diff --git "a/Features_batch_2.csv" "b/Features_batch_2.csv"
--- "a/Features_batch_2.csv"
+++ "b/Features_batch_2.csv"
@@ -1,1001 +1,1001 @@
 Latitude,Longitude,Sample Date,blue_mean,blue_median,blue_std,green_mean,green_median,green_std,red_mean,red_median,red_std,nir08_mean,nir08_median,nir08_std,swir16_mean,swir16_median,swir16_std,swir22_mean,swir22_median,swir22_std,NDVI_mean,NDVI_median,NDVI_std,NDWI_mean,NDWI_median,NDWI_std,MNDWI_mean,MNDWI_median,MNDWI_std,NDMI_mean,NDMI_median,NDMI_std,NDTI_mean,NDTI_median,NDTI_std,NDWI_30d_median,NDVI_30d_median
--28.141944,26.417778,16-11-2011,9132.666666666666,9030.5,254.08506886911363,10092.583333333334,9988.0,326.10439492421574,10496.0,10288.5,553.076697514308,15927.0,15795.5,387.2471217883141,15530.5,15284.5,880.9946556780769,12670.166666666666,12347.0,861.6355410239039,0.20582261681556702,0.21462437510490417,0.03252783417701721,-0.22422364354133606,-0.23002582788467407,0.021918147802352905,-0.2116798460483551,-0.2145526185631752,0.014365093782544136,0.013223627582192421,0.016416773200035095,0.03684147447347641,0.01917272061109543,0.018084928393363953,0.011646667495369911,2.3292937984531132,0.1976612728050088
--30.160091,27.40124,16-11-2011,9832.9375,9731.0,431.54771879103936,11063.75,10822.5,593.3894694886319,12005.375,11835.0,687.7515789694706,14963.875,15148.0,1593.3965637514723,15848.75,16030.5,2491.2080528330025,13396.6875,13600.5,1801.7408844902616,0.10739848017692566,0.11589619889855385,0.044840604066848755,-0.14735065400600433,-0.1590799242258072,0.046677399426698685,-0.17148564755916595,-0.16962536424398422,0.06741656363010406,-0.025233669206500053,-0.01544434716925025,0.03857417777180672,0.04070672765374184,0.04254569299519062,0.007527362555265427,2.350636371461121,0.12662775299313284
--34.02861,22.22222,16-11-2011,8633.5625,8625.0,203.98497761783833,9416.5625,9399.0,273.2267759458249,9257.5625,9279.5,392.90647245082386,17300.3125,17439.5,1178.5622447897056,13430.125,13168.0,953.9969781791764,10520.4375,10643.5,741.2857047682426,0.3015623390674591,0.3112964481115341,0.042682718485593796,-0.2937673032283783,-0.3027254790067673,0.03656044602394104,-0.17458610236644745,-0.17242109775543213,0.024351421743631363,0.1257687658071518,0.11695645749568939,0.04005730152130127,-0.008750797249376774,-0.008007868425920606,0.00879748910665512,,
--33.818056,19.694722,16-11-2011,9084.333333333334,9041.0,201.29676820279278,9890.333333333334,9778.0,257.4992988124218,10200.333333333334,10089.0,504.44711208301004,14376.5,14451.0,1209.6869774174363,13802.083333333334,14347.5,1651.1398314666012,11523.166666666666,11617.5,1274.5591939525166,0.16837874054908752,0.1777467429637909,0.045197390019893646,-0.18291251361370087,-0.18922610580921173,0.04236244782805443,-0.16101402044296265,-0.1870066300034523,0.0555361770093441,0.022427765652537346,0.027032663114368916,0.04061637446284294,0.01498356368392706,0.015654100105166435,0.013594048097729683,2.4111081308003723,0.18430913348946135
--34.075556,20.145556,16-11-2011,9854.8125,9896.0,166.1611487193983,11048.5625,11196.0,279.7657432455768,12023.625,12060.5,365.5887161483516,16406.25,16312.0,328.2471439327386,18141.625,17931.0,465.4172690983866,14697.4375,14517.5,478.43272368615214,0.15427470207214355,0.15371398627758026,0.008476619608700275,-0.19519169628620148,-0.19622012972831726,0.008295785635709763,-0.24294693768024445,-0.24108625948429108,0.01366272009909153,-0.05016506090760231,-0.04811251536011696,0.00943287368863821,0.042189277708530426,0.04256603121757507,0.004564270377159119,2.1978688668115463,0.15371398924872687
--34.005833,22.351111,16-11-2011,9165.6875,9204.0,341.41575072592946,9959.25,9989.0,487.1072135577547,10177.625,10343.0,664.4265266942614,16265.5,16188.5,406.70489915908314,15715.0625,16232.5,1329.0180335848531,12350.6875,12834.0,1063.167597250664,0.2307671308517456,0.23173803091049194,0.03741009533405304,-0.24066898226737976,-0.24893027544021606,0.029441045597195625,-0.2227664291858673,-0.21983882039785385,0.029142916202545166,0.01886739581823349,0.005944040138274431,0.04905019700527191,0.010351629927754402,0.01436767540872097,0.011591135524213314,,
--28.058889,30.373611,16-11-2011,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,2.2896979284639536,0.10947361393297897
--22.91028,29.61111,17-11-2011,10388.833333333334,10365.0,98.47743678404487,11054.5,10976.0,250.71879998649217,11376.666666666666,11215.0,444.9875154303645,15642.5,15644.5,502.2007400764493,15043.166666666666,14781.0,1675.8319741416667,12553.833333333334,11790.0,1674.1761572652847,0.15791632235050201,0.1525041088461876,0.02160758338868618,-0.17166997492313385,-0.1621953621506691,0.017790867015719414,-0.14963847398757935,-0.15110482275485992,0.04488194361329079,0.02232174761593342,0.04156302660703659,0.05045847222208977,0.014115349389612675,0.013622167520225048,0.008695744909346104,2.2683874101521884,0.15250411294333704
--27.38972222,26.46388889,17-11-2011,10179.083333333334,10378.0,601.3489639043946,11530.416666666666,11782.5,861.82243514672,12427.5,12667.0,1211.4073427216792,14425.666666666666,15162.0,2396.6761126378524,16197.666666666666,17503.0,2800.3653134705282,14451.416666666666,14899.0,2218.29970391489,0.06930303573608398,0.05212526209652424,0.05133892595767975,-0.10528044402599335,-0.10129357501864433,0.059003353118896484,-0.16102172434329987,-0.17889223247766495,0.06108783185482025,-0.05687415227293968,-0.06291406229138374,0.02069130912423134,0.03640873357653618,0.040622908622026443,0.015291962772607803,2.48223721845955,0.0877644991263592
--27.398611,26.614722,17-11-2011,9343.333333333334,9358.0,384.5736455984587,10281.166666666666,10240.0,528.2271975411927,10716.666666666666,10631.5,793.644266798559,15091.166666666666,15641.0,1304.6406806303244,14279.083333333334,13904.0,1963.073035588731,12291.5,12090.5,1734.4231750066072,0.1686767041683197,0.168888658285141,0.04161917790770531,-0.1881089210510254,-0.19450289756059647,0.03640405461192131,-0.158449187874794,-0.16480427235364914,0.04661879315972328,0.03041784092783928,0.025064553134143353,0.03920770063996315,0.020028140395879745,0.02009719517081976,0.012552203610539436,2.344575955847298,0.16698895947662684
--27.671111,27.236944,17-11-2011,9795.125,9825.0,754.0488938888512,10810.0625,10859.0,907.0929161854093,11195.75,11162.5,1375.4738956083463,14707.375,15352.0,2314.971432734106,14796.0,15420.0,3046.8681461461374,12839.0625,13345.5,2493.7088710580774,0.13262301683425903,0.12067276239395142,0.03962964192032814,-0.1476413905620575,-0.1497492864727974,0.05035228654742241,-0.14579766988754272,-0.16634637117385864,0.06738803535699844,0.001632993808016181,0.01028353488072753,0.04032532870769501,0.015475623309612274,0.019350178074091673,0.02181609906256199,2.3850380342064637,0.12067276197816491
--33.897778,20.012778,17-11-2011,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,2.1197086936731906,0.14405967896432614
--27.902778,24.615556,18-11-2011,9836.25,9850.5,47.261903262564445,11392.25,11408.0,92.07978877039196,12496.0,12468.0,129.8402865061534,17340.0,17279.5,574.4601813877094,18508.75,18565.5,274.52811786773316,15503.75,15561.5,157.1406615106351,0.1620606631040573,0.16497429460287094,0.018050260841846466,-0.2067163735628128,-0.20850098878145218,0.014259953051805496,-0.23796196281909943,-0.238793782889843,0.003650824772194028,-0.03281468152999878,-0.02978922426700592,0.012409617193043232,0.046193577349185944,0.04507517069578171,0.003680831752717495,2.083952432986094,0.16497429780727707
--28.760833,17.730278,19-11-2011,8345.75,8346.0,51.66901876366533,9021.166666666666,9011.0,42.88906879639872,8590.166666666666,8562.0,65.8189857783367,8197.083333333334,7952.0,463.7996080085545,7707.5,7714.0,72.12546938033286,7635.75,7616.5,109.98797282733538,-0.02415696159005165,-0.0352441631257534,0.025248287245631218,0.04859130457043648,0.062429994344711304,0.027139706537127495,0.078542061150074,0.0799688845872879,0.004874207079410553,0.030013928189873695,0.02014111541211605,0.024753350764513016,-0.02448154240846634,-0.023950778879225254,0.003544509643688798,0.06137162675565283,3.776807911422918
--29.161667,23.696389,21-11-2011,9582.916666666666,9640.0,169.88646126817235,10810.666666666666,10836.5,190.23202207363045,10231.916666666666,10309.0,206.48585840735493,8913.833333333334,8924.0,320.04422437462534,8468.666666666666,8462.0,320.5256966644363,8260.5,8280.0,266.46904135377525,-0.06904580444097519,-0.07201164960861206,0.01485530100762844,0.09637695550918579,0.10192747414112091,0.017481066286563873,0.12171439826488495,0.1291220709681511,0.017797566950321198,0.025645092129707336,0.021769346669316292,0.00901618879288435,-0.027526816353201866,-0.028869368135929108,0.004904911853373051,0.10065443228500218,3.3463113919757674
--27.01011111,26.69808333,21-11-2011,8875.6875,8930.0,217.61885222505424,9534.1875,9510.5,259.6989167165508,9451.8125,9394.5,342.12556517125404,12375.4375,12271.5,2346.879256820374,10939.9375,11035.5,1948.0061751939468,9642.5,9598.5,1205.5106801683676,0.12428199499845505,0.12971236184239388,0.08885449171066284,-0.11990352720022202,-0.12181403860449791,0.08908896893262863,-0.0605270192027092,-0.06103305146098137,0.0822192057967186,0.06031905859708786,0.058429181575775146,0.028691479936242104,-0.004477330949157476,-0.0034926636144518852,0.008606435731053352,2.698852831048464,0.1503519435381452
--29.7775,29.470833,21-11-2011,9176.0,9211.0,136.8685500763415,10069.6875,10169.0,327.71437997706175,10271.8125,10326.0,414.33489153551864,15702.0,14826.0,3309.89050045466,15045.1875,15466.5,2518.750960762844,12351.6875,12396.0,1476.0006655973261,0.19714629650115967,0.1706787720322609,0.08763031661510468,-0.20650236308574677,-0.18317587673664093,0.08717413991689682,-0.19020982086658478,-0.20644231140613556,0.07079741358757019,0.017760977149009705,0.030039798468351364,0.04758867248892784,0.009789198637008667,0.007834247779101133,0.010216448456048965,2.461493906379472,0.1828752678261195
--29.744167,29.905833,21-11-2011,8881.0,8910.0,121.68812596141005,9696.5,9741.0,200.7327825742472,9807.8,9964.5,514.6884105942157,13401.3,13912.5,1268.5273390826073,14166.8,15161.0,2169.7882292979657,11787.5,12294.5,1663.1072875794875,0.15298841893672943,0.1540725752711296,0.028539668768644333,-0.1578540802001953,-0.17377792298793793,0.04126787558197975,-0.18008525669574738,-0.21747298538684845,0.07387372851371765,-0.02347366325557232,-0.034028866328299046,0.03702984377741814,0.0051081012934446335,0.010868555633351207,0.016787897795438766,2.587773851159491,0.1531387445021991
--26.861111,28.884722,21-11-2011,9498.25,9491.0,244.81357703362778,10336.6875,10379.0,328.2249074091575,10939.1875,11107.5,575.7092602553392,14061.5,14152.0,460.69838289275555,16085.5625,16846.5,1825.0693811726035,13461.5,14296.5,1563.856211420986,0.12525363266468048,0.12513715773820877,0.02180766873061657,-0.15262049436569214,-0.15175621211528778,0.013679307885468006,-0.21416707336902618,-0.23201346397399902,0.04362305626273155,-0.06385999172925949,-0.07853657379746437,0.05245295539498329,0.02786398120224476,0.033048857003450394,0.011895022355020046,2.502474256506243,0.13036590094534778
--26.45,28.085833,21-11-2011,9288.75,9288.0,74.03504237859258,10146.1875,10161.0,67.49279475432915,10301.1875,10266.0,103.73657669187855,15514.0625,15522.0,228.011641355765,14872.8125,14844.0,184.37028595668554,12494.5625,12484.5,205.35669235199032,0.20188109576702118,0.20324338227510452,0.010042194277048111,-0.20914119482040405,-0.21058542281389236,0.006029658485203981,-0.18888452649116516,-0.18970860540866852,0.007381779607385397,0.021084675565361977,0.022336099296808243,0.010618587955832481,0.0075659058056771755,0.006645547458902001,0.006722274702042341,2.3445881984018637,0.20324338427280098
--26.98472222,26.63227778,21-11-2011,9576.8125,9583.5,359.0851602945324,10673.0625,10615.0,560.1811614056206,11431.625,11543.0,807.4674045278856,15151.6875,15206.0,1158.9714577347236,16856.125,16756.5,2327.95016793208,14173.25,13988.5,2130.672355736564,0.13972154259681702,0.138066828250885,0.01579180918633938,-0.17263111472129822,-0.1732283979654312,0.018520381301641464,-0.22017952799797058,-0.22271915525197983,0.04452212154865265,-0.04975193366408348,-0.053500477224588394,0.04238913580775261,0.03374422341585159,0.03378786891698837,0.01213034801185131,2.3746734811514667,0.13882937128150502
--31.554722,29.245556,21-11-2011,9228.636363636364,9201.0,222.67353711707955,10285.363636363636,10243.0,227.27367272530617,10225.272727272728,10171.0,370.4302390241259,17580.0,17592.0,465.3485497208224,14619.727272727272,14577.0,470.48583997803235,11471.363636363636,11486.0,430.44190247344494,0.26447129249572754,0.27517959475517273,0.02514333464205265,-0.26162493228912354,-0.27018049359321594,0.019620852544903755,-0.17388072609901428,-0.17042143642902374,0.010624236427247524,0.091984823346138,0.09547707438468933,0.019435616210103035,-0.0031316846143454313,-0.0038459666538983583,0.008531412109732628,2.107654979859009,0.29661118428672095
--25.127778,27.628889,22-11-2011,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
--25.20639,27.558,22-11-2011,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
--24.69514,27.40906,22-11-2011,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.5057003923431047,1.0000745557568864
--29.987778,29.851667,22-11-2011,8650.65,8575.0,298.3924052317686,9419.75,9354.5,344.362000662094,9374.0,9241.0,465.36372871120926,16292.15,16425.0,1199.970511096002,13961.15,13857.5,1016.477853915175,11352.3,11256.5,863.3137957892252,0.2681199312210083,0.27784812450408936,0.051408566534519196,-0.26579082012176514,-0.2756526917219162,0.045210205018520355,-0.19298173487186432,-0.20083453506231308,0.035955652594566345,0.07688804715871811,0.06767400726675987,0.04712706431746483,-0.0026983413845300674,-0.0006186800237628631,0.009379574097692966,2.2329891163219147,0.2950946087306542
--27.169444,29.233889,22-11-2011,9745.1,9782.0,127.4036498692247,10860.45,10898.0,196.37781824839587,11264.7,11336.0,289.3167986826897,16943.35,17011.0,488.43006408287357,19082.4,19616.0,1584.5676508120441,15192.4,15585.0,1219.6748501137506,0.20123960077762604,0.20140665769577026,0.01310951728373766,-0.21863390505313873,-0.21624423563480377,0.010788305662572384,-0.2725372016429901,-0.28391440212726593,0.03529416769742966,-0.057591505348682404,-0.07371454313397408,0.037760380655527115,0.01818472146987915,0.018456493504345417,0.004931504838168621,2.1400284954225777,0.1962234660158889
--26.970278,27.211111,22-11-2011,8513.125,8368.0,325.19530189564546,9059.25,8879.0,360.2008988050974,8941.6875,8759.5,424.43590781618605,9309.1875,9142.0,763.1661204113755,8561.625,8400.0,508.2402083414889,8128.875,8042.0,328.9007971638257,0.01899135299026966,0.0013035412412136793,0.03860463947057724,-0.012313168495893478,0.002991837915033102,0.039631396532058716,0.028714099898934364,0.0362542849034071,0.02613033354282379,0.041055385023355484,0.03879454918205738,0.016475073993206024,-0.006687766872346401,-0.007006586063653231,0.005075138062238693,0.026928978023860652,1.7098775894538605
--26.880278,26.965,22-11-2011,9238.5,9339.0,257.31449628810265,10159.5,10270.0,229.8320038636917,10576.0,10835.5,590.8633513766106,14376.0,14101.0,858.1812162940879,15776.75,16253.5,1014.9880233283543,12782.25,13326.5,1182.1954946200733,0.15170201659202576,0.1306111067533493,0.05533406138420105,-0.17085148394107819,-0.15685418993234634,0.03861735388636589,-0.2155701220035553,-0.2255667969584465,0.021083103492856026,-0.04613379389047623,-0.07115619443356991,0.061634406447410583,0.019398830831050873,0.0267867399379611,0.017418311908841133,2.5311869295013416,0.1306111075742414
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