Clustering Species With Residual Covariance Matrix in Joint Species Distribution Models

Clustering Species With Residual Covariance Matrix in Joint Species Distribution Models

Modeling species distributions over space and time is one of the major research topics in both ecology and conservation biology. Joint Species Distribution models (JSDMs) have recently been introduced as a tool to better model community data, by inferring a residual covariance matrix between species...

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Bibliographic Details
Main Authors: Daria Bystrova, Giovanni Poggiato, Billur Bektaş, Julyan Arbel, James S. Clark, Alessandra Guglielmi, Wilfried Thuiller
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-03-01
Series:Frontiers in Ecology and Evolution
Subjects:
Biodiversity modeling
dimension reduction
joint species distribution model
latent factors
Bayesian nonparametrics
plant communities
Online Access:https://www.frontiersin.org/articles/10.3389/fevo.2021.601384/full

Internet

https://www.frontiersin.org/articles/10.3389/fevo.2021.601384/full

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