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Probabilistic seismic liquefaction triggering assessment of gravelly soils 碎石土的概率地震液化触发评估
IF 4.1 2区 工程技术 Q2 ENGINEERING, GEOLOGICAL Pub Date : 2025-12-19 DOI: 10.1007/s10518-025-02348-x
Kemal Onder Cetin, Arda Sahin, Yan-Guo Zhou, Peng Xia

Gravelly soils were traditionally considered either non-susceptible or significantly more resistant to seismic liquefaction due to their typically denser depositional characteristics and/or their enhanced capacity to dissipate excess pore water pressures. As a result, their liquefaction initiation assessments were occasionally overlooked. However, case histories starting with as early as the 1891 Mino-Owari (Japan, M7.9) and followed by events including the 1983 Borah Peak-U.S.A. M7.3, 1995 Kobe-Japan M7.2, 2008 Wenchuan-China M7.9, and 2016 Kaikoura-New Zealand M7.8, 2023 Kahramanmaras-Turkiye M7.8, have demonstrated that they can undergo significant reductions in shear strength and stiffness as a result of liquefaction. With the intent of developing liquefaction triggering models, a database consisting of 215 gravelly case histories, 99 liquefied and 116 non-liquefied, was compiled. Dynamic Cone Penetration (DPT) blow counts or shear wave velocity (({V_S})) along with median grain size (({D_{50}})) were utilized as resistance, whereas cyclic resistance ratio ((CSR)), earthquake moment magnitude (({M_w})) and vertical effective stress ((sigma _v^prime)) as the demand parameters of probability-based liquefaction triggering predictive models. The resulting models incorporate adjustments for variability in a) earthquake duration, b) vertical effective stress, and c) median grain size.

砾石土通常被认为不容易受到地震液化的影响,或者由于其典型的致密沉积特征和/或其消散多余孔隙水压力的能力增强,因此对地震液化的抵抗力更强。因此,它们的液化起始评估有时被忽视。然而,病例历史最早始于1891年的Mino-Owari(日本,M7.9),随后的事件包括1983年美国的Borah peak。M7.3, 1995年神州-日本M7.2, 2008年汶川-中国M7.9, 2016年凯库拉-新西兰M7.8, 2023年kahramanmaras -土耳其M7.8,已经证明它们可以由于液化而显著降低抗剪强度和刚度。为了建立液化触发模型,我们编制了一个由215个砾石案例组成的数据库,其中99个是液化的,116个是非液化的。采用动态锥突(DPT)击穿次数或横波速度(({V_S}))以及中位粒径(({D_{50}}))作为阻力,而循环阻力比((CSR))、地震矩震级(({M_w}))和垂直有效应力((sigma _v^prime))作为基于概率的液化触发预测模型的需求参数。由此产生的模型纳入了a)地震持续时间,b)垂直有效应力和c)中位粒度的变异性调整。
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引用次数: 0
Guest editorial: Advances on modelling and design of RC structural wall systems. Blind prediction and postdiction simulations of U-shaped wall tests. 嘉宾评论:钢筋混凝土结构墙系统的建模与设计进展。u形壁试验的盲预测与后置模拟。
IF 4.1 2区 工程技术 Q2 ENGINEERING, GEOLOGICAL Pub Date : 2025-12-18 DOI: 10.1007/s10518-025-02329-0
João Pacheco de Almeida , Ryan Hoult
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引用次数: 0
Experiment-based definition of limit states and derivation of in-plane drift capacity of brick and block URM walls for seismic design and assessment 基于试验的砖砌块URM墙体极限状态定义及面内漂移能力推导,用于抗震设计与评价
IF 4.1 2区 工程技术 Q2 ENGINEERING, GEOLOGICAL Pub Date : 2025-12-18 DOI: 10.1007/s10518-025-02313-8
Paolo Morandi, Luca Albanesi

The evaluation of the in-plane displacement capacity of URM walls at different performance levels is of primary importance for the seismic design and assessment of masonry buildings since drift limits represent one of the main parameters for the control of the damage at serviceability and ultimate conditions and affect the non-linear models used in the structural analyses and the evaluation of other significant seismic parameters, such as the q-factors for linear elastic analyses. The values of drift limits of masonry walls are still under discussion and updated as more experimental data become available and the performance objectives in design codes are updated. In order to contribute to this task, a new definition of specific performance levels for URM walls is provided in this work. Four limit states are introduced based on the increasing extent of damage due to in-plane actions derived from the results of some significant examples of in-plane tests, and are associated to different points on the experimental envelope curves. Then, the evaluation of the deformation capacity at the different limit states is carried out on in-plane cyclic tests on URM walls taken from an existing dataset. The results are provided both in aggregate form and as a function of different masonry typologies and main failure mechanisms. Statistical evaluation of the drift capacity and safety factors developed using a consistent approach have been derived to determine design values. The effects of these outcomes on the seismic design and assessment of masonry buildings are underlined, in relation with the drift limits to adopt in codified procedures.

评估不同性能水平下URM墙体的面内位移能力对砌体建筑的抗震设计和评估至关重要,因为漂移极限是控制使用和极限条件下损伤的主要参数之一,并影响结构分析中使用的非线性模型和其他重要地震参数的评估,如线性弹性分析中的q因子。砌体墙体的位移限值仍在讨论中,并随着试验数据的增多和设计规范中性能目标的更新而不断更新。为了完成这项任务,本文提供了URM墙的特定性能级别的新定义。根据一些重要的面内试验实例的结果,引入了四种极限状态,它们与实验包络曲线上的不同点相关联。然后,利用已有数据集,对不同极限状态下的墙体进行面内循环试验,评估其变形能力。结果以集合形式提供,并作为不同砌体类型和主要破坏机制的函数。采用一致的方法对漂移能力和安全系数进行了统计评估,以确定设计值。这些结果对砖石建筑的抗震设计和评估的影响被强调,与在编纂程序中采用的漂移限制有关。
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引用次数: 0
Progressive collapse of reinforced concrete building structures during earthquakes: a state-of-the-art in bridging seismic design and extreme loading scenarios 地震中钢筋混凝土建筑结构的渐进倒塌:桥梁抗震设计和极端荷载情景的最新技术
IF 4.1 2区 工程技术 Q2 ENGINEERING, GEOLOGICAL Pub Date : 2025-12-18 DOI: 10.1007/s10518-025-02344-1
Mohammad Ashrafy, Reza Aghayari

Reinforced concrete (RC) structures are widely recognized for their favorable formability, fire resistance, and structural performance. Nevertheless, numerous collapse cases have been reported under both natural hazards and human-induced incidents. Many of these failures were disproportionate and progressive, where the loss of a primary structural member triggered a chain reaction of failures. Although seismic loading can initiate such local damage and disrupt load paths, progressive collapse has conventionally been treated only as an abnormal loading case. Consequently, its occurrence during major earthquakes—often considered rare—has not been systematically included in standard seismic design procedures. This study reassesses progressive collapse from the perspective of seismic design. A historical review of earthquake-induced failures is presented, extracting lessons from past collapses. The adequacy of special seismic detailing in providing the required redundancy and integrity is critically evaluated in this context. A state-of-the-art review of experimental, numerical, theoretical, and probabilistic studies is also provided, bridging the gap between progressive collapse research and seismic design practices. Current code provisions are discussed and compared to highlight their shortcomings. Furthermore, innovative preventive approaches and risk-mitigation strategies are examined, with their advantages and limitations briefly outlined. Finally, recommendations are offered to guide the future development of seismic design codes. The novelty of this work lies in reframing progressive collapse as an integrated component of seismic design procedure and highlighting the path toward developing future standards that explicitly address this critical failure mechanism.

钢筋混凝土(RC)结构以其良好的成型性、耐火性和结构性能而得到广泛认可。然而,在自然灾害和人为事故下,已经报告了许多坍塌病例。其中许多失败是不成比例的和渐进的,其中主要结构构件的损失引发了一系列失败的连锁反应。虽然地震荷载可以引发这种局部破坏并破坏荷载路径,但渐进性坍塌通常只被视为异常荷载情况。因此,它在大地震中的发生——通常被认为是罕见的——并没有系统地包括在标准的抗震设计程序中。本研究从抗震设计的角度重新评估渐进性倒塌。对地震引起的破坏进行了历史回顾,并从过去的倒塌中吸取了教训。在这种情况下,特殊地震细节在提供所需冗余和完整性方面的充分性得到了严格的评估。还提供了对实验、数值、理论和概率研究的最新回顾,弥合了渐进倒塌研究和抗震设计实践之间的差距。讨论和比较了现行法规的规定,以突出其不足之处。此外,还审查了创新的预防办法和减轻风险战略,并简要概述了它们的优点和局限性。最后,对今后抗震设计规范的发展提出了建议。这项工作的新颖之处在于将递进式倒塌重新定义为抗震设计过程的一个组成部分,并强调了制定明确解决这一关键破坏机制的未来标准的途径。
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引用次数: 0
An efficient nonlinear-analysis-free modal solution procedure to estimate drift demands of code-compliant medium- and high-rise regular buildings 求解符合规范的中高层规则建筑的漂移需求的一种有效的非线性无分析模态求解方法
IF 4.1 2区 工程技术 Q2 ENGINEERING, GEOLOGICAL Pub Date : 2025-12-17 DOI: 10.1007/s10518-025-02334-3
Aydin Daei, Mohamad Zarrin

Significant advancement has been accomplished in recent years in developing simplified multimodal procedures for the seismic evaluation of buildings. However, many of these methods are complex and computationally intensive for practical applications. Moreover, the extension of some of these methods for structures with complicated geometries, like geometrically irregular buildings, is not practically feasible due to the exponential increase in the number of analyses required. This paper introduces an efficient nonlinear-analysis-free multi-mode procedure, referred to as AMPD, for the direct estimation of story drifts in buildings. Rooted in structural dynamics theory and leveraging the concept of modal combination, the AMPD procedure is user-friendly and straightforward and can be readily extended to buildings with various configurations since no nonlinear analysis is required in the process of its implementation. The proposed method computes nonlinear drift demands by enveloping the results obtained from a series of equations that rely solely on the modal properties of the structure deriving from an eigenvalue analysis of a linearly elastic system and the spectral parameters of earthquake ground motions. Therefore, this procedure eliminates the need for elaborate nonlinear numerical models, sophisticated software, and robust computer processors. The performance of the AMPD procedure is examined using an extensive database of code-compliant low-, mid-, and high-rise SMRFs representative of regular building configurations without extreme weak or soft stories. Comparison of the AMPD results with those from nonlinear time history analysis (NTHA), as the most accurate available method, at two seismic hazard levels reveals that the proposed approach can reliably estimate the story drift demands of buildings.

近年来,在开发用于建筑物抗震评价的简化多模态程序方面取得了重大进展。然而,对于实际应用来说,这些方法中的许多都是复杂和计算密集的。此外,将这些方法中的一些扩展到具有复杂几何形状的结构,如几何不规则的建筑物,实际上是不可行的,因为所需的分析数量呈指数增长。本文介绍了一种有效的非线性无分析多模态方法(AMPD),用于直接估计建筑物的层间漂移。基于结构动力学理论和利用模态组合的概念,AMPD程序是用户友好和直接的,并且可以很容易地扩展到具有各种配置的建筑物,因为在其实施过程中不需要非线性分析。该方法通过包络由一系列方程得到的结果来计算非线性漂移需求,这些方程仅依赖于由线性弹性系统的特征值分析得出的结构模态特性和地震地震动的频谱参数。因此,这个过程消除了对复杂的非线性数值模型、复杂的软件和强大的计算机处理器的需要。AMPD程序的性能使用一个广泛的符合规范的低、中、高层smrf数据库进行检查,这些smrf代表了没有极端薄弱或软层的常规建筑配置。将AMPD方法与非线性时程分析(NTHA)方法在两种地震危险级别下的结果进行比较,结果表明该方法可以可靠地估计建筑物的层间漂移需求。
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引用次数: 0
Advanced seismic assessment of stiffness irregular RC structures with and without base isolation under multiple earthquakes 多次地震作用下有无隔震基础的不规则钢筋混凝土结构刚度超前地震评估
IF 4.1 2区 工程技术 Q2 ENGINEERING, GEOLOGICAL Pub Date : 2025-12-17 DOI: 10.1007/s10518-025-02340-5
Pavan Kumar Thippa, R. K. Tripathi, Govardhan Bhatt

Structures designed to withstand an earthquake of significant magnitude, aftershocks provide additional challenges in such cases. The aftershocks are not isolated incidents; they commonly occur after the major earthquake and cause additional seismic losses. The current study examines the impact of multiple earthquakes on the likelihood of structure collapse from a probabilistic perspective. In the present study, stiffness irregular four-storey Reinforced Concrete (RC) framed structure with fixed and isolated bases were examined and evaluated using recorded fourteen single and seven multiple earthquakes with distinct characteristics. The Incremental Dynamic Analysis (IDA) method is used to generate fragility curves for fixed base and base-isolated structures. An equation is proposed based on the deaggregated fragility curves to determine the seismic loss of the structures. The results emphasize the significance of multiple earthquakes. When multiple earthquakes are experienced by stiffness irregular structures with base isolation, the likelihood of collapse is significantly decreased. In seismically active areas with frequent multiple earthquakes, base-isolated structures are more effective and also reduce the post-earthquake repair cost and time.

在这种情况下,设计用于承受重大地震和余震的结构会带来额外的挑战。余震并不是孤立的事件;它们通常发生在大地震之后,并造成额外的地震损失。目前的研究从概率的角度考察了多次地震对结构倒塌可能性的影响。在本研究中,使用记录的具有不同特征的14次单次地震和7次多次地震,对具有固定和隔离基础的不规则四层钢筋混凝土(RC)框架结构的刚度进行了检查和评估。采用增量动力分析(IDA)方法生成了基础固定和基础隔震结构的易损性曲线。提出了基于分解脆性曲线的结构地震损失计算公式。研究结果强调了多次地震的重要性。当具有隔震基础的刚度不规则结构经历多次地震时,其倒塌的可能性显著降低。在多次地震多发的地震活动性地区,基础隔震结构更有效,也减少了灾后修复的成本和时间。
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引用次数: 0
Damage observation-informed seismic vulnerability assessment of stainless steel-reinforced concrete bridge piers 基于损伤观测的不锈钢钢筋混凝土桥墩地震易损性评估
IF 4.1 2区 工程技术 Q2 ENGINEERING, GEOLOGICAL Pub Date : 2025-12-17 DOI: 10.1007/s10518-025-02339-y
Xiao Ge, Jian-Cheng Dai, Dong-Sheng Wang, Jing-Jing Zhang, Yu-He Zou, Yan-Hui Liu

To improve the seismic behaviour and service durability of reinforced concrete bridge piers in corrosive environments, stainless materials are used in RC components of coastal bridges. In this work, a damage observation-informed seismic vulnerability assessment method of stainless steel-reinforced concrete bridge piers is proposed to address the limitations of conventional numerical limit state definitions. The method integrates experimental damage observations into fragility analysis, ensuring more accurate damage state thresholds. A stainless steel reinforced concrete bridge pier is presented as case study. Duplex stainless steel is selected to replace conventional carbon steel as reinforcement. A validated numerical model is used to simulate seismic responses under near-fault excitations. Results show that SS-reinforced piers generally exhibit lower fragility than CS-reinforced piers, though this advantage is influenced by reinforcement ratio and axial load. The presence of velocity pulses in near-fault motions significantly increases seismic vulnerability.

为了提高钢筋混凝土桥墩在腐蚀环境中的抗震性能和使用耐久性,沿海桥梁的钢筋混凝土构件采用了不锈钢材料。针对传统数值极限状态定义的局限性,提出了一种基于损伤观测的不锈钢钢筋混凝土桥墩地震易损性评估方法。该方法将实验损伤观察结果与脆性分析相结合,保证了更准确的损伤状态阈值。以某不锈钢钢筋混凝土桥墩为例进行了分析。选用双相不锈钢代替传统的碳钢作为增强材料。利用验证的数值模型模拟了近断层激励下的地震响应。结果表明,ss加固桥墩总体脆性低于cs加固桥墩,但这一优势受配筋率和轴向荷载的影响。近断层运动中速度脉冲的存在显著增加了地震易损性。
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引用次数: 0
Assessment of V-H-M capacity curves for monopile foundations of multi-megawatt offshore wind turbines for Indian coastlines 印度沿海多兆瓦海上风力发电机单桩基础的V-H-M容量曲线评估
IF 4.1 2区 工程技术 Q2 ENGINEERING, GEOLOGICAL Pub Date : 2025-12-12 DOI: 10.1007/s10518-025-02332-5
Kingshuk Jana, Rajib Sarkar, Subhamoy Bhattacharya

The rising demand for renewable energy has significantly driven the expansion of offshore wind farms in the Indian coastal regions, with monopile foundations as the dominant support system for wind turbines in shallow coastal waters. On the Indian coastline, Gujarat and Tamil Nadu are identified as the most potential regions for harnessing wind energy. However, adequate assessment of the capacity of monopile foundations for these regions is a challenging task considering the combined effects of vertical (V), horizontal (H), and moment (M) loading. This study presents the combined V-H-M capacity curves for monopile foundations for Gujarat and Tamil Nadu coastal regions for multi-megawatt offshore wind turbines (OWT) with capacities of 5 MW, 10 MW, and 15 MW. Nonlinear three-dimensional finite element investigations are carried out for this purpose. V-H-M capacity envelopes for the monopile foundations of OWT systems are developed for different vertical load ratios of 0, 0.25, 0.50, 0.75, and 1.00. The capacity envelopes indicate that the monopiles for the Tamil Nadu region have a higher combined capacity compared to the Gujarat coast. For the vertical load ratio of 1.0, the horizontal capacity of the monopile foundations in the Tamil Nadu region is about 1.20–2.32 times more than that in the Gujarat region, whereas the moment capacity is 1.08–2.33 times more for OWT capacities considered in the study. Compared to the capacity of the 5 MW OWT, the horizontal capacity monopile foundations of 10 MW and 15 MW OWTs are greater by about 1.75–2.90 times for the Gujarat coast and 1.18–1.70 times for the Tamil Nadu coast. Furthermore, combined capacity envelopes for seismic loading are obtained through pseudo-static analyses considering the region-specific seismicity values. The effects of seismic loading on the capacity envelopes are found to be asymmetric and more evident for the Gujarat region. Overall, the study will benefit designers for assessing the capacity of monopiles considering different combinations of loading for Indian coastal regions for both static and seismic conditions.

对可再生能源不断增长的需求极大地推动了印度沿海地区海上风电场的扩张,在沿海浅水地区,单桩基础是风力涡轮机的主要支撑体系。在印度的海岸线上,古吉拉特邦和泰米尔纳德邦被认为是最有潜力利用风能的地区。然而,考虑到垂直(V)、水平(H)和弯矩(M)荷载的综合影响,对这些地区的单桩基础进行充分的能力评估是一项具有挑战性的任务。本研究展示了古吉拉特邦和泰米尔纳德邦沿海地区容量为5兆瓦、10兆瓦和15兆瓦的多兆瓦海上风力涡轮机(OWT)单桩基础的组合V-H-M容量曲线。为此进行了非线性三维有限元研究。在竖向荷载比为0、0.25、0.50、0.75和1.00的情况下,开发了适用于单桩基础的V-H-M容量包络。容量信封表明,与古吉拉特邦海岸相比,泰米尔纳德邦地区的单桩具有更高的综合容量。竖向荷载比为1.0时,泰米尔纳德邦地区单桩基础的水平承载力约为古吉拉特邦地区的1.20-2.32倍,而本研究考虑的单桩基础的弯矩承载力约为1.08-2.33倍。与5mw OWT相比,10 MW和15 MW OWT的水平容量单桩基础在古吉拉特邦海岸约为1.75-2.90倍,在泰米尔纳德邦海岸约为1.18-1.70倍。在此基础上,通过拟静力分析,考虑区域地震活动性,得到了地震荷载作用下的组合承载能力包络。地震荷载对库容包络的影响是不对称的,在古吉拉特邦地区更为明显。总的来说,这项研究将有利于设计者在考虑印度沿海地区静力和地震条件下不同荷载组合的情况下评估单桩的能力。
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引用次数: 0
Mechanical modeling, performance analysis, and economic evaluation of outer ECC jacketed composite columns 外ECC护套复合柱的力学建模、性能分析和经济评价
IF 4.1 2区 工程技术 Q2 ENGINEERING, GEOLOGICAL Pub Date : 2025-12-12 DOI: 10.1007/s10518-025-02342-3
Zhichen Liu, Yiqun Qu, Jialing Wang, Wei Huang, Bin Hu, Shijun Hu, Yinglong Song, Zuhua Zhang

Outer Engineered Cementitious Composites (ECC) jackets have been proven to significantly enhance the seismic performance of columns while facilitating rapid damage repair and jacket replacement. To promote its engineering application, there is still a lack of a complete calculation model for rapid estimation of strength and deformation, as well as an economic model for feasibility analysis, and no comparative analysis with traditional reinforcement methods has been conducted either. This study proposed a strength calculation model for outer ECC jacketed composite columns based on the “Equivalent Stiffness Method,” validated against the sectional integration method, finite element analysis (FEA), and experimental results. The FEA considered two jacket thicknesses, three jacket heights, and two equivalent cross-sections. Additionally, an economic evaluation index was introduced to assess the feasibility of applying outer ECC jacketed composite columns, along with a proportional reduction factor to account for the influence of ECC jacket height on the confinement of core concrete. Based on the theories of elastic mechanics and material mechanics, a displacement calculation model was proposed, and the skeleton curve model was modified. The results showed that the computational error of the mechanical model was less than 10%. Compared to ordinary concrete columns, outer ECC jacketed composite columns can more than double the energy dissipation. While increasing the column cross-section achieved similar bearing capacity, its ductility coefficient and energy dissipation were only half and 60% of the ECC jacketed columns, respectively, with a lower economic evaluation index. This study provides technical guidance for engineering applications and theoretical support for the design optimization of structures.

外部工程胶凝复合材料(ECC)护套已被证明可以显著提高柱的抗震性能,同时促进快速损伤修复和护套更换。为促进其工程应用,目前还缺乏完整的快速估算强度和变形的计算模型,以及可行性分析的经济模型,也没有与传统加固方法进行对比分析。本文提出了一种基于“等效刚度法”的ECC外护套复合柱强度计算模型,并对截面积分法、有限元分析(FEA)和实验结果进行了验证。有限元分析考虑了两种茄克层厚度、三种茄克层高度和两种等效截面。此外,还引入了经济评价指标来评价应用外ECC护套复合柱的可行性,以及考虑ECC护套高度对核心混凝土约束影响的比例折减系数。基于弹性力学和材料力学理论,提出了位移计算模型,并对骨架曲线模型进行了修正。结果表明,该力学模型的计算误差小于10%。与普通混凝土柱相比,外层ECC护套组合柱的耗能可提高一倍以上。增大柱截面可获得相近的承载力,但延性系数和耗能仅为ECC护套柱的一半和60%,经济评价指标较低。该研究为工程应用提供了技术指导,为结构设计优化提供了理论支持。
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引用次数: 0
Deep learning-based epicenter localization using single-station strong motion records 基于深度学习的震中定位,使用单站强震记录
IF 4.1 2区 工程技术 Q2 ENGINEERING, GEOLOGICAL Pub Date : 2025-12-12 DOI: 10.1007/s10518-025-02327-2
Melek Türkmen, Sanem Meral, Baris Yilmaz, Melis Cikis, Erdem Akagündüz, Salih Tileylioglu

This paper explores the application of deep learning (DL) techniques to strong motion records for single-station epicenter localization. Often underutilized in seismology-related studies, strong motion records contain rich information for source parameter inference. We investigate whether DL-based methods can effectively leverage this data for accurate epicenter localization. Our study introduces AFAD-1218, a collection comprising more than 36,000 strong motion records sourced from Turkey. To utilize the strong motion records represented in either the time or the frequency domain, we propose two neural network architectures: deep residual network and temporal convolutional networks. Our findings highlight significant reductions in prediction error achieved through the exclusion of low signal-to-noise ratio records, both in nationwide experiments and regional transfer-learning scenarios. Overall, this research underscores the promise of DL techniques in harnessing strong motion records for improved seismic event characterization and localization. Our codes are available via this repo: https://github.com/melekturkmen/EarthQuakeLocalization

本文探讨了深度学习技术在强震记录单站震中定位中的应用。强震记录包含丰富的震源参数推断信息,但在地震学相关研究中往往未得到充分利用。我们研究了基于dl的方法是否可以有效地利用这些数据进行准确的震中定位。我们的研究介绍了AFAD-1218,这是一个由来自土耳其的36000多个强运动记录组成的集合。为了利用在时域或频域表示的强运动记录,我们提出了两种神经网络结构:深度残差网络和时间卷积网络。我们的研究结果强调,通过排除低信噪比记录,在全国范围的实验和区域迁移学习场景中,预测误差都显著降低。总的来说,这项研究强调了深度学习技术在利用强震记录来改进地震事件表征和定位方面的前景。我们的代码可通过此回购:https://github.com/melekturkmen/EarthQuakeLocalization
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引用次数: 0
期刊
Bulletin of Earthquake Engineering
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