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.
Authors
- Payam Dadvand (ORCID: https://orcid.org/0000-0002-2325-1027)
- Cathryn C. Tonne (ORCID: https://orcid.org/0000-0003-3919-8264)
- Cecília Persavento
- Mark J Nieuwenhuijsen (ORCID: https://orcid.org/0000-0001-9461-7981)
- Xavier Basagaña (ORCID: https://orcid.org/0000-0002-8457-1489)
- Gustavo Arévalo (ORCID: https://orcid.org/0000-0001-6356-1444)
- María Foraster (ORCID: https://orcid.org/0000-0003-4450-4123)
- Mireia Gascón (ORCID: https://orcid.org/0000-0003-4537-8472)
- Michael Jerrett (ORCID: https://orcid.org/0000-0002-4121-0587)
- Jordi Sunyer (ORCID: https://orcid.org/0000-0002-2602-4110)
- Marta Cirach (ORCID: https://orcid.org/0000-0002-5518-1529)
- Xavier Querol (ORCID: https://orcid.org/0000-0002-6549-9899)
- Alan Domínguez (ORCID: https://orcid.org/0009-0000-7753-0227)
- José Lao
- Teresa Moreno
- Ioar Rivas (ORCID: https://orcid.org/0000-0002-4743-619X)
- Bruno Raimbault
- Toni Galmés
- Karl Samuelsson
- Lluís Barril
- Laura Goméz-Herrera
- Joel Schwartz (ORCID: https://orcid.org/0000-0001-6168-378X)
Institutions
- 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)
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
Funders
- Health Effects Institute
- H2020 European Research Council
- HORIZON EUROPE Marie Sklodowska-Curie Actions