Beyond here and now: evaluating pollution estimation across space and time from street view images with deep learning

Advances in computer vision, driven by deep learning, allows for the inference of environmental pollution and its potential sources from images. The spatial and temporal generalisability of image-based pollution models is crucial in their real-world application, but is currently understudied, partic...

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Detalhes bibliográficos
Publicado no:Sci Total Environ
Main Authors: Nathvani, Ricky, Vishwanath, D, Clark, Sierra N., Alli, Abosede S., Muller, Emily, Caste, Henri, Bennett, James E, Nimo, James, Bedford Moses, Josephine, Baah, Solomon, Hughes, Allison, Suel, Esra, Barbara Metzler, Antje, Rashid, Theo, Brauer, Michael, Baumgartner, Jill, Owusu, George, Agyei-Mensah, Samuel, Arku, Raphael E., Ezzati, Majid
Formato: Artigo
Idioma:Inglês
Publicado em: 2023
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Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7615099/
https://ncbi.nlm.nih.gov/pubmed/37586538
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.scitotenv.2023.166168
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