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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Bibliographic Details
Published in:Remote Sens (Basel)
Main Authors: 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
Language:Inglês
Published: 2020
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Online Access: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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