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
- Date ( Publication)
- 2023-09-06
- Status
- Completed
- Keywords
-
modelling
- Keywords
-
biogeography
- Keywords
-
Bayesian SDM
- Keywords
-
species distribution modelling
- Keywords
-
species occurrence
- Keywords
-
ecological processes
- Keywords
-
observation processes
- Keywords
-
R
- Access constraints
- License
- Use limitation
- 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 Category
-
data processing
- Service Category
-
modelling
- Service Language
- eng
- Service TRL
- TRL 9 – Actual system proven in operational environment
- Service User Manual
Metadata
- File identifier
- 392038e0-069b-4098-83f4-4572426baa7c XML
- Metadata language
- en
- Hierarchy level
- Service
- Metadata Schema Version
-
1.4.4