{
  "_id": "6a604f6114e95619b75d8360",
  "Type": "Package",
  "Package": "ebirdst",
  "Title": "Access and Analyze eBird Status and Trends Data Products",
  "Version": "4.2023.0",
  "Authors@R": "c(\nperson(\"Matthew\", \"Strimas-Mackey\", , \"mes335@cornell.edu\", role = c(\"aut\", \"cre\"),\ncomment = c(ORCID = \"0000-0001-8929-7776\")),\nperson(\"Shawn\", \"Ligocki\", , \"sligocki@cornell.edu\", role = \"aut\"),\nperson(\"Tom\", \"Auer\", , \"mta45@cornell.edu\", role = \"aut\",\ncomment = c(ORCID = \"0000-0001-8619-7147\")),\nperson(\"Daniel\", \"Fink\", , \"df36@cornell.edu\", role = \"aut\",\ncomment = c(ORCID = \"0000-0002-8368-1248\")),\nperson(\"Cornell Lab of Ornithology\", role = \"cph\")\n)",
  "Description": "Tools for accessing and analyzing eBird Status and Trends\nData Products\n(<https://science.ebird.org/en/status-and-trends>). eBird\n(<https://ebird.org/home>) is a global database of bird\nobservations collected by member of the public. eBird Status\nand Trends uses these data to model global bird distributions,\nabundances, and population trends at a high spatial and\ntemporal resolution.",
  "License": "GPL-3",
  "URL": "https://ebird.github.io/ebirdst/, https://github.com/ebird/ebirdst",
  "BugReports": "https://github.com/ebird/ebirdst/issues",
  "Encoding": "UTF-8",
  "LazyData": "true",
  "Roxygen": "list(markdown = TRUE)",
  "Config/roxygen2/version": "8.0.0",
  "Config/pak/sysreqs": "libabsl-dev cmake libgdal-dev gdal-bin libgeos-dev\nlibicu-dev libssl-dev libproj-dev libsqlite3-dev\nlibudunits2-dev",
  "Repository": "https://ebird.r-universe.dev",
  "Date/Publication": "2026-07-22 03:02:55 UTC",
  "RemoteUrl": "https://github.com/ebird/ebirdst",
  "RemoteRef": "HEAD",
  "RemoteSha": "25dbf4d0c67ba6906224f0d39c74a7219914e2df",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-07-22 04:59:28 UTC",
    "User": "root"
  },
  "Author": "Matthew Strimas-Mackey [aut, cre] (ORCID:\n<https://orcid.org/0000-0001-8929-7776>),\nShawn Ligocki [aut],\nTom Auer [aut] (ORCID: <https://orcid.org/0000-0001-8619-7147>),\nDaniel Fink [aut] (ORCID: <https://orcid.org/0000-0002-8368-1248>),\nCornell Lab of Ornithology [cph]",
  "Maintainer": "Matthew Strimas-Mackey <mes335@cornell.edu>",
  "_user": "ebird",
  "_type": "src",
  "_file": "ebirdst_4.2023.0.tar.gz",
  "_fileid": "https://r2.ropensci.org/716df6832265963402bce70456c8f63bca7abf752b161cf304aeedc3170bf8e7",
  "_filesize": 453742,
  "_sha256": "716df6832265963402bce70456c8f63bca7abf752b161cf304aeedc3170bf8e7",
  "_expires": "2026-10-30T05:04:31.000Z",
  "_created": "2026-07-22T04:59:28.000Z",
  "_published": "2026-07-22T05:04:33.373Z",
  "_jobs": [
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      "job": 88835661155,
      "time": 154,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "8518775196"
    },
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      "job": 88835661157,
      "time": 218,
      "config": "linux-release-x86_64",
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      "job": 88835661200,
      "time": 93,
      "config": "macos-oldrel-arm64",
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      "config": "windows-devel",
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  "_host": "GitHub-Actions",
  "_buildurl": "https://github.com/r-universe/ebird/actions/runs/29892322762",
  "_status": "success",
  "_upstream": "https://github.com/ebird/ebirdst",
  "_commit": {
    "id": "25dbf4d0c67ba6906224f0d39c74a7219914e2df",
    "author": "Matt Strimas-Mackey <mes335@cornell.edu>",
    "committer": "Matt Strimas-Mackey <mes335@cornell.edu>",
    "message": "guard cap_cells_by_quantile against unreliable quantiles on sparse cells\n\nSkip the per-class cap when fewer than 10 occupied cells exceed the\ncomputed quantile, since the estimate isn't trustworthy with a thin\ntail. Update the affected unit and integration tests to use datasets\nwith enough occupied cells to exercise the cap as intended.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>\n",
    "time": 1784689375
  },
  "_maintainer": {
    "name": "Matthew Strimas-Mackey",
    "email": "mes335@cornell.edu",
    "login": "mstrimas",
    "orcid": "0000-0001-8929-7776",
    "description": "I write code for bird conservation.",
    "uuid": 7296482
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 4.0.0",
      "role": "Depends"
    },
    {
      "package": "arrow",
      "role": "Imports"
    },
    {
      "package": "dplyr",
      "version": ">= 1.0.0",
      "role": "Imports"
    },
    {
      "package": "grDevices",
      "role": "Imports"
    },
    {
      "package": "jsonlite",
      "role": "Imports"
    },
    {
      "package": "magrittr",
      "role": "Imports"
    },
    {
      "package": "RColorBrewer",
      "role": "Imports"
    },
    {
      "package": "rlang",
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    },
    {
      "package": "scales",
      "role": "Imports"
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    {
      "package": "sf",
      "version": ">= 1.0-0",
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    {
      "package": "stats",
      "role": "Imports"
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      "package": "stringr",
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      "package": "terra",
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    {
      "package": "tools",
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    {
      "package": "utils",
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    },
    {
      "package": "viridisLite",
      "role": "Imports"
    },
    {
      "package": "fields",
      "role": "Suggests"
    },
    {
      "package": "ggplot2",
      "role": "Suggests"
    },
    {
      "package": "lubridate",
      "role": "Suggests"
    },
    {
      "package": "PresenceAbsence",
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    },
    {
      "package": "rnaturalearth",
      "role": "Suggests"
    },
    {
      "package": "scico",
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    },
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      "package": "testthat",
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    },
    {
      "package": "tidyr",
      "role": "Suggests"
    },
    {
      "package": "withr",
      "role": "Suggests"
    }
  ],
  "_owner": "ebird",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [
    {
      "week": "2025-30",
      "n": 1
    },
    {
      "week": "2025-40",
      "n": 1
    },
    {
      "week": "2025-42",
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    },
    {
      "week": "2026-12",
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    },
    {
      "week": "2026-28",
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    },
    {
      "week": "2026-29",
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    },
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    }
  ],
  "_tags": [],
  "_stars": 35,
  "_contributors": [
    {
      "user": "mstrimas",
      "count": 122,
      "uuid": 7296482
    },
    {
      "user": "ethanplunkett",
      "count": 3,
      "uuid": 6609894
    },
    {
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      "uuid": 9014864
    },
    {
      "user": "olivroy",
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      "uuid": 52606734
    },
    {
      "user": "cmcrowley",
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      "uuid": 72047231
    }
  ],
  "_userbio": {
    "uuid": 3780849,
    "type": "organization",
    "name": "eBird Status & Trends",
    "followers": 27,
    "description": "Using eBird data to monitor bird populations and power research, conservation, and education."
  },
  "_downloads": {
    "count": 461,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/ebirdst"
  },
  "_devurl": "https://github.com/ebird/ebirdst",
  "_pkgdown": "https://ebird.github.io/ebirdst/",
  "_searchresults": 305,
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/ebirdst.html",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/ebird/ebirdst",
  "_realowner": "ebird",
  "_cranurl": true,
  "_releases": [
    {
      "version": "0.1.0",
      "date": "2019-04-04"
    },
    {
      "version": "0.2.0",
      "date": "2020-02-27"
    },
    {
      "version": "0.2.1",
      "date": "2020-03-23"
    },
    {
      "version": "0.2.2",
      "date": "2021-01-16"
    },
    {
      "version": "0.3.0",
      "date": "2021-08-10"
    },
    {
      "version": "0.3.1",
      "date": "2021-08-18"
    },
    {
      "version": "0.3.2",
      "date": "2021-09-15"
    },
    {
      "version": "0.3.3",
      "date": "2021-11-12"
    },
    {
      "version": "0.3.4",
      "date": "2022-03-16"
    },
    {
      "version": "0.3.5",
      "date": "2022-04-01"
    },
    {
      "version": "1.2020.0",
      "date": "2022-07-08"
    },
    {
      "version": "1.2020.1",
      "date": "2022-07-09"
    },
    {
      "version": "1.2021.0",
      "date": "2022-11-09"
    },
    {
      "version": "1.2021.1",
      "date": "2022-12-07"
    },
    {
      "version": "1.2021.2",
      "date": "2023-01-07"
    },
    {
      "version": "1.2021.3",
      "date": "2023-01-14"
    },
    {
      "version": "2.2021.0",
      "date": "2023-01-18"
    },
    {
      "version": "2.2021.1",
      "date": "2023-04-06"
    },
    {
      "version": "2.2021.2",
      "date": "2023-04-27"
    },
    {
      "version": "2.2021.3",
      "date": "2023-05-09"
    },
    {
      "version": "3.2022.0",
      "date": "2023-11-15"
    },
    {
      "version": "3.2022.1",
      "date": "2023-12-09"
    },
    {
      "version": "3.2022.2",
      "date": "2024-02-24"
    },
    {
      "version": "3.2022.3",
      "date": "2024-03-05"
    },
    {
      "version": "3.2023.0",
      "date": "2025-05-07"
    },
    {
      "version": "3.2023.1",
      "date": "2025-10-19"
    },
    {
      "version": "4.2023.0",
      "date": "2026-07-20"
    }
  ],
  "_exports": [
    "%>%",
    "abundance_palette",
    "assign_to_grid",
    "calculate_mcc_f1",
    "convert_ppy_to_cumulative",
    "date_to_st_week",
    "ebirdst_data_dir",
    "ebirdst_data_inventory",
    "ebirdst_delete",
    "ebirdst_download",
    "ebirdst_download_data_coverage",
    "ebirdst_download_status",
    "ebirdst_download_trends",
    "ebirdst_extent",
    "ebirdst_habitat",
    "ebirdst_palettes",
    "ebirdst_ppms",
    "ebirdst_ppms_ts",
    "ebirdst_regional_stats",
    "ebirdst_subset",
    "ebirdst_version",
    "get_species",
    "get_species_path",
    "grid_sample",
    "grid_sample_stratified",
    "list_available_pis",
    "load_config",
    "load_data_coverage",
    "load_fac_map_parameters",
    "load_pds",
    "load_pi",
    "load_pis",
    "load_ppm",
    "load_predictions",
    "load_ranges",
    "load_raster",
    "load_regional_stats",
    "load_stixels",
    "load_trends",
    "parse_raster_dates",
    "plot_pds",
    "plot_pis",
    "project_extent",
    "rasterize_trends",
    "set_ebirdst_access_key",
    "stixelize",
    "vectorize_trends"
  ],
  "_datasets": [
    {
      "name": "ebirdst_predictor_descriptions",
      "title": "eBird Status and Trends predictors descriptions",
      "object": "ebirdst_predictor_descriptions",
      "class": [
        "tbl_df",
        "tbl",
        "data.frame"
      ],
      "fields": [
        "dataset",
        "predictor",
        "description",
        "reference"
      ],
      "rows": 42,
      "table": true,
      "tojson": true
    },
    {
      "name": "ebirdst_predictors",
      "title": "eBird Status and Trends predictor variables",
      "object": "ebirdst_predictors",
      "class": [
        "tbl_df",
        "tbl",
        "data.frame"
      ],
      "fields": [
        "predictor",
        "dataset",
        "class",
        "label"
      ],
      "rows": 153,
      "table": true,
      "tojson": true
    },
    {
      "name": "ebirdst_runs",
      "title": "Data frame of species with eBird Status and Trends Data Products",
      "object": "ebirdst_runs",
      "class": [
        "tbl_df",
        "tbl",
        "data.frame"
      ],
      "fields": [
        "species_code",
        "scientific_name",
        "common_name",
        "is_resident",
        "breeding_quality",
        "breeding_start",
        "breeding_end",
        "nonbreeding_quality",
        "nonbreeding_start",
        "nonbreeding_end",
        "postbreeding_migration_quality",
        "postbreeding_migration_start",
        "postbreeding_migration_end",
        "prebreeding_migration_quality",
        "prebreeding_migration_start",
        "prebreeding_migration_end",
        "resident_quality",
        "resident_start",
        "resident_end",
        "status_version_year",
        "has_trends",
        "trends_season",
        "trends_region",
        "trends_start_year",
        "trends_end_year",
        "trends_start_date",
        "trends_end_date",
        "rsquared",
        "beta0",
        "trends_version_year"
      ],
      "rows": 2981,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "assign_to_grid",
      "title": "Assign points to a spacetime grid",
      "topics": [
        "assign_to_grid"
      ]
    },
    {
      "page": "calculate_mcc_f1",
      "title": "Calculate MCC and F1 score",
      "topics": [
        "calculate_mcc_f1"
      ]
    },
    {
      "page": "convert_ppy_to_cumulative",
      "title": "Convert percent per year trend to cumulative trend",
      "topics": [
        "convert_ppy_to_cumulative"
      ]
    },
    {
      "page": "date_to_st_week",
      "title": "Get the Status and Trends week that a date falls into",
      "topics": [
        "date_to_st_week"
      ]
    },
    {
      "page": "ebirdst_data_dir",
      "title": "Path to eBird Status and Trends data download directory",
      "topics": [
        "ebirdst_data_dir"
      ]
    },
    {
      "page": "ebirdst_data_inventory",
      "title": "Inventory of downloaded eBird Status and Trends data",
      "topics": [
        "ebirdst_data_inventory",
        "print.ebirdst_inventory"
      ]
    },
    {
      "page": "ebirdst_delete",
      "title": "Delete downloaded eBird Status and Trends data",
      "topics": [
        "ebirdst_delete"
      ]
    },
    {
      "page": "ebirdst_download_data_coverage",
      "title": "Download eBird Status and Trends Data Coverage Products",
      "topics": [
        "ebirdst_download_data_coverage"
      ]
    },
    {
      "page": "ebirdst_download_status",
      "title": "Download eBird Status Data Products",
      "topics": [
        "ebirdst_download_status"
      ]
    },
    {
      "page": "ebirdst_download_trends",
      "title": "Download eBird Trends Data Products",
      "topics": [
        "ebirdst_download_trends"
      ]
    },
    {
      "page": "ebirdst_palettes",
      "title": "eBird Status and Trends color palettes for mapping",
      "topics": [
        "ebirdst_palettes"
      ]
    },
    {
      "page": "ebirdst_predictor_descriptions",
      "title": "eBird Status and Trends predictors descriptions",
      "topics": [
        "ebirdst_predictor_descriptions"
      ]
    },
    {
      "page": "ebirdst_predictors",
      "title": "eBird Status and Trends predictor variables",
      "topics": [
        "ebirdst_predictors"
      ]
    },
    {
      "page": "ebirdst_regional_stats",
      "title": "Regional summary statistics for all species",
      "topics": [
        "ebirdst_regional_stats"
      ]
    },
    {
      "page": "ebirdst_runs",
      "title": "Data frame of species with eBird Status and Trends Data Products",
      "topics": [
        "ebirdst_runs"
      ]
    },
    {
      "page": "ebirdst_version",
      "title": "eBird Status and Trends Data Products version",
      "topics": [
        "ebirdst_version"
      ]
    },
    {
      "page": "get_species",
      "title": "Get eBird species code for a set of species",
      "topics": [
        "get_species"
      ]
    },
    {
      "page": "get_species_path",
      "title": "Get the path to the data package for a given species",
      "topics": [
        "get_species_path"
      ]
    },
    {
      "page": "grid_sample",
      "title": "Spatiotemporal grid sampling of observation data",
      "topics": [
        "grid_sample",
        "grid_sample_stratified"
      ]
    },
    {
      "page": "load_config",
      "title": "Load eBird Status Data Products configuration file",
      "topics": [
        "load_config"
      ]
    },
    {
      "page": "load_data_coverage",
      "title": "Load eBird Status and Trends Data Coverage Products",
      "topics": [
        "load_data_coverage"
      ]
    },
    {
      "page": "load_fac_map_parameters",
      "title": "Load full annual cycle map parameters",
      "topics": [
        "load_fac_map_parameters"
      ]
    },
    {
      "page": "load_pi",
      "title": "Load predictor importance (PI) rasters",
      "topics": [
        "list_available_pis",
        "load_pi"
      ]
    },
    {
      "page": "load_ppm",
      "title": "Load predictive performance metric (PPM) rasters",
      "topics": [
        "load_ppm"
      ]
    },
    {
      "page": "load_ranges",
      "title": "Load seasonal eBird Status and Trends range polygons",
      "topics": [
        "load_ranges"
      ]
    },
    {
      "page": "load_raster",
      "title": "Load eBird Status Data Products raster data",
      "topics": [
        "load_raster"
      ]
    },
    {
      "page": "load_regional_stats",
      "title": "Load regional summary statistics",
      "topics": [
        "load_regional_stats"
      ]
    },
    {
      "page": "load_trends",
      "title": "Load eBird Trends estimates for a set of species",
      "topics": [
        "load_trends"
      ]
    },
    {
      "page": "rasterize_trends",
      "title": "Convert eBird Trends Data Products to raster format",
      "topics": [
        "rasterize_trends"
      ]
    },
    {
      "page": "set_ebirdst_access_key",
      "title": "Store the eBird Status and Trends access key",
      "topics": [
        "set_ebirdst_access_key"
      ]
    },
    {
      "page": "vectorize_trends",
      "title": "Convert Trends Data Products to points or circles",
      "topics": [
        "vectorize_trends"
      ]
    }
  ],
  "_readme": "https://github.com/ebird/ebirdst/raw/HEAD/README.md",
  "_rundeps": [
    "arrow",
    "assertthat",
    "bit",
    "bit64",
    "class",
    "classInt",
    "cli",
    "cpp11",
    "DBI",
    "dplyr",
    "e1071",
    "farver",
    "generics",
    "glue",
    "jsonlite",
    "KernSmooth",
    "labeling",
    "lifecycle",
    "magrittr",
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