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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.

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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

CC0

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

 
 

Overviews

overview
sdmpredictors.jpg

Spatial extent

Keywords



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