Convolutional neural networks improve species distribution modelling by capturing the spatial structure of the environment

Convolutional Neural Networks (CNNs) are statistical models suited for learning complex visual patterns. In the context of Species Distribution Models (SDM) and in line with predictions of landscape ecology and island biogeography, CNN could grasp how local landscape structure affects prediction of...

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Detalles Bibliográficos
Autores principales: Deneu, Benjamin, Servajean, Maximilien, Bonnet, Pierre, Botella, Christophe, Munoz, François, Joly, Alexis
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8084334/
https://www.ncbi.nlm.nih.gov/pubmed/33872302
http://dx.doi.org/10.1371/journal.pcbi.1008856

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8084334/
https://www.ncbi.nlm.nih.gov/pubmed/33872302
http://dx.doi.org/10.1371/journal.pcbi.1008856

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