tidysdm

tidysdm-package

<img src="figures/logo.png?package=tidysdm&version=1.0.0" style="float: right" alt="logo" width="120">
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) tools:::Rd_expr_doi("10.1101/2023.07.24.550358").

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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>.

Andrea Manica

Species Distribution Models with Tidymodels

Michela Leonardi

Margherita Colucci

Andrea Vittorio Pozzi

Eleanor M.L. Scerri

Ben Tupper

tidysdm-package function

Maintainer: Andrea Manica <a href="/link/am315%40cam.ac.uk?package=tidysdm&version=1.0.0" data-mini-rdoc="tidysdm::am315@cam.ac.uk">am315@cam.ac.uk</a>
Authors:<ul>
<li>Michela Leonardi</li>
<li>Margherita Colucci</li>
<li>Andrea Vittorio Pozzi</li>
<li>Eleanor M.L. Scerri</li>
</ul>Other contributors:<ul>
<li>Ben Tupper [contributor]</li>
</ul>

Author

<img src='figures/logo.png' style='float: right' alt='logo' width='120' />
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) tools:::Rd_expr_doi("10.1101/2023.07.24.550358").

tidysdm: Species Distribution Models with Tidymodels — tidysdm-package

Maintainer: Andrea Manica <a href='mailto:am315@cam.ac.uk'>am315@cam.ac.uk</a>
Authors:<ul>
<li>Michela Leonardi</li>
<li>Margherita Colucci</li>
<li>Andrea Vittorio Pozzi</li>
<li>Eleanor M.L. Scerri</li>
</ul>

Other contributors:<ul>
<li>Ben Tupper [contributor]</li>
</ul>

tidysdm-package: tidysdm: Species Distribution Models with Tidymodels

Description

Arguments

Author

See Also