LifeWatch ERIC Metadata Catalogue
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.
Default
Identification
- 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
- 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
