Spatio-temporal dynamics of giant kelp forests in the Humboldt current system revealed by satellite data and hierarchical Bayesian modeling

Understanding the spatio-temporal dynamics of foundation species is critical for assessing ecosystem variability and plan its management accordingly. The giant kelp (Macrocystis pyrifera) forms extensive forests in the Humboldt Current System (HCS), a region of pronounced oceanographic heterogeneity...

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Detalhes bibliográficos

Principais autores:	Eduardo Guajardo-Rubilar, Alejandra Mora-Soto, Alejandro H. Buschmann, Sylvain Faugeron
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Elsevier 2026-05-01
coleção:	Ecological Informatics
Assuntos:	Kelp forest Satellite remote sensing Spatio-temporal analysis Gaussian Markov random field
Acesso em linha:	http://www.sciencedirect.com/science/article/pii/S1574954126001524
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