Functions and classes for spatial resampling to use with the 'rsample' package, such as spatial cross-validation (Brenning, 2012) <doi:10.1109/IGARSS.2012.6352393>. The scope of 'rsample' and 'spatialsample' is to provide the basic building blocks for creating and analyzing resamples of a spatial data set, but neither package includes functions for modeling or computing statistics. The resampled spatial data sets created by 'spatialsample' do not contain much overhead in memory.
Version: | 0.6.0 |
Depends: | R (≥ 3.6) |
Imports: | dplyr (≥ 1.0.0), ggplot2, glue, purrr, rlang (≥ 1.0.0), rsample (≥ 1.1.1), sf (≥ 1.0-9), stats, tibble, tidyselect, units, vctrs (≥ 0.3.6) |
LinkingTo: | cpp11 |
Suggests: | covr, gifski, knitr, lwgeom, modeldata, rmarkdown, testthat (≥ 3.0.0), tidyr, vdiffr, whisker, withr, yardstick |
Published: | 2024-10-02 |
DOI: | 10.32614/CRAN.package.spatialsample |
Author: | Michael Mahoney [aut, cre], Julia Silge [aut], Posit Software, PBC [cph, fnd] |
Maintainer: | Michael Mahoney <mike.mahoney.218 at gmail.com> |
BugReports: | https://github.com/tidymodels/spatialsample/issues |
License: | MIT + file LICENSE |
URL: | https://github.com/tidymodels/spatialsample, https://spatialsample.tidymodels.org |
NeedsCompilation: | yes |
Citation: | spatialsample citation info |
Materials: | README NEWS |
In views: | Spatial |
CRAN checks: | spatialsample results |
Reference manual: | spatialsample.pdf |
Vignettes: |
Using spatial resamples for analysis (source, R code) |
Package source: | spatialsample_0.6.0.tar.gz |
Windows binaries: | r-devel: spatialsample_0.6.0.zip, r-release: spatialsample_0.6.0.zip, r-oldrel: spatialsample_0.6.0.zip |
macOS binaries: | r-release (arm64): spatialsample_0.6.0.tgz, r-oldrel (arm64): spatialsample_0.6.0.tgz, r-release (x86_64): spatialsample_0.6.0.tgz, r-oldrel (x86_64): spatialsample_0.6.0.tgz |
Old sources: | spatialsample archive |
Reverse depends: | tidysdm |
Reverse suggests: | waywiser |
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