Verification Relationship between Vehicle Data and Air Pollution Index ...
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Verification Relationship between Vehicle Data and Air Pollution Index ...
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Verification Relationship between Vehicle Data and Air Pollution Index Using Muti-linear Regression Modeling 1
Cheng-Pin Kuo , Kun-Wen Lin
SimEnvi
2
1. Environmental Simulation Co. Ltd., Taipei, Taiwan 2. Department of Environmental and Occupational Health Sciences, University of Washington, U.S.A
Abstract ●
Introduction Previous studies pointed out that vehicle emission is related to adverse health effects. Relationship between vehicle data (e.g. vehicle speed ) and air quality data was little examined in previous studies.
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Objectives Investigation of relationship between highway vehicle emission and air quality data from AQMS (Air Quality Monitoring Site) near the highway
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Method Datasets ◆ A total of 3110 vehicle detectors (VD) datasets on Taiwan Nation Freeway (each data was recorded by 5 mins). ◆ One-year air monitoring data from 10 AQMSs near within 1 km from highway. Multi-linear regression models (MLR)
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Results and Discussion Air quality was correlated significantly with vehicle counts (p
