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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Detalles Bibliográficos
Autores principales: 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: Online Artículo Texto
Lenguaje:English
Publicado: 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7615099/
https://www.ncbi.nlm.nih.gov/pubmed/37586538
http://dx.doi.org/10.1016/j.scitotenv.2023.166168

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7615099/
https://www.ncbi.nlm.nih.gov/pubmed/37586538
http://dx.doi.org/10.1016/j.scitotenv.2023.166168

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