date,RMSE,GPP_daily_Rhat,ER_daily_Rhat,K600_daily_Rhat,GPP.daily,GPP.daily.sd,ER.daily,ER.daily.sd,K600.daily,K600.daily.sd 2017-12-14,0.0245676432323516,1.00338397280425,1.00344732923154,1.00337243939033,0.3372151944675711,0.0385245562579298,-8.745311353879071,0.7899987592502271,267.687646327958,24.0971993094102 2017-12-15,0.018067370986848,1.00088637450293,1.00091095742257,1.00094372275712,0.34666993867856705,0.0406278691427578,-9.966216876179539,0.954092810289239,306.583555986422,29.2844982171543 2017-12-16,0.0225828144038161,1.00090273524735,1.0009327438371198,1.00094410485973,0.41698780653215706,0.045946647990082,-9.0452306023785,0.84988585105602,278.537497985031,26.1131746468014 2017-12-17,0.0210213372817409,1.0000697171238901,0.9999236918220699,0.999950275254903,0.48426231911060996,0.0524662280798817,-9.55456852236883,0.9179884548387272,293.921584655271,28.181136168526397 2017-12-18,0.0246878084867112,1.0008039698659301,1.0005759764508,1.00051218935415,0.42976830725003706,0.0441489368672641,-8.661212409120282,0.758246529559125,265.801268750499,23.2460745836094 2017-12-20,0.026602658030657995,1.00000395060515,1.0004691725194201,1.00045093915701,0.141478631214162,0.0238772284245269,-9.44567604419537,0.774159435345342,226.37976668823399,18.451688284542 2017-12-21,0.026204526178322998,0.999933649836403,1.00023505661689,1.00021756193471,0.19929306894744697,0.0275211252385224,-9.29609680834098,0.7959849015562429,241.25369090738099,20.5801096217257 2017-12-22,0.0396945171630748,1.00022527055103,1.00098392365401,1.0010005414773901,0.228855680886725,0.0278490458903323,-7.265191990822671,0.567588518053047,190.45650849894798,14.8582690884573 2017-12-23,0.0210136866217581,1.00240571596835,1.00291404377981,1.0029226662122699,0.179003333573471,0.0279728691160771,-11.150121169142402,0.997955622229165,271.25326810278597,24.2064135916894 2017-12-24,0.0275571121643326,1.00088137611012,1.00092811014169,1.00095619626296,0.232835298232853,0.0269113948092509,-9.43076267483017,0.781436089988217,233.34191728142702,19.3104836235693 2017-12-25,0.0158866231357391,1.00142474430265,1.00059318551858,1.00053801195829,0.219960427841249,0.0317922947989009,-12.5678462134048,1.21565341246434,301.54755068849204,29.0945416955147 2017-12-26,0.0241178078455435,1.00019556581481,1.00055825489342,1.00060008155678,0.20050334867825,0.0271115876491214,-9.62614833857852,0.832970629158697,245.727163254766,21.24418319988 2017-12-27,0.0200577608507553,1.0001894612845699,1.0001878195379201,1.00015905025866,0.305685047490945,0.0338581301789666,-10.3807133392861,0.911468690503587,269.03339877560103,23.632722037203003 2017-12-28,0.0284738600292704,1.00181330920571,1.0014563731861401,1.0014256784544,0.233007830769803,0.0287978195464603,-8.88404593296753,0.729971591468111,227.974897956353,18.747969594411398 2017-12-30,0.0409264581202152,0.999760490898391,1.00057677495929,1.00056119080418,0.029358303435139,0.0200855137158295,-6.956840186696531,0.47059599016242,152.797836668998,10.2531944625404 2017-12-31,0.0217641640622931,1.0004253119337,1.00023260106309,1.00021360003367,0.203328274970496,0.0289084729501908,-10.3457513866937,0.8982235869495321,250.77483379989,21.6681426633087 2018-01-01,0.0202283079328182,1.0002646133381898,0.999995042419397,1.00000611201263,0.19306355956341698,0.0283859971985018,-10.516331177673802,0.9397090902662509,267.476672453512,23.853051364836002 2018-01-02,0.0153423546121922,1.00062807878966,0.999933185711852,0.9999239274063991,0.43939442422442293,0.0507775946724202,-11.7971351769434,1.16212486684651,310.493305763877,30.505174764384698 2018-01-03,0.0200986869843755,0.999749926653598,0.999720042435804,0.999749078581323,0.298320930307719,0.035845001051171,-10.171895521980801,0.931188999162282,276.26462196322996,25.2421346545098 2018-01-04,0.020933986700291,1.0000299569915099,1.00024338552892,1.00019561586272,0.349994966574732,0.0385410457038141,-9.98323588303148,0.9107829505802271,278.62345041801603,25.413486106789303 2018-01-05,0.0284869220253403,1.00133268769057,1.00112484226652,1.00104752478773,0.21582293830802501,0.0264420499733382,-8.9166084502155,0.722616411945122,229.953989290597,18.6125845787054 2018-01-06,0.0247487281359739,0.9999078598640259,1.0000081384569601,1.00000482761078,0.283266492145888,0.0330571168086042,-9.30998040285738,0.7983477150816579,244.656966914893,20.8888234075685 2018-01-07,0.0167004529799243,1.00032720064862,1.00092292254664,1.0008658427869501,0.427565449158056,0.0456550751124356,-11.007368586339,1.01005286512563,297.193218836447,27.2293480807747 2018-01-08,0.0244057516841441,1.0003581834645001,1.00027451841506,1.00026904686713,0.36599249584598703,0.0375556080408424,-9.06338885600644,0.770244724655668,250.216477547533,21.230693162054898 2018-01-09,0.0229138547480672,1.00215210939154,1.00209901771211,1.00201993986667,0.254147022552943,0.0303706731322786,-9.98849133047319,0.855794005838848,249.754766990321,21.3188643470634 2018-01-10,0.0154177238109986,1.0004267845603,1.00079847562654,1.00078623746259,0.332011522440424,0.0380961917200359,-12.148073290244698,1.1373617996751202,315.612176282987,29.5309399266755 2018-01-12,0.04632891301727599,0.99976040015481,1.000338086652,1.0003116606322902,0.0420980737998932,0.0209851441867935,-6.27951629923841,0.41471223929748796,131.867208017323,8.658431647297549 2018-01-14,0.0490454142279415,1.0007718167387099,1.00059335648795,1.00052150348801,0.059691653543599,0.0211657993530272,-6.57981074161857,0.415621691976093,112.04619045036999,7.006641202888759 2018-01-15,0.0374088573165862,0.999469880357458,0.99959704669784,0.999624740854317,0.0676799092461166,0.0224369519492118,-7.81007020294958,0.549868116541723,154.575738095144,10.831948862953599 2018-01-16,0.0458034106681802,0.9998487360615871,1.00034860277053,1.00025140959504,0.21151410368304602,0.0269948117485102,-6.80933444863199,0.484209435072909,153.52195641330601,10.8547941030618 2018-01-28,0.0466003178266945,0.9994752180760409,1.0002399182653101,1.00017742923074,0.0206121744644019,0.0225973724437672,-7.36845172083457,0.42616144690545393,82.97919356522199,4.7723176338924 2018-02-03,0.0321914079358262,0.9996392255524549,1.00002920257104,1.00006334540252,0.17514044607348003,0.027866088630293998,-8.394355481147139,0.623298775613683,176.925247326955,13.060283524483198 2018-02-05,0.0432951150713993,0.999719868892425,0.999824181317967,0.999847782632875,0.0752945780041639,0.0188963371134386,-6.46466104460792,0.463555686640914,164.648493213706,11.6842344861438 2018-02-24,0.0476191134402903,0.999542499216101,1.00089223693922,1.00096474235452,0.00703842794075739,0.018436686635231996,-7.761112591911809,0.48088763671113594,113.09055840716499,6.99814273404595 2018-02-27,0.024244412193799,1.00095041688015,1.0014235215112,1.00137929350182,0.22822717279093602,0.0305092087232622,-12.591036520062499,0.930667672098511,161.551417305589,11.917730749277199 2018-03-07,0.0262991168617262,1.00051770801951,1.00184162858278,1.00191950054705,0.360844101945026,0.0398683388086986,-10.0094359615114,0.7660747084020499,183.726039482258,14.021113603357902 2018-03-13,0.0391731060369165,1.00002842642247,1.0005604332444302,1.00055140649494,0.0490936431825181,0.0255548633206521,-7.796445306182981,0.5503932739780799,148.716723500661,10.421812546040501 2018-03-14,0.0382512651239908,0.999832164454612,1.00014586188852,1.00017149727147,0.0206986931128559,0.023217361786968,-7.50140502035655,0.526321992428961,150.154544942174,10.395986691236 2018-03-24,0.0384455978813291,1.0009355467835,1.00137357778274,1.00135210699061,0.294787342074648,0.0323386457974987,-9.392156372403429,0.5625361083495439,91.2502898599696,5.423100953159669 2018-03-25,0.0345695065829223,1.00024967968551,1.00125148100106,1.00127889776377,0.13077927879385698,0.0272473240761406,-9.29256037556951,0.5611802605972349,101.68013815366501,6.056465509100731 2018-03-26,0.0385957760431474,1.0003968479763101,1.0011438378120998,1.00101566981837,0.0813911254358309,0.0287004031990793,-8.55583528719761,0.5424616054319921,107.034994250181,6.73167058664294 2018-03-27,0.0402575169287313,0.999748147661119,0.9997260529174959,0.9997304090782,0.162495070547836,0.0283791758336859,-8.22922891634362,0.5316858935194311,111.225236572472,7.12012515740714 2018-03-28,0.0449356698591919,1.00044141835183,1.00037009487628,1.00038487102017,0.0777804147695607,0.0240422089002515,-6.8316848873100104,0.42135504285451003,104.305240643068,6.32106121754508 2018-03-29,0.0491865063186772,0.999542440241736,0.999552917338201,0.999579182512354,0.15311270023324403,0.0283025186917294,-6.40790994073429,0.40061115136631104,105.375995582344,6.453369807853349 2018-03-30,0.0471525017185695,1.00082684742553,1.0011771185435698,1.00117296887509,0.27816138897906395,0.0340576571618109,-6.45213720230074,0.41448407932124304,111.753667975333,7.08471240255755 2018-04-09,0.038655594113817,1.00016322333355,1.0004398107318,1.00037444659215,0.0862054472777959,0.0261407974777245,-7.96918900184872,0.455922567940416,87.0276598792663,4.94004787861434 2018-04-11,0.0325471607492052,0.999782163783077,1.00033393739975,1.0003507593230299,0.21004579290985503,0.0286497555036241,-9.3111912232007,0.6204137404393709,133.661414776226,8.83681353037506 2018-04-13,0.0347675710092233,0.9996928033694449,0.9996631655426529,0.999681852075011,0.0563564115362417,0.0184271700418728,-9.576984221343722,0.608792600053235,108.883339338648,6.89847871852548 2018-04-14,0.0257815306458938,1.00100914618224,1.00156436727205,1.00151154366469,0.28532976829006,0.0304763764914148,-12.0227435950511,0.8196064324359641,147.54624690616,10.037847931235 2018-04-16,0.0397059197698022,0.999521369001925,0.999772319720958,0.999727589364082,0.0247791855249453,0.0240548853163165,-8.7908606868222,0.492386829745451,73.6038457603068,4.073442922151299 2018-04-17,0.0308727527686962,0.9995531522242809,0.9997098148486991,0.99972495898299,0.0524555786738197,0.0239168753197922,-10.8808182437666,0.674515872707389,107.377216632013,6.60512175620181 2018-04-20,0.0459116251793417,0.9998065802260259,0.999810261608048,0.99978441026322,0.0225384409491865,0.0228350429155517,-6.64927942025465,0.40060808144847204,104.757225405863,6.2357484812865 2018-04-21,0.0455833794140857,0.999710784866761,1.00073694218751,1.00061732135175,0.0018654907138900398,0.0207273441370012,-6.3759380992762695,0.40321877207853707,113.573389760654,7.05612824171412 2018-12-06,0.0318644070651842,1.00078454379479,1.00199047541704,1.00197901827264,0.0970556358186112,0.0217516275577105,-8.595912941465581,0.7817186190574481,268.077330112635,24.284912571963602 2018-12-07,0.0230331651641275,1.00137982646441,1.00159138869298,1.0015309983594,0.235720640961793,0.0330474503074051,-9.57563065376082,0.9722930171765419,316.517199528531,32.1004548290175 2018-12-08,0.0208575726416478,1.0002238161097,1.00090843714705,1.00091473945128,0.173504055988276,0.0272061129256639,-10.154203078028301,1.0387096067464,330.452972176113,33.8029356786844 2018-12-20,0.0332665313339328,0.9994103074448101,0.9999330947484609,0.999911377104804,0.0182560210024534,0.0207512939420977,-12.3813462970937,0.819306072602712,120.635631886974,7.92175778894595 2019-01-03,0.0376212038095441,0.9996141550334029,1.00033394414455,1.00032820543712,0.0241376998839387,0.0220941457260726,-7.79697330502499,0.588544793706802,182.930320279777,13.8129590406991 2019-01-05,0.0483840206745223,0.999648606658016,1.00038955197742,1.00046883275418,0.0485249707791902,0.0197101488728437,-6.588978109441731,0.44308212681995707,141.109042168224,9.44302083702134 2019-01-07,0.0329201118892499,0.9997365737736841,1.00003420393553,1.00002052865935,0.0940579394150847,0.0236603461712052,-8.876514163540788,0.6237038755741761,158.334522935782,11.091072232009301 2019-01-08,0.0243785564460002,0.999482379794485,1.00031066286328,1.00029540362734,0.0202819771334175,0.0215356619546566,-12.0989459052546,0.8959600543360391,180.953744376322,13.394937400109301 2019-01-13,0.049811976121248,0.999684033175747,0.999872294061416,0.9998440760726459,0.0122211199873006,0.0186326491252725,-6.968846460272711,0.478803968923535,138.316091010062,9.41473774537085 2019-01-16,0.0250050288303146,0.999728598406287,0.999719403660206,0.999725467653269,0.20634408578301697,0.0286763622819566,-9.01618613536616,0.8164130983399541,263.869514806803,23.8790917264005 2019-01-24,0.0487959916212197,0.9998905443230559,1.00024266444062,1.0002354010794299,0.0534703000369688,0.0217507969104954,-7.515722573271081,0.43573454762751296,82.53956855792359,4.713327580561719 2019-01-26,0.0466034543616082,0.9999040596761141,1.0013640635727499,1.00129667769251,0.0750126120833081,0.0247124726615467,-7.43953583136576,0.480524032512425,117.973776283743,7.55657833796489 2019-01-27,0.0419288332682633,0.999738442700018,1.00092400773526,1.00099936001226,0.11035634124713499,0.0245847054877585,-7.79947303864393,0.538734799966678,144.39377317509198,9.894108083619198 2019-01-28,0.0374435333061774,0.9999458333954491,1.00011963158915,1.00013809230054,0.178499275186893,0.024728227608884,-7.75686797061939,0.558218742533422,164.3868909467,11.744676275113802 2019-01-29,0.044672930259362996,1.00088310287331,1.00055812243562,1.00047035617891,0.0831628710924891,0.0167808334305303,-6.5454556475368095,0.46398030860843703,158.992672839516,11.1906697847288 2019-01-30,0.0434063728462283,0.9999271816221941,0.999845514377677,0.999831080910265,0.0828724300436086,0.0162121884320958,-6.3307643946575,0.45957304777057595,174.87782065331402,12.6128404350126 2019-01-31,0.0467465146960418,1.0010944194048899,1.00276316512242,1.00256447434816,0.0968061333336428,0.017143377487916,-5.703293736698099,0.418195477076086,177.06813747094898,12.935409017192303 2019-02-01,0.0224492600060835,1.00253417210323,1.0026775529726,1.00270131227927,0.31753276863655605,0.0382880037469845,-8.84673373547597,0.8318062166060249,288.88004652214,27.141565096613398 2019-02-02,0.0440765491491109,1.0005147820742801,1.00087913748393,1.00078735464623,0.264063461456135,0.029541593280310998,-5.61010624441002,0.444585353544409,199.124348532686,15.6820425881217 2019-02-04,0.0466866599484672,1.00017961775245,1.0000152978808199,0.999966013884561,0.242517786668891,0.0290120055503018,-5.9865926857053,0.45641831597053006,180.236897916586,13.6157426082568 2019-02-05,0.0419717547057689,1.0007025523018298,1.00047270916081,1.00038425877971,0.288376306783153,0.0326901043429604,-6.39125024337585,0.523124543807512,216.177784864588,17.5834494900058 2019-02-06,0.0490005534394338,1.00096414676072,1.0015042206965101,1.00138647569153,0.239944587307905,0.0315357727664107,-5.50563043670751,0.456483748503196,216.548050616766,17.7895625655225 2019-02-07,0.0372493259830639,1.0038985474092,1.00454425794549,1.00427079304797,0.36246951549263595,0.0408319946169061,-5.992095688307309,0.535372303783074,262.82800048609,23.3647029201298 2019-02-27,0.0366064291197483,0.99974365037652,1.00007892184516,1.00010261017363,0.129495494337333,0.0269973607392983,-9.264397807771491,0.5856973820698951,119.210017805362,7.5063943136237405 2019-03-01,0.0241824614332349,1.0004580036511501,1.0008405335841999,1.0008561731408199,0.20143385974334801,0.0280879229627923,-11.8464889431914,0.8988253636305259,182.635008333326,13.791862231345501 2019-03-02,0.0222461037471514,1.00058237583457,1.0018702111214701,1.00185826589161,0.142580381149504,0.0275565456991673,-12.293364312386197,0.990322026968004,201.03996622616,16.0628588595112 2019-03-03,0.0246773273131103,1.00022800185406,1.00111192776233,1.00109495308381,0.128462497998424,0.0265332828343944,-11.193758727644301,0.8788655559612758,197.12752375896702,15.3319029257304 2019-03-04,0.020791041591244,1.00016225706249,1.0008475301275699,1.0008218433559,0.161305806817275,0.0289532263756586,-11.881493288557598,0.9814570586386949,226.157816519894,18.5773343200686 2019-03-05,0.0193963068738526,1.00174347046124,1.0016539295770401,1.00161696365345,0.30233674869035804,0.0398234032465002,-11.903114383879199,1.00658648234158,240.86582097467002,20.3024670294589 2019-03-06,0.0309165385908721,1.00018535233444,1.00080398143888,1.0007191041249301,0.142952931500986,0.0290480443252994,-9.148105467128131,0.696050591809785,184.23971983473302,13.9679625737081 2019-03-07,0.0326627529810798,1.00009043905234,0.9999852512192249,0.9999815414701021,0.203732827083942,0.028287960905398,-8.63308210458689,0.6225065807208671,171.80092099533297,12.2865647074751 2019-03-10,0.0252914055165372,1.0004740956765001,1.00095757695283,1.0009558777632601,0.234421031860605,0.0319140725183161,-10.4719820637641,0.8221886612527219,203.744728428456,15.8726242749744 2019-03-13,0.0312356137170146,1.00067627545054,1.00167686232693,1.00177046064149,0.25083964251561297,0.031028645155361002,-8.72308154677616,0.6011712147866279,158.602869306218,10.8409142399386 2019-03-14,0.0331250686142171,0.999902285884068,1.0000917036663701,1.00006330638646,0.36367779764481895,0.0388011462304812,-8.537891559702999,0.5990905061944771,167.337706964848,11.5993616940343 2019-03-15,0.0270638557659043,0.999815513274445,1.0003238304944102,1.00034553694617,0.487678695758389,0.0513583424156767,-9.63356114844027,0.7743429647060891,200.982239662768,16.0191273298202 2019-03-16,0.0416922507191723,1.00032588708616,1.00029132665935,1.00020304159916,0.41702621169759796,0.0418204795309895,-6.9138817859587,0.4854577581999411,151.324586340941,10.473729114692699 2019-03-17,0.0276728794824992,1.00071676845813,1.00064296221076,1.00059485469695,0.542212041842718,0.0522238853897644,-8.989859995604839,0.6950524557566479,202.462075966433,15.533809604877 2019-03-18,0.0284935069171681,0.999750796895096,0.999772952060875,0.9997552820962471,0.5752398521314119,0.0545373143320784,-8.57105265466153,0.661243446789327,201.003127010219,15.379210427023802 2019-03-21,0.0421324305239019,1.00134387250426,1.00159178501964,1.00152913575053,0.583312924367384,0.0496581083138305,-6.7412374404782405,0.46430849031399707,158.964812014303,10.8363440109321 2019-03-22,0.0466979249021384,1.00076654182613,1.00127785421592,1.0012084516516,0.598206450873973,0.0512488824514618,-6.40496978388435,0.444948916093948,145.24916748476602,9.97474159831244 2019-03-25,0.0273419711876825,1.00127152821129,1.00121486386752,1.0012286811359,0.817332409469813,0.0693898662906572,-9.15122482960678,0.6990373370417351,210.152318141852,15.928816787554199 2019-04-02,0.0439794219345309,0.9999009804054859,0.99981751286947,0.9997622994302819,0.399997443418427,0.03663253413757701,-7.585478624074019,0.49156793764207507,123.440742982158,7.948645291179349 2019-04-03,0.0446013209399575,1.0010927988495302,1.00102501270652,1.00109304368706,0.689574396644744,0.0535203306730232,-7.055927955297349,0.459209833902089,123.68947022436701,7.949239679518981 2019-04-10,0.0328887451563023,1.00074712297703,1.00142700058133,1.00140241980759,0.320669388725379,0.0355138927643593,-9.82284493678933,0.6041076410666391,101.333743060757,6.20404236266212 2019-04-12,0.0314239259108929,1.0000230262034902,1.00109491188296,1.00105976322143,0.0680565643191812,0.020518046124889,-9.35338039479982,0.565836993538157,106.334086755902,6.3547685766398505 2019-04-15,0.0239958092728039,1.00007288712213,1.0002851011199798,1.00026155174802,0.212850862362092,0.0387173319505964,-9.87828982945816,0.7985428976609541,199.051705497942,16.0346327522088 2019-04-16,0.0357037759395904,0.9996769289156021,1.0005402188535,1.00057500156346,0.0291770256527486,0.0205571013502715,-6.971705028739179,0.5159056645950221,155.359742685173,11.4103834533524