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Use of Satellite Observations for Long-Term Exposure Assessment of Global Concentrations of Fine Particulate Matter van Donkelaar, Aaron; Martin, Randall V.; Brauer, Michael (Of University of British Columbia); Boys, Brian L.
Abstract
Background: More than a decade of satellite observations offers global information about the trend and magnitude of human exposure to fine particulate matter (PM₂.₅). Objective: In this study, we developed improved global exposure estimates of ambient PM₂.₅ mass and trend using PM₂.₅ concentrations inferred from multiple satellite instruments. Methods: We combined three satellite-derived PM₂.₅ sources to produce global PM₂.₅ estimates at about 10 km × 10 km from 1998 through 2012. For each source, we related total column retrievals of aerosol optical depth to near-ground PM₂.₅ using the GEOS–Chem chemical transport model to represent local aerosol optical properties and vertical profiles. We collected 210 global groundbased PM₂.₅ observations from the literature to evaluate our satellite-based estimates with values measured in areas other than North America and Europe. Results: We estimated that global population-weighted ambient PM₂.₅ concentrations increased 0.55 μg/m³/year (95% CI: 0.43, 0.67) (2.1%/year; 95% CI: 1.6, 2.6) from 1998 through 2012. Increasing PM₂.₅ in some developing regions drove this global change, despite decreasing PM₂.₅ in some developed regions. The estimated proportion of the population of East Asia living above the World Health Organization (WHO) Interim Target-1 of 35 μg/m³ increased from 51% in 1998–2000 to 70% in 2010–2012. In contrast, the North American proportion above the WHO Air Quality Guideline of 10 μg/m³ fell from 62% in 1998–2000 to 19% in 2010–2012. We found significant agreement between satellite-derived estimates and ground-based measurements outside North America and Europe (r = 0.81; n = 210; slope = 0.68). The low bias in satellite-derived estimates suggests that true global concentrations could be even greater. Conclusions: Satellite observations provide insight into global long-term changes in ambient PM₂.₅ concentrations. Satellite-derived estimates and ground-based PM₂.₅ observations from this study are available for public use.
Item Metadata
Title |
Use of Satellite Observations for Long-Term Exposure Assessment of Global Concentrations of Fine Particulate Matter
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Creator | |
Date Issued |
2015-02
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Description |
Background: More than a decade of satellite observations offers global information about the
trend and magnitude of human exposure to fine particulate matter (PM₂.₅).
Objective: In this study, we developed improved global exposure estimates of ambient PM₂.₅ mass
and trend using PM₂.₅ concentrations inferred from multiple satellite instruments.
Methods: We combined three satellite-derived PM₂.₅ sources to produce global PM₂.₅ estimates at
about 10 km × 10 km from 1998 through 2012. For each source, we related total column retrievals
of aerosol optical depth to near-ground PM₂.₅ using the GEOS–Chem chemical transport model
to represent local aerosol optical properties and vertical profiles. We collected 210 global groundbased
PM₂.₅ observations from the literature to evaluate our satellite-based estimates with values
measured in areas other than North America and Europe.
Results: We estimated that global population-weighted ambient PM₂.₅ concentrations increased
0.55 μg/m³/year (95% CI: 0.43, 0.67) (2.1%/year; 95% CI: 1.6, 2.6) from 1998 through 2012.
Increasing PM₂.₅ in some developing regions drove this global change, despite decreasing PM₂.₅
in some developed regions. The estimated proportion of the population of East Asia living above
the World Health Organization (WHO) Interim Target-1 of 35 μg/m³ increased from 51% in
1998–2000 to 70% in 2010–2012. In contrast, the North American proportion above the WHO
Air Quality Guideline of 10 μg/m³ fell from 62% in 1998–2000 to 19% in 2010–2012. We found
significant agreement between satellite-derived estimates and ground-based measurements outside
North America and Europe (r = 0.81; n = 210; slope = 0.68). The low bias in satellite-derived
estimates suggests that true global concentrations could be even greater.
Conclusions: Satellite observations provide insight into global long-term changes in ambient
PM₂.₅ concentrations. Satellite-derived estimates and ground-based PM₂.₅ observations from this
study are available for public use.
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Genre | |
Type | |
Language |
eng
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Date Available |
2015-10-24
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Provider |
Vancouver : University of British Columbia Library
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Rights |
Attribution-NonCommercial-NoDerivs 2.5 Canada
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DOI |
10.14288/1.0074720
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URI | |
Affiliation | |
Citation |
van Donkelaar, Martin, Brauer, & Boys. (2014). Use of satellite observations for long-term exposure assessment of global concentrations of fine particulate matter. Environmental Health Perspectives
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Publisher DOI |
10.1289/ehp.1408646
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Peer Review Status |
Reviewed
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Scholarly Level |
Faculty
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Copyright Holder |
Environmental Health Perspectives
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Rights URI | |
Aggregated Source Repository |
DSpace
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Rights
Attribution-NonCommercial-NoDerivs 2.5 Canada