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The high-frequency decay parameter Kappa (κ) in the Alborz Region using broadband seismic waveforms 基于宽频带地震波的Alborz地区高频衰减参数Kappa (κ
IF 1.6 4区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-11-15 DOI: 10.1007/s10950-024-10256-x
Somayeh Ahmadzadeh, Gholam Javan-Doloei

The high-frequency decay parameter (κ) is investigated using the three-component broadband seismograms from 306 earthquakes with ML 3.1–5.6 recorded at nine Iranian National Broadband Seismic Network (BIN) stations in the Alborz region and adjacent areas. The individual κ values are calculated for both the horizontal and vertical components of each record. The estimated mean horizontal and vertical κ values are 0.051 and 0.035 s, respectively, indicating slightly lower attenuation of high-frequency energy on the vertical component than the horizontal one. The dependence of the kappa values on path and source parameters such as distance, magnitude, and focal mechanism are also investigated. A clear increasing trend is observed for κ values with hypocentral distances for horizontal and vertical components. The zero-distance kappa (κ0) values for the nine BIN stations are evaluated, and a mean value of 0.013 s is estimated, which is close to the values expected for generic rock sites. The obtained κ values show no significant correlation with the earthquake size in the magnitude range of our events. Furthermore, the κ values are found to be fairly similar for all faulting types, with a slight decrease in κ for strike-slip events; hence, the kappa values are deemed as independent of faulting type.

利用伊朗国家宽带地震台站(BIN)在Alborz地区和邻近地区记录的306次ML 3.1-5.6级地震的三分量宽带地震图,研究了高频衰减参数(κ)。为每个记录的水平和垂直分量计算单个κ值。估计的平均水平和垂直κ值分别为0.051和0.035 s,表明高频能量在垂直分量上的衰减略低于水平分量。kappa值与路径和震源参数(如距离、震级和震源机制)的关系也进行了研究。水平和垂直分量的κ值随低中心距离的增加有明显的增加趋势。对9个BIN站点的零距离kappa (κ0)值进行了评估,估计其平均值为0.013 s,与一般岩石站点的预测值接近。在我们的事件震级范围内,得到的κ值与地震的大小没有显著的相关性。此外,发现所有断层类型的κ值相当相似,走滑事件的κ值略有下降;因此,kappa值与断裂类型无关。
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引用次数: 0
Seismological monitoring of magmatic and tectonic earthquakes in the East Eifel Volcanic Field, Germany 德国东艾菲尔火山区岩浆和构造地震的地震监测
IF 1.6 4区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-10-24 DOI: 10.1007/s10950-024-10257-w
Joachim R. R. Ritter, Konun Koushesh, Bernd Schmidt, Jan-Phillip Föst, Julian Bühler, Martin Hensch, Sarah M. Mader

In 2013 there were reports on exceptionally deep earthquakes in ca. 40 km depth below the intraplate East Eifel Volcanic Field, Germany. Due to this observation the regional seismological monitoring network was improved to better explore this unusual seismicity. In order to acquire the necessary instruments, financial resources, and man power, a close partnership was initiated between the local state seismological service and academic research institutions. As an outcome the seismological field experiment called Deep Eifel Earthquake Project – Tiefe Eifel Erdbeben (DEEP-TEE) was accomplished which measures high-quality ground motion recordings since 2014. These measurements are used to study deep magmatic processes around the Laacher See Volcano (LSV) which was the site of a paroxysmal eruption just 13,079 years ago. As the DEEP-TEE network is located in a region with a high cultural noise and loose sediments, a careful site selection was a major task. Here, the network design is described and its recordings are used to determine 1-D seismic velocity models (vp, vs, and vp / vs) with station delay times to relocate the seismic events. The models include a priori information from active seismic experiments, especially in the mantle, to overcome resolution problems. The new velocity models allow to (re)locate the local earthquakes with horizontal and vertical uncertainties of ca. 0.5 km and 2.0 km, respectively. A special highlight of DEEP-TEE is the frequent observation of deep low-frequency (< 10 Hz) earthquakes whose hypocentres outline an active translithospheric channel, feeding the magmatic-fluid-volatile system underneath the LSV.

2013年,有报道称在德国东艾菲尔火山板块下约40公里深处发生了异常深的地震。由于这一观测,区域地震监测网得到了改进,以便更好地探索这种不寻常的地震活动。为了获得必要的仪器、财政资源和人力,当地国家地震服务机构和学术研究机构之间建立了密切的伙伴关系。因此,自2014年以来,完成了名为Deep Eifel Earthquake Project - Tiefe Eifel Erdbeben (Deep - tee)的地震现场实验,该实验测量了高质量的地面运动记录。这些测量结果被用于研究Laacher See火山(LSV)周围的深部岩浆过程,该火山在13079年前曾发生过一次突发性喷发。由于DEEP-TEE网络位于文化噪音高、沉积物疏松的地区,因此仔细选择场地是主要任务。在这里,描述了网络设计,并使用其记录来确定具有站点延迟时间的一维地震速度模型(vp, vs和vp / vs),以重新定位地震事件。这些模型包括来自活跃地震实验的先验信息,特别是在地幔中,以克服分辨率问题。新的速度模式允许(重新)定位局部地震,水平和垂直的不确定性分别约为0.5 km和2.0 km。deep - tee的一个特别亮点是对深低频(10赫兹)地震的频繁观测,这些地震的震源勾画出一个活跃的跨岩石圈通道,为LSV下方的岩浆流体挥发系统提供补给。
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引用次数: 0
Earthquake analysis of clusters of the most appropriate partition 地震分析簇的最适宜分区
IF 1.6 4区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-10-18 DOI: 10.1007/s10950-024-10252-1
Antonio Morales-Esteban, Rudolf Scitovski, Kristian Sabo, Danijel Grahovac, Šime Ungar

In our paper, we propose the most appropriate partition to depict the seismogenic zones of an active seismic region. To do so, the earthquake data considered are the location and magnitude. To determine three ellipsoidal layers of shallow, intermediate, and deep earthquakes, we switch from the geoid to a solid ball model and solve an appropriate multiple concentric sphere detection problem. Considering the Iberian Peninsula region, by using the Mahalanobis incremental algorithm with the help of the Mahalanobis area index and Mahalanobis minimal distance index, we first determine the most appropriate partition of earthquake positions, consisting of as compact and mutually separated clusters as possible. The result shows four clusters representing the main seismogenic zones of that area. In each of these clusters, we analyze some important earthquake properties, notably the hypocentral depths—a less researched property. Furthermore, we show how to generate a smooth surface best fitting the hypocenters in the considered area, and since the data contain many outliers, for that purpose we use the moving least absolute deviation method. In addition, for each cluster of the most appropriate partition, we ponder the question of estimating the Gutenberg–Richter’s b-value. To avoid the known drawbacks mentioned in the literature for estimating the b-parameter in the Gutenberg–Richter law, we propose the estimation of parameters a and b by using the least absolute deviation method. We also found that the hypocenters are notably deeper in the southwestern Iberian Peninsula and the Azores-Gibraltar fault zone, where the largest earthquakes take place. Finally, one should emphasize that the hypocenters study proposed in this research demonstrated that the most hazardous zone encompasses the most deep focuses. The CPU-time required for all calculations has been moderate. The methodology, used in this work, could easily be applied to other seismological areas, for which we list our freely available Mathematica-modules.

在本文中,我们提出了最合适的分区来描绘地震活跃区的发震带。为此,考虑的地震数据是位置和震级。为了确定浅、中、深地震的三个椭球层,我们从大地水准面模型切换到实心球模型,并解决了一个适当的多同心球检测问题。考虑到伊比利亚半岛地区,利用Mahalanobis增量算法,结合Mahalanobis面积指数和Mahalanobis最小距离指数,首先确定最合适的地震位置划分,由尽可能紧凑和相互分离的簇组成。结果表明,该地区的主要孕震带有4个簇。在每一组中,我们分析了一些重要的地震特性,特别是震源深度,这是一个研究较少的特性。此外,我们展示了如何在考虑的区域内生成一个最适合震源的光滑表面,并且由于数据包含许多异常值,为此我们使用移动最小绝对偏差法。此外,对于每一个最合适分区的聚类,我们考虑了Gutenberg-Richter的b值的估计问题。为了避免文献中已知的Gutenberg-Richter定律中b参数估计的缺陷,我们提出用最小绝对偏差法估计参数a和b。我们还发现,震源在伊比利亚半岛西南部和亚速尔-直布罗陀断裂带明显更深,那里是最大的地震发生地。最后,应该强调的是,本研究提出的震源研究表明,最危险的区域包含最深层的焦点。所有计算所需的cpu时间都是适度的。在这项工作中使用的方法可以很容易地应用于其他地震领域,为此我们列出了我们免费提供的数学模块。
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引用次数: 0
Kinematic rupture modeling of broadband ground motion from the 2022 MS6.9 Menyuan earthquake 2022年门源MS6.9地震宽带地震动的运动学破裂模拟
IF 1.6 4区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-10-14 DOI: 10.1007/s10950-024-10247-y
Mengtao Wu, Jun Yang

We propose a novel kinematic rupture modeling procedure for synthesizing broadband ground motions derived from the frequency-wavenumber integration algorithm. This procedure addresses two key issues in characterizing the rupture processes relevant to broadband seismic radiation: an accurate Green's function and a well-constrained kinematic source model. For the first issue, we derive the theoretical Green's function based on an improved dynamic stiffness matrix approach that effectively handles wave propagation in a 1D crustal velocity structure across a broad frequency band. For the second issue, we generate the hybrid source model that combines asperity slip and random slip over the fault plane to effectively implement constraints on the radiated energy during the whole rupture process. The accuracy and effectiveness of the proposed methodology are verified by comparing with the surface acceleration traces and Fourier spectra calculated by spectral element method. With the hybrid source model and crustal velocity structure applicable to the target area, the broadband (0–10 Hz) ground motion of the 2022 MS6.9 Menyuan earthquake is synthesized. The amplitude, duration, and frequency content of the synthetic motions are systematically compared with those of the available observed records and ground motion attenuation relationships, as well as the spatial distribution characteristics of the near-field ground motions from the earthquake scenarios are presented. In conclusion, the case study of the Menyuan MS6.9 earthquake demonstrates that the presented modeling procedure can estimate broadband ground motions rapidly and reliably from a physics-based kinematic rupture perspective.

我们提出了一种基于频率-波数积分算法合成宽带地震动的新型运动学破裂建模方法。该程序解决了描述与宽带地震辐射有关的破裂过程的两个关键问题:准确的格林函数和良好约束的运动学源模型。对于第一个问题,我们基于改进的动态刚度矩阵方法推导出理论格林函数,该方法有效地处理了一维地壳速度结构中波在宽频带中的传播。对于第二个问题,我们在断层面上建立了结合粗糙滑动和随机滑动的混合震源模型,以有效地实现对整个破裂过程中辐射能量的约束。通过与谱元法计算的表面加速度轨迹和傅立叶谱的对比,验证了该方法的准确性和有效性。利用混合震源模型和适用于目标区域的地壳速度结构,合成了2022年门源MS6.9地震的宽带(0-10 Hz)地震动。系统地比较了合成运动的幅值、持续时间和频率内容与已有观测记录的振幅、持续时间和地震动衰减关系,并给出了地震情景下近场地震动的空间分布特征。最后,以门源MS6.9地震为例进行了研究,结果表明,本文提出的模拟方法能够快速、可靠地从基于物理的运动学破裂角度估计宽带地震动。
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引用次数: 0
Analysis of the influential factors controlling the occurrence of injection-induced earthquakes in Northeast British Columbia, Canada, using machine-learning-based algorithms 基于机器学习的算法分析加拿大不列颠哥伦比亚省东北部注入地震发生的影响因素
IF 1.6 4区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-10-07 DOI: 10.1007/s10950-024-10248-x
Fatemeh Esfahani, Alireza Babaie Mahani, Honn Kao

We use a machine learning approach based on the Extreme Gradient Boosting algorithm to analyze the controlling factors of injection induced earthquakes (IIE) in northeast British Columbia (NE BC), particularly hydraulic fracturing induced seismicity within the Montney unconventional resource play. We compile comprehensive datasets incorporating seismological, operational, and stratigraphic features corresponding to various spatiotemporal grids to rank the controlling factors in terms of their importance. Our results show that, in general, the number of hydraulic fracturing stage is the most important factor controlling IIE, followed by cumulative volume of injected fluid and two depth-related features: depth difference between hydraulic fracturing injection and Montney formation and depth difference between Precambrian basement and Montney formation. Out of 168 datasets with varying spatiotemporal grids, the best model performance is achieved for the dataset with spatial grid of 0.1 degree and temporal grid of 10 days. Based on the Shapley Additive exPlanations values, we observe that a threshold of ~ 2200 in the number of hydraulic fracturing stages significantly encourages the occurrence of IIE while the threshold for cumulative volume of injected fluid is ~ 500,000 m3. Moreover, the occurrence of IIE is mostly encouraged when injections occur within ~ 300 m below the top of Montney formation (associated with the maximum thickness of this formation in NE BC) and at ~ 1700 m above the top of Precambrian basement.

我们使用基于极端梯度增强算法的机器学习方法来分析不列颠哥伦比亚省东北部(NE BC)注入诱发地震(IIE)的控制因素,特别是Montney非常规资源区内的水力压裂诱发地震活动。我们编制了综合数据集,包括地震、操作和地层特征,对应于各种时空网格,根据其重要性对控制因素进行排序。研究结果表明,总体而言,水力压裂段数是控制IIE的最重要因素,其次是累计注入流体体积,以及水力压裂注入与Montney地层的深度差和前寒武纪基底与Montney地层的深度差两个与深度相关的特征。在168个具有不同时空网格的数据集中,0.1度空间网格和10天时间网格的数据集的模型性能最好。根据Shapley Additive exPlanations值,我们观察到水力压裂段数的阈值为~ 2200会显著促进IIE的发生,而累计注入流体体积的阈值为~ 500,000 m3。此外,当注入发生在蒙特尼组顶部以下~ 300 m(与东北BC省该组的最大厚度有关)和前寒武纪基底顶部以上~ 1700 m时,IIE的发生最为有利。
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引用次数: 0
Assessing the reliability of the EMSC testimonies database and its potential use for the generation of near-real-time ShakeMaps in the Aegean area 评估EMSC证据数据库的可靠性及其在爱琴海地区近实时地震地图生成方面的潜在用途
IF 1.6 4区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-10-07 DOI: 10.1007/s10950-024-10250-3
Michail Ravnalis, Costas Papazachos, Christos Papaioannou, Remy Bossu, Charalampos Kkallas, Christos Evangelidis, Petros Triantafyllidis, Kiriaki Konstantinidou

We investigate the possibility of combined interpretation of macroseismic and strong-motion data for recent large earthquakes in the Aegean area. We employ macroseismic information derived from EMSC testimonies, as well as strong-motion information extracted from online sources provided by two Greek institutes (ITSAK and GEIN-NOA). The EMSC testimonies database (https://www.seismicportal.eu/testimonies-ws/) is a widely used inventory for the damage distribution of significant earthquakes. The collected data were first compared with the predicted macroseismic intensities using the empirical relation of Papazachos and Papaioannou (J Seismol 1:181–201, 1997) While the correlation between the observed and modeled data was found to be satisfactory, a systematic bias is evident for very high and very low values intensities derived from the reported EMSC testimonies. A Monte Carlo simulation approach was employed to identify the source of this bias, suggesting that it is a result of the large scatter of the EMSC data and the limits of the macroseismic scale used. To minimize this effect, a spatial grouping and smoothing approach was adopted for the EMSC dataset, resulting in significantly improved correlations with the available independent strong motion estimates, such as PGA and PGV. Using this correlation, we demonstrate through several examples that it is possible to reconstruct the main features of the damage pattern for strong earthquakes in the Aegean. This is achieved by jointly analyzing rapidly crowdsourced EMSC data and strong motion information, after appropriate processing of the raw macroseismic dataset.

我们研究了爱琴海地区近期大地震的大震和强震数据联合解释的可能性。我们使用了来自EMSC证词的宏观地震信息,以及从两个希腊研究所(ITSAK和GEIN-NOA)提供的在线资源中提取的强震信息。EMSC见证数据库(https://www.seismicportal.eu/testimonies-ws/)是一个广泛使用的重大地震损害分布清单。首先,利用Papazachos和Papaioannou的经验关系,将收集到的数据与预测的宏观地震烈度进行比较(J Seismol 1:181-201, 1997)。虽然发现观测数据和模型数据之间的相关性令人满意,但从报道的EMSC证据中得出的非常高和非常低的强度值存在明显的系统偏差。采用蒙特卡罗模拟方法来确定这种偏差的来源,表明这是由于EMSC数据的大分散和所使用的宏观地震尺度的限制。为了最大限度地减少这种影响,EMSC数据集采用了空间分组和平滑方法,从而显著提高了与可用的独立强运动估计(如PGA和PGV)的相关性。利用这种相关性,我们通过几个例子证明,有可能重建爱琴海强震破坏模式的主要特征。这是通过对原始大地震数据集进行适当处理后,共同分析快速众包的EMSC数据和强运动信息来实现的。
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引用次数: 0
Characterizing Egyptian National Seismic Network station sites using genetic optimization for microtremor data inversion 利用遗传优化方法反演埃及国家地震台网站点微震数据
IF 1.6 4区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-10-04 DOI: 10.1007/s10950-024-10245-0
Sayed S. R. Moustafa, Ahmad M. Faried, Mohamed H. Yassien

Precise site response characterization is essential for understanding lithostratigraphic subsurface properties, seismic site effects, and soil classification within seismic networks. This study addresses the challenge of limited shear-wave velocity data within the upper 30 meters ((V_{S30})) at 39 stations of the Egyptian National Seismic Network (ENSN) in Northern Egypt. We employ the inversion of Horizontal-to-Vertical Spectral Ratio (HVSR) data from single-station ambient noise using an Elitist Genetic Algorithm (EGA) to estimate the shear-wave velocity profile at each station. This algorithm uses an equivalent linear approach based on the viscoelastic Kelvin-Voigt model to compute the theoretical site response of horizontally stratified soil layers. Inversion results from Multichannel Analysis of Surface Waves (MASW) conducted at five ENSN stations were incorporated to refine the input inversion parameters and control the genetic HVSR inversion outcomes. This approach effectively demonstrates the HVSR method’s ability to detect variations in the shear-wave velocity structure with depth and determine the average shear-wave velocity in the upper 30 meters. The obtained site-specific amplification data contributes to a more detailed understanding of site conditions, enabling precise determination of site classification and characterization factors. This facilitates refined Peak Ground Acceleration (PGA) estimations, thereby substantially enhancing the robustness of future seismic hazard assessments in Egypt.

精确的现场反应表征对于了解地震台网内的岩石地层地下性质、地震现场效应和土壤分类至关重要。本研究解决了埃及北部国家地震台网(ENSN) 39个台站30米((V_{S30}))内有限的横波速度数据的挑战。我们利用精英遗传算法(EGA)反演单站环境噪声的水平-垂直谱比(HVSR)数据,估计每个站点的横波速度剖面。该算法采用基于黏弹性Kelvin-Voigt模型的等效线性方法计算水平分层土层的理论场地响应。利用5个ENSN台站的多通道表面波分析(Multichannel Analysis of Surface Waves, MASW)反演结果,优化输入反演参数,控制HVSR反演结果。该方法有效地证明了HVSR方法能够探测剪切波速度结构随深度的变化,并确定上部30米的平均剪切波速度。获得的位点特异性扩增数据有助于更详细地了解位点条件,从而精确确定位点分类和表征因素。这有助于精确估计峰值地面加速度(PGA),从而大大提高埃及未来地震灾害评估的稳健性。
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引用次数: 0
Rupture directivity of the 2019 ML 6.3 Xiulin (Taiwan) earthquake estimated by near-field seismograms 用近场地震记录估计2019年台湾秀林ML 6.3地震的破裂方向
IF 1.6 4区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-10-01 DOI: 10.1007/s10950-024-10251-2
Ruey-Der Hwang, Chiung-Yao Lin, Cai-Yi Lin

We deconvolved regional seismograms to derive the azimuth-dependent source time functions for the 2019 Xiulin (Taiwan) earthquake. Subsequently, using rupture directivity and multiple-event analyses, we investigated the earthquake’s rupture features. The rupture directivity analysis revealed a rupture length of 11.5 km, a source duration of 7.37 s, and a rupture velocity (Vr) of 1.56 km/s, approximately 0.4 times the crustal S-wave velocity. The multiple-event analysis indicated two sub-ruptures during the earthquake. Notably, the average rupture and the sub-rupture shared the same product of ΔσSVr3 (ΔσS: static stress drop), adhering to a specific source-scaling relationship. In summary, the 2019 Xiulin earthquake exhibited a relatively low Vr and a relatively high ΔσS. Additionally, we observed similarities between the 2018 Hualien and 2019 Xiulin earthquakes by comparing their fault parameters. The rupture directivity analysis revealed that both earthquakes occurred on the same westward-dipping plane, suggesting that the 2019 Xiulin earthquake represented the residual stress release from the 2018 Hualien earthquake. Compared with the Hualien earthquake, the Xiulin earthquake dissipated more energy per unit area to rupture the fault.

我们对区域地震记录进行反卷积,得出了2019年台湾秀林地震的方位相关震源时间函数。随后,我们利用破裂指向性和多事件分析研究了地震的破裂特征。破裂指向性分析显示,此次地震的破裂长度为11.5 km,震源持续时间为7.37 s,破裂速度为1.56 km/s,约为地壳横波速度的0.4倍。多事件分析表明地震期间有两次次破裂。值得注意的是,平均破裂和次破裂具有相同的ΔσSVr3 (ΔσS:静应力降)乘积,遵循特定的源-尺度关系。综上所述,2019年秀林地震呈现出较低的Vr和较高的ΔσS。此外,我们通过比较2018年花莲地震和2019年秀林地震的断层参数,观察到它们之间的相似性。断裂指向性分析表明,两场地震发生在同一西倾平面上,表明2019年秀林地震代表了2018年花莲地震的残余应力释放。与花莲地震相比,秀林地震单位面积耗散的断裂能量更大。
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引用次数: 0
Influence of seismological factors to earthquake-induced tsunami and sensitivity of structural response to orientations 地震因素对地震海啸的影响及结构对方位反应的敏感性
IF 1.6 4区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-09-30 DOI: 10.1007/s10950-024-10249-w
Mrityunjoy Naskar, Sunil Singh Mayengbam, Rana Roy

The present paper aims to investigate the implications of the seismological factors (strike angle, rake angle, dip angle, focal depth, and magnitude) on the characteristics (inundation depth/wave height and velocity) of earthquake-induced tsunamis. The uniform slip model is used primarily for characterizing the seismic source and exploring how various seismological factors affect tsunami characteristics. The observed tsunami characteristics is physically explained in far and near fields in light of the seismological factors and wave characteristics. Since unidirectional analysis is generally adopted for tsunami design, sensitivity of structural response to orientations is studied in detail. It has been shown that there exists an orientation that can be determined in terms of pure tsunami characteristics in which the structural response achieves its maximum. Simple case studies are illustrated, and it is shown that, for a deterministic tsunami scenario, the maximum values of inter-story drift may be estimated by a single unidirectional analysis resolving velocity components in the orientation defined herein as the most intense orientation. When assessing structural responses, both uniform and non-uniform slip models are considered simultaneously. Interestingly, although the uniform slip model may provide an unconservative estimate of structural response, it can still accurately predict the orientation that corresponds to the maximum response, similar to the non-uniform slip model.

本文旨在探讨地震因素(走向角、前角、倾角、震源深度和震级)对地震海啸特征(淹没深度/波高和速度)的影响。均匀滑动模型主要用于描述震源和探讨各种地震因素对海啸特征的影响。根据地震因素和波浪特征,在远场和近场对观测到的海啸特征进行了物理解释。由于海啸设计一般采用单向分析,本文详细研究了结构响应对方向的敏感性。研究表明,存在一个方向,可以根据纯粹的海啸特征来确定,在这个方向上结构反应达到最大。简单的案例研究表明,对于确定的海啸情景,可以通过单一的单向分析来估计层间漂移的最大值,解析速度分量在这里定义为最强烈的方向。在评估结构响应时,同时考虑均匀滑移模型和非均匀滑移模型。有趣的是,虽然均匀滑移模型可以提供结构响应的非保守估计,但它仍然可以准确地预测最大响应对应的方向,类似于非均匀滑移模型。
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引用次数: 0
Conditional earthquake probabilities along the North Anatolian fault zone based on inverse Gaussian against lognormal distribution 基于逆高斯反对数正态分布的北安那托利亚断裂带条件地震概率
IF 1.6 4区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-09-25 DOI: 10.1007/s10950-024-10244-1
Murat Nas, Yusuf Bayrak, Eleni Mpapka, Theodoros M. Tsapanos

This study offers a comprehensive forecast of conditional earthquake recurrence probabilities in the North Anatolian Fault Zone (NAFZ), utilizing advanced statistical models and temporal analyses, aiming to discern the likelihood of future earthquakes. We sought to contribute insights into seismic hazard assessment by analyzing earthquakes (MW ≥ 4.0) from 1900–2022, employing Inverse Gaussian (aka Brownian Passage Time) and Lognormal distribution models, categorizing the NAFZ into ten seismic zones. Rigorous model fitness assessments were conducted, including Akaike and Bayesian information criteria, Kolmogorov–Smirnov, and Anderson–Darling tests. Conditional probabilities were calculated across eleven temporal intervals (0–50 years) and eleven residual periods (1–50 years), starting on January 1, 2023, and extending into the future. Results reveal nuanced earthquake probabilities, highlighting a heterogeneous seismic hazard landscape. Probability forecasts surge within the initial five years and continue to rise for another five years, underscoring the spatiotemporal sensitivity and widespread earthquake hazard. The findings enhance the understanding of seismic hazard assessment, extending the future applicability potential to global seismic regions. Acknowledging uncertainties and relying on instrumental data, future research could explore more extensive areas and refined data sources, along with new modeling techniques, to enhance forecasting accuracy. The findings stress the need for earthquake preparedness throughout the study area, not only for the anticipated large earthquakes but especially for medium-magnitude earthquakes. This remark manifestly underscores the necessity to develop strategies to reduce possible damage and loss of life stemming from the collapse of non-engineered and rural building stock unevenly scattered along the NAFZ that remain vulnerable to moderate-magnitude earthquakes.

本研究利用先进的统计模型和时间分析,对北安那托利亚断裂带(NAFZ)的条件地震复发概率进行了综合预测,旨在识别未来地震的可能性。我们试图通过分析1900-2022年的地震(MW≥4.0),采用逆高斯(又名布朗通过时间)和对数正态分布模型,将NAFZ分为10个地震带,从而为地震危险性评估提供见解。进行了严格的模型适应度评估,包括赤池和贝叶斯信息标准,Kolmogorov-Smirnov和Anderson-Darling检验。条件概率计算跨越11个时间间隔(0-50年)和11个剩余周期(1 - 50年),从2023年1月1日开始,一直延伸到未来。结果揭示了微妙的地震概率,突出了一个不均匀的地震危险景观。概率预测在前5年急剧上升,并在未来5年继续上升,突出了地震的时空敏感性和广泛的危险性。这些发现增强了对地震危险性评估的认识,扩大了未来在全球地震区的适用性潜力。认识到不确定性并依靠仪器数据,未来的研究可以探索更广泛的领域和更完善的数据源,以及新的建模技术,以提高预测的准确性。研究结果强调,整个研究区域都需要做好地震准备,不仅是针对预期的大地震,而且尤其是针对中等震级的地震。这番话显然强调了制定战略的必要性,以减少因非工程建筑和农村建筑的倒塌而可能造成的损害和生命损失,这些建筑分布在NAFZ沿线,容易受到中等地震的影响。
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Journal of Seismology
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