Package: hydroGOF 0.6-0

hydroGOF: Goodness-of-Fit Functions for Comparison of Simulated and Observed Hydrological Time Series

S3 functions implementing both statistical and graphical goodness-of-fit measures between observed and simulated values, mainly oriented to be used during the calibration, validation, and application of hydrological models. Missing values in observed and/or simulated values can be removed before computations. Comments / questions / collaboration of any kind are very welcomed.

Authors:Mauricio Zambrano-Bigiarini [aut, cre, cph]

hydroGOF_0.6-0.tar.gz
hydroGOF_0.6-0.zip(r-4.5)hydroGOF_0.6-0.zip(r-4.4)hydroGOF_0.6-0.zip(r-4.3)
hydroGOF_0.6-0.tgz(r-4.4-any)hydroGOF_0.6-0.tgz(r-4.3-any)
hydroGOF_0.6-0.tar.gz(r-4.5-noble)hydroGOF_0.6-0.tar.gz(r-4.4-noble)
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hydroGOF.pdf |hydroGOF.html✨
hydroGOF/json (API)
NEWS

# Install 'hydroGOF' in R:
install.packages('hydroGOF', repos = c('https://hzambran.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/hzambran/hydrogof/issues

Datasets:

On CRAN:

10.51 score 38 stars 7 packages 728 scripts 1.9k downloads 14 mentions 189 exports 12 dependencies

Last updated 6 months agofrom:d42c678792. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 09 2024
R-4.5-winOKOct 09 2024
R-4.5-linuxOKOct 09 2024
R-4.4-winOKOct 09 2024
R-4.4-macOKOct 09 2024
R-4.3-winOKOct 09 2024
R-4.3-macOKOct 09 2024

Exports:APFBAPFB.data.frameAPFB.defaultAPFB.matrixAPFB.zoobr2br2.data.framebr2.defaultbr2.matrixbr2.zoocpcp.data.framecp.defaultcp.matrixcp.zoodd.data.framed.defaultd.matrixd.zoodrdr.data.framedr.defaultdr.matrixdr.zooggofgofgof.data.framegof.defaultgof.matrixgof.zooHFBHFB.data.frameHFB.defaultHFB.matrixHFB.zooKGEKGE.data.frameKGE.defaultKGE.matrixKGE.zooKGEkmKGEkm.data.frameKGEkm.defaultKGEkm.matrixKGEkm.zooKGElfKGElf.data.frameKGElf.defaultKGElf.matrixKGElf.zooKGEnpKGEnp.data.frameKGEnp.defaultKGEnp.matrixKGEnp.zoomaemae.data.framemae.defaultmae.matrixmae.zoomdmd.data.framemd.defaultmd.matrixmd.zoomeme.data.frameme.defaultme.matrixme.zoomNSEmNSE.data.framemNSE.defaultmNSE.matrixmNSE.zoomNSeffmsemse.data.framemse.defaultmse.matrixmse.zoonrmsenrmse.data.framenrmse.defaultnrmse.matrixnrmse.zooNSENSE.data.frameNSE.defaultNSE.matrixNSE.zooNSeffpbiaspbias.data.framepbias.defaultpbias.matrixpbias.zoopbiasfdcpbiasfdc.data.framepbiasfdc.defaultpbiasfdc.matrixpbiasfdc.zoopfactorpfactor.data.framepfactor.defaultpfactor.matrixplot2plotbandsplotbandsonlypreprocR2R2.data.frameR2.defaultR2.matrixR2.zoordrd.data.framerd.defaultrd.matrixrd.zoorfactorrfactor.data.framerfactor.defaultrfactor.matrixrmsermse.data.framermse.defaultrmse.matrixrmse.zoorNSErNSE.data.framerNSE.defaultrNSE.matrixrNSE.zoorNSeffrPearsonrPearson.data.framerPearson.defaultrPearson.matrixrPearson.zoorSDrSD.data.framerSD.defaultrSD.matrixrSD.zoorSpearmanrSpearman.data.framerSpearman.defaultrSpearman.matrixrSpearman.zoorsrrsr.data.framersr.defaultrsr.matrixrsr.zoosKGEsKGE.data.framesKGE.defaultsKGE.matrixsKGE.zoossqssq.data.framessq.defaultssq.matrixssq.zooubRMSEubRMSE.data.frameubRMSE.defaultubRMSE.matrixubRMSE.zoovalindexvalindex.defaultvalindex.matrixVEVE.data.frameVE.defaultVE.matrixVE.zoowNSEwNSE.data.framewNSE.defaultwNSE.matrixwNSE.zoowsNSEwsNSE.data.framewsNSE.defaultwsNSE.matrixwsNSE.zoo

Dependencies:classclassIntcpp11e1071hydroTSMKernSmoothlatticeMASSproxytimechangextszoo

Goodness-of-fit measures to compare observed and simulated time series with hydroGOF

Mauricio Zambrano-Bigiarini^[[email protected]]

Rendered fromhydroGOF_Vignette.Rmdusingknitr::rmarkdownon Oct 09 2024.

Last update: 2024-01-22
Started: 2020-03-11

Readme and manuals

Help Manual

Help pageTopics
Goodness-of-fit (GoF) functions for numerical and graphical comparison of simulated and observed time series, mainly focused on hydrological modelling.hydroGOF-package hydroGOF
Annual Peak Flow BiasAPFB APFB.data.frame APFB.default APFB.matrix APFB.zoo
br2br2 br2.data.frame br2.default br2.matrix br2.zoo
Coefficient of persistencecp cp.data.frame cp.default cp.matrix cp.zoo
Index of Agreementd d.data.frame d.default d.matrix d.zoo
Refined Index of Agreementdr dr.data.frame dr.default dr.matrix dr.zoo
Ega in "Estella" (Q071), ts with daily streamflows.EgaEnEstellaQts
Graphical Goodness of Fitggof
Numerical Goodness-of-fit measuresgof gof.data.frame gof.default gof.matrix gof.zoo
High-flows biasHFB HFB.data.frame HFB.default HFB.matrix HFB.zoo
Kling-Gupta EfficiencyKGE KGE.data.frame KGE.default KGE.matrix KGE.zoo
Kling-Gupta Efficiency with knowable-momentsKGEkm KGEkm.data.frame KGEkm.default KGEkm.matrix KGEkm.zoo
Kling-Gupta Efficiency for low valuesKGElf KGElf.data.frame KGElf.default KGElf.matrix KGElf.zoo
Non-parametric version of the Kling-Gupta EfficiencyKGEnp KGEnp.data.frame KGEnp.default KGEnp.matrix KGEnp.zoo
Mean Absolute Errormae mae.data.frame mae.default mae.matrix mae.zoo
Modified Index of Agreementmd md.data.frame md.default md.matrix md.zoo
Mean Errorme me.data.frame me.default me.matrix me.zoo
Modified Nash-Sutcliffe efficiencymNSE mNSE.data.frame mNSE.default mNSE.matrix mNSE.zoo mNSeff
Mean Squared Errormse mse.data.frame mse.default mse.matrix mse.zoo
Normalized Root Mean Square Errornrmse nrmse.data.frame nrmse.default nrmse.matrix nrmse.zoo
Nash-Sutcliffe EfficiencyNSE NSE.data.frame NSE.default NSE.matrix NSE.zoo NSeff
Percent Biaspbias pbias.data.frame pbias.default pbias.matrix pbias.zoo
Percent Bias in the Slope of the Midsegment of the Flow Duration Curvepbiasfdc pbiasfdc.data.frame pbiasfdc.default pbiasfdc.matrix pbiasfdc.zoo
P-factorpfactor pfactor.data.frame pfactor.default pfactor.matrix
Plotting 2 Time Seriesplot2
Plot a ts with observed values and two confidence boundsplotbands
Adds uncertainty bounds to an existing plot.plotbandsonly
Coefficient of determinationR2 R2.data.frame R2.default R2.matrix R2.zoo
Relative Index of Agreementrd rd.data.frame rd.default rd.matrix rd.zoo
R-factorrfactor rfactor.data.frame rfactor.default rfactor.matrix
Root Mean Square Errorrmse rmse.data.frame rmse.default rmse.matrix rmse.zoo
Relative Nash-Sutcliffe efficiencyrNSE rNSE.data.frame rNSE.default rNSE.matrix rNSE.zoo rNSeff
Pearson correlation coefficientrPearson rPearson.data.frame rPearson.default rPearson.matrix rPearson.zoo
Ratio of Standard DeviationsrSD rSD.data.frame rSD.default rSD.matrix rSD.zoo
Spearman's rank correlation coefficientrSpearman rSpearman.data.frame rSpearman.default rSpearman.matrix rSpearman.zoo
Ratio of RMSE to the standard deviation of the observationsrsr rsr.data.frame rsr.default rsr.matrix rsr.zoo
Split Kling-Gupta EfficiencysKGE sKGE.data.frame sKGE.default sKGE.matrix sKGE.zoo
Sum of the Squared Residualsssq ssq.data.frame ssq.default ssq.matrix ssq.zoo
Unbiased Root Mean Square ErrorubRMSE ubRMSE.data.frame ubRMSE.default ubRMSE.matrix ubRMSE.zoo
Valid Indexesvalindex valindex.default valindex.matrix
Volumetric EfficiencyVE VE.data.frame VE.default VE.matrix VE.zoo
Weighted Nash-Sutcliffe efficiencywNSE wNSE.data.frame wNSE.default wNSE.matrix wNSE.zoo
Weighted seasonal Nash-Sutcliffe EfficiencywsNSE wsNSE.data.frame wsNSE.default wsNSE.matrix wsNSE.zoo