FaultQuake:用于估算断层地震活动率的开源 Python 工具

IF 4.2 2区 地球科学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Nasrin Tavakolizadeh , Hamzeh Mohammadigheymasi , Francesco Visini , Nuno Pombo
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引用次数: 0

摘要

在经历持续地震变形的地区,断层活动率(AR)计算往往会导致对潜在危害的高估。本研究提出了一种新方法,将地震耦合系数(SCC)整合到断层地震活动率(SAR)计算过程中,以区分地震矩率。我们介绍了 FaultQuake,这是一款配备图形用户界面 (GUI) 的开源 Python 工具,旨在实施该方法并准确估算断层的地震活动率。这些活动率可纳入概率地震灾害评估(PSHA)框架,并有助于区分地震变形和非地震变形。FaultQuake 还提出了一种创新的嵌入式工作流程,即基于概率冲突 (CoP) 的最优值计算工作流程 (OVCW),用于根据经验关系和分配给单个断层的观测震级 (Mobs) 计算最大震级 (Mmax)。这一改进提高了地震矩率的估算和 SAR 计算过程。FaultQuake 的输出以 OpenQuake 引擎输入文件的格式提供,以方便 PSHA 流程。我们介绍了一个案例研究,重点是伊朗南部一个地区的 PSHA,该地区的特点是存在大量的地震变形,以说明 FaultQuake 在地震灾害分析中的实际应用。绘制了 10%和 2%超限概率(PoE)的峰值地加速度(PGA)图,以比较应用和未应用 FaultQuake 算法的峰值地加速度。结果提供了对该地区危险性的更清晰认识,减少了高估,使危险性地图更具代表性。FaultQuake 的源代码可在 FaultQuake GitHub 存储库中获取,为计算机和地球科学界做出贡献。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
FaultQuake: An open-source Python tool for estimating Seismic Activity Rates in faults

In regions experiencing ongoing aseismic deformation, fault’s Activity Rate (AR) calculations often lead to an overestimation of hazard potential. This study proposes a novel methodology that integrates the Seismic Coupling Coefficient (SCC) into the fault Seismic Activity Rate (SAR) calculation process to discriminate seismic moment rates. We introduce FaultQuake, an open-source Python tool equipped with a Graphical User Interface (GUI), designed to implement this methodology and accurately estimate SAR for faults. These activity rates can be included in Probabilistic Seismic Hazard Assessment (PSHA) frameworks and assist in differentiating the seismic and aseismic deformation. FaultQuake also presents an innovative embedded workflow, the Optimal Value Computation Workflow (OVCW), based on Conflation of Probabilities (CoP), for calculating the Maximum Magnitude (Mmax) from the empirical relationships and the observed magnitudes (Mobs) assigned to a single fault. This enhancement improves the estimation of seismic moment rates and the SAR calculation process. FaultQuake outputs are provided in the format of OpenQuake engine input files to facilitate the PSHA process. We present a sample case study focusing on the PSHA of a region in southern Iran characterized by a substantial aseismic deformation to illustrate the practical application of FaultQuake in seismic hazard analysis. Peak Ground Acceleration (PGA) maps for 10% and 2% Probabilities of Exceedance (PoE) are plotted to compare PGAs with and without applying the FaultQuake algorithm. The results provide an enhanced view of the area’s hazard with mitigation of the overestimation, resulting in more representative hazard maps. The source codes of FaultQuake are available at the FaultQuake GitHub repository, contributing to the computer and geoscience community.

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来源期刊
Computers & Geosciences
Computers & Geosciences 地学-地球科学综合
CiteScore
9.30
自引率
6.80%
发文量
164
审稿时长
3.4 months
期刊介绍: Computers & Geosciences publishes high impact, original research at the interface between Computer Sciences and Geosciences. Publications should apply modern computer science paradigms, whether computational or informatics-based, to address problems in the geosciences.
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