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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...
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| Publicado no: | PLoS Comput Biol |
|---|---|
| Main Authors: | , , , , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
Public Library of Science
2021
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| Assuntos: | |
| Acesso em linha: | 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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