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

Ecology and Evolution

Lucas N. Paolucci¹  Divino Vicente Silverio²  Paulo Brando³  Rafael Izbicki⁴  Gilson Shimizu⁴  Leandro Maracahipes⁵  Denis Valle⁶  Yusuf Jameel⁶ 

[1] Departamento de Biologia Geral, Universidade Federal de Viçosa, Viçosa, Brazil;Departamento de Biologia, Universidade Federal Rural da Amazônia, Capitão Poço, Brazil;Department of Earth System Science, University of California, Irvine, Irvine, California, USA;Department of Statistics, Federal University of Sao Carlos, Sao Paulo, Brazil;Instituto de Pesquisa Ambiental da Amazonia, Brasilia, Brazil;School of Forest, Fisheries, and Geomatics Sciences, University of Florida, Gainesville, Florida, USA;

关键词: Amazon;    biodiversity;    community ecology;    forest fire;    forest fragmentation;    mixed‐membership model;    multivariate statistics;   

DOI  :  10.1002/ece3.7626

来源: Wiley

【 授权许可】

CC BY