CRAN/E | tidysdm

tidysdm

Species Distribution Models with Tidymodels

Installation

About

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, as well as a number of specialised functions to process presences and pseudoabsences 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.

github.com/EvolEcolGroup/tidysdm
evolecolgroup.github.io/tidysdm/
Bug report File report

Key Metrics

Version 0.9.4
R ≥ 3.50
Published 2024-03-05 53 days ago
Needs compilation? no
License AGPL (≥ 3)
CRAN checks tidysdm results
Language en-GB

Downloads

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Maintainer

Maintainer

Andrea Manica

am315@cam.ac.uk

Authors

Michela Leonardi

aut

Margherita Colucci

aut

Andrea Manica

aut / cre

Material

README
NEWS
Reference manual
Package source

Vignettes

tidysdm overview
Application with palaeodata
Examples of additional tidymodels features
Troubleshooting models that fail

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

tidysdm archive

Depends

tidymodels
spatialsample
R ≥ 3.50

Imports

dials
DALEX
DALEXtra
dplyr
ggplot2
lubridate
magrittr
maxnet
parsnip
patchwork
recipes
rsample
rlang ≥ 1.0.0
stats
sf
terra
tibble
tune
workflows
workflowsets
yardstick

Suggests

blockCV
data.table
doParallel
earth
kernlab
knitr
overlapping
pastclim ≥ 2.0.0
ranger
rmarkdown
spelling
stacks
testthat ≥ 3.0.0
tidyterra
xgboost
V8