{ "_id": "6a37b2af3efcd9bda442735a", "Package": "spatialsample", "Title": "Spatial Resampling Infrastructure", "Version": "0.6.0.9000", "Authors@R": "c(\nperson(\"Michael\", \"Mahoney\", , \"mike.mahoney.218@gmail.com\", role = c(\"aut\", \"cre\"),\ncomment = c(ORCID = \"0000-0003-2402-304X\")),\nperson(\"Julia\", \"Silge\", , \"julia.silge@posit.co\", role = \"aut\",\ncomment = c(ORCID = \"0000-0002-3671-836X\")),\nperson(given = \"Posit Software, PBC\", role = c(\"cph\", \"fnd\"))\n)", "Description": "Functions and classes for spatial resampling to use with\nthe 'rsample' package, such as spatial cross-validation\n(Brenning, 2012) . The scope\nof 'rsample' and 'spatialsample' is to provide the basic\nbuilding blocks for creating and analyzing resamples of a\nspatial data set, but neither package includes functions for\nmodeling or computing statistics. The resampled spatial data\nsets created by 'spatialsample' do not contain much overhead in\nmemory.", "License": "MIT + file LICENSE", "URL": "https://github.com/tidymodels/spatialsample,\nhttps://spatialsample.tidymodels.org", "BugReports": "https://github.com/tidymodels/spatialsample/issues", "VignetteBuilder": "knitr", "Config/Needs/website": "tidyverse/tidytemplate", "Config/testthat/edition": "3", "Config/testthat/parallel": "true", "Encoding": "UTF-8", "LazyData": "true", "Roxygen": "list(markdown = TRUE)", "RoxygenNote": "7.3.3", "Config/pak/sysreqs": "libabsl-dev cmake libgdal-dev gdal-bin libgeos-dev\nlibicu-dev libssl-dev libproj-dev libsqlite3-dev\nlibudunits2-dev", "Repository": "https://tidymodels.r-universe.dev", "Date/Publication": "2025-12-02 14:03:51 UTC", "RemoteUrl": "https://github.com/tidymodels/spatialsample", "RemoteRef": "HEAD", "RemoteSha": "9a44b7c2735d7d5be31b79d29c3d34eafa88ba08", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-06-21 09:37:02 UTC", "User": "root" }, "Author": "Michael Mahoney [aut, cre] (ORCID:\n),\nJulia Silge [aut] (ORCID: ),\nPosit Software, PBC [cph, fnd]", "Maintainer": "Michael Mahoney ", "MD5sum": "11d4571b860d95f4eb14e94734527f8c", "_user": "tidymodels", "_type": "src", "_file": "spatialsample_0.6.0.9000.tar.gz", "_fileid": "a48ab1ed9e3bc603c827ace1dee5f454ef94037d9fd1ba54693abda3bb6985f9", "_filesize": 5665908, "_sha256": "a48ab1ed9e3bc603c827ace1dee5f454ef94037d9fd1ba54693abda3bb6985f9", "_created": "2026-06-21T09:37:02.000Z", "_published": "2026-06-21T09:45:19.215Z", "_distro": "noble", "_jobs": [ { "job": 82559276265, "time": 350, "config": "linux-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "7774062785" }, { "job": 82559276269, "time": 347, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7774062052" }, { "job": 82559276278, "time": 348, "config": "linux-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7774062445" }, { "job": 82559276275, "time": 374, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7774065434" }, { "job": 82559276268, "time": 198, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "WARNING", "artifact": "7774042846" }, { "job": 82559276262, "time": 437, "config": "macos-oldrel-x86_64", "r": "4.5.3", "check": "WARNING", "artifact": "7774073469" }, { "job": 82559276259, "time": 198, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7774042866" }, { "job": 82559276273, "time": 386, "config": "macos-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7774067020" }, { "job": 82558990731, "time": 280, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7774016117" }, { "job": 82559276183, "time": 130, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7774033242" }, { "job": 82559276188, "time": 308, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7774057028" }, { "job": 82559276279, "time": 293, "config": "windows-oldrel", "r": "4.5.3", "check": "WARNING", "artifact": "7774055030" }, { "job": 82559276191, "time": 299, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7774055841" } ], "_buildurl": "https://github.com/r-universe/tidymodels/actions/runs/27900179669", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/tidymodels/spatialsample", "_commit": { "id": "9a44b7c2735d7d5be31b79d29c3d34eafa88ba08", "author": "Hannah Frick ", "committer": "GitHub ", "message": "Update GHA (#173)\n\n* `use_tidy_github_actions()`\n\n* `build_readme()`", "time": 1764684231 }, "_maintainer": { "name": "Michael Mahoney", "email": "mike.mahoney.218@gmail.com", "login": "mikemahoney218", "mastodon": "@MikeMahoney218@fosstodon.org", "orcid": "0000-0003-2402-304X", "description": "R, Python, and using data to understand this complex world we live in", "uuid": 38229299 }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.6", "role": "Depends" }, { "package": "cpp11", "role": "LinkingTo" }, { "package": "dplyr", "version": ">= 1.0.0", "role": "Imports" }, { "package": "ggplot2", "role": "Imports" }, { "package": "glue", "role": "Imports" }, { "package": "purrr", "role": "Imports" }, { "package": "rlang", "version": ">= 1.0.0", "role": "Imports" }, { "package": "rsample", "version": ">= 1.1.1", "role": "Imports" }, { "package": "sf", "version": ">= 1.0-9", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "tibble", "role": "Imports" }, { "package": "tidyselect", "role": "Imports" }, { "package": "units", "role": "Imports" }, { "package": "vctrs", "version": ">= 0.3.6", "role": "Imports" }, { "package": "covr", "role": "Suggests" }, { "package": "gifski", "role": "Suggests" }, { "package": "knitr", "role": "Suggests" }, { "package": "lwgeom", "role": "Suggests" }, { "package": "modeldata", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" }, { "package": "tidyr", "role": "Suggests" }, { "package": "vdiffr", "role": "Suggests" }, { "package": "whisker", "role": "Suggests" }, { "package": "withr", "role": "Suggests" }, { "package": "yardstick", "role": "Suggests" } ], "_owner": "tidymodels", "_selfowned": true, "_usedby": 4, "_updates": [ { "week": "2025-47", "n": 1 }, { "week": "2025-49", "n": 3 } ], "_tags": [], "_stars": 78, "_contributors": [ { "user": "mikemahoney218", "count": 100, "uuid": 38229299 }, { "user": "juliasilge", "count": 48, "uuid": 12505835 }, { "user": "davisvaughan", "count": 6, "uuid": 19150088 }, { "user": "hfrick", "count": 4, "uuid": 12950918 } ], "_userbio": { "uuid": 29100987, "type": "organization", "name": "tidymodels", "followers": 556 }, "_downloads": { "count": 3827, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/spatialsample" }, "_devurl": "https://github.com/tidymodels/spatialsample", "_pkgdown": "https://spatialsample.tidymodels.org", "_searchresults": 305, "_topics": [ "cpp" ], "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "extra/spatialsample.html", "LICENSE", "manual.pdf" ], "_homeurl": "https://github.com/tidymodels/spatialsample", "_realowner": "tidymodels", "_cranurl": true, "_releases": [ { "version": "0.1.0", "date": "2021-03-04" }, { "version": "0.2.0", "date": "2022-06-17" }, { "version": "0.2.1", "date": "2022-08-06" }, { "version": "0.3.0", "date": "2023-01-17" }, { "version": "0.4.0", "date": "2023-05-17" }, { "version": "0.5.0", "date": "2023-11-03" }, { "version": "0.5.1", "date": "2023-11-08" }, { "version": "0.6.0", "date": "2024-10-02" }, { "version": "0.6.1", "date": "2025-12-02" } ], "_exports": [ "analysis", "assessment", "autoplot", "get_rsplit", "spatial_block_cv", "spatial_buffer_vfold_cv", "spatial_clustering_cv", "spatial_leave_location_out_cv", "spatial_nndm_cv" ], "_datasets": [ { "name": "boston_canopy", "title": "Boston tree canopy and heat index data.", "object": "boston_canopy", "class": [ "sf", "tbl_df", "tbl", "data.frame" ], "fields": [ "grid_id", "land_area", "canopy_gain", "canopy_loss", "canopy_no_change", "canopy_area_2014", "canopy_area_2019", "change_canopy_area", "change_canopy_percentage", "canopy_percentage_2014", "canopy_percentage_2019", "change_canopy_absolute", "mean_temp_morning", "mean_temp_evening", "mean_temp", "mean_heat_index_morning", "mean_heat_index_evening", "mean_heat_index", "geometry" ], "rows": 682, "table": false, "tojson": true } ], "_help": [ { "page": "autoplot.spatial_rset", "title": "Create a ggplot for spatial resamples.", "topics": [ "autoplot.spatial_block_cv", "autoplot.spatial_rset" ] }, { "page": "boston_canopy", "title": "Boston tree canopy and heat index data.", "topics": [ "boston_canopy" ] }, { "page": "spatial_block_cv", "title": "Spatial block cross-validation", "topics": [ "spatial_block_cv" ] }, { "page": "spatial_vfold", "title": "V-Fold Cross-Validation with Buffering", "topics": [ "spatial_buffer_vfold_cv", "spatial_leave_location_out_cv" ] }, { "page": "spatial_clustering_cv", "title": "Spatial Clustering Cross-Validation", "topics": [ "spatial_clustering_cv" ] }, { "page": "spatial_nndm_cv", "title": "Nearest neighbor distance matching (NNDM) cross-validation", "topics": [ "spatial_nndm_cv" ] } ], "_pkglogo": "https://github.com/tidymodels/spatialsample/raw/HEAD/man/figures/logo.png", "_readme": "https://github.com/tidymodels/spatialsample/raw/HEAD/README.md", "_rundeps": [ "class", "classInt", "cli", "codetools", "cpp11", "DBI", "digest", "dplyr", "e1071", "farver", "furrr", "future", "generics", "ggplot2", "globals", "glue", "gtable", "isoband", "KernSmooth", "labeling", "lifecycle", "listenv", "magrittr", "MASS", "parallelly", "pillar", "pkgconfig", "proxy", "purrr", "R6", "RColorBrewer", "Rcpp", "rlang", "rsample", "s2", "S7", "scales", "sf", "slider", "stringi", "stringr", "tibble", "tidyr", "tidyselect", "units", "utf8", "vctrs", "viridisLite", "warp", "withr", "wk" ], "_sysdeps": [ { "shlib": "libstdc++", "package": "libstdc++6", "source": "gcc", "version": "14.2.0-4ubuntu2~24.04.1", "name": "c++", "homepage": "http://gcc.gnu.org/", "description": "GNU Standard C++ Library v3" } ], "_vignettes": [ { "source": "spatialsample.Rmd", "filename": "spatialsample.html", "title": "Using spatial resamples for analysis", "engine": "knitr::rmarkdown", "headings": [], "created": "2021-01-20 04:08:39", "modified": "2023-03-14 02:21:21", "commits": 8 } ], "_score": 9.515555405029053, "_indexed": true, "_nocasepkg": "spatialsample", "_universes": [ "tidymodels", "mikemahoney218" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.6.0.9000", "date": "2026-06-21T09:40:05.000Z", "distro": "noble", "arch": "aarch64", "commit": "9a44b7c2735d7d5be31b79d29c3d34eafa88ba08", "fileid": "93ee9cf82e4a75af7c5bd8c73b6308ec60d1af426b69c6f88027159193b7fc3b", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/27900179669" }, { "r": "4.7.0", "os": "linux", "version": "0.6.0.9000", "date": "2026-06-21T09:39:53.000Z", "distro": "noble", "arch": "x86_64", "commit": "9a44b7c2735d7d5be31b79d29c3d34eafa88ba08", "fileid": "87e30e61817741b03ea9725c04354434fe7c0159c763c160f400c94bda94d98d", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/27900179669" }, { "r": "4.6.0", "os": "linux", "version": "0.6.0.9000", "date": "2026-06-21T09:40:02.000Z", "distro": "noble", "arch": "aarch64", "commit": "9a44b7c2735d7d5be31b79d29c3d34eafa88ba08", "fileid": "752e705a71aac309f729fba25a979398cfabdb9748b4f185b13acd50d2cff89b", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/27900179669" }, { "r": "4.6.0", "os": "linux", "version": "0.6.0.9000", "date": "2026-06-21T09:40:24.000Z", "distro": "noble", "arch": "x86_64", "commit": "9a44b7c2735d7d5be31b79d29c3d34eafa88ba08", "fileid": "f7491b37fd7449da73745573dc3c025d1c9273f15d433ed2fa2362325134cbb1", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/27900179669" }, { "r": "4.5.3", "os": "mac", "version": "0.6.0.9000", "date": "2026-06-21T09:39:03.000Z", "arch": "aarch64", "commit": "9a44b7c2735d7d5be31b79d29c3d34eafa88ba08", "fileid": "06b66204bc8b12c026f49388e4a188136f4fd6a324ce51846c23470406804949", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/27900179669" }, { "r": "4.5.3", "os": "mac", "version": "0.6.0.9000", "date": "2026-06-21T09:40:49.000Z", "arch": "x86_64", "commit": "9a44b7c2735d7d5be31b79d29c3d34eafa88ba08", "fileid": "9f0ac05a473b923321e740f6b1eb94d5436cc20ab1ab6308a2fd3b41df7a4820", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/27900179669" }, { "r": "4.6.0", "os": "mac", "version": "0.6.0.9000", "date": "2026-06-21T09:39:00.000Z", "arch": "aarch64", "commit": "9a44b7c2735d7d5be31b79d29c3d34eafa88ba08", "fileid": "de37536b1a27ce708547220809419edafb061c21eab26660a85eec02cd75b77f", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/27900179669" }, { "r": "4.6.0", "os": "mac", "version": "0.6.0.9000", "date": "2026-06-21T09:40:09.000Z", "arch": "x86_64", "commit": "9a44b7c2735d7d5be31b79d29c3d34eafa88ba08", "fileid": "fe9da8c9353c0f0c0eee4846f7b6446a66b83661886243b224f8e550a9661090", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/27900179669" }, { "r": "4.6.0", "os": "wasm", "version": "0.6.0.9000", "date": "2026-06-21T09:39:47.000Z", "arch": "emscripten", "commit": "9a44b7c2735d7d5be31b79d29c3d34eafa88ba08", "fileid": "a0e6e93651f28b92f1aae186a016307c76060c5899c60abecc5154a1d9ca9917", "status": "success", "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/27900179669" }, { "r": "4.7.0", "os": "win", "version": "0.6.0.9000", "date": "2026-06-21T09:38:49.000Z", "arch": "x86_64", "commit": "9a44b7c2735d7d5be31b79d29c3d34eafa88ba08", "fileid": "0a4fbef2fdbff706a8fef4fcb789c8710ebe3c3823237e21781830ccb553d956", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/27900179669" }, { "r": "4.5.3", "os": "win", "version": "0.6.0.9000", "date": "2026-06-21T09:38:45.000Z", "arch": "x86_64", "commit": "9a44b7c2735d7d5be31b79d29c3d34eafa88ba08", "fileid": "908ad93f2e048e33c8be7bbad9547eb3e920e7055c7a2985fa02cb77a3d51a3f", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/27900179669" }, { "r": "4.6.0", "os": "win", "version": "0.6.0.9000", "date": "2026-06-21T09:38:48.000Z", "arch": "x86_64", "commit": "9a44b7c2735d7d5be31b79d29c3d34eafa88ba08", "fileid": "ede29cfcd51d8bd98ca6e3dd0a3a85b1926fcce4d3f0d7916460e31058a61813", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/27900179669" } ] }