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).

Default

Date ( Publication)
2023-01-02
Status
Completed
Author
  Missouri Botanical Garden, USA - Adam B. Smith

Creator
  - Ahmed El-Gabbas

Keywords

modelling
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

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 Category

data processing
Service Category

modelling
Service Language
eng
Service TRL
TRL 9 – Actual system proven in operational environment

Metadata

File identifier
4065ee67-2c4e-4a1c-8254-812bb1fcb98f XML
Metadata language
en
Hierarchy level
Service
Metadata Schema Version

0.9.4
 
 

Overviews

overview
modelling.jpg

Spatial extent

Keywords



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