标题:Estimation of PM10 concentration changes in Shanxi province using MODIS satellite data
作者:Li, Hui ;Liu, Bing ;Liu, Huiyuan ;Wang, Yacheng ;Jia, Wei
通讯作者:Liu, Bing
作者机构:[Li, Hui ;Liu, Bing ;Jia, Wei ] College of Mapping Science and Engineering, Shandong University of Science and Technology, Qingdao; 266510, China;[Wan 更多
会议名称:2018 1st International Conference on Environment Prevention and Pollution Control Technology, EPPCT 2018
会议日期:November 9, 2018 - November 11, 2018
来源:IOP Conference Series: Earth and Environmental Science
出版年:2018
卷:199
期:3
DOI:10.1088/1755-1315/199/3/032078
摘要:In view of the difficulty in monitoring the concentration and distribution of large-scale regional indicators, firstly, this paper uses the deep blue algorithm to invert the aerosol optical thickness of Shanxi province in 2016. Secondly, this paper uses the results of the inversion to establish the correlation regression analysis with the PM10 mass concentration data obtained from the monitoring station obtained by the China National Environmental Monitoring Center. Then, by analyzing this model, this paper inverts the concentration and distribution characteristics of PM10 in a wide range of regions, and finally obtains the distribution characteristics of PM10 concentration in the survey area. The results show that the correlation coefficient of the regression analysis model established in this paper reaches 0.804, and the data shows a good consistency in the trend of change. This model is used to inverse large area PM10 concentration. It helps to quickly and efficiently obtain the distribution characteristics of PM10 mass concentration in this area. This will provide effective help for related research such as environmental pollution control.
© Published under licence by IOP Publishing Ltd.
收录类别:EI
资源类型:会议论文
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