{
  "_id": "6a235c99530b9bc726bd5ff2",
  "Package": "insights",
  "Title": "An R implementation of the InSiGHTS framework",
  "Version": "0.8",
  "Year": "2025",
  "Authors@R": "person(\"Martin\", \"Jung\", , \"jung@iiasa.ac.at\", role = c(\"aut\", \"cre\"),\ncomment = c(ORCID = \"0000-0002-7569-1390\"))",
  "Description": "Implements the InSiGHTS (Index of Habitat Availability)\nmodelling framework for assessing how climate change and\nland-use change affect the availability of suitable habitat for\nspecies over time. The package refines binary range maps or\nprobabilistic species distribution models (SDMs) with\nfractional land-use layers to produce area-of-habitat (AOH)\nestimates across present and future time steps. An optional\ntemporal discount function accounts for habitat maturity,\nallowing newly established land cover to be weighted according\nto its effective ecological value. Output summaries express\nhabitat availability as absolute area or as a relative index\nwith respect to a user-defined reference year. The package is\ndesigned to work seamlessly with the ibis.iSDM package but can\nalso accept any SpatRaster or stars object as range input.",
  "License": "CC BY 4.0",
  "URL": "https://github.com/iiasa/insights,\nhttps://iiasa.github.io/insights/",
  "BugReports": "https://github.com/iiasa/insights/issues",
  "Encoding": "UTF-8",
  "Roxygen": "list(markdown = TRUE)",
  "Remotes": [
    "iiasa/ibis.iSDM"
  ],
  "VignetteBuilder": "knitr",
  "Config/testthat/edition": "3",
  "Config/roxygen2/version": "8.0.0",
  "Config/pak/sysreqs": "libabsl-dev cmake libgdal-dev gdal-bin libgeos-dev\nmake libicu-dev libnetcdf-dev libssl-dev libproj-dev\nlibsqlite3-dev libudunits2-dev",
  "Repository": "https://iiasa.r-universe.dev",
  "Date/Publication": "2026-06-05 22:29:56 UTC",
  "RemoteUrl": "https://github.com/iiasa/insights",
  "RemoteRef": "HEAD",
  "RemoteSha": "1a1f35070d770535c82046328be6cc32bbff1346",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-06-05 23:27:57 UTC",
    "User": "root"
  },
  "Author": "Martin Jung [aut, cre] (ORCID: <https://orcid.org/0000-0002-7569-1390>)",
  "Maintainer": "Martin Jung <jung@iiasa.ac.at>",
  "MD5sum": "23b6f5f3d320adbb107eeffa8346864b",
  "_user": "iiasa",
  "_type": "src",
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  "_created": "2026-06-05T23:27:57.000Z",
  "_published": "2026-06-05T23:32:41.743Z",
  "_distro": "noble",
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  "_commit": {
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    "author": "Martin-Jung <Martin-Jung@users.noreply.github.com>",
    "committer": "Martin-Jung <Martin-Jung@users.noreply.github.com>",
    "message": "Update CITATION.cff\n",
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  "_maintainer": {
    "name": "Martin Jung",
    "email": "jung@iiasa.ac.at",
    "login": "martin-jung",
    "mastodon": "@martinjung@fediscience.org",
    "bluesky": "@martinjung.eu",
    "orcid": "0000-0002-7569-1390",
    "description": "Using quantitative techniques and remote sensing to solve conservation problems",
    "uuid": 3788377
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  ],
  "_owner": "iiasa",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [
    {
      "week": "2026-15",
      "n": 3
    },
    {
      "week": "2026-23",
      "n": 2
    }
  ],
  "_tags": [
    {
      "name": "v0.7",
      "date": "2026-04-11"
    }
  ],
  "_topics": [
    "area-of-habitat",
    "biodiversity",
    "biodiversity-indicators",
    "iucn",
    "land-use",
    "range"
  ],
  "_stars": 1,
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    "name": "IIASA",
    "description": "International Institute for Applied Systems Analysis"
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    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/insights"
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  "_searchresults": 7,
  "_rbuild": "4.6.0",
  "_assets": [
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    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
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    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md",
    "manual.pdf"
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  "_cranurl": false,
  "_exports": [
    "insights_area",
    "insights_discount",
    "insights_fraction",
    "insights_summary",
    "relChange",
    "relChangeSym",
    "st_clamp"
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  "_help": [
    {
      "page": "create_derivate_range",
      "title": "Recreate a derivative variable based on their range",
      "topics": [
        "create_derivate_range"
      ]
    },
    {
      "page": "insights_area",
      "title": "Apply InSiGHTS with continuous areal land-use data",
      "topics": [
        "insights_area"
      ]
    },
    {
      "page": "insights_discount",
      "title": "Apply temporal discount to land-use layers based on an age variable",
      "topics": [
        "insights_discount"
      ]
    },
    {
      "page": "insights_fraction",
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        "insights_fraction"
      ]
    },
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        "insights_summary"
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      "title": "Symmetric relative difference function",
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