Predicting Fine-Scale Daily NO2 for 2005–2016 Incorporating OMI Satellite Data Across Switzerland

Nitrogen dioxide (NO2) remains an important traffic-related pollutant associated with both short- and long-term health effects. We aim to model daily average NO2 concentrations in Switzerland in a multistage framework with mixed-effect and random forest models to respectively downscale satellite mea...

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Bibliographic Details
Published in:Environmental science & technology 2019-09, Vol.53 (17), p.10279-10287
Main Authors: de Hoogh, Kees, Saucy, Apolline, Shtein, Alexandra, Schwartz, Joel, West, Erin A, Strassmann, Alexandra, Puhan, Milo, Röösli, Martin, Stafoggia, Massimo, Kloog, Itai
Format: Article
Language:English
Subjects:
Atmospheric models
Atmospheric monitoring
Forests
Land use
Monitoring
Nitrogen dioxide
ozone
Particulate emissions
Particulate matter
particulates
Pollutants
Pollution monitoring
remote sensing
Satellites
Switzerland
Variation
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