caretSDM: Build Species Distribution Modeling using 'caret'

Use machine learning algorithms and advanced geographic information system tools to build Species Distribution Modeling in a extensible and modern fashion.

Version: 1.5
Depends: R (≥ 4.2.0)
Imports: blockCV, caret, checkCLI, checkmate, cli, CoordinateCleaner, data.table, dismo, dplyr, ecospat, fs, furrr, future, ggplot2, ggspatial, glue, gtools, httr2, lwgeom, mapview, maxnet, methods, parallelly, pdp, pROC, progressr, purrr, raster, rgbif, Rtsne, sf, stars, stats, stringdist, stringr, terra, tidyr, usdm, utils
Suggests: bench, biomod2, cito, covr, e1071, earth, gam, here, kknn, knitr, mda, naivebayes, nnet, R.utils, randomForest, rmarkdown, roxyglobals, sdm, tibble, withr, xgboost, testthat (≥ 3.0.0)
Published: 2026-03-10
DOI: 10.32614/CRAN.package.caretSDM
Author: Luíz Fernando Esser ORCID iD [aut, cre, cph], Reginaldo Ré ORCID iD [aut], Marcos R. Lima ORCID iD [aut], Edivando Couto ORCID iD [aut], José Hilário Delconte Ferreira ORCID iD [aut], Valéria Batista ORCID iD [aut], Dayani Bailly ORCID iD [aut]
Maintainer: Luíz Fernando Esser <luizesser at gmail.com>
BugReports: https://github.com/luizesser/caretSDM/issues
License: MIT + file LICENSE
URL: https://luizesser.github.io/caretSDM/
NeedsCompilation: no
Materials: README, NEWS
CRAN checks: caretSDM results

Documentation:

Reference manual: caretSDM.html , caretSDM.pdf

Downloads:

Package source: caretSDM_1.5.tar.gz
Windows binaries: r-devel: caretSDM_1.2.5.zip, r-release: caretSDM_1.2.5.zip, r-oldrel: caretSDM_1.2.5.zip
macOS binaries: r-release (arm64): caretSDM_1.5.tgz, r-oldrel (arm64): caretSDM_1.5.tgz, r-release (x86_64): caretSDM_1.5.tgz, r-oldrel (x86_64): caretSDM_1.5.tgz
Old sources: caretSDM archive

Linking:

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