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

Jie Chen; Kees De Hoogh; John Gulliver; Barbara Hoffmann; Ole Hertel; Matthias Ketzel; Gudrun Weinmayr; Mariska Bauwelinck; Aaron Van Donkelaar; Ulla A. Hvidtfeldt; Richard Atkinson; Nicole A.H. Janssen; Randall V. Martin; Evangelia Samoli; Zorana J. Andersen; Bente M. Oftedal; Massimo Stafoggia; Tom Bellander; Maciej Strak; Kathrin Wolf; Danielle Vienneau; Bert Brunekreef; Gerard Hoek

doi:10.1021/acs.est.0c06595

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

Jie Chen, Kees De Hoogh, John Gulliver, Barbara Hoffmann, Ole Hertel, Matthias Ketzel, Gudrun Weinmayr, Mariska Bauwelinck, Aaron Van Donkelaar, Ulla A. Hvidtfeldt, Richard Atkinson, Nicole A.H. Janssen, Randall V. Martin, Evangelia Samoli, Zorana J. Andersen, Bente M. Oftedal, Massimo Stafoggia, Tom Bellander, Maciej Strak, Kathrin WolfDanielle Vienneau, Bert Brunekreef, Gerard Hoek

科研成果: 期刊稿件 › 文章 › 同行评审

56 引用（Scopus）

源语言	英语
页（从-至）	15698-15709
页数	12
期刊	Environmental Science and Technology
卷	54
期	24
DOI	https://doi.org/10.1021/acs.est.0c06595
出版状态	已出版 - 12月 15 2020

!!!ASJC Scopus Subject Areas

一般化学
环境化学

联合国可持续发展目标

此成果有助于实现下列可持续发展目标：

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10.1021/acs.est.0c06595

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Chen, J., De Hoogh, K., Gulliver, J., Hoffmann, B., Hertel, O., Ketzel, M., Weinmayr, G., Bauwelinck, M., Van Donkelaar, A., Hvidtfeldt, U. A., Atkinson, R., Janssen, N. A. H., Martin, R. V., Samoli, E., Andersen, Z. J., Oftedal, B. M., Stafoggia, M., Bellander, T., Strak, M., ... Hoek, G. (2020). Development of Europe-Wide Models for Particle Elemental Composition Using Supervised Linear Regression and Random Forest. Environmental Science and Technology, 54(24), 15698-15709. https://doi.org/10.1021/acs.est.0c06595

Chen, J, De Hoogh, K, Gulliver, J, Hoffmann, B, Hertel, O, Ketzel, M, Weinmayr, G, Bauwelinck, M, Van Donkelaar, A, Hvidtfeldt, UA, Atkinson, R, Janssen, NAH, Martin, RV, Samoli, E, Andersen, ZJ, Oftedal, BM, Stafoggia, M, Bellander, T, Strak, M, Wolf, K, Vienneau, D, Brunekreef, B & Hoek, G 2020, 'Development of Europe-Wide Models for Particle Elemental Composition Using Supervised Linear Regression and Random Forest', Environmental Science and Technology, 卷 54, 号码 24, 页码 15698-15709. https://doi.org/10.1021/acs.est.0c06595

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

author = "Jie Chen and {De Hoogh}, Kees and John Gulliver and Barbara Hoffmann and Ole Hertel and Matthias Ketzel and Gudrun Weinmayr and Mariska Bauwelinck and {Van Donkelaar}, Aaron and Hvidtfeldt, {Ulla A.} and Richard Atkinson and Janssen, {Nicole A.H.} and Martin, {Randall V.} and Evangelia Samoli and Andersen, {Zorana J.} and Oftedal, {Bente M.} and Massimo Stafoggia and Tom Bellander and Maciej Strak and Kathrin Wolf and Danielle Vienneau and Bert Brunekreef and Gerard Hoek",

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day = "15",

doi = "10.1021/acs.est.0c06595",

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AU - Chen, Jie

AU - De Hoogh, Kees

AU - Gulliver, John

AU - Hoffmann, Barbara

AU - Hertel, Ole

AU - Ketzel, Matthias

AU - Weinmayr, Gudrun

AU - Bauwelinck, Mariska

AU - Van Donkelaar, Aaron

AU - Hvidtfeldt, Ulla A.

AU - Atkinson, Richard

AU - Janssen, Nicole A.H.

AU - Martin, Randall V.

AU - Samoli, Evangelia

AU - Andersen, Zorana J.

AU - Oftedal, Bente M.

AU - Stafoggia, Massimo

AU - Bellander, Tom

AU - Strak, Maciej

AU - Wolf, Kathrin

AU - Vienneau, Danielle

AU - Brunekreef, Bert

AU - Hoek, Gerard

PY - 2020/12/15

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JO - Environmental Science and Technology

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IS - 24

ER -

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

!!!ASJC Scopus Subject Areas

联合国可持续发展目标

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