SSDM: Stacked Species Distribution Modelling

Allows to map species richness and endemism based on stacked species distribution models (SSDM). Individuals SDMs can be created using a single or multiple algorithms (ensemble SDMs). For each species, an SDM can yield a habitat suitability map, a binary map, a between-algorithm variance map, and can assess variable importance, algorithm accuracy, and between- algorithm correlation. Methods to stack individual SDMs include summing individual probabilities and thresholding then summing. Thresholding can be based on a specific evaluation metric or by drawing repeatedly from a Bernoulli distribution. The SSDM package also provides a user-friendly interface.

Package details

AuthorSylvain Schmitt, Robin Pouteau, Dimitri Justeau, Florian de Boissieu, Lukas Baumbach, Philippe Birnbaum
MaintainerSylvain Schmitt <sylvain.m.schmitt@gmail.com>
LicenseGPL (>= 3) | file LICENSE
Version0.2.9
URL https://github.com/sylvainschmitt/SSDM
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("SSDM")

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SSDM documentation built on Oct. 24, 2023, 5:08 p.m.