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

Date ( Publication)
2023-09-29
Status
Completed
Author
  - Babak Naimi

Keywords

modelling
Keywords

biogeography
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 Category

modelling
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

Metadata

File identifier
47d39881-b098-4a96-bee9-2525467d85c4 XML
Metadata language
en
Hierarchy level
Service
Metadata Schema Version

2.1.7
 
 

Overviews

overview
sdmpredictors.jpg

Spatial extent

Keywords



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