embarcadero R package - Species distribution models with BART

It is a tool package for running and analyzing species distribution models with Bayesian additive regression trees (BARTs), including basic model summary statistics and diagnostics, variable importance measures, and plotting.

Date ( Publication): 2020-03-10

Status: Completed

Author

Department of Biology, Georgetown University, Washington, DC, USA - Colin J. Carlson

Keywords: modelling

Keywords: Bayesian SDM

Keywords: species distribution modelling

Keywords: BARTs

Keywords: Bayesian additive regression trees

Keywords: machine learning

Keywords: R

Access constraints: License

Use limitation: https://creativecommons.org/publicdomain/zero/1.0/

OnLine resource: Development site (
WWW:LINK-1.0-http--link
)

Topic Category: Species distribution

Service Category: data collection and preparation

Service Category: model computation

Service Category: data processing

Service Category: modelling

Service Language: eng

Service TRL: TRL 9 – Actual system proven in operational environment

Service Training: https://besjournals.onlinelibrary.wiley.com/doi/10.1111/2041-210X.13389

Metadata

File identifier: 12ad3370-0b6e-42cd-914b-6cd8dd571462 XML

Metadata language: en

Hierarchy level: Service

Metadata Schema Version: 1.2.0.1003

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