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dshean committed Nov 14, 2019
1 parent 672420e commit 9782674
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95,087 changes: 95,087 additions & 0 deletions data/mb/hma_mb_20190214_1015_nmad.csv

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95,087 changes: 95,087 additions & 0 deletions data/mb/hma_mb_20190215_0815_rmse.csv

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13 changes: 13 additions & 0 deletions data/regions/brun_update.csv
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region,orig_mb_mwea,orig_mb_err_mwea,orig_mb_gta,orig_mb_err_gta,new_mb_mwea,new_mb_err_mwea,new_mb_gta,new_mb_err_gta
East Himalaya,-0.42,0.33,-1.00,0.80,-0.42,0.20,-1.00,0.50
Central Himalaya,-0.33,0.32,-1.60,1.50,-0.33,0.20,-1.60,1.00
Hindu Kush,-0.12,0.14,-0.60,0.70,-0.12,0.07,-0.60,0.40
Inner TP,-0.14,0.14,-1.80,1.80,-0.14,0.07,-1.80,0.90
Karakoram,-0.03,0.14,-0.50,2.50,-0.03,0.07,-0.50,1.20
Kunlun,0.14,0.14,1.40,1.40,0.14,0.08,1.40,0.80
Nyainqentanglha,-0.62,0.35,-4.00,2.20,-0.62,0.23,-4.00,1.50
Pamir Alay,-0.04,0.14,-0.10,0.30,-0.04,0.07,-0.10,0.10
Pamir,-0.08,0.14,-0.60,1.00,-0.08,0.07,-0.60,0.50
Spiti Lahaul,-0.37,0.15,-2.90,1.20,-0.37,0.09,-2.90,0.70
Tien Shan,-0.28,0.32,-3.00,3.50,-0.28,0.20,-3.00,2.20
West Himalaya,-0.34,0.15,-1.60,0.70,-0.34,0.09,-1.60,0.40
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16 changes: 16 additions & 0 deletions data/runoff/HMA_basin_natural_runoff.csv
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"Basin_ID","name","1980","1981","1982","1983","1984","1985","1986","1987","1988","1989","1990","1991","1992","1993","1994","1995","1996","1997","1998","1999","2000","2001","2002","2003","2004","2005","2006","2007","2008","2009","2010","2011","2012","2013","2014","2015","2016"
42,"Ganges",519.857897238674,436.00674003545,385.592322752946,494.979772107935,414.257446412493,403.051124717653,380.311320522752,326.817479644812,545.451342033762,455.431222827203,642.632286278763,439.532733415005,333.544482128687,490.771993136518,441.894845938683,466.511846635525,616.848335498969,605.648317439619,583.237790699635,510.65885304378,511.511038190031,501.150946873533,427.238432070647,723.708148380883,419.260589020162,401.443960910194,357.888243996696,525.721251466144,649.293178142755,348.169373314275,509.574906560104,623.375170615165,505.724705552184,584.175151092772,367.126747529331,367.437650621634,507.090869855467
58,"Mekong",843.625106993057,793.627113150781,720.464474602205,733.381772398795,689.159767745697,782.930063045326,816.399129808015,742.363680940381,753.288197509944,829.379178035829,829.013205102095,837.903533209427,673.455745549653,678.115633432888,783.73934731848,582.273746715044,621.010729090401,611.166107858595,482.471676669412,686.674341862439,789.48081559322,632.125141102193,675.308865278664,593.822117539026,615.634063974016,652.907761410369,601.126077049279,581.354121381685,646.041743718872,555.86279166547,483.896173601288,652.676531417657,595.376623487731,657.194888484307,555.596558206314,515.528679980994,569.329550925098
102,"Irawaddy",604.203861685408,530.019558699023,470.332088777451,609.793857538194,555.058845986396,508.694978431402,461.303005032798,468.539698297149,577.210766478056,533.878346184933,569.496414604783,580.729495300718,488.871786787861,619.913813058501,569.30258972416,658.645429422123,624.831512896328,604.264147001149,602.970862573531,678.055147181946,624.655824520288,718.802357033984,637.937575262389,683.147567148354,734.589551234665,579.247765563431,626.553260806814,784.548096233691,747.129483995856,641.327227279,763.802283938301,761.357769255912,648.082368782691,672.482817712119,586.455559282723,689.944282508598,696.436355788626
122,"Luni_ext",5.89673586349408,6.58536170147322,5.43627482128905,12.1797971615558,5.3826614173093,6.15777127385814,5.06548756322537,4.64376009690858,12.4543401521627,5.61971103225329,9.91231263360966,5.76856019853155,8.05135763053544,6.95947378155954,11.1913013896498,14.9921865495363,10.779643014532,9.71020834829932,7.02688713977408,5.83742150733703,6.37736917237196,10.8284960242111,5.79913366756616,32.1279312491513,8.17228754972873,5.98462652471394,18.9372785925304,6.91619283731128,12.8392107698866,8.11362637447514,13.4259835536571,20.8847036715691,15.5710476404642,13.5005328902764,5.71766719387495,7.87540333935833,11.4647217464052
38,"Indus",313.690383394178,312.037684838009,339.291151668027,417.653914579116,359.220467437452,319.928616972674,372.070581237961,302.210810971856,392.037807676947,301.642935131942,375.799208322963,415.799311439243,435.33382115439,328.863824828555,445.099311439139,441.253840553498,389.680190705428,333.134726867448,375.409742322219,304.892149401976,255.947899678069,274.734552116791,279.28521986583,369.271405418431,247.781917652421,363.579911979263,368.090774245669,292.331816604517,322.538207971583,273.69028965837,381.024765612729,299.998646718285,285.118399920584,329.455447402427,276.322532451566,350.566154145432,292.644240389501
62,"Amu_Darya",167.115727367144,144.980712365193,142.599080197681,153.516860979675,133.657429197619,137.782567252317,122.289052250163,167.222273707276,161.951144601229,136.40224772558,161.259038256161,198.641288047864,204.151166397661,167.679842434418,138.484127689157,152.194655556564,146.422885596682,135.040160174142,204.196605214643,139.02030823857,88.8962408533276,86.6799622749808,134.162390571531,139.627332981659,131.827016699814,173.690194534504,120.329028817521,153.339384776866,107.793773885297,175.077983308756,166.296243994349,102.123852900244,157.698562854449,123.078478857431,123.438589321173,146.059858695462,126.727866047155
74,"Brahmaputra",917.091704987642,737.654122608515,811.425200141539,872.969587325377,880.747094588844,807.250558048041,764.813447345095,844.01212525559,994.611859804162,934.258466158472,1064.23468800044,948.444682721072,710.05585558625,938.800385136583,799.542313420153,972.739919206799,1024.05128708857,903.259978579041,1137.04838579656,913.539221661016,994.831228203862,1002.6282228026,1110.44969920649,1142.29001785846,1151.66971915109,882.043566256483,677.245355225228,914.523113555492,907.310087556917,757.107714908267,970.547149799653,805.342369994491,841.43296012812,680.987426776262,700.574645185149,872.686098010493,873.610984213433
80,"Syr_Darya",114.752577347377,151.569303380149,104.855031412998,114.331247062976,100.916838649312,102.670147234943,96.744791795306,152.290231289511,123.263130495101,91.106120246321,102.813824513062,91.839829870715,105.802091503982,108.052526592026,105.64389417214,87.8748820229016,94.9758325527604,78.0143366892803,118.880325933653,104.355258986429,94.1978493637903,90.8531220260629,124.41197121523,116.793121587635,111.682276157292,107.664324252211,83.2608230169954,79.342220453021,79.1987231582633,93.1471321229568,113.567240597511,77.5075049572922,95.8407847400768,77.8144688357378,61.8385018053883,76.3789317118923,99.3626436033239
136,"Salween",399.689709970107,397.367857239229,334.732700041536,346.176914442806,356.238444409323,366.489522527676,309.11748532046,337.848113483546,319.65793280687,319.700000644144,340.376380742645,350.505745021905,315.996855008946,351.383862289515,369.293067692672,337.761348810766,294.397962970811,312.409123207458,299.821937803262,383.049045467834,384.269400704241,334.629700025945,356.698984000383,346.758836817933,454.614568971671,470.19822341761,414.775792461213,409.520888496625,433.234752861428,342.499159844543,311.652623061468,422.884813345434,377.837892177266,356.390988867518,315.632665784184,298.415861068565,316.263282251185
10,"Tarim",66.1027089934648,82.1361299195531,112.981738418139,119.713358270158,96.6709830236919,87.9724308020754,103.970252755544,130.194570952276,112.344155960477,92.1047159902211,85.3430994474901,97.1256802324372,117.614589562502,124.084121988788,116.143355642509,89.614583387617,101.850666109064,79.5412350135493,95.5427062684324,86.7658341206699,76.5476380804097,83.1248076634679,83.7619405814061,101.896988669049,67.2517248263248,96.7888204013641,81.0499290127126,55.2138957209933,54.6421736867476,59.5289559012732,103.824416788932,76.3627214076353,95.0539258726386,80.4669644713903,76.3139176822721,98.3898035411854,98.4161630728937
16,"Ili",66.4009777646082,61.8008823560948,47.2907096336116,47.6880853911076,47.2438932196889,48.304215092505,42.2519117096147,73.7086660226894,76.7563471037947,54.3756248413537,45.897838885716,38.7905193614806,50.8860559391748,63.860477375282,66.4193446161154,48.1644766233372,57.2869260244594,46.1602720304745,70.2478934899835,70.4692906468633,70.9580151859094,76.9818450035716,86.666660684586,63.3523609437757,65.5684789076947,70.6496742963391,55.599253976268,55.7618107310802,50.1961276905599,59.18298588714,75.8769312766295,54.8242039523917,54.6052117073324,50.3611480878921,39.7641552926207,51.368505207174,65.6654256485587
24,"Inner_Tibetan_Plateau",182.765223289469,166.909646026246,137.581821674094,142.173694499021,123.23493073344,174.149083233209,140.910905368403,146.580600575456,170.159506394482,165.735170974352,152.701596841293,152.68343466631,174.125311145249,158.456947924792,134.294783428421,132.408714330246,191.681761330362,195.10415099027,219.321878808531,189.030970265211,222.219322644585,204.856450625723,204.687818086106,215.219439062198,166.889164390378,203.529698515611,169.213949083144,158.240317151336,188.571920811002,98.5561200248104,164.181423466745,173.500328806046,177.801868620209,132.466138651532,147.477671536543,132.849374132729,199.052303599286
22,"Yangtze",1257.63609286636,1135.44419436036,1132.79919281679,1302.66635908174,1117.23397933746,1087.85096303788,970.292837961014,1113.85340779197,1116.2647558661,1268.7225796574,1288.4633231433,1364.04606031699,1159.43723373218,1259.35374611424,1136.66660507035,1323.00871984838,1338.16214823921,1169.31833249418,1586.77522594965,1413.1428548949,1304.34347211244,1127.31716295644,1352.7968192496,1346.24676623035,1157.44307193513,1145.95321719645,905.585174149302,1019.4385957364,973.625743191185,860.525166586403,1194.04056229609,759.849654968598,1105.54415311683,917.019465330463,1135.84749038511,1077.84435950937,1228.39997996271
20,"Inner_Tibetan_Plateau_extended",30.0415362969896,40.2563145611726,37.2090874751484,31.9026566091377,22.9995044372955,23.6355843235359,29.3878187176902,38.042560997416,35.3466617993513,55.0756211148567,26.7441065852158,34.2234951193485,38.8894967986029,40.6819533388736,26.2583697090249,30.377205763551,38.3508166585106,39.9941620182658,45.6073360088248,46.646828164761,33.3621866259678,35.2249628259202,53.3601957329602,48.337621621356,39.0550173309247,46.8775964949123,39.6712276891781,41.787317296328,31.9177609925271,52.9660594994345,42.5050375387378,34.8205172933253,41.267222537259,32.4828798837251,37.6183339107308,47.3646559321225,43.5622373492008
54,"Yellow",121.826519718659,148.132668786984,100.953128106765,143.111857339129,127.434278821401,128.550403232984,87.2926674161846,92.1342765258152,151.555123554349,151.664673571984,134.067273642619,121.612421682456,173.150170428803,131.093937842239,113.090663725016,147.533249229403,143.823752128702,100.760293173884,148.260435514877,138.355784313975,149.226376866035,125.774404228065,100.361093649461,212.075035640681,140.369473344242,150.217695006652,109.703061549723,139.501533849459,103.649841012383,132.983607867183,121.170479538331,132.357369409902,130.67597017795,119.451279191124,119.208907231624,105.37594101019,94.9527411329632
15 changes: 15 additions & 0 deletions data/runoff/watershed_eraint_2000-2018_runoff.csv
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watershed,runoff_gta,runoff_interannual_std_gta,runoff_interannual_std_pc,std_corr_gta,std_uncorr_gta,std_corr_perfect_gta,std_corr_perfect_pc,melt_gta,melt_interannual_std_gta,excess_meltwater_gta,excess_meltwater_interannual_std_gta,rfrz_gta,rfrz_interannual_std_gta
Amu_Darya,13.97805682,2.400064381,17.17022911,1.007061759,0.507783444,6.596519302,7.204590537,10.69500607,2.148472685,1.367839145,1.123709228,0.468567097,0.112472101
Brahmaputra,45.43223273,3.489223082,7.680060769,1.886957495,0.858049597,17.21075113,4.153345282,22.81370759,1.947518271,5.807393325,2.331405818,0.271264946,0.065063012
Ganges,23.11518784,1.927341422,8.337987281,1.458082983,0.731792504,10.93867818,6.307900216,11.23848369,0.98269854,3.153749482,1.377851523,0.281105044,0.067846532
Ili,4.90313561,0.937932711,19.12924271,0.636174949,0.338053431,2.402488648,12.97485935,3.81259848,0.767563427,1.527562242,0.54262659,0.189309665,0.045829913
Indus,30.88806699,5.244528915,16.97914251,1.47969439,0.770144213,14.60759262,4.790504988,25.41198769,4.264665441,4.756611249,2.658005087,1.194130512,0.307935713
Inner_Tibetan_Plateau,4.024199513,0.985733521,24.49514537,0.346989666,0.208818693,1.774666828,8.622576107,2.791762253,0.831573811,0.869531744,0.654599606,0.26384494,0.06926299
Inner_Tibetan_Plateau_extended,2.392130013,0.947080951,39.59153333,0.176961185,0.113053715,1.015164834,7.397640753,1.997020756,0.811520448,0.654591062,0.620052805,0.174423157,0.044884636
Irrawaddy,0.255383384,0.02866904,11.22588304,0.102846673,0.047128328,0.117471729,40.2714816,0.102501401,0.017987833,0.028385262,0.011115333,0.000516559,0.00018817
Mekong,0.522744529,0.065948762,12.61586839,0.102011182,0.050788799,0.199759481,19.51453851,0.277701536,0.05192101,0.092193498,0.055234632,0.007321597,0.001858374
Salween,4.035831213,0.380165929,9.419767793,0.793582037,0.361273849,1.364190654,19.66340996,2.030640558,0.253074216,0.609970884,0.23577685,0.031575593,0.008411705
Syr_Darya,3.915044838,0.579383343,14.79889419,0.491600115,0.245792829,1.720812584,12.55669183,2.592766166,0.477763328,0.530925533,0.276000994,0.099958183,0.020845599
Tarim,10.99919789,2.340528753,21.27908577,0.86578354,0.46911557,6.408421855,7.871333426,9.308067836,2.103504955,1.996590879,0.953964497,0.751553944,0.24640155
Yangtze,4.554177606,0.576918403,12.66789425,0.29923527,0.154557672,1.437644652,6.570566534,2.520763855,0.419786751,0.693620157,0.391918283,0.075720453,0.018744509
Yellow,0.082115309,0.015769707,19.20434468,0.050449645,0.029120149,0.029684258,61.43756393,0.059843776,0.013571101,0.025987083,0.0140743,0.002284436,0.000584684
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