Development of land use regression, dispersion, and hybrid models for prediction of outdoor air pollution exposure in Barcelona

Our models varied substantially, with some models performing better in validation samples (NO<sub>2</sub> and BC). Future health studies should use the most accurate methods to minimize bias from exposure measurement error.

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Publication Details

Journal
The Science of The Total Environment
Published
2024-10-02
DOI
https://doi.org/10.1016/j.scitotenv.2024.176632
Citations
16
Primary Topic
Air Quality and Health Impacts
Type
article
Field-Weighted Citation Impact
5.04

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article

Development of land use regression, dispersion, and hybrid models for prediction of outdoor air pollution exposure in Barcelona

Payam Dadvand, Cathryn C. Tonne, Cecília Persavento, Mark J Nieuwenhuijsen et al.
16 citations
The Science of The Total Environment
Air Quality and Health Impacts
5.04
article

Development of land use regression, dispersion, and hybrid models for prediction of outdoor air pollution exposure in Barcelona

Payam Dadvand, Cathryn C. Tonne, Cecília Persavento, Mark J Nieuwenhuijsen, Xavier Basagaña, Gustavo Arévalo, María Foraster, Mireia Gascón, Michael Jerrett, Jordi Sunyer, Marta Cirach, Xavier Querol, Alan Domínguez, José Lao, Teresa Moreno, Ioar Rivas, Bruno Raimbault, Toni Galmés, Karl Samuelsson, Lluís Barril, Laura Goméz-Herrera, Joel Schwartz
article en
16 citations

Abstract

Our models varied substantially, with some models performing better in validation samples (NO<sub>2</sub> and BC). Future health studies should use the most accurate methods to minimize bias from exposure measurement error.

The Science of The Total EnvironmentVol. 954
Harvard University (US), University of California, Los Angeles (US), Universitat Pompeu Fabra (ES), Barcelona Provincial Council (ES), Institut Universitari d'Investigació en Atenció Primària Jordi Gol (ES), Institute of Environmental Assessment and Water Research (ES), Institute for Sustainability (GB), Barcelona Institute for Global Health (ES), Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (ES), Universitat Ramon Llull (ES)
Health Effects Institute, H2020 European Research Council, HORIZON EUROPE Marie Sklodowska-Curie Actions
Openalex Percentile: Top 4%
Air Quality and Health Impacts
5.04
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