The Latent Dirichlet Allocation model with covariates (LDAcov): A case study on the effect of fire on species composition in Amazonian forests

The Latent Dirichlet Allocation model with covariates (LDAcov): A case study on the effect of fire on species composition in Amazonian forests

Abstract Understanding and predicting the effect of global change phenomena on biodiversity is challenging given that biodiversity data are highly multivariate, containing information from tens to hundreds of species in any given location and time. The Latent Dirichlet Allocation (LDA) model has bee...

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Bibliographic Details
Main Authors: Denis Valle, Gilson Shimizu, Rafael Izbicki, Leandro Maracahipes, Divino Vicente Silverio, Lucas N. Paolucci, Yusuf Jameel, Paulo Brando
Format: Article
Language:English
Published: Wiley 2021-06-01
Series:Ecology and Evolution
Subjects:
Amazon
biodiversity
community ecology
forest fire
forest fragmentation
mixed‐membership model
Online Access:https://doi.org/10.1002/ece3.7626

Internet

https://doi.org/10.1002/ece3.7626

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