{
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  "Type": "Package",
  "Package": "madrat",
  "Title": "May All Data be Reproducible and Transparent (MADRaT) *",
  "Version": "3.36.4",
  "Date": "2026-06-01",
  "Authors@R": "c(\nperson(\"Jan Philipp\", \"Dietrich\", , \"dietrich@pik-potsdam.de\", role = c(\"aut\", \"cre\"),\ncomment = c(affiliation = \"Potsdam Institute for Climate Impact Research\", ORCID = \"0000-0002-4309-6431\")),\nperson(\"Pascal\", \"Sauer\", , \"pascal.sauer@pik-potsdam.de\", role = \"aut\",\ncomment = c(affiliation = \"Potsdam Institute for Climate Impact Research\", ORCID = \"0000-0002-6856-8239\")),\nperson(\"Lavinia\", \"Baumstark\", , \"lavinia@pik-potsdam.de\", role = \"aut\",\ncomment = c(affiliation = \"Potsdam Institute for Climate Impact Research\")),\nperson(\"Stephen\", \"Wirth\", , \"wirth@pik-potsdam.de\", role = \"aut\",\ncomment = c(affiliation = \"Potsdam Institute for Climate Impact Research\")),\nperson(\"Anastasis\", \"Giannousakis\", , \"giannou@pik-potsdam.de\", role = \"aut\"),\nperson(\"Renato\", \"Rodrigues\", , \"Renato.Rodrigues@pik-potsdam.de\", role = \"aut\",\ncomment = c(affiliation = \"Potsdam Institute for Climate Impact Research\")),\nperson(\"Benjamin Leon\", \"Bodirsky\", , \"bodirsky@pik-potsdam.de\", role = \"aut\",\ncomment = c(affiliation = \"Potsdam Institute for Climate Impact Research\")),\nperson(\"Debbora\", \"Leip\", , \"leip@pik-potsdam.de\", role = \"aut\",\ncomment = c(affiliation = \"Potsdam Institute for Climate Impact Research\")),\nperson(\"Michael\", \"Crawford\", , \"crawford@pik-potsdam.de\", role = \"aut\",\ncomment = c(affiliation = \"Potsdam Institute for Climate Impact Research\")),\nperson(\"Ulrich\", \"Kreidenweis\", , \"kreidenweis@pik-potsdam.de\", role = \"aut\"),\nperson(\"David\", \"Klein\", , \"dklein@pik-potsdam.de\", role = \"aut\",\ncomment = c(affiliation = \"Potsdam Institute for Climate Impact Research\")),\nperson(\"Patrick\", \"Rein\", , \"patrick.rein@pik-potsdam.de\", role = \"aut\",\ncomment = c(affiliation = \"Potsdam Institute for Climate Impact Research\", ORCID = \"0000-0001-9454-8381\"))\n)",
  "Description": "Provides a framework which should improve reproducibility\nand transparency in data processing. It provides functionality\nsuch as automatic meta data creation and management,\nrudimentary quality management, data caching, work-flow\nmanagement and data aggregation. * The title is a wish not a\npromise. By no means we expect this package to deliver\neverything what is needed to achieve full reproducibility and\ntransparency, but we believe that it supports efforts in this\ndirection.",
  "License": "BSD_2_clause + file LICENSE",
  "URL": "https://github.com/pik-piam/madrat,\nhttps://doi.org/10.5281/zenodo.1115490",
  "BugReports": "https://github.com/pik-piam/madrat/issues",
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  "Repository": "https://pik-piam.r-universe.dev",
  "Date/Publication": "2026-06-02 13:06:56 UTC",
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  "Packaged": {
    "Date": "2026-06-02 14:54:29 UTC",
    "User": "root"
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  "Author": "Jan Philipp Dietrich [aut, cre] (affiliation: Potsdam Institute for\nClimate Impact Research, ORCID:\n<https://orcid.org/0000-0002-4309-6431>),\nPascal Sauer [aut] (affiliation: Potsdam Institute for Climate Impact\nResearch, ORCID: <https://orcid.org/0000-0002-6856-8239>),\nLavinia Baumstark [aut] (affiliation: Potsdam Institute for Climate\nImpact Research),\nStephen Wirth [aut] (affiliation: Potsdam Institute for Climate Impact\nResearch),\nAnastasis Giannousakis [aut],\nRenato Rodrigues [aut] (affiliation: Potsdam Institute for Climate\nImpact Research),\nBenjamin Leon Bodirsky [aut] (affiliation: Potsdam Institute for\nClimate Impact Research),\nDebbora Leip [aut] (affiliation: Potsdam Institute for Climate Impact\nResearch),\nMichael Crawford [aut] (affiliation: Potsdam Institute for Climate\nImpact Research),\nUlrich Kreidenweis [aut],\nDavid Klein [aut] (affiliation: Potsdam Institute for Climate Impact\nResearch),\nPatrick Rein [aut] (affiliation: Potsdam Institute for Climate Impact\nResearch, ORCID: <https://orcid.org/0000-0001-9454-8381>)",
  "Maintainer": "Jan Philipp Dietrich <dietrich@pik-potsdam.de>",
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      "title": "May All Data be Reproducible And Transparent (madrat) *",
      "topics": [
        "madrat-package",
        "madrat"
      ]
    },
    {
      "page": "addMapping",
      "title": "addMapping",
      "concept": [
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      ],
      "topics": [
        "addMapping"
      ]
    },
    {
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      "title": "cacheCleanup",
      "concept": [
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      ],
      "topics": [
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      ]
    },
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      "title": "cacheCopy",
      "concept": [
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      ],
      "topics": [
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      ]
    },
    {
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      "title": "calcOutput",
      "concept": [
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      ],
      "topics": [
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      ]
    },
    {
      "page": "calcTauTotal",
      "title": "Calculate total tau",
      "topics": [
        "calcTauTotal"
      ]
    },
    {
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      "title": "compareData",
      "concept": [
        "validation"
      ],
      "topics": [
        "compareData"
      ]
    },
    {
      "page": "compareMadratOutputs",
      "title": "Compare a madrat function's output with and without your changes",
      "concept": [
        "validation"
      ],
      "topics": [
        "compareMadratOutputs"
      ]
    },
    {
      "page": "convertTau",
      "title": "Convert Tau",
      "topics": [
        "convertTau"
      ]
    },
    {
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      "title": "downloadSource",
      "concept": [
        "core workflow"
      ],
      "topics": [
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      ]
    },
    {
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      "title": "findBottlenecks",
      "concept": [
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      "topics": [
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      ]
    },
    {
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      "title": "fullExample",
      "topics": [
        "fullEXAMPLE"
      ]
    },
    {
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      "title": "getCalculations",
      "concept": [
        "available functions"
      ],
      "topics": [
        "getCalculations"
      ]
    },
    {
      "page": "getConfig",
      "title": "getConfig",
      "concept": [
        "madrat configuration"
      ],
      "topics": [
        "getConfig"
      ]
    },
    {
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      "title": "getDependencies",
      "concept": [
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      ],
      "topics": [
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      ]
    },
    {
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      "title": "getFromComment",
      "concept": [
        "metadata comment"
      ],
      "topics": [
        "getFromComment"
      ]
    },
    {
      "page": "getISOlist",
      "title": "get official ISO list",
      "concept": [
        "country tools"
      ],
      "topics": [
        "getISOlist"
      ]
    },
    {
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      "title": "getLinkFunction",
      "concept": [
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      ],
      "topics": [
        "getLinkFunction"
      ]
    },
    {
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      "title": "getLocation",
      "concept": [
        "available functions"
      ],
      "topics": [
        "getLocation"
      ]
    },
    {
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      "title": "getMadratGraph",
      "concept": [
        "dependency graph"
      ],
      "topics": [
        "getMadratGraph"
      ]
    },
    {
      "page": "getMadratInfo",
      "title": "getMadratInfo",
      "concept": [
        "dependency graph"
      ],
      "topics": [
        "getMadratInfo"
      ]
    },
    {
      "page": "getMadratMessage",
      "title": "getMadratMessage",
      "concept": [
        "madrat messages"
      ],
      "topics": [
        "getMadratMessage"
      ]
    },
    {
      "page": "getSources",
      "title": "getSources",
      "concept": [
        "available functions"
      ],
      "topics": [
        "getSources"
      ]
    },
    {
      "page": "installedMadratUniverse",
      "title": "installedMadratUniverse",
      "concept": [
        "available functions"
      ],
      "topics": [
        "installedMadratUniverse"
      ]
    },
    {
      "page": "madratAttach",
      "title": "madratAttach / madratDetach",
      "concept": [
        "madrat configuration"
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