2021 journal article

A Bayesian Dirichlet process community occupancy model to estimate community structure and species similarity


author keywords: bird point‐ counts; clustering; community occupancy model; dimensionality; Dirichlet process; infinite‐ mixture models; latent groups
MeSH headings : Algorithms; Bayes Theorem; Computer Simulation; Ecosystem
TL;DR: This work develops a community occupancy model (COM) using a DP distribution to model species-level parameters and recommends using the DP-COM only when the analysis focuses on community structure and species similarity, as these quantities can only be obtained under theDP-COM. (via Semantic Scholar)
UN Sustainable Development Goal Categories
13. Climate Action (Web of Science)
15. Life on Land (Web of Science; OpenAlex)
Source: Web Of Science
Added: April 5, 2021