Development of Europe-Wide Models for Particle Elemental Composition Using Supervised Linear Regression and Random Forest

[Image: see text] We developed Europe-wide models of long-term exposure to eight elements (copper, iron, potassium, nickel, sulfur, silicon, vanadium, and zinc) in particulate matter with diameter <2.5 μm (PM(2.5)) using standardized measurements for one-year periods between October 2008 and Apri...

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Detalles Bibliográficos
Autores principales: Chen, Jie, de Hoogh, Kees, Gulliver, John, Hoffmann, Barbara, Hertel, Ole, Ketzel, Matthias, Weinmayr, Gudrun, Bauwelinck, Mariska, van Donkelaar, Aaron, Hvidtfeldt, Ulla A., Atkinson, Richard, Janssen, Nicole A. H., Martin, Randall V., Samoli, Evangelia, Andersen, Zorana J., Oftedal, Bente M., Stafoggia, Massimo, Bellander, Tom, Strak, Maciej, Wolf, Kathrin, Vienneau, Danielle, Brunekreef, Bert, Hoek, Gerard
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2020
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7745532/
https://www.ncbi.nlm.nih.gov/pubmed/33237771
http://dx.doi.org/10.1021/acs.est.0c06595

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