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hSDM R package – Hierarchical Bayesian Species Distribution Models

A user-friendly and fast set of functions for estimating parameters of hierarchical Bayesian species distribution models. Such models allow interpreting the observations (occurrence and abundance of a species) as a result of several hierarchical processes including ecological processes (habitat suitability, spatial dependence and anthropogenic disturbance) and observation processes (species detectability). Hierarchical species distribution models are essential for accurately characterizing the environmental response of species, predicting their probability of occurrence, and assessing uncertainty in the model results.

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Date ( Publication )
2023-09-06
Status
Completed
Version
1.4.4
Keywords
Bayesian SDM
Keywords
species distribution modelling
Keywords
species occurrence
Keywords
ecological processes
Keywords
observation processes
Keywords
R
Access constraints
License
Use limitation
https://cran.r-project.org/web/licenses/GPL-3
Author
  - Ghislain Vieilledent
Creator
  - Matthieu Autier
Creator
  - Alan E. Gelfand
Creator
  - Jérôme Guélat
Creator
  - Marc Kéry Andrew M. Latime
Creator
  - Cory Merow
Creator
  - Frédéric Mortier
Creator
  - John A. Silander Jr.
Creator
  - Adam M. Wilson
Creator
  - Shanshan Wurinnan
 
OnLine resource
CRAN link ( WWW:LINK-1.0-http--link )
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/hSDM/hSDM.pdf
 

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