Journal of Shandong University(Engineering Science) ›› 2021, Vol. 51 ›› Issue (1): 128-134.doi: 10.6040/j.issn.1672-3961.0.2020.211

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Impact analysis of road traffic on urban air quality in congested environment

FENG Haixia1,2, WANG Qi2, YANG Licai1*, KOU Junying3, XIE Qingmin3, ZHAO Junxue3, MENG Xianglu4, WANG Yanfeng4   

  1. 1. School of Control Science and Engineering, Shandong University, Jinan 250100, Shandong, China;
    2. School of Transportation and Logistics Engineering, Shandong Jiaotong University, Jinan 250023, Shandong, China;
    3.Traffic Management Bureau, Shandong Public Security Bureau, Jinan 250000, Shandong, China;
    4. Highway Traffic Police Detachment, Jinan Public Security Bureau, Jinan 250000, Shandong, China
  • Published:2021-03-01

Abstract: Focusing on research hot issues of traffic congestion, haze(air quality), and the main urban area of Jinan taken as an example, the paper quantitatively analyzed the impact of peak congestion delay index and traffic operation index on urban air quality. Combining with satellite retrieval of aerosol optical depth(AOD ), the impact of road traffic on air quality in congestion environment was quantitatively analyzed based on geographical weighted regression model. The results showed that there was a strong correlation between the peak congestion delay index and the air quality index. The traffic operation had great influence on air quality. Geographically weighted regression(GWR)refined local spatial features. Under traffic congestion conditions, the road area occupancy rate had the greatest impact on air quality in the region. The paper had certain guiding significance for traffic planning and provided support for traffic planning and control.

Key words: traffic congestion, road, urban air quality, remote sensing retrieving, air quality index

CLC Number: 

  • U12
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