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A deep learning approach to identify smoke plumes in satellite imagery in near real-time for health risk communication

BACKGROUND: Wildland fire (wildfire; bushfire) pollution contributes to poor air quality, a risk factor for premature death. The frequency and intensity of wildfires are expected to increase; improved tools for estimating exposure to fire smoke are vital. New generation satellite-based sensors produ...

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Detalles Bibliográficos
Autores principales: Larsen, Alexandra, Hanigan, Ivan, Reich, Brian J., Qin, Yi, Cope, Martin, Morgan, Geoffrey, Rappold, Ana G.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7796988/
https://www.ncbi.nlm.nih.gov/pubmed/32719441
http://dx.doi.org/10.1038/s41370-020-0246-y