Analyses of regional pollution and transportation of PM2.5 and ozone in the city clusters of Sichuan Basin, China
Regional PM2.5 and ozone pollution and inter-city transportation in the city clusters of the Sichuan Basin (SB) were revealed using k-means clustering and the HYSPLIT backward trajectory model. The PSCF (potential source contribution function) and CWT (concentration-weighted trajectory) methods also...
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| Published in | Atmospheric pollution research Vol. 10; no. 2; pp. 374 - 385 |
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| Main Authors | , , , , , |
| Format | Journal Article |
| Language | English |
| Published |
Elsevier B.V
01.03.2019
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| Subjects | |
| Online Access | Get full text |
| ISSN | 1309-1042 1309-1042 |
| DOI | 10.1016/j.apr.2018.08.014 |
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| Abstract | Regional PM2.5 and ozone pollution and inter-city transportation in the city clusters of the Sichuan Basin (SB) were revealed using k-means clustering and the HYSPLIT backward trajectory model. The PSCF (potential source contribution function) and CWT (concentration-weighted trajectory) methods also were used to identify potential source regions of PM2.5 and ozone in the basin. The regional PM2.5 pollution was obvious with high levels at western and southern SB, while regional pollution characteristics of ozone were less significant than that of PM2.5 inside the basin. Additionally, PM2.5 was often transported directionally from one city to another city, while regional transportation of ozone was less significant than PM2.5 inside the basin, which may be related to the fact that ozone reacted easily with primary emissions during transportation. The Tibetan Plateau (TP) also may be an important source region of high ozone in the city clusters of Sichuan Basin, especially west part of the basin. The results will provide advice to the government to take measures in improving air quality of SB.
•Regional pollution and transportation were studied in city clusters of Sichuan Basin.•Clustering analysis and HYSPLIT model were used.•Regional pollution characteristic of ozone was less significant than those of PM2.5.•Tibetan Plateau may be an important source region of high ozone in the Basin. |
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| AbstractList | Regional PM2.5 and ozone pollution and inter-city transportation in the city clusters of the Sichuan Basin (SB) were revealed using k-means clustering and the HYSPLIT backward trajectory model. The PSCF (potential source contribution function) and CWT (concentration-weighted trajectory) methods also were used to identify potential source regions of PM2.5 and ozone in the basin. The regional PM2.5 pollution was obvious with high levels at western and southern SB, while regional pollution characteristics of ozone were less significant than that of PM2.5 inside the basin. Additionally, PM2.5 was often transported directionally from one city to another city, while regional transportation of ozone was less significant than PM2.5 inside the basin, which may be related to the fact that ozone reacted easily with primary emissions during transportation. The Tibetan Plateau (TP) also may be an important source region of high ozone in the city clusters of Sichuan Basin, especially west part of the basin. The results will provide advice to the government to take measures in improving air quality of SB.
•Regional pollution and transportation were studied in city clusters of Sichuan Basin.•Clustering analysis and HYSPLIT model were used.•Regional pollution characteristic of ozone was less significant than those of PM2.5.•Tibetan Plateau may be an important source region of high ozone in the Basin. |
| Author | Yu, Ye Dong, Longxiang Zhao, Suping Qin, Dahe Yin, Daiying He, Jianjun |
| Author_xml | – sequence: 1 givenname: Suping surname: Zhao fullname: Zhao, Suping email: zhaosp@lzb.ac.cn organization: Key Laboratory of Land Surface Process and Climate Change in Cold and Arid Regions, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou 730000, China – sequence: 2 givenname: Ye surname: Yu fullname: Yu, Ye organization: Key Laboratory of Land Surface Process and Climate Change in Cold and Arid Regions, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou 730000, China – sequence: 3 givenname: Dahe surname: Qin fullname: Qin, Dahe organization: State Key Laboratory of Cryospheric Sciences, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou 730000, China – sequence: 4 givenname: Daiying surname: Yin fullname: Yin, Daiying organization: Key Laboratory of Desert and Desertification, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou 730000, China – sequence: 5 givenname: Longxiang surname: Dong fullname: Dong, Longxiang organization: Key Laboratory of Land Surface Process and Climate Change in Cold and Arid Regions, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou 730000, China – sequence: 6 givenname: Jianjun surname: He fullname: He, Jianjun organization: State Key Laboratory of Severe Weather & Key Laboratory of Atmospheric Chemistry of CMA, Chinese Academy of Meteorological Sciences, Beijing 100081, China |
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| Keywords | Sichuan Basin Ozone Clustering analysis Regional pollution HYSPLIT PM2.5 |
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