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Thermal structure of the southern Caribbean and northwestern South America: implications for seismogenesis 加勒比海南部和南美洲西北部的热结构:对地震发生的影响
IF 3.4 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-02-15 DOI: 10.5194/se-15-281-2024
Ángela María Gómez-García, Álvaro González, Mauro Cacace, Magdalena Scheck-Wenderoth, Gaspar Monsalve
Abstract. The seismogenesis of rocks is mainly affected by their mineral composition and in situ conditions (temperature and state of stress). Diverse laboratory experiments have explored the frictional behaviour of the rocks and rock-forming minerals most common in the crust and uppermost mantle. However, it is debated how to “upscale” these results to the lithosphere. In particular, most earthquakes in the crust nucleate down to the crustal seismogenic depth (CSD), which is a proxy for the maximum depth of crustal earthquake ruptures in seismic hazard assessments. In this study we propose a workflow to upscale and validate those laboratory experiments to natural geological conditions relevant for crustal and upper-mantle rocks. We used the southern Caribbean and northwestern South America as a case study to explore the three-dimensional spatial variation of the CSD (mapped as D90, the 90 % percentile of hypocentral depths) and the temperatures at which crustal earthquakes likely occur. A 3D steady-state thermal field was computed for the region with a finite-element scheme using the software GOLEM, considering the uppermost 75 km of a previously published 3D data-integrative lithospheric configuration, lithology-constrained thermal parameters, and appropriate upper and lower boundary conditions. The model was validated using additional, independent measurements of downhole temperatures and heat flow. We found that the majority of crustal earthquakes nucleate at temperatures less than 350 ∘C, in agreement with frictional experiments of typical crustal rocks. A few outliers with larger hypocentral temperatures evidence nucleation conditions consistent with the seismogenic window of olivine-rich rocks, and can be due to either uncertainties in the Moho depths and/or in the earthquake hypocentres or the presence of ultramafic rocks within different crustal blocks and allochthonous terranes accreted to this complex margin. Moreover, the spatial distribution of crustal seismicity in the region correlates with the geothermal gradient, with no crustal earthquakes occurring in domains with low thermal gradient. Finally, we find that the largest earthquake recorded in the region (Mw=7.1, Murindó sequence, in 1992) nucleated close to the CSD, highlighting the importance of considering this lower-stability transition for seismogenesis when characterizing the depth of seismogenic sources in hazard assessments. The approach presented in this study goes beyond a statistical approach in that the local heterogeneity of physical properties is considered in our simulations and additionally validated by the observed depth distribution of earthquakes. The coherence of the calculated hypocentral temperatures with those expected from laboratory measurements provides additional support to our modelling workflow. This approach can be applied to other tectonic settings worldwide, and it could be further refined as new, high-quality hypocentral locations and heat flow an
摘要岩石的致震性主要受其矿物成分和现场条件(温度和应力状态)的影响。各种实验室实验探索了地壳和最上地幔中最常见的岩石和成岩矿物的摩擦行为。然而,如何将这些结果 "放大 "到岩石圈还存在争议。特别是,地壳中的大多数地震都是在地壳成震深度(CSD)以下成核的,而这一深度是地震危险评估中地壳地震破裂最大深度的替代值。在本研究中,我们提出了一个工作流程,将这些实验室实验升级并验证到与地壳和上地幔岩石相关的自然地质条件。我们以加勒比海南部和南美洲西北部为案例,探索 CSD 的三维空间变化(映射为 D90,即下中心深度的 90% 百分位数)以及地壳地震可能发生的温度。考虑到之前公布的三维数据整合岩石圈构造的最上层 75 千米、岩性约束热参数以及适当的上下边界条件,利用 GOLEM 软件的有限元方案计算了该区域的三维稳态热场。通过对井下温度和热流进行额外的独立测量,对模型进行了验证。我们发现,大多数地壳地震的成核温度低于 350 ∘C,这与典型地壳岩石的摩擦实验结果一致。少数低中心温度较高的异常值证明了成核条件与富橄榄岩的成震窗口一致,这可能是由于莫霍深度和/或地震低中心的不确定性,或者是由于不同地壳块体中存在超基性岩,以及在这一复杂的边缘地带增生的同生地体。此外,该地区地壳地震的空间分布与地热梯度相关,在热梯度较低的区域没有发生地壳地震。最后,我们发现该地区记录到的最大地震(1992 年,Mw=7.1,Murindó 序列)的震源就在 CSD 附近,这凸显了在危险评估中确定震源深度时考虑这一较低稳定性转变对地震发生的重要性。本研究提出的方法超越了统计方法,因为我们在模拟中考虑了物理特性的局部异质性,并通过观测到的地震深度分布进行了验证。计算得出的下中心温度与实验室测量结果的预期一致,为我们的建模工作流程提供了更多支持。这种方法可应用于全球其他构造环境,并可随着新的、高质量的次中心位置以及热流和温度观测结果的出现而进一步完善。
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引用次数: 0
Naturally fractured reservoir characterization in heterogeneous sandstones: insight for Uranium In Situ Recovery (Imouraren, Niger) 异质砂岩中天然裂缝储层的特征:对铀原位采收的启示(尼日尔伊莫拉伦)
IF 3.4 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-02-15 DOI: 10.5194/egusphere-2024-435
Maxime Jamet, Gregory Ballas, Roger Soliva, Olivier Gerbeaud, Thierry Lefebvre, Christine Leredde, Didier Loggia
Abstract. This study delves into the characterization of a complex reservoir, the Tchirezrine II sandstone unit in North Niger, crucial for potential Uranium In Situ Recovery (ISR) in a naturally fractured and faulted context. Employing a multifaceted approach, including well log data, optical borehole imagery, and hydrogeological tests, alongside satellite-based lineament analysis, this study provides a comprehensive understanding of the structures and its impact on fluid flow. Lineament analysis reveals scale-dependent patterns, consistent with spatially homogeneous joint networks restricted to mechanical units, as well as nearly scale-invariant patterns, better corresponding to spatially heterogeneous fault networks. Various deformation structures are detected from borehole imagery, including Mode I fractures, cataclastic deformation bands, and brecciated-cataclastic fault cores. The Tchirezrine II reservoir displays heterogeneous porosity and permeability related to its fluviatile sedimentary context. These data differ from traditional porosity-permeability relationship obtained in sandstone reservoir matrix but are instead consistent with Nelson’s classification, emphasizing the impact of deformation structures on such petrophysical properties. Hydrological tests have been implemented into a zone of E-W trending deformation structures, revealing a strong permeability anisotropy of this heterogeneity. This strong E-W anisotropy is consistent with the presence of the observed E-W structures, i.e. with a drain behaviour of Mode I open fractures and a sealing behaviour of both cataclastic bands and fault rocks. Considering implications for ISR mining, this study allows discussing the interplay between fractures, faults, and fluid flow properties. It suggests that a well pattern perpendicular to the main permeability orientation can attenuate channelled flow, thus improving contact of the leach solution with the mineralized matrix. These results provide an integrated approach and multi-scale characterization of Naturally Fractured Reservoir (NFR) properties in sandstone, offering a basis for optimization of NFR production such as ISR development.
摘要本研究深入探讨了尼日尔北部 Tchirezrine II 砂岩单元这一复杂储层的特征,这对于在自然断裂和断层背景下进行潜在的铀原位采收(ISR)至关重要。这项研究采用了多方面的方法,包括测井数据、井眼光学图像和水文地质测试,以及基于卫星的线状分析,全面了解了结构及其对流体流动的影响。线状分析揭示了与尺度相关的模式,与局限于力学单元的空间均质联合网络相一致,同时也揭示了几乎与尺度无关的模式,更符合空间异质断层网络。从钻孔图像中探测到了各种变形结构,包括模式 I 断裂、碎屑岩变形带和碎屑-碎屑岩断层核心。Tchirezrine II 储层显示出与其流化沉积背景相关的异质性孔隙度和渗透率。这些数据不同于在砂岩储层基质中获得的传统孔隙度-渗透率关系,而是与纳尔逊分类法一致,强调了变形结构对此类岩石物理特性的影响。在 E-W 向变形结构区进行了水文测验,发现这种异质性具有很强的渗透率各向异性。这种强烈的 E-W 向各向异性与观测到的 E-W 结构的存在是一致的,即与模式 I 开口裂缝的排泄行为以及 cataclastic 带和断层岩的密封行为是一致的。考虑到对 ISR 采矿的影响,这项研究有助于讨论断裂、断层和流体流动特性之间的相互作用。研究表明,垂直于主要渗透方向的井型可以减弱导流,从而改善浸出液与矿化基质的接触。这些结果提供了一种综合方法和砂岩天然裂缝储层(NFR)特性的多尺度表征,为优化天然裂缝储层生产(如 ISR 开发)提供了基础。
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引用次数: 0
Linked and fully coupled 3D earthquake dynamic rupture and tsunami modeling for the Húsavík–Flatey Fault Zone in North Iceland 冰岛北部 Húsavík-Flatey 断裂带的关联和完全耦合三维地震动态破裂和海啸建模
IF 3.4 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-02-14 DOI: 10.5194/se-15-251-2024
Fabian Kutschera, Alice-Agnes Gabriel, Sara Aniko Wirp, Bo Li, Thomas Ulrich, Claudia Abril, Benedikt Halldórsson
Abstract. Tsunamigenic earthquakes pose considerable risks, both economically and socially, yet earthquake and tsunami hazard assessments are typically conducted separately. Earthquakes associated with unexpected tsunamis, such as the 2018 Mw 7.5 strike-slip Sulawesi earthquake, emphasize the need to study the tsunami potential of active submarine faults in different tectonic settings. Here, we investigate physics-based scenarios combining simulations of 3D earthquake dynamic rupture and seismic wave propagation with tsunami generation and propagation. We present time-dependent modeling of one-way linked and 3D fully coupled earthquakes and tsunamis for the ∼ 100 km long Húsavík–Flatey Fault Zone (HFFZ) in North Iceland. Our analysis shows that the HFFZ has the potential to generate sizable tsunamis. The six dynamic rupture models sourcing our tsunami scenarios vary regarding hypocenter location, spatiotemporal evolution, fault slip, and fault structure complexity but coincide with historical earthquake magnitudes. Earthquake dynamic rupture scenarios on a less segmented fault system, particularly with a hypocenter location in the eastern part of the fault system, have a larger potential for local tsunami generation. Here, dynamically evolving large shallow fault slip (∼ 8 m), near-surface rake rotation (± 20∘), and significant coseismic vertical displacements of the local bathymetry (± 1 m) facilitate strike-slip faulting tsunami generation. We model tsunami crest to trough differences (total wave heights) of up to ∼ 0.9 m near the town Ólafsfjörður. In contrast, none of our scenarios endanger the town of Akureyri, which is shielded by multiple reflections within the narrow Eyjafjörður bay and by Hrísey island. We compare the modeled one-way linked tsunami waveforms with simulation results using a 3D fully coupled approach. We find good agreement in the tsunami arrival times and location of maximum tsunami heights. While seismic waves result in transient motions of the sea surface and affect the ocean response, they do not appear to contribute to tsunami generation. However, complex source effects arise in the fully coupled simulations, such as tsunami dispersion effects and the complex superposition of seismic and acoustic waves within the shallow continental shelf of North Iceland. We find that the vertical velocity amplitudes of near-source acoustic waves are unexpectedly high – larger than those corresponding to the actual tsunami – which may serve as a rapid indicator of surface dynamic rupture. Our results have important implications for understanding the tsunamigenic potential of strike-slip fault systems worldwide and the coseismic acoustic wave excitation during tsunami generation and may help to inform future tsunami early warning systems.
摘要。引发海啸的地震会带来巨大的经济和社会风险,但地震和海啸危害评估通常是分开进行的。与意外海啸相关的地震,如 2018 年苏拉威西 7.5 级冲击滑动地震,强调了研究不同构造环境下活动海底断层海啸潜力的必要性。在此,我们研究了基于物理的情景,将三维地震动态破裂和地震波传播模拟与海啸的产生和传播相结合。我们针对冰岛北部长达 100 公里的 Húsavík-Flatey 断裂带(HFFZ),提出了单向联动和三维完全耦合地震与海啸的时变模型。我们的分析表明,HFFZ 有可能产生相当规模的海啸。六种动态断裂模型在低中心位置、时空演化、断层滑移和断层结构复杂性方面各不相同,但与历史上的地震震级相吻合。在断裂不那么分段的断层系统上发生的地震动态破裂,尤其是震中位于断层系统东部的情况下,产生局部海啸的可能性更大。在这里,动态演化的大浅层断层滑动(∼ 8 米)、近地表耙状旋转(± 20∘)和当地水深的显著同震垂直位移(± 1 米)促进了走向滑动断层海啸的产生。在 Ólafsfjörður 镇附近,我们模拟的海啸波峰到波谷的落差(总波高)可达 ∼ 0.9 米。相比之下,我们的方案都不会危及阿库雷里镇,因为狭窄的埃亚菲尤尔祖尔海湾和赫里西岛的多重反射屏蔽了阿库雷里镇。我们将模拟的单向链接海啸波形与三维全耦合方法的模拟结果进行了比较。我们发现两者在海啸到达时间和最大海啸高度的位置上非常一致。虽然地震波会导致海面的瞬态运动并影响海洋响应,但似乎并不会导致海啸的产生。然而,在完全耦合模拟中出现了复杂的海啸源效应,如海啸扩散效应以及北冰岛浅大陆架内地震波和声波的复杂叠加。我们发现,近源声波的垂直速度振幅出乎意料地高,大于实际海啸的相应振幅,这可能是地表动态断裂的快速指标。我们的研究结果对于了解全球走向滑动断层系统的海啸成因潜力以及海啸发生过程中的共震声波激励具有重要意义,并有助于为未来的海啸预警系统提供信息。
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引用次数: 0
Global seismic energy scaling relationships based on the type of faulting 基于断层类型的全球地震能量比例关系
IF 3.4 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-02-12 DOI: 10.5194/se-15-229-2024
Quetzalcoatl Rodríguez-Pérez, F. Ramón Zúñiga
Abstract. We derived scaling relationships for different seismic energy metrics for earthquakes around the globe with MW > 6.0 from 1990 to 2022. The seismic energy estimations were derived with two methodologies, the first based on the velocity flux integration and the second based on finite-fault models. In the first case, we analyzed 3331 reported seismic energies derived by integrating far-field waveforms. In the latter methodology, we used the total moment rate functions and the approximation of the overdamped dynamics to quantify seismic energy from 231 finite-fault models (Emrt and EO, EU, respectively). Both methodologies provide compatible energy estimates. The radiated seismic energies estimated from the slip models and integration of velocity records are also compared for different types of focal mechanisms (R, reverse; R-SS, reverse–strike-slip; SS, strike-slip; SS-R, strike-slip–reverse; SS-N, strike-slip–normal; N, normal; and N-SS, normal–strike-slip), and then used to derive converting scaling relations among the different energy types. Additionally, the behavior of radiated seismic energy (ER), energy-to-moment ratio (ER/M0), and apparent stress (τα) for different rupture types at a global scale is examined by considering depth variations in mechanical properties, such as seismic velocities, rock densities, and rigidities. For this purpose, we used a 1-D global velocity model. The ER/M0 ratio is, based on statistical t tests, largest for strike-slip earthquakes, followed by normal-faulting events, with the lowest values for reverse earthquakes for hypocentral depths < 90 km. Not enough data are available for statistical tests at deeper intervals except for the 90 to 120 km range, where we can satisfactorily conclude that ER/M0 for R-SS and SS-R types is larger than for N-type faulting, which also conforms to the previous assumption. In agreement with previous studies, our results exhibit a robust variation in τα with the focal mechanism. Regarding the behavior of τα with depth, our results agree with the existence of a bimodal distribution with two depth intervals where the apparent stress is maximum for normal-faulting earthquakes. At depths in the range of 180–240 km, τα for reverse earthquakes is higher than for normal-faulting events. We find the trend EU > Emrt > EO for all mechanism types based on statistical t tests. Finite-fault energy estimations also support focal mechanism dependence of apparent stress but only for shallow earthquakes (Z < 30 km). The slip distribution population used was too small to conclude that finite-fault energy estimations support the dependence of average apparent stress on rupture type at different depth intervals.
摘要我们推导了 1990 年至 2022 年全球发生的 MW > 6.0 地震的不同地震能量指标的比例关系。地震能量估算有两种方法,第一种基于速度通量积分,第二种基于有限断层模型。在第一种方法中,我们分析了 3331 次报告的地震能量,这些地震能量是通过整合远场波形得出的。在后一种方法中,我们使用总力矩率函数和过阻尼动力学近似值来量化来自 231 个有限断层模型(分别为 Emrt 和 EO,EU)的地震能量。这两种方法都提供了兼容的能量估算。通过滑动模型和速度记录积分估算的辐射地震能量还针对不同类型的病灶机制(R,反向;R-SS,反向-打击-滑动;SS,打击-滑动;SS-R,打击-滑动-反向;SS-N,打击-滑动-正常;N,正常;N-SS,正常-打击-滑动)进行了比较,然后用于推导不同能量类型之间的转换比例关系。此外,通过考虑地震速度、岩石密度和刚度等力学特性的深度变化,研究了全球范围内不同断裂类型的辐射地震能量(ER)、能量-时刻比(ER/M0)和表观应力(τα)的行为。为此,我们使用了一维全球速度模型。根据统计 t 检验,ER/M0 比值最大的是走向滑动地震,其次是正断层地震,而根据统计 t 检验,在所有机制类型中,下中心深度 Emrt > EO 的反向地震的ER/M0 比值最小。有限断层能量估算也支持视应力的焦点机制依赖性,但仅适用于浅层地震(Z < 30 km)。由于使用的滑动分布群太小,因此无法得出有限断层能量估计支持不同深度区间的平均视应力与断裂类型有关的结论。
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引用次数: 0
ECOMAN: an open-source package for geodynamic and seismological modeling of mechanical anisotropy ECOMAN:用于机械各向异性的地球动力学和地震学建模的开源软件包
IF 3.4 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-02-12 DOI: 10.5194/egusphere-2024-299
Manuele Faccenda, Brandon Paul VanderBeek, Albert de Montserrat, Jianfeng Yang, Neil Ribe
Abstract. Mechanical anisotropy related to rock fabrics is a proxy for constraining the Earth’s deformation patterns. However, the forward and inverse modelling of mechanical anisotropy in 3D large-scale domains has been traditionally hampered by the intensive computational cost and the lack of a dedicated, open-source computational framework. Here we introduce ECOMAN, a software package for modelling strain-/stress-induced rock fabrics and testing the effects of the resulting elastic and viscous anisotropy on seismic imaging and mantle convection patterns. Differently from existing analogous software, the modelling of strain-induced fabrics has been extended to all mantle levels and it has been optimised to run across multiple CPUs, yielding strong scaling efficiency. In addition, shape preferred orientation (SPO)-related structures can be modelled and superimposed over lattice/crystallographic preferred orientation (LPO/CPO) fabrics, which allows the consideration of the mechanical effects of fluid-filled cracks, foliated/lineated grain-scale fabrics and rock-scale layering. One of the most important innovations is the Platform for Seismic Imaging (PSI), a set of programs for performing forward and inverse seismic modelling in isotropic/anisotropic media using real or synthetic seismic datasets. The anisotropic inversion strategy is capable of recovering parameters describing a tilted transversely isotropic (TTI) medium, which is required to reconstruct 3D structures and mantle strain patterns and to validate geodynamic models.
摘要与岩石结构相关的力学各向异性是制约地球变形模式的一种替代方法。然而,三维大尺度域中机械各向异性的正演和反演建模历来受制于高昂的计算成本和缺乏专用的开源计算框架。在此,我们介绍 ECOMAN 软件包,该软件包用于模拟应变/应力引起的岩石结构,并测试由此产生的弹性和粘性各向异性对地震成像和地幔对流模式的影响。与现有的类似软件不同的是,应变诱导构造的建模已扩展到所有地幔层,并对其进行了优化,以便在多个 CPU 上运行,从而产生很高的扩展效率。此外,与形状优选取向(SPO)相关的结构也可以建模,并叠加在晶格/晶体学优选取向(LPO/CPO)结构之上,从而可以考虑充满流体的裂缝、叶状/线状晶粒尺度结构和岩石尺度分层的力学效应。最重要的创新之一是地震成像平台(PSI),这是一套利用真实或合成地震数据集在各向同性/各向异性介质中执行正演和反演地震建模的程序。各向异性反演策略能够恢复描述倾斜横向各向同性(TTI)介质的参数,这是重建三维结构和地幔应变模式以及验证地球动力学模型所必需的。
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引用次数: 0
Hydrogen solubility of stishovite provides insights into water transportation to the deep Earth 菱锰矿的氢溶解性为了解地球深处的水运输提供了线索
IF 3.4 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-02-09 DOI: 10.5194/se-15-215-2024
Mengdan Chen, Changxin Yin, Danling Chen, Long Tian, Liang Liu, Lei Kang
Abstract. Water dissolved in nominally anhydrous minerals (NAMs) can be transported to deep regions of the Earth through subducting slabs, thereby significantly influencing the physicochemical properties of deep-Earth materials and impacting dynamic processes in the deep Earth. Stishovite, a prominent mineral present in subducting slabs, remains stable at mantle pressures of 9–50 GPa and can incorporate various amounts of water (H+, OH−, and H2O) in its crystal structure. Consequently, stishovite can play a crucial role in transporting water into the deep Earth through subducting slabs. This paper provides a comprehensive review of the research process concerning water (hydrogen) solubility in stishovite. The key factors that govern water solubility in stishovite are summarized as temperature, pressure, water fugacity, and aluminum content. Combined with published results on the dependence of water solubility on the aforementioned parameters, this paper proposes a new equation to describe the solubility of water in Al-bearing stishovite. Calculation results based on this equation suggest that stishovite may effectively accommodate water released from processes such as hydrous mineral breakdown, which could ultimately contribute to the presence of a water-rich transition zone.
摘要。溶解在标称无水矿物(NAMs)中的水可通过俯冲板块输送到地球深部地区,从而极大地影响地球深部物质的物理化学性质,并对地球深部的动力学过程产生影响。菱锰矿是俯冲板块中的一种主要矿物,在 9-50 GPa 的地幔压力下保持稳定,其晶体结构中可含有不同数量的水(H+、OH- 和 H2O)。因此,在通过俯冲板块将水输送到地球深部的过程中,菱锰矿可以发挥至关重要的作用。本文全面回顾了有关水(氢)在菱锰矿中溶解度的研究过程。本文将影响水在菱锰矿中溶解度的关键因素归纳为温度、压力、水富集度和铝含量。结合已发表的水溶性与上述参数相关性的研究结果,本文提出了一个新的方程来描述水在含铝菱锰矿中的溶解度。基于该方程的计算结果表明,钠长石可有效容纳水合矿物分解等过程中释放的水,这可能最终导致富水过渡带的存在。
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引用次数: 0
Earthquake monitoring using deep learning with a case study of the Kahramanmaras Turkey earthquake aftershock sequence 利用深度学习监测地震,以土耳其卡赫拉曼马拉什地震余震序列为例
IF 3.4 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-02-09 DOI: 10.5194/se-15-197-2024
Wei Li, Megha Chakraborty, Jonas Köhler, Claudia Quinteros-Cartaya, Georg Rümpker, Nishtha Srivastava
Abstract. Seismic phase picking and magnitude estimation are fundamental aspects of earthquake monitoring and seismic event analysis. Accurate phase picking allows for precise characterization of seismic wave arrivals, contributing to a better understanding of earthquake events. Likewise, accurate magnitude estimation provides crucial information about an earthquake's size and potential impact. Together, these components enhance our ability to monitor seismic activity effectively. In this study, we explore the application of deep-learning techniques for earthquake detection and magnitude estimation using continuous seismic recordings. Our approach introduces DynaPicker, which leverages dynamic convolutional neural networks to detect seismic body-wave phases in continuous seismic data. We demonstrate the effectiveness of DynaPicker using various open-source seismic datasets, including both window-format and continuous recordings. We evaluate its performance in seismic phase identification and arrival-time picking, as well as its robustness in classifying seismic phases using low-magnitude seismic data in the presence of noise. Furthermore, we integrate the phase arrival-time information into a previously published deep-learning model for magnitude estimation. We apply this workflow to continuous recordings of aftershock sequences following the Turkey earthquake. The results of this case study showcase the reliability of our approach in earthquake detection, phase picking, and magnitude estimation, contributing valuable insights to seismic event analysis.
摘要地震相位选取和震级估计是地震监测和地震事件分析的基本环节。准确的相位选取可精确描述地震波到达的特征,有助于更好地理解地震事件。同样,准确的震级估算可提供有关地震规模和潜在影响的重要信息。这些要素结合在一起,增强了我们有效监测地震活动的能力。在本研究中,我们探索了利用连续地震记录进行地震检测和震级估计的深度学习技术应用。我们的方法引入了 DynaPicker,它利用动态卷积神经网络检测连续地震数据中的地震体波相位。我们使用各种开源地震数据集(包括窗口格式和连续记录)演示了 DynaPicker 的有效性。我们评估了 DynaPicker 在地震波相位识别和到达时间选取方面的性能,以及在有噪声的情况下使用低震级地震数据进行地震波相位分类的鲁棒性。此外,我们还将相位到达时间信息整合到之前发布的深度学习模型中,用于震级估计。我们将这一工作流程应用于土耳其地震后余震序列的连续记录。这一案例研究的结果展示了我们的方法在地震检测、相位拾取和震级估计方面的可靠性,为地震事件分析提供了宝贵的见解。
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引用次数: 0
Contribution of carbonatite and recycled oceanic crust to petit-spot lavas on the western Pacific Plate 碳酸盐岩和再循环洋壳对西太平洋板块小点熔岩的贡献
IF 3.4 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-02-08 DOI: 10.5194/se-15-167-2024
Kazuto Mikuni, Naoto Hirano, Shiki Machida, Hirochika Sumino, Norikatsu Akizawa, Akihiro Tamura, Tomoaki Morishita, Yasuhiro Kato
Abstract. Petit-spot volcanoes, occurring due to plate flexure, have been reported globally. As the petit-spot melts ascend from the asthenosphere, they provide crucial information of the lithosphere–asthenosphere boundary. Herein, we examined the lava outcrops of six monogenetic volcanoes formed by petit-spot volcanism in the western Pacific. We then analyzed the 40Ar/39Ar ages, major and trace element compositions, and Sr, Nd, and Pb isotopic ratios of the petit-spot basalts. The 40Ar/39Ar ages of two monogenetic volcanoes were ca. 2.6 Ma (million years ago) and ca. 0 Ma. The isotopic compositions of the western Pacific petit-spot basalts suggest geochemically similar melting sources. They were likely derived from a mixture of high-μ (HIMU) mantle-like and enriched mantle (EM)-1-like components related to carbonatitic/carbonated materials and recycled crustal components. The characteristic trace element composition (i.e., Zr, Hf, and Ti depletions) of the western Pacific petit-spot magmas could be explained by the partial melting of ∼ 5 % crust bearing garnet lherzolite, with 10 % carbonatite flux to a given mass of the source, as implied by a mass-balance-based melting model. This result confirms the involvement of carbonatite melt and recycled crust in the source of petit-spot melts. It provides insights into the genesis of tectonic-induced volcanoes, including the Hawaiian North Arch and Samoan petit-spot-like rejuvenated volcanoes that have a similar trace element composition to petit-spot basalts.
摘要由于板块挠曲而出现的小点火山在全球都有报道。由于小点熔融体从岩石圈上升,它们提供了岩石圈-岩石圈边界的重要信息。在此,我们研究了西太平洋由小火山喷发形成的六座单源火山的熔岩露头。然后,我们分析了小火山口玄武岩的 40Ar/39Ar 年龄、主要元素和微量元素组成以及锶、钕和铅同位素比值。两座单源火山的 40Ar/39Ar 年龄约为 2.6 Ma(百万年前)。2.6Ma(百万年前)和约 0Ma。西太平洋小斑玄武岩的同位素组成表明,它们的熔融源具有相似的地球化学性质。它们很可能来自与碳酸盐岩/碳化物质和再生地壳成分有关的高μ(HIMU)类地幔和富集地幔(EM)-1 类成分的混合物。西太平洋小点岩浆的微量元素组成特征(即Zr、Hf和Ti贫化)可以通过部分熔融5%的地壳石榴石蛭石来解释,基于质量平衡的熔融模型暗示了一定质量的岩浆源有10%的碳酸盐岩通量。这一结果证实了碳酸盐岩熔体和回收地壳参与了小斑熔体的来源。它为构造诱发火山的成因提供了启示,包括夏威夷北拱门和萨摩亚的小点状年轻化火山,它们的微量元素组成与小点玄武岩相似。
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引用次数: 0
Modelling transient thermal processes in the lithosphere: application to the NW Pannonian basin 岩石圈瞬态热过程建模:应用于西北潘诺尼亚盆地
IF 3.4 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-02-08 DOI: 10.5194/egusphere-2024-308
Eszter Békési, Jan-Diederik van Wees, Kristóf Porkoláb, Mátyás Hencz, Márta Berkesi
Abstract. The reconstruction of thermal evolution in sedimentary basins is a key input for constraining geodynamic processes and geo-energy resource potential. We present a methodology to reproduce the most important transient thermal footprints accompanying basin formation: lithosphere extension and sedimentation. The forward model is extended with data assimilation to constrain models with temperature measurements. We apply the methodology to the NW part of Hungary. Realistic past- and present-day temperature predictions for the entire lithosphere are achieved, suggesting the relatively uniform, but strong attenuation of the mantle lithosphere through extension, and relatively small variations in the present-day thermal lithosphere thickness. The new temperature model allows an improved estimation of lithosphere rheology and the interpretation of mantle xenolith origins.
摘要。重建沉积盆地的热演化是制约地球动力过程和地球能源资源潜力的关键输入。我们提出了一种方法来重现伴随盆地形成的最重要的瞬时热足迹:岩石圈延伸和沉积。通过数据同化对前导模型进行扩展,用温度测量结果对模型进行约束。我们将该方法应用于匈牙利西北部地区。对整个岩石圈过去和现在的温度进行了真实的预测,表明地幔岩石圈在延伸过程中相对均匀但衰减较强,而现在的热岩石圈厚度变化相对较小。新的温度模型改进了对岩石圈流变学的估计和对地幔异质岩石起源的解释。
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引用次数: 0
Subduction plate interface shear stress associated with rapid subduction at deep slow earthquake depths: example from the Sanbagawa belt, southwestern Japan 与深层慢速地震深度快速俯冲有关的俯冲板块界面剪应力:日本西南部三巴格瓦带的实例
IF 3.4 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2024-02-07 DOI: 10.5194/se-15-143-2024
Yukinojo Koyama, Simon R. Wallis, Takayoshi Nagaya
Abstract. Maximum shear stress along an active deformation zone marking the subduction plate interface is important for understanding earthquake phenomena and is an important input parameter in subduction zone thermomechanical modeling. However, such maximum shear stress is difficult to measure directly at depths more than a few kilometers and is generally estimated by simulation using a range of input parameters with large associated uncertainties. In addition, estimated values generally represent maximum shear stress conditions over short observation timescales, which may not be directly applicable to long-timescale subduction zone modeling. Rocks originally located deep in subduction zones can record information about deformation processes, including maximum shear stress conditions, occurring in regions that cannot be directly accessed. The estimated maximum shear stress is likely to be representative of maximum shear stress experienced over geological timescales and be suitable to use in subduction zone modeling over timescales of millions to tens of millions of years. In this study, we estimated maximum shear stress along a subduction plate interface by using samples from the Sanbagawa metamorphic belt of southwestern (SW) Japan, in which slivers of mantle-wedge-derived serpentinite are widely distributed and in direct contact with metasedimentary rocks derived from the subducted oceanic plate. These areas can be related to the zone of active deformation along the subduction plate interface. To obtain estimates of maximum shear stress at the subduction interface, we focused on the microstructure of quartz-rich metamorphic rocks – quartz is the main component of the rocks we collected and its deformation stress is assumed to be roughly representative of the stress experienced by the surrounding rock and plate interface deformation zone. Maximum shear stress was calculated by applying deformation temperatures estimated by the crystallographic orientation of quartz (the quartz c-axis fabric opening-angle thermometer) and the apparent grain size of dynamically recrystallized quartz in a thin section to an appropriate piezometer. Combined with information on sample deformation depth, estimated from the P–T (pressure–temperature) path and deformation temperatures, it is suggested that there was nearly constant maximum shear stress of 15–41 MPa in the depth range of about 15–30 km, assuming plane stress conditions even when uncertainties related to the measurement direction of thin section and piezometer differences are included. The Sanbagawa belt formed in a warm subduction zone. Deep slow earthquakes are commonly observed in modern-day warm subduction zones such as SW Japan, which has a similar thermal structure to the Sanbagawa belt. In addition, deep slow earthquakes are commonly observed to be concentrated in a domain under the shallow part of the mantle wedge. Samples showed the depth conditions near the mantle wedge, suggesting that these s
摘要沿俯冲板块界面活动变形带的最大剪应力对于理解地震现象非常重要,也是俯冲带热力学建模的重要输入参数。然而,这种最大剪应力在深度超过几千米的地方很难直接测量,通常是通过使用一系列相关不确定性很大的输入参数进行模拟估算。此外,估算值通常代表短观测时间尺度内的最大剪应力状况,可能无法直接用于长时间尺度的俯冲带建模。原本位于俯冲带深处的岩石可以记录发生在无法直接进入区域的变形过程信息,包括最大剪应力条件。估算出的最大剪应力可能代表地质时间尺度上经历的最大剪应力,适合用于时间尺度为数百万年至数千万年的俯冲带建模。在这项研究中,我们利用日本西南部Sanbagawa变质岩带的样本估算了俯冲板块界面的最大剪应力,该变质岩带广泛分布着源自地幔楔的蛇纹岩,并与源自俯冲大洋板块的变质岩直接接触。这些地区与俯冲板块界面的活动变形区有关。为了估算俯冲界面的最大剪应力,我们重点研究了富含石英的变质岩的微观结构--石英是我们所采集岩石的主要成分,其变形应力被假定为大致代表了周围岩石和板块界面变形区所经历的应力。最大剪切应力的计算方法是将根据石英晶体学取向估算的变形温度(石英 c 轴织物开角温度计)和薄片中动态再结晶石英的表观晶粒尺寸应用到适当的压强计中。结合根据 P-T(压力-温度)路径和变形温度估算出的样品变形深度信息,即使考虑到与薄片测量方向和压强计差异有关的不确定性,假定在平面应力条件下,在约 15-30 千米的深度范围内也存在 15-41 兆帕的几乎恒定的最大剪应力。山巴格瓦带形成于温暖的俯冲带。在现代的暖俯冲带(如日本西南部)经常观测到深慢速地震,其热结构与桑巴川带类似。此外,深缓震通常集中在地幔楔浅层下的一个区域。样本显示了地幔楔附近的深度条件,表明这些样本是在具有类似于深缓震域特征的区域形成的。估算的最大剪应力不仅可用于长尺度俯冲带建模,还代表了同一区域慢地震成核的初始条件。
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