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.
Default
Identification
- 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
- 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