{
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  "Package": "hydroGOF",
  "Type": "Package",
  "Title": "Goodness-of-Fit Functions for Comparison of Simulated and\nObserved Hydrological Time Series",
  "Version": "0.7-0",
  "Authors@R": "c( person(\"Mauricio Zambrano-Bigiarini\", email = \"mzb.devel@gmail.com\", role=c(\"aut\", \"cre\", \"cph\"), comment=c(ORCID = \"0000-0002-9536-643X\")) )",
  "Maintainer": "Mauricio Zambrano-Bigiarini <mzb.devel@gmail.com>",
  "Description": "S3 functions implementing both statistical and graphical\ngoodness-of-fit measures between observed and simulated values,\nmainly oriented to be used during the calibration, validation,\nand application of hydrological models. Missing values in\nobserved and/or simulated values can be removed before\ncomputations. Comments / questions / collaboration of any kind\nare very welcomed.",
  "License": "GPL (>= 2)",
  "VignetteBuilder": "knitr",
  "URL": "https://hzambran.github.io/hydroGOF/,\nhttps://github.com/hzambran/hydroGOF,\nhttps://CRAN.R-project.org/package=hydroGOF",
  "MailingList": "https://stat.ethz.ch/mailman/listinfo/r-sig-ecology",
  "BugReports": "https://github.com/hzambran/hydroGOF/issues",
  "LazyLoad": "yes",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-05-15 06:54:23 UTC",
    "User": "root"
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  "Repository": "https://hzambran.r-universe.dev",
  "Date/Publication": "2026-04-30 19:51:54 UTC",
  "RemoteUrl": "https://github.com/hzambran/hydrogof",
  "RemoteRef": "HEAD",
  "RemoteSha": "a2479d338f575d828a2c7db351f828de0f53ad4a",
  "Author": "Mauricio Zambrano-Bigiarini [aut, cre, cph] (ORCID:\n<https://orcid.org/0000-0002-9536-643X>)",
  "MD5sum": "404ae1039bf7b41ab234c6b7e6273ce5",
  "_user": "hzambran",
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      "title": "Ega in \"Estella\" (Q071), ts with daily streamflows.",
      "object": "EgaEnEstellaQts",
      "file": "EgaEnEstellaQts.RData",
      "class": [
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      "fields": [],
      "table": false,
      "tojson": false
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      "page": "hydroGOF-package",
      "title": "Goodness-of-fit (GoF) functions for numerical and graphical comparison of simulated and observed time series, mainly focused on hydrological modelling.",
      "topics": [
        "hydroGOF-package",
        "hydroGOF"
      ]
    },
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      "title": "Annual Peak Flow Bias",
      "topics": [
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        "APFB.data.frame",
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        "br2.matrix",
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    },
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        "d.zoo"
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    },
    {
      "page": "dr",
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        "dr.data.frame",
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        "dr.matrix",
        "dr.zoo"
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    },
    {
      "page": "EgaEnEstellaQts",
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      "topics": [
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      ]
    },
    {
      "page": "ggof",
      "title": "Graphical Goodness of Fit",
      "topics": [
        "ggof"
      ]
    },
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      "page": "gof",
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      "topics": [
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        "gof.default",
        "gof.matrix",
        "gof.zoo"
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      "title": "Median annual high-flow bias",
      "topics": [
        "HFB",
        "HFB.data.frame",
        "HFB.default",
        "HFB.matrix",
        "HFB.zoo"
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    {
      "page": "JDKGE",
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        "JDKGE.default",
        "JDKGE.matrix",
        "JDKGE.zoo"
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    {
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      "title": "Kling-Gupta Efficiency",
      "topics": [
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        "KGE.data.frame",
        "KGE.default",
        "KGE.matrix",
        "KGE.zoo"
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    {
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        "KGEkm.default",
        "KGEkm.matrix",
        "KGEkm.zoo"
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    },
    {
      "page": "KGElf",
      "title": "Kling-Gupta Efficiency for low values",
      "topics": [
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        "KGElf.default",
        "KGElf.matrix",
        "KGElf.zoo"
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      "page": "KGEnp",
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      "topics": [
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        "KGEnp.data.frame",
        "KGEnp.default",
        "KGEnp.matrix",
        "KGEnp.zoo"
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      "page": "LCE",
      "title": "Lee and Choi Efficiency",
      "topics": [
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        "LCE.data.frame",
        "LCE.default",
        "LCE.matrix",
        "LCE.zoo"
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      "page": "LME",
      "title": "Liu-Mean Efficiency",
      "topics": [
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        "LME.data.frame",
        "LME.default",
        "LME.matrix",
        "LME.zoo"
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    {
      "page": "mae",
      "title": "Mean Absolute Error",
      "topics": [
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        "mae.data.frame",
        "mae.default",
        "mae.matrix",
        "mae.zoo"
      ]
    },
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        "md.default",
        "md.matrix",
        "md.zoo"
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    },
    {
      "page": "me",
      "title": "Mean Error",
      "topics": [
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        "me.data.frame",
        "me.default",
        "me.matrix",
        "me.zoo"
      ]
    },
    {
      "page": "mNSE",
      "title": "Modified Nash-Sutcliffe efficiency",
      "topics": [
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        "mNSE.data.frame",
        "mNSE.default",
        "mNSE.matrix",
        "mNSE.zoo",
        "mNSeff"
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    },
    {
      "page": "mse",
      "title": "Mean Squared Error",
      "topics": [
        "mse",
        "mse.data.frame",
        "mse.default",
        "mse.matrix",
        "mse.zoo"
      ]
    },
    {
      "page": "nrmse",
      "title": "Normalized Root Mean Square Error",
      "topics": [
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        "nrmse.data.frame",
        "nrmse.default",
        "nrmse.matrix",
        "nrmse.zoo"
      ]
    },
    {
      "page": "NSE",
      "title": "Nash-Sutcliffe Efficiency",
      "topics": [
        "NSE",
        "NSE.data.frame",
        "NSE.default",
        "NSE.matrix",
        "NSE.zoo",
        "NSeff"
      ]
    },
    {
      "page": "pbias",
      "title": "Percent Bias",
      "topics": [
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        "pbias.data.frame",
        "pbias.default",
        "pbias.matrix",
        "pbias.zoo"
      ]
    },
    {
      "page": "pbiasfdc",
      "title": "Percent Bias in the Slope of the Midsegment of the Flow Duration Curve",
      "topics": [
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        "pbiasfdc.data.frame",
        "pbiasfdc.default",
        "pbiasfdc.matrix",
        "pbiasfdc.zoo"
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    },
    {
      "page": "pfactor",
      "title": "P-factor",
      "topics": [
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        "pfactor.data.frame",
        "pfactor.default",
        "pfactor.matrix"
      ]
    },
    {
      "page": "plot2",
      "title": "Plotting 2 Time Series",
      "topics": [
        "plot2"
      ]
    },
    {
      "page": "plotbands",
      "title": "Plot a ts with observed values and two confidence bounds",
      "topics": [
        "plotbands"
      ]
    },
    {
      "page": "plotbandsonly",
      "title": "Adds uncertainty bounds to an existing plot.",
      "topics": [
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      "source": "hydroGOF_Vignette.Rmd",
      "filename": "hydroGOF_Vignette.html",
      "title": "Goodness-of-fit measures to compare observed and simulated time series with hydroGOF",
      "author": "Mauricio Zambrano-Bigiarini^[mauricio.zambrano@ufrontera.cl]",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Citation",
        "Installation",
        "Setting up the environment",
        "Example using NSE",
        "Ex 1: ideal integer values",
        "Ex 2: ideal real values",
        "Ex 3: ideal daily ts",
        "Ex 4: random noise in the first half of the simulated values",
        "Ex 5: random noise and logarithmic transformation",
        "Ex 6: random noise, logarithmic transformation and Pushpalatha2012 constant",
        "Ex 7: random noise, logarithmic transformation and user-defined constant",
        "Ex 8: random noise, logarithmic transformation and user-defined factor",
        "Ex 9: random noise, user-defined transformation",
        "A short example from hydrological modelling",
        "Removing warm-up period",
        "Plotting uncertainty bands",
        "Computing P-factor",
        "Computing R-factor",
        "Analysis of the residuals",
        "Software details",
        "Version history of this vignette"
      ],
      "created": "2020-03-11 14:42:35",
      "modified": "2026-04-30 14:32:25",
      "commits": 12
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