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

Air Pollutants / analysis Air Pollution / analysis Environmental Monitoring Europe Linear Models Particulate Matter / analysis Zinc / analysis

Journal

Environmental science & technology
ISSN: 1520-5851
Titre abrégé: Environ Sci Technol
Pays: United States
ID NLM: 0213155

Informations de publication

Date de publication:
15 12 2020
Historique:
pubmed: 26 11 2020
medline: 6 3 2021
entrez: 25 11 2020
Statut: ppublish

Résumé

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

Identifiants

DOI: 10.1021/acs.est.0c06595 PMID: 33237771 PMC: PMC7745532
pubmed: 33237771
doi: 10.1021/acs.est.0c06595
pmc: PMC7745532
doi:

Substances chimiques

Air Pollutants 0
Particulate Matter 0
Zinc J41CSQ7QDS

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

15698-15709

Références

Environ Sci Technol. 2012 Oct 16;46(20):11195-205
pubmed: 22963366
Environ Res. 2019 Nov;178:108601
pubmed: 31465992
Epidemiology. 2019 Nov;30(6):789-798
pubmed: 31469699
Environ Int. 2015 Nov;84:181-92
pubmed: 26342569
Environ Int. 2018 Nov;120:81-92
pubmed: 30075373
Environ Sci Technol. 2007 Apr 1;41(7):2422-8
pubmed: 17438795
Environ Health Perspect. 2015 Jun;123(6):525-33
pubmed: 25712504
Environ Sci Technol. 2017 Jun 20;51(12):6936-6944
pubmed: 28534414
Environ Sci Technol. 2016 Jul 19;50(14):7517-26
pubmed: 27331241
Sci Total Environ. 2019 Jul 10;673:54-63
pubmed: 30986682
Environ Int. 2019 Sep;130:104934
pubmed: 31229871
Environ Sci Technol. 2012 Apr 17;46(8):4481-9
pubmed: 22435498
Environ Sci Technol. 2019 Mar 5;53(5):2595-2611
pubmed: 30698001
Epidemiology. 2003 Mar;14(2):228-39
pubmed: 12606891
Environ Res. 2018 Oct;166:677-689
pubmed: 30077140
Environ Int. 2017 Dec;109:146-154
pubmed: 28974306
Environ Sci Technol. 2019 Feb 5;53(3):1413-1421
pubmed: 30609353
Environ Int. 2018 Dec;121(Pt 2):1137-1147
pubmed: 30413295
Environ Health Perspect. 2014 Aug;122(8):843-9
pubmed: 24787034
J Air Waste Manag Assoc. 2015 May;65(5):544-58
pubmed: 25947313
Curr Environ Health Rep. 2014 Aug 8;1:258-274
pubmed: 25152864
Environ Res. 2016 Nov;151:1-10
pubmed: 27447442
Atmos Environ (1994). 2017 Feb;151:1-11
pubmed: 28959135
Res Rep Health Eff Inst. 2013 Oct;(178):5-8
pubmed: 24377210
Environ Sci Technol. 2013 Jun 4;47(11):5778-86
pubmed: 23651082

Auteurs

Jie Chen (J)

Institute for Risk Assessment Sciences (IRAS), Utrecht University, Postbus 80125, 3508 TC Utrecht, The Netherlands.
ORCID: 0000-0001-9644-8026

Kees de Hoogh (K)

Swiss Tropical and Public Health Institute, Socinstrasse 57, 4051 Basel, Switzerland.
University of Basel, Petersplatz 1, Postfach 4001 Basel, Switzerland.
ORCID: 0000-0001-5974-2007

John Gulliver (J)

Centre for Environmental Health and Sustainability, School of Geography, Geology and the Environment, University of Leicester, University Road, LE1 7RH Leicester, U.K.
ORCID: 0000-0003-3423-2013

Barbara Hoffmann (B)

Institute for Occupational, Social and Environmental Medicine, Centre for Health and Society, Medical Faculty, Heinrich Heine University Düsseldorf, Universitätsstraße 1, 40225 Düsseldorf, Germany.

Ole Hertel (O)

Department of Environmental Science, Aarhus University, P.O. Box 358, Frederiksborgvej 399, 4000 Roskilde, Denmark.

Matthias Ketzel (M)

Department of Environmental Science, Aarhus University, P.O. Box 358, Frederiksborgvej 399, 4000 Roskilde, Denmark.
Global Centre for Clean Air Research (GCARE), Department of Civil and Environmental Engineering, University of Surrey, GU2 7XH Guildford, U.K.

Gudrun Weinmayr (G)

Institute of Epidemiology and Medical Biometry, Ulm University, Helmholtzstr. 22, 89081 Ulm, Germany.

Mariska Bauwelinck (M)

Interface Demography-Department of Sociology, Vrije Universiteit Brussel, Pleinlaan 2, 1050 Brussels, Belgium.

Aaron van Donkelaar (A)

Department of Physics and Atmospheric Science, Dalhousie University, B3H 4R2 Halifax, Nova Scotia, Canada.
Department of Energy, Environmental & Chemical Engineering, Washington University in St. Louis, 63130 St. Louis, Missouri, United States.

Ulla A Hvidtfeldt (UA)

Danish Cancer Society Research Center, Strandboulevarden 49, 2100 Copenhagen, Denmark.

Richard Atkinson (R)

St George's University of London, SW17 0RE London, U.K.

Nicole A H Janssen (NAH)

National Institute for Public Health and the Environment (RIVM), P.O. Box 1, 3720 BA Bilthoven, The Netherlands.

Randall V Martin (RV)

Department of Physics and Atmospheric Science, Dalhousie University, B3H 4R2 Halifax, Nova Scotia, Canada.
Danish Cancer Society Research Center, Strandboulevarden 49, 2100 Copenhagen, Denmark.
Atomic and Molecular Physics Division, Harvard-Smithsonian Center for Astrophysics, Cambridge, 60 Garden Street, 02138 Cambridge, Massachusetts, United States.

Evangelia Samoli (E)

Department of Hygiene, Epidemiology and Medical Statistics, Medical School, National and Kapodistrian University of Athens, 75 Mikras Asias Str, 115 27 Athens, Greece.

Zorana J Andersen (ZJ)

University of Copenhagen, 1165 Copenhagen, Denmark.

Bente M Oftedal (BM)

Department of Environmental Health, Norwegian Institute of Public Health, P.O. Box 4404 Nydalen, N-0403 Oslo, Norway.

Massimo Stafoggia (M)

Department of Epidemiology, Lazio Region Health Service/ASL Roma 1, Via Cristoforo Colombo, 112, 00147 Rome, Italy.
Institute of Environmental Medicine, Karolinska Institutet, SE-171 77 Stockholm, Sweden.

Tom Bellander (T)

Institute of Environmental Medicine, Karolinska Institutet, SE-171 77 Stockholm, Sweden.

Maciej Strak (M)

Institute for Risk Assessment Sciences (IRAS), Utrecht University, Postbus 80125, 3508 TC Utrecht, The Netherlands.
Atomic and Molecular Physics Division, Harvard-Smithsonian Center for Astrophysics, Cambridge, 60 Garden Street, 02138 Cambridge, Massachusetts, United States.

Kathrin Wolf (K)

Helmholtz Zentrum München, German Research Center for Environmental Health (GmbH), Institute of Epidemiology, Ingolstädter Landstr. 1, D-85764 Neuherberg, Germany.
ORCID: 0000-0002-4343-201X

Danielle Vienneau (D)

Swiss Tropical and Public Health Institute, Socinstrasse 57, 4051 Basel, Switzerland.
University of Basel, Petersplatz 1, Postfach 4001 Basel, Switzerland.

Bert Brunekreef (B)

Institute for Risk Assessment Sciences (IRAS), Utrecht University, Postbus 80125, 3508 TC Utrecht, The Netherlands.
Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Heidelberglaan 100, 3584 CX Utrecht, Netherlands.

Gerard Hoek (G)

Institute for Risk Assessment Sciences (IRAS), Utrecht University, Postbus 80125, 3508 TC Utrecht, The Netherlands.

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Classifications MeSH

questionsmedicales.fr › Actions chimiques et utilisations › Actions toxiques › Polluants environnementaux › Polluants atmosphériques › Development of Europe-Wide Models for Particle...
questionsmedicales.fr › Environnement et santé publique › Santé publique › Pollution de l'environnement › Pollution de l'air › Development of Europe-Wide Models for Particle...
questionsmedicales.fr › Environnement et santé publique › Santé publique › Pratiques en santé publique › Surveillance de l'environnement › Development of Europe-Wide Models for Particle...
questionsmedicales.fr › Régions géographiques › Europe › Development of Europe-Wide Models for Particle...
questionsmedicales.fr › Environnement et santé publique › Santé publique › Méthodes épidémiologiques › Statistiques comme sujet › Analyse de régression › Modèles linéaires › Development of Europe-Wide Models for Particle...
questionsmedicales.fr › Mélanges complexes › Matière particulaire › Development of Europe-Wide Models for Particle...
questionsmedicales.fr › Produits chimiques inorganiques › Métaux › Métaux lourds › Zinc › Development of Europe-Wide Models for Particle...