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Multimodal deep learning from satellite and street-level imagery for measuring income, overcrowding, and environmental deprivation in urban areas

Data collected at large scale and low cost (e.g. satellite and street level imagery) have the potential to substantially improve resolution, spatial coverage, and temporal frequency of measurement of urban inequalities. Multiple types of data from different sources are often available for a given ge...

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Detalhes bibliográficos
Publicado no:Remote Sens Environ
Main Authors: Suel, Esra, Bhatt, Samir, Brauer, Michael, Flaxman, Seth, Ezzati, Majid
Formato: Artigo
Idioma:Inglês
Publicado em: American Elsevier Pub. Co 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7985619/
https://ncbi.nlm.nih.gov/pubmed/33941991
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.rse.2021.112339
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