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A generalizable and accessible approach to machine learning with global satellite imagery

Combining satellite imagery with machine learning (SIML) has the potential to address global challenges by remotely estimating socioeconomic and environmental conditions in data-poor regions, yet the resource requirements of SIML limit its accessibility and use. We show that a single encoding of sat...

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Detalhes bibliográficos
Publicado no:Nat Commun
Main Authors: Rolf, Esther, Proctor, Jonathan, Carleton, Tamma, Bolliger, Ian, Shankar, Vaishaal, Ishihara, Miyabi, Recht, Benjamin, Hsiang, Solomon
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8292408/
https://ncbi.nlm.nih.gov/pubmed/34285205
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41467-021-24638-z
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