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Simulation-based Probabilistic Tsunami Hazard Analysis:Empirical and Robust Hazard Predictions

机译:基于模拟的概率海啸危险性分析:经验性和鲁棒性危险性预测

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摘要

Probabilistic tsunami hazard analysis (PTHA) is the prerequisite for rigorous risk assessment and thus for decision-making regarding risk mitigation strategies. This paper proposes a new simulation-based methodology for tsunami hazard assessment for a specific site of an engineering project along the coast, or, more broadly, for a wider tsunami-prone region. The methodology incorporates numerous uncertain parameters that are related to geophysical processes by adopting new scaling relationships for tsunamigenic seismic regions. Through the proposed methodology it is possible to obtain either a tsunami hazard curve for a single location, that is the representation of a tsunami intensity measure (such as inundation depth) versus its mean annual rate of occurrence, or tsunami hazard maps, representing the expected tsunami intensity measures within a geographical area, for a specific probability of occurrence in a given time window. In addition to the conventional tsunami hazard curve that is based on an empirical statistical representation of the simulation-based PTHA results, this study presents a robust tsunami hazard curve, which is based on a Bayesian fitting methodology. The robust approach allows a significant reduction of the number of simulations and, therefore, a reduction of the computational effort. Both methods produce a central estimate of the hazard as well as a confidence interval, facilitating the rigorous quantification of the hazard uncertainties.
机译:概率性海啸危害分析(PTHA)是进行严格风险评估并由此制定有关风险缓解策略的决策的前提。本文提出了一种新的基于模拟的海啸危害评估方法,可用于沿海某工程项目的特定地点,或更广泛地说,适用于海啸多发地区。该方法通过为海啸地震区采用新的比例关系,结合了与地球物理过程相关的许多不确定参数。通过所提出的方法,有可能获得单个地点的海啸危害曲线,即海啸强度测度(例如淹没深度)与其平均年发生率的关系表示,或海啸危害图,其表示预期的针对特定时间范围内发生的特定概率,在一个地理区域内测量海啸强度。除了基于基于模拟的PTHA结果的经验统计表示的常规海啸危险曲线外,本研究还提出了基于贝叶斯拟合方法的稳健海啸危险曲线。鲁棒的方法可以大大减少仿真次数,因此可以减少计算量。两种方法都可对危险性以及置信区间进行集中估计,从而有助于对危险性不确定性进行严格的量化。

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  • 作者

    De Risi Raffaele; Goda Katsu;

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  • 年度 2017
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  • 原文格式 PDF
  • 正文语种 eng
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