enmSDM R package - Tools for Modeling Niches and Distributions of Species

A set of functions for preparing data, training and evaluating dismo models, and

comparing ecological niches. It complements to dismo. The package includes functions for implementing species distribution models (SDMs) and ecological niche models (ENMs). The heart of the package is a set of "training" functions which automatically tune and parameterize a model based on several popular algorithms (e.g., MaxEnt, GLMs, BRTs, GAMs, etc.). Ancillary tools include estimation of spatial sampling bias, model evaluation, and calculation of biotic velocity (speed and direction at which a species' range moves through time).

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Date ( Publication )
2023-01-02
Status
Completed
Version
0.9.4
Keywords
SDM
Keywords
species distribution modelling
Keywords
ENMs
Keywords
ecological niche models
Keywords
R
Access constraints
License
Use limitation
https://cran.r-project.org/web/licenses/GPL-3
Author
  Missouri Botanical Garden, USA - Adam B. Smith
Creator
  - Ahmed El-Gabbas
 
OnLine resource
Development site ( WWW:LINK-1.0-http--link )
Required Services
R (≥ 4.1)
Topic Category
Species distribution
Service Category
data collection and preparation
Service Category
model preparation
Service Category
model evaluation
Service Category
model comparison
Service Language
eng
Service TRL
TRL 9 – Actual system proven in operational environment
 

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