title: An examination of population exposure to traffic related air pollution: Comparing spatially and temporally resolved estimates against long-term average exposures at the home location.
abstract: Air pollution in metropolitan areas is mainly caused by traffic emissions. This study presents the development of a model chain consisting of a transportation model, an emissions model, and atmospheric dispersion model, applied to dynamically evaluate individuals' exposure to air pollution by intersecting daily trajectories of individuals and hourly spatial variations of air pollution across the study domain. This dynamic approach is implemented in Montreal, Canada to highlight the advantages of the method for exposure analysis. The results for nitrogen dioxide (NO2), a marker of traffic related air pollution, reveal significant differences when relying on spatially and temporally resolved concentrations combined with individuals' daily trajectories compared to a long-term average NO2 concentration at the home location. We observe that NO2 exposures based on trips and activity locations visited throughout the day were often more elevated than daily NO2 concentrations at the home location. The percentage of all individuals with a lower 24-hour daily average at home compared to their 24-hour mobility exposure is 89.6%, of which 31% of individuals increase their exposure by more than 10% by leaving the home. On average, individuals increased their exposure by 23-44% while commuting and conducting activities out of home (compared to the daily concentration at home), regardless of air quality at their home location. We conclude that our proposed dynamic modelling approach significantly improves the results of traditional methods that rely on a long-term average concentration at the home location and we shed light on the importance of using individual daily trajectories to understand exposure.
authors.affiliation: Department of Civil Engineering and Applied Mechanics, McGill University, 817 Sherbrooke St. W., Room 492, Montréal, Québec H3A 2K6, Canada.
authors.forename: Maryam
authors.initials: M
authors.lastname: Shekarrizfard
authors.affiliation: Department of Civil Engineering and Applied Mechanics, McGill University, 817 Sherbrooke St. W., Room 492, Montréal, Québec H3A 2K6, Canada.
authors.forename: Ahmadreza
authors.initials: A
authors.lastname: Faghih-Imani
authors.affiliation: Civil Engineering, University of Toronto, 35 St George Street, Toronto ON M5S 1A4, Canada.
authors.forename: Marianne
authors.initials: M
authors.lastname: Hatzopoulou
mesh_terms: D000397:Air Pollution / Q000706:statistics & numerical data*; D004781:Environmental Exposure / Q000032:analysis*; D006801:Humans; D008962:Models, Theoretical; D009585:Nitrogen Dioxide; D012111:Residence Characteristics; D001335:Vehicle Emissions
chemical_list: D001335:Vehicle Emissions; D009585:Nitrogen Dioxide
keywords: Air pollution; Dynamic; Exposure; Mobility; Nitrogen dioxide (NO(2)); Traffic emissions