Self-organized criticality applied to natural hazards

被引:99
作者
Malamud, BD [1 ]
Turcotte, DL [1 ]
机构
[1] Cornell Univ, Dept Geol Sci, Ithaca, NY 14853 USA
关键词
self-organized criticality; fractals; cellular-automata models; earthquakes; landslides; forest fires;
D O I
10.1023/A:1008014000515
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
The concept of self-organized criticality evolved from studies of three simple cellular-automata models: the sand-pile, slider-block, and forest-fire models. In each case, there is a steady "input'' and the "loss'' is associated with a fractal (power-law) distribution of "avalanches.'' Each of the three models can be associated with an important natural hazard: the sand-pile model with landslides, the slider-block model with earthquakes, and the forest-fire model with forest fires. We show that each of the three natural hazards have frequency-size statistics that are well approximated by power-law distributions. The model behavior suggests that the recurrence interval for a severe event can be estimated by extrapolating the observed frequency-size distribution of small and medium events. For example, the recurrence interval for a magnitude seven earthquake can be obtained directly from the observed frequency of occurrence of magnitude four earthquakes. This concept leads to the definition of a seismic intensity factor. Both global and regional maps of this seismic intensity factor are given. In addition, the behavior of the models suggests that the risk of occurrence of large events can be substantially reduced if small events are encouraged. For example, if small forest fires are allowed to burn, the risk of a large forest fire is substantially reduced.
引用
收藏
页码:93 / 116
页数:24
相关论文
共 52 条
[41]   Scale-invariance of soil moisture variability and its implications for the frequency-size distribution of landslides [J].
Pelletier, JD ;
Malamud, BD ;
Blodgett, T ;
Turcotte, DL .
ENGINEERING GEOLOGY, 1997, 48 (3-4) :255-268
[42]   ON THE MODELING OF REAL SAND PILES [J].
PUHL, H .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 1992, 182 (03) :295-319
[43]   PREDICTABILITY OF LARGE AVALANCHES ON A SANDPILE [J].
ROSENDAHL, J ;
VEKIC, M ;
RUTLEDGE, JE .
PHYSICAL REVIEW LETTERS, 1994, 73 (04) :537-540
[44]  
Sasaki Y, 1991, J JAPAN SCI ENG GEOL, V32, P1
[45]  
*SCSN, 1995, SCSN CAT EL FORM SO
[46]   A MORE PRECISE CHRONOLOGY OF EARTHQUAKES PRODUCED BY THE SAN-ANDREAS FAULT IN SOUTHERN-CALIFORNIA [J].
SIEH, K ;
STUIVER, M ;
BRILLINGER, D .
JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH AND PLANETS, 1989, 94 (B1) :603-623
[47]  
SIEH KE, 1978, B SEISMOL SOC AM, V68, P1421
[48]  
SUGAI T, 1994, T JPN GEOMORPHOL UNI, V15, P233
[49]  
Turcotte D.L., 1997, FRACTALS CHAOS GEOLO, DOI DOI 10.1017/CBO9781139174695
[50]  
*US GEOL SURV, 1996, GLOB HYP DAT