This paper seeks to enhance understanding of the cross-correlation patterns between meteorological factors and pollutants. The observed databases of daily meteorological elements (temperature, humidity and wind speed), as well as pollutants (CO, NOx, PM10 and SO2) levels during 2005-2014, is collected. Based on the database, the cross-correlation test is carried out firstly and the results indicate that cross correlation behaviors exist statistically between them. Then the detrended cross-correlation analysis is performed for further analysis. With a detailed comparison, long-term cross-correlation behaviors are found to be more obvious in rural area. Beside, the influences of meteorological factors on multifractal property for pollutants are investigated. In contrast to humidity and wind speed, the long-term cross correlation behaviors between temperature with pollutants are found to be more evident in both urban and rural areas. Furthermore, the difference of multifractal property for varied pollutants is explored. The strengths of multifractal spectra between meteorological factors with PM10 are strongest while the corresponding values between meteorological factors with SO2 are weakest. These findings successfully illustrate that the multifractal analysis is a useful tool for uncovering the interactive pattern in environmental issues. (C) 2016 Elsevier Ltd. All rights reserved.
机构:
Boston Univ, Ctr Polymer Studies, Boston, MA 02215 USA
Boston Univ, Dept Phys, Boston, MA 02215 USA
Bulgarian Acad Sci, Inst Solid State Phys, BU-1784 Sofia, Bulgaria
Harvard Univ, Sch Med, Boston, MA 02115 USA
Brigham & Womens Hosp, Div Sleep Med, Boston, MA 02115 USAUniv Rijeka, Fac Civil Engn, Rijeka, Croatia
Ivanov, P. Ch.
Stanley, H. E.
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Boston Univ, Ctr Polymer Studies, Boston, MA 02215 USA
Boston Univ, Dept Phys, Boston, MA 02215 USAUniv Rijeka, Fac Civil Engn, Rijeka, Croatia
机构:
Nanjing Normal Univ, Coll Geog Sci, Nanjing 210046, Jiangsu, Peoples R ChinaNanjing Normal Univ, Coll Geog Sci, Nanjing 210046, Jiangsu, Peoples R China
Shen Chen-hua
Li Chao-ling
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Nanjing Normal Univ, Coll Geog Sci, Nanjing 210046, Jiangsu, Peoples R ChinaNanjing Normal Univ, Coll Geog Sci, Nanjing 210046, Jiangsu, Peoples R China
Li Chao-ling
Si Ya-li
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Nanjing Normal Univ, Coll Geog Sci, Nanjing 210046, Jiangsu, Peoples R ChinaNanjing Normal Univ, Coll Geog Sci, Nanjing 210046, Jiangsu, Peoples R China
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Beijing Normal Univ, Sch Environm, State Key Lab Water Environm Simulat, Beijing 100875, Peoples R ChinaBeijing Normal Univ, Sch Environm, State Key Lab Water Environm Simulat, Beijing 100875, Peoples R China
Tian, Guangjin
Qiao, Zhi
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Beijing Normal Univ, Sch Environm, State Key Lab Water Environm Simulat, Beijing 100875, Peoples R ChinaBeijing Normal Univ, Sch Environm, State Key Lab Water Environm Simulat, Beijing 100875, Peoples R China
Qiao, Zhi
Xu, Xinliang
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Chinese Acad Sci, State Key Lab Resources & Environm Informat Syst, Inst Geog Sci & Nat Resources Res, Beijing 100101, Peoples R ChinaBeijing Normal Univ, Sch Environm, State Key Lab Water Environm Simulat, Beijing 100875, Peoples R China
机构:
Indian Inst Trop Meteorol Pune, New Delhi Branch, New Delhi 110060, India
Stockholm Univ, Dept Environm Sci & Analyt Chem, SE-11418 Stockholm, SwedenIndian Inst Trop Meteorol Pune, New Delhi Branch, New Delhi 110060, India
Tiwari, S.
Tunved, P.
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Stockholm Univ, Dept Environm Sci & Analyt Chem, SE-11418 Stockholm, SwedenIndian Inst Trop Meteorol Pune, New Delhi Branch, New Delhi 110060, India
Tunved, P.
Hopke, Philip K.
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Clarkson Univ, Box 5708, Potsdam, NY 13699 USAIndian Inst Trop Meteorol Pune, New Delhi Branch, New Delhi 110060, India
Hopke, Philip K.
Srivastava, A. K.
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Indian Inst Trop Meteorol Pune, New Delhi Branch, New Delhi 110060, IndiaIndian Inst Trop Meteorol Pune, New Delhi Branch, New Delhi 110060, India
Srivastava, A. K.
Bisht, D. S.
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Indian Inst Trop Meteorol Pune, New Delhi Branch, New Delhi 110060, IndiaIndian Inst Trop Meteorol Pune, New Delhi Branch, New Delhi 110060, India
Bisht, D. S.
Pandey, A. K.
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SC Post Grad Coll, Dept Chem, Ballia 277001, UP, IndiaIndian Inst Trop Meteorol Pune, New Delhi Branch, New Delhi 110060, India
机构:
Boston Univ, Ctr Polymer Studies, Boston, MA 02215 USA
Boston Univ, Dept Phys, Boston, MA 02215 USA
Bulgarian Acad Sci, Inst Solid State Phys, BU-1784 Sofia, Bulgaria
Harvard Univ, Sch Med, Boston, MA 02115 USA
Brigham & Womens Hosp, Div Sleep Med, Boston, MA 02115 USAUniv Rijeka, Fac Civil Engn, Rijeka, Croatia
Ivanov, P. Ch.
Stanley, H. E.
论文数: 0引用数: 0
h-index: 0
机构:
Boston Univ, Ctr Polymer Studies, Boston, MA 02215 USA
Boston Univ, Dept Phys, Boston, MA 02215 USAUniv Rijeka, Fac Civil Engn, Rijeka, Croatia
机构:
Nanjing Normal Univ, Coll Geog Sci, Nanjing 210046, Jiangsu, Peoples R ChinaNanjing Normal Univ, Coll Geog Sci, Nanjing 210046, Jiangsu, Peoples R China
Shen Chen-hua
Li Chao-ling
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Nanjing Normal Univ, Coll Geog Sci, Nanjing 210046, Jiangsu, Peoples R ChinaNanjing Normal Univ, Coll Geog Sci, Nanjing 210046, Jiangsu, Peoples R China
Li Chao-ling
Si Ya-li
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Nanjing Normal Univ, Coll Geog Sci, Nanjing 210046, Jiangsu, Peoples R ChinaNanjing Normal Univ, Coll Geog Sci, Nanjing 210046, Jiangsu, Peoples R China
机构:
Beijing Normal Univ, Sch Environm, State Key Lab Water Environm Simulat, Beijing 100875, Peoples R ChinaBeijing Normal Univ, Sch Environm, State Key Lab Water Environm Simulat, Beijing 100875, Peoples R China
Tian, Guangjin
Qiao, Zhi
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h-index: 0
机构:
Beijing Normal Univ, Sch Environm, State Key Lab Water Environm Simulat, Beijing 100875, Peoples R ChinaBeijing Normal Univ, Sch Environm, State Key Lab Water Environm Simulat, Beijing 100875, Peoples R China
Qiao, Zhi
Xu, Xinliang
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h-index: 0
机构:
Chinese Acad Sci, State Key Lab Resources & Environm Informat Syst, Inst Geog Sci & Nat Resources Res, Beijing 100101, Peoples R ChinaBeijing Normal Univ, Sch Environm, State Key Lab Water Environm Simulat, Beijing 100875, Peoples R China
机构:
Indian Inst Trop Meteorol Pune, New Delhi Branch, New Delhi 110060, India
Stockholm Univ, Dept Environm Sci & Analyt Chem, SE-11418 Stockholm, SwedenIndian Inst Trop Meteorol Pune, New Delhi Branch, New Delhi 110060, India
Tiwari, S.
Tunved, P.
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机构:
Stockholm Univ, Dept Environm Sci & Analyt Chem, SE-11418 Stockholm, SwedenIndian Inst Trop Meteorol Pune, New Delhi Branch, New Delhi 110060, India
Tunved, P.
Hopke, Philip K.
论文数: 0引用数: 0
h-index: 0
机构:
Clarkson Univ, Box 5708, Potsdam, NY 13699 USAIndian Inst Trop Meteorol Pune, New Delhi Branch, New Delhi 110060, India
Hopke, Philip K.
Srivastava, A. K.
论文数: 0引用数: 0
h-index: 0
机构:
Indian Inst Trop Meteorol Pune, New Delhi Branch, New Delhi 110060, IndiaIndian Inst Trop Meteorol Pune, New Delhi Branch, New Delhi 110060, India
Srivastava, A. K.
Bisht, D. S.
论文数: 0引用数: 0
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机构:
Indian Inst Trop Meteorol Pune, New Delhi Branch, New Delhi 110060, IndiaIndian Inst Trop Meteorol Pune, New Delhi Branch, New Delhi 110060, India
Bisht, D. S.
Pandey, A. K.
论文数: 0引用数: 0
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机构:
SC Post Grad Coll, Dept Chem, Ballia 277001, UP, IndiaIndian Inst Trop Meteorol Pune, New Delhi Branch, New Delhi 110060, India