The Latent Dirichlet Allocation model with covariates (LDAcov): A case study on the effect of fire on species composition in Amazonian forests-Reference-Cited by-同舟云学术

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

Published:2021-05-05 Issue:12 Volume:11 Page:7970-7979
ISSN:2045-7758
Container-title:Ecology and Evolution
language:en
Short-container-title:Ecol. Evol.

Author:

Valle Denis¹^ORCID,Shimizu Gilson²,Izbicki Rafael²,Maracahipes Leandro³^ORCID,Silverio Divino Vicente⁴^ORCID,Paolucci Lucas N.⁵,Jameel Yusuf¹,Brando Paulo⁶^ORCID

Affiliation:

1. School of Forest, Fisheries, and Geomatics Sciences University of Florida Gainesville Florida USA

2. Department of Statistics Federal University of Sao Carlos Sao Paulo Brazil

3. Instituto de Pesquisa Ambiental da Amazonia Brasilia Brazil

4. Departamento de Biologia Universidade Federal Rural da Amazônia Capitão Poço Brazil

5. Departamento de Biologia Geral Universidade Federal de Viçosa Viçosa Brazil

6. Department of Earth System Science University of California, Irvine Irvine California USA

Funder

Conselho Nacional de Desenvolvimento Científico e Tecnológico

Coordenação de Aperfeiçoamento de Pessoal de Nível Superior

National Institute of Food and Agriculture

Fundação de Amparo à Pesquisa do Estado de São Paulo

Publisher

Wiley

Subject

Nature and Landscape Conservation,Ecology,Ecology, Evolution, Behavior and Systematics

Link

https://onlinelibrary.wiley.com/doi/pdf/10.1002/ece3.7626

Reference38 articles.

1. Bayesian LDA for mixed-membership clustering analysis: The Rlda package

2. The Susceptibility of Southeastern Amazon Forests to Fire: Insights from a Large-Scale Burn Experiment

3. Negative fire feedback in a transitional forest of southeastern Amazonia

4. Size, species, and fire behavior predict tree and liana mortality from experimental burns in the Brazilian Amazon

5. Abrupt increases in Amazonian tree mortality due to drought-fire interactions

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2. The Latent Dirichlet Allocation model applied to airborne LiDAR data: A case study on mapping forest degradation associated with fragmentation and fire in the Amazon region;Methods in Ecology and Evolution;2022-03-16