{
  "_id": "6ac6292ff511ae58c09a6e86",
  "Package": "xbioclim",
  "Type": "Package",
  "Title": "Bioclimatic Variables from Monthly Climate Data",
  "Version": "1.0.3",
  "Authors@R": "person(\"Angel Luis\", \"Robles Fernandez\", \nemail = \"a.l.robles.fernandez@gmail.com\",\nrole = c(\"aut\", \"cre\"))",
  "Description": "Computes the 19 standard bioclimatic variables\n(BIO01-BIO19) from monthly climate data. The variable set was\noriginally proposed by Nix (1986, ISBN:978-0-644-04887-3) for\nthe BIOCLIM modelling system and is also distributed with the\nCHELSA climatologies (Karger et al., 2017\n<doi:10.1038/sdata.2017.122>). Provides both individual\nvariable functions and a unified interface to compute all 19\nvariables at once. Designed as an R implementation of the\n'xbioclim' C++ library (Robles Fernandez, 2026\n<https://github.com/alrobles/xbioclimcpp>). Supports\nsingle-pixel vectors and block-based raster processing via\n'terra' for memory-efficient handling of large spatial\ndatasets. Includes helpers to transform ERA5-Land hourly\nreanalysis data (Muñoz-Sabater et al., 2021\n<doi:10.5194/essd-13-4349-2021>) into monthly climate inputs.",
  "License": "MIT + file LICENSE",
  "NeedsCompilation": "yes",
  "SystemRequirements": "GNU make, C++17; optionally GDAL (>= 2.0.1) with\ngdal-config, CUDA toolkit (>= 11.0) with nvcc for GPU\nacceleration",
  "Encoding": "UTF-8",
  "Language": "en-US",
  "Roxygen": "list(markdown = TRUE)",
  "Config/testthat/edition": "3",
  "URL": "https://alrobles.github.io/xbioclim/,\nhttps://github.com/alrobles/xbioclim",
  "BugReports": "https://github.com/alrobles/xbioclim/issues",
  "Collate": "'RcppExports.R' 'primitives.R' 'bioclim.R' 'BioclimData.R'\n'quarterly.R' 'bioclim_window.R' 'bioclim_module.R'\n'bioclimmodel.R' 'bioclim_raster.R' 'era5_monthly.R'\n'era5_bioclim.R' 'bioclim_engine.R' 'engine.R' 'mask.R'\n'messages.R' 'xbioclim-package.R'",
  "Config/roxygen2/version": "8.0.0",
  "Config/pak/sysreqs": "nvidia-cuda-dev libgdal-dev gdal-bin make",
  "Repository": "https://alrobles.r-universe.dev",
  "Date/Publication": "2026-09-23 19:33:39 UTC",
  "RemoteUrl": "https://github.com/alrobles/xbioclim",
  "RemoteRef": "HEAD",
  "RemoteSha": "95f4301963df94bd4cf3a74cc77b1b60d281b1fd",
  "Packaged": {
    "Date": "2026-10-07 09:18:11 UTC",
    "User": "root"
  },
  "Author": "Angel Luis Robles Fernandez [aut, cre]",
  "Maintainer": "Angel Luis Robles Fernandez <a.l.robles.fernandez@gmail.com>",
  "_user": "alrobles",
  "_type": "src",
  "_file": "xbioclim_1.0.3.tar.gz",
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  "_expires": "2027-01-15T11:12:45.000Z",
  "_created": "2026-10-07T09:18:11.000Z",
  "_published": "2026-10-07T11:12:47.759Z",
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    "id": "95f4301963df94bd4cf3a74cc77b1b60d281b1fd",
    "author": "Angel Robles <a.l.robles.fernandez@gmail.com>",
    "committer": "Angel Robles <a.l.robles.fernandez@gmail.com>",
    "message": "docs(DESCRIPTION): cite method and data provenance references\n\nDescription now attributes each layer of the package to its source:\n\n- Nix (1986, ISBN:978-0-644-04887-3): the bioclimatic variable set was\n  originally proposed for the BIOCLIM modelling system.\n- Karger et al. (2017) <doi:10.1038/sdata.2017.122>: the CHELSA\n  climatologies distribute the same variable set.\n- Muñoz-Sabater et al. (2021) <doi:10.5194/essd-13-4349-2021>: ERA5-Land,\n  whose hourly data the era5_* helpers transform to monthly inputs.\n- Robles Fernandez (2026) <https://github.com/alrobles/xbioclimcpp>: the\n  author's own C++ library implementing the computational method, cited\n  via URL since it has no published DOI yet.\n\nGenerated with [Devin](https://devin.ai)\n\nCo-Authored-By: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>\n",
    "time": 1790192019
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  "_maintainer": {
    "name": "Angel Luis Robles Fernandez",
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    "login": "alrobles",
    "description": "Postdoctoral Research at University of Kansas",
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      "date": "2026-09-09"
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      "date": "2026-09-12"
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    "name": "Angel Luis Robles Fernández",
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    "description": "Postdoctoral Research at University of Kansas"
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    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/xbioclim"
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  "_devurl": "https://github.com/alrobles/xbioclim",
  "_pkgdown": "https://alrobles.github.io/xbioclim/",
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  "_topics": [
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    "apply_mask_cpp",
    "bio01",
    "bio02",
    "bio03",
    "bio04",
    "bio05",
    "bio06",
    "bio07",
    "bio08",
    "bio09",
    "bio10",
    "bio11",
    "bio12",
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    "bio14",
    "bio15",
    "bio16",
    "bio17",
    "bio18",
    "bio19",
    "bioclim",
    "bioclim_block",
    "bioclim_engine",
    "bioclim_errors",
    "bioclim_raster",
    "bioclim_rolling",
    "bioclim_warnings",
    "bioclim_window",
    "BioclimData",
    "BioclimModel",
    "clear_messages",
    "ClimateBlock",
    "create_mask",
    "cuda_device_count",
    "cuda_device_info",
    "cuda_info",
    "engine_set_device",
    "engine_set_pipeline",
    "engine_set_variables",
    "era5_bioclim",
    "era5_bioclim_years",
    "era5_t2m_to_monthly",
    "era5_to_monthly",
    "era5_tp_to_monthly",
    "gdal_can_open",
    "gdal_info",
    "has_cuda",
    "has_error",
    "has_gdal",
    "has_warning",
    "quarterly_fixed",
    "quarterly_rolling",
    "quarterly_variables",
    "rasterize_mask_cpp"
  ],
  "_help": [
    {
      "page": "xbioclim-package",
      "title": "xbioclim: Bioclimatic Variables from Monthly Climate Data",
      "topics": [
        "xbioclim-package",
        "xbioclim"
      ]
    },
    {
      "page": "apply_mask_cpp",
      "title": "Apply a binary mask raster to an input raster",
      "topics": [
        "apply_mask_cpp"
      ]
    },
    {
      "page": "bioclim_block",
      "title": "Create a C++ ClimateBlock and compute bioclimatic variables",
      "topics": [
        "bioclim_block"
      ]
    },
    {
      "page": "bioclim_engine",
      "title": "Compute Bioclimatic Variables via the Native GDAL-Tiled Engine",
      "topics": [
        "bioclim_engine"
      ]
    },
    {
      "page": "bioclim_errors",
      "title": "Retrieve stored error messages",
      "topics": [
        "bioclim_errors"
      ]
    },
    {
      "page": "bioclim_raster",
      "title": "Compute Bioclimatic Variables from Monthly Climate Rasters",
      "topics": [
        "bioclim_raster"
      ]
    },
    {
      "page": "bioclim_rolling",
      "title": "Rolling optimal-window bioclimatic variables",
      "topics": [
        "bioclim_rolling"
      ]
    },
    {
      "page": "bioclim_warnings",
      "title": "Retrieve stored warning messages",
      "topics": [
        "bioclim_warnings"
      ]
    },
    {
      "page": "bioclim_window",
      "title": "Bioclimatic variables over an arbitrary window of months",
      "topics": [
        "bioclim_window"
      ]
    },
    {
      "page": "bioclim-raster",
      "title": "Block-Based Raster Processing for Bioclimatic Variables",
      "topics": [
        "bioclim-raster"
      ]
    },
    {
      "page": "bioclim-variables",
      "title": "Compute Bioclimatic Variables from Monthly Climate Data",
      "topics": [
        "bio01",
        "bio01,ANY-method",
        "bio01,BioclimData-method",
        "bio02",
        "bio02,ANY,ANY-method",
        "bio02,BioclimData,missing-method",
        "bio03",
        "bio03,ANY,ANY-method",
        "bio03,BioclimData,missing-method",
        "bio04",
        "bio04,ANY-method",
        "bio04,BioclimData-method",
        "bio05",
        "bio05,ANY-method",
        "bio05,BioclimData-method",
        "bio06",
        "bio06,ANY-method",
        "bio06,BioclimData-method",
        "bio07",
        "bio07,ANY,ANY-method",
        "bio07,BioclimData,missing-method",
        "bio08",
        "bio08,ANY,ANY-method",
        "bio08,BioclimData,missing-method",
        "bio09",
        "bio09,ANY,ANY-method",
        "bio09,BioclimData,missing-method",
        "bio10",
        "bio10,ANY-method",
        "bio10,BioclimData-method",
        "bio11",
        "bio11,ANY-method",
        "bio11,BioclimData-method",
        "bio12",
        "bio12,ANY-method",
        "bio12,BioclimData-method",
        "bio13",
        "bio13,ANY-method",
        "bio13,BioclimData-method",
        "bio14",
        "bio14,ANY-method",
        "bio14,BioclimData-method",
        "bio15",
        "bio15,ANY-method",
        "bio15,BioclimData-method",
        "bio16",
        "bio16,ANY-method",
        "bio16,BioclimData-method",
        "bio17",
        "bio17,ANY-method",
        "bio17,BioclimData-method",
        "bio18",
        "bio18,ANY,ANY-method",
        "bio18,BioclimData,missing-method",
        "bio19",
        "bio19,ANY,ANY-method",
        "bio19,BioclimData,missing-method",
        "bioclim",
        "bioclim,ANY,ANY,ANY,ANY-method",
        "bioclim,BioclimData,missing,missing,missing-method",
        "bioclim-variables"
      ]
    },
    {
      "page": "BioclimData",
      "title": "Create a BioclimData Object",
      "topics": [
        "BioclimData"
      ]
    },
    {
      "page": "BioclimData-class",
      "title": "S4 Class for Bioclimatic Input Data",
      "topics": [
        "BioclimData-class"
      ]
    },
    {
      "page": "BioclimModel",
      "title": "Create a BioclimModel Object",
      "topics": [
        "BioclimModel"
      ]
    },
    {
      "page": "BioclimModel-class",
      "title": "BioclimModel S4 Class",
      "topics": [
        "BioclimModel-class"
      ]
    },
    {
      "page": "BioclimModel-methods",
      "title": "S4 Methods for BioclimModel Objects",
      "topics": [
        "bio01,BioclimModel-method",
        "bio02,BioclimModel,missing-method",
        "bio03,BioclimModel,missing-method",
        "bio04,BioclimModel-method",
        "bio05,BioclimModel-method",
        "bio06,BioclimModel-method",
        "bio07,BioclimModel,missing-method",
        "bio08,BioclimModel,missing-method",
        "bio09,BioclimModel,missing-method",
        "bio10,BioclimModel-method",
        "bio11,BioclimModel-method",
        "bio12,BioclimModel-method",
        "bio13,BioclimModel-method",
        "bio14,BioclimModel-method",
        "bio15,BioclimModel-method",
        "bio16,BioclimModel-method",
        "bio17,BioclimModel-method",
        "bio18,BioclimModel,missing-method",
        "bio19,BioclimModel,missing-method",
        "bioclim,BioclimModel,ANY,ANY,ANY-method",
        "BioclimModel-methods"
      ]
    },
    {
      "page": "clear_messages",
      "title": "Clear all stored messages",
      "topics": [
        "clear_messages"
      ]
    },
    {
      "page": "ClimateBlock",
      "title": "C++ ClimateBlock class for batch bioclim computation",
      "topics": [
        "ClimateBlock"
      ]
    },
    {
      "page": "create_mask",
      "title": "Create a binary mask raster from a polygon source",
      "topics": [
        "create_mask"
      ]
    },
    {
      "page": "cuda_device_count",
      "title": "Count available CUDA GPU devices",
      "topics": [
        "cuda_device_count"
      ]
    },
    {
      "page": "cuda_device_info",
      "title": "Query properties of the first CUDA GPU device",
      "topics": [
        "cuda_device_info"
      ]
    },
    {
      "page": "cuda_info",
      "title": "Query CUDA GPU device information",
      "topics": [
        "cuda_info"
      ]
    },
    {
      "page": "engine_compute",
      "title": "Run the bioclimatic-variable computation pipeline",
      "topics": [
        "engine_compute"
      ]
    },
    {
      "page": "engine_create",
      "title": "Create a new BioclimEngine instance",
      "topics": [
        "engine_create"
      ]
    },
    {
      "page": "engine_open",
      "title": "Configure monthly climate input files",
      "topics": [
        "engine_open"
      ]
    },
    {
      "page": "engine_set_device",
      "title": "Set the compute device for a BioclimEngine instance",
      "topics": [
        "engine_set_device"
      ]
    },
    {
      "page": "engine_set_mask",
      "title": "Set an optional mask raster",
      "topics": [
        "engine_set_mask"
      ]
    },
    {
      "page": "engine_set_output",
      "title": "Set the output raster path",
      "topics": [
        "engine_set_output"
      ]
    },
    {
      "page": "engine_set_threads",
      "title": "Set the number of OpenMP threads",
      "topics": [
        "engine_set_threads"
      ]
    },
    {
      "page": "engine_set_variables",
      "title": "Select which bioclimatic variables to write",
      "topics": [
        "engine_set_variables"
      ]
    },
    {
      "page": "era5_bioclim",
      "title": "Compute Bioclimatic Variables from ERA5-Land Data",
      "topics": [
        "era5_bioclim"
      ]
    },
    {
      "page": "era5_bioclim_years",
      "title": "Generate Bioclimatic Variables for Multiple Years",
      "topics": [
        "era5_bioclim_years"
      ]
    },
    {
      "page": "gdal_can_open",
      "title": "Check whether GDAL can open a raster file",
      "topics": [
        "gdal_can_open"
      ]
    },
    {
      "page": "gdal_info",
      "title": "Return metadata about a GDAL-readable raster",
      "topics": [
        "gdal_info"
      ]
    },
    {
      "page": "has_cuda",
      "title": "Check CUDA GPU availability",
      "topics": [
        "has_cuda"
      ]
    },
    {
      "page": "has_error",
      "title": "Check whether any errors are stored",
      "topics": [
        "has_error"
      ]
    },
    {
      "page": "has_gdal",
      "title": "Check whether the package was built with GDAL support",
      "topics": [
        "has_gdal"
      ]
    },
    {
      "page": "has_warning",
      "title": "Check whether any warnings are stored",
      "topics": [
        "has_warning"
      ]
    },
    {
      "page": "quarterly_fixed",
      "title": "Fixed-quarter seasonal variables",
      "topics": [
        "quarterly_fixed"
      ]
    },
    {
      "page": "quarterly_rolling",
      "title": "Rolling-quarter seasonal variables",
      "topics": [
        "quarterly_rolling"
      ]
    },
    {
      "page": "quarterly_variables",
      "title": "Quarterly / seasonal climate variables",
      "topics": [
        "quarterly_variables",
        "quarterly_variables.default"
      ]
    },
    {
      "page": "rasterize_mask_cpp",
      "title": "Rasterize a vector polygon layer to a binary mask raster",
      "topics": [
        "rasterize_mask_cpp"
      ]
    },
    {
      "page": "xbioclim-messages",
      "title": "Error and Warning Message Store",
      "topics": [
        "xbioclim-messages"
      ]
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