763232846352,14.995346517016754,2.940876895358098,moderate,loamy,11.487806940250902,56.32500519461359,good,rice,18.998869200990853,maturity,18.745307207902616
+22.46680393468874,77.79602738990262,8.563580762287213,2.509268151341129,moderate,clay,42.81327206502586,14.724316329898716,good,maize,14.946432781236068,maturity,15.903653607139573
+36.6735260707628,33.33996876337195,13.53551903582728,5.389873577454562,high,loamy,36.191663122271336,10.843229869876822,moderate,wheat,10.679525372182123,reproductive,12.845850666858649
+33.668582694954,89.93657771883107,10.34234609270304,6.260924931148748,moderate,loamy,20.34801826328625,58.26601076212973,good,rice,18.67946509066713,vegetative,21.41566004081975
+36.444138709311055,71.69560178640614,4.969292094056879,2.158997848180806,low,loamy,19.734495706781605,44.15025965417565,poor,rice,5.141240795062334,maturity,9.312633638484993
+27.374569867811523,39.61599594243522,12.130017260202637,6.124689335132834,high,clay,48.47202833370042,15.708322884949125,poor,maize,10.978071191365729,reproductive,9.983968959272874
+18.27328130316944,44.23006087791579,14.738169896916832,5.150075770325008,low,sandy,13.774273800065972,27.00061417670297,good,rice,12.738150484960284,maturity,17.916629426517957
+32.40553590303181,71.54672887449281,19.478113468740077,8.189161459647185,low,loamy,37.533144444486446,47.440104182527776,moderate,maize,3.232084459058286,maturity,6.523283599053643
+20.15184449842938,76.78566331674732,7.602178936048269,8.639652973969785,low,sandy,13.26570351153676,47.519378278005824,good,rice,3.306289393232941,vegetative,9.625706920211265
+26.03074172729292,44.34215658898837,1.289450893327022,7.479739491089643,low,clay,45.74288842792408,18.49957710421848,good,maize,13.509719692982324,seedling,13.75722682698969
+16.62501972372221,45.418131233956245,19.75942442442704,5.787964282532991,moderate,sandy,38.38725522056427,33.50738332082613,moderate,rice,14.125944879751264,vegetative,19.53769707715117
+35.63271006057456,48.42724169232365,12.476133188510726,3.729188760335905,moderate,clay,46.97171098312716,50.36555484699269,moderate,rice,19.68981183688285,seedling,24.23192761471009
+18.148516026187515,65.88110189019821,18.929009163215383,8.776918938420481,moderate,clay,44.55984706780559,58.339863230125566,moderate,wheat,8.277679693566922,vegetative,11.588639728536162
+37.57743767623274,40.30897069807661,2.076541720222387,4.733353120355335,moderate,loamy,29.727449763478283,41.12827939469916,moderate,maize,8.827988125920749,vegetative,13.637520447111651
+36.60576505653893,36.25459193308665,6.840676797409153,4.850335097559594,low,loamy,11.850309917954522,41.90666738398077,poor,rice,13.106032833168978,vegetative,18.498751527765148
+26.61456911098115,70.73184534513081,2.678733977454486,9.328092377496358,moderate,sandy,14.965678131792764,33.467464913764225,moderate,maize,15.613891764397922,seedling,20.24920345594373
+33.60920510759976,76.74587638759022,16.71020309164119,9.804778044783305,moderate,loamy,14.08180432336272,36.952899727999146,poor,rice,11.840746220992449,reproductive,14.7461731005158
+30.486126845453832,60.05576426499033,17.60685482858632,9.185047651076031,high,clay,14.928774922616975,14.946679030486816,moderate,rice,13.502838186155303,vegetative,17.23331255610379
+35.07689105844362,51.82996261610312,10.026233997500407,9.985877788488647,low,sandy,26.438636528643155,27.479404373258085,poor,rice,6.506953143330868,reproductive,12.540231855132363
+25.7951275196478,55.92256281158858,3.732124353240609,8.951270751211819,moderate,clay,44.05070635157354,35.36468505080696,moderate,wheat,15.172151927453774,seedling,15.098642665779618
+34.64521210610875,53.30447003231711,2.542379380794171,7.6348601409606545,high,sandy,6.040157228225563,23.749061592069022,moderate,rice,9.846104441417028,reproductive,12.960009342506032
+26.5614204266287,87.59909449426051,11.763282201604136,4.350555196571783,low,clay,15.73161829673816,27.99145156931653,moderate,maize,12.815232496721467,vegetative,16.299330680332066
+38.52414469606985,76.08539431314841,10.12752649170601,9.62365639119901,low,loamy,31.85613414948478,58.55983227377468,good,wheat,14.206117610292456,reproductive,15.659493537044758
+27.15930252062869,42.48523289100662,13.89578204735335,9.01301465291003,moderate,loamy,43.939556656599486,10.260122445433703,moderate,maize,3.1249052146803447,maturity,3.416441998485116
+26.56548179834324,53.05134912323881,6.1041452523998245,3.9259743393252258,moderate,clay,18.386617407077445,25.132171988286288,good,rice,12.796654244297798,reproductive,12.958047453982951
+34.62679653908782,62.64073748178659,8.047359900487246,5.913299785934616,moderate,sandy,22.21372216340633,39.19770080102348,moderate,maize,19.024371945479725,reproductive,24.77563415734848
+35.539442294020944,66.77915172382131,0.4272214770231475,2.560445285004401,high,sandy,21.80414343715274,23.94834418962173,good,wheat,4.687237928723138,reproductive,6.34978853417695
+28.86222785802927,58.09103376172602,12.20286090151058,9.626470906137737,moderate,loamy,18.216214831846216,43.823192739482366,moderate,wheat,4.846594441289994,reproductive,7.116489402477503
+19.494945337376883,78.60759810071755,8.462870426929555,6.582146621771647,moderate,clay,36.44431823789125,24.96375402128831,poor,wheat,6.38950443246061,vegetative,10.840709166572305
+26.69395577393949,76.0563611674939,18.39529267626896,3.9616043674253234,low,loamy,34.51166251027968,41.91038515570512,good,maize,4.697759272448007,reproductive,4.557781471834579
+39.20181257274196,60.30947511769,12.835725954096098,4.339194508991006,moderate,clay,42.94737545045406,52.49312982002713,moderate,rice,17.511440728213056,vegetative,21.08025919891736
+33.82465482597963,81.26576320690383,7.973889828993876,9.845250981038877,moderate,sandy,46.290982107614326,42.93219706334703,poor,rice,17.981040374253556,reproductive,25.0
+35.2790650969783,75.06537182654316,5.271783617467007,6.9249143344335815,low,loamy,45.52141091414812,12.494227130817766,good,rice,11.05616361683104,vegetative,13.72696297778458
+15.820637470481005,76.71491092323859,18.105698852152777,5.36546499285123,moderate,sandy,29.30723770454219,49.76066848074307,poor,maize,16.450906033325538,maturity,20.008576459429648
+26.696486565853995,87.384046766005,0.3253014823488653,5.998763694284305,moderate,loamy,13.356385809103193,20.64006863433857,moderate,rice,8.158365833138795,vegetative,11.986510729191847
+31.165528341438883,45.98801647255216,6.538249345047844,2.788400579018747,moderate,loamy,14.997292229253237,41.73958322418781,good,maize,11.566461939214449,vegetative,13.353860688536663
+35.75081709070187,46.05888974201095,18.8701116757607,2.600182080583008,moderate,loamy,31.561420930741807,42.336684104304624,good,rice,12.14258012788271,vegetative,15.997970967451836
+16.231841339569286,83.3371353414384,13.08066013963148,6.741661946403079,moderate,loamy,46.32791832429236,50.18685521238072,poor,wheat,8.2071921282595,seedling,8.50813957302397
+36.31097214104683,76.33358240314077,10.65438142566598,6.096032291522532,low,loamy,28.86941460041167,35.29115602037274,moderate,wheat,12.984266788418925,seedling,16.087832457051093
+28.71002341854779,85.59273248613763,4.070694358408549,4.873225530427529,moderate,clay,47.10778451450508,28.798168724509186,good,maize,17.332931215721175,maturity,18.402418454323247
+19.932849264401497,33.78780961946718,16.66749548508774,6.528911620090916,high,loamy,16.8012508063521,35.90141108861786,moderate,wheat,19.06698254431094,reproductive,19.9098704874964
+22.9313804112425,67.66542463569579,4.083981251855522,2.581407595497378,moderate,loamy,8.885604998978028,37.28784660766842,moderate,rice,8.180643074946616,seedling,11.550183302551533
+22.048238793789015,38.67770028740685,4.965070630424999,9.55192937145237,moderate,clay,40.833068273782494,51.0769072043034,moderate,maize,18.725607759697255,reproductive,20.33066799120012
+28.271475857211897,60.23383189755496,3.8370228574371046,4.349693502273775,low,clay,44.57226118728176,20.25355055772269,good,wheat,13.663272359558576,vegetative,15.823814506490862
+16.292141997778295,39.34481591120665,3.162989211390439,2.574230325375991,low,clay,25.16365654639212,52.34160575019546,moderate,rice,13.205313011145314,seedling,13.214815397836675
+18.963403962498088,37.68471053909276,19.06624991957606,3.3560341805928324,low,sandy,9.609989795508408,28.28538055546116,moderate,wheat,5.08873303977755,vegetative,12.16730583856549
+35.31732608439456,30.73010072292199,12.040631922826169,2.763791315860135,low,sandy,6.904728253791294,47.19311560136973,good,maize,15.077858103934226,vegetative,21.812769527031545
+18.31509976867028,67.81432874297425,12.756742640201878,3.42883603487745,moderate,sandy,7.815106201812401,26.78562924064287,poor,rice,8.21926081419889,vegetative,14.203511292910534
+20.83490673645317,51.54135700140516,19.08650931357567,5.334032438612895,moderate,loamy,24.760150681241456,45.4442674530641,good,maize,10.249200046565832,vegetative,11.082488701766938
+26.33426514010393,36.3112970927383,4.611501102511253,7.9044071514841665,low,clay,15.566674592236332,49.95896601964317,good,rice,5.406074662583819,reproductive,5.50452814916623
+27.92802220283326,49.37026666387859,0.1183507719538412,4.178786779640318,high,loamy,25.78654564280411,37.90327348089082,good,wheat,6.919094945762517,vegetative,8.326517388613897
+34.090261990353966,40.136645487095095,11.977672991405823,5.487412975533151,moderate,loamy,26.982027611120948,40.97723114857124,moderate,rice,13.57215780154044,vegetative,19.503989045798207
+26.18331066665469,86.50168989009957,10.156897064483172,9.430058303105891,moderate,clay,25.61417834339195,45.38802854409733,poor,maize,13.440716956673722,reproductive,15.43848626915455
+34.74661552588847,49.20029314568089,9.553007547965882,4.366573914607804,low,sandy,32.89650831457901,44.42136808014752,moderate,wheat,10.792841813540557,maturity,16.852470612183712
+30.45865767613644,50.03721139736339,1.2376042249239827,8.35775802611768,low,clay,35.57317033740218,46.370777515726665,good,rice,13.72036780137207,maturity,16.0411316181626
+17.82749348559556,80.39148020397514,9.08869733149569,3.262534979858932,moderate,loamy,22.817542810533716,52.483766988616274,good,wheat,17.741732750155432,maturity,18.07814393239546
+18.908285959820965,68.86534567716025,5.751191301813979,3.426573970057981,low,loamy,20.166427047563445,21.02582091003296,poor,rice,3.5463883938228404,vegetative,7.6009304401767555
+25.925843136244268,72.61029644418008,5.491293544486262,5.649222987810125,low,loamy,21.57805779965964,20.736575415541232,moderate,rice,6.497627448975894,seedling,7.579315612109858
+24.922234827225992,68.16010823933763,4.447631603581856,3.87281800373109,low,loamy,8.158168852867428,58.53412080443197,moderate,wheat,8.034693780969985,reproductive,12.055052671612598
+33.58860674093236,86.77177703691393,6.650567195091415,9.224224590354082,low,clay,19.473383880259867,52.56603280422186,moderate,wheat,12.811970181781057,reproductive,16.854430045150547
+29.5184284949338,42.42004989348271,7.062661502868249,2.4060183289878223,moderate,sandy,13.996069077944062,39.585256767866,good,rice,14.320466197586894,maturity,18.772649107405503
+24.703327025056232,89.34235450534774,6.17551552723995,6.778180529150717,moderate,sandy,18.08780774286275,10.40893982964389,moderate,maize,12.406804361618352,vegetative,18.3335684585187
+19.26900708625964,79.85737065339079,19.57505431439018,6.833835169196159,moderate,clay,37.14786953184101,52.7379115546471,poor,rice,14.861258658731476,maturity,15.07610394019913
+20.67092755813738,65.33835533258053,18.654621710189744,2.528207420155581,low,clay,49.484229560424176,47.57982851718598,poor,rice,10.589652952628958,seedling,12.43797874792357
+29.38752546172648,69.74229746377495,11.490201990497244,7.86051371896713,high,loamy,46.55988351541793,57.81880914479854,poor,rice,16.54677586659602,vegetative,19.054814372741784
+25.58597012249481,68.92955259003685,19.6210967682062,5.751180356097568,low,clay,41.97313915373435,10.658091216829336,poor,rice,4.22928470920042,reproductive,5.863326147689429
+27.8731877215168,33.503773443549235,19.8239602063838,7.784586987958468,moderate,sandy,38.173868002722834,11.426287141808292,moderate,rice,13.537525136928236,reproductive,17.938836956298733
+19.26693588255584,43.08098991191632,7.11879420034605,8.61539988748056,high,loamy,47.52219421404767,35.872525496423194,moderate,maize,3.735328805484826,vegetative,5.590072447214354
+31.572656308614143,87.68825307148495,8.903750914794891,4.583194815925551,low,loamy,38.84188306115264,52.80246046443072,poor,rice,6.926459312450436,vegetative,11.04270850880201
+36.31346852139917,62.061865731562754,19.18123553969331,5.875887063483901,low,sandy,26.19296017089499,59.56581887463057,poor,rice,4.049885013884807,seedling,8.575084166479508
+21.44848766967252,52.70121619571472,12.172523985973733,4.086086238144091,high,loamy,32.061286657265065,26.001261442479336,moderate,wheat,13.10171047875638,maturity,12.730686655265472
+27.287855645795663,75.7223078033445,4.25858165674545,3.61210770817868,low,clay,18.760323699067094,11.818184294375556,good,maize,6.577443768273026,vegetative,9.987115840507974
+39.38818322552255,61.47113655934857,13.787613366730008,2.0047580643412592,low,loamy,5.1488752004137766,19.77540115281034,good,maize,4.563960493299391,reproductive,6.74203717950941
+23.331043513768197,30.789766285913856,4.1149236409217504,9.7090520966387,moderate,loamy,20.91258024492485,53.85051846636039,poor,wheat,16.147133707152033,vegetative,19.847719937982177
+29.876158623094028,74.17425580290708,6.787154873436916,5.527427754637186,low,sandy,23.21734332208908,33.32251893409536,good,maize,3.009617966328021,vegetative,10.46240990044814
+17.254892505006108,73.93305360317169,4.55120326190703,2.104558184470992,high,loamy,37.98914709147271,52.66534781220667,moderate,maize,12.33436192790486,vegetative,12.597250963587395
+30.15037506198608,39.90892272659846,4.899604318676845,2.0715086205443853,low,loamy,43.66492268103221,32.195414576492844,moderate,rice,18.630278440857825,reproductive,21.62080387420928
+17.240794332615447,87.39960530545281,0.093111631335645,4.3068205484095605,moderate,sandy,48.31946230412371,12.669490657715064,moderate,wheat,16.39568689605111,maturity,19.729779424971767
+38.98088588309555,43.43448789246686,17.614176643989037,2.111501429680948,moderate,loamy,20.83062890103144,40.87876151221691,good,maize,13.265054497866547,seedling,15.307662943814345
+32.891566301807785,57.46496204293196,5.919809905515876,4.996116941268387,moderate,loamy,48.08286213643002,31.784024806768105,moderate,maize,4.753663209077832,seedling,7.044616793023379
+34.70399470339266,36.88415767565488,1.7274875904558895,2.503508011511583,moderate,loamy,40.97235005121074,34.56765993090305,poor,rice,16.433230655331858,seedling,20.806960785880783
+32.602609019290924,66.19693916703531,1.7397481136217707,2.314012729202478,high,loamy,6.3879969981074005,57.44853719762852,good,maize,8.701118807344407,vegetative,10.112602100744084
+29.743225901911643,52.52706720343275,11.120365529219043,7.3550511525964,high,sandy,31.786738116656096,32.85374942978172,moderate,maize,5.6082187336078375,vegetative,11.303634706899569
+26.24781952713764,51.19040773258233,19.858411010678743,9.254730315543078,moderate,sandy,21.453880989879217,49.82637362112836,poor,maize,19.803548194772592,reproductive,24.540846040629443
+36.45933449402656,79.61861263325684,2.9004493454038327,5.275092666418234,moderate,clay,6.530504416471269,12.945628100775004,moderate,rice,4.5488672984808165,vegetative,9.244844383473474
+38.920891688576575,30.573702771028696,1.992435618993189,8.694163442207461,low,clay,28.917638728893696,33.951947583121324,moderate,wheat,15.210619323989622,maturity,19.508838634321258
+27.475904322602037,77.87680625354534,8.766077608041813,2.234123689085977,moderate,loamy,31.31676863988661,39.33474171253876,moderate,rice,9.000646673211532,vegetative,13.698461176607523
+38.288376228881546,64.28691394488473,11.266625076815908,8.22152044776146,low,clay,16.350383967421887,15.661554617713543,good,wheat,17.302880282535547,vegetative,21.23970187362451
+29.583322749712934,89.16591080881194,5.8876071775588095,2.5023999385831277,moderate,clay,47.29458879310606,25.1116659717134,good,maize,12.303950014719772,reproductive,13.600285380328208
+28.45960467241083,65.36659323625494,6.050441850277329,8.707515385578812,low,sandy,32.47044067263665,46.9796825143313,moderate,rice,18.138264726146208,seedling,24.714704821988807
+26.36206832388392,33.32274804887747,8.489530036978989,9.058930758976512,moderate,sandy,12.918364401674443,19.19533273618228,poor,rice,12.424292493371498,reproductive,18.30210756820924
+20.232194038252995,33.03871958662358,6.28291230301212,8.287790739058515,moderate,sandy,37.45655865657695,16.42256862086009,moderate,rice,8.500975898737689,vegetative,13.347553124694032
+15.09299152045148,82.98917918230993,18.306631671370333,8.565992195290313,high,clay,27.46127991354032,24.9637755146786,moderate,wheat,19.32888002503153,vegetative,20.241473153493644
+21.03765567140153,80.47284873066319,0.8390914258125792,6.491876530658551,moderate,sandy,26.295532043917767,52.94808404006827,good,wheat,10.75112143198165,vegetative,17.548966321092976
+27.743079290089128,50.753404534921394,4.691403197405492,4.119079540661216,high,loamy,42.55399682528236,48.14717498423202,moderate,wheat,17.454725286305845,reproductive,18.6940227643234
+24.498998806493816,67.08194905086823,16.171055924548426,7.145848021287733,moderate,clay,11.218090930620932,48.84007889054964,moderate,maize,17.27997270936065,vegetative,21.06233576814248
+26.212130700065845,59.37548142333602,16.679162493299135,5.516333192610891,high,loamy,27.094403217747704,26.122876128634868,moderate,maize,12.564033095193713,reproductive,13.334457073530462
+39.51620548910124,88.02984330816312,2.2311015792840228,2.042692487352368,moderate,clay,40.13433745773261,14.946953194290842,moderate,wheat,11.51573836086784,vegetative,16.292475063058014
+23.75680926673319,86.99765405261348,19.47526900025433,5.81460565147868,moderate,clay,34.717479748664445,11.597637392363366,poor,wheat,8.020409491926147,vegetative,12.082741346763749
+26.30457348400269,89.03034051244647,13.867096997982175,7.209503396404364,low,clay,5.243614585363973,39.30992120712739,moderate,maize,12.534872836231958,vegetative,17.0203860090318
+18.33788878382049,81.98692683805585,5.451861119671912,2.111069277530566,moderate,loamy,40.435276646492426,45.11427951095247,moderate,maize,12.768870310562372,vegetative,17.274500051784997
+16.19894331092469,84.57309544650607,9.12075729628909,6.970882688865261,low,loamy,47.51023616760967,28.89455691598261,good,maize,7.084809672556537,reproductive,4.75588136298758
+34.38523786481237,43.036726726028185,5.942772391359343,7.22025524973485,low,clay,36.71009756787963,36.44308838763707,moderate,wheat,16.680712680814995,reproductive,18.5415188312041
+29.267079376799465,79.86040733938647,3.0004449970883877,3.264860625911174,moderate,loamy,44.41554162025508,23.950193537936823,moderate,wheat,8.73732275597505,seedling,10.468297455404857
+34.017620151097375,72.53142679225648,5.823561294978303,5.448593481252076,low,sandy,21.236527353252797,28.215110898531723,moderate,maize,15.819026177766002,seedling,22.218043894748337
+18.74656997216379,87.7671905296842,11.601838749792368,9.71466080711306,moderate,loamy,20.777141560618496,46.49080681788758,poor,wheat,19.795868224890327,vegetative,23.794835151665307
+29.295719279567276,64.27570970655717,16.519393896709374,9.07351382239826,low,loamy,19.438903852422115,45.9110110314099,poor,rice,19.922847228405896,seedling,22.312028157846783
+21.34106185853439,35.11003000263338,7.270581497791544,5.286571382866022,low,sandy,38.073624212795096,11.404585303224398,good,maize,17.67634887447612,vegetative,21.038739258393488
+20.701545422500494,65.84393347122918,6.958030810956835,4.798770144193244,low,loamy,47.392968049455526,57.21157828154276,moderate,wheat,17.568439628862947,seedling,20.25174369460296
+15.288150351324632,71.19485568127726,9.360014021626451,2.992645447814848,moderate,clay,44.84303470907636,23.450595819647525,good,maize,16.701488687709585,reproductive,16.419442532353173
+18.2585180892268,43.2192617227457,12.891111999286926,2.2815126763212783,low,loamy,11.759625532541016,55.379325013700445,good,wheat,14.85348297319219,reproductive,15.188859503222764
+22.731702787492384,53.646803010763705,15.032325248646185,4.37970221953663,moderate,sandy,33.17484807430403,35.59484171074924,moderate,rice,6.127698863543435,vegetative,10.522281264727592
+17.921969014773477,65.9102048431008,6.535990095989477,9.522266776657908,low,sandy,49.81812257872976,34.959100803893186,poor,rice,4.835472731539402,vegetative,12.429289674551812
+39.64646101027344,52.446344238990335,11.727049356502778,9.668907610669338,high,sandy,18.29157878506367,32.53065818231167,moderate,rice,12.725737756529355,vegetative,18.989951247794245
+22.71581621309877,52.49686303431984,7.787216825617649,8.50015472461021,high,sandy,33.56531568567068,56.12136950659785,poor,rice,14.502220555732691,maturity,18.464114013679943
+18.258098667558205,37.985198350367845,14.32799700726772,4.806598508158876,moderate,loamy,45.79807235968954,20.405399220664272,good,maize,9.8097789287772,reproductive,10.55658088667805
+19.977057820698946,86.44480338465996,3.2934984103404163,3.149011463056889,low,sandy,45.47966630498722,40.582258606722085,poor,wheat,19.12842556486721,vegetative,24.62600486823906
+29.692580708536912,75.02966306970579,5.138497301025922,6.764267804845434,low,loamy,19.46638770019649,25.889080371238023,good,maize,7.268514968330983,vegetative,10.398166397404676
+16.601088096619712,30.07460633196612,8.521208396854995,7.172040057649451,high,loamy,9.226621171937104,55.76193098129846,moderate,rice,7.277583451731523,vegetative,9.739569806168468
+36.56085325352892,75.93679704132991,17.788295798427352,5.396588553964833,moderate,sandy,34.07040315819016,18.46702717288765,moderate,rice,17.770607707801528,vegetative,23.94132089996581
+39.03749198092868,74.38769955947153,11.466515787013805,7.533174364469122,moderate,sandy,47.613537413455845,43.809488621262894,moderate,wheat,11.65128236257919,vegetative,20.7972501745361
+21.168685516684523,30.58385760933138,19.307922379628238,7.973455085213883,high,loamy,27.85926775366077,31.087921953834364,moderate,maize,3.611640244010225,seedling,2.114945191557579
+26.252381714771484,52.17625785682587,2.0655537056216766,8.26449330859824,high,loamy,25.59683275857754,43.06114328555362,good,rice,6.330570287685672,vegetative,6.061295591427213
+15.553361275737426,66.40486141953184,9.203508273018697,6.018384890860058,high,sandy,43.8776783283784,17.88037585772937,moderate,maize,12.606481624039478,maturity,13.36109221414097
+31.017755618180537,57.16503911148215,8.381570600907684,8.333126220477867,moderate,clay,24.106850558341076,29.68295429347649,good,rice,8.541360810549175,vegetative,13.852594017722089
+25.34815145131472,76.67916712323043,12.004123528119369,2.2038114101556543,high,loamy,35.64179169498202,15.363125824415444,moderate,rice,11.319725117523529,reproductive,11.285063452865824
+21.751461652538893,55.527499958066045,16.239292174151565,7.443234933910957,high,sandy,22.488906098220685,58.43884911461927,good,maize,16.497329104615787,maturity,15.666784325259265
+20.17092776541521,39.23177816723023,16.828960511661204,3.885071656403839,moderate,loamy,21.971187179296532,20.699620208660185,poor,rice,11.415594625795851,vegetative,14.324151047459504
+31.35057694146901,88.58493745642971,13.403892174110164,4.164162333501226,high,sandy,13.45134044036741,59.66130631166354,good,rice,10.907874942899218,vegetative,13.962203385664678
+25.405425775807863,44.5223995665628,12.830727284911072,2.7304136528538585,moderate,clay,8.98032516362639,30.924907882832542,moderate,rice,5.992289742285287,vegetative,10.190871259019412
+19.4914822257478,73.06153863247994,18.98059084089615,3.5391381087454343,moderate,loamy,44.83223041613132,13.577456343860035,moderate,maize,5.486981105772147,vegetative,7.9662529514508575
+32.2277270371706,38.58937869984432,7.673748032768493,9.936065864016022,moderate,sandy,13.154892090623774,10.878759128146056,moderate,wheat,10.338231157302223,vegetative,16.70387617929003
+29.12680707591734,49.74075682703596,16.655666283769765,5.323121044507802,moderate,clay,7.799828098377581,39.94781860051096,moderate,wheat,6.563238965045215,reproductive,10.36776987111572
+36.4668013732374,56.52165650582543,18.430074541845883,9.422123189509485,moderate,clay,31.20386490289796,40.73648281559359,good,wheat,9.80737942371029,vegetative,13.29804508300708
+17.936897471912324,41.53392027162384,9.830784885303938,3.303196225542385,high,loamy,29.569853673868646,36.23965820984847,moderate,rice,12.614347229765572,seedling,11.81497119550944
+34.6416650486114,56.99757458211657,14.582051572066009,3.632470736788157,low,sandy,30.54905164876513,13.319958760177077,poor,rice,4.912927232440109,vegetative,14.438977211812974
+31.837919670431475,39.42976937950501,7.5403971334181215,6.46250683052057,high,clay,26.064719964521995,26.575218433709736,good,rice,6.339801913047673,vegetative,9.529248117851267
+17.875273420702445,63.54039233915341,3.1775802839080813,4.79626032703266,moderate,clay,11.387135849816069,27.95354031701299,moderate,maize,17.57145554206176,seedling,18.65033700890317
+32.37051824679302,69.82279515121164,11.730077629448504,7.151321668598369,low,sandy,5.9411674894805495,45.240836636290176,moderate,maize,13.768845793626486,seedling,18.199016382873644
+26.03868222199576,33.74605704168064,3.9294330169906377,5.376372605763443,high,clay,7.088626725099353,30.942736259987036,good,rice,15.661923042914166,vegetative,16.433921412310383
+38.62461963889608,82.26792726493008,9.15198261607738,8.492777899723695,low,loamy,47.44162156259114,38.64835550917259,moderate,rice,11.306693041066104,vegetative,18.652777673251872
+18.540283765447484,41.10845310252213,17.457586266566665,5.45247256936867,high,sandy,28.933441642678563,24.316517092177055,moderate,rice,14.711100240663011,seedling,16.28432173443762
+31.07083477039345,43.52174551921943,1.7203637512736103,6.578793459506112,low,clay,22.98744209674851,46.29908677406569,good,maize,10.366160828270626,vegetative,12.526547548982135
+24.54950113657365,69.68099040498379,0.608570713292993,4.56858560018983,high,sandy,23.48743172705596,12.33829574493824,poor,rice,5.202490774946148,seedling,8.194238557645317
+38.92036676477194,58.12506362606484,12.129556947637752,7.632327899509232,low,sandy,34.34879066862209,59.42521284305627,moderate,wheat,10.433892877948855,vegetative,18.66272777526136
+23.24937238225691,59.96373595026394,6.621226531897902,7.237873671725713,low,sandy,21.94982499173818,42.0746293814853,good,rice,13.643646172336338,reproductive,17.159865123829345
+39.054647737295,37.68929907378797,8.358754138518306,5.176008262192462,high,clay,40.84065799179847,17.44305880843688,good,wheat,7.299412258527512,vegetative,9.542431576988363
+37.53714627751873,78.34414931258449,8.11421177316663,4.208256822324772,low,sandy,16.697431277091262,45.87454085299818,poor,rice,14.965341202617225,reproductive,20.80266123746576
+21.759580882766407,67.02325476625259,1.7324045801912713,6.912834998562392,high,loamy,21.52666082666991,49.32785833982037,poor,maize,5.270199524305521,maturity,4.26005252865993
+35.088544420660696,38.12292259856736,0.0713286535918911,9.545213193688062,high,loamy,47.07485670608378,49.4297997025466,good,rice,6.939177603865356,vegetative,8.184527692270745
+39.89010504508765,52.43996202153576,17.968464857285287,3.0611441922128124,low,sandy,16.712765338908092,23.536607950557222,moderate,wheat,15.331484866014176,reproductive,20.707997101486136
+21.31657505428206,78.62459596410181,4.355971218074927,8.392932946764484,moderate,loamy,34.77136538199531,57.93188568941984,good,wheat,6.991735580071712,vegetative,8.604768080422469
+25.919429233082997,64.10130275919724,8.521579837285767,6.343934182464725,low,sandy,21.4055274255431,10.886894039003018,good,maize,13.693630302205843,vegetative,19.017608757313628
+28.00451841416899,36.51892674797583,19.43851593342157,6.204477561390873,moderate,sandy,26.2038701323217,28.99197235351223,poor,maize,14.999846609211534,seedling,20.10724034438158
+22.37327839509661,52.366622747357205,16.535251639673046,9.693473180607834,moderate,sandy,7.033472872165454,15.210908508623918,good,wheat,6.609899434933615,reproductive,10.270679947169286
+15.381620991150744,44.56166390734408,2.158617105254044,6.846998380548454,moderate,clay,12.525525050306516,29.24297030332553,good,rice,11.587649245653086,seedling,10.965070137112782
+20.50323110493817,61.04793321922358,10.170380632251714,8.644142621988145,high,sandy,9.5860752871364,12.861249856714288,good,maize,19.01551822533308,vegetative,22.11809080758411
+22.04842210854396,80.60166773231937,14.60158052990032,6.1158179910055726,low,loamy,43.01218164789519,42.248986473033256,moderate,wheat,13.0606956894429,vegetative,16.434143975725384
+26.08999253295468,56.176028088265184,13.967855699984248,3.998826938040714,moderate,sandy,48.27610662001193,13.12305784177138,moderate,rice,3.630822703789599,reproductive,8.765886222605376
+19.27756196033505,56.00052182209939,15.216837048089404,7.555922171664877,moderate,clay,8.058857644083357,40.79233961552801,moderate,rice,6.320508408881973,seedling,6.63562034282048
+36.831358917291816,84.32105413962222,9.149093097760703,9.385415235552031,low,loamy,8.458059658741135,21.704212945191365,moderate,maize,16.94403239234933,maturity,18.81944696901167
+32.6227783182834,64.57112475043635,3.5184585866056417,8.729840764880604,moderate,sandy,29.847602389395178,18.957393779623537,good,wheat,11.123202152222955,seedling,16.3517086250641
+17.13001193899155,63.97146524384441,9.297448878387453,3.586908849920677,moderate,clay,27.68157161490374,27.35004319627389,moderate,rice,4.188520071931477,vegetative,7.596313865307263
+31.252311278498286,45.714593512523365,12.95774498346584,4.535112952497202,high,sandy,34.27574597507511,42.04805144355765,poor,maize,9.101092228557414,reproductive,11.73594829608728
+31.34141191014051,66.46336487022758,12.17184173210336,6.135045391789421,moderate,sandy,38.15626259734464,38.91002441615892,moderate,wheat,15.143036044855782,seedling,18.82241563644365
+38.90552934109069,64.55462804504378,1.4104410757721486,6.572826361888522,moderate,loamy,40.87487595602417,44.02357978316547,poor,rice,15.649075273263556,vegetative,21.787452903574195
+15.075521783904032,53.81108822051184,1.2990486816438351,3.550512915668226,moderate,clay,11.7087521110268,55.94904899455386,good,wheat,12.991802401754494,vegetative,15.121808515206984
+21.19831124514518,89.44173395395083,19.30515662310424,3.8400987201213166,high,loamy,6.702607815686786,20.16515892565505,moderate,maize,15.777293376758132,reproductive,14.55042819715554
+38.19478698438289,82.9134578968852,3.036109100795421,8.07064855228349,high,sandy,45.0121492698904,30.66785564046043,good,maize,10.21116414545956,reproductive,12.78791475121793
+38.30334788495708,74.97517740460893,5.889249280234439,7.8425393337195395,low,clay,26.12934021712015,23.29103082021313,poor,rice,11.099774714897398,reproductive,14.37585938575449
+33.01466048426593,62.24073530478003,15.352689643123307,8.71367051703113,moderate,sandy,48.70599469344453,39.31739972907607,moderate,rice,10.31156472399622,vegetative,17.09091026915706
+34.1440830261885,57.72358811367781,8.193541516463497,9.46343845824185,moderate,clay,28.97462683410514,24.17003968410361,moderate,rice,7.974437768966694,seedling,10.813456862133352
+17.28707394824118,41.09384371339196,3.629297065200654,4.466088951221534,moderate,clay,27.951231897533244,37.90083510977106,moderate,rice,14.052986879017546,reproductive,15.27570004999687
+27.84689586945584,48.34424844087742,9.344647646195629,8.876759652564635,moderate,sandy,33.03407115107632,51.15819009552311,moderate,rice,14.267590145941176,seedling,18.611791313134898
+20.789574782224985,76.43764798939262,11.378999415267316,7.328094330209491,moderate,clay,12.656479169407044,37.54727287157188,moderate,maize,17.692336513574592,vegetative,21.210315916159576
+19.53045109034043,57.22493723625308,9.055332185561513,9.662163391134396,low,sandy,16.43182272673863,51.906456768895175,moderate,rice,8.421853982066171,reproductive,13.10324210347711
+35.257582478083314,82.93617099417008,18.37892150944218,4.176593248187327,low,loamy,45.76129068756727,40.56751016459632,poor,rice,13.91225048540423,reproductive,15.52312949644548
+18.375953417013687,38.874668180731724,5.693985901990086,4.157372013116205,low,clay,14.55474874949766,53.51499174000373,poor,rice,8.825602529336862,reproductive,11.143039816213784
+26.71629092490963,60.50082576081819,13.22664321399342,7.634347589541814,low,loamy,15.48368743925055,56.520854426495575,good,wheat,18.385901050055185,reproductive,18.378040238243475
+38.46445598965083,68.81794104127852,2.2458944281979543,9.42728619230621,low,loamy,27.94928732063795,35.39064347923312,good,rice,8.51367723682036,vegetative,11.498302707449168
+19.645801389133563,61.01090737847556,7.845709153280531,8.596446598291477,moderate,sandy,33.85181091002687,49.532300128540165,good,wheat,16.3989994060395,seedling,19.99576950274989
+39.449835593455866,83.35361349509922,14.819865031699472,7.816316462346849,high,clay,5.040673997663358,33.4407722660813,poor,rice,17.16565988028877,seedling,18.981195922128496
+39.85719964402648,89.37379690974839,4.496338811789309,5.098473584459106,moderate,sandy,25.55515357659513,45.259688909629006,poor,rice,9.109780579407149,vegetative,16.369868494750314
+28.890428867060077,36.95007950048218,11.795420913088252,7.742138677615792,moderate,sandy,22.955590650233365,11.875393308448263,poor,rice,6.613363353052545,reproductive,12.569650681728868
+19.253568504428948,37.79729424461526,3.0687405841812065,8.408764611446514,high,sandy,43.952863664444976,58.34562247404261,moderate,maize,4.253156963426605,reproductive,7.228501424704128
+22.90262219852239,37.819446813607264,2.0540338272274217,8.026285438324834,low,clay,42.78638601664812,54.7166730220946,moderate,rice,18.48117734917441,vegetative,21.994440500352574
+25.61232081691338,70.87062576423165,10.464654978500851,7.414486386288984,low,clay,45.76655534038866,54.66436814273159,poor,rice,14.117643139349978,reproductive,16.55115269128284
+22.73310560895557,52.36056572975028,13.500219921720571,2.377050013525624,moderate,sandy,42.89227747191343,24.06256441887284,moderate,rice,16.937541103550316,maturity,19.792131777535644
+22.01588949691289,73.99887967595436,2.267341324689669,7.277719464918469,moderate,sandy,40.40201136457307,24.158362204944204,moderate,maize,13.513207049144638,vegetative,19.359285491537687
+39.30574273040894,54.328288373218726,18.3555250474583,5.826357243863283,moderate,sandy,43.65522323558448,30.130037760237883,moderate,maize,5.714229951139407,vegetative,14.963659637901491
+18.834120685393643,67.65640327992381,4.515445253949338,9.692554172397484,high,sandy,12.866293599523196,54.00947714033577,good,maize,8.16078078870488,vegetative,10.389752916372345
+33.33319771792156,76.19148034073362,2.3995061631860004,6.857519067016568,moderate,loamy,20.33820912579424,52.931956832090926,moderate,maize,8.737648634294974,vegetative,12.24244079836383
+15.010257235979372,62.89295463929523,4.05397816700421,6.865818049882394,moderate,loamy,35.7628246236475,24.4729985696584,poor,wheat,10.318728733851376,reproductive,8.51508357404428
+29.904566735059426,62.37021542700036,3.391449130636839,9.952441498958,low,clay,46.54089313555246,37.08880844571309,moderate,wheat,3.889222599104074,maturity,7.2806510865283345
+37.89857509885131,35.294059517138066,1.81349301225898,2.7487023182472434,moderate,loamy,35.01089447107805,33.7585073339775,poor,maize,14.392043600897036,vegetative,19.135967037638537
+22.198352352330478,54.64690457456609,15.956784695574148,4.210530280802823,high,clay,14.3577006984954,42.53375925328241,moderate,maize,7.600028171741224,seedling,5.73236890707281
+19.63814938144298,62.746629193496254,9.91075549488222,7.248635511752205,moderate,clay,47.50992787188002,20.694995484053365,moderate,maize,11.161479886997704,seedling,12.863871430163432
+31.291994871960675,57.7188495399846,7.770388807573656,4.521890048274997,low,sandy,39.21538117699968,14.252531606841837,moderate,maize,4.0143519463607,reproductive,11.161452710883292
+32.81503518245983,84.04692001130553,19.01255853968266,4.769201183432975,moderate,sandy,37.24446902694986,11.362756119865171,moderate,maize,14.850215775887534,reproductive,20.368278483835244
+32.200762973799534,84.39183792716936,7.420167741295815,9.141159518376869,moderate,loamy,39.31279777900085,29.07086573135734,moderate,rice,12.31333929095314,vegetative,14.71539963096656
+22.98292200053435,79.3150428353257,3.339454520943788,6.6348312403183725,moderate,loamy,34.661511088227925,57.3305913440007,good,rice,18.38703193348344,reproductive,17.617681211492634
+21.305060053983272,52.5178845223872,5.480857838531925,2.8229246624332367,moderate,loamy,5.995066269251415,44.24071551599634,moderate,maize,6.353216291943406,vegetative,10.950443626217828
+38.89796999905111,73.03794910125205,4.779330671771929,4.486900685860975,moderate,sandy,16.41282168377044,47.45650853775667,poor,maize,19.28098502800052,vegetative,25.0
+38.08248770674824,53.71730766417659,9.974825591266097,2.6084670119953444,moderate,sandy,48.04573279818433,57.258181327984914,good,maize,18.39935035687474,seedling,21.84348735846227
+26.43291524732051,43.95561593854554,5.83010247909148,6.449039467577162,moderate,clay,17.987192604045955,31.102576780451088,moderate,rice,8.027366094787233,vegetative,14.772968979734156
+36.15484665385934,50.5741586130529,10.321223443727236,3.3861455710079174,high,loamy,39.723191801989366,33.71839633330818,poor,wheat,18.266168307843174,reproductive,18.80335306653338
+26.3080869408574,34.25787799713213,13.385868498935778,8.85692120020085,high,sandy,24.10177866841084,27.977054964065857,moderate,wheat,7.963497366708382,maturity,11.015999737573772
+25.60972545181276,49.90665054027883,15.545975714265158,6.618512211651999,low,loamy,45.83874721330537,19.0686331172566,good,rice,8.712147936432054,seedling,8.947862088828124
+18.919073689982365,57.64453303567029,14.203155625344618,2.475005135448757,moderate,clay,30.09510745595168,48.319697205626674,moderate,wheat,18.453219222046776,maturity,20.64853157720317
+25.66015141229932,87.3288536868498,4.111814329127219,4.407005308994552,moderate,loamy,33.43486985845663,55.33428964655084,moderate,wheat,16.389363487973547,seedling,17.85141885048661
+28.43542346499517,48.804635173177495,2.3179943848550755,6.930701337889015,low,clay,15.783132537593463,50.69377836921568,poor,maize,10.499991603074676,reproductive,10.988507606769298
+15.562608185717162,84.14721235233124,10.84900318202502,4.683986545550626,high,loamy,7.588553289940277,12.386008058101918,good,rice,4.9326565297220935,vegetative,2.288234429040068
+26.10282512938516,43.73149654940983,3.978235824162904,6.105413348751646,low,sandy,39.04503320682322,24.957237178645183,moderate,rice,10.875370813208908,reproductive,15.45905988896239
+34.53390545988,41.45813386555496,1.6986744354302652,9.274898357461886,moderate,loamy,8.043948027381768,39.6042791916345,good,wheat,17.352052090110227,vegetative,21.094553545737583
+32.00115140935675,61.139727385929895,10.541886859588343,4.800287764050227,low,loamy,37.480918609360565,26.359254591423237,moderate,rice,13.062781147773162,vegetative,17.134911944852384
+30.878924721598374,70.35068215784436,6.535883702155909,4.686982899758304,moderate,loamy,29.99717878828211,17.50594407119892,moderate,rice,3.824252099088445,seedling,6.814526557534225
+37.73888571093006,32.65993504813689,15.122980238770076,8.55805473050159,low,sandy,41.90106708305849,36.91815487288378,moderate,maize,9.943847419510195,seedling,17.82968069699674
+15.45080024563075,43.263951902833,6.283832610968361,4.550052183334159,moderate,loamy,14.25978902633816,36.074608630891845,poor,rice,14.898146661313396,vegetative,16.757359456738982
+28.926189654805853,57.34101999007898,19.57434274111628,2.623666753123138,low,loamy,29.36883298701085,45.494714960952805,moderate,maize,17.98297429684144,reproductive,20.506422420138605
+34.68372121024268,49.86026015899088,15.170463825214162,3.4475596338999592,low,clay,32.637712430779246,59.993360025143744,moderate,rice,19.608329082975526,reproductive,22.075094313586558
+28.53338456753168,72.75726476089932,1.153864429777243,9.590402006370407,high,sandy,8.343400699706677,42.41192160236215,good,wheat,17.224604723916208,vegetative,20.07950307853916
+23.09738881450948,60.66963576247901,10.177454807125525,9.466342340621772,low,loamy,38.25233077438782,25.84427764391928,good,rice,17.817850744708096,vegetative,19.48193227477581
+18.406264127299448,39.62154633623401,11.252410024282206,3.7984967262251823,moderate,sandy,22.50632458465156,57.81905786161661,moderate,wheat,6.655666787570494,vegetative,13.805862914484663
+37.18907679540479,83.66792275890543,13.906054213631954,6.428014984789487,moderate,sandy,10.80113402206302,38.56502380799674,poor,rice,17.619114067697986,seedling,23.585458901550187
+26.769059809690077,47.57434052900157,9.955935940675165,3.098944803384023,low,clay,22.41792199807289,42.286805646329206,good,wheat,18.74817566256757,vegetative,20.930061009824144
+36.95287992464253,73.86786653786541,9.668871968291464,7.397421028092286,low,sandy,9.42356685724878,27.878048859192337,moderate,rice,13.78137018327442,reproductive,21.64653511065224
+29.646303060829208,76.7949467463246,7.358772233552255,3.4824463680784854,low,sandy,44.959814286685976,32.59181915894061,poor,wheat,11.286822772651314,reproductive,16.124227797925524
+31.854802915375014,87.78946201536613,5.429227677983475,2.398323383372832,moderate,clay,25.55419553220391,30.931547202416024,good,wheat,16.793379888322,seedling,17.947618964902496
+35.10652885946125,59.91044799144608,18.92400423953469,8.599174457670394,high,loamy,11.211262792421136,56.81078827927177,moderate,rice,13.490762969143251,vegetative,16.307214258820196
+31.47888861500336,66.95013092786593,6.351933392687439,4.603203061789006,high,loamy,16.34430549774921,50.479506711645136,moderate,rice,17.070013781157908,vegetative,18.012468452173227
+24.951371016973443,50.092577608772025,1.2684264916066137,2.868179228480776,high,loamy,37.609209651481045,14.53520323009502,poor,rice,10.674131074130418,vegetative,12.363463360322658
+27.84083459821628,70.69075760472398,3.345694785868245,8.671231606897802,moderate,loamy,40.37396752288216,25.6933184769474,good,maize,6.031311632500201,maturity,6.030078423736623
+35.076138116897,57.80300915197918,17.145532720825795,8.099179820369187,high,clay,6.85923778252231,12.784427010762665,good,maize,18.59917937840654,vegetative,19.5916744220595
+24.341257409324605,56.25914188346533,11.732669182467678,7.470067603455745,moderate,clay,7.69460933257455,35.83796764058806,good,wheat,19.46219812203796,seedling,21.839970443827134
+24.703036419212427,81.32805174696634,15.575610987541314,9.289989678756234,moderate,clay,46.27333270501056,23.97121453650836,poor,rice,19.53672789177964,reproductive,20.572456128909057
+17.39225290145003,33.01013060992132,16.175630922793886,5.913808694965081,moderate,loamy,19.89420025502516,13.670009698415122,good,maize,19.24566425997741,vegetative,21.242918064578824
+37.864610880543694,82.91774566991211,16.464728784221464,3.0244519806943817,low,clay,13.699574036076562,48.600455018610354,moderate,wheat,11.39220314164668,reproductive,15.168514193597748
+17.275907873636044,81.12419026971341,11.012274154892175,2.490771279160956,high,sandy,10.537593426645708,14.556411187189058,good,rice,13.692019341825578,vegetative,15.342051437076742
+31.205229436213894,60.38197521370735,3.542411913982097,4.547528143677269,low,clay,26.418086513785177,23.578192499290044,moderate,rice,17.972007408452832,reproductive,19.482590117152785
+25.329861970069945,59.4121712523377,2.964655044722835,2.6946466410993297,moderate,clay,39.69737124970726,48.58186143045496,moderate,rice,3.395983055701008,reproductive,5.613778987079776
+25.14048475638606,51.70844208212941,11.479688407502248,6.284075522776683,moderate,sandy,28.45029953995085,35.57859494852026,moderate,maize,5.75950494889542,seedling,10.785892698423565
+31.988795914317095,89.65042750090406,7.330287073713528,2.115992142585263,low,loamy,5.930315583074985,50.855793284184365,good,wheat,5.804855650675593,reproductive,7.112057918921784
+16.677343315746967,36.67015996523048,11.160964824915348,5.550106412075007,low,clay,26.77572346973673,30.724062932957725,good,rice,6.749816969653922,seedling,4.897848783979381
+29.842644573785865,65.41291413771643,9.969556884757296,3.427682318828684,moderate,loamy,19.02456847530219,50.74311073283513,moderate,wheat,9.89333614573687,seedling,13.84874110129132
+34.30079464930887,70.90089540674502,12.04396159395097,4.946144350937265,high,sandy,35.72866265773921,36.90818487623472,moderate,maize,10.876466790420578,seedling,14.658064624185592
+35.705318947164855,86.05980049301667,0.6422358147313068,7.400272598165513,moderate,clay,28.557903577681685,14.397692874994624,poor,wheat,9.647562695631176,maturity,13.383233427358274
+19.263259734844382,76.8122098114057,0.656733612602467,4.807710168405612,moderate,loamy,48.44017174704891,33.57452479775222,poor,maize,17.939764298190077,vegetative,23.519848147556807
+37.43547625195434,68.63083216869282,14.431903416970176,4.730719097601722,low,sandy,31.917386931659937,37.67718097423983,moderate,wheat,7.389105830641923,vegetative,15.307679365968273
+31.403652296186056,37.00873900872736,3.862544876454397,9.926005862716016,moderate,clay,33.461643474795444,40.60508386651506,good,rice,15.559844584125232,seedling,15.955840776527646
+37.046370020517074,52.42401100988805,13.043969243841127,7.75051778181029,low,clay,28.410384801136345,56.39416424341788,good,rice,19.575239451387045,seedling,20.88041799627262
+27.13201792775496,38.33049855287912,10.93151821582909,6.110893694800411,moderate,clay,18.99524692811658,19.177862776728684,moderate,maize,14.151729902158328,seedling,16.30426980164232
+28.55083362743005,82.87276394793082,19.63588942809247,6.635005207980636,low,loamy,33.37714210628572,40.301399474247816,good,rice,3.760592140598431,seedling,4.457104494532962
+37.97595692571678,74.97726933381858,16.708117577661245,6.961461052150487,moderate,clay,19.98102349573194,47.601121454134415,moderate,wheat,4.935753344051996,seedling,9.267875668211897
+37.49773858386679,75.45220720783375,8.262690426626989,2.1966031915267354,moderate,loamy,37.28066664355149,54.49774944187039,good,rice,17.259193702742152,seedling,18.76316710332362
+26.204021834225053,69.13539106641264,12.3282564018633,2.6421167242019807,moderate,clay,15.658089678685462,36.26530464597041,good,maize,9.133338079338776,vegetative,12.835039612796216
+21.860315790892045,60.42261221620258,2.3457891445094403,7.193514810853214,moderate,sandy,21.54476157402746,20.69752658774904,moderate,rice,9.868890082880052,vegetative,17.619650817406903
+24.829260864106605,38.99826356780983,7.72772085924762,4.91575087078651,moderate,loamy,31.26417469442629,50.88410669142583,moderate,rice,18.04321094956743,vegetative,22.28487510008678
+24.694108213243744,49.7816932023031,14.677754821797484,2.4435523218554005,low,sandy,33.282126607480485,55.25239398571599,poor,maize,14.99436589071811,vegetative,20.40642170045499
+22.17167187456985,38.21494754861344,12.453431682573072,4.380105968413009,moderate,clay,35.08757875661673,15.31840525290913,poor,wheat,15.101989823615083,seedling,17.830562634363293
+21.714490108324163,73.49478857114059,9.689426487547156,3.042267363371121,moderate,sandy,36.514241092109685,21.485841816681702,good,rice,14.437058905679187,reproductive,18.069904169796505
+36.526573411992985,39.61372656132031,3.5305820810533817,9.33051073781057,moderate,loamy,19.32378697506981,53.573163075809305,poor,wheat,13.76028348460218,reproductive,16.792786796302476
+16.74654801711654,72.12681301030113,16.06291852315089,3.62340314042492,low,loamy,45.165938343564775,34.22077830642263,moderate,maize,15.837195922558683,reproductive,15.756286500301307
+31.94027955248985,71.53532337575427,5.463332088231539,3.14952957915242,low,clay,6.347012371451354,18.45502136504338,poor,rice,14.91172739070072,maturity,17.32537605695375
+19.320501286411307,57.55826873947733,16.40958163323819,7.009350536708933,high,sandy,13.479347210825008,42.26472984014565,moderate,rice,4.619042723759611,seedling,7.469946420862997
+23.61264733485158,38.11371924708314,12.23218125589987,6.1752954422146615,moderate,loamy,8.156336880542474,32.9144462478751,poor,wheat,6.747857819368647,vegetative,9.513896515219132
+16.538575853370922,48.888049568042206,7.454628558975749,6.607459632286336,low,sandy,35.21916375735669,58.39796972186655,poor,rice,4.8492189266739,vegetative,9.816166251499084
+21.74934092138655,49.20558654453309,0.81210443919983,5.487585184322522,low,loamy,17.31493564138522,21.135707883643303,good,rice,16.735082276344365,seedling,20.02912815730937
+34.21052677793105,72.02310798859762,4.6483768868875375,5.737354487457036,low,loamy,13.961907826424188,28.10809342714585,good,wheat,13.120255460733032,seedling,13.17936213621709
+37.125383113681465,36.824581164823456,17.781418509763277,8.230380446777037,low,clay,26.630036940813717,18.30756039711612,moderate,maize,19.404912539478104,vegetative,24.041835423666317
+20.538178797559176,79.74411877296545,16.35948687791435,3.759377478605339,moderate,loamy,32.85713847862112,12.486627059113694,poor,rice,15.208162915168606,vegetative,20.07930727570639
+26.588695981473045,75.66043741115485,11.497066258681958,5.172234422649873,moderate,sandy,32.866074016420505,23.69516632883699,moderate,rice,11.42062774227277,reproductive,15.35275480221522
+26.75810119843016,41.17841509045643,9.32644927924254,9.662603079423594,high,loamy,30.08536382508067,50.991397020223744,good,wheat,18.85497763552295,vegetative,18.58616641403738
+36.83938264399335,73.14986290673338,12.942853586602183,3.519885609488361,high,sandy,49.63938620088773,23.361648425701706,good,maize,19.417953647467552,reproductive,22.80728880467404
+34.06997632189514,70.11079088806932,9.32496255686603,4.3501887603349365,moderate,sandy,43.70966497198006,44.81715309799339,poor,wheat,13.665095138566828,vegetative,19.51698429661267
+27.826930459201247,74.88724800665557,12.886096814382809,3.5325353942879243,high,loamy,15.748709230243431,36.30117262746403,moderate,rice,13.643181506681884,vegetative,15.16071688853382
+31.76868001179433,41.33571332692167,6.148081993203158,2.163963970865085,moderate,clay,39.14223168432108,35.98550085855792,moderate,maize,12.860430611515447,reproductive,16.287534808448466
+36.18387634773417,39.45541932938812,16.769944358229502,4.158639400333363,moderate,loamy,30.61837498909049,49.07716287300807,poor,wheat,4.439615839381686,vegetative,11.177635925405404
+15.238473850638623,44.18903915536525,14.038357869305331,2.3717395676979134,low,loamy,8.173357197908356,40.88839322550065,good,rice,16.00841778380451,vegetative,18.097785638005654
+25.072250776251217,51.95230218893854,6.599512568553836,3.2374810112530668,low,loamy,7.231148821522483,17.992786442302812,good,wheat,17.899761651653524,vegetative,20.855466707827723
+37.68107918192697,77.61989886214806,16.613322296468823,4.901456560540917,low,sandy,40.98285737803586,21.03821315316144,good,maize,12.479031291756788,vegetative,19.12514855201226
+33.50782577109878,74.275436248731,9.74685061706358,2.165769736551666,low,loamy,29.52458103541711,37.18923386030133,poor,wheat,6.289841020683595,maturity,10.203896861228545
+28.571034358351863,85.52709553671198,3.4927772947492297,8.023652527445734,moderate,sandy,30.709619998453885,52.26573251010439,moderate,maize,16.811348615301448,reproductive,23.115323655527703
+28.241113175878336,33.517773545916924,1.5542492400705332,8.364712110156376,low,sandy,20.13210746927439,17.61596312600714,good,rice,18.218746155624927,reproductive,22.6467727243752
+23.694252440110944,30.69337686085113,13.992114952744409,5.291310419346903,low,loamy,46.86566320062557,15.344766179834586,moderate,rice,16.70515249416207,reproductive,18.944482082895245
+28.013013341037865,71.94832978204795,17.302416084160214,9.877327834994157,high,loamy,37.10065020126668,35.87692580368732,moderate,wheat,6.599173926591274,vegetative,7.71018896560103
+31.38457998658633,46.75724974764994,16.148839771890874,7.431951318461593,moderate,loamy,46.74976228576664,19.432546622155183,moderate,wheat,6.686605246230111,seedling,8.573984952574259
+25.45907596071983,50.04473373202905,13.113020604443037,7.949773983845992,moderate,clay,9.46702658371604,59.71178306533263,moderate,wheat,10.789516567027473,reproductive,10.916772324502638
+32.85382865980435,62.80812155487073,2.827501112095361,3.5384033893290674,low,loamy,31.26782072126459,10.217914559895275,poor,rice,5.676911195155983,maturity,8.134931275877145
+36.53080568150965,36.14478738760791,1.8808815195330708,8.699500982573706,high,loamy,33.68872624224268,32.44316151649064,moderate,wheat,14.687165226893388,reproductive,14.85481753845496
+18.86712120462153,68.56166499288298,6.900592460234507,9.560371184172048,low,clay,10.669699524167497,18.127072737073853,moderate,rice,15.038253713074011,seedling,15.434316429899155
+26.28867557043561,49.50884677386901,17.098217807975374,3.8904813325903342,moderate,sandy,20.58192446466562,44.0539428627367,good,rice,19.770499435719017,reproductive,24.595562696454703
+25.200502282127022,67.9629074580595,19.234725406133283,7.491714355091041,moderate,sandy,14.666195623917517,41.50672587174113,moderate,wheat,9.43724728527235,vegetative,17.14826860019426
+32.18662010124321,80.04041478440314,4.827217096941425,7.975528389306651,moderate,clay,49.30065390120866,50.35339191325626,good,wheat,15.336201889906391,reproductive,15.622712664610429
+21.246686631448235,40.266680000245785,15.2419134116344,4.441353374476392,high,sandy,29.453683601839582,38.17014995140048,good,maize,11.44359512191826,vegetative,14.267255722347326
+31.006272873806907,85.85238557487122,11.477384338144114,5.800072020578371,low,clay,19.186741084056276,19.468428060802847,poor,rice,5.7598696505868805,reproductive,10.225184113338592
+36.9372310432872,61.84128846374662,0.6361473415588548,2.780312748645793,high,loamy,34.902349342039344,12.665736482864318,poor,wheat,18.505114862108243,maturity,18.737284240355272
+25.453289994840567,85.3756659104381,10.858326998658796,3.3847584316760635,moderate,clay,34.6796429191359,46.10733870257153,good,rice,4.018736687052394,vegetative,6.91107839407864
+37.7753924994805,42.46380493210669,16.118808059787103,2.492564189177558,moderate,loamy,20.629866917413143,31.996093143436237,good,rice,3.716785191792125,vegetative,9.115855553566664
+39.82909347333696,66.27375987625425,5.52245566688053,6.48132392436235,high,clay,49.72652865429893,21.11064167190309,poor,maize,7.503013532666381,reproductive,9.055574264208772
+17.6523012486988,54.233227039416285,17.94723247940922,7.002103178218155,moderate,sandy,41.40327121200469,22.591089983675182,good,wheat,19.9926613964272,reproductive,23.12528473768977
+20.826329699621468,76.45333146936079,4.7252081374927375,9.328956667469864,moderate,clay,23.01431764016467,17.451338119346346,moderate,rice,3.3536484110200195,reproductive,2.974009953476202
+38.75949378705233,66.35453659279779,1.5294626528810862,6.337478484988812,low,loamy,34.702670493363385,24.179016719540535,moderate,wheat,10.19226867606497,vegetative,14.997923237792545
+38.95819216203467,59.67092741749911,3.1987861887912805,4.084890966464799,high,sandy,36.974283022800606,49.60106964212643,good,maize,11.817426438496971,maturity,14.798871577463142
+17.442681884668964,84.77912438586051,16.740057374418367,2.4757883727289505,moderate,sandy,12.821743384838964,41.033003249253255,moderate,maize,8.349258848962839,seedling,13.688936590152071
+15.374962509428418,52.627023850300816,8.346118380790566,9.079624422006695,high,loamy,44.51716274573674,59.36991548334952,moderate,maize,14.994505848168552,vegetative,15.456463765907497
+19.02750058141056,43.19881229389089,15.938911272433154,5.830864628224427,high,sandy,42.17170144551631,36.2140617567263,moderate,maize,9.344619495333758,vegetative,13.963496167678318
+39.90031958455621,66.4860712111255,10.624661219791902,7.8985759155385695,low,loamy,39.00537188219498,36.07448232235289,poor,wheat,14.245222635786082,vegetative,20.81901335074709
+19.49999041526717,67.44170623036882,9.611182495888627,2.117194788764712,moderate,clay,15.020422746940744,19.56930306651751,moderate,rice,8.848041295840954,reproductive,11.201980385958088
+27.563690168050577,56.34567729431252,16.138263029849305,5.905111381315341,high,loamy,11.131241666334429,39.32277642666424,poor,rice,5.547146781406475,vegetative,8.14887308533176
+36.21044316076278,59.19660262136294,8.469752234247519,4.605780985331989,moderate,clay,13.124663766960625,40.41838315592239,moderate,wheat,12.561114452059169,maturity,14.984054070215413
+15.51004026720516,87.573204857994,16.040654621327366,2.2426501809106147,moderate,sandy,9.18584641660864,20.326553202190347,moderate,rice,12.396239564878371,vegetative,18.60705331804612
+30.112224556461488,73.96114148380808,2.013243299268912,8.205382456579667,low,clay,47.313087348566064,14.398303711313762,moderate,wheat,7.478572973956691,reproductive,9.90267637349844
+21.925636221740607,36.63610508895462,12.72621631078513,6.103213223148906,moderate,clay,43.31725023171813,28.4385646276832,poor,maize,9.141250293498404,reproductive,9.76000259889402
+36.558372910993285,42.72780425223666,14.051741131039694,4.665441943929047,moderate,loamy,9.085076009550797,18.605172883994005,poor,maize,10.397910964602882,vegetative,15.419806735190894
+22.08652873160198,88.53459806613354,17.981947922834852,8.446387871259194,moderate,loamy,35.50868177027096,35.16022927417615,poor,wheat,12.561936098544544,vegetative,16.437752676296363
+32.16889300704772,73.58793322761187,4.486478374323899,5.575387614801332,moderate,loamy,16.051430760834933,36.30549132034339,poor,wheat,13.920616521365227,reproductive,17.91442569566102
+31.85549081118492,84.90270756867919,12.084397601857033,2.0279836509464104,low,clay,5.777314399037169,40.40779335777738,moderate,maize,5.111726031279378,reproductive,6.683194738092251
+20.537338721491,48.23168783932332,8.66513127378446,9.555581056306604,moderate,loamy,18.157646188732823,40.14154984894056,poor,rice,5.469830067789807,reproductive,7.900639458574516
+15.869979996708754,74.51201160519554,7.655433110880581,4.045461923699084,high,sandy,24.80135311907571,43.74390649670298,poor,wheat,9.230154558541043,maturity,10.477069308377343
+25.231239344634933,72.84016251141068,2.1342711042391493,8.644604176506732,moderate,sandy,5.90171713793903,21.522744366603355,moderate,wheat,10.070272483269733,reproductive,14.808038659285002
+22.229828799146745,47.68139912636251,2.684666611898845,8.531323072650185,high,sandy,19.56740138725175,46.54215158289315,poor,wheat,8.64196987026768,vegetative,12.986633603189432
+35.224443740342714,63.04897952704232,16.739769228952927,3.2989914508858504,moderate,loamy,36.51586831799415,36.24116690319831,moderate,maize,13.99191385178914,reproductive,18.82097703813598
+35.00910471138363,67.64490667621772,14.99506864651124,5.792021449718213,high,clay,15.279280656552157,31.8652980383698,moderate,rice,19.38247614822952,reproductive,20.85560970121815
+26.425598804815635,58.8679086496479,7.64682260582201,2.321591827987944,moderate,clay,26.82018388966094,42.39477110842772,poor,wheat,13.287884739092371,vegetative,18.14522504263706
+30.162805633080477,79.63072239948076,16.569731627792617,4.836413383107696,high,loamy,44.94114108664078,35.063034495370005,moderate,rice,5.955036958537148,vegetative,7.472090373400122
+30.10648789967313,79.97214250787937,1.615323696471569,7.84783074695696,moderate,clay,6.277594244404207,36.283401516034274,good,wheat,8.580215883025058,reproductive,9.82228174209392
+35.678953710690585,81.0360328980934,12.495478340663372,3.896555760882861,moderate,loamy,40.35367155198767,11.16239038642611,moderate,rice,12.26590159986231,reproductive,13.8298418035413
+25.625060353079935,78.20541414588976,17.363521054285766,2.93702344593848,high,loamy,22.275177063629396,50.10184156876184,poor,wheat,8.326629309419783,maturity,5.572581970586667
+21.886166994762725,59.285008631828674,16.77728462062499,6.056988407480072,moderate,clay,29.35174509662554,31.20879319481899,poor,rice,10.856016522597898,vegetative,14.002396993001462
+21.625872953513685,52.88629788894043,7.455655198837197,6.295891074989057,low,loamy,15.389227744762938,35.90382456715828,good,maize,12.836092339724916,reproductive,14.32647701946847
+28.404806982055103,79.88257702286224,14.904677061139784,7.406631450569264,low,clay,31.052680729717714,29.49552643924856,poor,wheat,15.002480049789591,reproductive,16.633983884155235
+26.22870506830532,59.41208751337601,8.549362910397551,8.073101974420727,moderate,sandy,37.88148422869476,37.57652372537169,good,maize,6.995474323905604,reproductive,11.190491422648265
+26.003019274623405,44.78228391767891,16.80276328779899,7.566476250117241,moderate,loamy,14.069206835484684,12.702119309842498,poor,rice,10.992657631232124,vegetative,17.77223491352009
+17.27843347724268,60.44061193933298,10.61523900310046,8.763297666358806,moderate,loamy,20.44709679948576,29.19545306998679,good,maize,9.93381556606277,reproductive,9.470296219454774
+32.965093517254886,38.510989315154525,15.297140982100824,3.783251714256319,moderate,clay,30.5320548968542,43.43388960630133,moderate,maize,4.631670881674748,maturity,9.315559682629338
+20.34341719954777,71.49776943592792,1.5714316458334343,6.558133969731969,low,clay,23.755144861635078,56.922305190873736,moderate,wheat,13.23360039847786,reproductive,12.445854951050954
+19.923840755218038,50.155276897434376,11.800519432177255,4.880762859370601,moderate,clay,18.19187950499649,52.45901211041424,moderate,rice,16.24810342664226,reproductive,17.15311034605103
+25.318958006934835,45.63952790684726,11.005683549386774,9.69689885601314,low,loamy,25.32593448035944,58.1409015296365,good,wheat,17.454159347698177,vegetative,20.524582606384914
+20.694458540445037,87.3905247740847,12.199534434703205,5.52223618731859,moderate,loamy,18.087249523126964,49.07573255086088,moderate,wheat,4.246836936684222,reproductive,5.30838321438276
+29.596456682700385,76.61285974549845,13.912832158311804,9.677711465068452,high,sandy,18.584311251865262,41.630863641190025,moderate,wheat,12.59783863134125,seedling,16.34930426515243
+24.286583483361788,77.2241701634359,18.36217940068284,8.152525232472847,high,loamy,32.47851547819646,31.163622120107437,moderate,maize,19.78247821166284,reproductive,18.452263356472766
+26.222793064819754,67.42331815675101,15.71364163552062,7.747710896549592,moderate,loamy,26.46793722522641,16.157119678491092,poor,maize,15.838533549347623,vegetative,21.8465586670518
+28.42923304010072,80.35036863061782,4.392759828698094,5.932509695374615,moderate,sandy,35.46825010895908,22.540106851534773,good,wheat,13.02612076877668,seedling,18.106410128667875
+20.08838806204512,75.54974886980287,16.51792538584192,5.547025074044817,moderate,clay,42.68502495368528,23.558752320351857,poor,wheat,3.507108877546488,seedling,5.441583457564841
+18.893790571638245,65.92642224801699,2.4415935523019128,6.212385500147255,low,sandy,47.43343978830038,31.39415094918036,moderate,rice,4.064212915798628,vegetative,9.29003469015887
+37.01054757184012,87.66746411110304,12.44397171350139,4.349064503415626,high,loamy,11.81080988511204,40.49204855813683,moderate,rice,3.9046392074455,seedling,4.747541529044476
+25.84309257078553,41.49569698106538,17.655076164918864,9.236079518707731,moderate,sandy,33.17856553338894,40.93309230748348,poor,rice,16.497777438485354,seedling,22.725463616344022
+25.30234024081348,86.60278313968506,2.022441084298079,8.354645242122931,moderate,loamy,31.20797922175675,32.77713187198033,good,rice,12.237803159367097,vegetative,13.822937009761082
+15.890303756821035,54.0862897199319,16.99385306620521,8.411166834600351,moderate,loamy,44.01253652934566,23.73218795029772,poor,maize,8.204356056566482,vegetative,12.778630517484924
+27.449407564684837,61.70393900408919,15.972414684604912,5.465228763595489,low,sandy,45.31504573021247,12.824720592781247,moderate,wheat,17.881853747746884,vegetative,25.0
+28.854243040275,37.36435917265854,10.075508676781414,2.5687115859537366,low,loamy,39.22261661819071,59.44181926401627,moderate,wheat,16.79772000877787,seedling,19.15628478090412
+28.97102177386666,62.40644633530746,6.177952045908082,7.464618543410229,low,clay,31.795782305678426,56.97799490610079,moderate,rice,16.228648479873012,vegetative,21.47122051584606
+32.675779233072106,66.6724051114916,8.108764561430878,4.995308671771294,moderate,loamy,13.96682599035488,19.146297963066047,moderate,rice,16.154937332472862,maturity,17.950669336880345
+19.437045874775293,89.86209250851144,19.373162714004238,8.963442499606604,low,loamy,17.448727882520167,40.26979329964875,moderate,wheat,6.253504392264766,vegetative,8.993878216646717
+21.30557835576547,88.51154466429159,4.033951123036927,8.242707507598908,high,loamy,32.1245189961336,24.782717019692505,good,rice,17.885943403374625,vegetative,17.080627217411667
+35.26826163076032,87.98383751245723,11.592085756597903,3.1626251359180486,moderate,loamy,11.270469393228517,19.72141816310937,good,rice,6.346341113587771,vegetative,7.882670923868355
+38.67926542108485,50.90328360612344,1.664814957573677,6.813725844308114,high,sandy,13.278387803475333,44.220566269087975,moderate,maize,17.674497616058996,seedling,19.95312299898868
+18.398318684183018,89.47598992470262,4.3578612837834445,7.537711407417475,high,clay,46.01445213239106,49.30963770333484,poor,wheat,18.156820044438184,reproductive,16.209223959072503
+27.441238862630456,57.32868909570665,15.266327761490412,6.545100638594891,moderate,loamy,48.03404039011445,30.32964741607749,good,maize,15.110527549067868,seedling,15.05191867314262
+20.354406318489676,81.11017552571403,6.051980807210544,6.11233740924209,low,sandy,5.235561721723246,12.953184310247202,moderate,rice,15.051567430208287,seedling,19.93437579914007
+16.50182920887456,42.97919814113832,19.71532141125469,3.82290460004753,moderate,loamy,43.8116867533888,30.074791099204788,poor,maize,7.431965006022839,seedling,8.288492133557542
+23.137583453153383,60.34999077939614,10.0163408618768,3.887254755369475,low,loamy,47.210610837430174,36.609698332837866,poor,wheat,8.323398828161135,reproductive,10.671427712247493
+18.59219062960532,87.96072576765633,10.330786506154856,8.144065109140437,low,clay,28.65827622040382,54.6608260205258,moderate,wheat,12.733812176336256,vegetative,14.08896403808657
+32.74832683585616,86.82188381540564,0.7262947867147052,2.1495182845084573,moderate,clay,25.200522896430336,42.840132524111446,moderate,maize,12.730511156682295,reproductive,15.47105206869144
+28.34313534178611,71.02409266928561,19.13053499154532,8.23128050164461,moderate,sandy,46.345977334469886,45.52482185360172,moderate,wheat,8.772964393199265,seedling,12.436710543523237
+18.59586177475777,77.86885935318358,3.484668817688359,6.214389892313113,low,sandy,5.338992053154436,20.13156421936386,moderate,rice,18.240852941591605,reproductive,21.83058490555426
+15.23103971013786,40.58560179614408,10.766811976208851,9.489781219078688,moderate,clay,42.8218626311023,46.01358121799056,poor,maize,5.230462505497052,vegetative,9.30719338926343
+35.203926225605315,73.29951296904945,7.913492199174632,9.978572381783383,low,loamy,18.34592297193721,35.091242849640544,moderate,maize,9.622478119435822,vegetative,14.0761406327135
+19.40486015410619,67.08304850012235,8.311694014892115,7.307876520871691,moderate,clay,33.85229927194413,51.02057763676416,moderate,wheat,7.39458224170039,reproductive,7.603275141859904
+30.155416055519147,35.49310414507477,12.866003320722168,5.298057555361096,high,clay,19.54391127610133,20.81847290538507,poor,rice,18.792725170796416,seedling,20.703157374988667
+23.42304782691864,36.78954039538058,13.241773541849549,5.800687268485556,moderate,clay,28.532513346762023,35.743119982423195,moderate,maize,5.4278337326712185,vegetative,10.29868523534637
+29.637148457875888,36.50661706507572,3.085772297161937,3.6337234212120615,high,sandy,41.37427230075784,20.473855003813696,moderate,wheat,11.002930738019982,vegetative,18.05604740303125
+22.8913406745581,73.46141608979013,9.991733062437843,2.793874591931848,moderate,loamy,13.157103095346736,24.29582248188113,poor,rice,3.7159677705361354,reproductive,4.026004906858967
+17.173489017306355,38.50291249485434,15.80954898283714,6.630107146417081,low,sandy,34.87633785614394,51.610204220024016,poor,maize,16.234165684245685,reproductive,18.780506127030232
+20.57375021394384,58.06393626686823,8.86572967104459,8.443960783732805,moderate,clay,45.4251575991736,44.38971590185832,poor,rice,14.240576202605917,reproductive,17.228070190714895
+19.70146416197689,51.41890835266547,3.3160894165316024,4.094132141833706,low,loamy,45.54732688470428,46.42440208829276,poor,rice,17.32638389483056,reproductive,17.48692997393847
+25.70048381099109,63.030248446213065,6.264338863133814,5.357222481962799,moderate,clay,45.235442165398126,13.426866898277677,moderate,wheat,7.978264294673318,vegetative,11.909936302964423
+31.45709458565393,72.38858923316417,4.247591282101404,6.438189294215846,moderate,clay,28.330854579296275,46.43782793911669,poor,rice,12.39998762210161,seedling,14.704192184222144
+21.59515187365894,71.08335223327992,2.516349358296741,9.26318255976046,high,loamy,39.54655639548484,34.5703547809194,good,wheat,19.292864944667837,vegetative,18.580783659206396
+15.301748382515449,60.9311949548626,7.551622548707075,3.1090498212964484,moderate,loamy,25.10859853820361,32.95718963960204,moderate,rice,7.296725089193339,seedling,6.98864021760051
+27.973434106618924,57.86009241662313,10.818724863961505,3.895065349837301,high,sandy,25.707352422966917,30.631346418807414,moderate,maize,18.36483211581641,seedling,21.219072678410548
+30.1439872339743,53.86893570733552,1.4550305055326351,9.34824361428628,moderate,loamy,17.77344222274577,52.58974395626523,moderate,rice,19.10839798606324,seedling,22.51109131870216
+39.07176235004524,81.71459689826276,12.076467444563669,2.3162847452375344,low,sandy,17.83523609671393,18.873196951438963,good,maize,9.426900204693734,vegetative,15.44391733403989
+29.736770077331173,49.8511082923587,19.86048880339215,7.248925072478869,moderate,clay,6.702094488427871,50.70573489163279,good,maize,8.638241783873625,vegetative,10.382757103510306
+26.779313984453545,45.561949270049695,19.282498640401677,7.1162070657436125,high,loamy,28.91622307580753,56.41619248581601,poor,rice,7.815030191601999,reproductive,8.126000928171113
+29.3350406474426,74.59892961931628,16.58346963998318,5.066035469060512,moderate,loamy,18.894241148414647,18.41194116670976,good,maize,17.326612292832607,reproductive,15.995731728055704
+38.19751574655068,51.58580770180359,5.326822256048061,5.745317432056945,moderate,clay,13.445889483188347,59.97979993250504,poor,rice,14.62332834939571,maturity,18.226728346876357
+35.70945364004116,80.8199159854361,0.4481519295873459,8.839343611844491,moderate,sandy,10.477076844929671,59.52671210668909,moderate,wheat,6.559317514097873,vegetative,14.93221574378323
+23.0744683340952,49.67332311822868,16.67083405765702,3.319856506774233,moderate,clay,20.614947348085423,41.06594645635916,good,rice,17.536553572144424,reproductive,17.3877149707289
+20.931359091428437,72.1166894744753,1.1144046395742646,3.8525398262314168,low,loamy,45.455475290294885,23.426745121196227,good,wheat,6.255404468883551,vegetative,8.936659863268773
+21.56584030915184,32.70654037712016,4.112561629415408,6.098803291519124,low,loamy,28.23807089541568,31.48125422216512,poor,maize,11.32634838764163,reproductive,13.076880252356196
+27.610525992880326,53.133772806619206,10.889064308935689,5.277963384000241,low,loamy,30.06211880511959,18.51916226198045,good,wheat,4.944082626708603,reproductive,5.404816549351106
+33.601236280714446,50.59381049805309,3.567560782872872,6.594979980361469,moderate,clay,7.444754605539803,16.010109596066748,poor,wheat,14.021716961936695,seedling,15.843402380502312
+27.580480179574053,79.0007243565554,16.675766625972837,9.366713488750367,high,loamy,28.393085368845547,45.20148174997523,good,maize,14.215884963841432,seedling,13.637919159358596
+16.694909895702814,88.02332419369861,15.54319392519658,9.336816141902691,high,loamy,35.04252834304894,38.99230127032122,good,wheat,9.159300703818843,seedling,5.971794800449313
+33.08951751099953,57.65287660157769,15.115390114744995,3.840146717719934,low,clay,11.782184893677014,38.17869507310589,good,maize,4.7687164642162365,seedling,5.739423740549676
+35.14925321677384,79.49017662922549,16.32255231795153,4.417156902790723,moderate,sandy,49.25992081917704,22.388043803867948,moderate,wheat,12.279695460661513,vegetative,20.67350819524805
+22.23744662799299,71.9816820574419,4.394035605292242,3.296549450376239,moderate,clay,46.18015195045845,21.745312240318825,good,wheat,18.65184809926013,vegetative,19.811462650150897
+31.60314348208376,88.04315925982159,14.577847522994986,9.422322971711411,moderate,clay,49.68960178206383,59.48671229510911,good,rice,16.446643169897953,reproductive,16.467630879386576
+25.664797526359838,78.66651086056947,7.105630051835295,5.182913041585562,moderate,clay,21.214264121982534,41.438690572448486,moderate,wheat,12.761655072540538,reproductive,14.555001042720692
+37.22798389318607,34.648683957823835,13.33689519136799,5.5976411590694175,low,sandy,42.00346202546564,50.97277814718727,moderate,rice,4.27924899258608,seedling,9.05181650993805
+36.130638954018494,72.79690334293417,2.4404345726234955,8.421126246219677,high,clay,19.79310724571993,28.925596087262107,moderate,rice,14.148537446836816,vegetative,17.407926596521833
+28.135799957741057,62.12998292534242,14.111731601290298,6.103787782482336,high,loamy,38.71083081478399,52.18405469281103,moderate,rice,8.849262664092059,vegetative,11.008904418258982
+32.28763864533986,30.98616347593963,19.44215455801559,2.958043857772097,low,clay,47.65234021902543,46.11903731531109,poor,wheat,15.547013845106552,reproductive,16.797424797717273
+37.083742525552594,45.07877752352663,0.872007306374325,5.502789675541573,moderate,loamy,11.975927733193869,27.506220975085498,moderate,wheat,3.689901820986458,reproductive,4.7892843173426805
+27.39292525195689,85.30531470161358,1.876578023341695,7.044192346229054,low,loamy,11.31439425221084,45.884722410977474,poor,maize,11.194169531728958,vegetative,14.530077238482724
+22.83126851222055,85.56368236720517,2.472735346760277,7.753672702056291,low,clay,9.698202219040317,56.28113638036684,moderate,wheat,9.057700492910064,vegetative,12.0808555307364
+33.84165344773953,77.93102761203806,8.611278098826025,7.162814822263152,high,sandy,40.92578439265149,20.68657441878541,moderate,maize,3.2459528959413597,reproductive,8.10033473325923
+20.501656369617294,88.90677619667937,5.815603698661073,2.9534457538589063,moderate,loamy,34.99851222951338,37.38163057892376,moderate,rice,10.99448350725026,vegetative,16.259284535314297
+24.71327870015105,78.39271347745229,16.138403070813872,4.4347562012945465,moderate,clay,28.504182138515272,58.33251935826694,moderate,rice,5.581246239100524,seedling,6.421400516631655
+36.643180927669846,30.612251237114712,9.47574478401923,7.868517159705722,moderate,loamy,39.82606942836747,51.06989700086948,moderate,rice,3.372533058379557,vegetative,7.877380563077649
+33.11055850673287,47.27006041809071,9.69074685377105,9.041521554688597,high,sandy,43.24654300031898,41.01455908372322,moderate,rice,13.45588590764815,maturity,18.722786873429293
+25.09527513118748,31.83745093426577,14.340762026507075,2.377491320498078,high,sandy,47.72877933108156,13.488271879113649,poor,maize,19.77627449032829,vegetative,25.0
+20.36861256020893,35.64647812425357,7.239379650714914,2.337832864559817,low,sandy,14.056297232706877,30.316159853476144,moderate,rice,14.515977528004909,vegetative,24.745056400379674
+23.89920977080591,43.130449017046566,7.06414494840927,7.147236234712499,high,loamy,24.87544818612401,42.53827339534452,good,wheat,17.996914840096995,reproductive,16.240886113722397
+22.102603730685825,60.21351277953134,15.138527752549608,6.384369233306248,high,loamy,46.53560037946972,30.48309273941218,poor,maize,5.145348235174799,maturity,5.738023977421883
+19.402232198596348,80.85192020772107,15.600834916735296,3.242712404141712,moderate,sandy,25.759566882390757,59.854190043805055,poor,wheat,8.034937690260133,reproductive,14.523658545069283
+33.58332283914142,81.71800536942649,0.2879754506563903,6.386332653575683,moderate,clay,26.944476080709,47.66964000164775,good,wheat,16.061973794957517,vegetative,17.87355791898423
+21.301747171254288,66.9721115134378,2.87580951681466,9.795898748006806,low,sandy,47.41003538136555,19.35409093928904,moderate,wheat,6.040954481038119,reproductive,9.538653383020838
+26.354186754194096,85.6905563439741,4.261963622969596,7.047201763173,low,clay,38.06043329730098,34.51931747410676,moderate,wheat,13.127647295110783,vegetative,17.32633748677639
+24.64648617090273,60.00373959541248,7.032009375157527,5.593129248397749,moderate,sandy,29.84216716340165,29.198610310897458,moderate,wheat,11.021894616534505,vegetative,17.839787085236683
+39.55193446589077,83.3421626479921,5.828961668639061,8.620259903516603,high,clay,21.077878939358,39.69215899320851,moderate,wheat,13.248690438236029,maturity,14.526963101134765
+24.777306103705516,57.24391537992072,13.37040096776553,3.702579885217213,high,clay,46.190726099015606,32.32822580738649,poor,wheat,19.423378175649976,reproductive,18.56525624184043
+16.99956206991887,46.63350044531293,16.562704676059163,5.314611446615306,moderate,sandy,5.402232648266377,21.89503579100529,moderate,maize,16.021015367642462,seedling,20.222477650027848
+17.2456438143021,84.98477508602566,3.841739647120483,6.222143134486779,moderate,loamy,19.445278913737894,46.21856326623386,moderate,maize,19.814493225929173,vegetative,22.32362209633441
+29.76884303382662,53.27610454073216,11.259601212038968,6.036319136406044,moderate,clay,47.573292107833765,15.333050702795273,moderate,wheat,5.077637627305313,reproductive,8.060747848563807
+29.98408879345664,60.204246530667696,7.356325021620719,9.36777975368922,moderate,loamy,27.41917085936615,36.60669950260551,good,wheat,10.880176872793427,reproductive,12.71466450989329
+25.46897476206637,49.73163795184063,10.115557500921238,4.341344857973406,low,clay,33.07345848871694,25.50799912242649,good,rice,7.192887111176376,maturity,6.239342421693061
+25.79609230780074,69.77025601744378,12.415156835667878,2.452029765836957,moderate,loamy,28.96770187432676,58.32655175151192,moderate,wheat,14.322294218753736,vegetative,19.47156210685675
+16.34831457102178,89.70187350036213,17.871996373640222,9.331017636109936,low,clay,22.88123171295377,25.17806776060818,good,maize,3.2411027302877446,reproductive,2.507034891098119
+27.91366275973156,31.530812931886175,3.8458533565456143,3.736541257106741,low,loamy,34.937709775417986,27.047077223913256,moderate,maize,18.188968587544245,seedling,21.613302328576687
+27.61848688450879,83.99088036042609,1.740131741121207,5.032223791813659,low,loamy,39.49136270848516,45.35435853446812,moderate,rice,13.217437049022529,reproductive,14.964687664060351
+18.738732963923614,30.235563419355923,12.54423838090705,6.247132996144617,moderate,loamy,21.3991871825237,16.423762115638766,good,rice,14.403261868576555,seedling,15.562639102697547
+17.59598465277319,51.85367286877266,7.88261697545253,9.807043764385709,low,loamy,31.57346519174124,26.231254961386792,good,wheat,16.503230039584608,vegetative,19.119804864650025
+18.089312264987264,40.11640837737086,3.2580538658597717,6.282147533028785,moderate,loamy,8.724116521894919,44.79574119193694,good,maize,15.67816932120346,vegetative,17.99847450494716
+17.525706162281462,75.44050684035308,2.341743347096894,5.581946452387832,high,sandy,29.64190616414892,11.53768703101358,good,wheat,14.683543023592607,reproductive,15.226310018099918
+30.242704888418995,33.03665044543041,11.178195737480596,6.6691078361411735,moderate,loamy,38.6487334191506,25.55003145321817,moderate,rice,19.110420667621383,vegetative,24.32296161391176
+19.91206631007297,63.20909721505968,6.009411890563912,9.7664652793371,moderate,sandy,31.335972796293003,10.412783318567222,moderate,wheat,7.037154928991998,reproductive,13.327283287348898
+21.285753804686586,47.69556803071876,19.94852759171956,8.543556790051523,low,sandy,44.53014335073468,17.511459875170218,moderate,wheat,4.614961191502445,reproductive,10.372412694051317
+19.339303603785996,38.02021493188213,8.11801638661428,3.3517450904953767,moderate,loamy,17.878693424267688,40.209869703250725,good,rice,13.73359158167172,seedling,14.445001393204626
+38.945882611212575,76.30909272615844,4.245732175303654,8.426080119233673,moderate,sandy,27.12902314588475,32.835743028506016,poor,maize,4.09482170297391,seedling,9.6751462772953
+36.36543657879589,43.0450100553154,12.576980902345555,8.728792478431107,moderate,clay,8.93659787634892,17.80129572463676,moderate,wheat,12.42124277966629,seedling,15.006258798151643
+20.76237093378802,43.42051272329633,4.885097793810138,7.52555283166773,moderate,loamy,36.50094106529284,13.901271908778275,moderate,maize,14.888708104175896,vegetative,17.78833055604157
+23.18915734805315,46.50460710827538,9.881720864623222,7.257867673338114,moderate,sandy,24.93011802222504,12.8162234363641,good,wheat,14.45802062677709,vegetative,18.57734839958106
+20.24732105762493,65.20600582968164,9.651523674420147,5.527016006782434,high,sandy,28.866446351763567,14.26790791488515,moderate,wheat,8.739672944196014,seedling,11.957758250174468
+27.2968989865206,69.57995590144489,9.071152594314745,7.13356309695563,moderate,loamy,10.777759841304931,14.803839696453773,moderate,maize,14.529548905863065,vegetative,18.69914768913865
+15.49026331185634,31.0561514220807,15.9217139253915,7.900599777218062,low,loamy,49.88083216457743,14.315634229105305,good,rice,8.693825972731638,seedling,8.784170767963785
+31.78420022241989,44.51217816682742,4.3322600293236775,2.9825619845943923,moderate,loamy,39.73640119722506,12.75401105515527,moderate,maize,16.697249054818656,seedling,17.810786091857306
+28.07895374544104,55.85825055031697,18.0861461014094,4.058639681467485,moderate,loamy,23.02833979854317,44.85153628817576,good,rice,17.823363151699663,vegetative,19.81593078755671
+37.46597320752758,49.91861712967399,15.826810064270688,3.552655031730352,low,sandy,30.648187282345813,57.06333539633044,moderate,rice,14.319227827654906,reproductive,20.440194825556045
+19.109817108210358,83.05023951065317,6.662447284866476,8.729694695248114,high,clay,32.84227123498397,52.79894424341682,good,maize,13.66628854742205,maturity,10.065108632783788
+35.10273115152829,77.26252385318513,3.6120501256027695,7.440020732254141,moderate,loamy,48.23447138744494,23.29267820602044,good,rice,7.889209731450799,seedling,7.959857440596375
+34.799025361667894,67.55341293232965,5.590700490134825,5.606228316601412,moderate,loamy,39.57748745522895,20.213972358331368,good,maize,10.909335176892576,reproductive,11.252130436924284
+18.17952973042217,50.28254495982239,6.652724938181567,8.608446003907744,moderate,clay,20.73500685950998,12.395602610043014,moderate,maize,6.913066948408071,vegetative,10.736425038291044
+24.96398060360319,72.0403406907696,11.138663376140933,7.734250719940086,moderate,clay,48.99675687598745,17.801684001649285,poor,rice,14.973253630549822,reproductive,14.222773949437064
+19.253816028612924,80.61828077074767,0.9273633762730028,9.308744652362376,high,clay,18.58083385252061,38.38856464129488,good,maize,14.055954547939082,vegetative,13.506283572368382
+21.36801251143872,65.6898226415392,18.287182597041063,2.614455968783326,low,loamy,30.96257293123334,59.90624258991209,good,rice,4.856683772053282,vegetative,8.356621238294432
+21.58115437076361,77.06768801360275,1.9734971332222195,6.073259052329882,moderate,loamy,36.53004553453411,52.95172034366722,poor,wheat,18.262837274712428,vegetative,22.71222235003606
+28.90590985064432,74.94629768398487,5.585467882000696,7.653983228610041,low,sandy,17.20066065762639,35.74607651727368,moderate,rice,19.790193658713576,maturity,25.0
+25.28527329401164,64.30423866961934,2.185748759059332,3.659945494438766,high,clay,48.03624926043344,31.172744194319037,good,rice,5.407951366781993,vegetative,5.444683166448503
+38.69332010015764,48.73099300929066,5.133456530513203,4.617009855770912,moderate,clay,14.724945601867752,17.39129420068948,moderate,rice,7.684297019435844,vegetative,15.013977770976338
+18.159253548675128,74.7469294800763,16.753476372176166,5.351810010558613,high,loamy,24.879795075526967,30.92956170700685,good,rice,16.965341730621066,reproductive,13.96374682353516
+39.34230337125497,42.40778198145639,12.303516227664844,8.354604946164713,high,loamy,13.094298574109487,39.7429091576481,moderate,rice,9.713943365617878,reproductive,11.675203845539048
+20.7659660053566,76.76930078829203,4.546464501789613,5.948609608457561,moderate,loamy,44.37443924478125,39.773725405756494,moderate,wheat,3.98016212475724,reproductive,5.816650068130117
+34.32184840954633,78.27280152855198,17.435170595986754,5.942960262782314,low,sandy,14.972054903737778,37.87732415542726,good,wheat,18.499922750145267,reproductive,21.55246583225605
+23.47424815432053,79.32869277422239,16.014241184369695,5.447100948417162,moderate,sandy,6.563364494066347,51.200941827031386,moderate,rice,11.930611850352763,seedling,14.518523438580882
+18.577034885432848,58.37495825870746,15.072985646431611,3.828712714370523,low,clay,6.752318113867735,35.50419368094094,moderate,wheat,3.526217794017613,seedling,5.681715815627576
+36.447229631156,41.5488460662253,16.95265396771426,9.384572284902116,high,loamy,23.618901891467846,33.64247881562032,good,rice,10.389744916062028,reproductive,9.196814642753044
+22.72152248091158,35.98341600396412,12.392993630366302,4.542408965253403,low,sandy,28.52499238795856,25.288695266661502,poor,rice,17.185262573855415,vegetative,24.00508648043649
+31.47138510567105,74.60167502927546,10.028747204224649,6.539725286159205,moderate,loamy,6.873738427586198,19.012086623507376,moderate,rice,9.704521537525014,vegetative,14.504730690387298
+29.161092127165663,83.1756830717888,7.478700523427788,3.190237884178452,low,sandy,9.17894058956682,10.070197326478729,moderate,wheat,5.214927296472373,vegetative,12.277053897820512
+26.793907734771857,69.0503015302144,4.475280408153967,5.473947136792377,low,clay,9.385832952202977,26.10491476122935,poor,rice,3.699882208790719,seedling,6.365652385604576
+27.39548681621348,38.64960362330218,11.148233152937896,9.230428129353742,low,loamy,35.08255781743294,41.654038271085405,good,wheat,16.249455246046807,maturity,17.568673738422685
+33.305947852307185,86.09378691105445,17.789846914281767,9.963721908084736,moderate,loamy,18.491675922824385,37.94487547964268,moderate,rice,11.675123618644925,reproductive,14.684539347670857
+17.194322853086014,89.34612087235917,11.8796357798465,4.894014853867737,low,loamy,30.31576940078948,36.525828149925374,good,rice,8.447114559014304,vegetative,10.14634359865601
+31.70451654894763,56.00271659609532,18.392137234412736,3.231924370514684,moderate,loamy,8.316318698360394,48.61883857476423,moderate,rice,17.04772798165494,vegetative,20.20331431336018
+37.39530253496447,65.68951735642628,7.138347391863271,4.515612213843161,moderate,clay,45.14520021263158,21.6423390706874,poor,maize,4.925891443020216,vegetative,10.035633973563575
+16.444704925496605,76.63371120009947,13.902759450549953,4.617934147096156,high,clay,18.699497079038142,43.92690024297798,moderate,wheat,5.783298667713181,vegetative,7.140991037529487
+18.51633348084167,74.18338740300268,12.973309449252824,7.156070354258541,high,loamy,40.01903255916638,40.35824249851807,poor,maize,9.613195489178429,maturity,11.015717126535948
+32.91579841755079,88.06723151600696,13.408676881254838,5.969253795956482,moderate,sandy,42.20163818796521,26.94957140621101,good,rice,3.665587405089927,vegetative,9.98177597947216
+25.93204120611544,36.89298546472733,12.900840244815852,8.147677826125044,moderate,clay,49.455888680566005,20.92718013960055,moderate,rice,17.515457980168605,reproductive,19.564219220154925
+25.08871552034221,64.84349196856834,4.433093498742336,7.610426275979849,moderate,loamy,38.34675067395889,38.13449347769232,moderate,wheat,10.788426953858256,vegetative,15.320149708042043
+18.424165863605896,71.51588518038552,2.8718179656629794,4.01046979140197,moderate,loamy,24.92624966415452,57.25740347397353,moderate,rice,13.095406600342546,vegetative,15.546203510568848
+27.669251017944703,83.4059054512602,19.572565124641173,8.274045519086226,moderate,loamy,11.868251737695818,13.817542106723373,moderate,rice,3.786463906217687,vegetative,9.13555042001509
+18.16363277990943,82.44657766308904,0.905902576850024,8.779694935318528,moderate,sandy,7.15425029978528,57.64924196472751,poor,maize,17.726907602106184,maturity,21.63378701794558
+26.91551140776351,88.6799876136774,9.354729740565409,6.787121518032014,moderate,loamy,44.88169177610167,33.23790719439077,moderate,rice,19.48222383697824,maturity,21.054612799004687
+34.09038247404142,60.72470723626074,8.501606342837238,9.421341673988607,low,loamy,25.0998526349465,45.50217504478455,moderate,wheat,18.09132990032155,reproductive,19.454244947335347
+21.456608947179088,79.84565200879359,7.200379164301525,8.263584981876402,moderate,loamy,38.74836560699281,50.160233351745845,moderate,maize,14.631792306440031,reproductive,15.51154843638051
+27.019654204493182,55.63690248763966,15.63967707153419,6.763167254985592,moderate,sandy,27.33487162973505,17.57573985175893,moderate,rice,16.46361867604478,seedling,21.52687824013427
+39.80039923492089,55.338832671361935,14.907005766250318,9.249327978506642,high,clay,44.58490147211006,12.247903040728634,good,wheat,17.426057475951655,maturity,19.0798430883078
+32.16626058385093,45.200901868371545,18.10449847059881,6.802867841924312,low,loamy,38.73494041137765,16.424586326654524,moderate,maize,6.682989663053691,maturity,9.047806972021924
+36.03391928262997,79.09423722115379,7.909750523738444,6.1695290186987215,moderate,loamy,8.845599170619948,27.04764446452012,moderate,wheat,5.435276255477869,vegetative,10.172736415717155
+25.371190164013644,89.14890634881094,11.283590558589191,4.850066723288822,high,clay,38.846610753870834,57.82771148018696,moderate,rice,6.472370877707371,vegetative,8.813689098754862
+34.196523078146384,45.38050370083548,17.84614094684241,9.062906644755564,low,clay,17.006636693371316,12.138771895768729,moderate,wheat,18.099098024714152,vegetative,22.23410680627429
+16.012729323533044,33.36789528126434,19.876961257107688,2.9818173669825727,high,loamy,39.7875295195764,55.98990498123764,poor,rice,8.72137161886851,reproductive,7.508849411455629
+18.072779563556125,78.93254624514044,19.3858872473071,5.788021713739651,high,loamy,47.683175056285286,38.064734573106094,moderate,wheat,5.605088657734777,seedling,5.91657910583396
+20.076764823001557,67.21380315208538,14.356877425374684,6.299306655000175,moderate,clay,46.85594940486378,15.117048074923405,good,rice,19.99300344943309,reproductive,18.31894576900305
+25.04879811538049,87.58192803306027,2.864551156203592,6.437992854158215,moderate,clay,10.625010460879473,17.63742455846657,poor,rice,5.8600263413624925,reproductive,6.798054403500166
+36.14362195814408,45.13435314461714,0.4637202358605319,7.2151186438819455,high,loamy,7.460250764294628,44.46655859078086,good,rice,4.977249216237445,seedling,5.007598460922437
+23.656651269698266,34.261659480076865,16.50436712805884,6.046364994030525,moderate,sandy,39.96417379624738,40.42267301052146,moderate,rice,17.17847182590127,vegetative,24.595103510758857
+31.365529837886573,59.5465356519901,16.818840489836507,4.054545181119416,low,sandy,36.94827705189344,18.372823473802725,poor,rice,17.36826469644895,seedling,25.0
+32.73285737008709,35.127961377908846,14.927218165269393,8.855555169115998,high,clay,12.9277614659083,55.2165544003548,good,wheat,12.346196127280995,reproductive,11.935729778522395
+29.65455885220853,45.70740006616245,5.5984697199844025,7.260202622684226,low,sandy,35.80553000169468,16.645196662886338,poor,maize,7.676874221698712,seedling,12.589597758404452
+23.931049204253405,37.5586716491501,12.796357191970532,8.86550250968245,low,loamy,5.696953965231073,35.578679302698035,moderate,rice,8.230506122661307,reproductive,9.82238743436292
+29.42633354283861,43.44793077960472,6.324968836305485,4.208347927843014,high,loamy,33.402293817913474,36.414717137575344,moderate,rice,8.160261206138332,vegetative,11.79686987182406
+23.55663981974365,36.36867916928351,9.012964922018494,7.0964551592225735,low,loamy,42.45375001555116,53.52511783030825,good,wheat,17.714614537847716,vegetative,19.522094847915778
+17.0968434638003,87.23435996563713,7.64870169961021,7.713389960611161,moderate,loamy,33.8827550407497,11.10751079939516,moderate,rice,3.290528046949209,seedling,3.934054687244787
+39.82009945465036,46.71376280698413,18.27280173580111,5.067241282942708,moderate,sandy,7.942838933271146,16.82258504539444,good,wheat,15.075711453707756,seedling,21.007296298872824
+18.17956134081277,56.63385515955393,4.683146614877511,8.49795294565521,moderate,sandy,49.593756679921775,18.53393400271869,moderate,wheat,19.23860372185016,vegetative,25.0
+16.808709595901433,83.91670845805334,11.552218091475003,2.020070198738374,low,sandy,21.02411656099489,13.144069876240202,moderate,rice,15.7901645556561,seedling,20.22487562072501
+36.963268730178896,70.63929527768846,7.219630580677183,6.759358001713773,moderate,loamy,22.121518619993928,41.574164204547735,moderate,maize,11.344769722353156,reproductive,12.808982893769588
+22.545866522322378,67.08224883370646,13.261422238284515,6.908547762817044,moderate,clay,8.813810178861683,21.4799930351574,poor,rice,4.3984308646533545,vegetative,6.982310027865792
+31.25742435183769,72.33379142165023,11.2912628235495,6.270744744309083,low,sandy,12.520295674787128,38.83349172801863,poor,maize,3.519157597838136,seedling,8.371415183572063
+23.22514324155582,79.7293354263229,18.47955362731881,7.040387895355596,moderate,sandy,17.202910708193485,49.13061017962164,poor,rice,6.539808742760525,reproductive,9.627916648974724
+24.78635676986178,82.66015607110566,2.032243034024264,3.337814856186162,moderate,loamy,40.964106628849045,30.4264246644634,poor,rice,13.408641694281528,vegetative,15.932085179940277
+21.552824300419918,68.5583802399016,4.412816795135268,7.478251854419006,high,loamy,36.12869635187437,48.44251371650398,poor,rice,10.72135630316431,seedling,9.546206238372015
+23.57610014482525,83.40043648164345,15.326959276621118,4.686311702693322,moderate,clay,31.26419733938568,48.89342753218117,moderate,wheat,13.2311298991568,vegetative,18.872736035534004
+25.26751001466358,62.12385164552861,7.375736797896868,5.616429940607342,moderate,loamy,43.87519465469776,23.171153287032883,poor,rice,4.458296626592649,vegetative,8.759380608646088
+33.010401727308576,46.6374513761054,3.3156757245744783,4.664874911970149,moderate,loamy,49.90123355058772,10.787229870153244,poor,maize,17.071931680208415,maturity,20.732888078902512
+27.788404855869796,82.80460253303066,10.066425184907754,5.791489627995883,high,sandy,22.314850619718506,15.164092660316616,poor,rice,14.544084601331097,vegetative,20.17161580280317
+38.58913042892442,62.48836964478522,13.042841232227724,6.972553812093982,moderate,clay,22.605054259612444,51.17618700853965,good,maize,13.84162325378437,reproductive,13.30125790390575
+16.047009845969388,84.36825525403405,0.8965342830699718,8.706747767164408,moderate,clay,38.12402189897643,30.265365750706195,moderate,rice,5.936074124278612,reproductive,6.8244020184265874
+27.5767080658007,32.41006883703487,5.832437787348894,5.867480461121768,moderate,loamy,33.99569724683818,51.95480080592349,moderate,maize,12.282557131648398,vegetative,16.19344485592827
+29.60561972079295,53.85094509247413,16.188450753920858,4.585790620828826,moderate,sandy,5.602705155517879,37.3757160173404,moderate,wheat,7.3432015749891155,seedling,11.18319769511674
+38.00492465185685,86.8683011017481,10.404891332203883,5.903535031403075,low,clay,34.4942287130527,19.869769386085515,moderate,maize,18.85253106048113,maturity,22.23989206150481
+16.22896309053569,44.97900556549816,0.7075843034663998,7.510429312564124,moderate,loamy,37.38237754834353,45.61186285470016,poor,wheat,10.93484085362412,vegetative,12.269784397904616
+29.3374896233804,86.49217476230956,5.639020105494017,4.773605733806365,moderate,loamy,49.367146643391344,37.909317131629365,moderate,rice,8.227347542368648,seedling,10.27982352538919
+36.34074821319892,87.234147667755,12.782813119588427,5.314256597787249,moderate,loamy,31.404695119042763,27.59026060735728,good,wheat,19.16152199987551,reproductive,20.120368303747973
+21.048193202980915,82.92853885355166,3.987189391560495,6.502718536069891,low,clay,35.798801499234784,14.38584977247652,moderate,rice,6.496848882304658,reproductive,6.886355725323531
+36.90730871309844,63.820082705597926,16.547828124388285,4.3520741106188,moderate,loamy,40.49364673735535,15.114917807822016,good,rice,11.37984691878046,reproductive,13.895697399446911
+15.476085231857295,68.81636694483831,13.531518141673285,3.672677276355534,moderate,loamy,9.31818292553278,19.425580707318936,poor,maize,5.904270429949562,vegetative,8.571603277999657
+33.31136572834325,82.17701990699214,9.427581218955863,3.123138270906096,low,loamy,38.059347915898144,43.646555962879965,good,wheat,4.603252427614052,maturity,5.836732374838926
+38.32783052921633,76.55382494335106,18.312475621335697,4.820879865008594,low,loamy,29.608957125891504,46.39857110580822,moderate,maize,3.882746436876877,seedling,7.628347942184475
+31.429941541001558,67.8056309673247,7.836015418493234,2.3867432515044564,moderate,loamy,9.503401231883178,41.5457926382619,moderate,maize,3.267067101197004,seedling,6.547579154180741
+25.9757310995112,88.93556447224216,4.701468211281705,6.667860213676012,moderate,loamy,35.144637937884795,26.86341938500976,moderate,rice,15.060289818941632,vegetative,18.8816547425114
+16.12202541181795,71.14059818002164,13.228059850534017,3.407274927980196,moderate,sandy,15.552692360945734,32.02350215776394,poor,maize,9.59397604463291,seedling,12.59650542289077
+38.00284533306572,88.52891954686567,11.46590374940297,5.019158338640342,moderate,clay,29.205403403045427,45.477988897321694,moderate,maize,18.672562594397935,vegetative,23.48861419881852
+26.757405567289368,33.44330847642544,6.704958018624502,4.1537825231869805,moderate,clay,17.643209437216214,42.9927535018472,moderate,rice,13.651932896447375,vegetative,18.75170298551914
+15.7249186083987,38.337622244532746,6.873291226479543,7.043119730733995,moderate,loamy,9.704136963651342,48.65067654563625,poor,rice,16.71550540185026,vegetative,19.294017262249817
+32.24552678321905,57.08753076002944,7.964206172682036,8.80276529173493,moderate,clay,16.288898778539533,22.05687770508132,moderate,rice,7.802656620090939,seedling,10.922997667887389
+27.04593133940645,53.09276765305891,5.822771349587386,7.06640834390676,low,clay,24.746297994871615,10.22444456497746,moderate,rice,6.616253320775884,vegetative,10.14523626157201
+18.108632936060268,76.96409048142166,14.20482812721845,6.340039429387151,moderate,clay,27.235798640259443,23.32210503994488,good,rice,10.55095551332911,vegetative,12.907971507167517
+20.35679523275649,39.63684158815222,13.027168101024106,7.352669914576337,low,loamy,11.681641368492006,27.394573218680836,moderate,rice,17.06681824042738,reproductive,18.6229757688632
+16.612267011396156,88.56571074668932,8.815553050927853,2.2399251020815987,moderate,clay,19.44403809497328,58.0256732146094,poor,rice,11.14593579980549,seedling,10.862102437757216
+29.35733849271434,48.90395251565484,7.957093515584743,2.982757287696958,moderate,sandy,43.672578952396464,20.886613665442617,good,maize,12.3562345356007,vegetative,20.908697672570284
+30.550736981300236,55.73542246440957,7.301025387194102,2.759417887768354,moderate,sandy,45.96719593297569,51.32021753674047,poor,wheat,9.095314747183313,vegetative,16.73193805394349
+27.643557458886107,46.48470194640137,5.669366427845071,2.785577325990272,low,sandy,29.08319389388142,41.12557644915659,poor,wheat,13.070607946981116,seedling,15.85645033493698
+35.427553325065375,64.76181703959284,1.7139332631411874,4.083869721572384,low,loamy,27.066272363658463,18.37683239497284,moderate,rice,11.595432766197806,vegetative,15.565138985140669
+36.52522053270034,33.517722025355035,5.36409371045001,6.2564180830656415,low,loamy,31.163410609477715,30.1752405336814,poor,rice,10.862128644357618,reproductive,15.541953699777247
+30.39060991707817,38.98065033422693,6.4240269738613005,2.917452629253977,moderate,clay,14.65562551489741,35.50793286260973,moderate,rice,12.329733477321708,vegetative,17.808571820122292
+15.318911992685765,74.74786220512345,10.953680125306866,9.480929929515112,moderate,loamy,49.710701709032655,27.20750818256157,poor,rice,10.119199287736954,maturity,12.120457979314866
+32.38074139369339,41.19003500428824,15.475770181560994,8.834054421235322,low,loamy,38.53727244375528,21.307505904054427,moderate,maize,16.386378644501164,reproductive,18.872438075074477
+25.44998042300879,44.13086709339977,7.914042896680633,9.773154830663856,moderate,sandy,15.743564574779608,22.64254698376854,poor,rice,4.157220398017629,seedling,10.057411142371109
+29.138937080659677,77.57893414349027,18.895138117041835,2.3400003607079247,moderate,clay,17.246588328608972,39.260288266780776,good,wheat,9.020508654746369,vegetative,11.38627168959883
+31.22701505047211,35.59807070143522,16.54699926882325,8.811219576714532,moderate,loamy,34.178557440410714,44.40530262970259,good,wheat,15.804611675276078,seedling,17.421870361628965
+23.75591535817692,56.248429366250456,19.696036957674902,8.429872603531916,moderate,loamy,19.52809381354543,33.44856293237161,good,wheat,9.215628121637383,seedling,8.240357090180229
+37.92746262929485,31.38380321983362,17.524060820829636,9.216846916819684,moderate,loamy,20.98925473908038,57.086791837319225,poor,maize,10.982384849198244,reproductive,14.193040610302235
+18.34937166874453,50.80844395907423,12.334518986187584,6.223553341278469,high,clay,40.142420157211205,46.428321308343584,moderate,rice,9.667751585828247,seedling,6.435790939683402
+31.78779518202593,71.93888415664526,11.96958575633438,8.303112566205387,low,loamy,17.011717235837693,54.58789829508562,good,wheat,8.954465217688362,vegetative,11.803445370050293
+15.10898949891451,35.4061967830337,2.590522535084341,2.4102950347412198,low,loamy,36.735853843814496,33.78317731441689,good,wheat,12.344395396349006,reproductive,11.132582385122248
+38.11627763512952,83.30007760672561,14.447984977831354,2.6070223158719106,moderate,loamy,47.06981885436698,10.744146397790402,moderate,rice,5.780392023130684,reproductive,8.954961529542695
+17.81260333095229,84.56994257644297,12.004137151853428,2.948257927596706,moderate,clay,10.5860820649207,39.60352648035915,good,maize,10.409855665512271,reproductive,8.732150355309662
+17.372105753689365,36.299422507508105,10.138642067919694,9.318310906385664,high,sandy,11.492788759659229,50.91296897376775,poor,rice,15.827280064344832,vegetative,20.10870444549573
+23.325190826306105,89.4439461825466,13.865737451145772,2.489354795107591,low,sandy,47.42928953653171,36.82675296449038,moderate,rice,3.159347168182645,vegetative,12.722458054036776
+24.339157150977016,47.85177320372934,8.880956856759873,2.8011962135928874,low,loamy,14.158366575614842,38.395052408838566,moderate,maize,13.24836641021736,seedling,15.014206658748046
+20.35750180807197,35.046100267896364,10.477193248165724,9.443283221036216,moderate,sandy,5.9405374219436204,58.748544791581146,poor,maize,19.69476394002688,vegetative,25.0
+29.62804152317812,30.304026869835734,7.967046096065127,2.859140654658225,low,clay,44.08285622090447,28.307109218749723,moderate,wheat,9.846764469146606,reproductive,12.6179634436109
+26.072852451049087,54.51137374583176,14.347417867413796,8.958050389802992,moderate,clay,17.70362991493119,50.093640943578336,moderate,rice,12.165222284133472,seedling,11.198322784983503
+15.854389726027186,67.78859914236706,17.532219410957765,8.31416630449829,high,clay,18.4259270777803,35.25371197382229,moderate,maize,5.384566035514815,vegetative,5.896261389147172
+22.99130155638252,49.93075499419879,16.816898782652054,2.322255908257234,low,clay,15.211451578330475,33.18555019142163,poor,rice,15.00943688511008,reproductive,16.743877221006496
+35.260822839329265,80.20304192847736,15.720505440989376,2.17477917511704,moderate,sandy,46.29501041623156,17.278853155282743,poor,rice,10.10356363069755,vegetative,18.023515587649808
+32.242538371546715,72.996376533903,0.2757540908910183,6.2751070681087455,moderate,sandy,39.84883911504319,47.41975417905232,good,rice,16.073654172949603,seedling,21.12825144284192
+33.121771339497016,51.00969191808196,18.237609277549183,9.977403230134138,moderate,sandy,31.8556605189202,51.16472111109768,moderate,rice,5.139806634527245,seedling,11.336471364122817
+32.45292310208809,74.05857999651627,5.497514414467879,9.030641280791892,low,sandy,25.396624205409072,31.543872253846263,poor,wheat,4.284951418306482,maturity,8.642369374220515
+22.77432553457583,86.429264218155,17.759478859267517,4.480203466970277,low,sandy,11.458855344212424,48.17652966869518,poor,rice,7.776520852932023,reproductive,10.30739850458761
+17.491598051919397,35.585759912581025,3.93936206178753,5.090473872923227,low,loamy,46.66940467327138,39.05603933999163,moderate,wheat,5.967082872993109,seedling,8.364849657617201
+21.8116796008274,48.366237609457016,8.792915028494745,5.103247969904809,high,sandy,38.734861872161936,22.8777157319418,moderate,rice,16.892521208358463,reproductive,18.976968921803103
+35.79463250462898,57.7995563470016,14.987975886538274,7.873430527240118,moderate,sandy,17.549759208703822,56.18577639439447,moderate,rice,15.883777170840816,maturity,22.174937710628296
+39.51176994457678,59.87940766528612,12.80557890554345,4.729062021299068,moderate,loamy,47.63732294483141,44.838570684851256,moderate,rice,19.432145031372468,vegetative,25.0
+27.346175368539036,62.53173869316442,8.318438760588599,3.1823764910020857,low,sandy,47.08359235242046,53.91673088393644,moderate,rice,4.133055906106085,reproductive,9.517552663328658
+15.242508873076057,48.03761439231892,13.572477134805569,7.976859268668403,low,loamy,34.678347229079804,24.0732212816386,good,rice,7.886431861205412,vegetative,7.880410262176992
+18.501120303355727,70.03557875894094,10.97899020093279,5.664124945960837,moderate,clay,49.325160067320525,55.81815946732829,poor,wheat,19.49806937739033,vegetative,22.974523374055515
+23.052014382906645,68.70507021178977,5.514726132710646,2.614229789491736,moderate,loamy,13.426171046635703,28.23334306040733,poor,wheat,4.812196723831588,vegetative,8.184896815445802
+29.464633714823744,64.66929037629683,12.926588909942796,8.320418147936486,moderate,sandy,37.9125661814465,10.47659429641489,good,rice,11.326940337811312,reproductive,13.724594815583426
+16.87734114513285,36.8257033026526,4.084941726890468,6.682490111601834,moderate,sandy,11.8479251134284,13.751421898241908,poor,maize,14.149257470165008,reproductive,19.436016658687414
+38.58393246774704,58.618073465756666,13.87976568518331,5.914954602150274,moderate,clay,36.12610436064776,14.466924219963914,good,rice,6.867905541487657,reproductive,8.985815572520234
+24.12709183211002,51.373613249362535,0.062217552464856,7.386745337178239,low,clay,46.39333188689643,20.35716841026359,moderate,rice,16.194741968193973,maturity,20.001978742323352
+37.814605448120574,59.46230819028736,10.975450275235394,6.04294146256293,moderate,clay,29.12439026901287,19.32609928911682,good,wheat,17.487570748328423,seedling,19.207137157157128
+34.51304506892554,85.31198613090156,8.02135255112282,7.187361183907994,low,clay,39.33799868870532,12.894699701561,poor,rice,9.760859302139451,vegetative,13.644756909654262
+33.885931812889524,58.83188058950449,6.062075476038946,8.939908362922573,moderate,clay,11.440477787469916,54.7696216166486,good,rice,14.970807313172388,seedling,16.626716752575597
+30.1679894945558,30.838847510370712,10.31415934469275,6.908114944889003,moderate,loamy,33.49375566753952,51.41550418499811,moderate,rice,12.0225185127336,vegetative,16.444777431784427
+30.66959542629612,56.330204285047856,12.906232650717762,7.276803982834199,low,sandy,7.843635325954151,48.14116165084142,moderate,maize,14.563291626714014,vegetative,23.358564072585867
+30.950080880406205,79.23889080296293,19.306245324269295,6.910848555365398,moderate,clay,6.660404427886529,33.956669805731494,poor,maize,10.648529590487971,vegetative,15.053125489432556
+30.71803467563955,76.8036553930901,16.661289797761953,6.249438221066373,high,clay,33.5328162186265,31.25740769111331,moderate,maize,3.576553204382445,maturity,3.228895125383856
+28.843205784959032,60.80340441169086,14.342997661676216,3.3757792878037725,low,loamy,30.776386107477045,31.268224270166904,good,rice,8.514599518075922,reproductive,9.492299071795076
+39.66035046207222,44.98614077155892,9.579338233582927,4.685421148470923,moderate,sandy,19.81630138344264,23.08837049330929,poor,rice,8.012360732738653,seedling,14.844736700489646
+33.3072641856424,57.90531977487271,7.842882393287085,7.544871738864978,moderate,clay,28.081832457998875,40.41288067526173,moderate,wheat,18.71139483878437,vegetative,23.686885947127998
+34.42365970981303,63.8221331650915,0.6505930917199443,5.403808853614217,low,clay,35.795306754642965,12.953982552335376,moderate,rice,10.453241536652708,reproductive,12.973705011360671
+36.811570377091854,89.99228629644803,7.181938061180963,5.249032095288186,moderate,loamy,34.012751796849415,42.93919554473022,moderate,rice,18.35916742111075,seedling,21.23375350719595
+20.390994068146227,68.65068541016264,16.96754277345233,8.074154273044464,moderate,loamy,8.313463015300773,35.69287319266027,moderate,maize,3.0963496477179278,vegetative,5.884017590682444
+17.09510397737652,71.6558958037568,7.680491639525799,2.04455088498929,moderate,sandy,35.51536946621577,50.8260110192058,moderate,rice,13.748342637173073,reproductive,17.98616897813939
+27.072360914964968,59.48724861408312,9.23169998124293,7.431955841962708,high,clay,34.678988567312814,58.63709684150413,good,maize,10.763253374906975,seedling,8.454000573401792
+27.85201739048183,51.26937304695179,5.436688480498095,5.9138120839201225,low,loamy,35.13262962507885,53.83050689366056,poor,rice,3.759336804060556,reproductive,5.2501696706087415
+35.72954449874794,78.77717901883236,5.482655176267334,5.014100649970817,moderate,clay,43.13089676070584,45.99620723747448,good,rice,10.951881850794564,seedling,14.200745606343224
+26.094589482058392,59.69593946035417,1.237435217834968,4.724292892588717,moderate,clay,30.95161892088286,31.639170632151465,moderate,rice,9.525116497469648,vegetative,13.016424011716223
+29.27132563860782,89.68140779787151,12.276078512396015,3.3830039625213564,low,clay,47.20553861838662,20.72621310199753,moderate,wheat,6.624471609144164,maturity,9.05190946221374
+28.176773462836454,57.42723445608264,8.961388060906927,4.674016661988825,high,clay,49.10041758335553,43.24366586033323,moderate,rice,4.33945549446029,vegetative,4.958452595890664
+15.955069593934777,34.08001701885464,12.119216149815893,5.131347776882983,moderate,sandy,38.832972431320925,20.07995545030937,moderate,wheat,16.43586138325925,maturity,20.3448403408688
+30.38037241492285,70.95468822540496,10.937738000577056,5.499591355398679,moderate,loamy,21.14067892134337,11.012947496334707,moderate,maize,13.343385638641497,maturity,16.56161674388108
+35.701082144356306,32.79848705554866,15.976891745943496,7.37840510942022,moderate,loamy,11.439428702432306,38.661649059815886,moderate,wheat,13.042307531366896,vegetative,18.67474904620519
+18.937513701895096,45.0300958130822,15.020238246229454,5.628568155384039,moderate,sandy,41.90629635626813,29.70652058851076,good,wheat,18.39826872571594,maturity,19.702687562037564
+29.85829334816489,51.2242951667942,15.429077062757589,8.370274433786804,low,loamy,11.598455117048658,53.800933318466285,good,wheat,3.209042989257228,seedling,3.536767939844729
+29.84026361116036,74.36901513727966,9.98478013883351,7.117903979026996,low,clay,11.57762399118194,42.28900306148198,moderate,maize,12.20488581617284,vegetative,17.383395919966425
+19.10462410140897,59.65415558445677,7.07762702707861,3.5167766359527146,low,sandy,46.35691502560039,42.36250517811208,poor,wheat,19.196700810350528,reproductive,22.36185483911159
+18.0865893432684,31.7187558786154,18.668731810659057,4.217385382164108,moderate,loamy,30.194270343631604,49.39465238181689,good,maize,10.651009652086952,vegetative,13.143349264269968
+39.50129857441212,67.01099107655533,1.085395474331079,2.633993491531084,low,loamy,18.19998379685784,26.7826000568397,poor,maize,11.026118796744836,reproductive,14.556854423683845
+24.84297924132594,54.686174245599744,3.0524261570046063,9.56577403938658,moderate,loamy,48.334274852039655,57.90859758165952,good,rice,4.183139435092723,seedling,2.980878881730036
+20.68554321808823,85.31007059802643,8.391981843532793,9.092403849834133,low,loamy,36.82988082429532,21.0660745732281,poor,wheat,14.968651376224797,reproductive,16.896020237019254
+19.283113611359376,59.97373866841413,12.279153051360224,2.678369803607497,low,clay,29.06800291412778,53.58399484129202,good,maize,15.952743766759232,reproductive,16.552612038143366
+31.69004283958088,72.53850875636033,0.1640074961344328,6.59260812677968,moderate,sandy,19.826611464743657,55.54205008270454,poor,maize,5.363847359826974,reproductive,10.71721163987729
+30.23613243318197,43.13210953977281,14.38645638622284,9.683214550886548,moderate,loamy,35.44774391252038,11.952018843219332,poor,wheat,13.849906885789103,maturity,16.71065507680607
+31.08880307468544,75.6584138718992,11.174530855798295,7.977142319569245,moderate,sandy,37.89028254446211,41.591105181431416,moderate,rice,9.349092984941638,reproductive,13.97110528533921
+17.200150687786305,73.25731862902035,9.694055173538503,5.934497551765381,low,loamy,37.04495811846875,47.47104199999537,moderate,rice,12.601174240216093,vegetative,15.329023159919938
+37.33836458746092,84.24490251247849,8.469900776557363,3.928823911253079,low,clay,13.790194196705627,57.69152023127459,moderate,rice,14.472701078786294,vegetative,19.572124231602327
+24.731659920226207,32.02929850315195,10.38974063481249,4.232296600650365,high,loamy,36.375990663423714,22.568944956905003,moderate,rice,4.712940335812225,reproductive,5.90275406155153
+22.834235160758947,56.85004185704707,3.235714689634952,7.889903637370885,low,clay,31.1651094035818,38.09250877485708,good,maize,8.115917086493614,seedling,8.789236366891862
+26.55903618119348,70.74932416437781,2.1742347855396504,8.244602185950773,moderate,loamy,43.25343088653759,48.6558733886277,good,wheat,17.32178012603309,vegetative,19.37112490863556
+24.751651643690707,35.709834004812905,5.792749575036769,6.229546594811461,moderate,loamy,33.11459604521006,17.41777597138905,good,rice,5.880997373604453,vegetative,8.178515345391462
+36.58942507847865,54.63624402893474,14.190095839706494,2.9675896121336383,low,sandy,11.582450673886944,52.6491064778162,poor,rice,14.052927844286724,reproductive,20.28804717775265
+38.2315243799473,86.52879618397172,11.765757676709928,9.470946989012756,moderate,sandy,19.333972225887763,30.181901570962964,moderate,rice,17.220713029612156,vegetative,24.94570513391741
+22.586330411240155,56.156069453467694,9.602460352380254,8.758101876533878,high,loamy,38.47179493729688,41.98754227334608,moderate,maize,13.62286710052358,maturity,13.301135196844706
+36.59839518649887,89.12428700883788,11.430419317919206,3.1243102322193828,high,clay,38.29828016775978,12.10190494813608,good,wheat,16.348723229046225,maturity,12.964282062715636
+34.53807823832668,33.410343664789174,11.185160260786864,2.4538206690308177,moderate,clay,15.022165524360735,21.14680693753627,poor,rice,11.312956323419568,vegetative,15.559500771357216
+38.270191808619046,73.06978656845348,6.140838509798508,6.286941461997869,moderate,sandy,20.956699261962218,33.909249599639786,poor,maize,18.004807893637437,reproductive,25.0
+21.143757804647198,64.86097417489617,1.9491189448945168,4.273140941836208,moderate,clay,5.689383869393215,24.460477125845767,good,maize,14.51287259555707,vegetative,16.917660149194113
+29.42397875302448,60.03238062792752,17.935647373261013,4.265997675316544,moderate,sandy,19.92670466696782,57.8921626441802,poor,wheat,8.809540825554613,vegetative,16.67212064871326
+21.863614618511114,88.25084408910055,11.998225252478292,2.697772742003294,moderate,loamy,6.185255787208863,49.746625173333385,moderate,wheat,11.837596256720014,vegetative,15.593747937047665
+35.60236226210935,37.77902402946772,13.954959993617033,9.6270866821711,high,sandy,44.279181847463335,53.24399600015817,moderate,maize,13.998146742034972,vegetative,20.538789374452744
+15.133104764276606,83.7599371008548,9.279944487339105,8.641331677278757,low,clay,34.99912599458794,33.315895289323905,good,rice,16.38993949476395,maturity,15.712549976115255
+29.120479072159903,71.47442466819662,15.129611599531252,2.9106767350073346,moderate,sandy,48.61164967149448,33.68210338438925,good,maize,5.865269873223877,vegetative,12.74767407552234
+23.48008578179795,45.53976439797796,11.689945279573344,9.012790141206642,moderate,clay,45.13659081566163,50.25945063575773,moderate,rice,19.836461935631405,vegetative,24.24085062638068
+23.067092676945503,84.1001487379376,1.0760224419438047,7.463648447705096,moderate,loamy,32.156387686391305,29.37663703927076,moderate,maize,5.559204870866476,vegetative,7.29558835995501
+31.122658096622924,55.75769507166079,17.801940707873822,4.603529054628869,low,sandy,27.631789851752785,34.04246515557856,good,maize,12.239955470863638,vegetative,17.598178438817193
+36.28711123284985,78.85363968438425,6.110722935757737,8.970004435321055,low,sandy,44.767602083060325,36.4294866067138,moderate,rice,3.295300044014482,reproductive,8.540214494741068
+30.229884784833157,53.330191022844,2.7578155484267097,6.784177502255667,moderate,clay,18.4286789198063,40.3578838941144,moderate,wheat,10.486594048351412,vegetative,17.341401475124435
+36.32932446616806,81.05584964599446,1.7608201540863155,8.789358754675089,moderate,loamy,15.05832083781049,42.498524571649945,moderate,maize,3.045418069778143,vegetative,7.986083865867574
+21.61492779702575,68.19774710670292,14.408806276842215,5.754143395898019,moderate,loamy,23.450950317167237,44.03758683799271,moderate,wheat,4.193940149243071,reproductive,7.037863859137111
+27.98754636912453,38.46279801502363,14.079367336087197,6.00520832129462,moderate,sandy,7.39390304192864,32.20046307120363,good,wheat,12.316718525949526,reproductive,16.012533486449318
+26.263413476676902,68.97978980817166,14.003242496265411,4.328080235287649,moderate,loamy,18.58873212094955,24.757342754124565,moderate,maize,10.759232890698712,vegetative,15.03623812105685
+15.291122487577406,41.48068576211236,18.31505545363132,5.101541535557666,moderate,clay,8.76561470100683,56.00770694877244,moderate,wheat,4.076358548676086,seedling,5.250632532798681
+28.920303578518503,54.71535767364976,6.97886043995303,6.542016553025771,low,sandy,7.369742166892864,51.3360848844138,good,rice,18.831052149181417,reproductive,22.15676681953841
+31.538108103654373,40.21773505512202,11.222661127178464,9.576473789668938,low,sandy,29.81029171223968,10.171869658403429,poor,wheat,8.954255114544566,seedling,13.793713109528207
+29.79786011047675,31.32096694002712,12.38991165988699,6.800942079745078,high,loamy,36.867434627128986,35.6461710496508,good,rice,15.627948614185664,reproductive,14.793137787917818
+33.406997469585534,42.71319236699745,19.58963657132925,3.1790255342431486,moderate,loamy,29.1503534192661,23.7301522932826,good,rice,19.363351908618423,reproductive,19.996175133367803
+29.28348821132693,62.18232142344755,6.246922874371837,2.055969483811894,low,clay,8.175981945458386,42.13644944650119,moderate,rice,18.45190451206321,reproductive,20.903381868908795
+16.668756371268923,58.89365806664076,19.12662399807881,8.807902844069439,low,loamy,22.773620785884027,35.13199176873715,moderate,rice,14.603710306055962,reproductive,15.250150208251236
+17.911138102117786,60.08982573216382,2.9746866616476275,4.914603386929224,moderate,sandy,9.99281459261611,11.058323438283995,poor,rice,3.308720411519463,seedling,8.325999901330691
+29.91186443859881,44.86121270679608,15.28002912055684,4.519727517118663,moderate,clay,34.252864023051735,46.38862641204264,moderate,rice,13.897165731612027,vegetative,17.628622191137026
+21.874479799341003,71.10967203685118,12.657718000408256,8.405848983539055,high,loamy,42.18829110067696,23.769338445916983,moderate,maize,4.419737915224198,seedling,3.79318720964056
+16.991128225869147,72.25579720922075,16.33792074543975,9.562914392718683,moderate,loamy,10.251757517379025,23.011825956685257,moderate,rice,10.261964680097751,vegetative,12.94837044453311
+25.740068586213667,51.478069533579934,0.5737114727969428,7.984360706815651,low,clay,8.008374447748174,11.596305871208909,poor,wheat,18.53768796858862,seedling,20.234717104978277
+28.858064952091382,82.87020530845047,1.5626208587811163,3.3907785032914584,moderate,loamy,23.267837369131747,51.4168082791998,moderate,maize,5.028790621240846,vegetative,9.888623745633325
+23.21864970874017,68.64139299813287,1.393915591382917,5.131026348728338,low,loamy,18.656315443251373,38.94197553087615,moderate,wheat,14.988402537669094,reproductive,14.883610065767034
+33.010842555644444,72.7823565155179,11.859189109945756,8.075188419477925,moderate,sandy,16.73104328592412,34.2421358475295,moderate,wheat,7.821761576212343,vegetative,13.511323741424526
+31.094265202531115,46.64039507633636,12.05872135151076,9.255406517364587,low,sandy,14.51282611792316,43.79064037321253,good,wheat,5.748213450119487,vegetative,11.569373696870109
+23.3204590272918,30.036698109335223,18.122097787099523,9.98880051159728,moderate,sandy,19.26162574886846,27.268504329929517,good,rice,7.084186065069886,vegetative,14.548681961834989
+33.87181322271401,81.92253672612657,9.3520702903689,6.092487257105486,high,loamy,48.44184963733145,38.47372394935946,good,rice,9.90319538945123,vegetative,11.326028959373144
+31.217376063325887,79.34546307478851,1.3609811000992789,8.580198546735598,moderate,clay,43.59519250166643,22.463670403012813,poor,maize,16.691612691368466,seedling,20.47676204437096
+30.936134467947557,37.39151328256981,4.190588032450309,2.3730531422190726,low,sandy,32.06106902088287,13.14775719304971,moderate,wheat,11.757624938944552,vegetative,20.54934501123737
+28.8356925196767,52.44630809737839,0.1614618963568581,4.286597998039744,moderate,clay,41.02135522534691,38.06716759969412,poor,maize,8.952862460701434,reproductive,9.906312897539731
+15.28474170221382,69.68035850331495,15.5342905025681,4.972107226779914,moderate,clay,5.66309919888269,21.05958598858692,moderate,rice,5.991994913799546,reproductive,6.806979863381046
+32.41267958692222,69.1266514331237,16.31198873761549,9.804190762255152,high,loamy,10.015489342449795,47.50210904876906,good,rice,7.314399259972991,seedling,5.487462018003805
+24.401044777728917,81.62102008851339,19.95880832568272,2.0271491857188844,high,loamy,18.16076957287449,32.59215796285832,poor,wheat,19.077114025950014,seedling,17.664031425915116
+38.56524275396639,38.41608969812572,8.243888981061886,4.464165902100745,low,sandy,33.97545499155788,22.5199239773614,moderate,maize,6.765258520825936,reproductive,11.545575630279409
+35.449619276930136,55.79638486710713,0.3859675080318503,9.44329807690323,high,clay,44.7536294422092,40.41729339707727,poor,wheat,8.541369616988497,vegetative,10.598786760713066
+29.69236173828281,35.83346507558549,4.694597629807444,4.45342588035209,low,sandy,15.401307131915614,15.831039411860022,moderate,maize,11.299004615865996,vegetative,19.38957931012005
+21.30454954548173,53.37571490631769,11.755377353265915,3.800534126516615,low,loamy,11.264110546303291,48.07119403117376,good,wheat,10.683800597562552,reproductive,11.422743656656484
+20.092934831941665,30.906446735262264,19.238859341054727,7.840708091487868,low,loamy,43.15637090453322,32.60889781466039,moderate,maize,8.202255095848123,vegetative,12.252658818324123
+23.509620941938728,83.89638390660761,2.0715710294158862,7.962711143998923,low,loamy,23.411103989956835,50.63228141503383,moderate,rice,3.272791517108436,vegetative,5.9057526585554445
+26.914198589500465,61.62263980972087,2.431460403214856,5.777423061180068,high,sandy,36.477879807714615,16.90481850207474,moderate,rice,17.010770183562784,vegetative,21.641843652244667
+22.40163775097368,80.98813564814122,14.03517970557886,9.575339758923388,moderate,clay,29.66129231426526,29.12711383334625,good,maize,4.307292726626061,vegetative,5.216419372885039
+27.87323738481207,33.59428206020183,13.34414110043099,3.621656636334735,moderate,loamy,12.916013128213542,19.001484305507677,good,maize,16.42892712259828,maturity,18.729493092795057
+19.134260637829648,43.64748662837524,5.010127106236661,9.30732667183678,high,loamy,36.52588929204636,13.059778465994384,poor,rice,8.221718121235021,reproductive,8.335020226186389
+39.442820320637495,45.562799713270834,16.262895820290378,8.044064612202366,moderate,loamy,23.935018376484607,57.76738188983585,moderate,rice,18.49140441872845,vegetative,22.41470147600282
+17.698113874124846,53.201489678327285,2.575575109549264,4.945666726832379,low,sandy,17.948684217678288,46.332427647194976,moderate,wheat,11.451464186709776,maturity,15.970221854018526
+38.2986034913593,78.17198234385276,18.5148368955352,8.455268957786991,moderate,sandy,45.62142282834144,26.28026387441205,good,rice,3.1975132787154084,seedling,6.670033668134244
+37.83945028506737,53.19347242388956,4.020638606648427,3.065617411310031,high,clay,5.269362002623421,22.30751850429943,poor,rice,11.806099207145476,vegetative,15.438265757217213
+28.13401204548745,42.27921177877962,1.6270474544601,3.0478599455458184,high,clay,23.219137939313672,20.216095852048323,good,rice,18.463293890329084,maturity,18.107619418111867
+33.122756795902106,33.8994156203261,6.7904417294770925,9.439497625979246,moderate,sandy,18.52303974452128,12.150522647318514,moderate,wheat,3.670544870770031,reproductive,6.721110529661968
+25.901207449314697,34.76950490116125,3.756825770690899,2.7582440627632936,high,clay,7.451577089902434,15.133467990907414,moderate,rice,10.785110257329483,vegetative,15.264596724477787
+30.750864438560956,75.60283235765864,10.538824500720658,2.0326368547952374,high,loamy,8.61904713512525,15.145358373368358,moderate,rice,14.892838928554731,reproductive,16.319565434379456
+23.51439843552797,56.68817946219798,13.73693074743452,5.112243932679216,low,loamy,12.752910226109435,43.31324897654804,poor,rice,4.124562916225066,vegetative,7.13310156275855
+22.528975494636136,73.57086732000091,9.818431569565824,2.830807795457022,moderate,sandy,27.72498770010016,39.73538122827158,good,maize,6.970923488535073,vegetative,11.94450369006782
+29.45574465423784,70.93722730582185,13.212146636219552,8.904291945954007,low,loamy,17.71895990306384,38.40966951518031,moderate,rice,3.587070009501627,reproductive,6.563988362704513
+27.45324185459951,38.12174770561547,7.298410287999689,9.381548107543464,moderate,clay,42.703655539806384,46.72315048029753,good,wheat,12.467065882522292,vegetative,13.316085466566308
+29.488409228749525,38.573276051536034,0.5584519447727998,5.859410914851302,high,clay,15.79891552701588,22.558612798701816,good,rice,16.851628270879992,reproductive,16.32780003697473
+22.166514532175576,75.32052092604803,19.481282484502984,5.403772264080295,moderate,loamy,37.40995393051596,27.123750452315303,moderate,rice,9.061369687197669,vegetative,12.998431646902764
+24.17394579542488,73.27609760912503,16.388270090799907,6.312314215552735,moderate,sandy,14.46695044548408,16.335083881857418,moderate,rice,4.894755048551766,vegetative,12.469691417972056
+17.09744901572273,52.68184601245862,1.4683764816925615,3.8095569987598896,high,clay,6.914865324840996,39.38554320319059,moderate,rice,11.93897528128184,vegetative,12.18701614006918
+16.306909306805142,34.645335799970404,8.983527923126688,4.383726891362688,low,loamy,16.907977637338398,56.64527796518868,good,wheat,17.729347712149757,maturity,17.811037087108623
+21.33642824182541,30.725881301907133,12.700381401437491,2.8078173638720383,low,clay,42.69058365398494,53.15689165126622,good,wheat,13.004134127786244,reproductive,14.29440768013688
+16.856171483263644,47.289416967704696,3.811885411452758,5.571600728890907,low,loamy,8.701301447342619,37.749940569512844,moderate,rice,6.704021306076509,reproductive,6.967614735543103
+17.59436771586852,30.553336415233616,11.55977222725543,6.893532980269274,moderate,loamy,20.502304827699497,42.23038652500768,moderate,rice,6.693947805686147,maturity,8.788485065669414
+35.32321013484842,43.804357266222205,10.67297236235374,9.441789875132816,high,sandy,5.360756669918563,59.615448724906,moderate,rice,8.807315060306964,seedling,11.943378387948874
+15.971842425417233,55.17004441268031,4.165303770694095,7.912585365014066,moderate,sandy,33.36100565818165,35.867736081664155,good,maize,4.426901670429846,seedling,6.431795802791219
+31.47356984836857,37.284945918717256,2.824206185549065,7.784509868425493,high,clay,47.42419031269388,53.52941060339157,good,wheat,12.211675864651854,vegetative,11.74835443559673
+21.81394372038501,36.25666546989277,15.179245792372749,4.463991696752817,moderate,clay,22.296477934687864,35.03286312015569,moderate,maize,19.525011127554937,vegetative,20.90207604145117
+36.78864201770316,83.7862461431242,6.451728922992674,9.106346380080357,moderate,sandy,30.961306974868613,12.39341947601624,good,rice,16.661290236804838,seedling,21.838112425089214
+27.124807114437488,65.12820174137335,4.880810676844867,9.57564557343998,moderate,sandy,25.352802797399704,56.73307210264398,good,maize,12.292095747262945,maturity,16.92843282023256
+22.639411483195644,86.0673412057669,14.757567056119774,9.458103492336296,high,loamy,48.79988329499075,15.59401391076106,moderate,wheat,18.648142017421797,reproductive,18.465288113771106
+27.94097339223586,50.74956982714075,14.72137384045964,2.3104242121950804,low,clay,38.11993977452039,45.2094004563054,moderate,wheat,12.813186609024386,seedling,14.055429336600325
+24.54895047613172,70.62869623974979,5.528033126724584,6.834805090432172,low,sandy,6.99003507585785,21.897947602905223,good,wheat,16.584169085856622,vegetative,22.616368631003542
+29.107526616745755,42.28150047730743,17.451369225037073,7.14580084580236,low,loamy,9.892609971481193,55.05183486456764,good,rice,6.138457354846498,maturity,7.363684986019899
+17.863321708158708,67.10041903679647,13.765003301446848,4.360521281732028,high,loamy,26.17163744275961,20.024441773031384,moderate,rice,6.274403164205515,vegetative,7.900761245679435
+39.924762570313774,37.77514380059907,6.915284356430762,9.939297465263438,high,clay,33.428566817437655,17.00371931406409,moderate,wheat,17.74576734577883,vegetative,21.77518749765716
+25.638896942417936,30.124838350577143,8.549793003693178,4.329499670548471,moderate,loamy,18.06781499789983,31.93564789311657,moderate,wheat,6.927262215859363,vegetative,10.534030856925732
+23.705765992684217,85.89190808457474,14.534193718612356,3.732893265448446,high,clay,35.35901193417315,34.83403826515193,moderate,rice,12.423794290415646,seedling,12.033587532564695
+32.75524620790662,63.29366257051256,4.23167665790984,5.873165203545534,moderate,loamy,30.94364282798936,50.94637424678509,good,maize,6.6248020250615305,seedling,7.401043062551169
+24.09748516238331,85.61643976692237,9.375215849504482,4.585179038162748,moderate,clay,24.579166006591446,48.12013782095576,poor,maize,13.31550051714943,reproductive,15.002700208043745
+35.83185762571894,50.02989142212432,13.071166845161992,9.392235678959556,high,sandy,31.20336616195015,26.413440689470978,good,wheat,10.754830597146013,vegetative,16.09546434910801
+26.35676810901063,49.66716414970541,10.789970960174264,5.520613850518182,moderate,sandy,46.240858829831,29.24749063525995,moderate,maize,16.900118839343527,vegetative,23.436139998236293
+32.98896033163587,54.0393001063819,12.166566918089863,5.281196437380667,moderate,sandy,15.944186243285252,38.83351807952431,poor,wheat,16.084155131938758,seedling,22.58057775658776
+17.686330411047162,72.3624590374901,10.924249989535593,7.006897040868001,low,clay,40.604537013630285,37.578801276013394,moderate,maize,7.0111176562787145,vegetative,10.110179199515349
+36.1529796388778,63.94851805117045,3.984548875800402,2.648917370008987,low,clay,5.538072032579668,53.10232986749736,poor,maize,11.70537214142022,reproductive,14.538841005312593
+33.39294966945275,85.52129442594708,8.204106899452428,8.053863574532174,moderate,sandy,8.815924659928578,33.623689627807785,good,rice,19.67156998851881,vegetative,25.0
+20.292919461549143,31.52645406794636,10.639709909550914,8.147190574438971,low,loamy,47.73584875193201,54.67545036991445,moderate,wheat,11.888566094730413,seedling,14.347297465284385
+18.632150243644663,72.49175627835218,15.601254846918922,5.7922066778213415,moderate,loamy,36.39778991791094,20.25358379866738,good,rice,10.455479481864266,vegetative,11.917418608466322
+22.90730871814061,49.819661361993255,13.078084743390852,9.645583528003426,moderate,clay,33.49927439363995,53.38128771820155,moderate,maize,3.7463341793318503,vegetative,7.42735005747417
+39.40176465079761,40.81401910910767,8.531818903718696,6.634712886365982,moderate,loamy,20.03248704980233,25.214630287299677,moderate,maize,12.834583905034252,vegetative,19.975824080591487
+21.420789364176464,60.62373735120594,19.48799664318291,7.5618916339599265,moderate,loamy,13.2951730962549,49.46288281648633,moderate,wheat,19.05317885893061,reproductive,21.42169681362569
+26.40318022366583,60.30382705079976,2.1559104335945034,9.39475964402481,high,sandy,22.096223263442443,38.26936944097433,poor,wheat,18.41630554540923,maturity,22.63956799352922
+15.750505642933408,38.2206617213057,4.136097371099368,7.330762747398339,low,loamy,31.927558680952785,53.7780933538394,good,wheat,15.081445860391796,reproductive,16.41505526120253
+24.930688239155813,42.11376336797339,6.826252200633281,5.454608061804377,moderate,loamy,33.5471833115176,21.56268826627806,good,maize,8.770814397172053,seedling,9.595150624794751
+29.28300038582757,54.48987989409329,4.571441539758203,2.1981694050651868,high,sandy,12.629779918777912,45.07494967986962,poor,rice,15.54443228525192,reproductive,21.29068465156684
+38.828115312699126,54.52868474353892,12.508839936120228,7.826394525054475,low,sandy,25.04758641117345,52.447984780274574,good,rice,12.417756684105813,seedling,17.742678089570322
+27.91840112350161,49.05348837718108,0.791014586725105,9.718928092808362,low,sandy,30.50413112657953,48.8345243528902,moderate,wheat,12.418853480764446,vegetative,18.40030346068503
+35.47768315444219,38.91270909059885,3.5487356854683183,5.761880988287951,moderate,sandy,48.19823642452632,38.29996688247567,poor,maize,16.928482615930076,maturity,22.56535617106488
+28.678191064222517,30.262420746058773,5.866944753172088,4.718149102306113,moderate,loamy,29.724039706345756,43.76996025333847,good,maize,7.030128108989459,maturity,6.490492818178909
+16.01962533588795,88.21410374568123,13.66691550158633,6.154075411310227,low,loamy,31.126973454844663,19.825855053269805,moderate,wheat,12.8687060353358,reproductive,14.754315949793776
+22.87520687974435,86.60995378223562,17.51729765162256,7.827497645477274,moderate,sandy,39.433490812906825,20.82318309597286,moderate,rice,13.230917272176752,vegetative,19.87185450056768
+29.388737695777586,59.01902275056811,15.969835411061087,2.0055237958563943,moderate,loamy,23.851037558801213,23.36452623346393,poor,maize,18.73568987812485,reproductive,20.59113692852849
+38.76484914827811,89.70310519650035,3.6416186650050975,9.09769378185483,moderate,sandy,22.27405284976289,51.40068469473473,moderate,wheat,3.4103924391408063,seedling,9.570006108331809
+36.478258993780834,70.4192598469346,11.308115168821384,9.090902877426576,moderate,clay,31.590914379480854,18.37198229198972,poor,rice,11.140146217989788,maturity,13.900393800616923
+20.70889035447119,34.13145225645249,0.6004529068937448,6.330383468869671,moderate,clay,40.2488514763061,24.94613106287726,poor,wheat,7.474497946040879,vegetative,10.333229875939374
+20.50274575047909,37.06309194495764,6.210735507057223,2.979030129404864,moderate,sandy,33.69117723573713,56.02171159677936,moderate,wheat,17.227106804224626,vegetative,25.0
+20.02932417784752,84.96665063217827,16.119675896566534,7.37444635690897,moderate,clay,13.3759017298046,47.76176954991516,moderate,rice,8.133988827801915,vegetative,11.437981122015206
+38.06247240756258,67.80313212897771,9.133314274866793,3.102765303706507,moderate,loamy,22.89651263157821,46.65628462801216,moderate,rice,7.756968419353289,vegetative,12.972814929935408
+36.31665382754302,80.59101759944107,2.9988264455166918,6.060377211461446,moderate,sandy,28.066855924812668,32.757071744109766,poor,rice,14.495568106862784,vegetative,22.223652586190155
+34.37208580632372,83.89617897803066,8.771067629766254,2.749039775848936,high,loamy,28.568497310738703,45.11807788202525,moderate,maize,7.818333370712279,vegetative,9.248501882203971
+24.81837785560569,56.876520676943166,3.9606585092445656,6.71252270638001,moderate,sandy,20.281781252695925,38.28639128200031,poor,wheat,9.846401871200358,reproductive,13.021925413872578
+27.60951760746917,32.911557094601584,7.863829157279256,4.544554600943899,moderate,clay,28.50865890030852,13.573230936567906,good,maize,3.5568005311901945,reproductive,5.7519389511739805
+26.608293619878825,41.29682093383932,9.756669454956867,8.647931317900023,low,loamy,35.28389263808053,38.82630697516831,good,maize,9.059768514281872,vegetative,11.344686021807153
+21.33495268898432,33.994316838146105,6.991162250220569,8.399569009667317,high,sandy,26.0587720928876,32.61236399213833,good,maize,14.955047978418357,seedling,14.022367973257252
+27.625701153719174,41.32439074191044,18.73937900867722,9.987791003795529,moderate,loamy,25.31063136390008,15.698138151700793,moderate,rice,12.389687669940225,vegetative,15.26742166502779
+15.76241369631886,54.631975587352606,11.25060595112764,4.060025397634918,moderate,clay,41.071227109226754,27.213250757492137,good,wheat,5.415973224049678,seedling,5.541895540934944
+18.29525933743648,37.09180863089912,16.857853478937933,2.4944087422366428,moderate,clay,39.05771126943308,54.739868760669296,good,wheat,16.94451347100906,reproductive,17.596876074466405
+37.16473990422366,40.0039948683206,15.214570941111605,5.544026121190758,low,sandy,24.00822289292265,50.18512406703498,moderate,maize,8.693358018063645,seedling,14.551382643474184
+33.79199417578558,56.749306924300754,13.22332618535553,2.6672266797325666,moderate,loamy,49.82060039202993,55.6951631004052,poor,maize,17.92596433744113,vegetative,23.867235029231036
+25.571710226477176,50.41025702330937,9.937774966051643,3.427997720526105,low,clay,7.991194431539049,45.853987459064285,moderate,rice,17.31796371686655,seedling,17.971372031457786
+27.928759057096933,58.05948745128246,0.04347567563175,6.778401130892419,moderate,clay,19.669808160817244,41.627683104879466,poor,maize,5.4853812860742295,reproductive,9.299120524046078
+24.24997214899944,55.75032166554372,12.269352011041676,6.737046810754388,moderate,loamy,6.657372699500246,16.961881239215558,moderate,rice,18.462889949664586,maturity,18.668016705312144
+33.51949667901681,68.66868155879301,7.1191490600499545,2.346619821837523,low,loamy,42.77612220748833,15.360481801989126,good,maize,4.297698981009846,seedling,6.000241813505655
+34.60467948080199,86.23137293255127,2.355243336026376,5.543238011346229,low,clay,39.00336018355412,22.33767229320591,good,wheat,10.040410184661692,vegetative,13.383689104288248
+34.08212975507898,36.47186030665455,8.892525272241553,6.241749542937933,moderate,loamy,35.76544708911749,25.709858843823667,moderate,rice,5.863687969225747,reproductive,9.731425183963482
+33.06529312086124,35.95560895855169,14.711066445666097,4.144193902559893,moderate,loamy,14.651250045444096,40.35177540192471,moderate,wheat,5.0091943794663285,vegetative,8.193093604067617
+20.11260846731989,81.16836666545412,19.23355589397408,8.976345455003951,low,sandy,36.847348174940855,53.86545403255938,good,maize,4.93337020296526,vegetative,9.358649055475734
+23.449249481011968,60.383802279147545,7.48209782244164,3.288789181171375,moderate,clay,20.98902908591326,54.5365300249517,poor,wheat,3.005934804479753,vegetative,7.795835944188724
+26.74613587459187,75.98430141410654,10.854465974099536,4.031214440049715,moderate,sandy,44.08562758156846,44.11783405337626,good,rice,16.461503570756257,vegetative,20.787921861966517
+23.26982478569139,42.92531421643689,17.0248876672717,3.255955320262024,moderate,loamy,13.977574020224743,38.69569840760602,poor,maize,7.452026349945124,vegetative,12.78346377998264
+33.87350500395823,79.73175439005311,6.679988399000296,2.9323730709644646,low,sandy,14.802834293170337,22.219430945536345,moderate,wheat,3.1565564028479387,seedling,6.754192143792346
+23.233838106248868,85.43079745156176,2.8451448994163075,9.031833472057007,low,clay,48.22638306552307,56.89722499937852,good,wheat,6.776431443092889,maturity,5.038222924982771
+18.45580216963343,68.12898093278929,5.637636624653782,4.222873320559855,high,loamy,28.2659066491847,43.555641426345126,moderate,maize,3.96037237135542,maturity,2.258715723117267
+24.976011301207603,36.352741288428135,17.982456596167758,7.78019215574285,high,loamy,25.087358292349094,36.67285969400169,moderate,wheat,3.7698851527464696,reproductive,4.542549386198316
+39.49786081955951,83.71768884938032,3.187862169236755,5.423858877801998,moderate,clay,20.828691674461133,15.197819009412486,moderate,wheat,16.50587656591312,reproductive,21.02792455450278
+20.647035323339395,77.54926364220428,6.584421220135641,7.086987845871335,moderate,loamy,42.40456343625856,51.29416549932692,moderate,maize,3.221343771554266,reproductive,3.835915237613094
+30.30396647358073,75.05266659086939,9.292806210006813,9.425409569377674,moderate,loamy,20.871839642634185,27.449620173281392,poor,maize,17.701629767794003,reproductive,20.203176558480557
+25.82432624599266,32.203691334354936,16.9422644698184,8.756862936345996,low,loamy,21.027063678630864,55.02933462413317,moderate,maize,6.434984260635963,reproductive,9.94770974772524
+16.775614191233167,77.93775151541827,18.754265673059493,2.551891139361903,high,loamy,10.550036782569588,18.420743126048123,good,rice,19.192704035164443,seedling,17.201550522702284
+27.196915149951487,38.277060628101424,8.516206192665097,8.761620282233743,low,loamy,28.432687297336248,12.429751789197958,poor,maize,15.87759371214118,reproductive,20.3469531827276
+32.55410821620781,43.3431705718133,18.639080967070317,5.614588122245577,moderate,loamy,46.5687495957474,31.736404486358392,poor,wheat,7.168099053682455,reproductive,9.346210218685997
+27.83049939569547,64.62809009215545,3.229181897155091,4.801165815039083,moderate,loamy,48.08926532113969,13.915160431143017,moderate,wheat,7.974762882168156,reproductive,11.3930464902497
+36.80265159366453,45.89884637501298,3.137045837927408,7.379103403693027,moderate,loamy,49.79819938822285,13.090148249445734,moderate,maize,7.637108011407334,reproductive,10.101323301308662
+22.223425416439568,69.68089237871519,18.98501639269596,9.601662984793984,moderate,loamy,26.28817423890075,45.68661279754413,poor,rice,6.739029193934931,vegetative,10.615239389238752
+17.156229282599124,66.4842268619449,10.193602670566625,2.7530839807050995,moderate,clay,39.87266375226224,22.86878274927301,moderate,wheat,7.180361092885686,vegetative,10.312357586479065
+38.41414029145015,36.48897588079576,3.718156707079079,8.144616242001913,low,clay,29.864062952842325,41.94253553418385,moderate,rice,13.210207032659063,reproductive,17.041507081363086
+24.454908738205475,69.36087477549037,9.759807411511236,3.6280642460636434,low,sandy,29.65809858147473,38.5416322457685,good,maize,14.139014871993918,seedling,16.281849417900492
+29.410138786340838,85.43729458949579,15.66422310758103,5.041088982615991,high,sandy,41.28084098215133,17.03763676673893,moderate,wheat,6.594658696984286,seedling,9.138697741081902
+34.8000781532549,39.66659431114999,16.538407314470472,8.990584130105999,moderate,loamy,42.59110904137496,29.288951941128506,good,rice,17.410664628999797,maturity,18.054061397975183
+23.107841596889514,65.82372125657324,17.279385132984846,6.366393472098715,high,clay,5.890696448738375,13.30319430839772,good,maize,16.047590129821362,reproductive,13.564951071968231
+32.90411345444028,50.51192231620165,11.391418061748372,2.53965318360341,moderate,loamy,47.42554344074915,31.083664887597003,moderate,maize,11.316406574123176,seedling,14.007279399943906
+18.3854712454457,57.57670030641624,17.338920287357606,6.064388401093907,moderate,loamy,42.0342589222829,19.11810453519889,moderate,rice,5.524178980426021,seedling,5.79413578841071
+22.282343680137632,47.22001074473819,10.200604176065092,8.317135213131394,moderate,clay,37.44989439327685,14.815464889670046,good,rice,9.777767787432555,vegetative,11.297993057519223
+18.617765903413,51.24783818086172,12.141198047821549,6.231044702124747,low,sandy,43.34145677245564,25.849261477712503,good,rice,9.534709956356728,maturity,12.96813917190864
+35.280763960033944,31.73470939599344,15.174396045432903,3.3351139118324182,moderate,loamy,29.176846608614323,10.170962665343122,moderate,maize,18.31797473119293,maturity,21.851142048656925
+20.56623088066964,88.89310427503324,8.50870585421017,5.560328600460255,high,sandy,39.79685845953888,47.888450971766765,moderate,rice,17.676108763494184,vegetative,23.547917528657045
+32.935088885130256,67.4879953243649,1.4716297427754954,9.394762944317192,high,loamy,31.93920519152944,17.90918556306273,moderate,maize,3.6144584286308143,vegetative,6.376917230145295
+38.58245993114132,60.04233542963312,7.003327137153952,7.265631920752904,moderate,clay,29.431882579280668,41.29183642522267,good,maize,3.092130404277289,vegetative,8.60599552955673
+28.194305226721923,53.0229209700196,12.478884335919208,7.839092052068715,moderate,loamy,14.522347504422855,51.62911113988902,moderate,maize,16.14055934321304,reproductive,16.917499985279154
+28.500729806517192,62.36247352944166,3.846647392789537,8.287492059595603,high,clay,43.133676333573895,55.861914008350745,good,rice,4.903661762532051,vegetative,3.758942260941319
+26.5258392024453,52.80635992294824,2.967707269992801,2.7255473935466785,moderate,sandy,44.77419574772863,37.87873830306489,good,maize,6.412542881792545,seedling,9.67122590521399
+23.147253584841067,51.59447564962039,5.861610891828752,6.652292474159711,high,sandy,48.70366810044362,49.41419128298193,moderate,wheat,19.08409613823586,reproductive,21.42980264298279
+26.891375773122927,57.83679250332079,0.6422292455564271,5.007321545482465,moderate,loamy,10.419739967102752,32.73858665980851,moderate,wheat,9.138280967504215,vegetative,12.481273565741724
+30.070188306668985,46.55898202027145,14.868457961738397,3.113273309376777,high,clay,18.12083875087562,34.50903882125161,poor,rice,17.267886367579496,seedling,17.383856860319458
+39.64978930426648,40.802993998007125,5.174312043766776,3.621676466432191,low,clay,35.84325558028769,37.33860948965325,moderate,wheat,5.799170318009306,reproductive,10.095667936075904
+38.444113982955606,63.39635389081761,2.4847679327319905,8.249283789797875,moderate,clay,43.48532072841492,43.506851790877775,moderate,wheat,14.562466588065597,reproductive,17.337599084821242
+36.55382395732805,80.56592616901807,13.982588319268704,3.2919128423181823,low,loamy,38.80868789019918,43.49586945088023,poor,wheat,13.663211101727278,reproductive,17.204960646422535
+37.22826339262146,39.16969066355354,16.858560250865757,4.499348857773755,moderate,loamy,25.50164448118208,49.26889619621191,poor,rice,15.503109459562925,reproductive,20.075064002456305
+26.696229582301072,31.96406043625312,0.397511917235569,4.278986706104652,moderate,clay,37.66898294898147,40.84719923056288,moderate,wheat,7.960306709786846,vegetative,13.06564453525447
+31.43610817943662,44.80870470924216,4.671995414824497,2.389042911316541,low,loamy,8.24562079238455,54.13170847051998,good,rice,5.328704743966171,reproductive,6.310826716545361
+37.37666807340536,88.78323860722864,18.904646497391667,5.6972675939148685,moderate,sandy,34.81423013382138,45.461803553982186,moderate,rice,4.296485028104751,vegetative,11.718588352044266
+24.823769124783823,79.72548442460035,7.705082718655505,8.12743873735367,low,loamy,5.36057875891275,56.447633600138296,moderate,rice,14.581580556243262,vegetative,19.571404037984504
+39.04406195863672,65.7519632117158,18.771841267638624,2.1772210619911974,low,clay,7.13969468314272,47.52183888026191,moderate,maize,14.268590225865228,vegetative,21.1826630965882
+25.394651551729574,85.75493491458815,5.484250767413547,2.900411603839169,low,loamy,39.07830011626864,46.935217262476215,moderate,wheat,3.2976532455968925,vegetative,7.290955366675363
+30.02706663483039,56.71674701023468,4.36135271143864,7.761493436780543,moderate,sandy,26.493217047888475,53.01986005343031,good,maize,13.187912732575258,seedling,17.930338364003042
+32.745117831809296,88.99683615451043,4.282168234559918,6.748647925383309,low,loamy,7.67979428392001,42.79050847810748,moderate,rice,5.462648516335393,vegetative,10.467379418923256
+38.76480032689846,47.77812270715704,1.7045732084987653,7.721980912389456,low,sandy,26.68375374201552,18.978765941631277,moderate,rice,3.6749191585070777,vegetative,11.422933326309089
+21.11540685130665,44.41834497095634,17.928645770182513,3.840831639017108,low,loamy,7.823944871173931,14.148416759955554,good,maize,11.799526640382313,reproductive,12.085267721064298
+33.653274455966056,68.28289206882066,19.596700452658023,8.43015026637924,low,sandy,20.57145094452669,25.79130628180178,moderate,wheat,6.840291932679898,vegetative,14.883077181787964
+28.02038965360205,52.68923807702163,19.09017614543276,5.8389684808822135,low,sandy,12.081767248900992,50.719693479573245,good,rice,12.151007269440605,maturity,17.297493630816955
+21.713928515516027,67.58193251857547,17.04056279654548,6.882415793430857,moderate,clay,14.871760942635136,11.085392817842934,moderate,wheat,15.191340617980874,reproductive,16.535327061748337
+34.415170994909765,48.299731098161146,16.937758153019505,2.73722733760669,moderate,loamy,13.80225218824016,17.50198065732436,moderate,rice,18.7392710379048,reproductive,20.518666228686747
+28.805557004346163,67.07509541027946,13.221709343379754,3.6402526668785695,high,clay,21.729556623006136,15.305790269556088,poor,rice,8.808224709517193,reproductive,8.871410251668442
+31.52434551624189,46.54477563510218,16.52427423901227,8.186863052882465,low,sandy,9.855874252992756,11.858748475185246,good,wheat,10.184514088304326,seedling,14.187283999764304
+23.072526714447527,33.0583241291334,4.166847286860955,3.791267529510228,high,loamy,28.74814024730085,50.51419186231394,moderate,wheat,5.781426603311342,reproductive,5.007196261981607
+27.031848795690124,84.728154115391,7.758252607742571,2.7402386201716693,moderate,clay,23.319545618919264,23.979292130062326,moderate,wheat,15.266281315414636,seedling,18.13605891112816
+30.433856274701675,82.99231211240773,12.816725865894956,6.777626258016802,moderate,sandy,42.79392695390304,46.446302428930366,good,rice,16.99133711196613,vegetative,23.7969451243036
+25.122770356746106,88.24788895636031,17.495426651231927,6.383492129293862,moderate,clay,42.166629152171296,17.09560554628601,moderate,wheat,14.970396829787363,vegetative,16.10192256488653
+19.95931349619253,72.99163057328428,13.209389247375674,6.863151431866344,low,loamy,42.09250020083252,30.44668654571888,moderate,maize,10.526707019160584,vegetative,15.067447416698563
+39.0410123078826,70.96327066411817,16.78043916668412,6.94644397090473,moderate,loamy,26.133767426062803,15.823280050425172,moderate,maize,12.52172460103292,vegetative,18.01711433604309
+27.786688501065434,63.54018420448985,9.47899031698595,6.00157876691603,moderate,loamy,18.085487394931736,10.124020359276829,good,wheat,6.739416569948926,maturity,7.488261337407938
+33.34800925719252,37.55654498115136,14.346074754100886,5.950191364549246,high,loamy,23.693057334485022,40.6581117837995,moderate,maize,15.501675459029167,reproductive,16.96303397369404
+25.27617983890145,41.3541186569562,19.599616127501733,9.3933245223157,high,loamy,35.93172824081191,34.04909643998096,moderate,wheat,14.242892030760531,vegetative,14.613598211460728
+23.878294100642908,47.36818132035217,3.0697711425951546,6.271053799037922,moderate,loamy,28.84038604170868,30.831812566552944,moderate,wheat,18.72261694777954,vegetative,22.16092634382957
+25.179107461678125,83.40938175440365,18.5384138463178,6.93840161931087,moderate,sandy,33.09368472806583,13.932978162585638,moderate,maize,12.650083937513385,seedling,18.017043760534825
+25.229916094641247,40.378171476184505,10.447278956838057,4.135755135509957,moderate,loamy,36.21729823772293,39.41024112593063,moderate,rice,15.738056313850292,reproductive,18.397003007049037
+28.60450289854884,85.37239046927344,12.86436061460116,8.968745606417528,high,loamy,46.32634827241537,49.00005180245294,moderate,maize,11.510835433873613,vegetative,13.177581080396248
+28.58674674953408,61.36714398308503,17.557380138210256,2.1949447412733054,moderate,clay,47.47891248274245,13.36222366414516,moderate,rice,17.199057671683008,reproductive,19.49893313161539
+27.42884539707179,72.93417812838433,8.19308345104634,6.457814098382196,low,loamy,42.821149933130506,30.67291704200905,moderate,maize,13.086432347720123,seedling,15.237138833908872
+18.36964462293595,36.614669200834,8.373851497801013,5.070802361584869,moderate,loamy,7.927767342994901,25.577823858562628,good,rice,10.904986035407486,vegetative,13.27503888511239
+27.40188696251328,46.142012926554656,10.543636726942008,6.831233564483815,moderate,loamy,49.07007520903901,54.59383217931492,good,maize,5.461635167995203,vegetative,10.417289322073044
+19.227597510516286,87.51111649088557,0.3820416899370116,4.881376398171041,moderate,loamy,36.66338267766233,23.13278945870629,poor,rice,16.66546965787163,maturity,16.212657809549214
+18.15339465739413,45.96899681578388,9.933323618867016,7.741503293741175,high,clay,36.20264671067204,57.2140333306119,moderate,maize,16.75176870515714,reproductive,15.264330013690564
+38.31614293352919,47.791303223468766,5.821745299884606,2.1626515437874465,moderate,clay,6.0397691994215,51.4201214979517,poor,wheat,8.344706272318247,vegetative,13.704588473515672
+30.12375032869261,41.85584309046477,18.559083647835628,5.247115510153144,high,sandy,26.572996458288674,15.007944186278984,moderate,rice,10.536328493785916,vegetative,16.597766173874984
+31.48725145311461,37.74441991840977,1.7547059750606264,8.65010879793931,high,loamy,33.1924860282048,34.031886912016766,moderate,rice,10.0163713465899,reproductive,10.831902046157326
+25.04484175833409,43.99545848723988,9.186409240396037,4.001605742235487,low,sandy,17.53292317326816,42.45007392480695,poor,rice,8.743520349708787,maturity,12.841971961638007
+37.7245222978716,68.53961351704791,18.949363407547217,2.422007027042576,low,loamy,8.745801475479922,39.653588139431164,moderate,wheat,11.410354702548316,seedling,14.980091015933002
+30.94826223949164,57.32206401021381,18.02070500636955,5.9721925965213485,moderate,sandy,28.96001875062569,43.96151601354125,good,rice,11.58231454527684,seedling,15.933218790733765
+34.229246738089685,63.22535018027392,14.026968847491004,9.81226768421432,high,sandy,25.083255121034405,31.31532346355321,moderate,rice,4.323976593620015,vegetative,10.357409501196074
+24.214061725692844,37.34188972596146,11.787221039921494,2.5132684922810933,low,clay,6.983614586236199,55.23713674881839,moderate,maize,7.409193042358824,vegetative,10.887979431661416
+39.000297020478136,78.12698682977401,5.614618742656803,2.5604519419983465,moderate,loamy,28.373814346618506,23.518042383747968,moderate,maize,3.948770111746654,vegetative,9.544553424050042
+35.511532253957874,77.04568203479087,7.339142255049095,6.760932519573426,moderate,clay,9.84725765548714,14.705041390863808,moderate,rice,15.362636984621435,seedling,19.33192537707825
+36.3487115753636,31.29539466856052,1.8026972950825448,4.000541703025033,moderate,clay,24.10478489873279,58.89869460735251,good,rice,15.215630796306453,vegetative,19.87838721436726
+19.304856685643852,53.0109056706183,15.722165955164751,5.281849869097803,low,clay,17.16858096074404,42.597941525691326,moderate,wheat,7.92481085084925,reproductive,8.189685431978127
+21.77408019678049,34.12623611826887,6.477395358076235,8.644057223995127,low,loamy,48.67118651200059,42.95987719959974,good,rice,12.873624623262724,seedling,12.24887988564156
+22.140664992089427,77.52634676489748,13.355637980604149,3.590789473460132,low,loamy,6.562995659497325,50.87633175329976,good,rice,10.30150177058194,vegetative,12.985309272308797
+21.77273058117178,74.23618098754227,7.151895543972269,7.754399495851464,moderate,clay,30.201045624093663,31.07207233454788,moderate,wheat,5.620367519683713,maturity,6.451622487704415
+36.3852040526072,84.11928565758936,9.286608827925251,6.0358841061404505,low,loamy,11.836414494768064,29.31177822097708,poor,rice,14.414299490919744,seedling,15.970440436098142
+15.797119880214805,44.18423753718688,11.1000494475279,9.239661539314174,high,loamy,19.36823502070676,57.457250370736254,good,wheat,16.156903164363904,vegetative,15.210924735300594
+16.90249972451936,57.37775298766793,16.03704816781207,9.783696002348512,moderate,loamy,13.27554371888569,29.33906779069178,good,rice,8.689196425644425,vegetative,9.620403344791807
+21.84787176574759,41.06927262986386,4.223127550813608,5.879686285227167,moderate,sandy,49.78160958705599,13.923891858708084,good,rice,11.699731925418115,seedling,14.702632667727704
+19.99682436623609,52.274096068447164,7.975307736597128,6.677176472923735,high,clay,6.4562930200943445,25.391474549634268,good,rice,6.089648686966588,vegetative,5.877300920448165
+20.79649034707121,61.33459509401304,2.6016314378363514,7.966740325900426,moderate,loamy,29.361040661330023,53.67706641061024,moderate,rice,4.023108457372037,reproductive,3.712118604419218
+34.9485797313325,33.19984739031534,1.515210098425186,4.54939313497604,low,sandy,32.36192215962741,14.748002543488628,moderate,wheat,7.476226248581044,vegetative,15.871262923776928
+29.07816484730117,72.89222464064312,12.093487123375835,3.8139228041859754,high,clay,39.74755530629988,45.83526430684228,moderate,maize,16.930630717416815,seedling,17.585874877040904
+15.1442665323242,62.59760162226451,3.781820887178053,9.717481379544042,low,sandy,33.16925823493057,23.32005637568067,moderate,rice,16.092974943790708,reproductive,20.125239075585167
+25.733069142604883,79.7375410326404,1.1959868385219763,5.460923129756625,low,loamy,15.410610805267858,47.28851857863997,good,maize,7.007222078554959,reproductive,7.845104825433051
+25.197123171258973,46.30683007147184,17.94195862412811,2.012726612126189,moderate,loamy,31.911749734858585,35.72772291738518,moderate,rice,4.06565631870663,reproductive,6.651685452329831
+17.84863173611359,84.19926631615527,10.686288395707916,8.701746388200668,low,sandy,48.87350945039151,41.82878604995351,moderate,rice,17.08245071454769,reproductive,19.78337983710196
+31.90354471503643,89.9216551818266,2.692564148059693,6.7973132903286855,moderate,loamy,43.1803295872142,22.15981186216392,good,wheat,13.5575535151709,reproductive,14.32639856957498
+32.55242970948728,85.15790630266046,1.0685225489509942,3.348468501762433,moderate,clay,25.407370123484093,18.40593052944302,moderate,maize,4.51656226454965,vegetative,9.23606826942372
+33.02233047630244,76.67354854998925,2.397201068273122,2.241117545416632,moderate,loamy,26.483369799819894,13.16542486037986,moderate,maize,15.086334644663689,vegetative,19.927905329562755
+33.2117736389648,78.74212817242685,9.426744806412282,4.331859448333849,low,clay,10.980877893005047,51.27883954123484,moderate,wheat,11.836574373401902,vegetative,17.782700576710607
+15.00132067330742,64.42465455267518,13.369305103377956,9.423096763789315,moderate,clay,30.64663052761833,45.52423019184832,poor,maize,5.342508278227434,seedling,6.606751702581866
+38.84802009616806,41.40923177475664,12.82560149972091,9.4679293602849,low,loamy,17.610952684840314,24.66760707682492,poor,wheat,3.364342039606833,vegetative,8.903824869271242
+35.355219176366575,70.62244110886303,2.8884617252899702,4.488027890416945,low,loamy,9.865141494111445,51.84566826713741,moderate,maize,17.282654261302028,vegetative,22.97438087821753
+37.59954241473213,72.76518012359588,12.669779036754177,8.687447942565733,moderate,sandy,26.339423243641537,51.68483318989333,poor,wheat,7.840192247702121,reproductive,14.782391182821922
+15.391082382685854,89.12310841607434,8.097312484351988,5.5347625860567655,moderate,sandy,7.02820778099731,16.887957207967112,moderate,wheat,12.307494526185042,seedling,16.0196969009405
+38.34646989464349,62.47807897537931,9.2948756859893,7.234757993092756,moderate,loamy,10.405928454345023,45.68437169352279,moderate,wheat,5.5352185731909564,maturity,10.060949608314544
+35.244713217202616,46.28214090150338,16.02860812490634,4.67555100696872,low,sandy,14.856979364327891,24.614094792887585,good,maize,14.534102502090638,vegetative,21.27868828118864
+35.93047857396746,71.02035130437041,6.649987453592767,6.12778077016788,high,loamy,49.57855775956394,33.35946859033719,moderate,wheat,3.92187770755696,reproductive,4.294929221339497
+17.33218461804921,88.76254917998727,2.939980943267076,4.350235572402612,low,clay,41.38167201216302,31.507240634796737,good,maize,17.217810288725243,seedling,17.49464859056525
+33.46945072296494,40.63283449614564,17.46906267132681,2.488914898851702,moderate,sandy,29.3791251364544,40.00918747707215,moderate,maize,12.636962003855706,reproductive,17.86977579999147
+38.99791724105228,49.55987511213616,4.242611517326759,3.115025489532311,low,loamy,15.465442290413302,27.35660097806652,poor,wheat,4.694929228473194,seedling,9.552619157577602
+31.963683535454017,62.51285722636087,5.880597411092854,4.325395955785898,moderate,loamy,28.351394998241243,13.662698113919364,moderate,wheat,12.44975978884314,vegetative,16.54714096995986
+29.26403511561516,40.21287809292029,14.131801178052449,9.81003027180904,moderate,sandy,34.20486887351323,43.6325078955401,poor,wheat,10.122182191759682,reproductive,14.653633762501164
+38.640741943724926,31.333238371196305,13.671006341152143,9.725377201999931,moderate,sandy,5.205376266014524,58.02854791679178,good,maize,7.651976062566995,reproductive,11.938176584736858
+26.0734280433609,50.21898734647503,16.008000425676574,8.62130673987625,low,loamy,49.45521218367254,43.39338708364442,poor,rice,14.449548706438154,vegetative,19.33388023478525
+29.982339157761967,81.92224809006348,3.677332828958821,3.8600484087686953,moderate,clay,33.20514502376381,36.98026521098528,poor,wheat,16.770999186398058,seedling,18.302656215120265
+26.908457337359152,32.60810395942289,7.045597866284066,5.5328171243345805,moderate,loamy,49.47109135555522,18.1810772809657,good,rice,4.990691601757267,vegetative,7.087378251401313
+38.321155534007474,55.73574354101505,2.5176647791252216,5.518262707925635,moderate,clay,26.107960689415957,41.25889048045031,good,rice,7.658089803014537,reproductive,9.071212773761284
+16.90211816913768,75.73204637556495,10.820782943372084,5.095785958545471,low,clay,33.057830775302364,40.55434311380546,poor,maize,5.713691277328329,seedling,3.99458684783265
+27.527992520633703,87.19095581465311,5.851411850774024,2.359042440717965,moderate,sandy,25.76573339982976,40.93765621452747,moderate,wheat,10.720571194936632,reproductive,16.856321039722886
+32.17381103463596,89.12852394026594,13.778712820171254,6.276218993794542,low,clay,5.426763924976809,54.61565361961779,moderate,wheat,3.068130635228393,vegetative,5.945240695624321
+34.797663460555924,55.3181628365245,0.0068873596908214,2.582495936998887,low,sandy,43.24512722428849,45.81600335753483,moderate,wheat,14.807609988203966,reproductive,21.87525645557061
+29.57546618610341,87.02305766274705,1.193659969191585,8.415349445743551,low,loamy,25.205072472607696,49.16999331891308,poor,wheat,3.7178250781318862,reproductive,6.978117126237322
+37.72294360303635,32.125138396851824,8.651206010386867,7.5304571427582525,low,clay,26.19212863670493,25.666944969825245,good,rice,6.175381890637613,maturity,8.718545468108527
+38.54978617209679,74.75501627991338,19.16368311951137,4.8218960531482775,moderate,loamy,21.19838627088173,23.51875072405809,moderate,wheat,17.44196731336682,vegetative,22.577544543179705
+16.607980579839587,68.56476207801677,17.81702774718366,7.177091057699705,moderate,loamy,24.469541039255496,20.33904568701656,moderate,rice,16.902732213876277,reproductive,17.79572024653755
+25.05926348853436,44.971311455169136,19.880180561239666,3.8642960524727847,moderate,loamy,37.64978224857661,48.91854511396199,good,maize,13.501731110839822,vegetative,17.685928691641784
+15.58647554302886,60.439110040778935,8.336604497280897,4.122000519653059,moderate,loamy,36.52810166116245,44.929424405123655,moderate,maize,15.1633026279581,seedling,18.400336232298923
+23.23541643436107,37.773224265629736,0.9313697254750308,4.513068135403239,moderate,clay,41.37705300544088,27.104698437711992,poor,rice,12.4511910635916,seedling,12.451876594324537
+28.42170544926505,82.29582905709366,6.119122840395248,8.376092799482638,moderate,clay,48.86001811293462,17.055303429615464,good,maize,9.6674707431858,vegetative,12.914604504747125
+37.76987326274872,51.47388513273888,13.51541704347903,3.685530774768676,high,loamy,22.60243546353318,52.33336529871742,moderate,rice,7.0909842983132805,vegetative,10.06456562114364
+36.16385806163507,67.56266822794299,2.7032761953483053,6.502249819888308,moderate,loamy,20.25317830381356,29.213899254371285,moderate,rice,18.445467109810046,reproductive,23.58005523658647
+18.187493166799644,39.52657717723574,5.99944357520002,3.60373691537188,moderate,sandy,27.20862791495245,19.487460703568463,moderate,rice,18.27566225370588,seedling,22.967489521431684
+17.32575936852239,42.36989067787243,1.1233232908971735,4.280299400499319,high,loamy,11.947530311493406,17.220530601316042,poor,wheat,18.21417077116547,maturity,16.811424550223215
+29.73168346891668,89.51738224818912,9.499340767804686,3.8838503438919303,low,sandy,39.11133254128813,55.98399321328604,good,rice,18.509902429671413,vegetative,23.22724521605658
+28.30294931146957,75.18518366647976,4.178413553901759,7.160037368586287,moderate,loamy,31.15120662919092,16.508162811531044,moderate,wheat,15.995272102873423,vegetative,20.01579649631421
+21.6594410357506,87.71831218644425,1.824960537980047,6.213831555646243,low,clay,14.510332685163087,27.98367257294063,moderate,wheat,18.2421119509476,seedling,17.39099099252961
+37.48632711384588,47.75106991272265,8.224316189649581,7.770393167244427,high,clay,43.88157734025318,41.60957499528423,moderate,rice,17.80739765118808,maturity,17.92650671005984
+38.18416023653884,39.87377259718922,7.024508087483099,3.759547498663887,moderate,clay,32.85781328253664,30.40381567650986,good,wheat,7.525247251888162,seedling,7.998681741767671
+25.065285958504067,60.184107808729856,10.750354738909849,2.073188285808298,moderate,sandy,6.5317694146425165,33.873023319848734,good,wheat,17.35893821645108,vegetative,20.126328056454145
+37.25756392783801,59.6800969336406,14.980773106272782,7.444076537042679,moderate,loamy,13.843259992216437,50.13108934665026,poor,rice,12.537364745994273,reproductive,16.308501039753857
+24.598722356574317,40.49679082547927,2.2513747285301045,2.918831667960608,moderate,loamy,45.09920692366714,59.96172402515911,good,maize,11.8362001166629,reproductive,13.122476647734764
+33.4204207957425,73.99317417488462,15.82251180420017,3.9704417953916487,moderate,clay,22.14705003852425,33.360889097434125,moderate,wheat,5.095119571061771,vegetative,10.607635393750478
+26.8985554386931,51.70665206632404,0.5257995975036023,4.445489219689781,high,sandy,49.295821357741126,28.941349055387708,moderate,wheat,17.475474441083957,reproductive,19.58169109069948
+18.064578912679572,41.18191385583104,8.862038049916956,7.974416738326944,moderate,sandy,28.83885291324226,30.33814526865307,good,rice,8.399570307959566,vegetative,13.767325512222818
+38.19835503092554,49.919003672597306,11.74860573771764,7.007134485259417,high,sandy,14.356181611511376,28.45542836712878,moderate,wheat,6.576556350307246,seedling,10.873361809544791
+26.352414834438413,63.81952197810091,19.13997346279595,3.47412349220663,moderate,loamy,31.725255193544943,33.68856856173724,moderate,maize,17.08457070749313,seedling,18.040716280230647
+33.36217600806009,73.58825593082659,11.478460537392994,6.783102484957934,moderate,clay,9.605792233115432,26.655407790250447,moderate,wheat,3.4486033953829285,seedling,5.646827307354354
+24.179345360782303,58.91345316344908,3.174983865427772,7.665183960884895,low,clay,41.3381622875029,33.13082672838748,moderate,rice,6.380017821353229,maturity,6.871309454346776
+15.472021964405869,61.53569938970241,10.350836106878184,5.111177622321372,low,clay,33.252809409557784,57.27285905868264,good,maize,11.355332080178734,vegetative,11.026813615445986
+17.513258967295897,38.3367561565649,7.915678943828324,3.967623312222816,high,loamy,48.377597890772805,24.31066110993185,moderate,rice,18.115035955077875,reproductive,16.632721904904727
+27.40548698724811,84.88145548249392,9.587111352004872,7.431862183318314,moderate,sandy,36.05485058116234,42.59373601668955,moderate,maize,10.362665566034128,maturity,14.632591140329849
+32.24910892815906,85.72345187952266,3.941940293181745,6.887129601131978,moderate,clay,7.2117660049470835,34.346678682408296,moderate,wheat,5.931439950399099,reproductive,9.135497380988763
+23.368383164481976,71.00559542508023,10.016540846225436,2.623297267766561,moderate,loamy,26.43927082408554,46.61981761309125,moderate,maize,11.32065049401254,vegetative,14.245384092057114
+32.38721147944126,31.05788453604148,3.000795285817537,7.333437121870034,low,loamy,28.90896090752181,33.61460290136786,moderate,wheat,13.690492462946269,seedling,17.632018102090637
+32.465889735798896,62.22445295419956,14.880861613817398,5.908143462682389,moderate,loamy,46.25491846154335,18.027116219615028,poor,rice,17.84157967738152,reproductive,21.608399535722747
+32.59839768319577,67.75313832531681,11.878125204511958,8.026951655821819,moderate,clay,24.46100562004862,53.62093678452501,moderate,wheat,16.71384962001262,seedling,19.466891232633785
+27.31304635051271,89.6792533774866,1.570553831835666,3.5257403350386145,high,loamy,31.70811077443668,43.78835347994348,poor,rice,16.222181793694688,seedling,15.60473905924917
+37.8721537530376,89.76401731168781,17.792289358579595,4.065731343211011,moderate,loamy,13.368024711066752,36.293541650389606,good,maize,11.367022931163683,reproductive,11.747946917884128
+27.229912949515388,81.45667411953345,12.327592092312766,6.34650191278017,high,loamy,16.008176335699723,51.55418599349581,good,maize,18.44567236569106,reproductive,15.976153415040784
+26.256629837415957,33.82985952156681,6.322141102556628,5.853868223137593,moderate,sandy,29.68640440332715,58.80927961595586,moderate,rice,17.935818271835906,maturity,23.903292897021284
+19.98452047526568,87.19658344672379,0.912847990546206,5.090922968451973,low,clay,36.36430536956958,30.46996842228263,good,maize,15.942309537019543,maturity,16.401064665191047
+22.69137718390841,66.75967482911994,12.64453391543266,7.9682665154383105,high,loamy,24.5957315414446,27.6530598979108,moderate,rice,16.48941588783272,vegetative,17.752865813069263
+16.058362312957584,78.05320622875077,7.468805226966737,6.518012509026259,low,loamy,24.47008541219716,47.67961200191113,good,wheat,18.39880952189968,reproductive,17.88619423026632
+30.83838234040425,54.43157098115121,18.152362097569757,7.682174831152949,moderate,clay,16.519742916789536,32.73027643399206,poor,rice,8.83049561903071,reproductive,9.860660534357066
+21.213393598177323,49.180168274075385,0.697556654283491,3.226039698552926,low,clay,36.41588445297154,14.288443624928096,poor,rice,19.22146310983883,seedling,20.29764776173054
+22.603881362136622,57.79464872902848,0.7820487068448667,7.831906361164298,moderate,loamy,5.246279406985472,27.72074618285909,poor,maize,5.238556654006615,reproductive,7.303372479613323
+34.27036304160803,38.812470778129615,18.98598573813871,5.692224864802335,moderate,clay,28.074588813865084,50.43160530393458,moderate,maize,17.932954614660268,seedling,20.317732948645904
+23.180529579036342,51.42396832519836,19.29747891359013,2.270143485476696,moderate,clay,5.1604139764243495,45.33470909964104,good,maize,6.862478702591118,reproductive,5.937249656426824
+21.054897300328555,81.45704998609672,0.554844535452772,3.875932431971993,high,loamy,31.706055942146666,53.1421858051056,good,rice,12.460150152182386,maturity,9.349145898231985
+19.226443728342645,32.27702917565289,14.320664698826551,2.206051133924624,moderate,clay,6.390792121610258,17.3313264741639,moderate,maize,12.769395416720492,vegetative,14.91378896910944
+34.3714600545489,39.052682809476266,4.4298970465768095,5.65499617592835,moderate,loamy,47.30301859539374,22.19608068429184,poor,rice,18.91738184646976,reproductive,20.90946878803256
+18.242656449750672,37.506969578969134,14.02785532572145,4.607038084440683,moderate,loamy,26.50791929995318,20.73676331402748,poor,wheat,7.630859740825202,reproductive,9.883985606852514
+26.34384400625884,54.184532562013686,17.374655933159673,9.89959647930601,high,loamy,35.78102291204597,58.566641142545,good,rice,10.162827249228403,seedling,10.17470657107187
+27.67325290192986,89.8192140534517,2.016629577245508,8.948032935654904,low,clay,43.411931355429225,18.44622054079968,poor,maize,5.449976768485234,seedling,9.010912575193286
+32.18474781714286,40.40147581268296,4.77532833524084,8.605366882745194,low,sandy,15.593995136509731,39.89650278277911,good,wheat,12.26138057851215,reproductive,16.3732563576307
+30.832087058324888,38.72895897595561,0.4815533665298965,6.008932392249964,low,loamy,29.302425596059848,41.64567992801707,poor,wheat,9.64677539093936,seedling,12.21849783337738
+35.26801682362937,84.90334378656927,0.8765969088888159,8.456699994806135,moderate,loamy,43.85523129084021,40.94467098024124,poor,wheat,10.55996719047362,reproductive,13.997177696960394
+16.118785848155955,82.92303101795794,0.5923571643554837,4.134957179702042,moderate,loamy,29.1998123604154,44.58315200143553,poor,wheat,4.188001161736317,vegetative,5.708660704929578
+22.41101811948493,31.934422199793268,16.01364712852829,6.485195742772199,moderate,loamy,22.67476232920692,34.19608228807214,moderate,wheat,17.16821717659454,reproductive,18.2850208529574
+22.00335296938449,75.1023576107589,5.965853568615533,5.14334449055528,moderate,clay,21.599141342616253,14.184414103393646,moderate,wheat,9.005425667762601,seedling,9.766515143729285
+18.650422639802706,69.32794208858577,9.864228791439782,3.3707352921818377,moderate,sandy,22.28487620415125,45.06180547092382,poor,maize,13.82114571320335,reproductive,19.359067404967305
+22.22945634641108,76.06444859116255,15.756885271940329,2.5809074509472323,moderate,loamy,32.69440797505205,24.05524327204212,good,rice,13.75119460602746,vegetative,15.21798662665663
+22.744132853572587,59.67014728775533,9.898873254134362,6.465747063772919,moderate,sandy,7.054751548302383,13.793596820332484,poor,maize,13.816489089115972,maturity,19.7010603228274
+28.047111548186955,89.48275310689773,8.583921252491923,2.781113079041649,low,loamy,23.69222935619924,18.489299066163724,good,maize,6.97884050113307,vegetative,8.689347749069459
+31.5926119731564,32.63082112265779,0.2314641297891762,7.744024773487859,moderate,clay,30.226510793606945,24.36098012059073,moderate,maize,4.781372425259892,vegetative,8.556038410486636
+24.52751284029535,44.06229518422835,11.360790050735122,9.371747829809246,moderate,clay,40.38713543451447,31.62197864042807,poor,maize,4.198042784190054,seedling,7.909861791061722
+32.98675578283453,53.7927592184169,2.494861562741728,3.296848877692488,high,sandy,28.849718552358283,53.066176459491885,poor,maize,12.675401722543734,seedling,16.626433234785136
+23.404133464489497,56.98667649394219,15.292964815820524,5.767508628081826,moderate,clay,46.67777308015189,36.825127885322,moderate,rice,4.608752943643529,reproductive,5.682142977193806
+22.25709193286901,85.28204416197113,5.154754476300392,7.910196744478601,low,loamy,24.969784656667528,33.59836273977895,moderate,maize,9.76750348685072,seedling,9.428596923209836
+28.529701396425608,63.60026184463553,13.4837482161731,4.294717288264215,low,clay,34.2857368020358,19.562890049110777,moderate,maize,17.895687351831548,reproductive,19.529717112938997
+15.592909007644764,32.70665973122363,12.924470556493588,9.366116157063498,moderate,loamy,5.791150075738588,57.963135909506775,moderate,rice,4.31267328538758,vegetative,9.3781074938934
+16.99472809085001,54.47177780553972,12.333512058600402,9.107724470959289,moderate,loamy,15.730163032572973,55.425796420001255,moderate,wheat,14.062450423546228,reproductive,14.850676483569584
+25.44923858966317,54.9894247421442,5.339040150743852,2.830034845837424,low,clay,41.69558058793656,50.8038615048265,moderate,maize,10.284936290918862,reproductive,9.748920734123349
+38.57281778479391,87.92945630626708,5.341795543511363,2.219198172254721,low,clay,31.379677481979535,26.15756141287087,poor,rice,17.616558903333626,vegetative,22.181745050837176
+33.0377944960856,65.9518254612665,17.260960868826597,9.811667863835217,low,loamy,47.57778774637743,38.08138121490647,good,rice,15.630385964948848,vegetative,19.57339604880739
+17.203164237513946,68.13906426953633,0.2561466526085398,9.651800198169049,moderate,sandy,38.87943967923292,29.44234996346091,moderate,maize,5.014763777566895,reproductive,8.77594198559955
+36.157950319521845,72.79518187507625,3.6304526690791583,5.3782848357277055,moderate,loamy,25.234873621263,30.14570728335297,poor,wheat,7.9703393396371185,vegetative,13.419659769246968
+33.307519265204526,76.2023589409274,12.203418352839702,2.40450659284778,moderate,clay,40.04200706352589,13.606567788191416,poor,rice,13.828640414522969,seedling,16.80479069438839
+30.273663142566328,68.10306421214935,16.340925088063397,6.951004421968223,high,loamy,26.05040517308052,17.00222911852696,moderate,maize,5.917943793465511,reproductive,6.006238898710578
+35.50732401522943,44.23166106803613,7.166910173457173,4.34728085910925,low,clay,19.857599213971785,58.0584393087818,moderate,maize,16.628790176400656,seedling,18.981833243216617
+25.10274619357393,82.44275486046985,13.068869172216004,9.493783895204434,low,sandy,7.1193232392334025,40.504191012841645,moderate,maize,7.138047663203691,vegetative,13.285429943348737
+20.53752627134632,73.92718802463781,11.143128392404726,8.357295400434428,moderate,loamy,43.953051371894304,10.315480411515171,poor,maize,17.11652709493461,vegetative,19.953775300285468
+27.800584727718984,74.51222910581735,1.290802089640708,7.196750273067548,moderate,sandy,23.852378115025008,50.45929788459597,poor,wheat,7.549440212045117,vegetative,12.99446230591856
+28.72104388983685,89.79340435408494,12.435003938613562,4.276030780108228,moderate,sandy,35.83266282609895,14.35208096280622,poor,maize,6.6962420885067,vegetative,14.145407779985277
+28.4581593002478,78.15159209179896,16.27806944544987,7.61014863553374,moderate,clay,11.88767683839426,45.40778790526942,moderate,rice,19.00752494170169,vegetative,22.38226016431326
+29.126844787002632,79.7490841893092,19.848966405988183,4.313346134073632,low,loamy,42.3033060628288,41.04245108131626,good,rice,13.81991885863208,vegetative,17.550407738715794
+38.71762295597952,87.08433094260951,0.5928014530344572,2.3010478732150084,moderate,sandy,42.089020071741054,13.147563030004374,moderate,rice,12.17658009699,vegetative,21.465929398531777
+37.556140577405785,39.06803999093363,13.20116345167736,6.067476700962192,moderate,clay,26.696641831240683,36.5469585304518,good,wheat,3.825762456454656,vegetative,7.27399150493564
+36.892925913973485,59.86364258868407,8.290991062959243,5.909476358309528,low,clay,35.2465118648459,12.3717654069785,moderate,rice,7.787583796902744,vegetative,12.84180687727363
+35.03542027271568,64.83402141544725,0.1957577741241056,8.104047784209868,low,clay,28.46542288472655,13.2194874810552,poor,rice,5.102548023881434,reproductive,7.418938569883537
+38.585702681632135,49.75654375334746,12.287218874170229,8.925391058835558,moderate,loamy,29.8519687431068,12.558941906917369,good,wheat,5.711784162336859,vegetative,8.034356780207593
+17.46236604198508,80.36420063367034,2.44854597111271,4.8357479095540965,low,clay,44.99607052349391,22.772061847679804,good,wheat,7.463336764951888,vegetative,8.32306060298664
+21.628081536143487,75.74517729874341,7.571337003782732,5.595784081629367,moderate,clay,48.51120791032735,50.08846410467687,moderate,maize,5.309360507528333,maturity,6.711622912419949
+27.376398641364624,73.25298447048743,5.227341849768045,5.763203357156225,moderate,sandy,21.53745243964998,28.122736665183552,good,wheat,18.29278644019209,seedling,22.349238529433823
+36.16336232808513,89.82896638549002,7.223268045421987,4.593792674979035,low,loamy,19.92799068096952,41.97691231083368,moderate,rice,4.443797245534994,seedling,8.969762927781108
+27.629142788068314,45.56288240450343,9.853911630018992,7.947095389001523,high,sandy,18.67133462357777,16.24245063681082,moderate,maize,17.609033646297455,reproductive,20.292326293349824
+33.70086848353972,74.12743510052528,7.18419064979029,6.176809481650396,moderate,loamy,39.68414572141253,56.64323720408633,moderate,rice,11.146091231249496,seedling,12.908212588699556
+18.473997631222904,63.08426849435404,11.054637411790784,9.31164619510912,low,loamy,37.530385683377474,35.21203877155294,moderate,maize,5.659001264801067,vegetative,9.764326335353555
+21.310345324414005,48.779350949632565,4.772993804657075,7.2024861751646885,moderate,sandy,6.971003422216638,11.229744937567284,moderate,maize,11.96115174300997,vegetative,15.853303111025385
+33.294402375941814,39.63521224338755,12.707235348567632,3.6951724711517793,moderate,sandy,8.97984008175901,36.87033317859549,moderate,maize,17.63903157008786,vegetative,24.57101755697856
+19.1183502221931,83.75303022405282,17.075260082497067,3.318469189976291,low,clay,34.079220513791185,19.226506293423576,good,rice,18.129163000593827,reproductive,18.82417171290373
+23.78389836637317,65.72732896247072,4.481340938304248,4.979074703330337,low,loamy,17.373138090076797,19.79082104653829,good,wheat,9.04874775272826,seedling,8.319309845320406
+21.621656445339283,79.49603025844768,10.15754431711245,4.775412322055786,moderate,loamy,9.12111422292276,40.018725187079625,poor,rice,14.392474064359416,reproductive,15.217999035376597
+23.746542355561964,62.72069904009269,12.973795690997774,5.257054598900082,moderate,loamy,23.614867031116244,21.31917480960322,moderate,wheat,4.120163692696682,vegetative,7.858343016706565
+32.70810122694925,43.19862483924118,11.292522624268322,3.468728562435537,moderate,clay,44.48672731681209,20.6990535716732,good,rice,11.48763544294648,reproductive,13.50247185036914
+24.196179528570028,50.25292878601952,7.312988923844519,9.825781360211916,low,loamy,21.48403025810626,37.04799191137133,poor,maize,6.858461994372947,reproductive,8.729474960252622
+28.881583065198505,52.89233054841279,12.843994160114969,3.165678182949831,high,clay,36.30335174525227,21.77297257105393,poor,rice,8.080503177763028,vegetative,10.380925197171116
+17.49829692636024,88.37608875022214,0.5649241242015246,7.221190193794568,moderate,loamy,45.5258691309259,15.525630235574551,moderate,rice,10.888637533836736,vegetative,13.406556527921053
+35.125442330865695,30.33799670288295,7.39812463992866,2.1045538805167183,moderate,clay,12.6190886604756,30.41284576808079,poor,rice,18.5310621100278,reproductive,21.458876619466185
+24.24721564120312,89.13996138147041,10.652244292820065,5.255688306552105,moderate,sandy,32.4365779328864,12.59992190971095,good,maize,16.99828155926604,seedling,19.188466276067206
+31.21335397583356,88.82769810658984,0.4122631767172935,4.473467192760291,moderate,clay,45.84466589350427,55.266154449581926,good,wheat,9.501535903247756,vegetative,11.19464227882584
+33.13474004154581,89.76904743180819,10.152976593685995,5.056197101915348,high,sandy,13.703589247510086,32.57687079673956,good,rice,11.118969760321177,maturity,14.289335898538924
+20.24152305279251,58.59529073517808,13.085089215312566,5.984618758184909,low,sandy,49.49206762047675,10.654734338828488,good,wheat,17.86023118736342,vegetative,22.126527296839285
+37.11687462383375,87.82853817725999,15.184153954260902,6.803000012194542,moderate,clay,21.42875884311109,21.23260421520548,moderate,maize,4.402450253340001,reproductive,7.020066484460273
+30.40560629017382,53.73595091098965,2.267481628188608,6.6680907583544,moderate,sandy,14.788661459198394,57.890892384558974,poor,wheat,16.2028749345757,reproductive,22.665897338184823
+25.71812854378704,31.5776664401032,19.8112974978339,7.045709360968904,high,clay,42.70187531674835,34.819545067177884,poor,wheat,5.877133816891528,reproductive,4.061097185240218
+19.558379589455487,43.460831182305874,12.12335402670191,8.756381460430324,moderate,sandy,26.055904339459094,27.94448346741716,good,wheat,7.739188764782181,maturity,9.257453124055688
+38.55752344753017,86.71777469624308,7.263875852246599,9.093737244917213,moderate,clay,35.18051807547657,25.75557538579355,good,rice,6.698546416155832,reproductive,8.150789788604797
+33.87670510329063,30.825881600124,4.981857089134277,7.89800240448638,high,loamy,27.03232463339984,30.848532583998992,moderate,rice,12.371229325044844,maturity,13.447342126705596
+20.20061406833122,62.7596481253785,11.457937233668291,2.631537943395232,high,clay,33.95875090719581,20.588220188647227,good,rice,6.909976598504274,vegetative,5.230112272632048
+23.44276936810561,34.53609533368074,17.634232943331416,9.690339132079476,low,sandy,6.591596674860521,47.45635261710235,poor,maize,10.76075326311625,vegetative,15.912114373607544
+35.24185645220183,47.18379470565471,10.411307922827294,9.57918469077637,low,clay,20.758110193961823,35.41525990181359,moderate,rice,3.443651746041028,vegetative,6.994937109698635
+32.391941580383474,35.2855710427132,13.229441112099206,7.69363035636283,moderate,loamy,34.57903366859185,47.57168360831351,moderate,rice,8.376128498905379,reproductive,11.551956494686934
+34.144607317893104,81.57171726678338,7.153928790811204,6.13951257121539,high,clay,20.78512619203869,22.719085921326304,poor,wheat,15.089674924728357,seedling,16.461770136458885
+26.030027555323308,65.46424257886235,7.763045761779452,4.0049468666871375,moderate,clay,39.908957904243216,10.072621256136424,good,maize,10.390683836288204,seedling,11.020396666193516
+32.91190656605417,84.12638794309876,5.72350211543784,8.050809115991008,low,loamy,48.23980290192489,58.31145007477456,good,rice,16.996776027931823,seedling,16.12906063903054
+24.66234307159784,71.3011919724137,14.112745887364795,9.022881429730312,moderate,sandy,6.683515153499888,35.603304888279375,moderate,rice,10.815962091388016,vegetative,16.285345054561997
+20.28157292345491,88.26174787470597,7.183751068331301,7.321500807119503,low,clay,43.48931698602711,13.98696223565932,moderate,maize,17.891143943060438,seedling,18.822724749467103
+30.816925871034,60.59265928562439,3.814328080824785,7.032581062894166,moderate,sandy,12.607880787354382,15.187561182898982,moderate,maize,9.706822252158076,reproductive,15.167827825963052
+39.40034813996985,68.32263490577247,7.388011423324759,3.5440376365646893,moderate,sandy,46.28016923965526,31.7339069908604,good,maize,9.13907892322148,vegetative,15.306400461775905
+22.76502428488324,64.5785291933434,17.076544156655125,4.862372183153517,moderate,sandy,47.60567357443034,44.763211194365454,moderate,wheat,7.365651980454758,vegetative,13.62155203506418
+26.52423980531349,59.055625766796766,14.765040871538467,7.785089776260097,high,clay,30.61308220777397,29.83209216247104,moderate,wheat,10.85156001403005,vegetative,13.20511450470856
+31.85003427674634,80.75756192538076,6.692816889271278,2.135189910809787,moderate,loamy,26.555545466965075,51.00762484278045,moderate,wheat,17.12551874058305,reproductive,21.51517776015088
+28.5376570530622,68.67150814022162,18.13617929673405,7.130114217511089,low,clay,39.13249528890968,26.452974054321203,moderate,rice,15.135442463095623,reproductive,18.32464415036924
+36.08569489272623,78.07873589132836,1.4966527023493392,8.133362408081984,moderate,clay,46.310968033747855,12.280269934404728,moderate,maize,5.934490035128576,reproductive,8.393911430842468
+34.043567661737896,77.18183619614479,0.9950758282728644,4.677635890166253,moderate,clay,15.460073242804532,10.41455820224861,good,wheat,18.73101780828626,maturity,19.690327231767743
+16.457430096558927,41.46270963931772,2.5494070957048254,2.6093421536063124,moderate,clay,22.209864881158644,52.97221466303726,moderate,maize,10.593504087029004,reproductive,11.708683397294976
+39.96053084809435,69.00981195105862,2.329095117172062,8.552955031071988,moderate,clay,23.789119770719623,59.223113795243954,moderate,maize,6.780311820544038,reproductive,9.510679635890392
+33.810061342986685,41.97888115088005,1.7566863002468105,3.134694635880182,moderate,loamy,43.0619561246624,16.63994260583971,moderate,rice,18.96511851460247,vegetative,25.0
+36.59758290735283,64.99922869462625,13.226852239959848,4.9664088477581885,high,sandy,11.161265945193149,13.102038256623151,moderate,wheat,10.491469115054514,vegetative,17.74509195606218
+31.27994280238366,70.64608106677804,12.016847593108476,7.65803284054224,moderate,loamy,33.03698820152874,55.72038196000467,poor,rice,5.953484589505551,seedling,8.591970164643302
+36.40712820116906,89.8341042952552,12.952110211634292,8.535887901211469,high,loamy,20.792358659202463,15.037819977289098,good,rice,16.996501066123724,reproductive,17.74827091655971
+17.809574373217735,31.8325186889843,13.7673210832406,8.899055347908128,low,clay,44.84813564094471,21.42020937244903,moderate,maize,11.505407685143757,vegetative,14.412738804477152
+23.69344588898289,35.47454364682326,15.137595049613598,6.2433375328889245,moderate,loamy,20.290589530356712,50.08235454431168,poor,maize,6.3454007578551,reproductive,8.869612563482086
+36.91052359011232,34.62160178227389,4.143538549728207,5.806973571646925,low,clay,49.007582817204565,59.89921616597437,good,maize,14.56526332093704,vegetative,19.66021031075397
+20.041380281672307,53.901677176004405,12.446070264695996,8.786538216144237,low,clay,5.703444905625355,34.30069447130313,moderate,rice,19.693766351923724,vegetative,23.761491511909668
+16.95605246450057,79.29530168914883,11.600973186727463,6.504616760379769,moderate,sandy,15.779913021350604,20.53853945108758,moderate,maize,4.43326679507811,seedling,9.993425114690522
+34.70297349863047,80.64337996722814,18.873200516069478,6.629205827321849,low,sandy,25.579441095952877,52.38590082582616,moderate,rice,10.384961764494571,vegetative,18.574485660394917
+35.887153891082406,74.2187757432691,4.647354484792972,5.471786943950406,low,sandy,16.53460623428886,29.71557544534596,moderate,wheat,11.723753532150576,vegetative,19.39248761926566
+19.066305454747518,83.81269450979687,1.174458687486628,4.982511775368317,low,loamy,38.18270800131788,23.632113667703933,poor,rice,14.24017709086504,reproductive,14.190427389490708
+36.35864956956789,49.37159665016715,13.069901394290865,5.844326858318633,moderate,clay,41.65481610810894,34.520827856365344,good,maize,6.884271765743288,reproductive,8.0813013419306
+32.169194889929244,35.28927865513795,14.803456804734235,4.918779949569018,low,loamy,36.3878597544011,52.789913513823294,poor,wheat,6.142440171212252,vegetative,11.865221602459146
+28.0020670804146,33.48918167939101,5.663920116151013,4.748371599753908,moderate,sandy,48.66793174890232,21.650040924641303,moderate,maize,15.612438307726286,maturity,22.091787816694552
+35.756254819534625,81.12796317716318,11.41696861879338,9.949314736063153,moderate,loamy,25.521710069121177,31.19172748166812,good,rice,14.378869473950346,vegetative,15.628070076711202
+25.481231232974142,73.82617766122148,1.1907213106830117,4.689707952574785,moderate,clay,49.08964079195863,32.2121843575562,poor,rice,7.177977350972513,vegetative,10.433500555506662
+19.84984890558493,71.91691836066725,19.20089682336578,4.051069980261337,low,sandy,10.607478370245458,51.63821189499282,good,maize,3.9666054307167866,vegetative,9.1963232803886
+22.12131691526534,50.38058031274013,2.1984994659833723,4.831392718741013,moderate,clay,43.06750944138587,43.8002593246142,moderate,maize,16.602527430781734,reproductive,18.501197392586025
+27.629100457332868,52.79431131709357,1.3514107230399142,6.726250725088849,moderate,loamy,6.729857998600534,49.02433092765002,poor,rice,14.597274242066444,reproductive,16.063822886737118
+28.2832698168294,87.48681173395914,0.882203189892381,9.28792389298532,moderate,clay,28.936245489276253,44.66928923914273,moderate,wheat,17.956244564886454,vegetative,23.422316295898984
+35.13952066103084,33.8282846458761,8.545438130067053,8.302914001582089,moderate,clay,26.80122257946776,39.63379525480326,moderate,rice,4.149773398351712,reproductive,8.220727230133118
+34.78381809130836,76.42390421626756,1.9431948691438008,8.737929112605611,low,clay,43.53348275295231,16.620461095923563,poor,rice,11.287618224970672,reproductive,16.194725787278202
+29.53416393011437,48.57799942250359,14.892964819111503,8.872068885470862,moderate,clay,36.532959810304135,51.64745948074186,moderate,wheat,5.713565471520589,reproductive,7.830136847016931
+34.51963708413691,32.34327710475336,17.977483212528114,9.36422717157494,low,sandy,24.84754341109956,40.36393561253298,good,maize,14.473606738667367,seedling,17.536043361331544
+19.79433645734177,74.55420664454736,5.20437864649714,3.880569863271039,moderate,clay,45.30521993066151,45.058580892391326,moderate,wheat,7.241641212089109,seedling,8.617757886916952
+16.25161317733236,49.85471314070247,12.575462385027976,5.6669282482994845,low,clay,44.86412287213345,48.93739920630638,moderate,wheat,7.46920281054066,reproductive,10.608999016148903
+36.840845565867504,73.32885112456779,0.8467689402363554,5.081581332611572,high,loamy,6.112932499764287,25.584992724244835,moderate,rice,15.153698761088204,maturity,16.293666593592
+16.88886234406924,72.45926298708721,7.731289433855908,5.055015956908004,moderate,sandy,44.195836065051296,31.86572076332049,good,rice,17.021360417741207,vegetative,22.08796450265576
+21.16721074359993,62.08721252598691,5.858842268554567,7.218269213617479,high,clay,28.696341049280747,37.06453344060053,poor,rice,18.479081318793806,vegetative,20.45834912849455
+32.382973740609614,76.64238775263293,4.572381928807177,5.214424482541947,high,loamy,42.75323746990146,27.141123581351707,moderate,rice,4.32736021315208,vegetative,5.4888700367123056
+25.236198440682728,64.8622994502746,12.894469792573982,6.93064244733763,high,clay,13.159561822077803,22.926841152021733,moderate,rice,16.71355589120937,vegetative,17.634184622139525
+36.907849247887725,47.19821117089564,2.604558927170726,5.058234909822462,low,clay,11.799298372066335,48.84163689922698,moderate,maize,19.515524065952388,vegetative,24.172006174864325
+22.44949486655674,74.04691806386515,17.214210465939768,4.489025461795384,moderate,loamy,37.49914155663283,47.68660366968869,good,rice,3.8904821829963137,vegetative,5.6219501726903705
+15.296783666733983,65.34838895266341,13.296718127374694,4.824617427545446,moderate,clay,17.39109628355424,51.58996436349695,moderate,rice,18.505044898544945,vegetative,22.36872378106437
+22.5163910140186,30.763636901395238,14.21470357376116,8.43005644811008,moderate,clay,30.147824817736925,44.83474978536348,moderate,wheat,19.21785702539482,vegetative,22.39458585776343
+29.451876229620797,84.09865066621856,18.706886173153364,6.808408289831128,moderate,loamy,35.99669924574955,25.586365049081785,moderate,maize,6.269411685743209,reproductive,5.923381074828355
+24.398459385082333,62.73861709945881,18.84745743005029,9.791981864132916,low,loamy,32.46833790378284,26.35011331206299,good,wheat,8.2461436896125,seedling,7.691414300736429
+28.37181889396888,82.1176359287719,11.033046476384715,8.661249811037862,moderate,sandy,36.453446303484405,36.38970893649892,moderate,rice,8.08339182277668,vegetative,14.6412870958993
+36.91495297087547,82.96421033893468,9.90759634571961,5.886244866672329,high,loamy,32.91607772487727,51.77977286272533,moderate,wheat,19.142386186636475,vegetative,23.346844168998985
+37.81212635575921,56.69799940410531,6.707632164538202,3.939010680752607,moderate,clay,22.06076140241421,27.3146581979093,moderate,maize,3.283033083283204,maturity,5.680456151859631
+21.649351616352803,60.459599787073856,14.311432204049366,7.391272891641162,moderate,clay,9.072248705272049,48.296950066269545,good,rice,12.462462069117803,reproductive,9.20862680000025
+26.55351183174752,54.94526326053612,10.76417773959626,7.813168218495486,high,loamy,43.49053165804711,25.284629530305622,poor,rice,12.852452139770588,vegetative,14.005763980922149
+28.72860038103628,56.96620651848273,18.657501594802493,5.713407838335672,moderate,loamy,43.07036989496512,26.92626914418135,moderate,rice,14.08258290273211,reproductive,16.40032638798314
+38.72781142220617,83.70882953830366,4.772518974252106,3.8393770592855256,high,sandy,5.255557814081188,47.61829430853421,good,wheat,6.811074108408644,reproductive,7.003919713607235
+39.96543297910962,77.28864083807466,6.205053725009815,6.457906542906121,high,clay,42.83894739290082,43.92876722392305,poor,wheat,11.0595928766415,reproductive,12.866355756520704
+20.885181221038167,37.59154057893468,6.321808948399374,4.030634018875573,moderate,loamy,11.794496273360856,20.41141905493104,good,wheat,10.012539471525407,maturity,10.679740402594271
+33.17449678364538,66.61846689240576,16.11996909113414,9.5199865410435,moderate,clay,19.97881713787715,51.35106158250744,moderate,rice,9.9418944491155,vegetative,14.60888736784926
+24.45077655582988,89.75439842318053,1.9808066368430464,7.031073984269756,moderate,sandy,23.60068887664176,49.23052038189069,poor,wheat,8.678495637713148,vegetative,15.72581681684428
+15.20270492215533,65.73304207394915,9.112982419779597,4.335447693353719,moderate,loamy,35.58338819951922,49.87090451790937,good,rice,19.036520700837578,reproductive,17.932860843729596
+15.23131306089756,77.15229753558633,8.551614739460947,3.7258455066761966,low,sandy,9.15869683728733,33.517558943754594,moderate,maize,14.07264042902466,vegetative,19.16153993733355
+26.514150189056394,76.14368840287025,1.462792420275172,7.733786267080967,moderate,loamy,42.19905151460576,26.43198115477784,moderate,maize,15.921229551536952,seedling,17.183326148561473
+27.208372825108366,51.01905155233972,8.215939970886943,7.662346241934023,low,clay,47.4236503829152,52.48909027157728,good,maize,8.469686986914844,reproductive,8.857521385932213
+15.564242414336066,52.31095816223753,10.267559665679627,6.777057852068599,moderate,clay,47.87131408841029,39.41064830075452,moderate,maize,3.013292214509603,vegetative,8.059786172255677
+32.173185419357566,73.44458530742419,1.3020938500982648,6.914408201433771,moderate,sandy,9.132710068352802,56.54896990499623,good,rice,19.188048375510206,reproductive,22.413203729340715
+22.35008471487383,59.99901189629011,10.197242568893348,6.8309520226049845,low,sandy,46.372111410661134,22.69135165414989,good,wheat,17.89780411147155,reproductive,21.794852155829872
+28.997327538398736,64.23424254782327,19.184758093668023,4.880827574484138,high,sandy,30.552300366867843,58.78133081962372,moderate,maize,10.783761418642746,seedling,13.068296114141164
+22.52297682913547,72.77434742189025,19.578286463230647,9.499315280059786,moderate,loamy,37.71178531625091,28.960902133004137,poor,wheat,9.555606859102957,seedling,11.057639262209117
+19.17835787173268,76.65450162234302,10.633595571796224,5.834227714103342,moderate,loamy,46.87685179246604,29.223590371771344,good,maize,10.559601847102485,seedling,10.137972782181086
+25.179343464971883,46.29099466398428,10.30193865205918,2.162623201164718,low,loamy,34.744795546614284,21.940832468238447,moderate,maize,7.574316421264911,maturity,6.232030673575265
+20.80683411976252,38.80762556621778,5.710163328327829,4.786890739106603,moderate,loamy,25.553275055568456,58.2512679224317,moderate,rice,13.453402595332673,seedling,15.263653696019258
+28.3700244229792,47.50767880342352,19.94230943424203,3.042260629180796,low,sandy,28.630032501632925,11.985711873035685,moderate,maize,19.552371429114224,maturity,24.20462996289845
+19.970713257162,60.452299505524536,5.484583420504521,4.9070703283830674,low,loamy,35.80265655676162,33.66788155947515,good,rice,4.130950163130281,maturity,2.280336626179687
+27.71014941611568,50.52847903782235,9.058026008799128,6.866099880285861,low,sandy,47.51145055651397,28.274079655279163,moderate,maize,16.423323036257575,seedling,21.91367145976809
+18.93446287172169,64.10176553085563,0.0586811560535305,2.181315796175393,low,clay,45.04139141280841,17.963165209616502,moderate,rice,4.003954661844945,vegetative,8.32288565012117
+31.774367737144622,33.20794344753771,6.984645818182738,8.961604249822948,moderate,loamy,30.968026489219625,45.66217209447127,good,maize,17.6037328860795,reproductive,18.963942012203308
+33.8484421110356,60.58502469682603,1.4288060121764778,6.882472947745404,moderate,sandy,14.495462108506988,54.9160548504133,good,maize,5.476759001674848,seedling,10.78744104026513
+17.759855856248343,52.07909441626248,14.876495407702643,4.362975010071958,moderate,sandy,20.602810610808163,22.178462626660547,poor,maize,11.409508654800486,vegetative,19.803177887871087
+26.69506030093348,62.08000529357295,11.220289060598644,4.489641391394253,moderate,loamy,21.281337421696747,34.88275792316125,moderate,wheat,11.64657342049722,vegetative,15.643654617521603
+16.77179251637184,55.35200129309861,11.443437545753133,5.725345412129206,high,clay,18.012831529339646,38.91069821250303,good,rice,13.719913317345778,vegetative,13.569278765885803
+29.954561138550066,47.05355103825255,5.73022571799406,3.984734448014348,low,loamy,38.60355128457471,29.52444691704199,poor,maize,13.288629244194327,vegetative,18.13470996503655
+21.61010744824113,84.24647432745815,16.29792580505947,2.0347354220875697,moderate,loamy,42.61944207326004,56.07690651405604,poor,wheat,14.941161737511496,reproductive,17.09559621495846
+28.1906114209677,41.085899305281416,0.0654185066250034,2.2124595854341056,high,loamy,19.392390237942205,33.07580975478716,moderate,rice,17.426317714423494,seedling,17.11595596374991
+27.93652523460728,70.88193453483358,6.672023583283842,4.861925375776159,low,sandy,43.07566939467103,59.13901199434652,moderate,rice,3.613271293350187,maturity,9.749995737865849
+38.10885865484501,85.47868275494486,13.189949809177357,2.9937734128688662,moderate,sandy,38.04968335458468,24.76025738210636,moderate,rice,15.54755250886016,vegetative,24.57011250049157
+28.72708056421807,62.32019758112598,18.15845074833842,2.178909397176655,moderate,loamy,24.8502415835542,13.662364986932175,moderate,maize,3.8742753034383526,maturity,6.4623940291371404
+29.57496199295789,82.58450931476892,4.692319138504661,8.874154160278723,low,sandy,36.43983634598996,38.74836325215681,moderate,maize,16.49429983605843,reproductive,23.116352476113143
+25.041328144109507,37.491088705997065,10.82200103454836,4.193098509142826,low,clay,39.62022400779258,51.16700291796735,good,maize,16.485502464409112,reproductive,18.178672795212574
+38.72699007957042,59.627326215384485,10.75982841066642,6.02498061733441,moderate,clay,30.24639969214341,29.41957167412363,moderate,rice,6.246074368593007,maturity,8.440796147341596
+34.429647735990244,57.42151682885636,17.483487380873996,3.4352726735329853,moderate,clay,24.94010251744127,19.25494314923417,poor,wheat,6.557232978819177,reproductive,9.458043947491856
+22.13513225757104,30.48712842221969,1.010337791196847,2.373799777950098,moderate,loamy,9.577150111487654,46.91200005342547,good,rice,4.327525120028911,vegetative,7.568860165929877
+36.1052396444058,56.59544048156007,8.489511221414146,7.958930395908651,moderate,loamy,5.061635200376663,23.54425511317714,moderate,maize,7.0843504717598496,reproductive,11.19461242612894
+25.80990900462725,52.141785382955874,3.649313495838631,2.9996548371742677,moderate,sandy,47.17630897621887,48.48688465855996,moderate,maize,11.487903067761982,vegetative,15.987890831048553
+35.716678588339846,70.18792366647692,0.4306520059719609,2.205735219229269,moderate,clay,17.03681506001746,23.11607513128356,good,maize,9.609754439581229,vegetative,12.872158751462324
+35.572201707337555,86.29978671459111,2.9406188104096564,6.697842626107279,moderate,clay,34.83428092625679,37.864411935467615,poor,maize,6.804687656715297,seedling,10.738916280501554
+19.72175466907136,35.14746529572219,19.529413456963983,2.1077405793715966,moderate,clay,47.45125213255862,54.38385706364161,moderate,rice,13.55828047783382,vegetative,18.213129736214867
+32.52852828458943,49.64858320287739,4.296970190405358,5.4902875584825725,moderate,sandy,41.82310752705868,20.23085359000966,poor,wheat,11.887345817210408,seedling,16.120363867049978
+22.26607423266328,56.64388424365512,18.700615466716,4.3106883878225295,moderate,clay,10.516226191221849,51.03472343267197,poor,wheat,5.132471779634336,vegetative,7.868485284946327
+22.437316749816706,57.311122682063,4.105086852618833,4.555343879502023,low,loamy,41.08606027004036,23.27148359923472,moderate,maize,8.452706101503173,seedling,10.535388997000515
+22.40870192201452,76.48858325053523,18.62590454768969,2.031192344912238,low,loamy,37.68768945392053,43.033244060489295,good,wheat,18.995889643337183,vegetative,20.859275586300665
+33.139206188998706,56.60373995000645,13.092418704006288,9.714768643062364,moderate,sandy,19.82286962092543,22.18563985314328,good,maize,14.449959423167495,maturity,18.468255678938707
+20.7456510448134,31.6296780872192,2.2643715500385357,6.135704819868304,high,loamy,36.03208092578025,15.728465547181717,moderate,wheat,19.165596629742375,reproductive,18.96387664544171
+15.022645881152256,72.60624567556988,11.638303102531555,6.58009706433347,high,sandy,42.16492515424302,43.20116398110933,moderate,maize,10.748268730317116,seedling,12.284548236040465
+32.88092133706583,83.0897817087403,6.3702807508055725,7.328979879296224,moderate,loamy,18.113985899137603,39.74440975679994,good,wheat,3.345805821097311,reproductive,3.9692866944703935
+19.279618595878134,60.83428275298037,7.663063119561404,8.380174328398136,moderate,loamy,44.10631736063591,30.074177509788534,poor,rice,16.467943856637852,reproductive,18.37878400667364
+17.612059882695867,64.86651130191032,8.803419156699462,6.863272930473406,low,clay,8.546647282883402,11.8341197416889,moderate,maize,4.606812176737211,reproductive,6.514415407181901
+20.937903014851504,39.776186338142764,8.45414045060669,8.097584843946471,moderate,sandy,28.735450440406503,33.76396339454905,poor,wheat,19.022995747540158,reproductive,23.799378223494184
+24.4975130580676,43.238756680737424,13.282177809660578,5.589882354903005,moderate,clay,15.49488454072472,17.435325268719282,moderate,maize,8.210289069277483,seedling,11.530711998249076
+26.897658186830014,44.11021434747671,15.367361371815262,4.970201123235906,moderate,sandy,37.76047225407845,27.97358205219353,poor,wheat,14.200253310225875,reproductive,18.86769321859853
+16.11425101781577,55.84451849287772,6.583553784022427,8.58507125985748,high,loamy,12.868969614273627,39.30989881791095,moderate,wheat,17.386841783554324,vegetative,18.51879917400323
+39.26433331568401,85.68871325373853,18.4872792337138,8.922484193387703,low,sandy,20.36542051274356,56.967618538208775,good,maize,10.786154104652296,vegetative,17.15335135388298
+32.901576335488954,61.307086002893165,18.76932628037753,3.1024533582954703,moderate,sandy,10.73235905576216,35.56559812958986,good,maize,10.311460320670932,reproductive,13.021419734070994
+23.079851633108404,41.52585871208116,0.813808743022868,6.341281495680489,moderate,clay,41.53616325299795,19.73915136558057,moderate,rice,6.16413323716277,seedling,8.616943674236886
+22.967431432134934,45.96526415213698,0.2981757776603699,7.469139443889275,low,loamy,10.952365279606015,57.31131526656085,moderate,maize,15.377764682939889,vegetative,20.362866926247385
+26.213563734211483,53.04090178363106,8.50132660302122,2.6687898930557346,moderate,clay,37.541822269448005,11.295497840176209,good,maize,8.768732671123736,vegetative,12.201574392423408
+30.656120569075824,67.39553854156796,11.81290501975317,9.436774533942014,moderate,clay,36.82535980807552,42.141006642066216,good,rice,13.669447456999787,reproductive,14.82055690863447
+18.659326664724198,56.40198918024032,5.558094949041232,6.160878181737046,moderate,sandy,11.406577422271926,23.119605735293803,poor,maize,7.192638346546505,maturity,9.96707528722904
+19.723245344123807,53.546690650615496,5.188275021715487,7.163659338534018,low,clay,30.472298435827767,47.87550739548739,good,wheat,15.5640025481313,vegetative,18.188534862972816
+36.48586457083877,63.88371602393968,13.566676594183813,3.4259419847228294,moderate,clay,27.359569324062644,26.56115889507387,good,rice,14.839950988193891,vegetative,20.18451062042781
+21.40637309722681,44.51009969726793,12.034085693111397,4.115477519643418,high,loamy,31.7527056042114,31.43732201151335,good,maize,3.147395299757155,seedling,1.232577118606707
+24.50487494937944,34.73419635507493,3.342937499862193,2.9680097334496187,moderate,sandy,47.175243463109226,48.52083565973774,moderate,rice,4.731511704943079,vegetative,11.95358062435338
+36.78179627375293,31.46485888933333,17.690019265303178,4.111989774831111,moderate,sandy,8.624166009590834,54.89092892264473,good,wheat,4.393602625926885,seedling,10.527114827311545
+31.578695734995563,45.07554980802762,13.599521403221395,5.93917412233439,moderate,sandy,41.9226678667556,19.12767206362731,poor,maize,3.591895209530912,reproductive,9.392489986925002
+23.54279698354221,35.49552204866812,7.2515249833801665,8.669036795658371,low,loamy,43.79483578763375,24.814620653098267,poor,maize,4.014349717844993,maturity,5.836104979605628
+32.09248864311552,50.18043831124601,13.672493799823,6.269787320162908,high,clay,10.682334064815183,10.216238826003451,poor,rice,8.525460518786147,reproductive,9.23329266907435
+15.492080384535342,76.37601242158533,2.2530617353563187,3.9557087858487687,low,loamy,34.52477622616277,52.828580144722025,moderate,wheat,16.02082961494211,vegetative,19.60015155741184
+33.39106650028413,72.9776598292103,9.365122491481122,2.356968599125824,high,loamy,36.59554165501139,57.35641252573031,poor,rice,12.057847611864034,reproductive,13.59112242182324
+27.175401012905983,66.65565736728172,3.379688191191186,6.975758687256036,low,loamy,29.689982713319036,23.97228387860897,moderate,rice,4.805995434080967,maturity,4.725871238252202
+35.32955368211153,81.15001463276872,0.8286249225687325,5.361279178933184,low,sandy,27.631848123154917,29.227753530625,moderate,maize,3.8841147997447054,seedling,10.28169164652215
+38.86594130016171,46.9240574726566,6.766525405765995,9.87483093453656,moderate,sandy,19.301829175636065,31.44782525703257,poor,maize,4.768946218029957,vegetative,13.343164409976804
+38.14471373736421,83.10322518179794,3.014709669615665,8.238079083293544,moderate,loamy,36.00867138183057,30.48759328334041,good,wheat,9.349119254316127,seedling,10.04258637719382
+37.73162608638352,53.95435018015076,12.670359139076496,8.466902554186955,moderate,clay,17.84959961250327,29.643767395999998,moderate,maize,8.170875092356733,reproductive,12.835474006153714
+27.80424889834718,54.0535990959976,13.481357880354206,2.0978801830431744,high,loamy,25.70104341666968,33.79373107740844,poor,rice,15.067091681757413,reproductive,15.96127798402578
+24.00355285347345,54.32109681753129,2.973846124532067,8.222362663232456,moderate,clay,43.58161252926642,17.689179516850903,moderate,maize,13.633353661113471,vegetative,16.182619146696037
+26.62588311826682,35.885661974458884,0.4922601120685255,3.5569064854039425,low,clay,9.02930058978158,12.884000088298375,poor,wheat,17.90419581380187,vegetative,22.94739154099865
+32.24740008283402,88.52942989986335,15.856211232703208,6.686366978306447,moderate,loamy,28.77666156360141,46.176325358844224,good,maize,19.12155547640971,vegetative,23.1310194405905
+37.09994442177967,38.31040666950955,0.0411404145712457,5.579372578525749,moderate,loamy,26.873332723445,52.32830050983969,moderate,rice,3.0245350309783685,vegetative,7.578291377527144
+20.17465757500299,50.45314346815107,6.878261783675774,6.572830804621439,moderate,sandy,22.03166291391285,50.50963895825731,poor,rice,6.878387477275696,seedling,11.607320770535804
+37.954828961542574,49.15801921960543,9.891665960913397,3.0675482353839696,low,clay,31.88883617772309,41.33132432506821,moderate,rice,4.325759038681969,seedling,7.546967196201928
+35.37950579924723,34.480765969002576,16.372843770768657,5.655133451289171,moderate,clay,5.703192576790544,58.44056186176628,moderate,rice,8.212276457095353,seedling,11.421941168729573
+39.471400379455865,39.1356078067126,16.771172854922813,2.295557487613305,moderate,clay,27.16113087275881,10.0771555976599,moderate,rice,13.154217917904884,seedling,16.3910972854236
+37.006294332042174,32.69150017112315,14.49878881220911,2.3279947852770464,moderate,sandy,26.85607431942917,25.977115607601934,moderate,wheat,7.528226979376613,reproductive,13.45987246815009
+21.998433242297665,47.5442696136308,4.943952450797957,7.261905046192559,moderate,clay,28.225053123903844,25.50080555699668,good,maize,6.228132222051803,seedling,7.072682468879127
+17.648897783601193,81.99941544173439,14.403738686383416,9.613586987777438,low,loamy,14.559811534271091,27.48364736211757,moderate,rice,9.575126939961752,vegetative,12.633682549556688
+17.806026799789716,50.36653234424307,4.930783957538834,8.219143349638266,high,sandy,14.34184252569239,49.99948019721237,moderate,rice,3.299378199205026,reproductive,6.3499158125108845
+22.280582964456904,37.42150992404275,4.292163834634033,5.7532462445678165,low,loamy,34.124115121807606,27.57482872681387,good,maize,19.545278456096423,seedling,20.973533409425396
+30.35459309961348,68.74163210303507,10.942559084610648,2.446965920738984,moderate,sandy,9.172737765048826,36.35417911002573,moderate,rice,19.44005322081342,vegetative,25.0
+35.10800815242931,89.79605472329463,13.577088876681252,2.3601611956568336,moderate,clay,18.76646851599901,40.69699266940188,moderate,wheat,5.283401446845884,vegetative,9.136126574339611
+37.48125767453912,43.939427371915656,1.061035318233612,3.2631380888644648,moderate,clay,42.38671669410144,52.26916206149607,moderate,rice,6.218651367306381,maturity,10.83548820325936
+30.593834609230814,46.77426032223417,1.2004520224921689,9.806484031472213,low,clay,9.669369686594674,40.79307885694956,moderate,wheat,12.612241323574958,seedling,15.664934876534396
+15.140782818701345,88.31082325684731,15.683413736335796,5.189288531529305,high,loamy,26.062969520870475,29.065324650150966,moderate,rice,8.24916067492508,vegetative,9.066484589524602
+19.657919412963334,40.72657725302923,17.189945019309597,8.747258334981161,moderate,loamy,35.08838365075387,44.73710777030385,moderate,maize,3.2070594863047504,reproductive,5.093371622017025
+17.4931550963342,60.67284404754983,12.08881832683788,7.641139511588776,low,clay,11.373996247145865,35.776778933693166,moderate,rice,3.919572320132751,reproductive,4.9299012484918725
+24.08311188922525,44.37912798096569,8.57656019413772,6.84342927372853,moderate,loamy,19.06082888209226,36.42011171189405,moderate,wheat,14.44480358800103,vegetative,16.811458961154838
+27.53377484084365,85.94111387407463,16.906329591983717,9.582608893229931,moderate,clay,30.144028135920223,26.75762683748196,moderate,wheat,6.574241058227949,vegetative,11.29719636440947
+16.08492946446402,88.89126087457764,14.576340655506604,3.843292564952176,moderate,sandy,19.72525347035344,10.080375910390062,good,maize,12.150794605711392,seedling,14.952896304910588
+23.711949394891384,78.88187076720092,11.591883968625371,5.639117299753229,high,sandy,9.947200006300006,27.792347383504207,good,wheat,7.701082492959938,vegetative,11.094428093767307
+19.479491865633065,48.88702894876863,6.395142438975268,8.917783725396763,moderate,loamy,15.458286294112954,25.135896465673543,poor,rice,11.923785148065395,vegetative,13.914379969477626
+31.176754156471848,54.2092485168303,3.959901233136325,6.41409046113795,moderate,clay,9.923690525674845,15.016951709532693,good,wheat,19.981791455282718,seedling,21.2330590184448
+26.6068092331085,44.53834101998528,8.373460785430314,3.971561117008888,moderate,clay,49.26000708706109,19.931809895740543,good,maize,14.741668052991663,seedling,15.90735324728384
+27.38294117334772,83.4454780205395,5.736451519204231,3.6713313347382144,moderate,loamy,15.604187171588007,59.04450390644078,moderate,rice,8.892977236114806,reproductive,12.656899083419896
+25.692294700836527,84.8734966612895,6.785171754689219,8.023048008338408,moderate,sandy,28.87492867836712,23.99084764205533,moderate,wheat,19.409892945573297,vegetative,25.0
+38.90049276216418,55.132239734762834,10.312621106240648,2.10231115401671,moderate,sandy,24.2834859485777,35.90790172749543,good,rice,3.5880501202027437,maturity,6.682189105801634
+20.36837812803908,69.39198419418011,3.381879139032196,9.313536619223065,high,loamy,30.62811183871979,37.46663081351287,good,wheat,5.90427924180241,seedling,4.264777600237226
+27.916606496096858,39.93319078648163,16.12353360147651,2.147343904921624,moderate,clay,27.41410003940608,38.001502819638105,moderate,rice,11.474722195052848,reproductive,15.042999970922253
+33.400434209133394,56.09615402180454,2.9105892342953488,7.047912375045633,moderate,clay,37.722282830080346,12.366406756008873,good,rice,7.966019878628723,reproductive,8.915923488675372
+28.921110328364065,67.88994640040985,9.619872788419048,6.837983691536058,moderate,sandy,44.28562536716844,48.5731091371176,poor,wheat,15.238845050522714,reproductive,18.9101983778404
+38.22552214292003,53.12418711108117,14.919426761608731,6.627289208438248,moderate,loamy,17.838472428035104,46.51725121369336,moderate,maize,3.582671891815798,reproductive,8.748676510466288
+24.449208891032104,51.4559715411876,9.700414153791924,5.794744406934044,moderate,sandy,13.262304448594216,58.859606828470646,good,rice,7.65781626812664,seedling,11.209660403758932
+26.59189514432945,30.05993953601656,7.220441271772775,8.819442661508889,high,sandy,49.29529314564055,19.23456312928825,moderate,maize,17.54483129594584,vegetative,22.36672879750633
+17.21305788036821,78.25760782662684,9.49782611645502,7.274662962323874,low,sandy,43.97326069708838,37.68956525635533,moderate,rice,9.834481661322602,reproductive,14.571445960014657
+30.22497777629821,83.3602567212869,16.97341397748281,8.254898251995147,moderate,clay,21.376322883332715,50.19151134620515,poor,rice,6.45103987827207,vegetative,9.707480824424408
+22.20529921120265,88.16781177274993,19.808633965679157,2.9241744478335185,moderate,loamy,45.26540629578406,16.21730102113049,good,maize,11.816929420458868,vegetative,12.717969578795287
+19.007725987889224,73.15628310415293,12.622865785788711,2.399189099659539,moderate,sandy,35.17458401088564,49.47853839800282,good,wheat,9.22775605781231,seedling,11.516396956810842
+28.613282322612704,62.92753874219307,15.868880852974014,2.228228071438229,moderate,sandy,24.683928800483216,23.498164197035955,moderate,wheat,7.802228969473795,reproductive,13.27363660271356
+28.307756584497767,46.157071188522565,0.2897737231857733,3.177647883788742,low,clay,44.30398783757232,24.04230379866371,poor,maize,17.425062128300603,reproductive,19.18613531594379
+16.89679103060119,89.9579685578099,17.607288190491452,7.336063122035326,moderate,loamy,35.387722338493894,57.279777753426615,moderate,maize,17.474622320749262,vegetative,20.824376587126554
+32.455386337361816,65.38517127192634,19.08099519855836,5.952174045929366,high,sandy,42.19030502857789,25.693654529483737,moderate,rice,10.113598076857208,maturity,14.396380126993696
+30.59430476627132,70.86924433982676,11.50338683515141,8.018018049296568,moderate,clay,23.79918843735366,39.21187059379477,moderate,wheat,13.266550741207425,vegetative,17.590926415617528
+19.72543206866243,70.94436971731906,15.076097241204396,3.53384269393686,moderate,loamy,40.942195375272,32.004647664221935,good,maize,15.218599221399892,vegetative,16.78350051039769
+26.735871553851094,80.71510774543088,10.254894859201498,4.935704335763693,high,loamy,21.51171226373266,13.90796636266439,poor,rice,14.967121241274867,vegetative,17.680356179570417
+33.008072911964,30.580352330815156,5.724074809111794,9.10798038839636,moderate,loamy,38.07855889253226,57.52412805929456,moderate,rice,8.65639986515572,reproductive,12.24697461013912
+28.235893513531916,43.21481642588231,17.044959439660257,9.485716368228267,moderate,sandy,24.59887438308116,20.6862619984632,moderate,rice,14.24006682233198,vegetative,20.56038136541813
+24.88722690458925,69.93204001020084,11.936734239918836,9.373833239913374,moderate,clay,23.233757216798526,23.384726339985058,poor,rice,18.61044120606723,vegetative,23.62200542365954
+23.058461452023597,83.70874420947408,11.58766167582814,8.546440353606101,moderate,sandy,40.84848269921873,28.862327791760443,poor,maize,3.94206585137496,maturity,9.181789780091322
+30.25984666610134,71.12032691528137,13.182644076824127,7.505887028783135,low,loamy,10.626655169476749,34.92679971052381,moderate,wheat,4.241401565873719,vegetative,8.01917537834716
+38.477717457756015,54.8094774896208,17.120063316576967,9.30942315221971,high,sandy,46.769405967076686,17.214285803310005,poor,maize,17.492748901703614,seedling,20.15018984910276
+31.793621011937084,51.693329752215696,14.638122515419289,7.713452734661113,low,sandy,27.890632953778173,41.49682945086116,moderate,wheat,13.24139819230422,vegetative,21.193546276828368
+16.868647590907887,74.27688049699923,4.222483884314904,9.63148998980395,moderate,clay,33.623347943346104,35.73512467382107,moderate,maize,3.462619581577031,vegetative,6.634650663880033
+26.517124337053342,74.4742618282316,9.33647088814639,2.198306656295108,moderate,loamy,23.236767178697946,25.15051637647184,moderate,wheat,16.02212753811599,seedling,18.1934426366778
+37.27060328776569,66.42347955034143,19.605966639724123,9.373136687156617,high,loamy,34.06435922656699,44.63259012562715,good,wheat,4.807852622055243,reproductive,5.75112001005582
+17.361560645027172,47.48802144584022,11.091214275255492,6.445924289114998,low,sandy,36.9433152414441,35.70400710462858,good,rice,17.27289142200363,vegetative,22.005108601051653
+39.72189280343858,85.50928910343262,18.764907069415973,2.894382014563666,moderate,sandy,44.08148009736525,52.03428180386254,good,rice,11.210741717826616,seedling,16.214349435715246
+38.72673484113553,63.11279652711835,16.26738972626112,3.7192901578983575,moderate,sandy,43.44704215643336,52.770239785163554,good,maize,7.953890259848035,vegetative,15.25806975267882
+16.956862018246895,77.42954137489983,13.320468836175175,8.81727427131931,moderate,sandy,21.10166150181784,59.00533486255674,moderate,maize,13.49915194843815,vegetative,18.975616127635583
+38.33533301123887,42.8584957297099,6.987304053195105,6.048935638772128,high,loamy,32.71337919378969,13.36678789144284,moderate,maize,5.956038527754725,reproductive,8.138558732801876
+24.07831475648656,50.64244731688368,6.08638695050878,9.862541787961892,low,loamy,40.125978427683975,30.25893202177685,moderate,maize,12.1428734455478,vegetative,17.40500069935197
+36.11772917689656,82.47477098324055,12.868421305951758,2.9402488760397683,moderate,loamy,39.41885705458471,35.075948707547184,good,rice,11.329881127120531,maturity,12.202642336239776
+25.459583442831786,33.0064217963981,8.651224816928217,5.300027711201033,low,loamy,45.09191520030033,21.69049329255109,moderate,wheat,7.084000614929345,reproductive,7.473939962996713
+26.021377817562897,60.73891867539973,15.975072456334544,4.654995544646081,moderate,clay,42.43745927887312,56.10175952709543,good,maize,14.351855951757535,reproductive,14.053816730055305
+30.856077274438565,58.90232879064054,15.209134790803915,6.129083488519374,low,loamy,37.30351667995297,14.406419233147693,moderate,wheat,8.956034980661173,reproductive,11.518187500742986
+34.36193548189958,75.07381133448493,6.242609734770285,7.067502550957748,high,loamy,38.69848557115373,31.425304734530247,poor,maize,17.458526836338756,reproductive,16.569154833216814
+15.844728773706215,46.913626235959946,14.05457566123524,7.293035755053236,low,clay,41.33496903896791,19.259536066343028,good,wheat,4.419555219695532,vegetative,5.5131814038402105
+29.82889988817836,43.14400931157597,9.89100380194368,2.0103670392942243,moderate,loamy,42.70498297935644,44.10694054168251,moderate,wheat,16.092521564540778,vegetative,20.67580638439241
+19.668324852434274,85.56797032639403,6.465842016279941,2.7116834702525434,low,loamy,20.87010629315589,45.24961655702088,moderate,maize,10.442219627796486,vegetative,14.195065527334933
+23.648737946580077,64.30257911750789,8.2593318552928,2.280510669247615,moderate,loamy,40.18148302262887,53.62570077365838,good,wheat,8.302000803347077,vegetative,11.507595175585562
+23.699216653880413,36.28137409701927,17.90703734424524,8.916793171186217,moderate,sandy,47.71440438383292,30.448528258373745,good,maize,18.96096251207898,reproductive,22.81980836897505
+26.72650850552884,41.58216973285926,7.1903538424508096,4.506338025277245,low,sandy,15.483352472201023,48.7555188995921,moderate,rice,6.400048851796742,vegetative,13.485924641021452
+23.353410296904336,89.9295635708549,5.74798546638916,4.936507535010914,low,loamy,7.170573127934103,37.47902839689439,good,wheat,10.193370753248876,vegetative,11.726022061675836
+17.684027961266693,41.73653977513155,7.036144414202756,5.602969991573541,low,clay,8.257833115673447,50.61354549957436,good,rice,10.88965543466442,seedling,10.685853203782772
+18.640718463136285,66.62853068122072,4.2923687241738335,8.794435178028607,low,loamy,14.75231811681991,14.268949561435964,poor,rice,8.058603777303732,seedling,10.05816038798602
+15.835949639027442,55.20768473973709,10.892699747926573,2.1133300876970798,low,loamy,46.39056649746782,33.1723826695988,good,rice,4.513047712838395,maturity,4.575518478762064
+26.756227133218857,83.13594569099013,2.9487287264506445,2.948946195038803,moderate,loamy,10.705823774757263,17.52802961401612,moderate,rice,18.38776981178189,maturity,20.26099211170587
+38.86119237132471,75.31011553771967,16.348875728738328,7.481304977127203,moderate,sandy,38.64213699601183,49.517774227073,moderate,wheat,18.19745095482751,seedling,25.0
+17.891880591202913,65.81708377570895,4.511604944912522,9.711140181660776,moderate,clay,44.01697240035071,17.633569268447605,good,maize,13.691131069273853,reproductive,12.994176260761146
+38.65661232507705,30.64433890787895,11.961100550792914,7.142291370376061,low,loamy,44.48844598476904,10.403018525464187,poor,maize,8.514389080128886,vegetative,15.163225693330064
+33.33403786830234,82.78771244960757,2.5005099783978717,4.088987747740186,low,clay,23.75368632100512,56.47618699758653,moderate,rice,13.675707306318955,vegetative,17.741352168152456
+30.93747007335408,56.680048250322976,19.569062964286527,6.1589154302929385,moderate,loamy,27.28677807420387,34.22991580948282,poor,maize,19.39505060823541,vegetative,22.81260514962681
+31.131943883089072,85.89465918111459,9.091509177872943,9.799843804651474,moderate,loamy,19.546198504898847,59.25954439629872,poor,rice,18.017779242332907,reproductive,20.34716751048835
+35.66819120990705,59.73234077125207,16.443426815176288,6.224612372542327,low,sandy,11.630497544456478,32.6498617180485,moderate,maize,5.814746487550501,reproductive,9.97833422811296
+17.672996609495534,71.65346935096353,15.372956712999674,4.988061037825619,moderate,sandy,14.54770736930369,39.53963183403246,moderate,wheat,16.875349904497163,vegetative,22.63226479957745
+27.61885808913854,34.157558967998526,14.273860942913576,5.0674044387097625,low,loamy,11.065331393240118,47.20876479386915,moderate,maize,16.561959046875526,vegetative,21.788303999365016
+32.42727845651896,74.70909921160714,16.547297424092196,9.736268068733846,low,sandy,23.33850206752741,24.0399169137683,moderate,rice,18.593326215851484,vegetative,25.0
+29.67051112683909,50.27976187871538,2.009272173194117,7.7513322138536465,moderate,clay,12.66555125294892,16.64281994308932,moderate,rice,3.8078542136171007,maturity,7.610902311242658
+35.819476775582366,51.08154085990685,13.569943949439242,7.497382844976378,low,loamy,23.15303431912596,43.05647565255122,poor,rice,16.03036757585395,seedling,18.3974580429694
+16.80679272528379,37.11935068256339,5.316544705475623,3.8564345735259744,high,clay,43.30351079329999,35.53434049451265,good,rice,12.283846824843602,reproductive,9.024950633245188
+32.26752598747915,38.81142891841213,15.717433281331797,6.475877102108595,high,loamy,34.4532032679673,51.34005826130983,good,maize,12.150740124563413,vegetative,14.144658638566431
+28.35069325961794,41.14554337237261,19.137375196957777,4.853961588178508,moderate,clay,34.82383010430402,12.253439626816569,moderate,rice,8.938424656844083,reproductive,10.617317923071065
+24.479021599498587,49.69237011428534,18.02979059685392,3.921612206831599,moderate,loamy,41.53397347793881,37.23850535512113,moderate,rice,16.357813930101713,vegetative,20.525395557430123
+23.50687455585077,83.51819476653633,2.299044449473322,9.164418288112836,low,sandy,6.853707828813706,19.28779473216226,moderate,wheat,10.202418372771392,seedling,13.692577941645402
+30.520815819354823,52.09561429380483,7.391048413456421,5.065246470100908,moderate,sandy,40.75299026496741,40.865872234936106,good,wheat,9.08455148114749,reproductive,12.661346081465007
+37.27488436610662,73.46176239379311,7.286455143951995,4.262297299771182,moderate,loamy,13.83569789635743,48.02198852311262,good,rice,19.325784551063407,seedling,20.32508678573129
+27.40439815252788,34.96485023339228,2.4459253271906123,9.453763172866944,high,sandy,20.566710707125655,23.1505095962804,poor,wheat,10.869001728301695,reproductive,14.246125562212516
+35.618079101923,65.46592795631955,1.962521066936549,3.578771171649003,low,sandy,18.861927059930835,34.08943399957994,good,wheat,16.472920908559892,vegetative,22.765826644912504
+25.053909546099188,58.91347387622638,7.697802699383633,7.964038277732182,moderate,loamy,9.754499655735616,31.01020831296517,poor,maize,5.365920311490124,reproductive,7.503986452971319
+17.559861569829415,88.67747681727027,19.841431009930226,7.221977155714102,moderate,loamy,12.816946443547504,47.74354043055427,moderate,rice,15.580904312273445,vegetative,18.67371780701149
+16.537643411465965,80.77246619273778,11.378853021325504,9.363875426978284,high,loamy,48.03562386019272,39.99338931016421,moderate,wheat,14.407524470458974,reproductive,13.726500896105192
+16.28335928309194,57.28978634631898,12.435632572085124,8.656377100538226,moderate,sandy,32.01225155594638,16.035369962796146,moderate,wheat,11.68538514242359,reproductive,15.40144240769197
+24.50375354894175,76.50856584272033,9.420378200373648,7.642361743517132,moderate,sandy,26.328729258251307,58.837405572430974,moderate,maize,5.336454615460901,seedling,10.509221277694724
+23.43094377089605,41.58232447762665,13.246611046080456,4.516573285576765,high,clay,39.100765213607765,55.61687546155131,moderate,rice,5.049865535276663,reproductive,6.0082359694975525
+32.94842559056424,63.740179643506686,19.13324161489539,5.964552090164394,low,clay,41.61827190700748,38.936000650239336,poor,rice,14.49670445811635,vegetative,17.99082805291575
+33.57053753962165,34.47714333412249,11.773959072287836,9.55596609077744,low,sandy,9.9618284257496,48.87384553057532,good,wheat,17.54871050304937,vegetative,23.065203680064734
+16.271349220843497,50.88534193510098,1.3007691944238653,2.185621044651948,moderate,sandy,38.34074369588471,10.998524512466748,poor,wheat,12.641594370011198,reproductive,17.465685129495483
+20.52808157222537,43.551730897330216,9.857811383363972,8.354654590560312,moderate,loamy,46.9578442319694,20.074591207655704,moderate,wheat,10.834865269411177,vegetative,15.241791699349765
+21.856546253972493,73.13458891951265,19.855025465039024,4.014482803631035,low,loamy,31.34462367961357,48.39315141608097,good,wheat,11.840259070732918,reproductive,11.468273206649808
+28.690299603570235,59.40544147286168,7.748054411885265,3.4801355463503336,low,sandy,32.63706281695987,15.309400681144703,good,rice,5.661596451292217,vegetative,12.039746542157989
+18.61288059767376,75.06422873088063,11.877624744289443,3.857796915378557,low,loamy,44.16832805460386,12.13633385368574,good,wheat,3.88413734625297,reproductive,3.111873021505501
+18.34853048500001,60.917726257886734,2.13273526857634,2.478007931974777,moderate,sandy,35.57671517263387,40.78579575538988,moderate,rice,17.093874589712122,reproductive,21.29872533523593
+38.59472223019896,35.18906652909831,2.823609974731338,9.935838594289343,moderate,loamy,49.78703802482075,11.712089714155429,moderate,wheat,17.389093028346046,vegetative,22.874994411612604
+35.10507268244453,74.1220589839516,17.49362906307925,8.95895314580116,high,loamy,17.721213621039638,19.155692024238792,good,wheat,15.804839227145198,reproductive,15.193574870322594
+19.516372552279257,79.99375583926835,6.00689256503223,6.168447749057819,moderate,clay,43.04662600704529,13.999095971882928,moderate,maize,16.117750263295548,vegetative,20.65825275736288
+25.16419519763728,84.21187355476755,6.109025467091859,7.720825428456735,moderate,clay,32.558414939473266,36.71357907790809,moderate,rice,6.637027894881743,reproductive,10.790858844746046
+23.890549981439136,64.3195167184025,7.744259920046563,6.452762903388061,moderate,sandy,21.45809932636868,43.84671218836788,moderate,rice,4.848305060509913,vegetative,10.226805953592358
+34.775101851635185,75.21512153996972,19.32957345809045,8.492631555606659,moderate,loamy,44.7376851765904,19.165459715262536,poor,maize,5.719879342834655,seedling,7.878217042783757
+27.75532291195305,75.12266021295763,1.6878099207375286,8.75812153245609,moderate,sandy,49.83108152494993,33.437881082970534,moderate,rice,13.857686565791123,vegetative,20.18785177123459
+18.19624342483668,39.34498558793666,16.375282051026698,3.86232342522561,low,loamy,7.603221597146094,11.008553667773564,good,wheat,9.75454792681376,reproductive,11.059507826547048
+33.474801578906096,39.853241247574246,6.831157529319729,5.677982165201966,high,clay,46.6485240499832,23.233018144520607,moderate,rice,3.2676965108150644,vegetative,7.406374619434931
+24.922199455622973,34.253130348547565,16.989360519709496,7.078781873516568,high,sandy,14.139995118233896,18.980217587000222,moderate,wheat,19.15758426214321,reproductive,23.198207302823985
+21.57310619080368,49.19481810841809,19.83511299009085,9.8275266448662,moderate,loamy,14.23346098579246,18.29821794578785,moderate,wheat,6.914983613187922,vegetative,10.186564275122418
+24.387465550518,58.41051526446387,6.9733482042349575,7.461515032769317,high,loamy,6.879024137192254,21.250999052876416,moderate,wheat,3.0729128188409773,vegetative,5.140197260324877
+27.44391409017241,89.87387116525301,2.587127324247105,9.181080085953258,moderate,sandy,46.49844802647465,50.267203264930814,moderate,rice,9.529081058745811,reproductive,12.786452559869476
+23.57788791042524,55.85960052409017,2.887509959658565,8.768896407896701,moderate,clay,39.17291175267672,57.48752970242045,moderate,rice,6.620953672987927,vegetative,11.150641907200413
+21.047644314793946,73.57455531044225,15.17481781898372,6.656504509428513,moderate,clay,7.405213424268206,45.30261474525002,moderate,wheat,9.273595196818665,reproductive,11.0337296016453
+24.962550720099507,71.60382157635208,2.8984310467627306,9.149242880495112,moderate,loamy,33.50908442309296,13.612775117103306,good,maize,18.952058669848213,vegetative,20.769106958167185
+15.479322768747457,42.26891701503477,5.2084313706927325,5.019373822601875,moderate,sandy,10.406049773829231,41.40819061169954,moderate,wheat,13.55723150350388,vegetative,20.46284824473186
+34.312446152407844,33.510429086966184,4.087966873241595,5.034268243586491,moderate,loamy,38.8132349653494,46.70576679107464,moderate,rice,13.977795377358603,maturity,16.87376745699183
+19.273622339189643,62.76040509201525,7.1135712806196505,8.247725145941352,moderate,sandy,23.407422932949377,15.556266187517366,moderate,wheat,18.02109470703064,seedling,20.471368544395908
+16.09761534076593,72.01833553886857,1.4873315029937495,3.076349325080088,low,sandy,7.329957513333332,24.71613867035001,poor,wheat,4.930455221699396,vegetative,12.097948441692497
+31.34246732262698,89.89510741117536,17.13484964814516,4.446601739667352,low,loamy,42.32333520719301,31.419066091175377,moderate,rice,4.702648513207208,seedling,8.67142427871276
+34.348403220591806,51.51666313687024,17.20292623601987,6.868579606986739,high,sandy,30.75859736390249,25.536199498232985,good,wheat,17.540065514687754,seedling,18.593695745005324
+35.34572828982108,83.7818737248658,8.258657969653795,5.360524790935589,moderate,loamy,39.77906803864808,35.915919532952955,moderate,rice,5.706297177646484,seedling,8.670099452928337
+27.337729566515,52.91594735215119,12.241751380469506,9.525789679105827,low,sandy,35.353888298011974,16.546009974788664,moderate,rice,15.478478397273772,reproductive,22.174058404534296
+20.134204617249637,71.36470250583076,12.839031418086094,9.668048556953092,moderate,loamy,24.547827861729203,32.2374701602697,moderate,rice,6.551364539959531,vegetative,8.528688368063259
+33.43069193124567,65.89517583102312,14.985162306918577,6.020650470510313,low,loamy,36.43999067907774,46.66401211413479,good,maize,11.0748692571061,vegetative,12.137709594589774
+32.49282692885843,33.17872759815582,10.413801750881024,6.3124951229254505,low,loamy,5.66390574111017,33.046662148223206,good,maize,9.551692002934798,vegetative,12.732679514130762
+21.15676835257933,34.70330561821551,10.20672090883372,7.797016734590169,high,clay,20.28819015419109,20.52174548370809,good,rice,4.7602888430282775,reproductive,3.1179610219257894
+37.58519389656982,31.24584538346766,12.626075546564216,5.658119401873388,high,clay,40.00340282121174,50.10562695211279,moderate,wheat,14.413342762369616,reproductive,17.146917630596896
+17.609286452070727,52.25004507563937,14.060967913397551,3.5207877435238144,low,clay,39.337785806616296,29.719779224078472,moderate,rice,17.530399492476022,reproductive,21.051852287721424
+39.56720598978314,74.74806292596065,6.933807540585035,7.975753348983446,high,loamy,44.9334215244344,31.25462002903748,poor,maize,4.689681735041861,maturity,6.573379032838833
+36.50619527443661,40.36532363944336,6.607409465376302,7.902287114823986,high,sandy,32.49704841611934,27.881175974437184,good,wheat,9.07878512086489,vegetative,12.078465957372444
+32.19746613697688,66.35117810303375,5.394368081918184,3.959848827134236,moderate,clay,47.39885609423917,24.486581704603545,poor,rice,3.481961423087565,reproductive,6.490926589478583
+38.46874720699582,47.32966680186468,10.97693110625497,8.66333215824806,moderate,loamy,30.097049297721213,40.09739665425688,moderate,maize,7.010579909435631,reproductive,10.243194305402664
+33.0577792080927,77.81955743874433,7.203113791115447,6.909193571361286,low,clay,27.520430301841078,19.39036495682876,good,rice,7.426240512454239,reproductive,9.410996172578738
+19.76142492575115,77.90376894017945,10.806265354152638,3.890412882522924,low,clay,13.8747474032322,48.46148468876434,moderate,rice,16.890706773022366,vegetative,18.19736297175748
+26.053903452820293,76.52487089798541,8.119695316538431,7.216313153349634,moderate,loamy,40.047638862860296,34.08497480957176,moderate,rice,15.78638894035881,reproductive,18.55275899665906
+16.787575608290883,61.4900108280826,16.734683651053217,3.868876210324486,high,loamy,36.142571969195146,54.17937483036182,good,wheat,17.135514426497608,vegetative,18.28204330057716
+24.741435557202884,47.074002604791104,1.4626047949092147,4.121863632640142,moderate,sandy,25.73423080976488,56.94454223049615,moderate,rice,4.368225493732387,vegetative,11.592621837036043
+33.540075493430216,78.56664263271807,11.444211872093494,8.784074454425248,low,loamy,8.919893664714884,29.148648975065548,moderate,wheat,5.263277980907952,vegetative,10.999646397963843
+24.661083773270438,41.16603371635449,11.512475011743955,9.435932553918551,low,sandy,10.656607135304505,17.941160587389785,poor,maize,8.168882562804498,reproductive,14.007745759278306
+23.257354386703355,47.38557612171936,7.674346210773997,4.055061266865689,moderate,loamy,10.150753817940174,35.263003222390324,moderate,maize,15.654064870665332,vegetative,17.345060479134208
+29.8838930627578,41.0368623696373,8.420417891262863,9.424408296681486,moderate,sandy,21.901968864013824,23.5225888024732,moderate,maize,3.425447990560649,vegetative,11.16658440633946
+36.80511322497237,70.45260962325887,16.00262721765857,3.910390772018828,low,sandy,12.153990832106093,31.326147701833868,good,maize,5.528995527535686,vegetative,12.34217923741398
+16.18957981365281,71.17416168694908,5.613474205206696,2.938138924340685,moderate,loamy,43.737894466844295,28.87214361219032,moderate,rice,11.46006227285889,vegetative,13.304288223964996
+24.636760867493383,69.15059956720518,17.42807582852326,2.4657910245700894,moderate,clay,45.47057542171993,32.52360742695302,moderate,rice,3.4080587397406927,vegetative,7.49506250573881
+18.956018545381568,54.93608801188008,17.926866082693866,3.9369059266610655,low,clay,43.554607908156086,34.92827962627303,good,rice,4.760620237103886,reproductive,2.9623305667537965
+32.38385626829674,36.01026043208599,13.012386088043918,5.081972325417882,low,clay,32.3984722295897,41.37144465938171,moderate,rice,8.418383890583467,reproductive,11.319853000925612
+17.643114010778373,84.67017507090128,15.457154274161969,9.420387040874438,low,loamy,31.835992931451862,10.190698480331807,moderate,maize,7.066981216459856,maturity,8.430213693068819
+31.620193964506115,60.46385784073429,12.258950567089768,3.9372639976482295,high,sandy,45.09158389141225,22.821018743578342,good,wheat,9.13569984977942,reproductive,13.635812417352764
+22.154521769947685,54.41833169466549,10.505182274931832,4.923722759607147,moderate,sandy,23.283867229871248,18.512710578101547,good,maize,15.847668779467275,vegetative,20.11521409454017
+19.972920343430616,65.3294935948976,19.33355508500459,7.873246997948576,moderate,clay,7.8054943635898,45.52233298330722,good,rice,6.694085270723585,vegetative,9.277905051707206
+38.40881394562463,41.56742614914635,5.653099284549283,4.416592703898252,moderate,sandy,26.16769207018256,51.616358896440495,moderate,rice,13.638560003222931,vegetative,20.84625001541841
+15.463114418648896,37.95292674629246,3.0830189328622426,7.474945213436644,moderate,loamy,29.91697081839728,46.28782287542572,moderate,maize,17.975007361215546,vegetative,22.290399936579234
+25.944431797239226,54.33151328747661,5.749707262850306,5.456622553988019,low,loamy,29.72534652410805,58.73319062162899,good,maize,8.178222009991263,maturity,8.677928612187664
+15.540674811544845,43.63324164599463,12.292512167588905,3.5715596212733782,moderate,loamy,12.155183577998738,13.862376481568786,poor,wheat,3.8402002729706175,seedling,5.530448271669765
+27.089826202608226,44.65741767222987,3.7036687620228737,7.872471207753088,moderate,clay,40.25358379978641,33.23771185750596,moderate,rice,13.732373434897642,reproductive,15.089445230157205
+27.52618444486045,83.55068926671177,18.176280864526284,2.216310666853473,low,clay,37.9385109172062,54.96851356047644,moderate,rice,15.18347129730098,reproductive,17.63894022634792
+23.04156178486868,61.84555063114949,8.220488013307854,4.338678600583831,low,sandy,15.343382017886222,25.95441823834579,good,rice,11.101012704448449,maturity,13.695722138522283
+18.304044438125597,59.008143859401066,16.99925756583687,4.8494523133470295,moderate,loamy,29.80531758772319,50.1158553801037,good,maize,10.27667269019517,maturity,9.89059703434284
+24.409688443361883,71.36877562371583,4.984730890576334,5.665746039901088,moderate,clay,40.56476939090832,38.087033504141445,moderate,rice,15.687397288289748,maturity,16.30413991044485
+31.80657349831415,87.09288682060438,6.263367101654951,7.438953855809115,low,clay,5.345808033837977,58.92783363547368,poor,wheat,10.079998184225843,maturity,12.035013057401551
+34.55989521611148,36.731913868233846,1.1844679434499317,5.675239953488295,moderate,sandy,17.38196630557485,28.55109761239124,good,maize,3.0807570997166294,vegetative,9.944248375203994
+28.26876505970356,80.01207402655544,5.155353843711479,6.75459289828973,high,loamy,26.241704048901852,30.858362904661988,poor,wheat,18.12779236142189,vegetative,20.136419034794184
+29.74585986099389,65.04115079207075,9.806276379266029,6.766232627342538,low,clay,43.02642201008256,18.190324964381052,poor,wheat,7.304542318223475,seedling,10.865815502108632
+20.01540927811632,38.76992122871023,18.922738354464844,4.986173199168062,moderate,sandy,40.95352714417556,17.982006593754104,good,maize,13.34346798755053,reproductive,15.880370725580104
+22.18325833069124,47.82895912133949,7.778059477829964,9.471770126037589,moderate,clay,11.794663577653663,53.05011485242028,good,wheat,12.430708015722908,vegetative,16.267743392041478
+19.04739025130896,58.94168498788437,12.794877589666918,9.64683064701154,low,loamy,25.82338521854884,30.36475628776256,moderate,wheat,11.72512309427304,reproductive,12.699278535596582
+21.23238375011528,71.47062867464538,8.554202349375759,6.654807072755727,moderate,sandy,18.708651912817707,41.02327665881074,moderate,rice,7.188946327795011,seedling,13.229203025001208
+20.622169505638293,44.55642101720713,0.9358370153588248,2.5735270423634558,high,clay,23.064514680601363,47.61261228618344,good,wheat,15.584661942399585,seedling,14.033420745589144
+27.98621965978094,62.092728928055394,10.070652517934054,5.929020514047486,high,sandy,29.32811653088033,31.91216180409747,poor,rice,7.183276519049644,seedling,12.42573862373894
+29.067218894768235,71.08029764495171,1.3182729340784172,3.475354614352057,low,sandy,27.470325386935823,57.68919972656401,moderate,wheat,18.962677371380643,reproductive,24.31736836109381
+38.62368552053761,56.92444505085037,17.67399849195072,5.86571617498323,high,clay,11.370858774499112,56.90868393595776,good,rice,12.523865250931827,vegetative,12.753169117103642
+19.88926617753808,81.78155766721055,15.06073923901828,3.5078652359883344,moderate,loamy,10.475965521881012,44.00591513541538,moderate,rice,16.09027253181202,reproductive,17.023790604108623
+31.0418927540374,82.16754617042426,7.573029425047324,7.630841965191075,low,sandy,10.86210080793938,59.760390665734285,moderate,rice,15.657330084696104,vegetative,22.932893556551296
+35.43148172468807,58.24147305842675,12.804373323825796,2.64343296053074,low,loamy,42.857972732369895,10.13242486727328,moderate,rice,19.46103190941773,seedling,24.052101951215697
+29.006036594576315,88.37554262453398,2.240563106266642,9.626432611167392,high,loamy,5.89709097007436,10.46263517382657,good,wheat,12.048189450054847,seedling,8.804376167787154
+21.37509131252689,34.53510554432684,14.051099739253017,3.5630071154668217,moderate,clay,14.10820851161122,13.376740769735214,moderate,maize,3.935828015650806,maturity,4.82416322028949
+21.563755750500007,30.2017426993762,16.45464817982939,7.285250688393964,high,loamy,48.01513001529575,57.175991429670994,moderate,wheat,4.497008218138053,reproductive,4.570745695649975
+15.981326326774996,52.84009582823514,16.43491297076469,9.335698805835914,low,loamy,7.970959995481766,40.24172720013307,moderate,rice,9.080877482200744,reproductive,10.46484947837116
+22.636105663712044,66.06582368235055,5.685550953813117,3.9830905118725,moderate,clay,6.634465151547928,56.38611960312032,poor,rice,9.12510622225114,reproductive,11.97859212704615
+33.6150919750845,67.75200944697966,5.274923905536532,9.47437519229704,low,clay,22.42981961341312,16.354908617872958,moderate,rice,6.694935685929227,vegetative,9.41451338441262
+16.18794393017776,58.58674417762971,10.427953758053569,5.109397325282181,low,sandy,11.804025326905776,11.598933379264755,good,rice,18.7379616039438,seedling,20.55715247023592
+20.482382062620765,37.49299879443877,19.35544323859697,9.68424653802072,high,loamy,30.45935975260352,37.1641126240048,good,maize,11.04306739880374,reproductive,10.059648038155526
+32.65581246329455,40.229851307273655,18.410459552121704,9.770910865076203,low,loamy,20.2361439162962,18.76096915488332,moderate,wheat,18.34485517849564,maturity,21.145937795598392
+34.56628907057191,81.12887903112055,7.192769635119635,3.504639240553918,moderate,loamy,14.403623567709191,52.99169389194979,poor,rice,3.9368996517053474,vegetative,9.29114261549588
+26.38296025154821,82.07466790435568,15.596590123660883,8.648698695448434,high,sandy,49.93707724122962,31.020469514504654,poor,maize,8.918796315129583,vegetative,13.605736783630816
+32.451858461966225,70.43391227164321,18.426355281829142,3.5473681026684023,high,loamy,20.3496855108202,48.52283806618291,poor,rice,9.11257310757157,vegetative,12.690666640387567
+24.698804216372302,69.85307833673295,5.2185293143521,3.8115249626486527,moderate,sandy,33.845290188781206,35.82194174500945,good,rice,3.640445573925276,seedling,6.25005347129692
+18.997831125603188,65.86092768166844,16.605912992058794,2.673012032187186,moderate,sandy,44.33508679125183,36.43352273262381,good,wheat,14.008261425649318,reproductive,16.498911980117924
+24.953737338072663,42.17555314211929,5.357912538183531,3.252295571985424,moderate,loamy,46.507421893927,44.09225041210416,good,wheat,5.414776134940064,vegetative,7.9340700558179185
+29.49919550507857,55.69504201559419,6.865642517744213,7.057751745976863,low,loamy,23.45572864755167,26.772591250710395,moderate,maize,8.89359079226386,maturity,10.561702184724346
+38.70133204632226,71.75367908780272,3.976413817015083,5.594021840414292,low,sandy,48.92703160847235,57.44236506351076,poor,wheat,19.677813429465548,seedling,25.0
+16.718773802216933,62.23513632020032,10.14159598145427,8.32755389735068,moderate,sandy,37.6054393279336,30.02050531675416,good,rice,18.8123221841689,vegetative,22.925510344441104
+27.68485234612401,31.11482004330595,16.866217885224824,4.655974518612977,moderate,sandy,31.247408809236685,29.9021191713296,good,wheat,7.443815131557346,maturity,11.716874013348576
+23.222994455268108,87.2134084032059,10.561042748710246,9.74899653840847,low,loamy,36.197569972022286,45.37111204797576,moderate,maize,8.354363072987526,reproductive,10.069602260131346
+27.707792356917363,80.6889631543286,2.468800193861951,2.398980326554997,low,loamy,21.20619979152817,41.81259289036287,good,wheat,12.185174878766285,vegetative,13.905233896611668
+15.599386184413293,45.63270084658427,5.0355186445434,2.503487635219532,moderate,loamy,24.09824226678517,59.789080656672525,good,rice,7.86096183507696,seedling,8.014399796252876
+22.825633867539533,66.98753610997777,11.25723734562678,7.610999190545089,moderate,clay,31.382107419306237,52.51154047852416,good,rice,15.337085270772077,seedling,15.693207561396605
+35.496703688175124,85.39436302369126,11.663749111411205,9.100311079782877,moderate,clay,19.70753582421842,24.229539303865952,poor,wheat,12.64087851678278,maturity,14.747169043531514
+28.848543346365936,35.76066072681908,11.538118070897395,8.364001533073196,low,sandy,39.59652836999336,15.077630638618224,good,wheat,11.033792032697855,vegetative,17.936854817975462
+26.26456232040293,60.18176884780203,1.5400698501243193,5.9185367029353095,moderate,sandy,16.29890602825633,15.33135900731374,good,rice,19.27562945304459,maturity,22.9143904102494
+22.13812679288349,57.37458155077767,15.073917852695084,4.15713089044016,high,loamy,40.85624794139664,28.080438745939325,good,wheat,6.697144200186546,vegetative,7.910385182684756
+22.4510630697839,54.61230031701194,18.18856397978013,2.1076122344377195,low,clay,11.847080200297247,33.85929975570212,good,wheat,17.59551498912387,maturity,19.213358671751863
+24.57753583976461,80.13531653357549,10.210378954598,6.075611631358205,low,sandy,14.782589049725797,41.85620457551493,moderate,maize,15.361933969100882,reproductive,18.92305675514656
+35.88926774911401,52.83876880184744,14.376585735437256,5.805089578474212,moderate,loamy,38.88922642390683,52.886301768130856,poor,rice,6.4200876962405005,vegetative,13.166607886890912
+39.18033017020671,33.81979999446045,18.280309840731025,4.753967195761919,high,sandy,16.84137024671789,59.47702410776575,good,rice,6.142509113171727,vegetative,11.774198231276728
+25.966384533759364,33.95026452985815,12.852455098960318,6.62458230377988,low,clay,40.79274133585851,30.435799925855846,poor,maize,12.81769638173276,maturity,15.385195352069031
+24.833820968694045,32.56467639147654,13.486514488621022,7.830517579050186,low,sandy,40.27414984952489,37.27901867931784,good,rice,4.3608266887092135,reproductive,7.332546109813171
+36.16376939549657,54.54872531244223,14.42808826767909,7.60710588982594,low,loamy,16.57855576501698,40.03736601648156,moderate,rice,11.174048391931208,reproductive,14.584557684264947
+25.67263301590759,73.1043766619016,5.210049029081302,4.106022734273724,moderate,clay,8.288645725757917,37.92808712035501,poor,rice,8.732369668321775,reproductive,8.347928204599839
+28.80045430739128,42.223347715830926,11.653557494336548,6.682429508916745,high,clay,12.486226157855508,14.51565426165122,moderate,maize,17.460477658010163,seedling,16.81546148855135
+20.77354161496861,68.78811122589298,16.843502290889127,3.190195828671987,moderate,loamy,38.86370278104272,15.752033398088535,good,rice,13.145743584353111,reproductive,11.1728455679042
+33.58756339447688,71.22530832622225,5.923254605215014,2.972814751106837,moderate,loamy,43.11473924725557,54.437774192761694,poor,rice,13.883185989817548,reproductive,16.390732733300997
+28.299707956769545,45.31212744093588,17.943409991937205,8.286846690072943,moderate,clay,22.23749804363628,43.779200130849496,poor,wheat,8.554985967013003,vegetative,14.29047615202646
+35.225863756008536,66.03345936363775,12.40763899531264,7.549967216764287,low,sandy,12.389847405811608,43.93805555050408,moderate,rice,6.6808305599581495,reproductive,12.80335191500142
+34.518318250716746,71.09210040161085,8.463497028661124,8.14343120505303,moderate,loamy,8.396138722584261,50.7390875833131,poor,wheat,12.127093711804411,vegetative,17.460914147265346
+20.375119206750718,57.99681736812754,12.46365922800586,3.219698193633767,moderate,sandy,14.711721133644948,14.207080658602024,good,maize,19.060883626454302,maturity,21.78636481416875
+32.89088876394406,50.202995836805705,8.037198113781528,9.31694871496368,low,loamy,49.085818742560605,30.77399744810633,good,rice,13.116207973432914,vegetative,16.414678242425897
+35.00136019878428,67.14909309445963,16.760712036963493,3.06489290577887,low,loamy,12.6622857483706,22.33372122822644,moderate,rice,3.32964157493599,reproductive,4.365335369841167
+23.65268101955988,88.67082523968341,9.64637160135194,8.960295745581831,moderate,clay,8.877515239375654,43.04033159656956,poor,wheat,19.383432371056923,vegetative,23.915256417978146
+19.315227822556864,55.61048456213868,18.024267195086733,4.81903433044745,moderate,sandy,40.34630853202955,20.74674474131215,moderate,wheat,17.17382872830376,vegetative,24.059559542583333
+15.065803889489704,53.50410577710726,10.19616161695653,2.8434727442731145,moderate,sandy,32.69351729374535,44.60624379574288,moderate,maize,18.02009074494905,vegetative,24.774481589794785
+26.272591327328705,57.8560141455668,13.207367792747744,4.294151684524207,low,clay,29.066960784753803,29.395023289534148,moderate,rice,10.6930101480431,seedling,13.086040011482163
+23.81081828847104,34.573103606702894,19.95488842013701,3.451584113711064,low,clay,25.15336483805154,31.97027690832008,good,wheat,18.23680750118505,vegetative,20.31361977986995
+28.872745845635222,63.1897967802834,2.939316820170823,5.925357749533713,low,clay,36.58285793813389,50.90063984118813,good,rice,7.4041052347106255,seedling,8.67235096281683
+19.70102731471965,49.72184323303581,14.734582974668111,9.597962784318147,low,loamy,36.42597471260807,27.408351222544766,moderate,wheat,16.62721256764184,seedling,17.802749003375748
+36.49163869166188,37.28532733987575,2.7774445583186718,4.622969292660148,moderate,loamy,24.099165823074333,22.829960105278587,moderate,wheat,13.412911958990446,vegetative,18.60760273087228
+21.44388039070274,57.9754044670424,16.777327315287923,6.89679188545691,low,clay,15.54025302641262,52.51323866823702,moderate,maize,19.194237583023742,reproductive,21.89299522496589
+20.66074012719125,30.203039194438645,11.929067623240233,9.133767005919708,moderate,loamy,42.85685552121868,44.26995443600147,good,rice,8.037562166794297,vegetative,11.310307396299812
+27.017851412108897,54.10711470976554,18.763191212129183,7.040591437569856,moderate,sandy,12.40800361703533,30.19477895445053,moderate,rice,5.099587493509998,seedling,9.782713766218729
+27.47127559360685,36.34411607558703,17.319132038897365,4.897593126958115,moderate,clay,29.03028410866351,34.92804603817952,moderate,wheat,15.18907106051216,reproductive,17.94972018440572
+20.37713071962732,31.457562203986814,1.4974407493764683,9.926713017407032,moderate,sandy,36.17033519966552,27.392903442961774,moderate,wheat,19.763342978596697,seedling,25.0
+21.79651816814789,79.46850277467013,2.7460508335772182,3.499308811524269,low,loamy,33.74946342484564,37.56044943127469,moderate,rice,5.478923954372351,seedling,5.390963471253365
+19.242630978881124,84.97492819695809,12.023418572136505,6.186048119164064,moderate,loamy,32.84574487415799,16.9347908153976,poor,rice,4.729850486558846,vegetative,7.919127495781756
+32.96150445807917,42.4604789015464,10.366292798841496,8.37364398989438,high,loamy,34.812778781572945,54.42210497225672,moderate,maize,10.321416015625497,vegetative,13.30907868234337
+34.25222578135205,62.35789583005568,3.371302612268892,2.0051909566177946,moderate,clay,44.40447124139978,37.70240142881352,moderate,rice,15.244704244170682,reproductive,16.36013881012948
+26.558212436482066,46.6774894278591,2.587184565432996,7.616346017139496,low,sandy,21.44266569438792,29.26344696524141,poor,wheat,13.142380536873585,vegetative,19.37085884042378
+32.852175567125435,59.61464632033093,11.279815668832263,4.131991173647509,high,sandy,33.234642799518795,38.57968436235353,good,rice,18.981659412874457,vegetative,21.94604056879796
+33.39838479843614,56.19787925364962,0.9784309594999896,3.3578137815350173,moderate,sandy,36.36350063519971,18.059632593446747,poor,maize,16.757267568744354,vegetative,24.406262657852626
+18.45688819194521,46.14306330482914,17.47470605906878,4.193555706946332,moderate,sandy,31.564694909308265,13.923640884094144,good,maize,12.73425961439183,seedling,15.832285579387502
+39.154450620863415,72.02361477811786,16.14165839605241,9.734531406718272,moderate,sandy,45.63511889661961,37.40630682901966,poor,maize,9.138993890078806,reproductive,13.916428748765188
+35.525798677410776,37.589457559215255,15.707399434221788,9.135482073917483,low,sandy,34.46504428180727,13.524835597821845,poor,rice,17.200443846155927,reproductive,22.661015602766003
+20.11208652989559,33.184366930282025,0.3199429408148213,3.71003565170962,moderate,sandy,24.099308501747117,43.043466142117815,good,maize,11.300893772903926,vegetative,16.288809302625342
+19.65412589365176,76.06052598223675,0.9528188682547588,2.9362141849475565,moderate,sandy,43.05141955148928,50.01207659597995,good,wheat,17.876960589584083,vegetative,24.420152165310064
+18.141528639489568,69.95580187324079,10.996782423014572,4.913220836115741,high,loamy,27.03055989407053,59.41836948970902,poor,rice,13.2093366260494,maturity,11.759572877781531
+18.45946406354796,59.91156744878388,19.888513777883556,6.738691840800588,low,loamy,28.857347325696864,48.46219334614732,poor,maize,15.021591602097756,seedling,16.21124633128927
+33.70404497571741,58.06738622835249,6.846324019427035,8.937157028648965,moderate,loamy,31.202577681001323,58.70626028090753,poor,maize,3.794772627621115,vegetative,8.90134501416895
+26.741356423790588,59.84468276948557,6.887496328106879,9.728721000320622,high,clay,19.52531092120566,11.109144798132288,moderate,wheat,19.83626901913641,reproductive,21.649083889943253
+34.57335431849668,56.22144456592037,2.685559337239667,8.009226945384789,low,clay,37.51429246677856,37.94238109610943,moderate,wheat,15.82778770296254,vegetative,20.87688778723489
+33.656372358755135,53.57353774987075,13.486716074790028,6.792057701613246,high,sandy,9.415678420097306,18.236836226024664,moderate,maize,12.89393094013025,seedling,18.505022494301805
+30.115317837630545,59.98143617316722,12.933533779880111,3.138656209048136,low,sandy,44.09821407161734,22.256765578887435,good,wheat,12.047311273012411,seedling,14.447485076613304
+32.159165164466984,61.710910269585625,2.0264483275831813,2.5922270109864884,low,loamy,38.95419885148348,46.72677124501501,good,maize,13.19098134298348,maturity,15.012845245554546
+15.458893109478543,71.51413884501726,9.348245741367023,6.768215028233609,moderate,sandy,20.91343108756836,22.641301612473026,good,maize,3.78052181713985,maturity,5.304344525894502
+22.79444117012555,72.67242964404136,13.341498176439488,6.312512846135417,moderate,loamy,15.18768972622417,18.990578694982503,moderate,rice,9.198446050824494,seedling,10.50246911717333
+30.945554481485253,52.65774480840868,9.87032272643854,8.768704861872816,low,loamy,22.455407548911538,28.592260204193103,moderate,rice,4.520731001582256,seedling,6.644115685325717
+15.233623837156106,54.81243136460933,13.48727163729511,4.580846806840831,moderate,loamy,41.2273659866861,14.16273884407352,moderate,rice,5.9820498788661896,seedling,5.88611146246373
+15.824423592064836,52.42183018417338,16.325407948629795,2.317526858798481,low,loamy,6.420685691407904,17.324698141786328,good,rice,8.661126763766715,reproductive,9.3197254732696
+36.297199561759584,62.192146417542624,13.716308662435353,5.389666152728266,low,loamy,26.056591560151347,17.322525094953104,poor,wheat,14.43509554519249,seedling,16.449854697876887
+32.100621542301795,57.20121227485172,12.322284716610476,9.753458431501915,moderate,clay,16.4349595791899,21.30282669961733,good,rice,18.82076666230741,seedling,19.306290480686616
+21.6342433280086,83.3757877881716,17.071805138889864,8.364599239492184,moderate,loamy,44.37281299640059,53.53507705619426,moderate,rice,19.780521380493187,reproductive,20.874609372450017
+32.19907100296773,71.78167601498836,18.011771357395762,2.270177389138185,low,clay,23.6228708252822,24.761834118129457,moderate,rice,15.768680440009565,reproductive,17.59602224550333
+34.81141672848158,83.91938302526674,7.777728743516084,8.997431231185402,moderate,sandy,36.40542475462756,23.693402835235062,moderate,wheat,7.56920687001073,vegetative,15.502627848448464
+22.66985707775253,72.54821949356554,3.464997754477719,5.773515916970539,moderate,sandy,21.105162064991948,16.299419902617103,good,rice,8.480138352830792,seedling,9.632018321047791
+15.900934437479686,88.25952891142884,16.357208080161012,4.918144254543647,low,clay,19.836485067698696,10.805259082541966,poor,rice,8.220198800376844,reproductive,8.022609036192785
+38.31947811719336,68.14420669531614,4.275062145989663,4.7739163264223325,moderate,sandy,19.66427933761231,18.018942159541695,moderate,rice,17.25521013023647,vegetative,24.64539077780201
+23.629495957390763,87.81300828978328,18.579013394981715,6.761154024310915,low,loamy,35.51785750246816,46.14856288513169,good,rice,16.167045030653377,reproductive,15.285129005505295
+17.66204408211766,39.49019342456556,0.457558904438069,6.2447953475261,moderate,sandy,48.39084021076189,58.49231509492282,good,maize,4.072381680370011,vegetative,10.318258895111503
+27.296421784828684,33.148660849764234,18.42542365238607,7.253017953346104,high,sandy,14.366513925402344,47.19069837304902,poor,maize,11.409285023265555,vegetative,16.370540594403604
+34.211694891603344,64.74751111223156,11.783659852241255,6.589131720320373,high,clay,33.97555555999941,52.66138384031203,moderate,rice,13.910144121581377,vegetative,16.19575536302746
+20.54118286543898,89.00959234798648,15.494842330257628,3.151556598733748,low,loamy,16.944549465253125,49.3372830245487,good,rice,3.264913357668666,vegetative,5.105023177265452
+21.737251253334083,55.056314838143805,7.96985174128809,4.057888070066546,moderate,clay,29.72075235536064,24.80261287501332,good,rice,13.091205310792006,reproductive,14.23231763132395
+21.06787466996458,42.722601731577576,19.8343258381776,8.728236576814673,moderate,sandy,29.37194828002201,46.56150894939677,good,rice,19.00364122502096,reproductive,21.534975172721957
+39.79182632079196,61.29248695161084,4.551028551325809,7.306068117565039,high,clay,25.2520708712931,47.52935249909128,good,maize,3.8054640765151824,reproductive,3.9244992703105295
+19.935093343263564,68.9279174747333,5.286873252763495,5.587205003317929,high,clay,27.43898663759693,22.928190083183203,moderate,maize,5.9085699399604845,vegetative,5.93218258062676
+29.3880054241531,48.91072173095334,1.0286488807494587,3.4608114546709228,moderate,loamy,44.6104016665897,56.03268119680038,moderate,rice,4.756403075833537,maturity,7.526074147583382
+38.13161604142411,72.88616150995557,18.809467261228765,2.0615282878184957,high,loamy,8.987203633744986,59.89735873106133,good,maize,9.278507384720722,vegetative,10.821844564262223
+18.67241422194448,88.50687042274355,9.120586071973522,4.495099225508945,high,loamy,42.36274134599703,38.064862735370426,good,maize,9.282550534790367,vegetative,7.711512869976538
+39.2713549466925,83.81778730263702,13.497048294386984,2.43877565541335,moderate,sandy,25.80409990787172,25.829757329524558,moderate,rice,19.246910530143776,reproductive,23.61396697347909
+38.686930859890616,47.49512241073172,13.748814549256814,5.858273064699641,moderate,sandy,20.01173160649768,27.88053141620375,good,maize,16.607402361967605,vegetative,24.69434510371145
+37.11429967645657,49.6034209886759,17.49004184565355,8.574411622065668,moderate,loamy,12.97156884975786,39.12218206473175,moderate,maize,13.831417671673714,vegetative,19.96022677781919
+20.363913033250057,52.29247346697532,13.298505012928183,4.283189291058378,moderate,sandy,41.66629063654855,10.388984798838315,moderate,rice,13.91770339494346,reproductive,18.959244005313657
+30.85137640027458,53.67316670361872,11.240423646083745,8.782033292440396,moderate,sandy,31.6419004191254,25.416825725336142,moderate,maize,14.331151374155269,vegetative,23.17291800397641
+34.022286824031,36.019169951596766,14.206370483820873,7.636515168692715,moderate,loamy,37.776907440805296,12.450205569808212,moderate,rice,5.904844303010735,seedling,9.483787974629015
+39.65069820491074,75.71777033335735,15.01941598006253,3.002098634838923,low,clay,19.173346545423318,41.208990821058,good,rice,9.021510174269212,maturity,9.791343760891818
+19.51059555203426,51.92035581664203,3.71855892496964,7.156495130156666,high,clay,22.68316680312995,40.20268178199631,good,maize,13.991599386385609,seedling,12.122323563187113
+34.15064748798241,82.78919860232713,2.19334077953506,3.2134384584443456,high,sandy,46.113967797134,39.552402566124,moderate,maize,3.568294166929018,vegetative,10.679547318350169
+23.470029248177823,85.61643738720653,1.4969770097112622,7.23832736219935,low,sandy,48.253202844682185,17.549533656714445,moderate,wheat,11.328323769212991,reproductive,15.27941888859985
+19.390661639200054,31.465878558461288,7.481069890450733,3.141715877824849,moderate,loamy,38.29289805348232,57.2279587204095,poor,rice,17.223093074906238,reproductive,18.547692982183527
+25.534423530346373,89.31018419569237,9.960004796754903,5.140090928124528,moderate,sandy,38.72417068805135,36.71144001056041,good,wheat,12.266466776341062,reproductive,15.81020254236302
+34.84589780371541,72.60136389001107,12.312997965797216,6.532754161905549,moderate,clay,36.24801246814718,37.7930999488574,moderate,rice,17.7078801444877,reproductive,21.979811075197443
+26.621245092601303,61.22353355957774,19.1606903937922,2.402993371391534,moderate,loamy,31.424447126325823,37.21296227548995,moderate,wheat,15.68988471273009,reproductive,18.412885739297494
+28.43807750507621,53.3716565023532,6.615756404140125,3.226466758836219,moderate,loamy,31.77852484727021,36.22065448427016,good,rice,12.16074276655258,reproductive,12.11637953304566
+39.87898525500303,61.11108795658278,15.217481041545488,4.563270600417972,moderate,loamy,48.37113006637854,56.921396671195566,moderate,wheat,9.405493832418063,maturity,12.889316249485708
+24.97773248893565,49.47748343870667,10.6271523918977,5.698560686174891,high,loamy,38.79101870472288,40.10121026122487,moderate,rice,14.148753218167512,vegetative,16.25455935045552
+30.385018867730995,67.36126882179289,4.401798641738337,8.867898351371476,moderate,clay,34.49035832433948,34.25626074680258,moderate,rice,11.455968139860616,vegetative,16.472017282011034
+24.1311050403843,35.57881658668747,12.30610858257518,3.498184706831857,moderate,loamy,13.508132129566706,48.32225885119604,good,maize,19.90195954910045,seedling,19.08249455578165
+24.81964115821762,67.26735617470861,19.343523565794072,4.779767604020205,moderate,loamy,48.96832886422506,22.57312494634472,good,wheat,13.377878096899677,vegetative,14.340278624477149
+32.3910188361352,46.52069100830665,2.486165985025448,5.806209890241445,high,loamy,28.413201637581523,19.600501396933996,good,rice,7.279669547851158,reproductive,6.445869515541028
+38.447174402372085,31.058089743140783,10.14559529098458,4.36622844791495,low,sandy,47.46709533857813,31.96063219027713,poor,wheat,19.370856361635187,seedling,25.0
+28.558973762308035,63.16234596977266,1.0321670830105645,7.005982229766967,moderate,sandy,37.11008919071789,10.784282296587952,poor,rice,7.87977064502403,reproductive,12.25531197152685
+34.209998223719495,64.70686535116178,6.4243259779272455,4.052819478207761,high,clay,6.803637768255638,24.6758503128146,moderate,rice,18.143010548769563,seedling,18.989900023499438
+17.230163970424094,55.594140282692166,12.412053551879826,8.178803368905946,moderate,loamy,29.254797488973335,31.003720593241155,poor,rice,11.367367998624886,vegetative,14.55816467025956
+20.27895093579817,34.33717395301901,16.821138720615092,6.041232758809467,high,clay,45.17069533723885,38.9349364715314,moderate,rice,14.983728924262588,vegetative,18.502642198442384
+27.55329102298831,83.60057716825149,14.60656843452142,2.6904390676888816,low,loamy,7.330130847879353,37.1601719140575,poor,wheat,6.429222001687936,maturity,7.952203957785667
+15.500293090719367,66.68584843367333,9.257135564309475,7.015991161855661,high,sandy,44.00273976469233,28.370093817385,moderate,maize,12.509788613297497,vegetative,15.227942518677729
+21.32137446906397,36.94279797413817,18.18445514208293,6.553948030390059,moderate,sandy,32.60260814994507,27.163153969848796,good,maize,6.418557024371954,vegetative,13.137915992425016
+27.935032245624157,60.655834595648855,6.054293300475413,4.708778833653382,high,loamy,7.003726790924182,10.065939051299369,good,rice,7.038295250044292,reproductive,5.17418405511117
+15.37402995640752,59.83525895690829,15.079668204503328,2.089256627112171,moderate,loamy,21.811924880090203,54.05563733072934,poor,maize,5.750508643407467,vegetative,9.10798211060847
+21.61365715565104,33.62411212757562,9.48018043495325,3.60561233739498,low,clay,6.357676740980347,21.56368499628596,moderate,rice,10.639176014752634,vegetative,15.593668750813904
+27.85077048689673,66.41158221617685,17.972715093455513,5.2456762310588205,moderate,loamy,5.077233399035343,27.90015793086937,poor,wheat,11.749924162436685,vegetative,17.560743253622164
+29.32873119953114,78.49958393529386,15.948656433075204,3.59931227034638,moderate,loamy,45.339130828002936,11.01274902493006,good,rice,7.464401395644592,seedling,8.265263252306559
+38.14379232638264,74.94048325490868,18.029393226141902,6.619928967517422,moderate,clay,38.6860235394666,57.84215737454324,moderate,wheat,13.429778719877762,seedling,15.328613554005637
+31.1336405812652,42.178164849851,4.284956978841468,7.698599151410054,moderate,loamy,18.02624032172624,34.72862718369872,moderate,wheat,7.607810599063728,vegetative,12.709785569492375
+25.36839506324984,81.73755177325268,13.36300864232416,8.848141254006684,moderate,clay,10.116973875804932,11.16362396634676,moderate,wheat,11.864152173787096,seedling,13.464858784210405
+38.25877942832669,50.552529939561055,14.7692681616328,7.17586094946999,low,loamy,7.449466190308993,22.55970162673064,moderate,wheat,14.657778484487327,seedling,16.918478061751966
+34.62207458469486,86.79050269751647,14.848285305651874,7.512073770038501,moderate,sandy,46.27500488227198,53.96312823007473,moderate,maize,4.020753180761594,seedling,10.57007138715779
+20.00022302781869,34.30487785354282,10.080009009346751,6.867534921844196,low,sandy,33.15005834867169,28.78508073416258,moderate,maize,17.622432826400377,seedling,23.137859510361025
+18.27105903372049,59.172521311190565,0.2250104469590508,9.88388846090163,low,clay,12.2251499449205,44.470256115038175,poor,maize,9.082481523872048,seedling,11.68569877995962
+31.895290893568323,65.82746263065295,5.228615677381498,4.088004552639266,moderate,clay,35.66578835515759,40.692535255892594,moderate,wheat,11.786356962877065,reproductive,14.533848035436591
+28.9970791394246,44.85900590847629,6.466017500087622,4.130069444102067,moderate,sandy,49.95008222596461,33.59691823679876,moderate,rice,10.578638280714884,vegetative,16.3740485666151
+34.7418403448189,76.28281132321366,17.04073234563523,3.010669131374877,high,clay,40.46123391758412,51.66093987574019,poor,wheat,19.144383913044177,vegetative,23.729682090266422
+33.47012625196716,67.61374078864301,16.817716342084406,5.885474606956259,moderate,clay,25.093953814473817,12.017714882775268,moderate,wheat,6.226704608216034,seedling,7.491253677303232
+30.63028834643788,31.08656623727733,2.093602080755665,2.7692936290473757,high,sandy,41.63795017764928,55.62118073426324,moderate,wheat,13.656826565098337,reproductive,16.51752402780608
+39.65955429072231,66.50211544177415,18.99671763542515,4.16117277518483,low,sandy,38.49380068596858,45.90277038373907,good,wheat,17.085602002239618,seedling,21.36242578422845
+28.33974325276021,59.48869406510679,3.64914973302982,5.861447430171133,high,sandy,8.989393900728867,53.18568833177594,moderate,maize,10.285363424484078,seedling,14.123342603620037
+17.827643912542996,41.76175210221047,8.287189026018423,9.660764927440136,high,sandy,46.65634813873313,10.846622400620172,good,maize,8.698217904555932,maturity,9.262723809414666
+35.70683912039971,89.74489362357178,4.303139322215108,9.71050395072134,moderate,clay,44.78464615728799,14.239729663710024,moderate,wheat,4.910235302363533,vegetative,10.209984633967842
+21.296334058642724,83.8297316896569,17.206649376587148,7.949921873092446,low,sandy,31.57517853529846,20.29394192361868,good,wheat,15.253229291219558,reproductive,16.917308107883315
+34.43255370359796,47.55046170174381,14.988040637186238,5.114001292605479,moderate,loamy,27.86671425688581,39.67803989289344,good,rice,16.36352649579748,reproductive,17.595263568948187
+38.927677400001286,62.46425524791698,7.070576137756079,8.921290187012369,low,sandy,15.248361922885572,14.62104477250337,moderate,wheat,8.331115347665666,seedling,15.504023979551173
+32.419887849108534,48.99012839461744,13.637572520521108,9.003646415261123,moderate,sandy,42.55060503244884,56.57735011572973,moderate,rice,16.189355383452188,reproductive,23.060795475159424
+29.90075402374503,76.52974509816468,3.687337683430847,9.281579046372418,low,clay,24.434888431114963,47.42970506721595,moderate,wheat,4.696080066244943,reproductive,7.720059155728883
+26.509654391876012,85.8198859917873,7.645941847520032,7.120200385721704,moderate,sandy,31.06880110450205,50.3798123811073,moderate,rice,10.318203506695372,vegetative,17.57275015173581
+24.11024664988508,51.52971641486302,7.542151766762164,3.614342364863044,low,sandy,12.653936823748802,39.19250042694421,moderate,maize,7.705496106665471,seedling,11.944649579253625
+23.82511877429591,78.33505494861765,4.758733634427957,2.7286461821654537,low,loamy,14.622024118569623,41.54740347193747,poor,wheat,7.6832603569832765,vegetative,10.47787549140385
+30.909317642739765,59.90445256279229,17.52624099165765,9.31820403232104,low,clay,49.334059590092856,21.052892038740534,good,rice,18.816873416061718,vegetative,22.577842885138736
+33.78182792344364,53.79471367869464,13.576914709582525,2.444368864972824,low,sandy,27.229998645384,55.50206507685539,moderate,rice,16.198376989951107,seedling,22.123872203892677
+31.96292673711036,86.30531112592618,5.598786211275986,4.367120475503959,moderate,clay,41.70842952815402,42.44589084104298,moderate,wheat,16.02508464286546,maturity,17.47194039304977
+19.960252529839067,60.624281323141886,4.842415212580747,5.895694136301897,moderate,sandy,42.3378501140945,30.887009104695487,moderate,wheat,11.384199007044854,seedling,16.66222060467609
+27.34967950358728,58.04463001544789,0.359069419984781,2.1758135429878065,moderate,clay,49.16796487663872,54.08359879857104,poor,maize,13.567732034775457,vegetative,17.13778575391527
+34.791001804576574,70.34606411774058,6.931645075847093,9.255298069425953,moderate,clay,49.23068069679415,53.1910939100383,poor,maize,16.361725511434287,reproductive,20.538197769935
+26.892601954726405,45.674052061097065,10.535425666306365,4.29696795897788,low,loamy,25.56299381861337,10.02696070914418,good,rice,7.532200465134614,vegetative,9.778768654541574
+28.415581993387345,49.48757224729894,5.554218838167529,2.228038391364602,moderate,loamy,47.764416988318025,56.241876757759584,good,rice,7.95245422482896,maturity,8.144700756823529
+34.27840120427055,85.92275017431737,14.0091655285954,9.948719977812146,moderate,loamy,21.44544887673837,28.171359705373728,moderate,rice,18.019822738389596,reproductive,19.999479520687085
+31.531632656627288,70.71179072621655,8.234990580225325,4.491145446540123,high,sandy,32.343760708999845,31.10734435764202,moderate,rice,6.892829366672702,vegetative,12.03185497748276
+25.233623022059817,79.59822886626034,6.326356740213357,9.014119259882982,moderate,clay,41.97705934844669,14.265673046918543,moderate,rice,14.559630988835735,reproductive,16.90045555850523
+37.38531777985547,46.26670571612578,18.781153175806622,5.627795631367047,moderate,sandy,46.12039418053961,53.87885703608175,moderate,wheat,18.621800383136893,maturity,24.76221511748892
+19.064176716586964,62.62741139579232,5.256017545762781,7.305007208439992,moderate,loamy,28.572765090135835,36.960232903005405,moderate,wheat,19.18869000383355,vegetative,24.08968061728234
+39.88791121475812,88.2837760193699,7.965152401933127,3.928721196298838,high,clay,23.803675615156347,55.28521071972911,moderate,maize,8.154199620917078,reproductive,9.174983978907624
+17.97131446190593,49.122233941693054,7.645815770415439,6.023002615816176,high,sandy,37.78331241379254,49.04078403417096,moderate,rice,19.1528529174354,seedling,20.425537334905886
+15.373749277605972,39.62858857902251,4.823966913424966,4.061209539400216,moderate,clay,25.51674057641751,54.89906624014554,moderate,wheat,5.345780320961956,reproductive,6.70469802344596
+37.25047252871912,60.653160493479845,4.349534796208334,9.60867105012083,low,sandy,35.231064321332695,57.412931796732,good,maize,7.123781782505971,vegetative,15.76938703230615
+21.1238377091489,53.269265323492576,6.047600376268072,2.4875632993299703,moderate,loamy,41.18985085515658,54.2952181441126,moderate,rice,9.829069772905232,reproductive,11.39501211877973
+33.242490686168026,39.574633967202814,17.28472339862362,4.197391420038779,low,sandy,42.85072704747055,20.49176398433891,moderate,maize,15.913056906851647,vegetative,22.10882281484414
+35.27538437330173,83.31308296220209,15.34165774458581,9.14487101239903,moderate,clay,16.444131875712177,13.505626659592426,good,rice,4.524277519144936,reproductive,4.8559202077104935
+36.47465977580292,89.44343463322667,13.619990283201044,5.84028766005827,moderate,loamy,30.715615446784174,41.01265859920633,moderate,maize,6.781979308244592,reproductive,9.863624112744011
+39.78985589160417,64.11493084139987,9.142059852849869,6.80067289523336,moderate,loamy,6.126541850558005,17.7528116052693,moderate,wheat,11.104376679857156,reproductive,12.553927001963224
+22.35099275099998,76.48060610240725,10.15507969265207,7.21354697196514,moderate,loamy,40.89902952206,53.15533105630583,moderate,wheat,4.270848029742782,maturity,7.360739820148713
+32.75608354818148,81.54230217277797,5.342776909869206,2.567420094188507,low,sandy,10.629282785337637,57.37281489256449,poor,rice,8.995377799434484,vegetative,16.047490223069584
+17.884996457020705,72.05892036130962,1.4863182767183525,2.141909927268681,high,clay,44.225802522556286,16.063841894431036,good,maize,13.447904750643078,reproductive,8.11548074162783
+25.17023228392124,32.649362946703874,6.620811134409646,9.502728413690452,low,clay,23.30643221922089,21.791966438235225,moderate,wheat,16.134209379129867,vegetative,22.78464666571264
+36.19929233281477,39.458053903009066,9.911675119847324,4.172022762375046,low,sandy,12.527072502037928,41.261255416253846,moderate,rice,11.514770720475864,vegetative,21.21178675589316
+24.191451151477708,34.259351469083185,1.146260930386649,5.042504883484231,moderate,loamy,40.81167114798881,46.26289580174888,good,maize,10.62099965231208,seedling,10.606611365202738
+29.777384513390352,30.592776398523394,1.7646660411421289,7.456745365788397,high,loamy,14.01288741650512,35.6156068126336,moderate,maize,8.640645304790464,vegetative,10.416958442908369
+27.59433609311585,48.35978452543419,5.260504657691345,3.89043101658177,moderate,clay,22.748660315377837,28.451623669923784,good,maize,9.262653904445443,vegetative,11.944137214043334
+31.148788277801128,53.54135762889359,7.341607471855232,7.864570961340146,moderate,clay,30.50942882975512,25.30124671255125,good,wheat,12.176244830329574,vegetative,16.89975884954195
+39.32235973469237,44.46178394015554,7.866336222374104,5.66593745730616,moderate,loamy,21.20134723419704,43.29840571387713,moderate,wheat,9.733758520971964,vegetative,15.235072081073245
+16.393388162535054,33.876278885179254,2.357721325760102,8.85287844229913,low,sandy,13.0562934113521,47.228074417946914,moderate,wheat,8.394701043108261,vegetative,13.276383014920066
+29.349037937540743,61.791785450200656,4.516427090695776,4.228325086123859,moderate,clay,23.274220821774374,24.4418055231053,moderate,rice,13.597603179222649,maturity,17.20966309971902
+36.57571948125712,46.3991591974285,5.232945041272174,3.630579843706388,moderate,loamy,11.49099667647998,26.299790086377516,poor,rice,19.942915802909308,seedling,23.63683654868867
+27.03456779371069,77.76222929181374,1.352697524024924,8.653506830998976,high,sandy,37.36199581678728,33.00336785596252,good,wheat,7.987145375430726,seedling,8.022094563027377
+16.96317964853932,30.483157297516872,6.521994011793946,4.610608519942669,low,loamy,12.71772339434716,32.510849147256465,poor,maize,5.041470798878857,reproductive,5.740061950436928
+29.013483810419277,80.55162307725661,1.4444314551101445,5.29494916800404,moderate,loamy,26.707214136667453,52.13273257473032,moderate,maize,5.504963944663031,vegetative,9.429706876892007
+23.30184727059551,87.28522073675742,14.069156862193402,8.349662661503945,moderate,loamy,30.21702141626937,31.845477047611165,poor,rice,13.31664590091825,vegetative,16.617480579766887
+18.8735446334484,72.96810378921418,7.720955331146209,7.0846122989966,moderate,sandy,47.52801227093027,58.92046725364908,good,rice,12.466813229572328,maturity,16.04898136767553
+36.225862832086825,74.01864391575398,6.535047787567494,5.5338071234581525,moderate,loamy,8.521625934540564,25.54816856159103,poor,rice,4.814734273460768,vegetative,10.797195574570178
+28.03998782477804,86.01373869616398,2.530443430072138,3.999124071236464,moderate,sandy,46.87048737583681,44.64104033341375,good,wheat,9.971311795238025,vegetative,15.791843835261002
+38.33191030947667,42.54427711802094,4.530073108897916,8.113607750814115,low,clay,14.370186079637636,47.94681276968744,good,rice,17.521487759011258,reproductive,20.514591265993115
+35.150412615076725,89.6739340925146,4.654104178782472,3.4434482759204563,high,sandy,42.84213190878928,41.520198378145686,poor,wheat,11.124668482242686,vegetative,17.211325293186867
+32.32429484434168,76.40887220271252,19.70408429746606,9.426236804691424,moderate,sandy,9.07228643799538,28.35238803157481,good,maize,16.290849053586392,reproductive,19.2477631064684
+15.125637584132798,73.59424249966762,16.706987590169867,3.2025285529839778,moderate,loamy,49.4916069777108,22.870762678223457,good,maize,3.787821281634987,vegetative,5.11070327756078
+25.69558641595625,51.66543473971757,0.3052458326686325,8.439469535578368,moderate,loamy,41.343473879997525,40.2141081270176,moderate,maize,11.352705859010548,vegetative,14.887606695596723
+19.937157041300807,62.74664912433664,12.336731815369594,5.39399093382507,moderate,clay,7.832799470658182,42.931559330488696,moderate,rice,17.009307611822784,vegetative,21.531367765155647
+37.7699477762217,69.23506729640081,5.118201928438475,3.4880498634680963,moderate,sandy,14.634996954440696,22.8811093182332,moderate,rice,13.233563960108626,maturity,18.63036863966504
+19.364599616909008,67.22057167903296,2.0875385763916854,5.219031505894169,moderate,clay,29.684524690298996,26.82445523822816,poor,rice,4.943819241611605,vegetative,8.551690164542753
+22.151501291482138,72.29907830865484,14.111995262395094,3.7724145295994687,low,clay,28.560740501316683,53.10314933144891,good,wheat,18.039003749794738,vegetative,19.39610687945536
+27.92091919336248,34.94290434470464,2.6321109893669847,3.087949206686779,moderate,sandy,33.31711413302338,50.52562689102965,moderate,wheat,6.1483549633347305,vegetative,11.969992908870802
+21.58409047495198,51.3389059699018,8.874815590594714,3.913243191444468,low,loamy,25.85780047212732,19.189039923869537,moderate,rice,15.103680414131643,seedling,16.836280446322313
+20.24661693197803,56.04000099572863,12.643303296798486,8.939187780306021,moderate,loamy,38.0373937608308,56.66779171998549,moderate,rice,4.231111330096889,reproductive,5.993441977248661
+29.97748312756881,45.63775787249799,11.089895123099772,2.8475390998385937,moderate,clay,20.68185216858564,41.40164232659623,poor,rice,12.152826495469656,seedling,15.720445760931952
+17.223238068875595,40.35763621615342,19.55258196605486,9.780316702143123,low,clay,12.937407655297228,34.83773908641159,poor,rice,8.109252731410283,reproductive,10.142097187023214
+16.45419396802312,38.33564879477177,15.714852262450451,2.0399876295014145,moderate,loamy,6.5200768259004125,20.04322735278685,moderate,wheat,19.599583615502127,reproductive,19.641984019974394
+24.306132379651785,51.98300353539511,15.483867522549794,7.265905235129945,low,sandy,19.61445257566192,46.509758652856334,moderate,rice,18.29391013619997,reproductive,23.179255500840483
+33.01661136269656,59.60650203375396,7.111907881620625,8.852095878704688,high,loamy,24.209547467479343,56.03975592668909,good,maize,10.493243358849057,reproductive,8.631116169558364
+28.8701689568487,33.77858640879964,0.1679098416828339,9.471661185014112,low,loamy,34.65809216610427,13.247419665783283,moderate,wheat,17.51562021776859,seedling,19.250057531626464
+25.571911711669472,86.78748567543298,14.688218593413769,3.1518847476540364,high,clay,41.290535580081766,36.03723328140282,moderate,wheat,7.069553414000924,reproductive,7.055055416169696
+29.14378910561456,75.9145993716455,19.994641685913447,7.58566797161872,moderate,sandy,15.802826072175652,53.856602521289645,good,wheat,11.846937832170005,reproductive,16.016799583627485
+24.13628711633184,73.85110639112798,8.117582154872311,2.8587937292451784,low,clay,27.194115842119302,57.62614495210717,poor,wheat,17.087944946383207,vegetative,19.18686488312754
+38.40365838580282,40.37163149932361,19.71036997914235,4.820891950995469,low,sandy,15.518024251046462,13.60698787139404,moderate,wheat,14.63647091000199,reproductive,21.39645554767641
+16.37262227276936,66.22804608073133,2.8341621906869285,7.855410860055949,low,loamy,47.802440692844016,49.552741494580616,poor,rice,10.628884956476544,vegetative,13.902803990715686
+31.83478697574588,61.78349680852004,5.930247032734348,4.767785809304535,low,clay,34.13960405728734,24.070311986707985,good,rice,12.101937338507252,reproductive,12.040860088197714
+37.28206662069376,88.94813074720163,3.4145386348494133,4.506997826248543,low,clay,35.50560803222014,37.075217679783215,moderate,maize,7.941485636203802,reproductive,10.644243685013803
+35.097117718381334,74.86030620480948,9.503519458536315,2.928436950419265,moderate,loamy,28.90508672106157,49.186624208524336,good,rice,12.580988549811243,vegetative,14.774070187750011
+19.60102587053617,64.54571302297387,15.939628030144409,2.531504754624704,low,clay,17.682339603429554,37.25672613384235,good,rice,5.309841379393889,seedling,3.292852411689976
+22.39815872450721,81.04875998820734,6.813233830759078,2.9222239302540567,moderate,loamy,14.019344642265768,15.502995618897438,good,wheat,15.86782868802285,reproductive,16.83126790907134
+32.92619846767762,39.30565625164257,18.12457874303743,9.003798199561796,moderate,loamy,34.54904813373458,39.526743073609374,moderate,wheat,19.914018526323936,vegetative,25.0
+17.106763979519137,30.912991781458636,10.896608266595702,2.089588203047402,moderate,clay,46.47682332454804,15.890545486932918,good,wheat,3.88344557079977,vegetative,5.6079345183954405
+35.296542495814606,71.41400000487138,9.308488274837543,7.542926956282312,low,sandy,14.580216366024905,27.37218862181261,moderate,maize,16.472946563517443,reproductive,22.732494531683024
+32.97267361511976,35.89868761423425,15.740716843905528,8.148993839106382,high,loamy,30.72939504680511,37.9115493028604,good,rice,17.275813317068312,reproductive,15.593449211609368
+33.24016623088356,36.92601839901055,2.0288699408356914,6.543106433019431,moderate,loamy,28.81962373086488,59.570748845930645,moderate,wheat,3.575376773501058,seedling,7.389986068409732
+17.506034256689784,74.68084358547183,15.475049424213497,7.846202889465188,moderate,sandy,33.87438933934696,46.346515778074895,moderate,rice,12.941363408791954,vegetative,19.11777582759301
+32.94401362040577,46.23209064803935,4.859040003456534,7.218157352200802,low,sandy,31.45054744645082,25.165134689408323,moderate,wheat,18.17668538012673,reproductive,22.76403625240783
+31.99545313049925,67.71787293413357,5.616250943664751,5.644467912757541,moderate,loamy,17.2757573029497,53.827617807083705,poor,rice,12.651919761102803,reproductive,15.48741933947543
+35.77306227054626,85.0444155655649,11.989075466401598,5.061683423010137,moderate,loamy,36.11487612734928,21.30735320873845,good,maize,12.999229394358103,reproductive,14.602063370237437
+16.039898906411736,48.9884718982715,18.038688500924103,9.530655907241387,high,loamy,17.26969159758832,29.19959065021824,poor,rice,19.92380695706749,seedling,18.532932622653757
+15.577766711694805,43.02864947039513,11.568138995417296,9.775503940563745,high,loamy,34.38471558961946,42.35106578154562,good,wheat,18.26488650665868,vegetative,16.37335313684866
+24.325177496964017,36.3937730244631,12.97898697588974,7.210171229000237,moderate,loamy,18.497000889335677,30.52807143914416,poor,wheat,13.78905897373794,reproductive,15.371243428112455
+18.719707096228824,37.82774168518357,15.531891792105483,3.578390719187774,moderate,sandy,8.709023468576195,46.4788492748267,poor,wheat,11.742156743211314,vegetative,19.36734723275314
+28.95961193925555,33.733361722730564,5.186495179849735,5.5831932995023,moderate,sandy,10.725048732222875,42.53036163053281,moderate,rice,6.262700911022662,vegetative,14.512616172263204
+37.93372253766872,35.25854272978441,16.54467345608285,5.9722999206608565,low,clay,42.53433113469899,43.36422432890225,moderate,rice,17.34985926856436,vegetative,23.10676194630205
+24.786993258350392,55.92027532854924,8.359202981342994,8.063760419685293,moderate,loamy,10.46098675034684,31.013187338421304,poor,wheat,7.856490163235902,reproductive,9.083691948610513
+36.1237594318151,49.25190270143818,3.51311386982325,7.342217050578554,low,loamy,19.873094932960267,12.756496364090694,moderate,wheat,3.1115953982842064,vegetative,7.653203428237773
+15.006021862946662,72.39364885937988,7.002361589222499,6.118515435423161,moderate,sandy,17.943878814564926,53.63536348009651,moderate,rice,3.95160248499994,reproductive,6.819890057784335
+19.212866086479607,82.2144994948201,4.922622234364507,7.442916462297256,low,clay,7.603686910449258,13.701140119676428,good,wheat,6.343666444229681,vegetative,8.113508595463406
+15.76058849135214,77.08639218854306,4.574272102712918,2.192454773870192,moderate,sandy,31.97837900176745,33.20172621647034,good,wheat,16.82982039734628,reproductive,19.352585758055813
+23.20367951287672,61.83823539993914,5.651263974383323,8.21308257507491,moderate,loamy,40.94534618942656,25.097013720901547,good,wheat,19.567086848938494,seedling,20.904505771956345
+37.70473989241257,36.146526973959205,3.61861629484179,3.6930578720555545,moderate,clay,49.65484041194355,24.816547515726967,good,rice,15.183498737971304,seedling,15.60015081587443
+17.423803089974694,72.58603703649321,13.354035141652858,7.251273116489193,moderate,loamy,47.12144382408793,21.3312144990836,good,wheat,5.826151809685965,seedling,5.119035612592947
+30.16024441859501,51.76972348361241,11.599835140702345,2.911786017096073,moderate,sandy,7.219675025314264,23.5826371136878,poor,maize,17.70555934244181,reproductive,22.537299335962057
+26.287398477986105,35.13902363492461,12.96883785966857,2.915686687397612,high,loamy,16.587891434940584,57.76706459874994,good,rice,16.770569703967304,reproductive,15.59595559845791
+38.46170530914532,80.54798443275754,6.874494476563209,2.285261150693616,moderate,clay,23.54532176885084,58.60264350359786,poor,wheat,17.431264099256783,reproductive,21.13852026020385
+18.062978563427347,50.29299103095033,15.394668051480886,9.281862481228094,moderate,sandy,44.37564563134283,38.5462279119736,poor,rice,6.079896000956277,reproductive,9.70038198285826
+20.300696262555725,43.09492995069428,2.592174819083295,6.836470061534496,high,clay,21.203815025779956,36.23283541073725,moderate,rice,11.777018241791891,reproductive,12.093392016150496
+15.738549215287332,82.2871238771306,11.422734189227205,4.895695489833186,low,clay,30.66405547629913,12.418254359810716,poor,rice,13.64797935154296,vegetative,16.97416304969042
+25.84838124078434,84.1280321068203,5.509059444929479,8.30222192815447,moderate,clay,34.68168488955186,50.18677084206286,poor,maize,14.52167450993563,seedling,15.952027948917294
+21.94582248911636,50.33825023149359,10.552198013952228,7.008657604997324,moderate,loamy,18.40814314569886,18.527589156340465,moderate,rice,14.644059846081568,seedling,17.279108143265592
+36.74764834725802,51.2880851568824,6.472743504804783,6.960644143303523,low,loamy,31.187324489614557,17.129170525814168,moderate,rice,3.2269249560775424,vegetative,8.87587551399729
+30.12352032994388,64.77771165498865,15.810235301825903,5.896342354904054,low,sandy,7.28984774283856,31.20354631006869,moderate,maize,19.315742189234182,vegetative,25.0
+30.35226844939254,74.00648962863949,17.82543677676189,2.063414229345669,moderate,clay,26.6082477832045,27.377040276157963,moderate,maize,12.8476518712754,vegetative,16.387063725686268
+28.29776742203256,33.788952114411806,14.851624467432623,4.067700051399519,low,loamy,22.0341082347943,14.831829880620674,good,wheat,6.3009327698415225,vegetative,10.152228773494482
+17.296258430730024,65.6006194313083,3.511674256984936,2.872613556800664,low,sandy,21.00895688214558,17.396714675252575,moderate,rice,16.025753176421453,reproductive,19.55181911419928
+26.12546709313388,87.1692037070149,5.497337967767246,7.299278818822208,moderate,loamy,15.570180468997592,59.616856012441296,good,maize,3.9187806465215935,reproductive,4.824670131400881
+39.98762974271291,45.72563383079722,18.38716131036832,3.988966574295982,moderate,loamy,41.79804062152912,46.741284259472216,poor,wheat,5.809358124082459,vegetative,10.245778853413446
+35.88073227115037,84.52963284581602,8.744402553164026,5.601333312409656,moderate,loamy,44.68653520515587,39.92785978461515,moderate,rice,9.743260465536268,vegetative,15.481899127767033
+37.3364763541779,87.01010044578561,18.823608186985336,4.827442386319063,low,sandy,44.96578145472793,25.180824363571396,good,rice,12.57391308753989,vegetative,17.350090284785168
+35.580658981162486,46.14921845826538,7.849033777245335,3.145589903402912,low,loamy,22.82481427228521,31.422005706910173,poor,wheat,10.100375262502236,reproductive,11.608065600588263
+17.576042335774567,75.25211195312103,19.035493211813275,9.666961863061754,moderate,loamy,16.662258410288583,41.39917976917842,good,maize,8.162518153641749,vegetative,9.195932473081054
+20.68620635161999,44.3265004991736,18.51477975466662,9.467354493017726,moderate,clay,9.428553165835554,49.213978996926485,moderate,wheat,15.528444966761256,reproductive,18.418309579675817
+15.07804128391024,74.25666970392797,13.210537799732323,2.6768654882931244,high,clay,35.25834511802369,57.32045698012443,good,wheat,3.114353551344309,reproductive,1.4385517592607906
+22.587753121952787,77.84519827732956,0.1765409692300568,8.618922828223972,moderate,sandy,19.85754942912509,16.13402268523976,good,rice,14.533323716920355,vegetative,20.20076956957832
+17.715185058662314,44.83234222263896,8.006693639518739,5.906989461730985,high,clay,17.449981933309484,19.58208494513757,good,maize,19.14763339762191,reproductive,17.51850924794534
+26.819833632539577,72.9521726149941,18.22470259391192,8.18988707664681,low,clay,21.71471540019979,38.37857969890494,poor,wheat,5.558375906618588,reproductive,6.796508400681216
+31.92818721434755,78.7262723318454,17.702205782162295,3.2092570473101354,moderate,sandy,29.96256553400609,56.92466798124268,good,rice,17.547515313296067,seedling,19.981744122799213
+36.862632375951925,51.5147323264147,3.747756001922273,3.0581931022203497,moderate,clay,12.286636819714277,32.62709701820407,good,maize,6.150356288308216,seedling,9.146908438480605
+33.73042912727246,40.06216655938361,7.983649919382052,9.126060007161634,moderate,clay,48.260189709602,41.69732340810727,good,wheat,10.154513622421588,reproductive,12.769879370204162
+38.46463989446263,35.51787403905082,16.710198557589433,9.182555934728487,high,sandy,37.96763425432523,24.686273701779168,poor,rice,19.57567991852217,maturity,23.0937698210307
+16.34745725984472,64.52290221659652,11.557557065001088,5.72729730202887,moderate,clay,7.105354859483369,50.586938454204144,poor,rice,16.37433898686048,vegetative,19.568077396828237
+15.304495885413536,88.68588715894279,16.945984668924012,8.961262380919184,moderate,loamy,18.805450352491263,40.26305557122163,good,maize,9.109812247607884,vegetative,10.05883354150856
+31.53345284590532,79.37701920133297,16.53134768897126,7.339671612029042,high,sandy,7.262259672598525,29.090418011016464,poor,wheat,8.937523291995355,reproductive,11.273562278251946
+22.23381025555616,56.15037833607317,18.149640139049662,3.480077940887936,low,loamy,15.327013971656616,37.13106324994635,poor,wheat,8.474820459090665,seedling,8.72555539404991
+21.337525402644328,62.19725417129752,2.344411763891634,4.63163411745719,low,sandy,17.8965900457508,44.73785963125159,moderate,rice,9.162646956382536,seedling,13.950690960251425
+23.272177192344856,46.77167312470914,2.904302829070313,3.088485204069359,moderate,sandy,37.30908775706176,20.675633611834503,moderate,rice,19.58993529657681,reproductive,24.287476745045787
+21.744901447309104,39.78395204160381,1.6561805793810502,8.191589351447465,low,loamy,37.34329349688248,27.072254218605497,moderate,wheat,8.79319864831206,reproductive,10.117127259007743
+27.78591015753968,58.9248694939364,18.705376821908636,9.882005797566,moderate,loamy,7.039638888447985,22.525523817377632,poor,rice,10.566822708795923,reproductive,12.651426337050784
+26.00371118060331,57.81009397003111,9.503247687557865,6.371026612528093,high,sandy,31.465744107696413,58.0079756470415,moderate,maize,6.606401206348968,vegetative,11.557174634413895
+27.810713784416407,61.315797168225615,1.286505669648963,7.246915312919142,moderate,loamy,48.240978403664336,12.148407490783033,moderate,rice,13.858599633062685,vegetative,18.34441594260121
+31.817840287510904,87.16827513383645,6.430598050280825,7.968740545069093,moderate,sandy,33.27642703839887,12.822060379734914,good,rice,17.156067934662396,maturity,22.18546900334344
+24.67826272427871,66.23371800868634,7.028252822599336,3.7940728194439233,low,loamy,48.22462965853631,27.786808875215183,moderate,wheat,7.8616313963624656,reproductive,10.601453107075658
+21.28269217855392,66.34631019734243,16.191196469535146,4.688009981067474,moderate,sandy,22.125160263642552,36.90133986785538,moderate,maize,6.616804405206765,seedling,11.875715357056396
+19.15501342021864,37.681485771664605,14.70953784341846,5.298569690593878,low,loamy,25.69002310184961,26.44486204452436,moderate,maize,10.673474928577564,vegetative,13.748447863875043
+23.73685298831564,89.78933197060923,13.78774099125138,6.756706497163777,moderate,sandy,27.296893039840636,52.84662077713028,moderate,rice,14.641750837992738,vegetative,20.41509799025785
+33.5451618811543,76.37069665408012,0.4372710518275746,8.803940625190204,low,clay,46.57761926172568,18.46917338602593,poor,rice,9.91212308687653,vegetative,13.823723531059292
+33.91762275278674,82.6322006456403,18.213915928527577,4.033628356719249,moderate,loamy,22.11264737824069,28.231303735681404,moderate,rice,5.511046064444002,reproductive,8.960025262019663
+31.672634667105257,54.85802470985965,4.311105338314832,5.767110405822312,moderate,sandy,49.25382837651259,34.3975379312482,moderate,rice,6.066030174035161,vegetative,14.451178185351546
+20.850704382671864,60.12768574713749,12.581228093853555,8.012271289637694,moderate,sandy,29.440671581454428,20.108232316452792,moderate,rice,7.887668494318706,vegetative,12.662566681140913
+29.702156146367443,61.32502854973659,1.2363808602283832,2.6990799960369944,low,clay,14.815432514015114,24.50451618466393,good,maize,17.187294421868508,maturity,19.04435260828417
+29.2672415394212,41.64567235737631,1.63052183744109,6.103147666609428,low,sandy,9.665962186873992,57.37048863289398,poor,maize,11.655705364359823,seedling,17.426406318331015
+27.10665495274313,71.36934937961743,0.1915459226024429,3.1550376269258003,moderate,loamy,12.779273759039704,36.01135255183772,good,rice,12.993402301999277,vegetative,15.511566005193483
+28.749474659596608,84.1786034170474,11.318552890906613,6.313191173818795,high,clay,6.767723431423646,53.483326473469866,moderate,wheat,6.420964644668272,vegetative,9.557924001316833
+27.294765815591703,39.82234908830514,12.587593392338094,8.142582090523494,moderate,clay,36.153961396923904,23.46831403244456,moderate,maize,14.126342179856929,vegetative,18.73573313349103
+29.136409151852703,35.17909640916987,1.0092460646645751,3.895579288359518,moderate,loamy,28.260688103479584,40.6184747765459,poor,wheat,17.25953744828756,seedling,18.93382880106297
+32.88764886552822,74.29313433242052,5.809697695280778,8.795827563877639,high,sandy,38.206575165024034,48.16224184516313,good,wheat,6.401679803202035,seedling,7.690533183990757
+17.740704860085994,46.39210990037893,17.029088283560334,4.678432880654,low,loamy,40.20179547540863,31.079339411150997,moderate,rice,3.993480524015228,vegetative,7.525427690840877
+33.74064380372559,67.43175249703975,2.026167336458282,3.526278908462161,moderate,clay,46.91134196235857,41.23566011134236,good,wheat,14.28876965467929,seedling,15.670407870725034
+18.39715375318985,71.74550027953083,4.330943291066625,5.722587160566817,moderate,loamy,10.264924745997366,53.16097396760561,moderate,wheat,16.869861246213862,maturity,18.60834652260936
+16.665699960259367,49.31464581490931,8.48782416944854,9.008600656841642,low,sandy,13.374645985347946,17.039252807679773,good,rice,14.632829598606376,seedling,19.61390772386121
+39.40199215553669,78.90867584554707,16.84548205266232,2.5514644893928238,high,loamy,29.672344469449136,27.73708785073847,poor,rice,10.28339654774254,vegetative,14.68891743447162
+38.92479422176103,62.99933892685301,5.096981089504085,4.620571729733163,moderate,sandy,10.828594079833152,51.19518643635233,poor,maize,14.109765422747142,reproductive,19.478991334877477
+16.5109136235141,82.13996447710817,19.94274030726684,7.225305351752906,low,sandy,9.172477692734796,21.54481416964059,good,maize,19.94786646677427,reproductive,22.33979787690953
+26.081336036874056,75.79761315353684,7.105236262770567,4.860646949564684,low,sandy,34.98519194812543,37.805715584520605,moderate,wheat,13.60116759543505,maturity,18.160857002834103
+19.656123457494367,82.11453792224722,7.728973169672462,2.5665919578609246,moderate,clay,37.6120182095847,31.90077755236277,good,maize,11.978308451974698,vegetative,13.888110035249284
+27.133622428360454,31.209682927073644,2.4421240846158865,4.65599175024379,moderate,clay,42.95302218026255,43.24485574720337,poor,maize,12.175926232843777,vegetative,15.582001980071368
+35.75443107498968,44.61037564431568,13.603958017130616,8.567675089092242,high,clay,46.20860052731003,43.400267301247055,moderate,rice,10.973552565537494,reproductive,10.662430539635947
+38.765294368572256,35.40047642675632,4.869303655689632,9.744300180040208,moderate,loamy,24.912475009456927,38.92406317745298,moderate,rice,14.693192101745058,vegetative,18.866373724491048
+30.856316336288437,56.52498103136095,12.577351905900926,2.318233579181747,moderate,sandy,49.09434521943722,57.339019139743954,good,maize,17.36114304916,vegetative,20.90656812791099
+23.847641680295425,83.39760729691909,4.463154568058531,6.554270541080554,low,loamy,6.70491467161634,18.76631381906009,moderate,maize,15.253709420243815,vegetative,18.070945989213904
+30.08313914111496,58.05241573601215,7.7574453445293585,2.8424274642147846,low,clay,44.15574299077716,51.754348552046,poor,maize,6.831685772112184,reproductive,11.378836312030794
+22.80003265271126,80.98278267482365,17.13344183908835,7.443172233248047,moderate,clay,19.46641361316555,34.47089919362874,moderate,rice,9.233178529061176,vegetative,12.240479988200413
+37.74559102080151,49.63069428115907,14.7781182294814,2.063137808064408,high,sandy,46.47715259576261,43.09060647493615,good,rice,13.045336372310894,reproductive,16.12659342547575
+36.760011577645926,50.37420436831515,3.0918179988744687,2.117933005658986,moderate,loamy,15.017197416041146,23.687343978514875,poor,maize,19.883645530489787,vegetative,23.962427168847213
+28.955793756991525,83.73370381961266,12.154163347482028,8.21503861144459,moderate,clay,38.34471445015354,14.730655151816189,poor,rice,4.1660537563506335,vegetative,7.41825241459054
+23.11997288450901,55.549028790702096,12.572813033476187,2.5954825815783824,moderate,loamy,24.145554921408745,48.8853019942731,good,maize,6.20593106010186,vegetative,7.4628681456695505
+22.33474188957446,77.38592926767998,1.8113694700372207,4.441453394296514,moderate,loamy,22.165917801157345,22.587526772237943,good,wheat,16.170179463477893,reproductive,15.505975380122942
+15.835449867626489,44.19861287291408,9.316113086718715,9.66432339283065,low,sandy,7.673875307883041,29.51465236040469,poor,rice,6.269107342066884,seedling,10.385222812055632
+35.395521275632376,86.92804978065813,5.213367913352158,9.88197693957977,moderate,sandy,36.76602770228406,12.376227584693275,moderate,rice,14.433493472378435,maturity,21.19659269660068
+26.2595803259752,64.47469479183427,9.34260285526966,3.2912228950885343,moderate,clay,12.890874213348187,42.51019568550101,poor,maize,19.90383560218197,vegetative,25.0
+23.128323210006613,75.55941411470411,15.5414198264575,6.487215371486801,moderate,clay,25.834692568586583,44.37243223576558,good,rice,13.893696081418469,reproductive,14.614214023765104
+26.77775887494385,35.37094198769313,3.165191196206394,6.473190627922399,moderate,clay,11.35886513762381,55.08297160253152,moderate,maize,11.144468021541174,vegetative,16.204029596563043
+35.4684497613663,59.55985354983172,2.466084111760876,5.6190455242609065,low,loamy,32.20150181594012,54.55103096480297,moderate,wheat,17.154921420093633,seedling,19.722914218010654
+18.11535519268803,84.0623098640414,5.386329902115459,9.397601266111966,moderate,loamy,15.397755562376156,45.25678583319716,moderate,maize,16.12023478825624,seedling,19.167512386449648
+36.44139970604569,82.62231774259827,19.045509006931663,8.032271272993283,moderate,loamy,31.747843887407107,26.106452868462146,good,maize,15.0846298303649,seedling,15.6410176005951
+37.43772087770885,32.80883743405365,14.956484223699327,8.116215485455552,low,clay,47.59771011721955,28.731311861924137,poor,maize,4.992290344364565,vegetative,10.341907088974208
+38.6676978758472,48.2219081477368,0.3891172562909317,4.156555454154745,moderate,clay,46.44133251725992,29.085086808234315,poor,wheat,13.7400373758836,vegetative,18.72304751838707
+24.93719981056569,56.599200388744805,8.020096849667533,5.47455817761311,moderate,clay,14.020896159904911,16.48161251720999,moderate,wheat,3.2255092622027104,seedling,6.15825935856311
+20.4285101009418,40.33588886134729,5.147959581607704,5.899389587803625,high,clay,9.46335242571405,57.36434803143898,good,rice,3.960593092140512,vegetative,3.65721346765265