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SeisMIC - an Open Source Python Toolset to Compute Velocity Changes from Ambient Seismic Noise SeisMIC--从环境地震噪声计算速度变化的开源 Python 工具集
Pub Date : 2024-02-04 DOI: 10.26443/seismica.v3i1.1099
Peter Makus, Christoph Sens-Schönfelder
We present SeisMIC, a fast, versatile, and adaptable open-source software to estimate seismic velocity changes from ambient seismic noise. SeisMIC includes a broad set of tools and functions to facilitate end-to-end processing of ambient noise data, from data retrieval and raw data analysis via spectrogram computation, over waveform coherence analysis, to post-processing of the final velocity change estimates. A particular highlight of the software is its ability to invert velocity change time series onto a spatial grid, making it possible to create maps of velocity changes. To tackle the challenge of processing large continuous datasets, SeisMIC can exploit multithreading at high efficiency with an about five-time improvement in compute time compared to MSNoise, probably the most widespread ambient noise software. In this manuscript, we provide a short tutorial and tips for users on how to employ SeisMIC most effectively. Extensive and up-to-date documentation is available online. Its broad functionality combined with easy adaptability and high efficiency make SeisMIC a well-suited tool for studies across all scales.
我们介绍的 SeisMIC 是一款快速、多功能、适应性强的开源软件,用于从环境地震噪声中估算地震速度变化。SeisMIC 包括一套广泛的工具和功能,便于对环境噪声数据进行端到端处理,从数据检索和原始数据分析(通过频谱图计算),到波形相干性分析,再到最终速度变化估计的后处理。该软件的一大亮点是能够将速度变化时间序列反转到空间网格上,从而绘制出速度变化图。为了应对处理大型连续数据集的挑战,SeisMIC 可以高效利用多线程,与 MSNoise(可能是最常用的环境噪声软件)相比,计算时间缩短了约五倍。在本手稿中,我们为用户提供了如何最有效地使用 SeisMIC 的简短教程和提示。网上提供了大量最新文档。SeisMIC 功能广泛、适应性强、效率高,是进行各种规模研究的理想工具。
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引用次数: 0
SeisMIC - an Open Source Python Toolset to Compute Velocity Changes from Ambient Seismic Noise SeisMIC--从环境地震噪声计算速度变化的开源 Python 工具集
Pub Date : 2024-02-04 DOI: 10.26443/seismica.v3i1.1099
Peter Makus, Christoph Sens-Schönfelder
We present SeisMIC, a fast, versatile, and adaptable open-source software to estimate seismic velocity changes from ambient seismic noise. SeisMIC includes a broad set of tools and functions to facilitate end-to-end processing of ambient noise data, from data retrieval and raw data analysis via spectrogram computation, over waveform coherence analysis, to post-processing of the final velocity change estimates. A particular highlight of the software is its ability to invert velocity change time series onto a spatial grid, making it possible to create maps of velocity changes. To tackle the challenge of processing large continuous datasets, SeisMIC can exploit multithreading at high efficiency with an about five-time improvement in compute time compared to MSNoise, probably the most widespread ambient noise software. In this manuscript, we provide a short tutorial and tips for users on how to employ SeisMIC most effectively. Extensive and up-to-date documentation is available online. Its broad functionality combined with easy adaptability and high efficiency make SeisMIC a well-suited tool for studies across all scales.
我们介绍的 SeisMIC 是一款快速、多功能、适应性强的开源软件,用于从环境地震噪声中估算地震速度变化。SeisMIC 包括一套广泛的工具和功能,便于对环境噪声数据进行端到端处理,从数据检索和原始数据分析(通过频谱图计算),到波形相干性分析,再到最终速度变化估计的后处理。该软件的一大亮点是能够将速度变化时间序列反转到空间网格上,从而绘制出速度变化图。为了应对处理大型连续数据集的挑战,SeisMIC 可以高效利用多线程,与 MSNoise(可能是最常用的环境噪声软件)相比,计算时间缩短了约五倍。在本手稿中,我们为用户提供了如何最有效地使用 SeisMIC 的简短教程和提示。网上提供了大量最新文档。SeisMIC 功能广泛、适应性强、效率高,是进行各种规模研究的理想工具。
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引用次数: 0
Testing the Predictive Power of b Value for Italian Seismicity 测试 b 值对意大利地震的预测能力
Pub Date : 2024-02-01 DOI: 10.26443/seismica.v3i1.1084
C. Godano, A. Tramelli, G. Petrillo, Vincenzo Convertito
A very efficient method for estimating the completeness magnitude mc and the scaling parameter b of earthquake magnitude distribution has been thoroughly tested using synthetic seismic catalogues. Subsequently, the method was employed to assess the capability of the b-value in differentiating between foreshocks and aftershocks, confirming previous findings regarding the Amatrice-Norcia earthquake sequence. However, a blind algorithm reveals that the discriminative ability of the b-value necessitates a meticulous selection of the catalogue, thereby reducing the predictability of large events occurring subsequent to a prior major earthquake.
利用合成地震目录对估算地震震级分布的完整性震级 mc 和比例参数 b 的高效方法进行了全面测试。随后,使用该方法评估了 b 值在区分前震和余震方面的能力,证实了之前关于 Amatrice-Norcia 地震序列的研究结果。然而,盲算法显示,b 值的分辨能力要求对地震目录进行细致的选择,从而降低了对之前大地震之后发生的大事件的可预测性。
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引用次数: 0
Testing the Predictive Power of b Value for Italian Seismicity 测试 b 值对意大利地震的预测能力
Pub Date : 2024-02-01 DOI: 10.26443/seismica.v3i1.1084
C. Godano, A. Tramelli, G. Petrillo, Vincenzo Convertito
A very efficient method for estimating the completeness magnitude mc and the scaling parameter b of earthquake magnitude distribution has been thoroughly tested using synthetic seismic catalogues. Subsequently, the method was employed to assess the capability of the b-value in differentiating between foreshocks and aftershocks, confirming previous findings regarding the Amatrice-Norcia earthquake sequence. However, a blind algorithm reveals that the discriminative ability of the b-value necessitates a meticulous selection of the catalogue, thereby reducing the predictability of large events occurring subsequent to a prior major earthquake.
利用合成地震目录对估算地震震级分布的完整性震级 mc 和比例参数 b 的高效方法进行了全面测试。随后,使用该方法评估了 b 值在区分前震和余震方面的能力,证实了之前关于 Amatrice-Norcia 地震序列的研究结果。然而,盲算法显示,b 值的分辨能力要求对地震目录进行细致的选择,从而降低了对之前大地震之后发生的大事件的可预测性。
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引用次数: 0
Dispersive Elastic Moduli and Frequency-Dependent Attenuation due to Wave-Induced Fluid Flow in Metapelite 水镁石中波诱发流体流动引起的分散弹性模量和随频率变化的衰减
Pub Date : 2024-01-29 DOI: 10.26443/seismica.v3i1.624
C. Fliedner, Melodie French
Seismic waves are used to interpret geologic structure, composition, and environmental conditions in the Earth. However, rocks are not perfectly elastic and their viscoelasticity can dissipate energy during wave propagation. Wave-induced fluid flow mechanisms can cause viscoelasticity resulting in frequency-dependent attenuation, velocities, and elastic moduli (dispersion) in saturated rocks. Dispersion and attenuation are hypothesized to be important in subduction zones, where regions of high fluid content are interpreted below the seismogenic zone. However, this has not been well-tested because of a lack of measurements on relevant lithologies and under saturated conditions. We measured the Young's and shear moduli and the attenuation of a greenschist facies metapelite with the forced oscillation technique at frequencies between 2 x 10-5 and 30 Hz. The moduli and attenuation are frequency-dependent under saturated conditions and depend on the effective pressure. At relatively low effective pressure, the Young's and shear moduli increase by over 50 % between 2 x 10-5 and 30 Hz. We use Standard Linear Solid viscoelastic models to investigate the relationship between the attenuation and dispersion in the Orocopia schist. The models are consistent with the experimental data and demonstrate that viscoelasticity can cause significant dispersion and attenuation in subduction zones.
地震波用于解释地球的地质结构、组成和环境条件。然而,岩石并不是完全弹性的,其粘弹性会在波的传播过程中耗散能量。波浪诱导的流体流动机制可导致粘弹性,从而在饱和岩石中产生与频率相关的衰减、速度和弹性模量(色散)。据推测,频散和衰减在俯冲带中非常重要,因为在俯冲带中,高流体含量区域被解释为发生地震的区域之下。然而,由于缺乏对相关岩性和饱和条件下的测量,这一假设尚未得到很好的验证。我们采用强迫振荡技术,以 2 x 10-5 到 30 Hz 的频率,测量了绿泥石岩相玄武岩的杨氏模量、剪切模量和衰减。在饱和条件下,模量和衰减与频率有关,并取决于有效压力。在相对较低的有效压力下,杨氏模量和剪切模量在 2 x 10-5 和 30 Hz 之间增加了 50%以上。我们使用标准线性固体粘弹性模型来研究奥罗科比亚片岩中衰减和分散之间的关系。这些模型与实验数据一致,并证明粘弹性可在俯冲带造成显著的弥散和衰减。
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引用次数: 0
Passive Assessment of Geophysical Instruments Performance using Electrical Network Frequency Analysis 利用电网频率分析对地球物理仪器性能进行被动评估
Pub Date : 2023-12-12 DOI: 10.26443/seismica.v2i2.1082
Mathijs Koymans, J. Assink, Elske De Zeeuq-van Dalfsen, L. Evers
The electrical network frequency (ENF) of the alternating current operated on the power grid is a well-known source of noise in digital recordings. The noise is widespread and appears not just in close proximity to high-voltage power lines, but also in instruments simply connected to the mains powers grid. This omnipresent, anthropogenic signal is generally perceived as a nuisance in the processing of geophysical data. Research has therefore been mainly focused on its elimination from data, while its benefits have gone largely unexplored. It is shown that mHz fluctuations in the nominal ENF (50-60 Hz) induced by variations in power usage can be accurately extracted from geophysical data. This information represents a persistent time-calibration signal that is coherent between instruments over national scales. Cross-correlation of reliable reference ENF data published by electrical grid operators with estimated ENF data from geophysical recordings allows timing errors to be resolved at the 1 s level. Furthermore, it is shown that a polarization analysis of particle motion at the ENF can detect instrument orientation anomalies. While the source of the ENF signal in geophysical data appears instrument and site specific, its general utility in the detection of timing and orientation anomalies is presented.
电网交流电的电网频率(ENF)是众所周知的数字录音噪音源。这种噪声非常普遍,不仅出现在高压电线附近,也出现在与主电网相连的仪器中。这种无处不在的人为信号通常被视为地球物理数据处理过程中的干扰。因此,研究主要集中在消除数据中的这种信号,而对它的益处则基本上没有进行探讨。研究表明,可以从地球物理数据中准确提取由用电量变化引起的标称 ENF(50-60 赫兹)的毫赫兹波动。这一信息代表了一种持续的时间校准信号,在全国范围内各仪器之间具有一致性。将电网运营商发布的可靠参考 ENF 数据与地球物理记录中的估计 ENF 数据进行交叉相关,可以解决 1 秒级的时间误差问题。此外,研究还表明,对 ENF 上的粒子运动进行极化分析可以检测到仪器的方向异常。虽然地球物理数据中 ENF 信号的来源似乎与仪器和地点有关,但本文介绍了 ENF 在检测定时和定向异常方面的一般用途。
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引用次数: 0
Rayleigh wave group velocities in North-West Iran: SOLA Backus-Gilbert vs. Fast Marching tomographic methods 伊朗西北部的瑞利波群速度:SOLA Backus-Gilbert 与快速行进层析成像方法对比
Pub Date : 2023-12-05 DOI: 10.26443/seismica.v2i2.1011
Saman Amiri, Alessia Maggi, Mohammad Tatar, D. Zigone, C. Zaroli
In this study, we focus on Northwest Iran and exploit a dataset of Rayleigh-wave group-velocity measurements obtained from ambient noise cross-correlations and earthquakes.We build group-velocity maps using the recently developed SOLA Backus-Gilbert linear tomographic scheme as well as the more traditional Fast-marching Surface-wave Tomography method.The SOLA approach produces robust, unbiased local averages of group velocities with detailed information on their local resolution and uncertainty; however, it does not as yet allow ray-path updates in the inversion process. The Fast-marching method, on the other hand, does allow ray-path updates, although it does not provide information on the resolution and uncertainties of the resulting models (at least not without great computational cost) and may suffer from bias due to model regularisation.The core of this work consists in comparing these two tomographic methods, in particular how they perform in the case of strong vs. weak seismic-velocity contrasts and good vs. poor data coverage. We demonstrate that the only case in which the Fast-marching inversion outperforms the SOLA inversion is for strong anomaly contrasts in regions with good path coverage; in all other configurations, the SOLA inversion produces more coherent anomalies with fewer artefacts.
在这项研究中,我们将重点放在伊朗西北部,并利用从环境噪声相互关联和地震中获得的瑞利波群速度测量数据集。我们使用最近开发的SOLA Backus-Gilbert线性层析成像方案以及更传统的快速行进表面波层析成像方法构建群速度图。SOLA方法产生强大的、无偏的群速度局部平均值,并提供有关其局部分辨率和不确定性的详细信息;然而,它还不允许在反演过程中更新射线路径。另一方面,快速推进方法确实允许射线路径更新,尽管它不提供有关结果模型的分辨率和不确定性的信息(至少不是没有很大的计算成本),并且可能由于模型正则化而受到偏差。这项工作的核心在于比较这两种层析成像方法,特别是它们在强地震速度对比与弱地震速度对比以及数据覆盖良好与较差的情况下的表现。我们证明了快速前进反演优于SOLA反演的唯一情况是在路径覆盖良好的区域中出现强烈的异常对比;在所有其他配置中,SOLA反演产生的异常更连贯,人工制品更少。
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引用次数: 0
The sharp turn: Backward rupture branching during the 2023 Mw 7.8 Kahramanmaraş (Türkiye) earthquake 急转弯:2023年7.8 Mw kahramanmaraku (t<s:1> rkiye)地震期间的向后破裂分支
Pub Date : 2023-11-14 DOI: 10.26443/seismica.v2i3.1083
Xiaotian Ding, Shiqing Xu, Yuqing Xie, Martijn Van den Ende, Jan Premus, Jean-Paul Ampuero
Multiple lines of evidence indicate that the 2023 Mw 7.8 Kahramanmaraş (Türkiye) earthquake started on a splay fault, then branched bilaterally onto the nearby East Anatolian Fault (EAF). This rupture pattern includes one feature previously deemed implausible, called backward rupture branching: rupture propagating from the splay fault onto the SW EAF segment through a sharp corner (with an acute angle between the two faults). To understand this feature, we perform 2.5-D dynamic rupture simulations considering a large set of possible scenarios. We find that both subshear and supershear ruptures on the splay fault can trigger bilateral ruptures on the EAF, which themselves can be either subshear, supershear, or a mixture of the two. In most cases, rupture on the SW segment of the EAF starts after rupture onset on its NE segment: the SW rupture is triggered by the NE rupture. Only when the EAF has initial stresses very close to failure can its SW segment be directly triggered by the initial splay-fault rupture, earlier than the activation of the NE segment. These results advance our understanding of the mechanisms of multi-segment rupture and the complexity of rupture processes, paving the way for a more accurate assessment of earthquake hazards.
多种证据表明,2023年的7.8兆瓦kahramanmaraku (t基耶)地震始于一个展断层,然后两侧分支到附近的东安纳托利亚断层(EAF)。这种破裂模式包括一个以前被认为不可信的特征,称为反向破裂分支:破裂通过一个尖角(两个断层之间有一个锐角)从张开断层传播到SW EAF段。为了理解这一特性,我们考虑了大量可能的场景,进行了2.5维动态破裂模拟。我们发现,扇形断层上的亚剪切和超剪切破裂都可以触发电场上的双边破裂,其本身可以是亚剪切、超剪切或两者的混合破裂。在大多数情况下,EAF的西南段破裂在其网段破裂后开始:西南段破裂是由网段破裂触发的。只有当EAF的初始应力非常接近破坏时,它的SW段才会被初始的斜断层破裂直接触发,比NE段的激活要早。这些结果促进了我们对多段破裂机制和破裂过程复杂性的理解,为更准确地评估地震危险性铺平了道路。
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引用次数: 1
Homogenizing instrumental earthquake catalogs – a case study around the Dead Sea Transform Fault Zone 均一化仪器地震目录——以死海转换断裂带为例
Pub Date : 2023-11-07 DOI: 10.26443/seismica.v2i2.402
Iason Grigoratos, Valerio Poggi, Laurentiu Danciu, Ricardo Monteiro
The creation of a homogenized earthquake catalog is a fundamental step in seismic hazard analysis. The homogenization procedure, however, is complex and requires a good understanding of the heterogeneities among the available bulletins. Common events within the bulletins have to be identified and assigned with the most suitable origin time and location solution, while all the events have to be harmonized into a single magnitude scale. This process entails several decision variables that are usually defined using qualitative measures or expert opinion, without a clear exploration of the associated uncertainties. To address this issue, we present an automated and data-driven workflow that defines spatio-temporal margins within which duplicate events fall and converts the various reported magnitudes into a common scale. Special attention has been paid to the fitted functional form and the validity range of the derived magnitude conversion relations. The proposed methodology has been successfully applied to a wide region around the Dead Sea Transform Fault Zone (27N-36N, 31E-39E), with input data from various sources such as the International Seismological Centre and the Geophysical Institute of Israel. The produced public catalog contains more than 5500 events, between 1900 and 2017, with moment magnitude Mw above 3. The MATLAB/Python scripts used in this study are also available.
建立均匀地震目录是地震危险性分析的基本步骤。然而,均质化过程是复杂的,需要对现有公告之间的异质性有很好的理解。必须确定公告中的常见事件,并为其分配最合适的起源时间和位置解决方案,同时必须将所有事件统一为一个单一的震级。这个过程需要几个决策变量,这些变量通常是使用定性测量或专家意见来定义的,而没有对相关的不确定性进行明确的探索。为了解决这个问题,我们提出了一个自动化和数据驱动的工作流程,它定义了重复事件落在其中的时空边界,并将各种报告的震级转换为一个共同的尺度。特别注意了所导出的数量级转换关系的拟合函数形式和有效范围。所提出的方法已经成功地应用于死海转换断裂带(27N-36N, 31E-39E)周围的广泛地区,输入数据来自各种来源,如国际地震中心和以色列地球物理研究所。产生的公共目录包含1900年至2017年间5500多个事件,矩级Mw大于3。本研究中使用的MATLAB/Python脚本也可用。
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引用次数: 0
Recent seismicity on the Kerguelen islands 克格伦群岛最近的地震活动
Pub Date : 2023-10-27 DOI: 10.26443/seismica.v2i2.285
Olivier Lengliné, Joachim Rimpôt, Alessia Maggi, Dimitri Zigone
The Kerguelen archipelago, one of the largest oceanic archipelagos in the world, was built by an active hotspot interacting with a ridge between 110 and 40 million years ago; since then, the ridge has migrated over 1000~km away and the archipelago's volcanic activity has been steadily decreasing. Despite the lack of recent active tectonics and the quiescent volcanism of the Kerguelen archipelago, there have been several observations of seismic events of unknown origin in its vicinity. The only seismic instrument within 1000~km of the archipelago was installed on Kerguelen's main island in the 1980's. In this study we apply modern earthquake detection techniques to the continuous waveforms recorded by this seismometer over the past 20 years. We reveal that the Kerguelen archipelago islands hosts an abundant seismicity. This seismicity exhibits swarm-like characteristics in several clusters while at other locations the earthquakes appear more steady over time. We locate most events near the largest icecap of the main island. We speculate that the origin of the earthquakes can be linked to residual volcanic, magmatic, or hydrothermal activity at depth, all of which can be favored by flexural stress caused by the documented fast retreat of icecap. This seismicity may also indicate that the Kerguelen hotspot shows signs of unrest.
凯尔盖伦群岛是世界上最大的海洋群岛之一,是在1.1亿到4000万年前由一个活跃的热点与一个山脊相互作用形成的;从那时起,海脊已经迁移了1000多公里,群岛的火山活动一直在稳步减少。尽管克尔盖伦群岛缺乏最近的活跃构造和静止火山活动,但在其附近已经有几次未知来源的地震事件的观测。在群岛1000公里范围内唯一的地震仪器是在20世纪80年代安装在Kerguelen的主岛上。在这项研究中,我们将现代地震探测技术应用于该地震仪近20年来记录的连续波形。我们揭示了凯尔盖伦群岛岛屿拥有丰富的地震活动。这种地震活动在几个群集中表现出群集的特征,而在其他地方,地震随着时间的推移显得更加稳定。我们将大多数事件定位在主岛最大的冰盖附近。我们推测,地震的起源可能与深层的残余火山、岩浆或热液活动有关,所有这些活动都可能受到有记录的冰盖快速退缩引起的弯曲应力的影响。这种地震活动也可能表明克尔盖伦热点显示出动荡的迹象。
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引用次数: 0
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Seismica
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