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 |
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Author | Sylvain Schmitt [aut, cre], Robin Pouteau [aut], Dimitri Justeau [aut], Florian de Boissieu [aut], Lukas Baumbach [aut], Philippe Birnbaum [aut] |
Maintainer | Sylvain Schmitt <sylvain.m.schmitt@gmail.com> |
License | GPL (>= 3) | file LICENSE |
Version | 0.2.10 |
URL | https://github.com/sylvainschmitt/SSDM |
Package repository | View on CRAN |
Installation |
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