4 research outputs found
Identifying potential exposure reduction priorities using regional rankings based on emissions of known and suspected carcinogens to outdoor air in Canada
Background: Emissions inventories aid in understanding the sources of hazardous air pollutants and how these vary regionally, supporting targeted reduction actions. Integrating information on the relative toxicity of emitted pollutants with respect to cancer in humans helps to further refine reduction actions or recommendations, but few national programs exist in North America that use emissions estimates in this way. The CAREX Canada Emissions Mapping Project provides key regional indicators of emissions (total annual and total annual toxic equivalent, circa 2011) of 21 selected known and suspected carcinogens.
Methods: The indicators were calculated from industrial emissions reported to the National Pollutant Release Inventory (NPRI) and estimates of emissions from transportation (airports, trains, and car and truck traffic) and residential heating (oil, gas and wood), in conjunction with human toxicity potential factors. We also include substance-specific annual emissions in toxic equivalent kilograms and annual emissions in kilograms, to allow for ranking substances within any region.
Results: For provinces and territories in Canada, the indicators suggest the top five substances contributing to the total toxic equivalent emissions in any region could be prioritized for further investigation. Residents of Quebec and New Brunswick may be more at risk of exposure to industrial emissions than those in other regions, suggesting that a more detailed study of exposure to industrial emissions in these provinces is warranted. Residential wood smoke may be an important emission to control, particularly in the north and eastern regions of Canada. Residential oil and gas heating, along with rail emissions contribute little to regional emissions and therefore may not be an immediate regional priority.
Conclusions: The developed indicators support the identification of pollutants and sources for additional investigation when planning exposure reduction actions among Canadian provinces and territories, but have important limitations similar to other emissions inventory-based tools. Additional research is required to evaluate how the Emissions Mapping Project is used by different groups and organizations with respect to informing actions aimed at reducing Canadians’ potential exposure to harmful air pollutants
Creating National Air Pollution Models for Population Exposure Assessment in Canada
Background: Population exposure assessment methods that capture local-scale pollutant variability
are needed for large-scale epidemiological studies and surveillance, policy, and regulatory purposes.
Currently, such exposure methods are limited.
Methods: We created 2006 national pollutant models for fine particulate matter [PM with
aerodynamic
diameter ≤ 2.5 μm (PM₂.₅)], nitrogen dioxide (NO₂), benzene, ethylbenzene, and
1,3‑butadiene from routinely collected fixed-site monitoring data in Canada. In multiple regression
models, we incorporated satellite estimates and geographic predictor variables to capture background
and regional pollutant variation and used deterministic gradients to capture local-scale variation.
The national NOâ‚‚ and benzene models are evaluated with independent measurements from
previous land use regression models that were conducted in seven Canadian cities. National models
are applied to census block-face points, each of which represents the location of approximately 89
individuals, to produce estimates of population exposure.
Results: The national NOâ‚‚ model explained 73% of the variability in fixed-site monitor concentrations,
PMâ‚‚.â‚… 46%, benzene 62%, ethylbenzene 67%, and 1,3-butadiene 68%. The NOâ‚‚ model
predicted, on average, 43% of the within-city variability in the independent NOâ‚‚ data compared
with 18% when using inverse distance weighting of fixed-site monitoring data. Benzene models
performed poorly in predicting within-city benzene variability. Based on our national models, we
estimated Canadian ambient annual average population-weighted exposures (in micrograms per
cubic meter) of 8.39 for PMâ‚‚.â‚…, 23.37 for NOâ‚‚, 1.04 for benzene, 0.63 for ethylbenzene, and 0.09
for 1,3-butadiene.
Conclusions: The national pollutant models created here improve exposure assessment compared
with traditional monitor-based approaches by capturing both regional and local-scale pollution
variation. Applying national models to routinely collected population location data can extend land
use modeling techniques to population exposure assessment and to informing surveillance, policy,
and regulation.Arts, Faculty ofEnvironmental Health (SOEH), School ofGeography, Department ofPopulation and Public Health (SPPH), School ofNon UBCMedicine, Faculty ofReviewedFacult
Additional file 1: of Identifying potential exposure reduction priorities using regional rankings based on emissions of known and suspected carcinogens to outdoor air in Canada
EMP methods report 2011 final. (PDF 1205 kb
Identifying potential exposure reduction priorities using regional rankings based on emissions of known and suspected carcinogens to outdoor air in Canada
BACKGROUND: Emissions inventories aid in understanding the sources of hazardous air pollutants and how these vary regionally, supporting targeted reduction actions. Integrating information on the relative toxicity of emitted pollutants with respect to cancer in humans helps to further refine reduction actions or recommendations, but few national programs exist in North America that use emissions estimates in this way. The CAREX Canada Emissions Mapping Project provides key regional indicators of emissions (total annual and total annual toxic equivalent, circa 2011) of 21 selected known and suspected carcinogens. METHODS: The indicators were calculated from industrial emissions reported to the National Pollutant Release Inventory (NPRI) and estimates of emissions from transportation (airports, trains, and car and truck traffic) and residential heating (oil, gas and wood), in conjunction with human toxicity potential factors. We also include substance-specific annual emissions in toxic equivalent kilograms and annual emissions in kilograms, to allow for ranking substances within any region. RESULTS: For provinces and territories in Canada, the indicators suggest the top five substances contributing to the total toxic equivalent emissions in any region could be prioritized for further investigation. Residents of Quebec and New Brunswick may be more at risk of exposure to industrial emissions than those in other regions, suggesting that a more detailed study of exposure to industrial emissions in these provinces is warranted. Residential wood smoke may be an important emission to control, particularly in the north and eastern regions of Canada. Residential oil and gas heating, along with rail emissions contribute little to regional emissions and therefore may not be an immediate regional priority. CONCLUSIONS: The developed indicators support the identification of pollutants and sources for additional investigation when planning exposure reduction actions among Canadian provinces and territories, but have important limitations similar to other emissions inventory-based tools. Additional research is required to evaluate how the Emissions Mapping Project is used by different groups and organizations with respect to informing actions aimed at reducing Canadians’ potential exposure to harmful air pollutants. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12940-015-0055-2) contains supplementary material, which is available to authorized users