Detecting infrastructure hazard potential change by SAR techniques on postseismic surface deformation: A case study of 2016 Meinong earthquake in southwestern Taiwan

IF 8.4 1区 工程技术 Q1 ENGINEERING, GEOLOGICAL Engineering Geology Pub Date : 2024-11-25 DOI:10.1016/j.enggeo.2024.107827
Chih-Heng Lu , Ray C. Chuang , Ping-Chen Chiang , Jiun-Yee Yen , Kuo-En Ching , Yue-Gau Chen
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Abstract

Over the past two decades, multi-temporal InSAR techniques have been successfully utilized to monitor surface deformation throughout earthquake cycles. As sensor resolution and observation frequency of radar satellites have significantly improved, the spatial monitoring capability has expanded from tectonic to regional and local scales. Although regions with higher deformation rates are generally considered to have greater hazard potential, from an engineering perspective, locations with abrupt displacement rate changes may pose greater risks. This paper presents a robust method to transform tectonic-scale geodetic data into engineering-scale deformation tolerance ratios for assessing infrastructure safety during the postseismic period. Using the persistent scatterer InSAR (PSI) method, we measured line-of-sight (LOS) displacements from Sentinel-1 satellite images. By correcting LOS velocities with GNSS data and constraining the velocity in the N-S direction, we inverted the 2D (E-W and UD) postseismic deformation rates for the three years following the 2016 Meinong earthquake. The 2D rates were then converted into annual deformation tolerance ratios (ADTR), with a statistically established threshold to identify infrastructure segments with high hazard potential. Additionally, we conducted time-series variation analysis on the inherent pixel unit to evaluate the state of hazard potential and characterize the spatiotemporal behavior of fault systems during the postseismic period. Our results indicated that the postseismic deformation rates in the E-W and UD directions are 1.5 and 2–3 times higher, respectively, than those in the interseismic period. The horizontal ADTR index of high-speed railway infrastructures identified a high-hazard potential segment located on the Chegualin fault in Kaohsiung, while the vertical ADTR index highlighted a high-hazard potential segment at a junction between multiple fault extensions in Tainan. Moreover, statistical time-series variation analysis revealed a gradual decrease in hazard potential after 2017, which is related to a slow earthquake that occurred in early to mid-2018, modulating regional stress during the postseismic period. Our novel method not only highlights the impact of postseismic deformation on infrastructure but also provides a crucial basis for future earthquake hazard prevention and mitigation.
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基于地表震后形变的SAR技术探测基础设施灾害潜在变化——以2016年台湾西南梅农地震为例
在过去的二十年中,多时相InSAR技术已成功地用于监测整个地震周期的地表变形。随着雷达卫星传感器分辨率和观测频率的显著提高,空间监测能力已从构造尺度扩展到区域和局部尺度。虽然通常认为变形速率较高的区域具有更大的危害潜力,但从工程角度来看,位移速率突变的位置可能具有更大的风险。本文提出了一种将构造尺度大地测量数据转化为工程尺度变形容差比的稳健方法,用于震后基础设施安全评估。使用持久散射InSAR (PSI)方法,我们测量了Sentinel-1卫星图像的视线(LOS)位移。利用GNSS数据对LOS速度进行校正,并将速度限制在N-S方向,反演了2016年梅农地震后3年的二维(E-W和UD)震后变形率。然后将2D速率转换为年变形容差比(ADTR),并通过统计建立阈值来识别具有高危险潜力的基础设施段。此外,我们还对固有像元单位进行了时间序列变化分析,以评估地震后断层系统的潜在危害状态,并表征地震后断层系统的时空行为。结果表明,东西向和东西向的震后变形速率分别是震间期的1.5倍和2 ~ 3倍。高速铁路基础设施水平ADTR指数识别出位于高雄车瓜林断裂的高危险潜在段,而垂直ADTR指数则突出了位于台南多个断裂扩展之间的高危险潜在段。此外,统计时间序列变化分析显示,2017年后灾害潜力逐渐下降,这与2018年初至中期发生的一次缓慢地震在地震后调节了区域应力有关。我们的新方法不仅突出了震后变形对基础设施的影响,而且为未来的地震防灾减灾提供了重要依据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Engineering Geology
Engineering Geology 地学-地球科学综合
CiteScore
13.70
自引率
12.20%
发文量
327
审稿时长
5.6 months
期刊介绍: Engineering Geology, an international interdisciplinary journal, serves as a bridge between earth sciences and engineering, focusing on geological and geotechnical engineering. It welcomes studies with relevance to engineering, environmental concerns, and safety, catering to engineering geologists with backgrounds in geology or civil/mining engineering. Topics include applied geomorphology, structural geology, geophysics, geochemistry, environmental geology, hydrogeology, land use planning, natural hazards, remote sensing, soil and rock mechanics, and applied geotechnical engineering. The journal provides a platform for research at the intersection of geology and engineering disciplines.
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