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Source apportionment of exposure to toxic volatile organic compounds using positive matrix factorization
M J Anderson1, S L Miller, J B Milford
1Department of Civil, Architectural and Environmental Engineering, The University of Colorado at Boulder, Boulder, Colorado 80309, USA.
Journal of Exposure Analysis and Environmental Epidemiology
|September 26, 2001
Summary
This study analyzed toxic volatile organic compounds (VOCs) in New Jersey and California. Major sources identified for personal exposure included automobile exhaust, gasoline vapor, and environmental tobacco smoke.
Area of Science:
- Environmental Health
- Air Quality Science
- Toxicology
Background:
- Volatile organic compounds (VOCs) pose significant health risks.
- Understanding sources of toxic VOCs is crucial for exposure assessment.
- Previous studies have not fully differentiated personal exposure sources from outdoor concentrations.
Purpose of the Study:
- To identify and quantify sources of toxic volatile organic compounds (VOCs) in indoor and outdoor environments.
- To compare personal exposure to VOCs with ambient air concentrations.
- To investigate the relationship between participant activity patterns and estimated VOC source contributions.
Main Methods:
- Analysis of data from the Total Exposure Assessment Methodology (TEAM) studies and the California Indoor Exposure study.
- Application of positive matrix factorization (PMF) for source apportionment.
- Regression analysis to determine factor contributions to total exposure.
Main Results:
- Identified major sources of toxic VOCs for personal exposure in NJ and CA as aromatic sources (e.g., automobile exhaust, gasoline vapor, environmental tobacco smoke).
- Identified major sources of toxic VOCs for outdoor concentrations as automobile exhaust and gasoline vapors.
- Demonstrated the utility of comparing personal exposure and outdoor concentrations to understand exposure pathways.
Conclusions:
- Aromatic sources, including traffic and combustion-related emissions, are significant contributors to personal VOC exposure.
- Distinguishing between personal exposure sources and outdoor air quality is essential for accurate risk assessment.
- Activity-based analysis can help validate source apportionment findings for VOCs.