RESOURCES AND ENVIRONMENT IN THE YANGTZE BASIN >> 2018, Vol. 27 >> Issue (09): 2142-2152.doi: 10.11870/cjlyzyyhj201809024

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Study on SpatioTemporal Relationship Between PM2.5 and Urbanization Based on Remote Sensing Data——A Case Study of ChengduChongqing Urban Agglomeration

WU Lang, ZHOU Tinggang, WEN Li, LIU Xiaolu, ZHU Xiaobo   

  1. (1.School of Geographical Sciences, Southwest University, Chongqing 400715,China; 2.Chongqing Engineering
    Research Center for Remote Sensing Big Data Application,Chongqing 400715,China)
  • Online:2018-09-20 Published:2018-11-09

Abstract: Using PM2.5 data from 1998 to 2013 that is inversed from satellite remote sensing images, and employing the methods in geospatial analysis, geographical weighted regression(GWR) and geographic detectors, this paper analyzes the relationship between urbanization and PM2.5 in ChengduChongqing urban agglomeration. The results shows as follows: (1) From 1998 to 2013, the urbanization of ChengduChongqing urban agglomeration has been rapid, and the PM2.5 average value in urban area is obviously higher than that in nonurban area, which indicates that urbanization has certain influence on PM2.5; (2) In recent 16 years, the center of gravity of PM2.5 and the city both generally move toward southeast, and their annual fluctuations in the longitude is basically opposite; (3) The nighttime light data has a good consistency with PM2.5 in the spatial distribution in ChengduChongqing urban agglomeration, and the global R2 of GWR is between 0.86-0.95. The urbanization and human activities in the study area have a significant impact on the distribution of PM2.5; (4) Geographical detection analysis shows that different urbanization factors account for PM2.5 concentration. From 2006 to 2013, the density of urban population and greening coverage of builtup areas have gradually become the main factors affecting the PM2.5 distribution in ChengduChongqing urban agglomeration.

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