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Advancing methodologies for applying machine learning and evaluating spatiotemporal models of fine particulate matter (PM(2.5)) using satellite data over large regions

Reconstructing the distribution of fine particulate matter (PM(2.5)) in space and time, even far from ground monitoring sites, is an important exposure science contribution to epidemiologic analyses of PM(2.5) health impacts. Flexible statistical methods for prediction have demonstrated the integrat...

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Detalhes bibliográficos
Publicado no:Atmos Environ (1994)
Main Authors: Just, Allan C., Arfer, Kodi B., Rush, Johnathan, Dorman, Michael, Shtein, Alex, Lyapustin, Alexei, Kloog, Itai
Formato: Artigo
Idioma:Inglês
Publicado em: 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7591135/
https://ncbi.nlm.nih.gov/pubmed/33122961
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.atmosenv.2020.117649
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