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Investigation of the discrepancy in the earthquake magnitude values reported by different agencies in the Western Canada Sedimentary basin 加拿大西部沉积盆地不同机构报告的地震震级值差异调查
IF 1.6 4区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-06-04 DOI: 10.1007/s10950-024-10225-4
Alireza Babaie Mahani, Honn Kao, Brindley Smith

Earthquake magnitude plays a crucial role in assessing ground shaking severity and formulating mitigation strategies for both natural and induced earthquakes. This study specifically focuses on the Western Canada Sedimentary Basin (WCSB) and examines the estimation of local magnitude (({M}_{L})) by different agencies. The analysis includes the application of various distance calibration functions for the Richter’s methodology, incorporating both Richter's original function (Richter, Elementary Seismology, Freeman, San Francisco, Calif, 1958) and WCSB-specific calibration functions proposed by Yenier 2017 Bull Seismol Soc Am 107:1421-1431 and Babaie Mahani and Kao 2019 Seismol Res Lett 90:203-211, 2020 CSEG Recorder 45:12.

In the WCSB, fluid injection has caused significant increase in the rate of seismicity in several localities, prompting the regulatory agencies to request suspension of injection operations after the occurrence of red-light (i.e., ({M}_{L}) ≥ 4) events. Our investigation, based on a new dataset, sheds light on the significant effects due to distance calibration functions on the ({M}_{L}) estimation. Notably, we observe that using the original Richter’s calibration function designed for southern California results in more than three times the number of red-light events compared to employing more appropriate calibration functions. Our results point to the unnecessary economic consequences when exaggerated ({M}_{L}) values are used in the regulatory process and underscores the need for adopting proper calibration functions for seismic monitoring in the WCSB.

地震震级在评估地震动严重程度以及制定天然地震和诱发地震的减灾策略方面起着至关重要的作用。本研究特别关注加拿大西部沉积盆地 (WCSB),并考察了不同机构对当地震级 (({M}_{L})) 的估算。分析包括里氏方法的各种距离校准函数的应用,既包括里氏的原始函数(Richter,Elementary Seismology,Freeman,San Francisco,Calif,1958),也包括 Yenier 2017Bull Seismol Soc Am 107:1421-1431 和 Babaie Mahani and Kao 2019 Seismol Res Lett 90:203-211、2020 CSEG Recorder 45:12 提出的针对 WCSB 的校准函数。在世界大洋钻探委员会(WCSB),流体注入导致多个地区的地震率显著上升,促使监管机构要求在发生红光(即......)后暂停注入作业、({M}_{L}) ≥ 4)事件。我们基于新数据集的调查揭示了距离校准函数对 ({M}_{L}) 估计的显著影响。值得注意的是,我们观察到,与使用更合适的校准函数相比,使用为南加州设计的原始里氏校准函数会导致三倍以上的闯红灯事件。我们的研究结果表明,在监管过程中使用夸大的 ({M}_{L}) 值会带来不必要的经济后果,并强调了采用适当的校准函数进行西加州大坝地震监测的必要性。
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引用次数: 0
Cumulative Absolute Velocity (CAV) parameter estimation in earthquake emergency response based on a support vector machine 基于支持向量机的地震应急响应累积绝对速度 (CAV) 参数估计
IF 1.6 4区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-06-03 DOI: 10.1007/s10950-024-10224-5
Heyi Liu, Wentao Sun, Shanyou Li, Xueying Zhou, Jindong Song

Rapid and accurate estimation of emergency response parameters during earthquakes is important in earthquake early warning (EEW) systems. Because earthquake rupture is not instantaneous, to accurately, safely, and reliably determine parameters and thresholds for emergency response, the cumulative absolute velocity (CAV) is used as the target parameter, and 7 P-wave characteristic parameters of strong ground motion records occurring 3 s after P-wave arrival at K-NET and KiK-net stations in Japan are used as inputs to construct a machine learning (ML) CAV prediction model based on the support vector machine (SVM) algorithm. The results show that compared with a single-parameter prediction algorithm, the proposed ML model can significantly reduce the error standard deviation and effectively address the phenomena of small value overestimation and large value underestimation. A confusion matrix analysis demonstrates that the 6-parameter model Pa&Pv&Pd&CAV&Ia&IV2 shows the best performance in improving the prediction accuracy and provides a threshold selection strategy for threshold-based EEW emergency response.

在地震预警(EEW)系统中,快速准确地估算地震期间的应急响应参数非常重要。由于地震破裂并非瞬时发生,为了准确、安全、可靠地确定应急响应参数和阈值,本文以累积绝对速度(CAV)为目标参数,以日本 K-NET 和 KiK-net 台站 P 波到达后 3 秒发生的强地震动记录中的 7 个 P 波特征参数为输入,构建了基于支持向量机(SVM)算法的机器学习(ML)CAV 预测模型。结果表明,与单参数预测算法相比,所提出的 ML 模型可显著降低误差标准偏差,并有效解决小值高估和大值低估现象。混淆矩阵分析表明,6参数模型Pa&Pv&Pd&CAV&Ia&IV2在提高预测精度方面表现最佳,为基于阈值的EEW应急响应提供了阈值选择策略。
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引用次数: 0
Local seismicity type of Kuwait revealing tectonic and anthropogenic characteristics 揭示构造和人为特征的科威特地方地震类型
IF 1.6 4区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-05-31 DOI: 10.1007/s10950-024-10222-7
Abd el-aziz Khairy Abd el-aal, Farah Al-Jeri, Abdullah Al-Enezi, Hamada Saadalla

This work investigates the characteristics of local seismicity within the State of Kuwait and discusses its potential tectonic and anthropogenic drivers. As Kuwait is an oil-producing country, the occurrence of earthquakes simultaneously with oil extraction may suggest a case of triggered or induced seismicity. Seismic activity inside Kuwait is monitored with high accuracy and continuously after the establishment of the Kuwait National Seismic Network (KNSN) in 1997 through an ambitious plan to study the micro-earthquake activity in Kuwait. This network recorded more than 1378 micro/minor local earthquakes. Two seismogenic areas are identified, both characterized by weak magnitudes and shallow focal depths. In the current work, several modern geophysical techniques are performed including earthquake location, waveform-based moment tensor inversion, moment tensor decomposition, stress drop analysis, and stress pattern assessment. The results suggest that local earthquakes in Kuwait involve tectonic and anthropogenic components. Further densification of the network may allow a robust discrimination in the future.

这项研究调查了科威特国当地地震的特点,并讨论了其潜在的构造和人为驱动因素。由于科威特是一个产油国,在开采石油的同时发生地震可能表明存在触发或诱发地震的情况。1997 年,通过一项研究科威特微型地震活动的宏伟计划,科威特国家地震网络 (KNSN)成立,此后,科威特境内的地震活动得到了高精度和持续的监测。该网络记录了超过 1378 次微/小地方地震。确定了两个地震活动区,其特点是震级弱、震源深度浅。在当前工作中,采用了几种现代地球物理技术,包括地震定位、基于波形的力矩张量反演、力矩张量分解、应力降分析和应力模式评估。结果表明,科威特的局部地震涉及构造和人为因素。进一步增加网络的密度可在未来进行可靠的判别。
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引用次数: 0
A comparative analysis of five commonly implemented declustering algorithms 五种常用去聚类算法的比较分析
IF 1.6 4区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-05-28 DOI: 10.1007/s10950-024-10221-8
Mason Perry, Rebecca Bendick

Declustering of earthquake catalogs, that is determining dependent and independent events in an earthquake sequence, is a common feature of many seismological studies. While many different declustering algorithms exist, each has different performance and sensitivity characteristics. Here, we conduct a comparative analysis of the five most commonly used declustering algorithms: Garnder and Knopoff (1974), Uhrhammer (1986), Reasenberg (J Geophys Res: Solid Earth 90(B7):5479–5495, 1985), Zhuang et al. (J Am Stat Assoc 97(458):369–380, 2002), and Zaliapin et al. (Phys Rev Lett 101(1):4–7, 2008) in four different tectonic settings. Overall, we find that the Zaliapin et al. (Phys Rev Lett 101(1):4–7, 2008) algorithm effectively removes aftershock sequences, while simultaneously retaining the most information (i.e. the most events) in the output catalog and only slightly modifying statistical characteristics (i.e. the Gutenberg Richter b-value). Both Gardner and Knopoff (1974) and Zhuang et al. (J Am Stat Assoc 97(458):369–380, 2002) also effectively remove aftershock sequences, though they remove significantly more events than the other algorithms. Uhrhammer (1986) also effectively removes aftershock sequences and removes fewer events than Gardner and Knopoff (1974) or Zhuang et al. (J Am Stat Assoc 97(458):369–380, 2002), except when large magnitude events are present. By contrast, Reasenberg (J Geophys Res: Solid Earth 90(B7):5479–5495, 1985) only effectively removed aftershocks in one of the test regions.

地震目录的解簇,即确定地震序列中的从属事件和独立事件,是许多地震学研究的共同特征。虽然存在许多不同的解簇算法,但每种算法都有不同的性能和灵敏度特征。在此,我们对五种最常用的去簇算法进行比较分析:Garnder 和 Knopoff(1974 年)、Uhrhammer(1986 年)、Reasenberg(J Geophys Res:固体地球 90(B7):5479-5495, 1985)、Zhuang 等人(J Am Stat Assoc 97(458):369-380, 2002)和 Zaliapin 等人(Phys Rev Lett 101(1):4-7, 2008)在四种不同构造背景下的算法。总体而言,我们发现 Zaliapin 等人(Phys Rev Lett 101(1):4-7, 2008)的算法可以有效地去除余震序列,同时在输出目录中保留了最多的信息(即最多的事件),并且只对统计特征(即古腾堡里氏 b 值)进行了轻微的修改。Gardner 和 Knopoff(1974 年)以及 Zhuang 等人(J Am Stat Assoc 97(458):369-380, 2002 年)也都有效地移除了余震序列,不过他们移除的事件明显多于其他算法。Uhrhammer(1986)也能有效地移除余震序列,而且移除的事件比 Gardner 和 Knopoff(1974)或 Zhuang 等人(J Am Stat Assoc 97(458):369-380,2002)要少,除非出现大震级事件。相比之下,Reasenberg(J Geophys Res:固体地球 90(B7):5479-5495, 1985)只有效地消除了其中一个测试区域的余震。
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引用次数: 0
Magnitude estimation and site characterization in southwestern British Columbia: application to earthquake early warning 不列颠哥伦比亚省西南部的震级估计和地点特征:应用于地震预警
IF 1.6 4区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-05-23 DOI: 10.1007/s10950-024-10216-5
Alireza Babaie Mahani, Eli Ferguson, Benoit Pirenne

In this study, we took a close look at the Ocean Networks Canada’s earthquake early warning system in southwestern British Columbia through analysis of the magnitude estimates by this system and characterization of site conditions for both onshore and offshore stations. Using magnitude values estimated at each station, over hundreds of notifications, we provided station terms to correct the magnitudes for stations that systematically generate high or low magnitude values. Moreover, by compiling a rich ground motion amplitude dataset and applying the horizontal-to-vertical spectral ratio method from Fourier amplitude of acceleration and response spectral acceleration, we investigated site characterization through evaluation of non-linear site response behavior and estimation of the site dominant frequency (fpeak) and its peak amplitude (Apeak) for each station. In general, no strong evidence of non-linearity is observed at any stations considering the magnitude-distance distribution of ground motions in this study. Offshore sites show fpeak and Apeak in the range of approximately 1.7–6 Hz and 0.4–1.2 (in base-10 log unit), respectively, whereas onshore sites show approximately 1–6 Hz for fpeak and 0.3–0.7 (in base-10 log unit) for Apeak.

在这项研究中,我们通过分析加拿大海洋网络公司在不列颠哥伦比亚省西南部的地震预警系统的震级估计值,以及对陆上和近海台站的现场条件进行分析,对该系统进行了仔细研究。我们利用每个台站在数百次通报中估算出的震级值,提供了台站术语,以校正系统性产生高或低震级值的台站的震级。此外,通过汇编丰富的地面运动振幅数据集,并应用傅里叶加速度振幅和响应谱加速度的水平-垂直谱比方法,我们通过评估非线性站点响应行为和估算每个站点的站点主导频率(fpeak)及其峰值振幅(Apeak)来研究站点特征。一般来说,考虑到本研究中地面运动的震级-距离分布,没有在任何站点观察到强烈的非线性证据。近岸站点的 fpeak 和 Apeak 分别约为 1.7-6 Hz 和 0.4-1.2(以 10 为基数的对数单位),而陆上站点的 fpeak 约为 1-6 Hz,Apeak 约为 0.3-0.7(以 10 为基数的对数单位)。
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引用次数: 0
Crustal thickness variation of Kalimantan and Sulawesi Region from Teleseismic receiver function 从远震接收函数看加里曼丹和苏拉威西地区的地壳厚度变化
IF 1.6 4区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-05-22 DOI: 10.1007/s10950-024-10220-9
Nova Heryandoko, Andri Dian Nugraha, Zulfakriza Zulfakriza, Shindy Rosalia, Tedi Yudistira, Supriyanto Rohadi, Daryono Daryono, Sri Widiyantoro

Kalimantan and Sulawesi are located within the complex tectonic setting of central Indonesia. The tectonic evolution process during the Mesozoic and Cenozoic led to the formation of this region. Studies of Moho depth variation beneath this region are still limited due to the lack of local to regional scale seismic stations covering the entire Kalimantan and Sulawesi region. The availability of seismic data has doubled and tripled recently, here, we conduct receiver function study using reliable dense seismic data from BMKG seismic network (IA) to obtain more detail Moho depth variation in Kalimatan and Sulawesi. We analyzed P–waveforms recorded at 60 seismic stations of BMKG seismic network (IA) distributed in Kalimantan and Sulawesi from more than 150 earthquakes with M ≥ 6 distributed within the epicentral distance range of 30o – 90o. The receiver function signals of each seismic station were computed using the iterative time-domain deconvolution method, then the Moho depths and bulk composition (Vp/Vs ratio) were computed using the modified H-κ stacking method which consider the sediment thickness. Our results show that the crustal thickness in Kalimantan varies from ~25 to ~37 km and Vp/Vs ratio varies from ~1.61 to ~1.96, which reflect a characteristic of stable Mesozoic-Cenozoic regions, while Sulawesi is observed within broad thickness range of ~22 – 50 km and Vp/Vs ratio of ~1.56 – 1.97. The extremely thick crust in Sulawesi reflects the rapid uplift and exhumation zones achieved by tectonic process sequences that had been occurred in this region.

加里曼丹和苏拉威西位于印度尼西亚中部复杂的构造环境中。中生代和新生代的构造演化过程导致了这一地区的形成。由于缺乏覆盖整个加里曼丹和苏拉威西地区的地方至区域规模的地震台站,对该地区地下莫霍深变化的研究仍然有限。最近,地震数据的可用性增加了两倍或三倍,在此,我们利用 BMKG 地震台网(IA)可靠的密集地震数据进行接收函数研究,以获得加里曼丹和苏拉威西地区更详细的莫霍深度变化。我们分析了分布在加里曼丹和苏拉威西的 BMKG 地震台网(IA)的 60 个地震台记录的 150 多次 M≥6 地震的 P 波形,这些地震分布在震中距 30 - 90o 范围内。利用迭代时域解卷积法计算了每个地震台站的接收函数信号,然后利用考虑沉积厚度的修正 H-κ 叠加法计算了莫霍深度和体积成分(Vp/Vs 比)。结果表明,加里曼丹的地壳厚度在 ~25 至 ~37 千米之间变化,Vp/Vs 比值在 ~1.61 至 ~1.96 之间变化,反映了稳定的中生代-新生代区域的特征;而苏拉威西的地壳厚度在 ~22 至 50 千米之间,Vp/Vs 比值在 ~1.56 至 1.97 之间。苏拉威西极厚的地壳反映了该地区发生的构造过程序列所形成的快速隆起和掘起带。
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引用次数: 0
Evaluation of seismicity and seismotectonics in the Alborz Mountains: insights from seismic parameters, Northern Iran 对伊朗北部阿尔伯兹山脉地震活动性和地震构造的评估:从地震参数中获得的启示
IF 1.6 4区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-05-17 DOI: 10.1007/s10950-024-10218-3
Marjan Tourani, Veysel Isik, Reza Saber, Ayse Caglayan, Florina Chitea

The Alborz Mountains are among the areas exhibiting high tectonic and seismic activity in northern Iran. Studying key parameters of tectonic structures, including quantitative analysis and observational studies, in such active regions is essential to identify potential active faults and assess the consequent seismic hazards. This study focuses on seismicity and seismotectonics by analyzing seismic parameters, including b-value, mean seismic activity rate, earthquake recurrence time, seismic moment, and fractal dimension derived from micro and teleseismic data. The b-values vary between 0.6 and 1.1 in the tectonically active parts of the study area, corresponding with the reverse/thrust and strike-slip active faults. Large earthquakes might be prone to occur at 10–25 km depth because both catalogues show low b-values (b < 1.0) concentrations at this depth range. The high fractal dimension (> 1.5), high seismic activity rate, large seismic moment parameters, and its continuously increasing trend. Short recurrence periods (20–50 years) of M 6.5 events also emphasize the high seismic activity and high seismic hazard. On the other hand, the prevalence of low b-values is notably observed in areas encompassing densely populated cities such as Rasht, Lahijan, Amol, Babol, Sari, Behshahr, Gorgan, and the megacity of Tehran. Furthermore, we have identified asperities where the Gorgan Plain, the Khazar, and the Alamutrud Fault Zones are located. These findings emphasize the seismic hazard potential in the identified areas and urban centers within the study area. Therefore, particular attention should be directed towards areas exhibiting low b-values when assessing and mitigating seismic hazards. It underscores the necessity for additional focus on seismic hazard assessment and implementation of mitigation strategies in the Alborz region.

阿尔伯兹山脉是伊朗北部构造和地震活动频繁的地区之一。在此类活跃地区研究构造结构的关键参数,包括定量分析和观测研究,对于识别潜在的活跃断层和评估由此产生的地震危害至关重要。本研究通过分析地震参数,包括从微震和远震数据中得出的 b 值、平均地震活动率、地震重现时间、地震力矩和分形维度,重点研究地震活动性和地震构造。在研究区构造活跃的地区,b 值介于 0.6 和 1.1 之间,与反向/推力断层和走向滑动活跃断层相对应。大地震可能容易发生在 10-25 千米深处,因为两个目录都显示低 b 值(b < 1.0)集中在这一深度范围。分形维度高(> 1.5),地震活动率高,地震力矩参数大,且呈持续上升趋势。M 6.5 级地震的重现期短(20-50 年),这也凸显了地震的高活跃性和高地震危害性。另一方面,在拉什特、拉希詹、阿莫尔、巴博尔、萨里、贝赫沙尔、戈尔甘和德黑兰特大城市等人口稠密的城市地区,b 值较低的现象十分明显。此外,我们还确定了戈尔甘平原、哈扎尔断裂带和阿拉穆特鲁德断裂带所处的地段。这些发现强调了研究区域内已确定地区和城市中心的地震危险潜力。因此,在评估和减轻地震危害时,应特别关注 b 值较低的地区。这突出表明,有必要进一步关注阿尔伯兹地区的地震灾害评估和减灾战略的实施。
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引用次数: 0
Fault Source of Seismicity in Al-Refaei District, Southern Iraq 伊拉克南部 Al-Refaei 地区的断层震源
IF 1.6 4区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-05-02 DOI: 10.1007/s10950-024-10217-4
Ali Ramthan, Wathiq Abdulnaby, Najah Abd, Hanan Mahdi, Haydar Al-Shukri

Over the past two decades, the Al-Refaei district, a substantial town located in the Thi-Qar governorate in southern Iraq, has been subjected to numerous small to moderate-size earthquakes. A network of seven short-period seismic stations was installed in the Al-Refaei district to monitor seismic activity, a project that was initiated in 2014 and continued until 2018. The short-period seismic stations supplement the broadband seismic stations of the Mesopotamian Seismological Network (MPSN), which also serves this area. During the monitoring period, more than 56 earthquakes were recorded, of which 31 were detected by the short-period seismic stations and not reported by any other local or international seismic observatories. Data from the short-period and broadband seismic stations were analyzed using Geiger’s least-squares method to determine accurate locations. The relocated earthquakes delineate a possible fault source with a northwest-southeast trend. The possible fault is not related to any known or previously studied fault. 3D seismic data of the area were evaluated and further supported the interpretation of a northwest-southeast trending fault, named the Al-Refaei fault. Integration of the seismological and 3D seismic data suggests that the Al-Refaei fault is a reverse fault with a S62˚E strike direction and a 43˚ dip angle. The strike and dip of the Al-Refaei fault were calculated from the analysis of the 3D seismic data. The reverse style of faulting was derived from the composite first motion method using the seismic station records of the short-period network.

过去二十年来,位于伊拉克南部济加尔省的一个大镇 Al-Refaei 区发生了多次小到中等规模的地震。为监测地震活动,在 Al-Refaei 区安装了由七个短周期地震台站组成的网络,该项目于 2014 年启动,一直持续到 2018 年。短周期地震台站是对美索不达米亚地震学网络(MPSN)宽带地震台站的补充,后者也为该地区提供服务。在监测期间,共记录了超过 56 次地震,其中 31 次是短周期地震台站探测到的,其他地方或国际地震观测站均未报告。采用盖革最小二乘法对短周期和宽带地震台站的数据进行了分析,以确定地震的准确位置。经重新定位的地震划定了一个可能的断层源,呈西北-东南走向。这个可能的断层与任何已知的或以前研究过的断层都无关。对该地区的三维地震数据进行了评估,进一步证实了西北-东南走向断层的解释,该断层被命名为 Al-Refaei 断层。综合地震学数据和三维地震数据,Al-Refaei 断层是一个逆断层,走向为 S62˚E,倾角为 43˚。Al-Refaei 断层的走向和倾角是通过分析三维地震数据计算得出的。利用短周期网络的地震台站记录,通过复合初动法得出了断层的反向样式。
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引用次数: 0
Intensity Prediction Equations for Himalaya and its sub-regions based on data from traditional sources and USGS’s Did You Feel It? (DYFI) 根据传统来源和美国地质调查局的 "你感觉到了吗?
IF 1.6 4区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-04-27 DOI: 10.1007/s10950-024-10214-7
P. Anbazhagan, Harish Thakur

This study has developed Intensity Prediction Equations (IPEs) for the Himalayas and its sub-regions (divided into North-West Himalaya, Central Himalaya, and North-East Himalaya). For this purpose, intensity data reported in previous studies using traditional methods (like field surveys, media reports, and newspapers) and internet-based questionnaires (such as USGS’s Did You Feel It? or DYFI) were used to catalogue two separate intensity datasets. Intensities of traditional datasets were also reassessed for some earthquake events by different studies in the different scales of assignment, which was homogenized for the same intensity scale. IPEs are derived for both datasets separately using a two-stage and one-stage regression technique. These IPEs are developed for a first- and second-order relation with respect to earthquake magnitude. A “maximum intensity vs. magnitude approximation of the IPE” approach relying on an optimal hypocentral depth has also been proposed to select the best-suited IPEs. The information-theoretic approach-based Log-likelihood method (Scherbaum et al. 2009) has been used to check and compare developed IPE performance for events not used for IPE development. These newly developed equations can be used to assess the damage potential of future earthquakes.

本研究为喜马拉雅山及其次区域(分为西北喜马拉雅山、中部喜马拉雅山和东北喜马拉雅山)开发了强度预测方程 (IPE)。为此,使用传统方法(如实地调查、媒体报道和报纸)和基于互联网的问卷调查(如美国地质调查局的 "您感觉到了吗?传统数据集的烈度也由不同研究以不同的分配尺度对某些地震事件进行了重新评估,并在同一烈度尺度下进行了同质化处理。使用两阶段和一阶段回归技术分别得出了两个数据集的 IPE。这些 IPE 是针对地震震级的一阶和二阶关系得出的。此外,还提出了一种 "最大烈度与震级近似 IPE "的方法,该方法依赖于最佳次中心深度来选择最合适的 IPE。基于信息论方法的对数似然法(Scherbaum 等人,2009 年)被用来检查和比较未用于 IPE 开发的事件的 IPE 性能。这些新开发的方程可用于评估未来地震的破坏潜力。
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引用次数: 0
Empirical Green’s function analysis of some induced earthquake pairs from the Groningen gas field 格罗宁根气田一些诱发地震对的经验格林函数分析
IF 1.6 4区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-04-15 DOI: 10.1007/s10950-024-10204-9
Steve Oates, Jelena Schmitz, Brian Zurek, Thomas Piesold, Ewoud van Dedem

We have applied the empirical Green’s function (EGF) method to 53 pairs of earthquakes, with magnitudes ranging from M = 0.4 to M = 3.4, induced by gas production from the Groningen field in the Netherlands. For a subset of the events processed, we find that the relative source time functions obtained by the EGF deconvolution show clear indications of a horizontal component of rupture propagation. The earthquake monitoring network used has dense azimuthal coverage for nearly all events such that wavelet duration times can be picked as a function of source-station azimuth and inverted using the usual Doppler broadening model to estimate rupture propagation strike, distance, and velocity. Average slip velocities have also been estimated and found to be in agreement with typical published values. We have used synthetic data, from both a simple convolutional model of the seismogram and more sophisticated finite difference rupture simulations, to validate our data processing workflow and develop kinematic models which can explain the observed characteristics of the field data. Using a measure based on the L1-norm to discriminate results of differing quality, we find that the highest quality results show very good alignment of the rupture propagation with directions of the detailed fault map, obtained from the full-field 3D seismic data. The dip direction rupture extents were estimated from the horizontal rupture propagation distances and catalogue magnitudes showing that, for all but the largest magnitude event (the M = 3.4 event of 8th January 2018), the dip-direction extent is sufficiently small to be contained wholly within the reservoir.

我们将经验格林函数(EGF)方法应用于荷兰格罗宁根气田天然气生产诱发的 53 对地震,震级从 M = 0.4 到 M = 3.4 不等。对于处理过的部分地震事件,我们发现通过 EGF 解卷积得到的相对震源时间函数清楚地显示了断裂传播的水平成分。所使用的地震监测网络几乎覆盖了所有事件的密集方位角,因此可以根据震源站方位角的函数选取小波持续时间,并使用通常的多普勒展宽模型进行反演,以估计断裂传播的走向、距离和速度。我们还估算了平均滑移速度,发现与已公布的典型值一致。我们使用了来自地震图简单卷积模型和更复杂的有限差分破裂模拟的合成数据,以验证我们的数据处理工作流程,并开发出能够解释观测到的现场数据特征的运动学模型。通过使用基于 L1-正则的测量方法来区分不同质量的结果,我们发现质量最高的结果显示了破裂传播与从全场三维地震数据中获得的详细断层图的方向非常吻合。根据水平断裂传播距离和目录震级估算出的倾角方向断裂范围显示,除最大震级事件(2018 年 1 月 8 日发生的 M = 3.4 事件)外,其他所有事件的倾角方向范围都很小,足以完全包含在储层中。
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Journal of Seismology
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