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author:

Luo, M. (Luo, M..) [1] | Chen, C. (Chen, C..) [2]

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Scopus

Abstract:

This study investigates the potential sources and transport pathways of PM2.5 in Shanghai, China from January 2013 to December 2014 by using the Hybrid Single-Particle Lagrangian Integrated Trajectory (HYSPLIT) modeling, K-means clustering, and concentration-weighted trajectory (CWT) analysis methods. Six transportation pathways that contribute to PM2.5 in Shanghai were identified by trajectory clustering. The primary potential pathway originated from the nearby northwestern regions, including Hebei, Henan, Shandong, Jiangsu, and Anhui, which mainly affect PM2.5 in winter and spring. The second primary potential pathway originated from northern and north-western regions, such as Mongolia. The lowest PM2.5 concentrations were found in the southern pathway with clean marine air masses from the South China Sea and Pacific Ocean in summer. The CWT method also identified the primary potential sources on the basis of the trajectory clustering results. © 2015 IEEE.

Keyword:

Air pollution; Backward trajectory; Concentration-weighted trajectory analysis; HYSPLIT; K-means clustering; PM2.5; Potential source

Community:

  • [ 1 ] [Luo, M.]Institute of Environment, Energy and Sustainability, Chinese University of Hong Kong, Hong Kong, Hong Kong
  • [ 2 ] [Luo, M.]National Engineering Research Center of Geospatial Information Technology, Fuzhou University, Fuzhou, China
  • [ 3 ] [Chen, C.]Institute of Environment, Energy and Sustainability, Chinese University of Hong Kong, Hong Kong, Hong Kong

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Source :

ICSDM 2015 - Proceedings 2015 2nd IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services

Year: 2015

Page: 104-107

Language: English

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ESI Highly Cited Papers on the List: 0 Unfold All

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Chinese Cited Count:

30 Days PV: 1

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