A More Realistic Earthquake Probability Model Using Long-Term Fault Memory

被引:8
作者
Neely, James S. [1 ,2 ,3 ]
Salditch, Leah [1 ,2 ,4 ]
Spencer, Bruce D. [2 ,5 ]
Stein, Seth [1 ,2 ]
机构
[1] Northwestern Univ, Dept Earth & Planetary Sci, Evanston, IL 60208 USA
[2] Northwestern Univ, Inst Policy Res, Evanston, IL 60208 USA
[3] Univ Chicago, Dept Geophys Sci, Chicago, IL 60637 USA
[4] US Geol Survey, Geol Hazards Sci Ctr, Golden, CO USA
[5] Northwestern Univ, Dept Stat & Data Sci, Evanston, IL USA
关键词
HIDDEN MARKOV-MODELS; SAN-ANDREAS FAULT; RECURRENCE;
D O I
10.1785/0120220083
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
Forecasts of the probability of a large earthquake occurring on a fault during a specific time interval assume that a probability distribution describes the interevent times between large earthquakes. However, current models have features that we consider unrealistic. In these models, earthquake probabilities remain constant or even decrease after the expected mean recurrence interval, implying that additional accumulated strain does not make an earthquake more likely. Moreover, these models assume that large earth-quakes release all accumulated strain, despite evidence for partial strain release in earth-quake histories showing clusters and gaps. As an alternative, we derive the necessary equations to calculate earthquake probabilities using the long-term fault memory (LTFM) model. By accounting for partial strain release, LTFM incorporates the specific timing of past earthquakes, which commonly used probability models cannot do, so it can forecast gaps and clusters. We apply LTFM to the southern San Andreas fault as an example and show how LTFM can produce better forecasts when clusters and gaps are present. LTFM better forecasts the exceptionally short interevent time before the 1857 Fort Tejon earthquake. Although LTFM is more complex than existing models, it is more power-ful because (unlike current models) it incorporates fundamental aspects of the strain accu-mulation and release processes causing earthquakes.
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页码:843 / 855
页数:13
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