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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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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
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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