SDMPlay R package - Species Distribution Modelling Playground

SDMPlay is a pedagogic package that allows to compute SDMs, to understand the overall method, and to produce model outputs. The package, along with its associated vignettes, highlights the different steps of model calibration and describes how to choose the best methods to generate accurate and relevant outputs. SDMPlay proposes codes to apply a popular machine learning approach, BRT (Boosted Regression Trees) and introduces MaxEnt (Maximum Entropy).

Identification

Date ( Publication ): 2021-09-15

Status: Completed

Version: 2.0

Keywords: SDM

Keywords: species distribution modelling

Keywords: Maxent

Keywords: BRT

Keywords: Boosted Regression Trees

Keywords: marine environment

Keywords: machine learning

Keywords: model calibration

Keywords: R

Access constraints: License

Use limitation: https://cran.r-project.org/web/licenses/GPL-3

Author

- Guillaumot Charlene

Creator

- Martin Alexis

Creator

Creator

Creator

- Saucede Thomas

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

Required Services: R (≥ 3.5.0)

Topic Category: Species distribution

Service Category: data collection and preparation

Service Category: model computation

Service Language: eng

Service User Manual: https://cran.r-project.org/web/packages/SDMPlay/SDMPlay.pdf

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