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Sat-SINR: High-Resolution Species Distribution Models Through Satellite Imagery

We propose a deep learning approach for high-resolution species distribution modelling (SDM) at large scale combining point-wise, crowd-sourced species observation data and environmental data with Sentinel-2 satellite imagery. What makes this task challenging is the great variety of controlling fact...

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Bibliografiske detaljer
Principais autores: J. Dollinger, P. Brun, V. Sainte Fare Garnot, J. D. Wegner
Format: Artigo
Sprog:Inglês
Udgivet: Copernicus Publications 2024-06-01
Serier:ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Online adgang:https://isprs-annals.copernicus.org/articles/X-2-2024/41/2024/isprs-annals-X-2-2024-41-2024.pdf
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