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Earthquakes Parameters from Citizen Testimonies: A Retrospective Analysis of EMSC Database 来自公民证词的地震参数:EMSC数据库的回顾性分析
3区 地球科学 Q2 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-10-30 DOI: 10.1785/0220230245
Gianfranco Vannucci, Paolo Gasperini, Laura Gulia, Barbara Lolli
Abstract We aim to compute macroseismic parameters (location and magnitude) using the BOXER code for the first time on the citizen testimonies, that is, individual intensity data points (IDPs) at the global scale collected and made available by the LastQuake system of the European–Mediterranean Seismological Centre (EMSC). IDPs available for different earthquakes are selected to eliminate those that are geographically inconsistent with most data; then they are clustered spatially based on various methods. For each cluster with at least three IDPs, a macroseismic data point (MDP), corresponding to an intensity value assessed for given localities as in classical macroseismic studies, is computed by various central tendency estimators (average, median, and trimmed averages). Finally, macroseismic parameters are obtained by MDP distribution using two location methods of BOXER code. For each earthquake, we used raw and corrected intensities and 132 different combinations of grouping methods, estimators, and BOXER methods. We assigned a ranking to the combinations that best reproduce instrumental parameters and used such a ranking to select preferred combinations for each earthquake. We analyzed retrospectively the reliability of the parameters as a function of time and space. The results are essentially identical using original and corrected intensities and show higher reliability for BOXER’s method 1 than for method 0; they are dependent on the geographical area, and generally improve over time and with the number of IDPs collected. These findings are useful for the future real-time analyses, and for evaluating the location and magnitude of earthquakes whenever a sufficient number of IDPs are available and with a distribution such that MDPs can be derived and the BOXER method applied.
我们的目标是首次使用BOXER代码在公民证词上计算宏观地震参数(位置和震级),即由欧洲-地中海地震中心(EMSC)的LastQuake系统收集并提供的全球范围内的个人强度数据点(IDPs)。选择不同地震的国内流离失所者是为了消除那些在地理上与大多数数据不一致的数据;然后基于各种方法对它们进行空间聚类。对于每个至少有三个idp的群集,一个宏观地震数据点(MDP),对应于经典宏观地震研究中给定位置的强度值,通过各种集中趋势估计器(平均值、中位数和削减平均值)计算。最后,利用BOXER编码的两种定位方法,通过MDP分布获得宏观地震参数。对于每次地震,我们使用了原始和校正的强度,以及132种不同的分组方法、估计器和BOXER方法的组合。我们为最能再现仪器参数的组合分配了一个排名,并用这个排名为每次地震选择首选的组合。我们回顾性地分析了参数作为时间和空间函数的可靠性。使用原始强度和校正强度的结果基本相同,并且BOXER方法1的可靠性高于方法0;它们取决于地理区域,通常随着时间的推移和收集到的国内流离失所者人数而改善。这些发现对未来的实时分析和评估地震的位置和震级都很有用,只要有足够数量的国内流离失所者,并且有一个分布,可以推导出国内流离失所者,并应用BOXER方法。
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引用次数: 0
Characterization of Focal Mechanisms for Upper Crustal Distributed Seismicity in Aotearoa New Zealand 新西兰奥特罗阿上地壳分布地震活动性的震源机制表征
3区 地球科学 Q2 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-10-26 DOI: 10.1785/0220230196
Kiran Kumar Singh Thingbaijam, Mark S. Rattenbury, Russ J. Van Dissen, Matt C. Gerstenberger, John Ristau, Delphine D. Fitzenz
Abstract Applying distributed seismicity models for seismic hazard analysis requires postulating the styles of faulting and nodal planes for anticipated earthquakes. Here, we present a model describing focal mechanisms, or more specifically, strike, dip, and rake angles, for the ruptures of shallow (hypocentral depth ≤40 km) crustal earthquakes in Aotearoa New Zealand. This model is based on delineations of neotectonic domains and analysis of pre-existing datasets, including an active fault database, geological map-based fault datasets, the New Zealand Community Fault Model, and a regional moment tensor catalog. We demonstrate that the focal mechanism model is broadly consistent with the regional moment tensor catalog, with respect to spatial distributions of P and T axes and in terms of the Kagan angle. This characterization of focal mechanisms complements the distributed seismicity component of the New Zealand National Seismic Hazard Model 2022.
摘要应用分布式地震活动性模型进行地震危险性分析,需要对预测地震的断层样式和节点面进行假设。在这里,我们提出了一个描述震源机制的模型,或者更具体地说,描述了新西兰Aotearoa浅层(震源深度≤40 km)地壳地震破裂的走向、倾角和前倾角。该模型基于新构造域的描绘和对已有数据集的分析,包括活动断层数据库、基于地质图的断层数据集、新西兰社区断层模型和区域矩张量目录。我们证明了震源机制模型在P轴和T轴的空间分布以及卡根角方面与区域矩张量目录大致一致。这种震源机制的特征补充了新西兰国家地震危险模型2022的分布式地震活动成分。
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引用次数: 1
“Did You Feel It 50 Years Ago?” The 1969 Mw 7.8 Cape Saint Vincent Earthquake “50年前你感觉到了吗?”1969年圣文森特角7.8级地震
3区 地球科学 Q2 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-10-24 DOI: 10.1785/0220230191
Célia Marreiros, Paulo M. Alves, Susana Custódio, Carlos S. Oliveira, Fernando Carrilho
Abstract On 28 February 1969, an Mw 7.8 earthquake occurred 180 km southwest of Cape Saint Vincent, Portugal. The earthquake was widely felt in mainland Portugal, Madeira Island, Spain, Morocco, and even as far as Andorra and France, reaching a maximum intensity of VIII in the south of Portugal. In 2019, on the 50th anniversary of the earthquake, there was launched online an international “Did You Feel It 50 Years Ago?” (DYFI-50y) survey, published in several languages, for citizens to report the observed effects of the earthquake. This initiative had two main purposes: first, to collect and preserve community observations of the earthquake; and second, to test the online implementation of the DYFI questionnaire at Instituto Português do Mar e da Atmosfera for a damaging event. The DYFI-50y questionnaire was disseminated widely in the media, and a school project was launched for school-age children to collect reports from grandparents or other close elders. In total, more than 3000 reports were collected, a number that is close to the number of reports received for a recent M 6 earthquake in 2009. The collected community reports provide good coverage of mainland Portugal, particularly in Lisbon and Porto’s densely populated urban centers. In low-population areas, the limited results do not allow for robust statistics, and variability becomes significant. The distribution of intensities obtained shows a generally good agreement with other sources, indicating that the community reports are reliable and complement existing intensity maps for this earthquake, further clarifying some of the observed patterns. It was concluded that an online questionnaire is an efficient tool for gathering data several years after the earthquake.
1969年2月28日,葡萄牙圣文森特角西南180公里处发生里氏7.8级地震。葡萄牙本土、马德拉岛、西班牙、摩洛哥等地均有震感,甚至远至安道尔和法国,葡萄牙南部最高震级达8级。2019年,在地震50周年之际,网上发起了一项国际活动“50年前你感受到了吗?”(DYFI-50y)的调查报告,以几种语言出版,供市民报告观察到的地震影响。这一举措有两个主要目的:首先,收集和保存社区对地震的观察;第二,在Instituto Português do Mar e da Atmosfera上测试DYFI调查问卷的在线实施情况,以应对破坏性事件。DYFI-50y调查问卷在媒体上广泛传播,并发起了一项针对学龄儿童的学校项目,收集祖父母或其他亲密长者的报告。总共收集了3000多份报告,这个数字接近2009年最近一次6级地震收到的报告数量。收集的社区报告很好地覆盖了葡萄牙大陆,特别是在里斯本和波尔图人口稠密的城市中心。在人口稀少的地区,有限的结果不允许可靠的统计,变异性变得显著。获得的强度分布与其他来源大体一致,表明社区报告是可靠的,并补充了现有的地震强度图,进一步澄清了一些观察到的模式。结论是,在地震发生几年后,在线问卷是收集数据的有效工具。
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引用次数: 0
Seismic T Phases in the Western-Central Mediterranean: Source of Seismic Hazard? 地中海中西部地震T相:地震危险源?
3区 地球科学 Q2 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-10-24 DOI: 10.1785/0220220326
Mariagrazia De Caro, Caterina Montuori, Francesco Frugoni, Stephen Monna, Alessandra Giuntini
Abstract The Algerian offshore earthquake of 18 March 2021, Mw 6.0, was felt by people in various Italian regions, also at large epicentral distance. This unusual human perception far from the source prompted us to analyze the waveforms recorded by land seismic stations installed along the Iberian, French, and Italian coasts. On some seismograms of the selected network, prominent T phases are detected. T waves can travel in the SOund Fixing And Ranging (SOFAR) channel over great distances (thousands of kilometers) with little loss in signal strength and be recorded by near-coastal seismometers after the P (primary) and S (secondary) phases (hence T or tertiary phases). To explain the subjective perception of ground shaking with quantities that are measured on the seismogram, we estimated the empirical macroseismic intensities for both body and T phases and we calculated the body-wave seismic attenuation. The P-wave anelastic attenuation analysis shows two main wave propagation patterns that reflect lithosphere heterogeneity of the Algerian, Liguro-Provençal, and Tyrrhenian basins. We find that in some cases, in particular along the Italian and French coasts, the largest ground shaking is caused by the T phase. Our observations confirm that the central-western Mediterranean Sea is a favorable site for T-wave propagation and suggest that the T phases should be taken into account in ground-shaking hazard assessment for the central-western Mediterranean.
2021年3月18日阿尔及利亚近海地震,里氏6.0级,意大利多个地区的人们都有震感,震中距离也很大。这种远离震源的不寻常的人类感知促使我们分析了安装在伊比利亚、法国和意大利海岸的陆地地震台站记录的波形。在所选台网的一些地震图上,检测到明显的T相。T波可以在声波固定和测距(SOFAR)通道中传播很远的距离(数千公里),信号强度几乎没有损失,并且在P(初级)和S(次级)相(因此是T或第三相)之后被近岸地震仪记录下来。为了用地震记录上测量到的量来解释对地面震动的主观感知,我们估计了体相和T相的经验大地震烈度,并计算了体波地震衰减。纵波非弹性衰减分析显示了两种主要的波传播模式,反映了阿尔及利亚盆地、利古罗-普罗旺帕拉尔盆地和第勒尼安盆地岩石圈的非均质性。我们发现,在某些情况下,特别是在意大利和法国海岸,最大的地面震动是由T相引起的。我们的观察结果证实,地中海中西部地区是T波传播的有利地点,并建议在地中海中西部地区的地震危险性评估中应考虑到T相。
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引用次数: 0
Fault Source Models Show Slip Rates Measured across the Width of the Entire Fault Zone Best Represent the Observed Seismicity of the Pallatanga–Puna Fault, Ecuador 断层源模型显示沿整个断裂带宽度测量的滑动率最能代表观测到的厄瓜多尔帕拉坦加-普纳断层的地震活动性
3区 地球科学 Q2 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-10-24 DOI: 10.1785/0220230217
Nicolas Harrichhausen, Laurence Audin, Stéphane Baize, Kendra L. Johnson, Céline Beauval, Paul Jarrin, Léo Marconato, Frédérique Rolandone, Hervé Jomard, Jean-Mathieu Nocquet, Alexandra Alvarado, Patricia A. Mothes
Abstract We explore how variation of slip rates in fault source models affect computed earthquake rates of the Pallatanga–Puna fault system in Ecuador. Determining which slip rates best represent fault-zone seismicity is vital for use in probabilistic seismic hazard assessment (PSHA). However, given the variable spatial and temporal scales slip rates are measured over, significantly different rates can be observed along the same fault. The Pallatanga–Puna fault in southern Ecuador exemplifies a fault where different slip rates have been measured using methods spanning different spatial and temporal scales, and in which historical data and paleoseismic studies provide a record of large earthquakes over a relatively long time span. We use fault source models to calculate earthquake rates using different slip rates and geometries for the Pallatanga–Puna fault, and compare the computed magnitude–frequency distributions (MFDs) to earthquake catalog MFDs from the fault zone. We show that slip rates measured across the entire width of the fault zone, either based on geodesy or long-term geomorphic offsets, produce computed MFDs that compare more favorably with the catalog data. Moreover, we show that the computed MFDs fit the earthquake catalog data best when they follow a hybrid-characteristic MFD shape. These results support hypotheses that slip rates derived from a single fault strand of a fault system do not represent seismicity produced by the entire fault zone.
摘要探讨了断层源模型中滑动速率的变化如何影响厄瓜多尔帕拉坦加-普纳断层系统的地震速率计算。在概率地震危险性评估(PSHA)中,确定最能代表断裂带地震活动性的滑动率是至关重要的。然而,考虑到不同的空间和时间尺度,沿同一断层可以观察到明显不同的滑动速率。厄瓜多尔南部的帕拉坦加-普纳断层是一个典型的断层,在那里,人们使用跨越不同空间和时间尺度的方法测量了不同的滑动速率,其中的历史数据和古地震研究提供了相对较长时间跨度内的大地震记录。我们利用断层源模型计算了帕拉坦加-普纳断层在不同滑动率和几何形状下的地震率,并将计算得到的震级-频率分布(MFDs)与断裂带地震目录MFDs进行了比较。我们表明,在整个断裂带宽度上测量的滑动率,无论是基于大地测量还是长期地貌偏移,都能产生与目录数据相比更有利的计算mfd。此外,我们还表明,当计算的MFD遵循混合特征MFD形状时,它们最适合地震目录数据。这些结果支持这样的假设,即从断层系统的单个断层链中得出的滑动率不能代表整个断裂带产生的地震活动性。
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引用次数: 0
Fireworks: A Potential Artificial Source for Imaging Near-Surface Structures 烟火:近地表结构成像的潜在人工光源
3区 地球科学 Q2 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-10-20 DOI: 10.1785/0220220281
Risheng Chu, Qingdong Wang, Zhigang Peng, Minhan Sheng, Qiaoxia Liu, Haopeng Chen
Abstract Seismic waves induced by incident acoustic waves from air disturbances can be used to image near-surface structures. In this article, we analyze seismic waveforms recorded by a dense array on the Xishancun landside in Li County, Sichuan Province, southwest China during the Lunar New Year’s Eve (27 January 2017). A total of eight event clusters have been identified as a result of firework explosions. For each cluster, which comprises dozens of individual events with high similarity, we manually pick arrival times of the first event recorded by the array and locate it with a grid-search method. We then rotate three-component waveforms of all events from the east, north, and vertical coordinate system to the local LQT coordinates (L, positive direction perpendicular to the landslide surface and pointing downwards; Q, positive direction is from the launch location of firework to the station along the landslide surface; T, perpendicular to the plane formed by the L and Q directions, and the selected positive direction of the T axis makes LQT form the left-hand coordinate system), and stack the LQT components for those events with cross-correlation values CC ≥ 0.8 with respect to the first event. Characteristics of the stacked LQT components are also examined. The particle motions at each station are retrograde ellipse in the frequency range of ∼5–50 Hz, suggesting air-coupled Rayleigh waves generated by the firework explosions. Spectrograms of the Rayleigh waves also show clear dispersions, which might be used to image near-surface velocity structures. Although we cannot directly extract the phase velocities due to the limitation of the seismic array, our study shows that the fireworks might provide a low-cost and easy-to-use seismic source for imaging near-surface structures.
摘要大气扰动入射声波诱发的地震波可用于近地表结构成像。在本文中,我们分析了在农历新年前夕(2017年1月27日)在中国西南部四川省李县西山村陆面用密集阵列记录的地震波形。烟花爆炸一共造成了8个事件群。对于由数十个具有高相似性的单个事件组成的每个集群,我们手动选择阵列记录的第一个事件的到达时间,并使用网格搜索方法对其进行定位。然后,我们将所有事件的三分量波形从东、北和垂直坐标系旋转到当地的LQT坐标(L,垂直于滑坡表面的正方向,指向下方;Q,正方向是从烟花发射位置沿滑坡体面向站发射;T,垂直于L和Q方向形成的平面,选择T轴的正方向使LQT形成左坐标系),并将相对于第一个事件互相关值CC≥0.8的事件的LQT分量叠加。此外,还研究了堆叠LQT元件的特性。每个观测站的粒子运动为逆行椭圆,频率范围为~ 5-50 Hz,表明烟花爆炸产生的空气耦合瑞利波。瑞利波的谱图也显示出清晰的色散,这可能用于成像近地表速度结构。尽管由于地震阵列的限制,我们无法直接提取相速度,但我们的研究表明,烟花可能为近地表结构成像提供一种低成本且易于使用的震源。
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引用次数: 0
Impact of the Uncertainty in the Parameters of the Earthquake Occurrence Model on Loss Estimates of Urban Building Portfolios 地震发生模型参数的不确定性对城市建筑组合损失估算的影响
3区 地球科学 Q2 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-10-20 DOI: 10.1785/0220230248
Alessandro Damiani, Valerio Poggi, Chiara Scaini, Mohsen Kohrangi, Paolo Bazzurro
Abstract Understanding the potential socioeconomic losses due to natural hazards, such as earthquakes, is of foremost importance in the field of catastrophe risk management. The construction of a probabilistic seismic risk model is complex and requires the tuning of several parameters essential to represent the seismic hazard of the region, the definition of the exposed inventory characteristics, and its vulnerability to ground motion. Because significant uncertainties could be associated with each model component, the loss estimates are often highly volatile. Nevertheless, to reduce the conceptual complexity and the computational burden, in many real-life applications these uncertainties are either not adequately treated or neglected altogether. The false high fidelity of the ensuing loss estimates can mislead decision-making strategies. Hence, it is useful to assess the influence that the variability in the estimated values of the model input parameters may exert on the final risk results and their relevant contributions. To this purpose, we have performed a sensitivity analysis of the results of an urban seismic risk assessment for Isfahan (Iran). Systematic variations have been applied to the values of the parameters that control the earthquake occurrence in the probabilistic seismic hazard model. Curves of input–output relative variations were built for different risk metrics with the goal of identifying the parameters most sensitive to input uncertainty. Our findings can be useful to support risk managers and practitioners in the process of building seismic hazard and risk models. We found that the Gutenberg–Richter a and b values, the maximum magnitude, and the threshold magnitude are large contributors to the variability of important risk measures, such as the 475 yr and the average annual loss, with the more frequent losses being, in general, most sensitive.
在巨灾风险管理领域,了解地震等自然灾害造成的潜在社会经济损失至关重要。概率地震风险模型的构建是复杂的,需要调整几个重要的参数来表示该地区的地震危险性,确定暴露库存特征及其对地面运动的易损性。由于显著的不确定性可能与每个模型组成部分相关联,因此损失估计通常是高度不稳定的。然而,为了减少概念复杂性和计算负担,在许多实际应用中,这些不确定性要么没有得到充分处理,要么完全被忽略。随后的损失估计的虚假高保真度可能会误导决策策略。因此,评估模型输入参数估计值的可变性对最终风险结果及其相关贡献的影响是有用的。为此,我们对伊斯法罕(伊朗)的城市地震风险评估结果进行了敏感性分析。在概率地震灾害模型中,控制地震发生的参数值采用了系统变分法。建立了不同风险指标的投入产出相对变化曲线,以识别对输入不确定性最敏感的参数。我们的研究结果可以为风险管理者和从业者在建立地震危害和风险模型的过程中提供有用的支持。我们发现,Gutenberg-Richter a和b值、最大震级和阈值是重要风险度量(如475年和平均年损失)变动性的重要贡献者,通常情况下,更频繁的损失是最敏感的。
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引用次数: 0
Repeating Large Earthquakes along the Mexican Subduction Zone 沿墨西哥俯冲带重复的大地震
3区 地球科学 Q2 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-10-20 DOI: 10.1785/0220230243
Shri Krishna Singh, Raúl Daniel Corona-Fernandez, Miguel Ángel Santoyo, Arturo Iglesias
Abstract Repeating large earthquakes (M ≥ 7), waveforms for which are nearly identical, have been identified only on the Mexican subduction thrust near Acapulco. These earthquakes occurred on 1962 (Ms 7.0) and 2021 (Ms 7.0, Mw 7.0). Here, we report on two more sequences of three repeating large earthquakes each in eastern and western Oaxaca, Mexico. The repeating earthquakes in eastern Oaxaca occurred on 23 March 1928 (Ms 7.5), 1965 (Ms 7.6, Mw 7.5), and 2020 (Ms 7.4, Mw 7.4), and in western Oaxaca on 4 August 1928 (Ms 7.4), 1968 (Ms 7.2, Mw 7.3), and 2018 (Ms 7.2, Mw 7.2). Galitzin seismograms of the earthquakes in each sequence at DeBilt, The Netherlands or at Strasbourg, France are strikingly similar for at least 2600 s after the P-wave arrival. Similarity of waveforms of earthquakes in each sequence and tests with seismograms of events locations for which are accurately known suggest that their source areas were less than 10–20 km of each other. Moment-rate functions of these events are remarkably simple. We also document quasi-repeating earthquakes in central Oaxaca on 17 June 1928 (Ms 7.6) and 29 November 1978 (Ms 7.6, Mw 7.6). Such events have similar locations with large overlap in primary slip but are not identical. Recently, Michoacán–Colima earthquakes of 1973 (Ms 7.5, Mw 7.6) and 2022 (Ms 7.6, Mw 7.6) were reported as quasi-repeaters. Repeating or quasi-repeating large earthquakes imply that they are known for all the other events in the sequence if we know the location and gross source parameters of one of them. This permits the estimation of recurrence periods and the delineation of seismic gaps with greater confidence. Repeating and quasi-repeating large earthquakes in Oaxaca, an unique observation, shed new light on seismic hazard of the region, provide further support for the characteristic earthquake model, and reveal remarkably persistent behavior of ruptures through multiple earthquake cycles.
仅在墨西哥阿卡普尔科附近的俯冲冲断构造上发现了波形几乎相同的重复大地震(M≥7)。这些地震发生在1962年(7.0级)和2021年(7.0级,7.0级)。在这里,我们报告了墨西哥瓦哈卡州东部和西部三次重复大地震的两个序列。瓦哈卡东部的重复地震发生在1928年3月23日(7.5级)、1965年(7.6级,7.5级)和2020年(7.4级,7.4级),瓦哈卡西部的重复地震发生在1928年8月4日(7.4级)、1968年(7.2级,7.3级)和2018年(7.2级,7.2级)。在p波到达后的至少2600秒内,荷兰德贝尔特和法国斯特拉斯堡的每一序列地震的加利茨地震图惊人地相似。每个序列中地震波形的相似性以及用地震记录进行的测试表明,它们的震源区域彼此相距不到10-20公里。这些事件的矩率函数非常简单。我们还记录了1928年6月17日(7.6级)和1978年11月29日(7.6级,7.6级)在瓦哈卡中部发生的准重复地震。这类事件的位置相似,在主要滑动中有较大的重叠,但并不完全相同。最近,1973年(7.5级,7.6级)和2022年(7.6级,7.6级)的Michoacán-Colima地震被报道为准重复地震。重复或准重复的大地震意味着,如果我们知道其中一个地震的位置和总震源参数,就可以知道序列中所有其他事件的发生。这样就可以更有信心地估计重现周期和圈定地震间隙。瓦哈卡的重复和准重复大地震是一项独特的观测,为该地区的地震危险性提供了新的认识,为特征地震模型提供了进一步的支持,并揭示了在多个地震周期中破裂的显著持久性行为。
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引用次数: 1
An Object Storage for Distributed Acoustic Sensing 分布式声传感的对象存储
3区 地球科学 Q2 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-10-20 DOI: 10.1785/0220230172
Yiyu Ni, Marine A. Denolle, Rob Fatland, Naomi Alterman, Bradley P. Lipovsky, Friedrich Knuth
Abstract Large-scale processing and dissemination of distributed acoustic sensing (DAS) data are among the greatest computational challenges and opportunities of seismological research today. Current data formats and computing infrastructure are not well-adapted or user-friendly for large-scale processing. We propose an innovative, cloud-native solution for DAS seismology using the MinIO open-source object storage framework. We develop data schema for cloud-optimized data formats—Zarr and TileDB, which we deploy on a local object storage service compatible with the Amazon Web Services (AWS) storage system. We benchmark reading and writing performance for various data schema using canonical use cases in seismology. We test our framework on a local server and AWS. We find much-improved performance in compute time and memory throughout when using TileDB and Zarr compared to the conventional HDF5 data format. We demonstrate the platform with a computing heavy use case in seismology: ambient noise seismology of DAS data. We process one month of data, pairing all 2089 channels within 24 hr using AWS Batch autoscaling.
分布式声传感(DAS)数据的大规模处理和传播是当今地震研究中最大的计算挑战和机遇之一。当前的数据格式和计算基础设施不能很好地适应大规模处理或对用户友好。我们使用MinIO开源对象存储框架为DAS地震学提出了一种创新的云原生解决方案。我们为云优化的数据格式——zarr和TileDB开发了数据模式,并将其部署在与Amazon Web Services (AWS)存储系统兼容的本地对象存储服务上。我们使用地震学中的规范用例对各种数据模式的读写性能进行基准测试。我们在本地服务器和AWS上测试我们的框架。我们发现,与传统的HDF5数据格式相比,使用TileDB和Zarr在计算时间和内存方面有了很大的提高。我们用一个计算量大的地震学用例来演示该平台:DAS数据的环境噪声地震学。我们处理一个月的数据,使用AWS批处理自动缩放在24小时内配对所有2089个通道。
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引用次数: 0
The Pecos Array: A Temporary Nodal Seismic Experiment in the Pecos, Texas, Region of the Delaware Basin 佩科斯阵列:特拉华盆地德克萨斯州佩科斯地区的临时节点地震实验
3区 地球科学 Q2 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-10-19 DOI: 10.1785/0220230108
Jenna L. Faith, Marianne S. Karplus, Stephen A. Veitch, Diane I. Doser, Alexandros Savvaidis
Abstract With increasing earthquakes in the Delaware basin since 2009, earthquake studies, including accurate hypocenters, are critically needed in the Delaware basin to identify the structures producing earthquakes, and to determine if they are related to unconventional petroleum development and production. In 2018, with funding from the Texas Seismological Network, we deployed and maintained a nodal network of 25 Magseis Fairfield Z-Land Generation 2 5-Hz seismic nodes in the Pecos, Texas, region of the Delaware basin, known as, The Pecos Array. The network was deployed from November 2018 to the beginning of January 2020, with an additional two months of data recorded in September and October 2020. The network collected continuous three-component data with a 1000-Hz sampling rate. The spacing of the nodes varied from ∼2 km in town to ∼10 km farther away from the city center. The primary goal of this network was to improve estimation of event hypocenters, which will help to determine why there has been an increase in earthquakes over the past several years. In this article, we summarize the scientific motivation, deployment details, and data quality of this network. Data quality statistics show that we successfully collected continuous data with signal-to-noise ratios that allow us to detect and locate events, hundreds of them being estimated at ML&lt;0.50. This unique dataset is contributing to new seismotectonic studies in the Delaware basin.
自2009年以来,随着特拉华州盆地地震的增加,迫切需要在特拉华州盆地进行地震研究,包括精确的震源,以识别产生地震的构造,并确定它们是否与非常规石油开发和生产有关。2018年,在德克萨斯州地震网络的资助下,我们在特拉华州盆地的德克萨斯州Pecos地区部署并维护了一个由25个Magseis Fairfield Z-Land Generation 2个5-Hz地震节点组成的节点网络,称为Pecos阵列。该网络于2018年11月至2020年1月初部署,并在2020年9月和10月记录了另外两个月的数据。该网络以1000hz的采样率连续采集三分量数据。节点的间距从市中心的~ 2公里到离市中心的~ 10公里不等。这个网络的主要目标是提高对震源的估计,这将有助于确定过去几年地震增加的原因。在本文中,我们总结了该网络的科学动机、部署细节和数据质量。数据质量统计表明,我们成功地收集了具有信噪比的连续数据,使我们能够检测和定位事件,其中数百个事件的估计为ml<0.50。这个独特的数据集有助于在特拉华盆地进行新的地震构造研究。
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Seismological Research Letters
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