Leveraging citizen science to classify and track benthic habitat states: An unsupervised UMAP-HDBSCAN pipeline applied to the global reef life survey dataset

Benthic biogenic habitats are crucial for coastal marine ecosystems, supporting food and shelter for a large range of marine species, but they are increasingly threatened by increasing anthropogenic impacts. While large-scale monitoring data are increasingly available, tools to describe benthic habi...

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Detalles Bibliográficos

Principais autores:	Clément Violet, Aurélien Boyé, Stanislas Dubois, Graham J. Edgar, Elizabeth S. Oh, Rick D. Stuart-Smith, Martin P. Marzloff
Formato:	Artigo
Idioma:	Inglês
Publicado:	Elsevier 2025-05-01
Series:	Ecological Informatics
Assuntos:	Benthic habitat Citizen science Clustering Habitat states HDBSCAN UMAP
Acceso en liña:	http://www.sciencedirect.com/science/article/pii/S1574954125000676
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