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A Satellite-Based Spatio-Temporal Machine Learning Model to Reconstruct Daily PM(2.5) Concentrations across Great Britain

Epidemiological studies on the health effects of air pollution usually rely on measurements from fixed ground monitors, which provide limited spatio-temporal coverage. Data from satellites, reanalysis, and chemical transport models offer additional information used to reconstruct pollution concentra...

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Detalles Bibliográficos
Autores principales: Schneider, Rochelle, Vicedo-Cabrera, Ana M., Sera, Francesco, Masselot, Pierre, Stafoggia, Massimo, de Hoogh, Kees, Kloog, Itai, Reis, Stefan, Vieno, Massimo, Gasparrini, Antonio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7116547/
https://www.ncbi.nlm.nih.gov/pubmed/33408882
http://dx.doi.org/10.3390/rs12223803