Package: spatialsample 0.6.0.9000
Michael Mahoney
spatialsample: Spatial Resampling Infrastructure
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.
Authors:
spatialsample_0.6.0.9000.tar.gz
spatialsample_0.6.0.9000.zip(r-4.5)spatialsample_0.6.0.9000.zip(r-4.4)spatialsample_0.6.0.9000.zip(r-4.3)
spatialsample_0.6.0.9000.tgz(r-4.4-x86_64)spatialsample_0.6.0.9000.tgz(r-4.4-arm64)spatialsample_0.6.0.9000.tgz(r-4.3-x86_64)spatialsample_0.6.0.9000.tgz(r-4.3-arm64)
spatialsample_0.6.0.9000.tar.gz(r-4.5-noble)spatialsample_0.6.0.9000.tar.gz(r-4.4-noble)
spatialsample_0.6.0.9000.tgz(r-4.4-emscripten)spatialsample_0.6.0.9000.tgz(r-4.3-emscripten)
spatialsample.pdf |spatialsample.html✨
spatialsample/json (API)
NEWS
| # Install 'spatialsample' in R: |
| install.packages('spatialsample', repos = c('https://tidymodels.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/tidymodels/spatialsample/issues
Pkgdown:https://spatialsample.tidymodels.org
- boston_canopy - Boston tree canopy and heat index data.
Last updated 3 months agofrom:ded16914d8. Checks:OK: 6 WARNING: 3. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Dec 01 2024 |
| R-4.5-win-x86_64 | OK | Dec 01 2024 |
| R-4.5-linux-x86_64 | OK | Dec 01 2024 |
| R-4.4-win-x86_64 | OK | Dec 01 2024 |
| R-4.4-mac-x86_64 | OK | Dec 01 2024 |
| R-4.4-mac-aarch64 | OK | Dec 01 2024 |
| R-4.3-win-x86_64 | WARNING | Dec 01 2024 |
| R-4.3-mac-x86_64 | WARNING | Dec 01 2024 |
| R-4.3-mac-aarch64 | WARNING | Dec 01 2024 |
Exports:analysisassessmentautoplotget_rsplitspatial_block_cvspatial_buffer_vfold_cvspatial_clustering_cvspatial_leave_location_out_cvspatial_nndm_cv
Dependencies:classclassIntclicodetoolscolorspacecpp11DBIdigestdplyre1071fansifarverfurrrfuturegenericsggplot2globalsgluegtableisobandKernSmoothlabelinglatticelifecyclelistenvmagrittrMASSMatrixmgcvmunsellnlmeparallellypillarpkgconfigproxypurrrR6RColorBrewerRcpprlangrsamples2scalessfsliderstringistringrtibbletidyrtidyselectunitsutf8vctrsviridisLitewarpwithrwk
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Create a ggplot for spatial resamples. | autoplot.spatial_block_cv autoplot.spatial_rset |
| Boston tree canopy and heat index data. | boston_canopy |
| Spatial block cross-validation | spatial_block_cv |
| V-Fold Cross-Validation with Buffering | spatial_buffer_vfold_cv spatial_leave_location_out_cv |
| Spatial Clustering Cross-Validation | spatial_clustering_cv |
| Nearest neighbor distance matching (NNDM) cross-validation | spatial_nndm_cv |
