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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...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:PLoS Comput Biol
Egile Nagusiak: Deneu, Benjamin, Servajean, Maximilien, Bonnet, Pierre, Botella, Christophe, Munoz, François, Joly, Alexis
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: Public Library of Science 2021
Gaiak:
Sarrera elektronikoa:https://ncbi.nlm.nih.gov/pmc/articles/PMC8084334/
https://ncbi.nlm.nih.gov/pubmed/33872302
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pcbi.1008856
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