ArticleEnvironmental science & technology2020
Development of Europe-Wide Models for Particle Elemental Composition Using Supervised Linear Regression and Random Forest.
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Article in Environmental science & technology, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.
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17citing papers in PubMed
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Who cites it
17 citing papers in PubMed.
- Intersections as Hot Spots: Assessing the Contribution of Localized Nontailpipe Emissions and Noise on the Association Between Traffic and Children's Lung Function.Research report (Health Effects Institute) · 2026Article
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- Unveiling Atmospheric Layers: Vertical Pollution Patterns and Prospects for High-Resolution Aerosol Retrievals Using the Eastern Mediterranean as a Case Study.Environmental science & technology · 2025Article
- Comparison of Long-Term Air Pollution Exposure from Mobile and Routine Monitoring, Low-Cost Sensors, and Dispersion Models.Research report (Health Effects Institute) · 2025Article
- Reconstructing individual-level exposures in cohort analyses of environmental risks: an example with the UK Biobank.Journal of exposure science & environmental epidemiology · 2024Review
- Prediction of Thermogravimetric Data in the Thermal Recycling of e-waste Using Machine Learning Techniques: A Data-driven Approach.ACS omega · 2023Article
- Long-term air pollution exposure and malignant intracranial tumours of the central nervous system: a pooled analysis of six European cohorts.British journal of cancer · 2023Article
- Association between exposure to multiple air pollutants, transportation noise and cause-specific mortality in adults in Switzerland.Environmental health : a global access science source · 2023Article
- National Exposure Models for Source-Specific Primary Particulate Matter Concentrations Using Aerosol Mass Spectrometry Data.Environmental science & technology · 2022Article
- Long-Term Exposure to Source-Specific Fine Particles and Mortality─A Pooled Analysis of 14 European Cohorts within the ELAPSE Project.Environmental science & technology · 2022Article
- Modeling spatial variation of gaseous air pollutants and particulate matters in a Metropolitan area using mobile monitoring data.Environmental research · 2022Article
- A Review of Road Traffic-Derived Non-Exhaust Particles: Emissions, Physicochemical Characteristics, Health Risks, and Mitigation Measures.Environmental science & technology · 2022Review
- Long-term exposure to ambient air pollution and bladder cancer incidence in a pooled European cohort: the ELAPSE project.British journal of cancer · 2022Article
- Development and Evaluation of Spatio-Temporal Air Pollution Exposure Models and Their Combinations in the Greater London Area, UK.International journal of environmental research and public health · 2022Article
- Developing the building blocks to elucidate the impact of the urban exposome on cardiometabolic-pulmonary disease: The EU EXPANSE project.Environmental epidemiology (Philadelphia, Pa.) · 2021Article
- Long-Term Exposure to Fine Particle Elemental Components and Natural and Cause-Specific Mortality-a Pooled Analysis of Eight European Cohorts within the ELAPSE Project.Environmental health perspectives · 2021Article
- Supervised Learning Based Systemic Inflammatory Markers Enable Accurate Additional Surgery for pT1NxM0 Colorectal Cancer: A Comparative Analysis of Two Practical Prediction Models for Lymph Node Metastasis.Cancer management and research · 2021Article
Corrections and comments
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Authors and funding
23 authors.
Jie ChenInstitute for Risk Assessment Sciences (IRAS), Utrecht University, Postbus 80125, 3508 TC Utrecht, The Netherlands.ORCID 0000-0001-9644-8026
Kees de HooghSwiss Tropical and Public Health Institute, Socinstrasse 57, 4051 Basel, Switzerland.ORCID 0000-0001-5974-2007
John GulliverCentre 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 HoffmannInstitute for Occupational, Social and Environmental Medicine, Centre for Health and Society, Medical Faculty, Heinrich Heine University Düsseldorf, Universitätsstraße 1, 40225 Düsseldorf, Germany.
Ole HertelDepartment of Environmental Science, Aarhus University, P.O. Box 358, Frederiksborgvej 399, 4000 Roskilde, Denmark.
Matthias KetzelDepartment of Environmental Science, Aarhus University, P.O. Box 358, Frederiksborgvej 399, 4000 Roskilde, Denmark.
Gudrun WeinmayrInstitute of Epidemiology and Medical Biometry, Ulm University, Helmholtzstr. 22, 89081 Ulm, Germany.
Mariska BauwelinckInterface Demography-Department of Sociology, Vrije Universiteit Brussel, Pleinlaan 2, 1050 Brussels, Belgium.
Aaron van DonkelaarDepartment of Physics and Atmospheric Science, Dalhousie University, B3H 4R2 Halifax, Nova Scotia, Canada.
Ulla A HvidtfeldtDanish Cancer Society Research Center, Strandboulevarden 49, 2100 Copenhagen, Denmark.
Richard AtkinsonSt George's University of London, SW17 0RE London, U.K.
Nicole A H JanssenNational Institute for Public Health and the Environment (RIVM), P.O. Box 1, 3720 BA Bilthoven, The Netherlands.
Randall V MartinDepartment of Physics and Atmospheric Science, Dalhousie University, B3H 4R2 Halifax, Nova Scotia, Canada.
Evangelia SamoliDepartment of Hygiene, Epidemiology and Medical Statistics, Medical School, National and Kapodistrian University of Athens, 75 Mikras Asias Str, 115 27 Athens, Greece.
Zorana J AndersenUniversity of Copenhagen, 1165 Copenhagen, Denmark.
Bente M OftedalDepartment of Environmental Health, Norwegian Institute of Public Health, P.O. Box 4404 Nydalen, N-0403 Oslo, Norway.
Massimo StafoggiaDepartment of Epidemiology, Lazio Region Health Service/ASL Roma 1, Via Cristoforo Colombo, 112, 00147 Rome, Italy.
Tom BellanderInstitute of Environmental Medicine, Karolinska Institutet, SE-171 77 Stockholm, Sweden.
Maciej StrakInstitute for Risk Assessment Sciences (IRAS), Utrecht University, Postbus 80125, 3508 TC Utrecht, The Netherlands.
Kathrin WolfHelmholtz 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 VienneauSwiss Tropical and Public Health Institute, Socinstrasse 57, 4051 Basel, Switzerland.
Bert BrunekreefInstitute for Risk Assessment Sciences (IRAS), Utrecht University, Postbus 80125, 3508 TC Utrecht, The Netherlands.
Gerard HoekInstitute for Risk Assessment Sciences (IRAS), Utrecht University, Postbus 80125, 3508 TC Utrecht, The Netherlands.
Funding
No grant is acknowledged in the PubMed record.
Abstract
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
Indexed as
Air PollutantsAir PollutionEnvironmental MonitoringEuropeLinear ModelsParticulate MatterZincAir PollutantsParticulate MatterZinc
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