tidysdm: Species Distribution Models with Tidymodels
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:
1.0.3
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年09月05日
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>
NeedsCompilation:
no
Language:
en-GB
Documentation:
Downloads:
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