diff --git "a/Features_batch_4.csv" "b/Features_batch_4.csv"
--- "a/Features_batch_4.csv"
+++ "b/Features_batch_4.csv"
@@ -1,1001 +1,863 @@
 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
--29.658056,25.973333,08-02-2013,9341.0,9347.0,62.01290188339843,10473.05,10455.5,68.94597522698479,10955.3,10952.0,115.4807776212128,15848.85,15802.0,131.92659891015157,16980.45,17006.0,211.4730420171801,13421.4,13413.0,175.4002280500228,0.18257208168506622,0.18262095749378204,0.005141957197338343,-0.2042219638824463,-0.20520153641700745,0.004720411263406277,-0.23699600994586945,-0.23814085125923157,0.006568091455847025,-0.034445393830537796,-0.037059102207422256,0.007807394955307245,0.022487526759505272,0.02441292814910412,0.005487415008246899,2.5649209580813164,0.15816364175809589
--31.000833,26.353056,08-02-2013,9141.666666666666,9073.0,176.95824994111527,9925.777777777777,9880.0,162.98110168413035,10321.111111111111,10321.0,295.0225770812368,14323.777777777777,14068.0,607.2044828149882,14146.111111111111,14660.0,1074.6729160741002,11749.333333333334,12201.0,785.4217550675137,0.16203594207763672,0.15662254393100739,0.029427209869027138,-0.1808994859457016,-0.17827379703521729,0.02400382235646248,-0.1737135648727417,-0.192609965801239,0.035635992884635925,0.007284210063517094,-0.01860683783888817,0.046076055616140366,0.01938602700829506,0.0218306016176939,0.008516495116055012,2.561710028567086,0.16013447757232593
--28.96362,19.15486,09-02-2013,8916.375,8772.5,348.03481776253363,9957.0,9780.0,491.05422307521195,10010.875,9659.5,851.9602305125516,9924.75,9468.5,1488.0443751783748,9592.8125,9062.0,1655.0545768474676,9157.75,8792.0,1320.6601805536502,-0.007952786982059479,-0.01680983230471611,0.0391344279050827,0.006451727356761694,0.016233198810368776,0.05223134160041809,0.025306159630417824,0.039009432308375835,0.06261633336544037,0.01895434968173504,0.017003293614834547,0.03338022157549858,0.0015045850304886699,-0.0034501133486628532,0.018484866246581078,1.2849801068319315,3.2529651393987944
--23.281,30.54305556,10-02-2013,9208.15,9244.0,324.75810613439654,10274.35,10310.5,522.3693401224846,10484.25,10437.5,857.0805023450248,14478.0,14018.5,2307.763614411147,13466.85,13531.5,2138.403078818397,11522.5,11588.5,1506.7550729962718,0.1543203741312027,0.12245821952819824,0.08332251757383347,-0.16342858970165253,-0.14248137176036835,0.07338371872901917,-0.12815451622009277,-0.1331336945295334,0.06580881774425507,0.03638387843966484,0.02660287916660309,0.049418866634368896,0.009074586443603039,0.010588945355266333,0.017962485551834106,,
--24.058889,31.237222,11-02-2013,9705.2,9781.0,219.59385237296604,10840.95,10882.0,355.5975920897103,11259.4,11276.0,733.8661594596116,18359.65,18665.5,1693.5487969054802,15853.75,16651.5,2314.2440207333366,12662.05,12683.0,1508.5224385139256,0.23730149865150452,0.24918842315673828,0.07429791986942291,-0.2547403573989868,-0.26685047149658203,0.058093998581171036,-0.1808571219444275,-0.21644119918346405,0.08999447524547577,0.07709825038909912,0.07347843050956726,0.04400477930903435,0.01813681423664093,0.015783770941197872,0.017496608197689056,2.2945184476278264,0.20671240199160884
--26.970278,27.211111,11-02-2013,8634.375,8512.0,288.62516240792314,9089.875,8945.0,332.5533556814605,8826.625,8671.5,385.9977129142089,9414.5625,9018.0,732.5156968241363,8319.375,8008.0,603.5535265202251,7955.8125,7698.0,426.57402914822416,0.03120102547109127,0.015392633154988289,0.030323626473546028,-0.01637829653918743,0.0015568516682833433,0.033350974321365356,0.0451631098985672,0.06091882102191448,0.029598882421851158,0.06154308468103409,0.05932103842496872,0.015485187992453575,-0.014833517372608185,-0.013070051558315754,0.008091660216450691,3.2091977107039895,0.04572311537596739
--26.45,28.085833,11-02-2013,9001.285714285714,8982.5,69.35666470336871,9835.214285714286,9828.0,131.723833710331,9469.5,9476.0,80.79935466503254,17997.85714285714,18070.0,659.5000116043384,13678.07142857143,13578.5,304.13447784203106,10346.357142857143,10329.0,230.72946655053377,0.310103178024292,0.3123932182788849,0.016721343621611595,-0.2929397225379944,-0.29631344974040985,0.01378258503973484,-0.1633484661579132,-0.16091756522655487,0.007350028492510319,0.136133074760437,0.1396038979291916,0.013668889179825783,-0.01891699619591236,-0.015892705880105495,0.007091620936989784,,
--31.031389,28.883333,11-02-2013,9110.5625,9114.0,156.52235014128175,10533.125,10364.0,367.49045480801266,11554.8125,11160.0,913.0792831642551,15418.5625,15572.0,480.76436129745514,13744.25,15122.0,3502.052496394079,11342.0,11886.5,2312.2117928511652,0.1441209763288498,0.16715940088033676,0.05221527814865112,-0.18813209235668182,-0.19977273792028427,0.030111117288470268,-0.11201202124357224,-0.18907998502254486,0.15560698509216309,0.07433293759822845,0.019662348087877035,0.12513990700244904,0.04501007869839668,0.034971822053194046,0.022564517334103584,2.4871268590891744,0.15671749855052075
--30.86013889,29.07125,11-02-2013,9441.75,9486.5,532.9495168400099,10873.625,10814.0,760.1792448988593,11564.0,11507.0,1308.273002855291,15269.4375,15293.0,1174.2845145422596,12002.5625,11879.5,2737.6818882210823,10296.75,10352.5,1762.6595849737976,0.13862045109272003,0.12061785906553268,0.09005038440227509,-0.16711388528347015,-0.16123943030834198,0.06626853346824646,-0.03652378171682358,-0.04266216512769461,0.14640407264232635,0.13054996728897095,0.11938948556780815,0.08214664459228516,0.02872323989868164,0.027779659256339073,0.02582854963839054,2.3289789237783856,0.12061785626611335
--30.77586667,29.03221667,11-02-2013,9067.95,8854.5,467.8674465059521,10343.1,10074.5,620.4265387618424,10665.8,10094.5,1118.7057075030948,16392.9,16629.0,1098.8292815537816,14177.05,15394.0,2227.371510884522,11334.9,11773.5,1279.708634807158,0.21177586913108826,0.25670985877513885,0.07939659804105759,-0.2252623289823532,-0.2543644607067108,0.058286167681217194,-0.14875063300132751,-0.21247631311416626,0.11412341147661209,0.07825877517461777,0.05620555579662323,0.05854104086756706,0.013655340299010277,0.0040911464020609856,0.021910591050982475,2.2132077053948365,0.25670986251727335
--33.818056,19.694722,11-02-2013,9114.416666666666,9109.0,200.66450372588463,10034.083333333334,10046.5,240.1733604202505,10332.5,10249.5,386.98675687935366,14841.416666666666,14818.5,1338.8822737849491,14433.166666666666,14729.5,1239.722874498795,11932.833333333334,11902.0,1178.8353598172882,0.17692773044109344,0.17685366421937943,0.05527624115347862,-0.1909603625535965,-0.1930570900440216,0.049876466393470764,-0.17767979204654694,-0.18549182265996933,0.045710545033216476,0.013856250792741776,0.012015999760478735,0.058447789400815964,0.014442911371588707,0.01850542053580284,0.011246489360928535,2.464492044292179,0.18382845439919804
--27.01011111,26.69808333,12-02-2013,8873.375,8832.0,152.61834547327527,9534.8125,9488.0,178.99204547618868,9111.75,9104.5,233.8595999740015,12750.375,12491.0,2550.646973686284,10208.0625,10099.0,1656.9122437817127,8856.3125,8694.0,894.0011688156509,0.15537315607070923,0.1605186089873314,0.09507425874471664,-0.13318176567554474,-0.1300792694091797,0.0998479574918747,-0.02739572525024414,-0.02018695417791605,0.08359359204769135,0.10720012336969376,0.09966326132416725,0.03769697993993759,-0.02276180125772953,-0.024540670216083527,0.010504293255507946,2.569414210004647,0.2205033572555941
--34.065833,20.404167,12-02-2013,8219.4,8249.0,130.17209122286286,8614.666666666666,8610.0,249.7344367300771,8494.8,8451.0,248.48050225319494,12636.066666666668,13107.0,2132.059519702852,10147.6,10192.0,1348.4797761429968,8742.266666666666,8736.0,603.0418964623344,0.18778453767299652,0.21895158290863037,0.07476286590099335,-0.1810782253742218,-0.2071283906698227,0.07378389686346054,-0.07729003578424454,-0.08396555483341217,0.05343201756477356,0.10587035119533539,0.11596424132585526,0.0322284959256649,-0.007007287349551916,-0.006703847553580999,0.005612790118902922,,
--24.670833,28.560833,12-02-2013,9085.55,9101.0,109.75813181719157,9763.8,9764.0,111.2104311654262,9715.4,9769.0,235.12366958687932,15963.5,16271.0,529.2769124003048,14037.85,14149.0,683.0889601655117,10649.95,10655.0,386.7437749983831,0.24310602247714996,0.24605606496334076,0.018562067300081253,-0.24067683517932892,-0.24758456647396088,0.016368059441447258,-0.1789298951625824,-0.18219173699617386,0.02142307534813881,0.06449072062969208,0.06231830455362797,0.01671246998012066,-0.002601172076538205,-0.003457046113908291,0.00779237924143672,,
--25.127778,27.628889,12-02-2013,8831.8125,8853.0,78.17066165608425,9674.625,9683.0,65.32598544989581,10212.25,10215.0,80.85828652649029,14050.8125,13977.0,150.3180872142471,16312.875,16231.0,260.61438827317266,13854.4375,13949.5,230.34918296740278,0.15818969905376434,0.15852294117212296,0.004832940641790628,-0.18443143367767334,-0.18372047692537308,0.0041427225805819035,-0.255382239818573,-0.25311556458473206,0.005777436308562756,-0.07446134090423584,-0.07339632138609886,0.006067603826522827,0.027029361575841904,0.028055627830326557,0.004417571239173412,,
--25.20639,27.558,12-02-2013,8473.0625,8512.5,144.85789103031289,9441.875,9529.0,250.40014851233616,9599.25,9769.0,406.90040243283124,20153.1875,20152.0,2911.1382485797117,15610.3125,15672.5,351.59008780645394,11834.5,11947.5,507.1403898330323,0.34799104928970337,0.34556402266025543,0.07910849153995514,-0.3553851246833801,-0.3578721284866333,0.07213257253170013,-0.24618427455425262,-0.25075776129961014,0.01813959702849388,0.12150341272354126,0.11726461350917816,0.0641116127371788,0.007978045381605625,0.01003147242590785,0.009729456156492233,,
--24.69514,27.40906,12-02-2013,9251.5625,9215.5,192.97699628129254,10076.75,10057.0,290.761822631514,10643.875,10488.5,286.664192697658,13382.625,13271.0,792.0406298763971,15143.1875,14928.5,558.0150332596336,13345.5,13410.5,857.5467917262591,0.11319732666015625,0.09858612343668938,0.030398137867450714,-0.14018280804157257,-0.12766017019748688,0.024878626689314842,-0.2007589489221573,-0.20137474685907364,0.0072779483161866665,-0.06219565123319626,-0.07971109449863434,0.03134435787796974,0.027397911995649338,0.02793806418776512,0.007621353026479483,,
--28.747778,31.745833,12-02-2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.3983433236729874,0.3500421331416461
--29.380556,30.2775,12-02-2013,8304.416666666666,8294.0,83.0456283550729,9316.166666666666,9315.5,84.40856328332781,8650.583333333334,8666.0,145.17314853496688,19743.666666666668,19773.0,1117.1965906778548,13145.416666666666,13311.0,884.6377279554733,9656.916666666666,9634.0,352.27793438640964,0.3896101415157318,0.3889455497264862,0.03120964579284191,-0.3578522801399231,-0.3558417558670044,0.026309501379728317,-0.16918137669563293,-0.17502041161060333,0.0338154211640358,0.20085738599300385,0.19483670592308044,0.020211298018693924,-0.03709239140152931,-0.04183323495090008,0.007790531497448683,1.8896041638131762,0.390809043282585
--26.861111,28.884722,12-02-2013,9011.4375,9034.0,130.09946615474638,9961.4375,9922.0,148.05023165719803,9649.25,9617.0,262.28789049439547,20011.3125,20271.5,1571.3788419231532,14520.4375,15094.5,1521.0813574867552,10902.9375,11072.0,906.6454977518777,0.3476059138774872,0.33942271769046783,0.03717755898833275,-0.33353739976882935,-0.3330933451652527,0.03419116884469986,-0.1830771565437317,-0.19636139273643494,0.04826650023460388,0.16007117927074432,0.14774435758590698,0.03716866299510002,-0.016045713797211647,-0.017143416218459606,0.00825535785406828,2.149554063968127,0.30664513672572236
--26.648056,27.089444,12-02-2013,8672.875,8692.0,125.02843426597008,9421.5,9447.0,174.8191923102266,9178.4375,9194.0,259.1826018345946,16000.125,15815.5,636.2506262275897,13683.75,13855.0,933.0938122718422,10572.5,10529.0,771.4345403208233,0.27049657702445984,0.2662440538406372,0.029504895210266113,-0.2583225667476654,-0.2542678117752075,0.024854836985468864,-0.18329618871212006,-0.1872769370675087,0.02479882724583149,0.07863226532936096,0.07878002524375916,0.04831360653042793,-0.01318107359111309,-0.012846379075199366,0.006110654678195715,2.1090003471995846,0.23712258020160937
--26.880278,26.965,12-02-2013,8755.666666666666,8735.0,180.22270173932645,9575.333333333334,9598.0,199.86884588538445,9482.333333333334,9651.0,331.6396973959675,15379.333333333334,15425.0,724.5441478765956,14476.333333333334,15203.0,1086.8800404010658,11135.666666666666,11599.0,781.523867553356,0.23661890625953674,0.2241092026233673,0.03627728298306465,-0.23190419375896454,-0.23286576569080353,0.03217526897788048,-0.20230308175086975,-0.21570509672164917,0.02854580245912075,0.03100193478167057,0.0045260656625032425,0.059322796761989594,-0.005080881994217634,-0.008068245835602283,0.010683232918381691,2.3084768070393205,0.1485790367767208
--26.98472222,26.63227778,12-02-2013,8925.25,8928.0,194.4317039476844,9842.0,9783.0,303.8461781888987,9661.8125,9624.5,504.8018446318813,16439.0,16558.5,1096.7631353213874,13969.5625,13556.0,1916.0719574415127,11121.5,11094.5,1448.5778370526039,0.2589879333972931,0.25030889362096786,0.029697606340050697,-0.2500101327896118,-0.2442530319094658,0.025646088644862175,-0.16852569580078125,-0.1618444249033928,0.05223629251122475,0.08451305329799652,0.08813018724322319,0.0547204315662384,-0.00967409834265709,-0.01077477540820837,0.01304851658642292,2.300040747438889,0.23216099696697823
--29.042222,24.6,12-02-2013,9685.25,9634.0,171.77132327603465,10828.0,10824.0,187.09703364831844,10786.6,10748.0,199.33047935526574,13363.8,12455.0,2234.496578650323,12052.2,11540.0,1688.595647276162,10510.05,10376.0,897.0163028061419,0.09936363250017166,0.06631665863096714,0.08005466312170029,-0.09731219708919525,-0.06358567625284195,0.08798801898956299,-0.0485745407640934,-0.022669252008199692,0.07357184588909149,0.049448154866695404,0.046485135331749916,0.025084642693400383,-0.0019257746171206236,-0.0029288455843925476,0.010641707107424736,2.203222680064074,0.2164921121194316
--34.075556,20.145556,12-02-2013,9568.0,9626.0,137.87902306007248,10697.1875,10732.0,222.86633290775438,11457.875,11494.0,277.6843700588854,15278.625,15183.0,395.3371780834684,17463.125,17498.0,466.95287168514125,14045.5,13947.0,526.8303806729449,0.14287129044532776,0.14358757436275482,0.00979708507657051,-0.1763015240430832,-0.17792735993862152,0.009374965913593769,-0.24016539752483368,-0.2379111349582672,0.011662842705845833,-0.06669336557388306,-0.06658942252397537,0.014620166271924973,0.034295614808797836,0.03465709276497364,0.0038439135532826185,,
--28.058889,30.373611,12-02-2013,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,2.2873469793489845,0.24016745847196685
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