利用精确平衡岩石概率分析和贝叶斯更新验证圣安德烈亚斯断层地震危害模型

A. H. Rood, Peter J. Stafford, Dylan H. Rood
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摘要

圣安地列斯断层的莫哈韦断面是距离大洛杉矶特大城市最近的断面。人们面临的一个主要问题是,对该断层段未来罕见大地震的生命危险估计极不确定,在时间尺度和地面运动方面也未经检验,超出了有限的历史记录。与此问题相关的是,尽管过去数万年来圣安德烈亚斯断层发生了多次地震,但附近洛夫乔伊山丘(Lovejoy Buttes)岌岌可危的平衡岩石在这些地面运动中仍然幸存下来。因此,这些岌岌可危的岩石的脆弱性和年龄为罕见的圣安德烈亚斯断层大地震的时间尺度提供了重要的地动制约因素。我们利用洛夫乔伊火山口(Lovejoy Buttes)岌岌可危岩石存活率的独立观测数据,对圣安德烈亚斯断层莫哈韦(Mojave)段的地震危险模型进行了严格验证和更新。所有五块研究过的岌岌可危岩石的联合存活概率被用来验证危险估计值,并使用新的贝叶斯更新方法对估计值进行重新加权,以提供改进的、以岌岌可危岩石为依据的地震危险估计值。在每年超过 1×10-4 年-1 的频率下,相当于平均重现期为 10,000 年,岌岌可危的岩石存活数据将平均危险地动估计值显著降低了 65%,第 5-95 分位数不确定性范围降低了 72%。这种不一致性的严重程度提供了强有力的证据,证明有必要重新评估我们的圣安德烈亚斯断层南部地震危险模型的震源和地动部分。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
San Andreas Fault Earthquake Hazard Model Validation Using Probabilistic Analysis of Precariously Balanced Rocks and Bayesian Updating
The Mojave section of the San Andreas fault is the closest section to the megacity of greater Los Angeles. A major issue for the population is that the life-threatening hazard estimate of a future rare, large earthquake on this fault section is highly uncertain and untested at timescales and ground motions beyond limited historical recordings. Of relevance to this issue is that the nearby precariously balanced rocks at Lovejoy Buttes have survived these ground motions, despite the past tens of thousands of years of San Andreas fault earthquakes. Therefore, the fragility and age of these precariously balanced rocks provide crucial ground-motion constraints over the timescales of rare, large San Andreas fault earthquakes. We rigorously validate and update an earthquake hazard model for the Mojave section of the San Andreas fault using the independent observational data of precariously balanced rock survival at Lovejoy Buttes. The joint probability of survival of all five studied precariously balanced rocks was used to validate the hazard estimates and reweight the estimates using new Bayesian updating methods to deliver an improved, precariously balanced rock-informed earthquake hazard estimate. At an annual frequency of exceedance of 1×10−4  yr−1, equivalent to a mean return period of 10,000 yr, the precariously balanced rock survival data significantly reduced the mean hazard ground-motion estimate by 65% and the 5th–95th fractile uncertainty range by 72%. The magnitude of this inconsistency provides striking evidence for the need to reevaluate both the source and ground-motion components of our earthquake hazard model for the southern San Andreas fault.
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