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>.
| Version: | 1.0.4 |
| 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 |
| Published: | 2025-12-13 |
| 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 |
| Reference manual: | tidysdm.html ,tidysdm.pdf |
| Vignettes: | Application with palaeodata (source,R code) Examples of additional tidymodels features (source,R code) Troubleshooting models that fail (source,R code) tidysdm (source,R code) |
| Package source: | tidysdm_1.0.4.tar.gz |
| Windows binaries: | r-devel:tidysdm_1.0.3.zip, r-release:tidysdm_1.0.3.zip, r-oldrel:tidysdm_1.0.3.zip |
| macOS binaries: | r-release (arm64):tidysdm_1.0.4.tgz, r-oldrel (arm64):tidysdm_1.0.4.tgz, r-release (x86_64):tidysdm_1.0.4.tgz, r-oldrel (x86_64):tidysdm_1.0.4.tgz |
| Old sources: | tidysdm archive |
Please use the canonical formhttps://CRAN.R-project.org/package=tidysdmto link to this page.