Fit species distribution models (SDMs) using the 'tidymodels' framework, which provides a standardised interface to define models and process their outputs. 'tidysdm' expands 'tidymodels' by providing methods for spatial objects, models and metrics specific to SDMs, as well as a number of specialised functions to process occurrences for contemporary and palaeo datasets. The full functionalities of the package are described in Leonardi et al. (2023) <doi:10.1101/2023.07.24.550358>.
Version: 1.0.0 Depends: tidymodels, spatialsample, R (≥ 3.5.0) Imports: DALEX, dials, dplyr, ggplot2, lubridate, magrittr, maxnet, methods, parsnip, patchwork, recipes, rsample, rlang (≥ 1.0.0), stats, stars, sf, terra, tibble, tune, workflows, workflowsets, yardstick Suggests: blockCV, data.table, DALEXtra, doParallel, earth, kernlab, knitr, overlapping, pastclim (≥ 2.0.0), ranger, rgbif, rmarkdown, spelling, stacks, testthat (≥ 3.0.0), tidyterra, vdiffr, xgboost, ggpattern, RhpcBLASctl Published: 2025-03-05 DOI: 10.32614/CRAN.package.tidysdm Author: Michela Leonardi [aut], Margherita Colucci [aut], Andrea Vittorio Pozzi [aut], Eleanor M.L. Scerri [aut], Ben Tupper [ctb], Andrea Manica [aut, cre] Maintainer: Andrea Manica <am315 at cam.ac.uk> BugReports: https://github.com/EvolEcolGroup/tidysdm/issues License: AGPL (≥ 3) URL: https://github.com/EvolEcolGroup/tidysdm, https://evolecolgroup.github.io/tidysdm/ NeedsCompilation: no Language: en-GB Materials: README, NEWS CRAN checks: tidysdm results [issues need fixing before 2025-08-25] Documentation: Downloads: Linking:Please use the canonical form https://CRAN.R-project.org/package=tidysdm to link to this page.
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