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Spatial Interactions Govern Tectonic Tremor Activities in the Nankai Trough: A Statistical Approach for Spatiotemporal Pattern Modeling and Anomaly Detection 空间相互作用控制南开海槽构造震颤活动:一种时空模式建模和异常检测的统计方法
IF 4.1 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2026-01-10 DOI: 10.1029/2025JB032806
Seiya Yano, Satoshi Ide, Shunichi Nomura

Establishing a quantitative framework to evaluate the spatiotemporal patterns of slow earthquakes and to detect their anomalous activities is essential for understanding diverse slip behaviors on plate boundaries and seismic hazard assessment. In this study, we focus on deep tectonic tremors, which are one manifestation of slow earthquakes and are detectable through seismological observations along the Nankai Trough. We develop a probabilistic model based on a multivariate Hawkes process to describe both the temporal and spatial characteristics of their activity. Our analysis shows that more than half of the tremors are attributable to interactions with neighboring regions, which underlines the importance of incorporating spatial interactions into the forecasting model. Along-dip and along-strike variations in background tremor seismicity and the effective durations of inter-tremor interactions revealed in our model are consistent with previous geophysical and geological observations and conceptual frameworks, including tremor migration, depth-dependent slip modes, partial overlap with slow slip events (SSEs), and along-strike variations in plate convergence rate. We further compare the model-predicted tremor activity with observations and quantify their differences in cumulative event counts using the Kolmogorov–Smirnov test to identify transient anomalies. The detected anomalies include both short-duration (∼0.1 days) and long-duration (∼100 days) activations and quiescences. Although their spatial extent is much smaller (< ${< } $25 km) than that of SSEs, half of the short-term anomalies partially correlate with geodetically detected short-term SSEs. These results demonstrate the potential of our approach to provide a robust framework for forecasting slow earthquake activity and detecting its changes.

建立一个定量框架来评估慢震的时空格局,并检测其异常活动,对于理解板块边界滑动行为的多样性和地震危险性评估至关重要。在本次研究中,我们重点研究了深部构造震动,这是缓慢地震的一种表现形式,通过南开海槽的地震观测可以探测到。我们开发了一个基于多元霍克斯过程的概率模型来描述其活动的时空特征。我们的分析表明,超过一半的地震可归因于与邻近区域的相互作用,这强调了将空间相互作用纳入预测模型的重要性。本模型揭示的背景地震活动性的沿倾和沿走向变化以及地震间相互作用的有效持续时间与以前的地球物理和地质观测和概念框架一致,包括地震迁移、深度依赖的滑动模式、与慢滑动事件的部分重叠以及板块收敛速率的沿走向变化。我们进一步将模型预测的震颤活动与观测结果进行比较,并使用Kolmogorov-Smirnov检验来确定瞬态异常,量化它们在累积事件计数中的差异。检测到的异常包括短时间(~ 0.1天)和长时间(~ 100天)的激活和静止。虽然它们的空间范围远小于sse (<${<} $25 km),但有一半的短期异常与大地测量检测到的短期sse部分相关。这些结果表明,我们的方法有潜力为预测缓慢地震活动和探测其变化提供一个强有力的框架。
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引用次数: 0
Molecular-Dynamics Study of the Crystal Structure of Iron Under the Earth's Inner Core Conditions 地球内核条件下铁晶体结构的分子动力学研究
IF 4.1 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2026-01-09 DOI: 10.1029/2025JB032139
Hua Yang, Lei Wan, Yunguo Li, Lidunka Vočadlo, John Brodholt

The crystal structure of Earth's solid inner core is fundamental to understanding the chemical composition and dynamical evolution of the core. However, despite extensive research, the structure still remains controversial with competing hypotheses regarding the stability of various Fe phases (e.g., bcc, fcc, and hcp). In this paper, we review the studies on the crystal structure of Fe under inner core conditions, and find, in line with previous work, that the main challenges come from the small energy differences between these structures. This has led to a variety of different conclusions across varying theoretical methods and precision, including ab initio, force field and machine learning methods. To address this problem, we employ a Bain path thermodynamic integration approach to reach consistent conclusions among different methods; we find that bcc Fe is mechanically stable but thermodynamically less stable under inner core conditions. Using the energetics from the Bain path method as a benchmark, we establish the requirements for converging free energy calculations through a two-phase thermodynamic modeling approach. These calculations confirm that the hcp phase is the most stable, exhibiting the highest melting temperature regardless of the method used. This unified conclusion on the hcp phase as the stable crystal structure provides a robust foundation for future studies on Earth's core.

地球固体内核的晶体结构是了解地核化学成分和动态演化的基础。然而,尽管进行了广泛的研究,但关于各种Fe相(例如bcc, fcc和hcp)的稳定性,结构仍然存在争议。在本文中,我们回顾了在内核条件下对铁晶体结构的研究,并发现,与之前的工作一致,主要的挑战来自这些结构之间的小能量差。这导致了各种不同的理论方法和精度的不同结论,包括从头算、力场和机器学习方法。为了解决这一问题,我们采用了贝恩路径热力学积分方法,在不同的方法之间得出一致的结论;我们发现bcc Fe在内核条件下力学稳定,但热力学不稳定。以Bain路径法的能量学为基准,通过两相热力学建模方法建立了收敛自由能计算的要求。这些计算证实,无论采用何种方法,hcp相都是最稳定的,表现出最高的熔化温度。这一关于hcp相作为稳定晶体结构的统一结论,为未来地核的研究奠定了坚实的基础。
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引用次数: 0
Intraplate Volcanism Driven by Slab-Plume Interaction: Numerical Modeling and Its Application to the Eifel, Massif Central and Hainan Volcanic Areas 板柱相互作用驱动的板内火山作用:数值模拟及其在艾菲尔、地块中部和海南火山区的应用
IF 4.1 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2026-01-07 DOI: 10.1029/2025JB032799
Yingying Li, Bernhard Steinberger, Sascha Brune, Eline Le Breton, Anne Glerum, Michaël Pons

Intraplate volcanism has long been linked to deep mantle plumes. However, recent studies showed that intraplate magmatism can originate from transition zone dynamics, where lower-mantle plumes might be ponding, creating a Thermal Boundary Layer (TBL). Inspired by intraplate volcanoes in Eifel, Massif Central and Hainan that are distributed near tips of stagnant slabs imaged at transition zone depth, we hypothesize that subducted slabs might destabilize the TBL and trigger upper mantle plumes (secondary plumes), leading to intraplate volcanism. So far, the generation of such secondary plumes and the influence of slabs on plumes remain poorly understood. In this study, we perform 2D upper-mantle geodynamic models with a TBL imposed at 670 km depth interacting with a slab of an intra-oceanic subduction zone. The effects of various slab geometries (rollback, rollover and intermediate), TBL temperature and heating time are tested. Our models show that slabs of all geometries can destabilize the TBL, initiating secondary plumes ahead of and behind the slab. All plumes are deflected by the slab-induced mantle flow and a sinking slab may even suppress plumes beneath it. However, a higher TBL temperature and a longer pre-subduction heating duration may increase buoyancy flux of secondary plumes, making them more resistant to slab-driven flow. Under all conditions explored in this study, the strength of secondary plumes produced in our models is comparable to that of the Eifel plume. This paper elucidates slab-plume interaction and their impact on intraplate volcanism with applications to the Eifel, Massif Central and Hainan volcanic areas.

长期以来,板块内火山活动一直与深部地幔柱有关。然而,最近的研究表明,板内岩浆活动可能起源于过渡带动力学,在那里下地幔柱可能会聚集,形成热边界层(TBL)。根据在过渡带深度成像的艾菲尔、中央地块和海南的板块内火山分布在停滞板块尖端附近,我们假设俯冲板块可能使TBL不稳定并引发上地幔柱(次柱),从而导致板块内火山活动。到目前为止,这种次生羽流的产生和板块对羽流的影响仍然知之甚少。在这项研究中,我们进行了二维上地幔地球动力学模型,其中在670 km深度施加了一个与洋内俯冲带板块相互作用的TBL。测试了各种板坯几何形状(回滚、翻转和中间)、TBL温度和加热时间的影响。我们的模型表明,所有几何形状的板块都能破坏TBL的稳定,在板块前后引发二次羽流。所有的羽流都被板块引起的地幔流所偏转,而下沉的板块甚至可能抑制其下方的羽流。然而,较高的TBL温度和较长的俯冲前加热时间可能会增加二次羽流的浮力通量,使其更能抵抗板块驱动的流动。在本研究探索的所有条件下,我们的模型中产生的二次羽流的强度与艾菲尔羽流的强度相当。本文以艾菲尔、中部地块和海南火山区为例,阐述了板柱相互作用及其对板内火山作用的影响。
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引用次数: 0
Leveraging Local Depth Phases for Improved Hypocenter Analysis and Discovery of a Thick Seismogenic Zone in Ridgecrest, California 利用局部深度相位改进震源分析并发现加州里奇克莱斯特厚发震带
IF 4.1 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2026-01-07 DOI: 10.1029/2025JB032083
Tianjue Li, Jing Chen, Xu Yang, Ping Tong

Accurate earthquake location is of fundamental importance for understanding seismogenic processes, revealing the Earth's interior structure, and mitigating seismic hazard. However, precisely determining the depth of an earthquake is often challenging due to the severe trade-off between focal depth and origin time, especially in the absence of nearby seismic stations. To address this challenge, we have developed an integrative procedure for reliably and efficiently identifying the sP depth phase in local and regional seismic records. After picking the traveltimes of first-arriving P, S waves and sP depth phases, we sequentially refine earthquake hypocenter (longitude, latitude and depth) and origin time within a Bayesian inversion framework. The efficacy of the proposed depth phase identification procedure and earthquake location method is validated through the analysis of small-to-moderate aftershocks that occurred within 2 months of the 2019 Mw 7.1 Ridgecrest earthquake. Our study shows that including depth phases can significantly reduce location uncertainty in depth by a factor of five. Moreover, the results achieved by jointly using first arrivals and depth phases are less dependent on the background velocity model, enabling more accurate location estimates for 86.6% of the examined earthquakes. In regions northwest of the mainshock nucleation area, the base of the seismogenic zone is located generally below 10 km, likely sandwiching a much shallower brittle-to-ductile transition zone (<4 km) beneath the Coso geothermal site. This locally abrupt change in rock rheology may modulate the rupture propagation of large earthquakes.

准确的地震定位对于认识发震过程、揭示地球内部结构、减轻地震危害具有重要意义。然而,由于震源深度和震源时间之间的严重权衡,特别是在附近没有地震台站的情况下,精确确定地震深度往往具有挑战性。为了应对这一挑战,我们开发了一种综合程序,用于可靠有效地识别本地和区域地震记录中的sP深度相位。在选取初到的P波、S波和sP深度相的传播时间后,在贝叶斯反演框架内依次细化震源(经度、纬度和深度)和震源时间。通过对2019年里脊7.1级地震后2个月内发生的中小余震的分析,验证了所提出的深度相位识别程序和地震定位方法的有效性。我们的研究表明,包含深度相位可以将深度位置的不确定性显著降低五倍。此外,联合使用首次到达阶段和深度阶段获得的结果对背景速度模型的依赖程度较低,可以对86.6%的地震进行更准确的位置估计。在主震成核区的西北地区,孕震带的底部通常位于10公里以下,很可能夹在Coso地热站点下方一个更浅的脆性-韧性过渡带(<;4公里)。岩石流变学的这种局部突变可以调节大地震的破裂传播。
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引用次数: 0
Inherited Lithospheric Structure Controls Cenozoic Intraplate Basaltic Volcanism in Central Mongolia Due To Mantle Upwelling 继承的岩石圈结构控制着蒙古中部地幔上涌作用下的新生代板内玄武岩火山活动
IF 4.1 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2026-01-07 DOI: 10.1029/2025JB031727
Mengfan Jiang, Xuewei Bao, Tao Wang, Yingkai Wu, Kecheng Zhou, Xuejing Li

The mechanisms responsible for intracontinental basaltic volcanism are not well understood. The Cenozoic long-lived (∼30 Myr) and diffuse intraplate volcanism in central Mongolia is an ideal natural lab to address this issue. Here we present a high-resolution lithospheric 3-D shear-wave velocity model using ambient noise tomography with data mainly from two dense seismic arrays. Our model shows strong lithospheric heterogeneities beneath central Mongolia, correlating well with the occurrence of Cenozoic basaltic volcanism. Specifically, relatively thick, high-velocity lithospheric mantle is imaged beneath the central Hangai Dome and the Hövsgöl region where Precambrian basements have been suggested to exist, which likely represent relicts of old cratonic lithosphere. Step changes in lithospheric thickness formed at their peripheries due to heterogenous lithospheric thinning or modification likely caused by recent deep mantle upwelling. More interestingly, most basaltic volcanism in central Mongolia is located at or near these strong lateral gradients of lithospheric thickness, suggesting the important role of small-scale convection in their formation due to lithospheric thickness undulations. Taken together, the Cenozoic intraplate volcanism in central Mongolia was likely controlled by inherited lithospheric heterogeneities and mantle upwelling.

大陆内玄武岩火山作用的机制尚不清楚。蒙古中部的新生代长寿命(~ 30myr)扩散性板内火山活动是研究这一问题的理想的自然实验室。在这里,我们提出了一个高分辨率岩石圈三维横波速度模型,使用环境噪声层析成像,数据主要来自两个密集的地震阵列。我们的模型显示了蒙古中部岩石圈的强非均质性,与新生代玄武岩火山活动的发生密切相关。具体而言,在Hangai Dome中心和Hövsgöl区域下成像了相对厚的高速岩石圈地幔,该区域被认为存在前寒武纪基底,可能代表旧克拉通岩石圈的遗迹。外围岩石圈厚度的阶跃变化可能是由于近期深部地幔上涌引起的非均质岩石圈变薄或改造所致。更有趣的是,蒙古中部大部分玄武岩火山活动位于或靠近这些岩石圈厚度的强横向梯度,这表明由于岩石圈厚度波动,小尺度对流在它们的形成中发挥了重要作用。综上所述,蒙古中部新生代板内火山活动可能受岩石圈非均质性和地幔上涌的控制。
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引用次数: 0
Multi-Observable Thermochemical Tomography: New Advances and Applications to the Superior and North Australian Cratons 多观测热化学层析成像:上澳大利亚和北澳大利亚克拉通的新进展和应用
IF 4.1 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2026-01-07 DOI: 10.1029/2025JB031939
I. Fomin, J. C. Afonso, A. Gorbatov, F. Salajegheh, R. Dave, F. A. Darbyshire, S. M. Hansen, B. Hejrani, M. W. Haynes, K. Czarnota

Imaging the Earth's thermochemical structure is crucial for understanding its dynamics and evolution. Moreover, the increased demand for critical minerals and geothermal energy driven by the energy transition has intensified the need for reliable subsurface models. Multi-Observable Thermochemical Tomography (MTT) is a simulation-based, probabilistic inversion platform designed to harness the combined sensitivities of multiple geophysical data sets and thermodynamic modeling. It produces internally consistent estimates of the Earth's interior as probability distributions, offering a powerful means for uncertainty quantification. Here, we present an updated MTT formalism and assess its benefits and limitations to image the thermochemical structure of the lithosphere-asthenosphere system. Individual and combined sensitivities of different observables to parameters of interest (e.g., temperature, composition, crustal architecture) are explored using challenging synthetic models. Our findings demonstrate that a judicious combination of observables can retrieve complex thermochemical structures relevant to greenfields exploration. We then apply MTT to study two cratonic regions of geological and economic significance. In the Superior Craton, we jointly invert receiver functions, gravity anomalies, gravity gradients, geoid anomalies, Rayleigh-wave dispersion curves, absolute elevation and surface heat flow. In the North Australian Craton, we incorporate new data from the AusArray and add teleseismic P- and S-phase travel times to the data sets. The imaged lithospheric architectures provide new insights into the tectonic evolution of these two regions and the physical meaning of geophysical signatures. Additionally, these models offer unique proxies to guide exploration efforts for clean energy and critical minerals and serve as reference models for future high-resolution studies.

地球热化学结构的成像对于理解其动力学和进化至关重要。此外,由于能源转型,对关键矿物和地热能的需求增加,因此更需要可靠的地下模型。多观测热化学层析成像(MTT)是一种基于模拟的概率反演平台,旨在利用多个地球物理数据集和热力学建模的综合灵敏度。它以概率分布的形式对地球内部产生内部一致的估计,为不确定性量化提供了有力的手段。在这里,我们提出了一个更新的MTT形式,并评估了其成像岩石圈-软流圈系统热化学结构的优点和局限性。使用具有挑战性的合成模型探索不同观测值对感兴趣的参数(例如,温度,成分,地壳结构)的单个和组合灵敏度。我们的研究结果表明,明智的观测组合可以检索与绿地勘探相关的复杂热化学结构。然后,我们应用MTT对两个具有地质和经济意义的克拉通区域进行了研究。在上克拉通,我们联合反演了接收函数、重力异常、重力梯度、大地面异常、瑞利波频散曲线、绝对高程和地表热流。在北澳大利亚克拉通,我们结合了来自AusArray的新数据,并将远震P相和s相传播时间添加到数据集中。岩石圈结构成像为这两个地区的构造演化和地球物理特征的物理意义提供了新的认识。此外,这些模型为指导清洁能源和关键矿物的勘探工作提供了独特的代理,并可作为未来高分辨率研究的参考模型。
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引用次数: 0
Geomagnetic Variability in a Post-Superchron Geodynamo: Insights From the Deccan Traps 后超时地球动力学中的地磁变率:来自德干圈闭的见解
IF 4.1 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2026-01-07 DOI: 10.1029/2025JB033124
K. E. Bristol, C. J. Sprain, T. Mittal, A. Monteiro, R. Duraiswami, M. M. Tremblay, M. Mijjum

Studying long-term geomagnetic field behavior is crucial for understanding Earth's evolution, as field variability reflects processes in the planet's deep interior. One key question concerns the relationship between field strength and polarity reversal frequency, particularly during the Cretaceous Normal Superchron (CNS), a prolonged interval without reversals. We present new paleomagnetic and paleointensity data from the Deccan Traps, emplaced shortly after the CNS potentially recording the geodynamo's transition back to a reversing state. Sixteen reliable paleointensity estimates were obtained from three sites and have Quality of Paleointensity (QPI) scores of seven to eight. To evaluate selection criteria, results were compared using SELCRIT2, Thellier Tool A, MI-CRIT.A1, and PICRIT03. SELCRIT2 proved too permissive, whereas MI-CRIT.A1 most effectively excluded potentially biased data. Site mean Virtual Dipole Moments decrease stratigraphically from 7.0 ± 0.8 × 1022 Am2 at the base to 5.5 ± 0.4 × 1022 Am2 at the top of our sampled section. These values are higher than prior ∼66 Ma estimates which meet QPI ≥ 3 criteria and are instead more consistent with data satisfying the stricter prioritized QPI subset (QAGE + QALT + QMD). Together with existing records and model observations, our results suggest that the geomagnetic field was weaker and less variable after the CNS, supporting a closer link between reversal frequency and intensity range than absolute strength alone. Nonetheless, even rigorously filtered data sets may retain biases, complicating interpretations of this enigmatic period. Our study underscores the need for stringent selection criteria in paleointensity research.

研究长期地磁场的行为对于理解地球的演化是至关重要的,因为磁场的变化反映了地球内部深处的过程。一个关键问题是磁场强度和极性反转频率之间的关系,特别是在白垩纪正常超时(CNS)期间,这是一个没有反转的长时间间隔。我们提出了来自德干圈闭的新的古地磁和古强度数据,这些数据位于CNS之后不久,可能记录了地球发电机转变回反转状态。从三个地点获得了16个可靠的古强度估计,古强度质量(QPI)得分在7到8分之间。为了评估选择标准,使用SELCRIT2、Thellier Tool A、MI-CRIT对结果进行比较。A1和PICRIT03。SELCRIT2被证明过于宽松,而MI-CRIT。A1最有效地排除了潜在的偏差数据。现场平均虚偶极矩随地层变化从底部的7.0±0.8 × 1022 Am2下降到顶部的5.5±0.4 × 1022 Am2。这些值高于满足QPI≥3标准的先前估计的~ 66 Ma,并且与满足更严格的优先级QPI子集(QAGE + QALT + QMD)的数据更一致。结合现有的记录和模式观测,我们的研究结果表明,在CNS之后,地磁场变得更弱,变化更少,支持反转频率和强度范围之间的联系比绝对强度更紧密。尽管如此,即使是经过严格过滤的数据集也可能保留偏见,使对这一神秘时期的解释复杂化。我们的研究强调了古强度研究需要严格的选择标准。
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引用次数: 0
Dynamic Controls on Salt Structures and Translation Velocity at Continental Rifted Margins 大陆裂陷边缘盐构造与平移速度的动力学控制
IF 4.1 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2026-01-06 DOI: 10.1029/2025JB032143
Zhichen Wang, Sascha Brune, Derek Neuharth, Anne C. Glerum, Delphine Rouby, Naiara Fernandez, Xuesong Ding

Salt tectonics at rifted margins involves intricate interactions between weak, viscous evaporite layers and brittle sedimentary rocks. Geophysical data and geological interpretation offer valuable insights into evaporite structure formation and the average translation rate of evaporite and sediment layers on time scales of several million years and more. However, shorter-term changes in evaporite translation velocity and their impact on deformation of evaporite and sediment cannot be directly observed in natural systems. Here, we employ 2D geodynamic models of lithosphere deformation, evaporite flow and surface processes. In particular, we consider a realistic, stress-dependent and thus highly non-linear rheology of evaporites, which allows for analyzing the interactions between gravitational loading, evaporite flow and sediment deformation in great detail. We find that the oceanward translation velocity of post-salt sediments evolves in a characteristic manner: first rapidly increasing to peak values during approximately 1 million years due to the evaporite's non-linear rheology, before slowing over tens of millions of years as the evaporite layer thins and welds onto the underlying syn-rift sediments. Peak translation velocity primarily depends on the degree of evaporite-related decoupling between pre- and post-salt strata, with the fastest (>20 mm/yr) translation occurring in models with low evaporite viscosity. Our models elucidate the formation of key salt tectonic structures: turtle anticlines in the upslope extensional domain, irregularly spaced collapsed diapirs in the midslope translational domain, and complex diapir structures in the downslope contractional domain. Finally, our models visualize how asymmetric minibasins in the translational and compressional domains interact with adjacent diapirs, forming highly upturned and overturned strata.

裂谷边缘的盐构造涉及到脆弱、粘稠的蒸发岩层和脆弱的沉积岩之间复杂的相互作用。地球物理数据和地质解释提供了宝贵的见解蒸发岩结构的形成和蒸发岩和沉积层的平均平移速率在数百万年和更长时间的时间尺度。然而,在自然系统中,蒸发岩平移速度的短期变化及其对蒸发岩和沉积物变形的影响无法直接观测到。在这里,我们采用岩石圈变形、蒸发岩流和地表过程的二维地球动力学模型。特别是,我们考虑了一个现实的,应力依赖的,因此高度非线性的蒸发岩流变,这允许分析重力载荷,蒸发岩流动和沉积物变形之间的相互作用非常详细。我们发现盐后沉积物的向海平移速度以一种特有的方式演变:首先由于蒸发岩的非线性流变而在大约100万年中迅速增加到峰值,然后随着蒸发岩层变薄并与下伏的同裂谷沉积物焊接而在数千万年内减慢。峰值平移速度主要取决于盐前和盐后地层之间与蒸发岩相关的解耦程度,在蒸发岩粘度较低的模式中,平移速度最快(> 20mm /yr)。我们的模型阐明了关键的盐构造构造的形成:上斜坡伸展域的龟状背斜,中斜坡平移域的不规则间距塌陷底辟,以及下斜坡收缩域的复杂底辟构造。最后,我们的模型可视化了平移和挤压域中的非对称小盆地如何与邻近的底辟相互作用,形成高度上翻和翻覆的地层。
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引用次数: 0
Regional Three-Dimensional Magnetotelluric Electrical Resistivity Model of the Manica Greenstone Belt, Western Mozambique 莫桑比克西部马尼卡绿岩带区域三维大地电磁电阻率模型
IF 4.1 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2026-01-04 DOI: 10.1029/2025JB031671
Joao Jr. J. Castelo, Thorkild M. Rasmussen, Maxim Smirnov, Salvador Mondlane Jr., Daud Liace Jamal

Magnetotelluric (MT) survey results from the Late Archean Manica greenstone belt, an extension of the Odzi-Mutare greenstone belt of the Zimbabwe Craton, are presented. A total of 33 MT stations were acquired on an irregular grid with an average station spacing of approximately 5 km. This data set represents the first MT survey in Mozambique. The results from the 3-D modeling indicate a conductive mid-crustal structure in the central part of the surveyed greenstone belt and the presence of narrow sub-vertical conductive structures connecting the mid-crustal conductor with shallow structures. These sub-vertical conductive structures are tentatively interpreted as marking the location of fluid pathways for mineralizing fluids associated with gold occurrences. The modeled mid-crustal conductor mapped in the Manica greenstone belt does not have a western continuation toward the adjacent Odzi-Mutare greenstone belt in Zimbabwe.

本文介绍了津巴布韦克拉通Odzi-Mutare绿岩带的延伸——晚太古代曼尼察绿岩带的大地电磁测量结果。在不规则网格上总共获得了33个MT站,平均站距约为5公里。该数据集代表了莫桑比克的第一次MT调查。三维模拟结果表明,所测绿岩带中部存在导电的中地壳构造,并存在连接中地壳导体与浅层构造的狭窄亚垂直导电构造。这些次垂直导电构造被初步解释为与金矿相关的成矿流体的流体通道位置标志。在Manica绿岩带绘制的模拟中地壳导体没有向邻近的津巴布韦Odzi-Mutare绿岩带的西延。
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引用次数: 0
Modeling and Inversion for Wave Propagation in Tight Sandstone Reservoirs Using Machine Learning 基于机器学习的致密砂岩储层波传播建模与反演
IF 4.1 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2026-01-04 DOI: 10.1029/2025JB032558
Fansheng Xiong, Jing Ba, José M. Carcione, Zhijian Fang

Understanding wave propagation in subsurface reservoirs is an important topic in exploration geophysics. Using machine learning (ML), this study aims to develop a hybrid modeling approach that uses data techniques while maintaining the reliability of poroelasticity theory. Simplified dynamic equations for seismic propagation in sandstone reservoirs are established in two steps: Biot-Rayleigh theory is established and then an optimization algorithm in ML is used to identify a simplified equation and calculate a local fluid flow term, which is responsible for wave attenuation, and some of the elastic constants and factors such as the volume ratio of inclusions. The effectiveness of the approach is first tested on synthetic data, and it is shown that almost the same dispersion and attenuation as the original model can be predicted. Data from experimental and borehole measurements are then considered. Examples show that with a few data points the wave velocity can be accurately predicted in different frequency ranges. Although the model has a certain extrapolation capability, the coverage of training data is still required. Finally, the approach is extended to perform porosity inversion. The proposed technique can be extended to reservoirs with different lithologies.

了解地下储层中的波传播是勘探地球物理中的一个重要课题。利用机器学习(ML),本研究旨在开发一种混合建模方法,该方法使用数据技术,同时保持孔隙弹性理论的可靠性。本文分两步建立了砂岩储层地震传播的简化动力学方程:首先建立Biot-Rayleigh理论,然后利用ML中的优化算法识别简化方程,并计算出负责波衰减的局部流体流动项,以及包裹体体积比等弹性常数和因素。首先在综合数据上验证了该方法的有效性,结果表明,该方法可以预测与原始模型几乎相同的色散和衰减。然后考虑来自实验和钻孔测量的数据。算例表明,只需少量的数据点,就可以准确地预测不同频率范围内的波速。虽然该模型具有一定的外推能力,但仍然需要训练数据的覆盖范围。最后,将该方法推广到孔隙度反演。该技术可推广到不同岩性的储层。
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引用次数: 0
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Journal of Geophysical Research: Solid Earth
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