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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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Dades bibliogràfiques
Publicat a:Remote Sens (Basel)
Autors principals: Schneider, Rochelle, Vicedo-Cabrera, Ana M., Sera, Francesco, Masselot, Pierre, Stafoggia, Massimo, de Hoogh, Kees, Kloog, Itai, Reis, Stefan, Vieno, Massimo, Gasparrini, Antonio
Format: Artigo
Idioma:Inglês
Publicat: 2020
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC7116547/
https://ncbi.nlm.nih.gov/pubmed/33408882
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/rs12223803
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