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BME Estimation of Residential Exposure to Ambient PM 10 and Ozone at Multiple Time Scales
Author(s) -
HwaLung Yu,
JiuChiuan Chen,
George Christakos,
Michael Jerrett
Publication year - 2008
Publication title -
environmental health perspectives
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 2.257
H-Index - 282
eISSN - 1552-9924
pISSN - 0091-6765
DOI - 10.1289/ehp.0800089
Subject(s) - estimation , environmental science , computer science , kriging , statistics , machine learning , mathematics , management , economics
Long-term human exposure to ambient pollutants can be an important contributing or etiologic factor of many chronic diseases. Spatiotemporal estimation (mapping) of long-term exposure at residential areas based on field observations recorded in the U.S. Environmental Protection Agency's Air Quality System often suffer from missing data issues due to the scarce monitoring network across space and the inconsistent recording periods at different monitors.

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