Insights into Elemental Composition and Sources of Fine and Coarse Particulate Matter in Dense Traffic Areas in Toronto and Vancouver, Canada
Valbona Celo, Mahmoud M. Yassine, Ewa Dąbek-Złotorzyńska · 2021 · 47 citationsRead the paper
Traffic is a significant pollution source in cities and has caused various health and environmental concerns worldwide. Therefore, an improved understanding of traffic impacts on particle concentrations and their components could help mitigate air pollution. In this study, the characteristics and sources of trace elements in PM2.5 (fine), and PM10-2.5 (coarse), were investigated in dense traffic areas in Toronto and Vancouver, Canada, from 2015–2017. At nearby urban background sites, 24-h integrated PM samples were also concurrently collected. The PM2.5 and PM10-2.5 masses, and a number of elements (i.e., Fe, Ba, Cu, Sb, Zn, Cr), showed clear increases at each near-road site, related to the traffic emissions resulting from resuspension and/or abrasion sources. The trace elements showed a clear partitioning trend between PM2.5 and PM10-2.5, thus reflecting the origin of some of these elements. The application of positive matrix factorization (PMF) to the combined fine and coarse metal data (86 total), with 24 observations at each site, was used to determine the contribution of different sources to the total metal concentrations in fine and coarse PM. Four major sources were identified by the PMF model, including two traffic non-exhaust (crustal/road dust, brake/tire wear) sources, along with regional and local industrial sources. Source apportionment indicated that the resuspended crustal/road dust factor was the dominant contributor to the total coarse-bound trace element (i.e., Fe, Ti, Ba, Cu, Zn, Sb, Cr) concentrations produced by vehicular exhaust and non-exhaust traffic-related processes that have been deposited onto the surface. The second non-exhaust factor related to brake/tire wear abrasion accounted for a considerable portion of the fine and coarse elemental (i.e., Ba, Fe, Cu, Zn, Sb) mass at both near-road sites. Regional and local industry contributed mostly to the fine elemental (i.e., S, As, Se, Cd, Pb) concentrations. Overall, the results show that non-exhaust traffic-related processes were major contributors to the various redox-active metal species (i.e., Fe, Cu) in both PM fractions. In addition, a substantial proportion of these metals in PM2.5 was water-soluble, which is an important contributor to the formation of reactive oxygen species and, thus, may lead to oxidative damage to cells in the human body. It appears that controlling traffic non-exhaust-related metals emissions, in the absence of significant point sources in the area, could have a pronounced effect on the redox activity of PM, with broad implications for the protection of public health.
What the full text shows
Tested in real conditions- Resuspended crustal/road dust is the dominant contributor to coarse-bound trace element concentrations. — 72–83% of CPM trace elements (Near-road sites in Toronto and Vancouver)
- Brake/tire wear abrasion contributes significantly to fine elemental mass. — 28% at NR-VAN and 31% at NR-TOR of FPM element concentrations (Near-road sites)
- Brake/tire wear abrasion contributes to coarse elemental mass. — 23% at NR-VAN and 13% at NR-TOR of CPM element concentrations (Near-road sites)
- Weekday traffic increases particle mass concentrations compared to weekends. — ~32% increase in PM2.5 and ~42% increase in PM10-2.5 (NR-TOR site)
- Heavy oil combustion and oil refining contribute to fine-metal concentrations in Vancouver. — ~6% (~40 ng m-3) of FPM (NR-VAN site)
- Water-solubility of trace elements varies by species. — Cd and Zn >80%; Fe <20%; brake-wear metals (Cu, Ba, Sb) 40–70% (PM2.5 at both near-road sites)
- Setup
- Samples collected from 2015–2017 at near-road (NR) and urban background (BG) sites in Toronto and Vancouver; PMF used 86 total samples (43 fine, 43 coarse) per site.
- How
- Collected 24-h integrated PM samples using dichotomous and sequential speciation samplers. Analyzed elements via X-ray fluorescence (XRF) and inductively-coupled plasma mass spectrometry (ICP-MS), and applied Positive Matrix Factorization (PMF) for source apportionment.
- Limitations
- Small sample size for PMF analysis (below standard rule of thumb) · Assumption that elemental profiles of sources do not vary between PM fractions
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