Published August 1, 2024 | Version v0.9.5
Software Open

EvolEcolGroup/tidysdm: v0.9.5

  • 1. ROR icon University of Cambridge
  • 2. ROR icon Natural History Museum
  • 3. ROR icon Max Planck Institute of Geoanthropology

Description

The goal of tidysdm is to implement Species Distribution Models using the tidymodels framework. The advantage of tidymodels is that the model syntax and the results returned to the user are standardised, thus providing a coherent interface to modelling. Given the variety of models required for SDM, tidymodels is an ideal framework. tidysdm provides a number of wrappers and specialised functions to facilitate the fitting of SDM with tidymodels.

Besides modelling contemporary species, tidysdm has a number of functions specifically designed to work with palaeontological data.

Whilst users are free to use their own environmental data, the articles showcase the potential integration with pastclim, which helps downloading and manipulating present day data, future predictions, and palaeoclimate reconstructions.

Files

EvolEcolGroup/tidysdm-v0.9.5.zip

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Additional details

Related works

Funding

Leverhulme Research Grant RPG-2020-317
Leverhulme Trust

Software

Programming language
R