Contribution of Traffic Emissions to PM2.5 Concentrations at Bus Stops in Denver, Colorado

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 PM2.5 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 PM2.5 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/m3) and secondary organics (~3–5 μg/m3) contributed to PM2.5 at the bus stops in our dataset. The highest traffic-related emissions-derived PM2.5 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/m3).

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Publication Details

Journal
Sustainability
Published
2025-08-27
DOI
https://doi.org/10.3390/su17177707
Citations
1
Primary Topic
Vehicle emissions and performance
Type
article
Field-Weighted Citation Impact
0.68

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article

Contribution of Traffic Emissions to PM2.5 Concentrations at Bus Stops in Denver, Colorado

C. J. Green, John Volckens, Shobha Purushothama, Christian L’Orange et al.
1 citations
Sustainability
Vehicle emissions and performance
0.68
article

Contribution of Traffic Emissions to PM2.5 Concentrations at Bus Stops in Denver, Colorado

C. J. Green, John Volckens, Shobha Purushothama, Christian L’Orange, Patrick L. Kinney, Peter C. Ibsen, Priyanka deSouza, Philip Karl Hopke, Brady Graeber, Brendan Cicione, Ruth Mekonnen
article en
1 citations

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 PM2.5 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 PM2.5 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/m3) and secondary organics (~3–5 μg/m3) contributed to PM2.5 at the bus stops in our dataset. The highest traffic-related emissions-derived PM2.5 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/m3).

SustainabilityVol. 17(17)
Boston University (US), United States Department of Transportation (US), United States Geological Survey (US), University of Denver (US), Clarkson University (US), University of Colorado Boulder (US), Great Lakes Science Center (US), University of Colorado System (US), University of Rochester (US), Colorado State University (US)
National Aeronautics and Space Administration
Openalex Percentile: Top 26%
Vehicle emissions and performance
0.68
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