{ "_id": "6ac222c8773a0037682c2841", "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": "2026-07-06 16:51:44 UTC", "RemoteUrl": "https://github.com/tidymodels/spatialsample", "RemoteRef": "HEAD", "RemoteSha": "15c42129bae66f0f63591c735bd107238f2e904d", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-10-04 09:46:25 UTC", "User": "root" }, "Author": "Michael Mahoney [aut, cre] (ORCID:\n),\nJulia Silge [aut] (ORCID: ),\nPosit Software, PBC [cph, fnd]", "Maintainer": "Michael Mahoney ", "_user": "tidymodels", "_type": "src", "_file": "spatialsample_0.6.0.9000.tar.gz", "_fileid": "https://r2.ropensci.org/d0027ab4733d1aaf1d2f15399dfb9765c53a72ebb0488dcef7f39d5863f2314c", "_filesize": 5666154, "_sha256": "d0027ab4733d1aaf1d2f15399dfb9765c53a72ebb0488dcef7f39d5863f2314c", "_expires": "2027-01-12T09:56:22.000Z", "_created": "2026-10-04T09:46:25.000Z", "_published": "2026-10-04T09:56:24.511Z", "_jobs": [ { "job": 111409725746, "time": 296, "config": "linux-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "11300141563" }, { "job": 111409725751, "time": 316, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11300380730" }, { "job": 111409725775, "time": 298, "config": "linux-release-arm64", "r": "4.6.1", "check": "WARNING", "artifact": "11300012043" }, { "job": 111409725732, "time": 320, "config": "linux-release-x86_64", "r": "4.6.1", "check": "WARNING", "artifact": "11299987150" }, { "job": 111409725729, "time": 218, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "WARNING", "artifact": "11299239118" }, { "job": 111409725727, "time": 534, "config": "macos-oldrel-x86_64", "r": "4.5.3", "check": "WARNING", "artifact": "11299129691" }, { "job": 111409725766, "time": 207, "config": "macos-release-arm64", "r": "4.6.1", "check": "WARNING", "artifact": "11299981925" }, { "job": 111409725762, "time": 528, "config": "macos-release-x86_64", "r": "4.6.1", "check": "WARNING", "artifact": "11300162026" }, { "job": 111409003479, "time": 269, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "11299578147" }, { "job": 111409725692, "time": 140, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "11300171413" }, { "job": 111409725763, "time": 335, "config": "windows-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "11300146707" }, { "job": 111409725735, "time": 331, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11299992219" }, { "job": 111409725788, "time": 294, "config": "windows-oldrel-x86_64", "r": "4.5.3", "check": "WARNING", "artifact": "11299977032" }, { "job": 111409725756, "time": 392, "config": "windows-release-arm64", "r": "4.6.1", "check": "WARNING", "artifact": "11299867478" }, { "job": 111409725800, "time": 299, "config": "windows-release-x86_64", "r": "4.6.1", "check": "WARNING", "artifact": "11299712982" } ], "_host": "GitHub-Actions", "_buildurl": "https://github.com/r-universe/tidymodels/actions/runs/37192980323", "_status": "success", "_upstream": "https://github.com/tidymodels/spatialsample", "_commit": { "id": "15c42129bae66f0f63591c735bd107238f2e904d", "author": "Jeroen Janssens ", "committer": "GitHub ", "message": "Include supported-by-posit script (#169)\n\nCo-authored-by: Hannah Frick ", "time": 1783356704 }, "_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 }, "_distro": "resolute", "_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": 5, "_updates": [ { "week": "2025-47", "n": 1 }, { "week": "2025-49", "n": 3 }, { "week": "2026-28", "n": 2 } ], "_tags": [], "_stars": 80, "_contributors": [ { "user": "mikemahoney218", "count": 100, "uuid": 38229299 }, { "user": "juliasilge", "count": 48, "uuid": 12505835 }, { "user": "davisvaughan", "count": 6, "uuid": 19150088 }, { "user": "hfrick", "count": 5, "uuid": 12950918 }, { "user": "jeroenjanssens", "count": 1, "uuid": 1368256 } ], "_userbio": { "uuid": 29100987, "type": "organization", "name": "tidymodels", "followers": 575 }, "_downloads": { "count": 2047, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/spatialsample" }, "_devurl": "https://github.com/tidymodels/spatialsample", "_pkgdown": "https://spatialsample.tidymodels.org", "_searchresults": 312, "_topics": [ "cpp" ], "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/manual.pdf", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "extra/spatialsample.html", "LICENSE" ], "_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", "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": "16-20260322-1ubuntu1", "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": 9.662604933112219, "_indexed": true, "_nocasepkg": "spatialsample", "_universes": [ "tidymodels", "mikemahoney218" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.6.0.9000", "date": "2026-10-04T09:48:51.000Z", "distro": "resolute", "arch": "aarch64", "commit": "15c42129bae66f0f63591c735bd107238f2e904d", "fileid": "https://r2.ropensci.org/1cc90753fb1363adcf552e790947bdda53535dcb5b546931e9993fa5e9dfe023", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/37192980323" }, { "r": "4.7.0", "os": "linux", "version": "0.6.0.9000", "date": "2026-10-04T09:48:59.000Z", "distro": "resolute", "arch": "x86_64", "commit": "15c42129bae66f0f63591c735bd107238f2e904d", "fileid": "https://r2.ropensci.org/96020dd290515feafd528382608c6b3efd33274f07ba65e53dcb3477e84073b7", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/37192980323" }, { "r": "4.6.1", "os": "linux", "version": "0.6.0.9000", "date": "2026-10-04T09:48:51.000Z", "distro": "resolute", "arch": "aarch64", "commit": "15c42129bae66f0f63591c735bd107238f2e904d", "fileid": "https://r2.ropensci.org/f12ee53bae856ac8f92ba1f2c4392eec93bedde29827bd53fbcca772f24e75f8", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/37192980323" }, { "r": "4.6.1", "os": "linux", "version": "0.6.0.9000", "date": "2026-10-04T09:49:02.000Z", "distro": "resolute", "arch": "x86_64", "commit": "15c42129bae66f0f63591c735bd107238f2e904d", "fileid": "https://r2.ropensci.org/a8da08e16c6dcff1014451724a5e2eea0828085d8a2dc8c5110835500d7ca727", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/37192980323" }, { "r": "4.5.3", "os": "mac", "version": "0.6.0.9000", "date": "2026-10-04T09:48:36.000Z", "arch": "aarch64", "commit": "15c42129bae66f0f63591c735bd107238f2e904d", "fileid": "https://r2.ropensci.org/800be1654ba4a3d6d1a1f24f47c913e7c3fbeca412a94777aec315ba112cc9a4", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/37192980323" }, { "r": "4.5.3", "os": "mac", "version": "0.6.0.9000", "date": "2026-10-04T09:50:24.000Z", "arch": "x86_64", "commit": "15c42129bae66f0f63591c735bd107238f2e904d", "fileid": "https://r2.ropensci.org/39dfb0de57c58a1db30fc80a8e9ec3f430213f31a5dbda24e948d1170ef9f32e", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/37192980323" }, { "r": "4.6.1", "os": "mac", "version": "0.6.0.9000", "date": "2026-10-04T09:48:21.000Z", "arch": "aarch64", "commit": "15c42129bae66f0f63591c735bd107238f2e904d", "fileid": "https://r2.ropensci.org/7154036f57b7fcf2194bde6adf98664db6ab4b2883552bc47ad17a2ecb699224", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/37192980323" }, { "r": "4.6.1", "os": "mac", "version": "0.6.0.9000", "date": "2026-10-04T09:50:14.000Z", "arch": "x86_64", "commit": "15c42129bae66f0f63591c735bd107238f2e904d", "fileid": "https://r2.ropensci.org/15dc8c76b5d75bc82859b6036611c0b3e5b76ea8d892619edf09422f5bb8e6f2", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/37192980323" }, { "r": "4.6.0", "os": "wasm", "version": "0.6.0.9000", "date": "2026-10-04T09:49:18.000Z", "arch": "emscripten", "commit": "15c42129bae66f0f63591c735bd107238f2e904d", "fileid": "https://r2.ropensci.org/8aeb6e61f39afe6ad31d4b4182c497e407655df33588cd1f62cb1034c92daf7a", "status": "success", "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/37192980323" }, { "r": "4.7.0", "os": "win", "version": "0.6.0.9000", "date": "2026-10-04T09:49:30.000Z", "arch": "aarch64", "commit": "15c42129bae66f0f63591c735bd107238f2e904d", "fileid": "https://r2.ropensci.org/143527080d7aaec03f781e18639fea6d25798557fe44de534b8324903005f78a", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/37192980323" }, { "r": "4.7.0", "os": "win", "version": "0.6.0.9000", "date": "2026-10-04T09:48:00.000Z", "arch": "x86_64", "commit": "15c42129bae66f0f63591c735bd107238f2e904d", "fileid": "https://r2.ropensci.org/95ec406c0ae075ae2eace49fc50b560b21b9d5b18293a14577c0b003c6c19550", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/37192980323" }, { "r": "4.5.3", "os": "win", "version": "0.6.0.9000", "date": "2026-10-04T09:47:58.000Z", "arch": "x86_64", "commit": "15c42129bae66f0f63591c735bd107238f2e904d", "fileid": "https://r2.ropensci.org/a57d561e4e957c5c86f19331ed841f51406f746b0b16b69c036bd914325f0e84", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/37192980323" }, { "r": "4.6.1", "os": "win", "version": "0.6.0.9000", "date": "2026-10-04T09:50:20.000Z", "arch": "aarch64", "commit": "15c42129bae66f0f63591c735bd107238f2e904d", "fileid": "https://r2.ropensci.org/4728f0f7e6d4c508c927a5a065d7bcccf30fd93b7493945eae7b75ffc784d05b", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/37192980323" }, { "r": "4.6.1", "os": "win", "version": "0.6.0.9000", "date": "2026-10-04T09:48:42.000Z", "arch": "x86_64", "commit": "15c42129bae66f0f63591c735bd107238f2e904d", "fileid": "https://r2.ropensci.org/61b49305a3df0c0928fb730b3bd52f2e101e31d2f0ed697142ce2a0cdfd846d4", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/tidymodels/actions/runs/37192980323" } ] }