Self-organized criticality of air pollution

被引:43
作者
Shi, Kai [1 ]
Liu, Chun-Qiong [1 ]
机构
[1] Jishou Univ, Coll Biol & Environm Sci, Jishou 416000, Hunan, Peoples R China
关键词
Air pollution; Power-law distribution; Self-organized criticality; Sandpile model; POWER-LAW DISTRIBUTION; TIME-SERIES; MODEL; PERSISTENCE; TRENDS;
D O I
10.1016/j.atmosenv.2009.04.013
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
In this work, we investigate the frequency-size distribution of three pollution indexes (PM10, NO2 and SO2) in Shanghai. They are well approximated by power-law distributions, which suggest that air pollution might be a manifestation of self-organized criticality. We introduce a new numerical sandpile model with decay coefficient to reveal inherent dynamic mechanism of air pollution. Only changing the number value of decay coefficient of pollutants, this model gives a good simulation of three Pollutants' statistical characteristic. This work shows that it is the self-organized criticality of the air Pollutants that results in the temporal variation of air Pollutant indexes and the minor air pollution sources can trigger the occurrence of large pollutant events by SOC behavior. (C) 2009 Elsevier Ltd. All rights reserved
引用
收藏
页码:3301 / 3304
页数:4
相关论文
共 35 条
[1]   Power-Law distribution of the World Wide Web [J].
Adamic, LA ;
Huberman, BA ;
Barabási, AL ;
Albert, R ;
Jeong, H ;
Bianconi, G .
SCIENCE, 2000, 287 (5461)
[2]   A sandpile model for the distribution of rainfall? [J].
Aegerter, CM .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2003, 319 :1-10
[3]   Modeling anthropogenic trends in air quality data [J].
Anh, V ;
Duc, H ;
Azzi, M .
JOURNAL OF THE AIR & WASTE MANAGEMENT ASSOCIATION, 1997, 47 (01) :66-71
[4]   Estimation of multifractal parameters in traffic measurement: An accuracy-based real-time approach [J].
Atzori, Luigi ;
Aste, Nicola ;
Isola, Mauro .
COMPUTER COMMUNICATIONS, 2006, 29 (11) :1879-1888
[5]   SELF-ORGANIZED CRITICALITY - AN EXPLANATION OF 1/F NOISE [J].
BAK, P ;
TANG, C ;
WIESENFELD, K .
PHYSICAL REVIEW LETTERS, 1987, 59 (04) :381-384
[6]   Emergence of scaling in random networks [J].
Barabási, AL ;
Albert, R .
SCIENCE, 1999, 286 (5439) :509-512
[7]   MECHANICAL MODEL OF AN EARTHQUAKE FAULT [J].
CARLSON, JM ;
LANGER, JS .
PHYSICAL REVIEW A, 1989, 40 (11) :6470-6484
[8]   Energy constrained sandpile models [J].
Chessa, A ;
Marinari, E ;
Vespignani, A .
PHYSICAL REVIEW LETTERS, 1998, 80 (19) :4217-4220
[9]   Tracer dispersion in a self-organized critical system [J].
Christensen, K ;
Corral, A ;
Frette, V ;
Feder, J ;
Jossang, T .
PHYSICAL REVIEW LETTERS, 1996, 77 (01) :107-110
[10]   SELF-ORGANIZED CRITICAL FOREST-FIRE MODEL [J].
DROSSEL, B ;
SCHWABL, F .
PHYSICAL REVIEW LETTERS, 1992, 69 (11) :1629-1632