Long-term occurrence probabilities of intense geomagnetic storm events

被引:77
作者
Tsubouchi, K. [1 ,2 ]
Omura, Y. [1 ]
机构
[1] Kyoto Univ, Res Inst Sustainable Humanosphere, Kyoto, Japan
[2] Natl Inst Informat & Commun Technol, Tokyo, Japan
来源
SPACE WEATHER-THE INTERNATIONAL JOURNAL OF RESEARCH AND APPLICATIONS | 2007年 / 5卷 / 12期
关键词
D O I
10.1029/2007SW000329
中图分类号
P1 [天文学];
学科分类号
0704 ;
摘要
[1] A quantitative assessment of the occurrence probability of intense geomagnetic storms ( peak Dst < -100 nT) has been investigated by analyzing the Dst index time series database from 1957 to 2001. The main purpose was to derive two parameters, the probable intensity S(T) and the occurrence frequency lambda(t), that can act as proxies for long-term space weather quantities. The intensity ST represents the expected maximum storm level with an occurrence rate of 1/T (a(-1), where a is years) and has been derived from the probability density function (PDF) of extreme (vertical bar Dst vertical bar > 280 nT) storms. The mathematical tool to determine this type of PDF is the extreme value modeling, which exhibits more accurate statistics for extreme behavior. Our results estimate S60 approximate to 589, indicating that the March 1989 storm ( the event with the largest vertical bar Dst vertical bar in the database) corresponds to an event expected to occur only once every 60 a. The other parameter lt gives the average occurrence rate of storm events. We have tested the null hypothesis that the storm occurrence pattern can be modeled as a Poisson process represented by lt, where different lt exist for the active and quiet periods of the solar cycle. Ordinary chi(2) tests of goodness of fit can not reject this hypothesis, except within the periods that include extremely frequent occurrences. The rate lt is approximately 2.3 (0.7) per 3 months in the active ( quiet) period. A future practical application of this work is that the resultant Poisson probability will enable us to calculate the expected damage due to storms, which represent potential risks in space activities.
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页数:12
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共 20 条
[1]   SELF-ORGANIZED CRITICALITY [J].
BAK, P ;
TANG, C ;
WIESENFELD, K .
PHYSICAL REVIEW A, 1988, 38 (01) :364-374
[2]   Power laws in solar flares: Self-organized criticality or turbulence? [J].
Boffetta, G ;
Carbone, V ;
Giuliani, P ;
Veltri, P ;
Vulpiani, A .
PHYSICAL REVIEW LETTERS, 1999, 83 (22) :4662-4665
[3]   Differences between CME-driven storms and CIR-driven storms [J].
Borovsky, Joseph E. ;
Denton, Michael H. .
JOURNAL OF GEOPHYSICAL RESEARCH-SPACE PHYSICS, 2006, 111 (A7)
[4]   Nonlinear time series analysis of interpeak intervals of AL data -: art. no. 1392 [J].
Choe, W ;
Kim, HJ ;
Rostoker, G ;
Kamide, Y .
JOURNAL OF GEOPHYSICAL RESEARCH-SPACE PHYSICS, 2002, 107 (A11)
[5]  
Coles S., 2001, An Introduction to Statistical Modelling of Extreme Values
[6]   On the geomagnetic effects of solar wind interplanetary magnetic structures [J].
Echer, E. ;
Gonzalez, W. D. ;
Alves, M. V. .
SPACE WEATHER-THE INTERNATIONAL JOURNAL OF RESEARCH AND APPLICATIONS, 2006, 4 (06)
[7]   Interplanetary origin of intense geomagnetic storms (Dst &lt;-100 nT) during solar cycle 23 [J].
Gonzalez, W. D. ;
Echer, E. ;
Clua-Gonzalez, A. L. ;
Tsurutani, B. T. .
GEOPHYSICAL RESEARCH LETTERS, 2007, 34 (06)
[8]   WHAT IS A GEOMAGNETIC STORM [J].
GONZALEZ, WD ;
JOSELYN, JA ;
KAMIDE, Y ;
KROEHL, HW ;
ROSTOKER, G ;
TSURUTANI, BT ;
VASYLIUNAS, VM .
JOURNAL OF GEOPHYSICAL RESEARCH-SPACE PHYSICS, 1994, 99 (A4) :5771-5792
[9]   What is an "Intense geomagnetic storm"? [J].
Kamide, Y .
SPACE WEATHER-THE INTERNATIONAL JOURNAL OF RESEARCH AND APPLICATIONS, 2006, 4 (06)
[10]   BRACING FOR THE GEOMAGNETIC STORMS [J].
KAPPENMAN, JG ;
ALBERTSON, VD .
IEEE SPECTRUM, 1990, 27 (03) :27-33