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.

Identification

Date ( Publication ): 2023-07-03

Status: Completed

Version: 1.3.1

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

Author

Conservation Biology - University of Bern - Sergio Vignali

Creator

- Arnaud Barras

Creator

- Veronika Braunisch

OnLine resource: CRAN link ( WWW:LINK-1.0-http--link )

Required Services: R (≥ 4.1.0)

Topic Category: Species distribution

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

Overviews

Spatial extent

Provided by

Access to the portal

Read here the full details and access to the data.

Associated resources

Not available