Sensitivity of Air Pollution Exposure and Disease Burden to Emission Changes in China Using Machine Learning Emulation

Machine learning models can emulate chemical transport models, reducing computational costs and enabling more experimentation. We developed emulators to predict annual−mean fine particulate matter (PM(2.5)) and ozone (O(3)) concentrations and their associated chronic health impacts from changes in f...

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Detalles Bibliográficos
Autores principales: Conibear, Luke, Reddington, Carly L., Silver, Ben J., Chen, Ying, Knote, Christoph, Arnold, Stephen R., Spracklen, Dominick V.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2022
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9207901/
https://www.ncbi.nlm.nih.gov/pubmed/35765412
http://dx.doi.org/10.1029/2021GH000570

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9207901/
https://www.ncbi.nlm.nih.gov/pubmed/35765412
http://dx.doi.org/10.1029/2021GH000570

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