usdm R package - Uncertainty Analysis for Species Distribution Models

The package analyses species distribution models and evaluates their performance. It includes functions for variation partitioning, extracting variable importance, computing several metrics of model discrimination and calibration performance, optimizing prediction thresholds based on a number of criteria, performing multivariate environmental similarity surface (MESS) analysis, and displaying various analytical plots.

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Date ( Publication ): 2023-09-29

Status: Completed

Version: 2.1.7

Keywords: SDM

Keywords: species distribution modelling

Keywords: model calibration

Keywords: MESS analysis

Keywords: R

Access constraints: License

Use limitation: https://cran.r-project.org/web/licenses/GPL-3

Author

- Babak Naimi

OnLine resource: CRAN link ( WWW:LINK-1.0-http--link )

Topic Category: Species distribution

Service Category: model evaluation

Service Category: model validation

Service Language: eng

Service TRL: TRL 9 – Actual system proven in operational environment

Service User Manual: https://cran.r-project.org/web/packages/usdm/usdm.pdf

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