Species Distribution Models with Tidymodels R package tidysdm version 1.0.4 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. (2024) <doi:10.1111/2041-210X.14406>. Software Depends: tidymodels, spatialsample, R (>= 3.5.0) Imports: DALEX, dials, dplyr, ggplot2, lubridate, maxnet, methods, parsnip, patchwork, recipes, rsample, rlang (>= 1.0.0), stats, stars, sf, terra, tibble, tune, xgboost, workflows, workflowsets, yardstick Suggests: blockCV, data.table, DALEXtra, doParallel, earth, kernlab, knitr, mgcv, overlapping, pastclim (>= 2.0.0), ranger, rgbif, rmarkdown, spelling, stacks, testthat (>= 3.0.0), tidyterra, vdiffr, ggpattern, RhpcBLASctl Andrea Manica <am315@cam.ac.uk> Comprehensive R Archive Network (CRAN) Michela Leonardi [aut], Margherita Colucci [aut], Andrea Vittorio Pozzi [aut], Eleanor M.L. Scerri [aut], Ben Tupper [ctb], Andrea Manica [aut, cre] AGPL (>= 3) 2025-12-13 application/tgz https://CRAN.R-project.org/package=tidysdm doi:10.32614/CRAN.package.tidysdm en-GB