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Machine learning-based ozone and PM2.5 forecasting: Application to multiple AQS sites in the Pacific Northwest

Air quality in the Pacific Northwest (PNW) of the U.S has generally been good in recent years, but unhealthy events were observed due to wildfires in summer or wood burning in winter. The current air quality forecasting system, which uses chemical transport models (CTMs), has had difficulty forecast...

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Detalles Bibliográficos
Autores principales: Fan, Kai, Dhammapala, Ranil, Harrington, Kyle, Lamb, Brian, Lee, Yunha
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9999009/
https://www.ncbi.nlm.nih.gov/pubmed/36910164
http://dx.doi.org/10.3389/fdata.2023.1124148