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Contribution of Traffic Emissions to PM 2.5 Concentrations at Bus Stops in Denver, Colorado

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  • Priyanka deSouza

    (Department of Urban and Regional Planning, University of Colorado Denver, Denver, CO 80202, USA
    CU Population Center, University of Colorado Boulder, Boulder, CO 80309, USA)

  • Philip Hopke

    (Institute for a Sustainable Environment, Clarkson University, Potsdam, NY 13699, USA
    Department of Public Health Sciences, University of Rochester School of Medicine and Dentistry, Rochester, NY 14642, USA)

  • Christian L’Orange

    (Department of Mechanical Engineering, Colorado State University, Fort Collins, CO 80523, USA)

  • Peter C. Ibsen

    (U.S. Geological Survey, Geosciences and Environmental Change Science Center, Lakewood, CO 20192, USA)

  • Carl Green

    (Regional Transportation District (RTD), Denver, CO 80202, USA)

  • Brady Graeber

    (Department of Geography and Environmental Sciences, University of Colorado Denver, Denver, CO 80202, USA)

  • Brendan Cicione

    (Department of Urban and Regional Planning, University of Colorado Denver, Denver, CO 80202, USA
    These authors contributed equally to this work.)

  • Ruth Mekonnen

    (Department of Geography and Environmental Sciences, University of Colorado Denver, Denver, CO 80202, USA
    These authors contributed equally to this work.)

  • Saadhana Purushothama

    (Department of Geography and Environmental Sciences, University of Colorado Denver, Denver, CO 80202, USA
    These authors contributed equally to this work.)

  • Patrick L. Kinney

    (Department of Environmental Health, Boston University School of Public Health, Boston, MA 02118, USA)

  • John Volckens

    (Department of Public Health Sciences, University of Rochester School of Medicine and Dentistry, Rochester, NY 14642, USA)

Abstract

Individuals are routinely exposed to traffic-related air pollution on their commutes, which has significant health impacts. Mitigating exposure to traffic-related pollution is a key urban sustainability concern. In Denver, Colorado, low-income Americans are more likely to rely on buses and spend time waiting at bus stops. Evaluating the contribution of traffic emissions at bus stops can provide important information on risks experienced by these populations. We measured PM 2.5 constituents at eight bus stops and one background reference site in Denver, in the summer of 2023. Source profiles, including gasoline emissions from traffic, were estimated using Positive Matrix Factorization (PMF) analysis of PM 2.5 constituents collected at a Chemical Speciation Network site in our study region. The contributions of the different sources at each bus stop were estimated by regressing the vector of species concentrations at each site (dependent variable) on the source-profile matrix from the PMF analysis (independent variables). Traffic-related emissions (~2.5–6.6 μg/m 3 ) and secondary organics (~3–5 μg/m 3 ) contributed to PM 2.5 at the bus stops in our dataset. The highest traffic-related emissions-derived PM 2.5 concentrations were observed at bus stops near local sources: a gas station and a car wash. The contribution of traffic-related emissions was lower at the background site (~1 μg/m 3 ).

Suggested Citation

  • Priyanka deSouza & Philip Hopke & Christian L’Orange & Peter C. Ibsen & Carl Green & Brady Graeber & Brendan Cicione & Ruth Mekonnen & Saadhana Purushothama & Patrick L. Kinney & John Volckens, 2025. "Contribution of Traffic Emissions to PM 2.5 Concentrations at Bus Stops in Denver, Colorado," Sustainability, MDPI, vol. 17(17), pages 1-14, August.
  • Handle: RePEc:gam:jsusta:v:17:y:2025:i:17:p:7707-:d:1733553
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    References listed on IDEAS

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    1. Abdulrahman Jbaily & Xiaodan Zhou & Jie Liu & Ting-Hwan Lee & Leila Kamareddine & Stéphane Verguet & Francesca Dominici, 2022. "Air pollution exposure disparities across US population and income groups," Nature, Nature, vol. 601(7892), pages 228-233, January.
    2. Francesca Borghi & Andrea Spinazzè & Giacomo Fanti & Davide Campagnolo & Sabrina Rovelli & Marta Keller & Andrea Cattaneo & Domenico Maria Cavallo, 2020. "Commuters’ Personal Exposure Assessment and Evaluation of Inhaled Dose to Different Atmospheric Pollutants," IJERPH, MDPI, vol. 17(10), pages 1-12, May.
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