Small-world structure of earthquake network

被引:81
作者
Abe, S [1 ]
Suzuki, N
机构
[1] Univ Tsukuba, Inst Phys, Tsukuba 3058571, Japan
[2] Nihon Univ, Coll Sci & Technol, Chiba 2748501, Japan
基金
日本学术振兴会;
关键词
earthquake network; small-world structure; degree of separation; clustering coefficient;
D O I
10.1016/j.physa.2004.01.059
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
Discoveries of the scale-free and small-world features are reported on the network constructed from the seismic data. It is shown that the connectivity distribution decays as a power law, and the value of the degrees of separation, i.e., the characteristic path length, between two earthquakes (as the vertices) chosen at random takes a small value between 2 and 3. The clustering coefficient is also calculated and is found to be about 10 times larger than that in the case of the completely random network. These features highlight a novel aspect of seismicity as a complex phenomenon. (C) 2004 Elsevier B.V. All rights reserved.
引用
收藏
页码:357 / 362
页数:6
相关论文
共 19 条
[11]  
Bollobas B., 2001, Random Graphs, V21
[12]  
Dorogovtsev S. N., 2003, EVOLUTION NETWORKS
[13]  
Gutenberg B., 1944, B SEISMOL SOC AM, V34, P185, DOI DOI 10.1785/BSSA0340040185
[14]   Nonconservative earthquake model of self-organized criticality on a random graph [J].
Lise, S ;
Paczuski, M .
PHYSICAL REVIEW LETTERS, 2002, 88 (22) :4
[15]   Power-law time distribution of large earthquakes [J].
Mega, MS ;
Allegrini, P ;
Grigolini, P ;
Latora, V ;
Palatella, L ;
Rapisarda, A ;
Vinciguerra, S .
PHYSICAL REVIEW LETTERS, 2003, 90 (18) :4
[16]   SELF-ORGANIZED CRITICALITY IN A CONTINUOUS, NONCONSERVATIVE CELLULAR AUTOMATON MODELING EARTHQUAKES [J].
OLAMI, Z ;
FEDER, HJS ;
CHRISTENSEN, K .
PHYSICAL REVIEW LETTERS, 1992, 68 (08) :1244-1247
[17]  
Omori F., 1894, J. Coll. Sci. Imp. Univ. Tokyo, V7, P111
[18]  
PEIXOTO TP, 2004, IN PRESS PHYS REV E
[19]   Collective dynamics of 'small-world' networks [J].
Watts, DJ ;
Strogatz, SH .
NATURE, 1998, 393 (6684) :440-442