SDMtune R package - Species Distribution Model Selection

A user-friendly framework that enables the training and the evaluation of species distribution models (SDMs). The package implements functions for data driven variable selection and model tuning and includes numerous utilities to display the results. All the functions used to select variables or to tune model hyperparameters have an interactive real-time chart displayed in the 'RStudio' viewer pane during their execution.

Default

Date ( Publication)
2023-07-03
Status
Completed
Author
  Conservation Biology - University of Bern - Sergio Vignali

Creator
  - Arnaud Barras

Creator
  - Veronika Braunisch

Keywords

modelling
Keywords

biogeography
Keywords

SDM
Keywords

species distribution modelling
Keywords

data driven variable selection
Keywords

model tuning
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

 )
Required Services

R (≥ 4.1.0)
Topic Category
Species distribution
Service Category

data processing
Service Category

modelling
Service Category

data collection and preparation
Service Category

model computation
Service Language
eng
Service TRL
TRL 9 – Actual system proven in operational environment
Service User Manual

https://cran.r-project.org/web/packages/SDMtune/SDMtune.pdf

Metadata

File identifier
541325d9-2944-4d91-93b9-d9d3096dc508 XML
Metadata language
en
Hierarchy level
Service
Metadata Schema Version

1.3.1
 
 

Overviews

overview
sdmpredictors.jpg

Spatial extent

Keywords



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