Air quality;
North China Plain;
Weather typing;
East Asia Monsoon;
Climate change;
METEOROLOGICAL CONDITIONS;
REGIONAL HAZE;
HONG-KONG;
POLLUTION;
OZONE;
TRANSPORT;
MECHANISM;
EMISSIONS;
AEROSOLS;
MONSOON;
D O I:
10.1016/j.atmosenv.2015.05.063
中图分类号:
X [环境科学、安全科学];
学科分类号:
08 ;
0830 ;
摘要:
Potential relationships between air quality synoptic weather patterns, and the East Asian Monsoon (EAM) over the North China Plain (NCP) were examined during the time period of 1980-2013 using a weather typing technique and ground-based air pollution index (API) data from three cities: Beijing, Tianjin and Shijiazhuang. Using the Kirchhofer method, circulation patterns during the 34-yr study period were classified into 5 categories, which were further used to understand the quantitative relationship between weather and air quality in NCP. The highest API values were associated with a stagnant weather condition when wide-spread stable conditions controlled most part of NCP, while westerly and southerly wind flowed over the northern and eastern part of this region, resulting in both the regional transport and local build-up of air pollutants. Under the continuous control of this weather pattern, API values were found to increase at a rate of 8.5 per day on average. Based on the qualitative and quantitative analysis, a significant correlation was found between the strength of EAM and inter-annual variability of frequencies of the weather patterns. The strengthening of summer/winter monsoon could increase the frequency of occurrence of cyclone/anticyclone related weather patterns. Time series of climate-induced variability in API over the 34 years were reconstructed based on the quantitative relationship between API and predominant weather patterns during 2001-2010. Significant connections between EAM and reconstructed API were found on both the inter-annual and inter-decadal scales. In winter and summer, strengthening/weakening of EAM, which was generally associated with the change of the representative circulation patterns, could improve/worsen air quality in this region. (C) 2015 Elsevier Ltd. All rights reserved.
机构:
Frontier Res Syst Global Change, Kanazawa Ku, Yokohama, Kanagawa 2360001, JapanFrontier Res Syst Global Change, Kanazawa Ku, Yokohama, Kanagawa 2360001, Japan
机构:
Hong Kong Univ Sci & Technol, Dept Chem Engn, Hong Kong, Hong Kong, Peoples R ChinaHong Kong Univ Sci & Technol, Dept Chem Engn, Hong Kong, Hong Kong, Peoples R China
Chan, Chak K.
;
Yao, Xiaohong
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Univ Sci & Technol, Dept Chem Engn, Hong Kong, Hong Kong, Peoples R China
Ocean Univ China, Minist Educ, Key Lab Marine Environm Sci & Ecol, Qingdao 266100, Peoples R ChinaHong Kong Univ Sci & Technol, Dept Chem Engn, Hong Kong, Hong Kong, Peoples R China
机构:
Beijing Univ Technol, Coll Environm & Energy Engn, Beijing 100022, Peoples R ChinaBeijing Univ Technol, Coll Environm & Energy Engn, Beijing 100022, Peoples R China
Chen, Z. H.
;
Cheng, S. Y.
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Univ Technol, Coll Environm & Energy Engn, Beijing 100022, Peoples R ChinaBeijing Univ Technol, Coll Environm & Energy Engn, Beijing 100022, Peoples R China
Cheng, S. Y.
;
Li, J. B.
论文数: 0引用数: 0
h-index: 0
机构:
Univ No British Columbia, Environm Engn Program, Prince George, BC V2N 4Z9, CanadaBeijing Univ Technol, Coll Environm & Energy Engn, Beijing 100022, Peoples R China
Li, J. B.
;
Guo, X. R.
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Univ Technol, Coll Environm & Energy Engn, Beijing 100022, Peoples R ChinaBeijing Univ Technol, Coll Environm & Energy Engn, Beijing 100022, Peoples R China
Guo, X. R.
;
Wang, W. H.
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Univ Technol, Coll Environm & Energy Engn, Beijing 100022, Peoples R ChinaBeijing Univ Technol, Coll Environm & Energy Engn, Beijing 100022, Peoples R China
Wang, W. H.
;
Chen, D. S.
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Univ Technol, Coll Environm & Energy Engn, Beijing 100022, Peoples R ChinaBeijing Univ Technol, Coll Environm & Energy Engn, Beijing 100022, Peoples R China
机构:Hong Kong Polytech Univ, Dept Civil & Struct Engn, Hong Kong, Hong Kong, Peoples R China
Ding, A
;
Wang, T
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Polytech Univ, Dept Civil & Struct Engn, Hong Kong, Hong Kong, Peoples R ChinaHong Kong Polytech Univ, Dept Civil & Struct Engn, Hong Kong, Hong Kong, Peoples R China
Wang, T
;
Zhao, M
论文数: 0引用数: 0
h-index: 0
机构:Hong Kong Polytech Univ, Dept Civil & Struct Engn, Hong Kong, Hong Kong, Peoples R China
Zhao, M
;
Wang, T
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Polytech Univ, Dept Civil & Struct Engn, Hong Kong, Hong Kong, Peoples R ChinaHong Kong Polytech Univ, Dept Civil & Struct Engn, Hong Kong, Hong Kong, Peoples R China
Wang, T
;
Li, ZK
论文数: 0引用数: 0
h-index: 0
机构:Hong Kong Polytech Univ, Dept Civil & Struct Engn, Hong Kong, Hong Kong, Peoples R China
机构:
Hong Kong Polytech Univ, Dept Civil & Struct Engn, Hong Kong, Hong Kong, Peoples R ChinaHong Kong Polytech Univ, Dept Civil & Struct Engn, Hong Kong, Hong Kong, Peoples R China
Ding, A. J.
;
Wang, T.
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Polytech Univ, Dept Civil & Struct Engn, Hong Kong, Hong Kong, Peoples R ChinaHong Kong Polytech Univ, Dept Civil & Struct Engn, Hong Kong, Hong Kong, Peoples R China
Wang, T.
;
Thouret, V.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Toulouse 3, Lab Aerol, UMR 5560, F-31062 Toulouse, FranceHong Kong Polytech Univ, Dept Civil & Struct Engn, Hong Kong, Hong Kong, Peoples R China
Thouret, V.
;
Cammas, J. -P.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Toulouse 3, Lab Aerol, UMR 5560, F-31062 Toulouse, FranceHong Kong Polytech Univ, Dept Civil & Struct Engn, Hong Kong, Hong Kong, Peoples R China
Cammas, J. -P.
;
Nedelec, P.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Toulouse 3, Lab Aerol, UMR 5560, F-31062 Toulouse, FranceHong Kong Polytech Univ, Dept Civil & Struct Engn, Hong Kong, Hong Kong, Peoples R China
机构:
Nanjing Univ, Inst Climate & Global Change Res, Nanjing 210093, Jiangsu, Peoples R China
Nanjing Univ, Sch Atmospher Sci, Nanjing 210093, Jiangsu, Peoples R ChinaNanjing Univ, Inst Climate & Global Change Res, Nanjing 210093, Jiangsu, Peoples R China
Ding, Aijun
;
Wang, Tao
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Polytech Univ, Dept Civil & Environm Engn, Hong Kong, Hong Kong, Peoples R ChinaNanjing Univ, Inst Climate & Global Change Res, Nanjing 210093, Jiangsu, Peoples R China
Wang, Tao
;
Fu, Congbin
论文数: 0引用数: 0
h-index: 0
机构:
Nanjing Univ, Inst Climate & Global Change Res, Nanjing 210093, Jiangsu, Peoples R China
Nanjing Univ, Sch Atmospher Sci, Nanjing 210093, Jiangsu, Peoples R ChinaNanjing Univ, Inst Climate & Global Change Res, Nanjing 210093, Jiangsu, Peoples R China
机构:
Hong Kong Polytech Univ, Dept Civil & Struct Engn, Kowloon, Hong Kong, Peoples R ChinaHong Kong Polytech Univ, Dept Civil & Struct Engn, Kowloon, Hong Kong, Peoples R China
Ding, Aijun
;
Wang, Tao
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Polytech Univ, Dept Civil & Struct Engn, Kowloon, Hong Kong, Peoples R China
Chinese Res Inst Environm Sci, Beijing 100012, Peoples R ChinaHong Kong Polytech Univ, Dept Civil & Struct Engn, Kowloon, Hong Kong, Peoples R China
Wang, Tao
;
Xue, Likun
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Polytech Univ, Dept Civil & Struct Engn, Kowloon, Hong Kong, Peoples R China
Shandong Univ, Environm Res Inst, Jinan 250100, Peoples R ChinaHong Kong Polytech Univ, Dept Civil & Struct Engn, Kowloon, Hong Kong, Peoples R China
Xue, Likun
;
Gao, Jian
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Polytech Univ, Dept Civil & Struct Engn, Kowloon, Hong Kong, Peoples R China
Shandong Univ, Environm Res Inst, Jinan 250100, Peoples R ChinaHong Kong Polytech Univ, Dept Civil & Struct Engn, Kowloon, Hong Kong, Peoples R China
Gao, Jian
;
Stohl, Andreas
论文数: 0引用数: 0
h-index: 0
机构:
Norwegian Inst Air Res, N-2027 Kjeller, NorwayHong Kong Polytech Univ, Dept Civil & Struct Engn, Kowloon, Hong Kong, Peoples R China
Stohl, Andreas
;
Lei, Hengchi
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Atmospher Phys, Beijing 100029, Peoples R ChinaHong Kong Polytech Univ, Dept Civil & Struct Engn, Kowloon, Hong Kong, Peoples R China
Lei, Hengchi
;
Jin, Dezhen
论文数: 0引用数: 0
h-index: 0
机构:
Jilin Prov Meteorol Bur, Weather Modificat Off, Changchun 130062, Jilin, Peoples R ChinaHong Kong Polytech Univ, Dept Civil & Struct Engn, Kowloon, Hong Kong, Peoples R China
Jin, Dezhen
;
Ren, Yu
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Polytech Univ, Dept Civil & Struct Engn, Kowloon, Hong Kong, Peoples R ChinaHong Kong Polytech Univ, Dept Civil & Struct Engn, Kowloon, Hong Kong, Peoples R China
Ren, Yu
;
Wang, Xuezhong
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Res Inst Environm Sci, Beijing 100012, Peoples R ChinaHong Kong Polytech Univ, Dept Civil & Struct Engn, Kowloon, Hong Kong, Peoples R China
Wang, Xuezhong
;
Wei, Xiaolin
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Polytech Univ, Dept Civil & Struct Engn, Kowloon, Hong Kong, Peoples R ChinaHong Kong Polytech Univ, Dept Civil & Struct Engn, Kowloon, Hong Kong, Peoples R China
Wei, Xiaolin
;
Qi, Yanbin
论文数: 0引用数: 0
h-index: 0
机构:
Jilin Prov Meteorol Bur, Weather Modificat Off, Changchun 130062, Jilin, Peoples R ChinaHong Kong Polytech Univ, Dept Civil & Struct Engn, Kowloon, Hong Kong, Peoples R China
Qi, Yanbin
;
Liu, Jian
论文数: 0引用数: 0
h-index: 0
机构:
Jilin Prov Meteorol Bur, Weather Modificat Off, Changchun 130062, Jilin, Peoples R ChinaHong Kong Polytech Univ, Dept Civil & Struct Engn, Kowloon, Hong Kong, Peoples R China
Liu, Jian
;
Zhang, Xiaoqing
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Atmospher Phys, Beijing 100029, Peoples R ChinaHong Kong Polytech Univ, Dept Civil & Struct Engn, Kowloon, Hong Kong, Peoples R China
机构:
Frontier Res Syst Global Change, Kanazawa Ku, Yokohama, Kanagawa 2360001, JapanFrontier Res Syst Global Change, Kanazawa Ku, Yokohama, Kanagawa 2360001, Japan
机构:
Hong Kong Univ Sci & Technol, Dept Chem Engn, Hong Kong, Hong Kong, Peoples R ChinaHong Kong Univ Sci & Technol, Dept Chem Engn, Hong Kong, Hong Kong, Peoples R China
Chan, Chak K.
;
Yao, Xiaohong
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Univ Sci & Technol, Dept Chem Engn, Hong Kong, Hong Kong, Peoples R China
Ocean Univ China, Minist Educ, Key Lab Marine Environm Sci & Ecol, Qingdao 266100, Peoples R ChinaHong Kong Univ Sci & Technol, Dept Chem Engn, Hong Kong, Hong Kong, Peoples R China
机构:
Beijing Univ Technol, Coll Environm & Energy Engn, Beijing 100022, Peoples R ChinaBeijing Univ Technol, Coll Environm & Energy Engn, Beijing 100022, Peoples R China
Chen, Z. H.
;
Cheng, S. Y.
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Univ Technol, Coll Environm & Energy Engn, Beijing 100022, Peoples R ChinaBeijing Univ Technol, Coll Environm & Energy Engn, Beijing 100022, Peoples R China
Cheng, S. Y.
;
Li, J. B.
论文数: 0引用数: 0
h-index: 0
机构:
Univ No British Columbia, Environm Engn Program, Prince George, BC V2N 4Z9, CanadaBeijing Univ Technol, Coll Environm & Energy Engn, Beijing 100022, Peoples R China
Li, J. B.
;
Guo, X. R.
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Univ Technol, Coll Environm & Energy Engn, Beijing 100022, Peoples R ChinaBeijing Univ Technol, Coll Environm & Energy Engn, Beijing 100022, Peoples R China
Guo, X. R.
;
Wang, W. H.
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Univ Technol, Coll Environm & Energy Engn, Beijing 100022, Peoples R ChinaBeijing Univ Technol, Coll Environm & Energy Engn, Beijing 100022, Peoples R China
Wang, W. H.
;
Chen, D. S.
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Univ Technol, Coll Environm & Energy Engn, Beijing 100022, Peoples R ChinaBeijing Univ Technol, Coll Environm & Energy Engn, Beijing 100022, Peoples R China
机构:Hong Kong Polytech Univ, Dept Civil & Struct Engn, Hong Kong, Hong Kong, Peoples R China
Ding, A
;
Wang, T
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Polytech Univ, Dept Civil & Struct Engn, Hong Kong, Hong Kong, Peoples R ChinaHong Kong Polytech Univ, Dept Civil & Struct Engn, Hong Kong, Hong Kong, Peoples R China
Wang, T
;
Zhao, M
论文数: 0引用数: 0
h-index: 0
机构:Hong Kong Polytech Univ, Dept Civil & Struct Engn, Hong Kong, Hong Kong, Peoples R China
Zhao, M
;
Wang, T
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Polytech Univ, Dept Civil & Struct Engn, Hong Kong, Hong Kong, Peoples R ChinaHong Kong Polytech Univ, Dept Civil & Struct Engn, Hong Kong, Hong Kong, Peoples R China
Wang, T
;
Li, ZK
论文数: 0引用数: 0
h-index: 0
机构:Hong Kong Polytech Univ, Dept Civil & Struct Engn, Hong Kong, Hong Kong, Peoples R China
机构:
Hong Kong Polytech Univ, Dept Civil & Struct Engn, Hong Kong, Hong Kong, Peoples R ChinaHong Kong Polytech Univ, Dept Civil & Struct Engn, Hong Kong, Hong Kong, Peoples R China
Ding, A. J.
;
Wang, T.
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Polytech Univ, Dept Civil & Struct Engn, Hong Kong, Hong Kong, Peoples R ChinaHong Kong Polytech Univ, Dept Civil & Struct Engn, Hong Kong, Hong Kong, Peoples R China
Wang, T.
;
Thouret, V.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Toulouse 3, Lab Aerol, UMR 5560, F-31062 Toulouse, FranceHong Kong Polytech Univ, Dept Civil & Struct Engn, Hong Kong, Hong Kong, Peoples R China
Thouret, V.
;
Cammas, J. -P.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Toulouse 3, Lab Aerol, UMR 5560, F-31062 Toulouse, FranceHong Kong Polytech Univ, Dept Civil & Struct Engn, Hong Kong, Hong Kong, Peoples R China
Cammas, J. -P.
;
Nedelec, P.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Toulouse 3, Lab Aerol, UMR 5560, F-31062 Toulouse, FranceHong Kong Polytech Univ, Dept Civil & Struct Engn, Hong Kong, Hong Kong, Peoples R China
机构:
Nanjing Univ, Inst Climate & Global Change Res, Nanjing 210093, Jiangsu, Peoples R China
Nanjing Univ, Sch Atmospher Sci, Nanjing 210093, Jiangsu, Peoples R ChinaNanjing Univ, Inst Climate & Global Change Res, Nanjing 210093, Jiangsu, Peoples R China
Ding, Aijun
;
Wang, Tao
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Polytech Univ, Dept Civil & Environm Engn, Hong Kong, Hong Kong, Peoples R ChinaNanjing Univ, Inst Climate & Global Change Res, Nanjing 210093, Jiangsu, Peoples R China
Wang, Tao
;
Fu, Congbin
论文数: 0引用数: 0
h-index: 0
机构:
Nanjing Univ, Inst Climate & Global Change Res, Nanjing 210093, Jiangsu, Peoples R China
Nanjing Univ, Sch Atmospher Sci, Nanjing 210093, Jiangsu, Peoples R ChinaNanjing Univ, Inst Climate & Global Change Res, Nanjing 210093, Jiangsu, Peoples R China
机构:
Hong Kong Polytech Univ, Dept Civil & Struct Engn, Kowloon, Hong Kong, Peoples R ChinaHong Kong Polytech Univ, Dept Civil & Struct Engn, Kowloon, Hong Kong, Peoples R China
Ding, Aijun
;
Wang, Tao
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Polytech Univ, Dept Civil & Struct Engn, Kowloon, Hong Kong, Peoples R China
Chinese Res Inst Environm Sci, Beijing 100012, Peoples R ChinaHong Kong Polytech Univ, Dept Civil & Struct Engn, Kowloon, Hong Kong, Peoples R China
Wang, Tao
;
Xue, Likun
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Polytech Univ, Dept Civil & Struct Engn, Kowloon, Hong Kong, Peoples R China
Shandong Univ, Environm Res Inst, Jinan 250100, Peoples R ChinaHong Kong Polytech Univ, Dept Civil & Struct Engn, Kowloon, Hong Kong, Peoples R China
Xue, Likun
;
Gao, Jian
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Polytech Univ, Dept Civil & Struct Engn, Kowloon, Hong Kong, Peoples R China
Shandong Univ, Environm Res Inst, Jinan 250100, Peoples R ChinaHong Kong Polytech Univ, Dept Civil & Struct Engn, Kowloon, Hong Kong, Peoples R China
Gao, Jian
;
Stohl, Andreas
论文数: 0引用数: 0
h-index: 0
机构:
Norwegian Inst Air Res, N-2027 Kjeller, NorwayHong Kong Polytech Univ, Dept Civil & Struct Engn, Kowloon, Hong Kong, Peoples R China
Stohl, Andreas
;
Lei, Hengchi
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Atmospher Phys, Beijing 100029, Peoples R ChinaHong Kong Polytech Univ, Dept Civil & Struct Engn, Kowloon, Hong Kong, Peoples R China
Lei, Hengchi
;
Jin, Dezhen
论文数: 0引用数: 0
h-index: 0
机构:
Jilin Prov Meteorol Bur, Weather Modificat Off, Changchun 130062, Jilin, Peoples R ChinaHong Kong Polytech Univ, Dept Civil & Struct Engn, Kowloon, Hong Kong, Peoples R China
Jin, Dezhen
;
Ren, Yu
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Polytech Univ, Dept Civil & Struct Engn, Kowloon, Hong Kong, Peoples R ChinaHong Kong Polytech Univ, Dept Civil & Struct Engn, Kowloon, Hong Kong, Peoples R China
Ren, Yu
;
Wang, Xuezhong
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Res Inst Environm Sci, Beijing 100012, Peoples R ChinaHong Kong Polytech Univ, Dept Civil & Struct Engn, Kowloon, Hong Kong, Peoples R China
Wang, Xuezhong
;
Wei, Xiaolin
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Polytech Univ, Dept Civil & Struct Engn, Kowloon, Hong Kong, Peoples R ChinaHong Kong Polytech Univ, Dept Civil & Struct Engn, Kowloon, Hong Kong, Peoples R China
Wei, Xiaolin
;
Qi, Yanbin
论文数: 0引用数: 0
h-index: 0
机构:
Jilin Prov Meteorol Bur, Weather Modificat Off, Changchun 130062, Jilin, Peoples R ChinaHong Kong Polytech Univ, Dept Civil & Struct Engn, Kowloon, Hong Kong, Peoples R China
Qi, Yanbin
;
Liu, Jian
论文数: 0引用数: 0
h-index: 0
机构:
Jilin Prov Meteorol Bur, Weather Modificat Off, Changchun 130062, Jilin, Peoples R ChinaHong Kong Polytech Univ, Dept Civil & Struct Engn, Kowloon, Hong Kong, Peoples R China
Liu, Jian
;
Zhang, Xiaoqing
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Atmospher Phys, Beijing 100029, Peoples R ChinaHong Kong Polytech Univ, Dept Civil & Struct Engn, Kowloon, Hong Kong, Peoples R China