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DESCRIPTION
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DESCRIPTION
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Package: tidysdm
Title: Species Distribution Models with Tidymodels
Version: 0.9.5
Authors@R: c(
person("Michela", "Leonardi", role = "aut"),
person("Margherita", "Colucci", role = "aut"),
person("Andrea Vittorio", "Pozzi", role = "aut"),
person("Eleanor M.L.","Scerri", role = "aut"),
person("Andrea", "Manica", email = "[email protected]", role = c("aut", "cre")))
Description: 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>.
License: AGPL (>= 3)
Encoding: UTF-8
Language: en-GB
URL: https://github.com/EvolEcolGroup/tidysdm,
https://evolecolgroup.github.io/tidysdm/
BugReports: https://github.com/EvolEcolGroup/tidysdm/issues
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.2
Depends:
tidymodels,
spatialsample,
R (>= 3.50)
Imports:
dials,
DALEX,
DALEXtra,
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,
doParallel,
earth,
kernlab,
knitr,
overlapping,
pastclim (>= 2.0.0),
ranger,
rgbif,
rmarkdown,
spelling,
stacks,
testthat (>= 3.0.0),
tidyterra,
vdiffr,
xgboost
VignetteBuilder: knitr
Config/testthat/edition: 3
LazyData: true