{
  "_id": "6acbb0dbfe5cc25786e92679",
  "Package": "TSS.RESTREND",
  "Type": "Package",
  "Title": "Time Series Segmentation of Residual Trends",
  "Version": "0.3.1",
  "Authors@R": "person(\"Arden\", \"Burrell\", email = \"arden.burrell@gmail.com\", role = c(\"aut\", \"cre\"))",
  "Description": "Time Series Segmented Residual Trends is a method for the\nautomated detection of land degradation from remotely sensed\nvegetation and climate datasets. TSS-RESTREND incorporates\naspects of two existing degradation detection methods: RESTREND\nwhich is used to control for climate variability, and BFAST\nwhich is used to look for structural changes in the ecosystem.\nThe full details of the testing and justification of the\nTSS-RESTREND method (version 0.1.02) are published in Burrell\net al., (2017). <doi:10.1016/j.rse.2017.05.018>. The changes to\nthe method introduced in version 0.2.03 focus on the inclusion\nof temperature as an additional climate variable. This allows\nfor land degradation assessment in temperature limited\ndrylands. A paper that details this work is currently under\nreview. There are also a number of bug fixes and speed\nimprovements. Version 0.3.0 introduces additional attribution\nfor eCO2, climate change and climate variability the details of\nwhich are in press in Burrell et al., (2020).  The version\nunder active development and additional example scripts showing\nhow the package can be applied can be found at\n<https://github.com/ArdenB/TSSRESTREND>.",
  "License": "GPL-3",
  "LazyData": "TRUE",
  "RoxygenNote": "7.1.1",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-10-11 15:48:58 UTC",
    "User": "root"
  },
  "Author": "Arden Burrell [aut, cre]",
  "Maintainer": "Arden Burrell <arden.burrell@gmail.com>",
  "Config/pak/sysreqs": "libicu-dev",
  "Repository": "https://ardenb.r-universe.dev",
  "Date/Publication": "2020-08-02 19:10:02 UTC",
  "RemoteUrl": "https://github.com/cran/TSS.RESTREND",
  "RemoteRef": "HEAD",
  "RemoteSha": "11b69c9875259551960d7f0e0e7b2e94bf9c29f9",
  "_user": "ardenb",
  "_type": "src",
  "_file": "TSS.RESTREND_0.3.1.tar.gz",
  "_fileid": "https://r2.ropensci.org/b26fb3a83977778644928fefdfecdeb74fbd003364d22c929a742a6ee5fa067e",
  "_filesize": 346736,
  "_sha256": "b26fb3a83977778644928fefdfecdeb74fbd003364d22c929a742a6ee5fa067e",
  "_expires": "2027-01-19T15:52:57.000Z",
  "_created": "2026-10-11T15:48:58.000Z",
  "_published": "2026-10-11T15:52:58.818Z",
  "_buildurl": "https://github.com/r-universe/ardenb/actions/runs/38152549589",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_jobs": [
    {
      "job": 114509806597,
      "time": 154,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "11706764120"
    },
    {
      "job": 114509806705,
      "time": 155,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11707845684"
    },
    {
      "job": 114509806708,
      "time": 146,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "11707118219"
    },
    {
      "job": 114509806711,
      "time": 184,
      "config": "macos-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11707890480"
    },
    {
      "job": 114508867398,
      "time": 266,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11707192837"
    },
    {
      "job": 114509806662,
      "time": 111,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "11707770879"
    },
    {
      "job": 114509806650,
      "time": 117,
      "config": "windows-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "11707681013"
    },
    {
      "job": 114509806701,
      "time": 99,
      "config": "windows-oldrel-x86_64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "11707242818"
    },
    {
      "job": 114509806656,
      "time": 108,
      "config": "windows-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11706808964"
    }
  ],
  "_upstream": "https://github.com/cran/TSS.RESTREND",
  "_commit": {
    "id": "11b69c9875259551960d7f0e0e7b2e94bf9c29f9",
    "author": "Arden Burrell <arden.burrell@gmail.com>",
    "committer": "cran-robot <csardi.gabor+cran@gmail.com>",
    "message": "version 0.3.1\n",
    "time": 1596395402
  },
  "_maintainer": {
    "name": "Arden Burrell",
    "email": "arden.burrell@gmail.com",
    "login": "ardenb",
    "description": "Postdoctoral Researcher in remote sensing and climate science",
    "uuid": 15990244
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 3.6.0",
      "role": "Depends"
    },
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "graphics",
      "role": "Imports"
    },
    {
      "package": "utils",
      "role": "Imports"
    },
    {
      "package": "bfast",
      "version": ">= 1.5.7",
      "role": "Imports"
    },
    {
      "package": "broom",
      "role": "Imports"
    },
    {
      "package": "strucchange",
      "role": "Imports"
    },
    {
      "package": "ggplot2",
      "role": "Imports"
    },
    {
      "package": "RcppRoll",
      "role": "Imports"
    },
    {
      "package": "mblm",
      "role": "Imports"
    },
    {
      "package": "rgl",
      "role": "Suggests"
    },
    {
      "package": "car",
      "role": "Suggests"
    }
  ],
  "_owner": "cran",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [],
  "_tags": [],
  "_stars": 1,
  "_contributors": [
    {
      "user": "ardenb",
      "count": 4,
      "uuid": 15990244
    }
  ],
  "_userbio": {
    "uuid": 15990244,
    "type": "user",
    "name": "Arden Burrell",
    "followers": 11,
    "description": "Postdoctoral Researcher in remote sensing and climate science"
  },
  "_downloads": {
    "count": 271,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/TSS.RESTREND"
  },
  "_searchresults": 24,
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/manual.pdf",
    "extra/TSS.RESTREND.html"
  ],
  "_realowner": "ardenb",
  "_cranurl": false,
  "_releases": [
    {
      "version": "0.1.02",
      "date": "2016-09-26"
    },
    {
      "version": "0.2.13",
      "date": "2018-01-24"
    },
    {
      "version": "0.3.0",
      "date": "2020-07-15"
    },
    {
      "version": "0.3.1",
      "date": "2020-08-02"
    }
  ],
  "_exports": [
    "ACP.calculator",
    "AnMaxVI",
    "AnnualClim.Cal",
    "CHOW",
    "climate.accumulator",
    "franksCO2",
    "RESTREND",
    "seg.RESTREND",
    "seg.VPR",
    "TSSRattribution",
    "TSSRESTREND",
    "VPR.BFAST"
  ],
  "_datasets": [
    {
      "name": "rabbitACPtable",
      "title": "Rabbit Impacted Vegetation Precipitation Accumulation Table",
      "object": "rabbitACPtable",
      "class": [
        "matrix",
        "array"
      ],
      "fields": [],
      "rows": 48,
      "table": true,
      "tojson": true
    },
    {
      "name": "segRESTREND",
      "title": "Data frame containing the annual data for a segRESTREND analysis",
      "object": "segRESTREND",
      "class": [
        "data.frame"
      ],
      "fields": [
        "acc.precip",
        "max.NDVI",
        "index"
      ],
      "rows": 32,
      "table": true,
      "tojson": true
    },
    {
      "name": "segRESTRENDctRF",
      "title": "Data frame containing the raw rainfall data set for the segRESTREND data, ending dec 2013 with a frquency of 12",
      "object": "segRESTREND_RF",
      "class": [
        "data.frame"
      ],
      "fields": [
        "precip"
      ],
      "rows": 408,
      "table": true,
      "tojson": true
    },
    {
      "name": "segRESTRENDCTSR",
      "title": "Data frame containing the Complete Times Series data for a segmented RESTREND analysis",
      "object": "segRESTREND_CTSR",
      "class": [
        "data.frame"
      ],
      "fields": [
        "cts.precip",
        "cts.NDVI"
      ],
      "rows": 384,
      "table": true,
      "tojson": true
    },
    {
      "name": "segRESTRENDrfTab",
      "title": "Precipitation Accumulation Table for the segRESTREND demonstration pixel",
      "object": "segRESTREND_ACPtable",
      "class": [
        "matrix",
        "array"
      ],
      "fields": [],
      "rows": 48,
      "table": true,
      "tojson": true
    },
    {
      "name": "segVPR",
      "title": "Data frame containing the annual data for a segVPR analysis",
      "object": "segVPR",
      "class": [
        "data.frame"
      ],
      "fields": [
        "max.NDVI",
        "acum.RF",
        "index",
        "RFB4",
        "RFAF"
      ],
      "rows": 32,
      "table": true,
      "tojson": true
    },
    {
      "name": "segVPRctRF",
      "title": "Data frame containing the raw rainfall data set for the segVPR data, ending dec 2013 with a frquency of 12",
      "object": "segVPRctRF",
      "class": [
        "data.frame"
      ],
      "fields": [
        "precip"
      ],
      "rows": 408,
      "table": true,
      "tojson": true
    },
    {
      "name": "segVPRCTSR",
      "title": "Data frame containing the Complete Times Series data for a segmented VPR (VEGETATION PRECIPTATION RELATIONSHIP) analysis",
      "object": "segVPR_CTSR",
      "class": [
        "data.frame"
      ],
      "fields": [
        "cts.precip",
        "cts.NDVI"
      ],
      "rows": 384,
      "table": true,
      "tojson": true
    },
    {
      "name": "segVPRrfTab",
      "title": "Precipitation Accumulation Table for the segVPR demonstration pixel",
      "object": "segVPR_ACPtable",
      "class": [
        "matrix",
        "array"
      ],
      "fields": [],
      "rows": 48,
      "table": true,
      "tojson": true
    },
    {
      "name": "stdRESTREND",
      "title": "Data frame containing the annual data for a standard Restrend analysis",
      "object": "stdRESTREND",
      "class": [
        "data.frame"
      ],
      "fields": [
        "acc.precip",
        "max.NDVI",
        "index"
      ],
      "rows": 32,
      "table": true,
      "tojson": true
    },
    {
      "name": "stdRESTRENDctRF",
      "title": "Data frame containing the raw rainfall data set ending dec 2013 with a frquency of 12",
      "object": "stdRESTREND_RF",
      "class": [
        "data.frame"
      ],
      "fields": [
        "precip"
      ],
      "rows": 408,
      "table": true,
      "tojson": true
    },
    {
      "name": "stdRESTRENDCTSR",
      "title": "Data frame containing the Complete Times Series data for a standard Restrend analysis",
      "object": "stdRESTREND_CTSR",
      "class": [
        "data.frame"
      ],
      "fields": [
        "cts.precip",
        "cts.NDVI"
      ],
      "rows": 384,
      "table": true,
      "tojson": true
    },
    {
      "name": "stdRESTRENDrfTab",
      "title": "Precipitation Accumulation Table for the standard RESTREND demonstration pixel",
      "object": "stRESTREND_ACPtable",
      "class": [
        "matrix",
        "array"
      ],
      "fields": [],
      "rows": 48,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "TSS.RESTREND-package",
      "title": "TSS.RESTREND: Time Series Segmented RESidual TREND",
      "topics": [
        "TSS.RESTREND-package",
        "TSS.RESTREND"
      ]
    },
    {
      "page": "ACP.calculator",
      "title": "Antecedental Rainfall (and temperature) Accumulation calculator for the VI Complete Time Series",
      "topics": [
        "ACP.calculator"
      ]
    },
    {
      "page": "AnMaxVI",
      "title": "Annual max VI Calculator",
      "topics": [
        "AnMaxVI"
      ]
    },
    {
      "page": "AnnualClim.Cal",
      "title": "Antecedental accumulation calculator for the annual max VI time series",
      "topics": [
        "AnnualClim.Cal"
      ]
    },
    {
      "page": "CHOW",
      "title": "Chow test on detected breakpoints",
      "topics": [
        "CHOW"
      ]
    },
    {
      "page": "climate.accumulator",
      "title": "Climate Accumulator",
      "topics": [
        "climate.accumulator"
      ]
    },
    {
      "page": "franksCO2",
      "title": "Franks CO2 Vegetation correction",
      "topics": [
        "franksCO2"
      ]
    },
    {
      "page": "plot.TSSRESTREND",
      "title": "Plot Function for ojects of the TSSRESTREND class",
      "topics": [
        "plot.TSSRESTREND"
      ]
    },
    {
      "page": "print.TSSRESTREND",
      "title": "Print function for class TSSRESTREND",
      "topics": [
        "print.TSSRESTREND"
      ]
    },
    {
      "page": "rabbitACPtable",
      "title": "Rabbit Impacted Vegetation Precipitation Accumulation Table",
      "topics": [
        "rabbitACPtable"
      ]
    },
    {
      "page": "RESTREND",
      "title": "RESTREND (RESidual TREND)",
      "topics": [
        "RESTREND"
      ]
    },
    {
      "page": "seg.RESTREND",
      "title": "Segmented RESTREND (RESidual TREND)",
      "topics": [
        "seg.RESTREND"
      ]
    },
    {
      "page": "seg.VPR",
      "title": "Segmented Vegetation Climate Relationship",
      "topics": [
        "seg.VPR"
      ]
    },
    {
      "page": "segRESTREND",
      "title": "Data frame containing the annual data for a segRESTREND analysis",
      "topics": [
        "segRESTREND"
      ]
    },
    {
      "page": "segRESTRENDctRF",
      "title": "Data frame containing the raw rainfall data set for the segRESTREND data, ending dec 2013 with a frquency of 12",
      "topics": [
        "segRESTRENDctRF"
      ]
    },
    {
      "page": "segRESTRENDCTSR",
      "title": "Data frame containing the Complete Times Series data for a segmented RESTREND analysis",
      "topics": [
        "segRESTRENDCTSR"
      ]
    },
    {
      "page": "segRESTRENDrfTab",
      "title": "Precipitation Accumulation Table for the segRESTREND demonstration pixel",
      "topics": [
        "segRESTRENDrfTab"
      ]
    },
    {
      "page": "segVPR",
      "title": "Data frame containing the annual data for a segVPR analysis",
      "topics": [
        "segVPR"
      ]
    },
    {
      "page": "segVPRctRF",
      "title": "Data frame containing the raw rainfall data set for the segVPR data, ending dec 2013 with a frquency of 12",
      "topics": [
        "segVPRctRF"
      ]
    },
    {
      "page": "segVPRCTSR",
      "title": "Data frame containing the Complete Times Series data for a segmented VPR (VEGETATION PRECIPTATION RELATIONSHIP) analysis",
      "topics": [
        "segVPRCTSR"
      ]
    },
    {
      "page": "segVPRrfTab",
      "title": "Precipitation Accumulation Table for the segVPR demonstration pixel",
      "topics": [
        "segVPRrfTab"
      ]
    },
    {
      "page": "stdRESTREND",
      "title": "Data frame containing the annual data for a standard Restrend analysis",
      "topics": [
        "stdRESTREND"
      ]
    },
    {
      "page": "stdRESTRENDctRF",
      "title": "Data frame containing the raw rainfall data set ending dec 2013 with a frquency of 12",
      "topics": [
        "stdRESTRENDctRF"
      ]
    },
    {
      "page": "stdRESTRENDCTSR",
      "title": "Data frame containing the Complete Times Series data for a standard Restrend analysis",
      "topics": [
        "stdRESTRENDCTSR"
      ]
    },
    {
      "page": "stdRESTRENDrfTab",
      "title": "Precipitation Accumulation Table for the standard RESTREND demonstration pixel",
      "topics": [
        "stdRESTRENDrfTab"
      ]
    },
    {
      "page": "TSSRattribution",
      "title": "Vegetation change attribution using the Time Series Segmentation of Residual Trends (MAIN FUNCTION)",
      "topics": [
        "TSSRattribution"
      ]
    },
    {
      "page": "TSSRESTREND",
      "title": "Time Series Segmentation of Residual Trends (MAIN FUNCTION)",
      "topics": [
        "TSSRESTREND"
      ]
    },
    {
      "page": "VPR.BFAST",
      "title": "BFAST Breakpoint Detector",
      "topics": [
        "VPR.BFAST"
      ]
    }
  ],
  "_rundeps": [
    "backports",
    "bfast",
    "broom",
    "cli",
    "colorspace",
    "cpp11",
    "dplyr",
    "farver",
    "forecast",
    "fracdiff",
    "generics",
    "ggplot2",
    "glue",
    "gtable",
    "isoband",
    "labeling",
    "lattice",
    "lifecycle",
    "lmtest",
    "magrittr",
    "mblm",
    "nlme",
    "nnet",
    "pillar",
    "pkgconfig",
    "purrr",
    "R6",
    "rbibutils",
    "RColorBrewer",
    "Rcpp",
    "RcppArmadillo",
    "RcppRoll",
    "Rdpack",
    "rlang",
    "S7",
    "sandwich",
    "scales",
    "stringi",
    "stringr",
    "strucchange",
    "strucchangeRcpp",
    "tibble",
    "tidyr",
    "tidyselect",
    "timeDate",
    "urca",
    "utf8",
    "vctrs",
    "viridisLite",
    "withr",
    "zoo"
  ],
  "_score": 1.380211241711606,
  "_indexed": true,
  "_nocasepkg": "tss.restrend",
  "_universes": [
    "ardenb"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.3.1",
      "date": "2026-10-11T15:51:13.000Z",
      "distro": "resolute",
      "commit": "11b69c9875259551960d7f0e0e7b2e94bf9c29f9",
      "fileid": "https://r2.ropensci.org/24b7ae4f61f2af8c996f2e991625e7e75f9b4304524597d9d1a28995172aea12",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/ardenb/actions/runs/38152549589"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "0.3.1",
      "date": "2026-10-11T15:51:14.000Z",
      "distro": "resolute",
      "commit": "11b69c9875259551960d7f0e0e7b2e94bf9c29f9",
      "fileid": "https://r2.ropensci.org/3f1a4d7f8514bba548fc6110c3c916a51e51e0d5c0b0a995dcc2d291de5ffa80",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/ardenb/actions/runs/38152549589"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.3.1",
      "date": "2026-10-11T15:51:48.000Z",
      "commit": "11b69c9875259551960d7f0e0e7b2e94bf9c29f9",
      "fileid": "https://r2.ropensci.org/bc531e96ecbd5d816bfcb6f34c851fe266aee7322f0b07e281c9ca79f4b623c6",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/ardenb/actions/runs/38152549589"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "0.3.1",
      "date": "2026-10-11T15:51:33.000Z",
      "commit": "11b69c9875259551960d7f0e0e7b2e94bf9c29f9",
      "fileid": "https://r2.ropensci.org/d283f9b1fb3d5985ff75d14d87c4374c5b3bf3c0f4d57e72604d8c8653e60d53",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/ardenb/actions/runs/38152549589"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.3.1",
      "date": "2026-10-11T15:51:08.000Z",
      "commit": "11b69c9875259551960d7f0e0e7b2e94bf9c29f9",
      "fileid": "https://r2.ropensci.org/50512d5054e8efea14b2c5a4bd8e341c0d361e8f42e84984883a333dfb3aa14a",
      "status": "success",
      "buildurl": "https://github.com/r-universe/ardenb/actions/runs/38152549589"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.3.1",
      "date": "2026-10-11T15:50:19.000Z",
      "commit": "11b69c9875259551960d7f0e0e7b2e94bf9c29f9",
      "fileid": "https://r2.ropensci.org/3d4561c4770ae9ff77ed161c8cd44c5e1cdfb745cc291facc0f115bf342b3588",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/ardenb/actions/runs/38152549589"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.3.1",
      "date": "2026-10-11T15:50:15.000Z",
      "commit": "11b69c9875259551960d7f0e0e7b2e94bf9c29f9",
      "fileid": "https://r2.ropensci.org/8dc7e4b64b0bda302f5502dc31e4e5ad483a51502e9500d9dfc6e21c5682731f",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/ardenb/actions/runs/38152549589"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "0.3.1",
      "date": "2026-10-11T15:50:32.000Z",
      "commit": "11b69c9875259551960d7f0e0e7b2e94bf9c29f9",
      "fileid": "https://r2.ropensci.org/8dd00caca6a1376526c6e673eb9df4cfb3eb780901e6749b29b3e74fb9dcfc17",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/ardenb/actions/runs/38152549589"
    }
  ]
}