maxnet R package - Fitting 'Maxent' Species Distribution Models with 'glmnet'

The package includes a set of procedures to fit species distributions models from occurrence records and environmental variables, using 'glmnet' for model fitting. Model structure is the same as for the 'Maxent' Java package, version 3.4.0, with the same feature types and regularization options.

Date ( Publication): 2021-07-09

Status: Completed

Author

- Steven Phillips

Keywords: modelling

Keywords: biogeography

Keywords: SDM

Keywords: species distribution modelling

Keywords: Maxent

Keywords: glmnet

Keywords: R

Access constraints: License

Use limitation: https://cran.r-project.org/web/licenses/MIT

Protocol: DOI

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

Topic Category: Species distribution

Service Category: data collection and preparation

Service Category: Maxent implementation

Service Category: data processing

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/maxnet/maxnet.pdf

Metadata

File identifier: e2f194aa-45ce-46ff-b81f-0c1e463f1349 XML

Metadata language: en

Hierarchy level: Service

Metadata Schema Version: 0.1.4

Overviews

sdmpredictors.jpg

Spatial extent

Provided by

Access to the portal

Read here the full details and access to the data.