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Low-Frequency Extrapolation by Deep-Learning for Cross-Well Full-Waveform Inversion – Case Study From the Aquistore CO 2 $rm CO_{2}$ Storage Site 基于深度学习的井间全波形反演低频外推——以aqueststore CO 2 $rm CO_{2}$储层为例
IF 1.8 3区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2025-09-24 DOI: 10.1111/1365-2478.70081
Amir Mardan, Don White

Full-waveform inversion (FWI) of seismic data is a powerful method for estimating high-resolution models of the subsurface. An accurate initial model and low-frequency data are necessary to avoid cycle skipping and perform a successful FWI. In the absence of this information, FWI is likely to fail due to convergence in local misfit minima. With the recent advancements in artificial intelligence, studies have shown that absent low-frequency data can be extrapolated using deep learning (DL). These studies have been mostly focused on surface seismic data whose frequency content is different from cross-well data. In this study, we assess the use of DL for low-frequency extrapolation for a cross-well survey that was done at the Aquistore CO2$rm CO_{2}$ storage site in Saskatchewan. This assessment includes both numerical and field data examples. We extrapolate the low frequencies to increase the bandwidth of the acquired data at the Aquistore site and perform FWI. We evaluate the efficiency of this method by comparing the results with obtained velocity models from the conventional multiscale FWI. Our results for the Aquistore data show that the proposed strategy leads to an accuracy improvement of 39% and 20% in the model and data domains, respectively.

地震资料全波形反演(FWI)是估算地下高分辨率模型的有力方法。精确的初始模型和低频数据是避免周期跳变和成功完成FWI的必要条件。在没有这些信息的情况下,FWI很可能会由于局部失配最小值的收敛而失败。随着人工智能的发展,研究表明,缺失的低频数据可以使用深度学习(DL)进行外推。这些研究大多集中在频率含量与井间数据不同的地面地震资料上。在这项研究中,我们评估了在萨斯喀彻温省aqueststore CO 2 $rm CO_{2}$储存地点进行的井间调查中使用DL进行低频外推的情况。该评估包括数值和现场数据实例。我们对低频进行外推,以增加aquisstore现场采集数据的带宽,并执行FWI。通过与传统多尺度FWI速度模型的比较,对该方法的有效性进行了评价。我们对aqustore数据的研究结果表明,所提出的策略在模型和数据领域的准确率分别提高了39%和20%。
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引用次数: 0
Improved One-Way Reflection Waveform Inversion and Strategies for Optimal Offset Selection 改进的单向反射波形反演及最优偏移量选择策略
IF 1.8 3区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2025-09-15 DOI: 10.1111/1365-2478.70062
Siamak Abolhassani, Dirk Jacob Verschuur

Conventional reflection waveform inversion solves a two-parameter seismic inverse problem alternately for subsurface reflectivity and acoustic background velocity as the model parameters. It seeks to reconstruct a low-wavenumber velocity model of the subsurface from pure reflection data cyclically, through alternating migration and tomography loops, such that the remodelled data fits the observed data. Low-resolution seismic images with unpreserved amplitudes, full-wave inconsistency in the short-offset data and cycle skipping in the long-offset are perceived as the main reasons for suboptimal tomographic updates and slow convergence in conventional reflection waveform inversion. In the context of one-way reflection waveform inversion, this paper addresses the listed limitations through four main components. First, it augments one-way reflection waveform inversion with a computationally affordable preconditioned least-squares wave equation migration algorithm to ensure high-resolution reflectors with preserved amplitudes. Second, the paper verifies how well the full-wave consistency condition in the short-offset data is satisfied in one-way reflection waveform inversion and suggests muting inconsistent short-offset residual waveforms in the tomography loop to attenuate their adverse imprint. Third, the paper suggests extending the migration offset beyond short offsets to improve both the illumination and the signal-to-noise ratio of the reflectors. Fourth, the paper presents a data-selection algorithm to exclude the damaging effect of the cycle-skipped long-offset data in the tomography loop. The effectiveness of the proposed one-way reflection waveform inversion algorithm is finally validated through three numerical examples, demonstrating its capability to recover high-fidelity tomograms.

常规反射波形反演解决了以地下反射率和背景声速为模型参数交替进行的双参数地震反演问题。它试图通过交替的偏移和层析成像循环,从纯反射数据中周期性地重建地下的低波数速度模型,从而使重塑的数据与观测数据相匹配。低分辨率地震图像的振幅未保存,短偏移距数据的全波不一致以及长偏移距数据的周期跳变被认为是传统反射波形反演中层析成像更新不理想和收敛缓慢的主要原因。在单向反射波形反演的背景下,本文通过四个主要部分来解决所列出的限制。首先,它通过计算负担得起的预置最小二乘波动方程偏移算法增强了单向反射波形反演,以确保具有保留振幅的高分辨率反射器。其次,验证了单向反射波形反演中短偏移数据的全波一致性条件的满足程度,并提出了在层析环路中对不一致的短偏移残余波形进行抑制以减弱其不利印记的建议。第三,建议在短偏移量之外扩展偏移量,以提高反射器的照度和信噪比。第四,提出了一种数据选择算法,以排除层析成像环路中跳周长偏移数据的破坏性影响。最后通过3个数值算例验证了所提出的单向反射波形反演算法的有效性,证明了该算法具有恢复高保真层析图的能力。
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引用次数: 0
Forward Modelling of Electrical Resistivity and Induced Polarization Using the Spectral-Infinite-Element Method 电阻率和感应极化的光谱有限元正演模拟
IF 1.8 3区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2025-09-15 DOI: 10.1111/1365-2478.70080
Kiana Damavandi, Hom Nath Gharti

Accurate and efficient modelling of subsurface electrical properties is critical for a wide range of applications, including mineral exploration, environmental studies and hydrogeological investigations. Traditional numerical approaches often use low-order discretization and impose artificial boundary conditions to approximate the unbounded spatial domain. These approximations can lead to inaccuracies and computational inefficiency, particularly in geologically complex environments. In this study, we present a spectral-infinite-element method (SIEM) for forward modelling of electrical resistivity and induced polarization. The approach couples high-order spectral elements within the finite domain with a single outer layer of mapped infinite elements, enabling precise representation of far-field boundary conditions. To achieve optimal numerical performance, we employ two distinct quadrature schemes: Gauss–Legendre–Lobatto quadrature for the spectral elements and Gauss–Radau quadrature for the infinite elements. We first verify the accuracy of our method by comparing the computed electric potential from a buried charged block with direct numerical integration. We conducted a convergence study by refining the mesh and increasing the order of the interpolation polynomials. To further evaluate the robustness of SIEM, we benchmark its results for a layered earth model against an analytical solution and an open-source Python-based geophysical modelling library, SimPEG. The comparisons demonstrate the accuracy, convergence and efficiency of SIEM. Finally, we apply SIEM to a complex heterogeneous conductivity model incorporating topography, generating apparent resistivity and chargeability pseudo-sections to illustrate its practical applicability under realistic survey conditions.

准确、高效的地下电特性建模对于矿产勘探、环境研究和水文地质调查等广泛应用至关重要。传统的数值方法通常采用低阶离散化并施加人工边界条件来近似无界空间域。这些近似可能导致不准确和计算效率低下,特别是在地质复杂的环境中。在这项研究中,我们提出了一种用于电阻率和感应极化正演模拟的光谱-无限元方法(SIEM)。该方法将有限域中的高阶谱元与映射的无限元的单一外层耦合在一起,从而能够精确地表示远场边界条件。为了获得最佳的数值性能,我们采用了两种不同的正交方案:光谱单元的高斯-勒让德-洛巴托正交和无限单元的高斯-拉多正交。我们首先通过比较埋藏带电块的计算电势和直接数值积分来验证我们方法的准确性。我们通过细化网格和增加插值多项式的阶数来进行收敛性研究。为了进一步评估SIEM的鲁棒性,我们将其结果与解析解和基于python的开源地球物理建模库SimPEG进行了对比。对比结果表明,该方法具有较好的准确性、收敛性和高效性。最后,我们将SIEM应用于包含地形的复杂非均质电导率模型,生成视电阻率和电荷率伪剖面,以说明其在实际测量条件下的实际适用性。
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引用次数: 0
Constraining Contact-Depth Solutions Through the Enhanced Horizontal Gradient Amplitude 通过增强水平梯度振幅约束接触深度解
IF 1.8 3区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2025-09-09 DOI: 10.1111/1365-2478.70078
Luan Thanh Pham, Saulo Pomponet Oliveira, Erdinc Oksum, Hanbing Ai, Fabiana de Fátima Giacomini

Accurate depth estimation is crucial for the quantitative interpretation of magnetic anomalies, which plays a significant role in geological mapping, mineral exploration and subsurface investigations. Traditional depth estimation techniques, such as the contact-depth (CD) and tilt-depth (TD) methods, often suffer from the generation of spurious solutions, especially when applied to complex geological environments. To address this, we propose an enhanced depth estimation technique, namely, the located contact-depth (LCD) method that integrates the CD technique with the enhanced horizontal gradient amplitude (EHGA). By utilizing points near the peaks of EHGA, a mask is generated to constrain the solutions from the CD method, effectively eliminating false solutions. Furthermore, a stable finite-difference technique for calculating vertical derivatives is used to improve the robustness and stability of the outputs. The proposed technique is tested on synthetic data, both with and without noise, as well as on real aeromagnetic data from the Galinge Fe-polymetallic deposit (China). The results demonstrate that our method provides depth estimates with improved reliability and accuracy compared to traditional methods, reducing the number of spurious solutions and enhancing precision around source boundaries. The result from the real example is in good agreement with known structures, highlighting the potential for deep mineral exploration in the Galinge Fe-polymetallic deposit.

准确的深度估计是磁异常定量解释的关键,在地质填图、矿产勘查和地下调查中具有重要作用。传统的深度估计技术,如接触深度(CD)和倾斜深度(TD)方法,经常受到产生假解的影响,特别是在复杂的地质环境中。为了解决这个问题,我们提出了一种增强的深度估计技术,即将CD技术与增强的水平梯度振幅(EHGA)相结合的定位接触深度(LCD)方法。利用EHGA峰值附近的点,生成掩模来约束CD方法的解,有效地消除了假解。此外,采用稳定有限差分技术计算垂直导数,提高输出的鲁棒性和稳定性。该方法在加林格铁多金属矿床含噪和无噪合成数据以及实际航磁数据上进行了测试。结果表明,与传统方法相比,我们的方法提供的深度估计具有更高的可靠性和准确性,减少了假解的数量,提高了源边界周围的精度。实例结果与已知构造吻合较好,突出了加林格铁多金属矿床深部找矿潜力。
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引用次数: 0
A Simple Method for Estimating Shale Brittleness From Seismic Data: An Example From Offshore Norway 从地震资料估计页岩脆性的简单方法:以挪威近海为例
IF 1.8 3区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2025-09-08 DOI: 10.1111/1365-2478.70076
Md. Jamilur Rahman, Owen Rohwer Huff, Sajjad Ahmadigoltapeh, Jan Inge Faleide, Manzar Fawad, Nazmul Haque Mondol

The brittleness of a caprock layer is an important property to measure, as it influences sealing integrity for subsurface fluid injection projects. However, brittleness is a complex function of various factors, such as mineral composition, diagenesis and effective stress, and consequently can vary spatially. Because well log-based methods for brittleness estimation are often spatially limited, we develop a simple workflow to estimate the brittleness of a shale formation directly from seismic data. The shale in question is the Draupne Formation of the Upper Jurassic age, which acts as a primary seal of Viking Group sandstones in the Horda Platform area of the northern North Sea for hydrocarbon extraction (e.g., the Troll field) and geological CO2 storage (e.g., Smeaheia). First, well log data from 26 wells in the Horda Platform area is aggregated, focusing on the compressional sonic, bulk density and resistivity values of the Draupne Formation. This data are used to establish a linear model relating the acoustic impedance and elastic properties-estimated brittleness index (BI) of the Draupne Formation; these two quantities display a correlation of 0.86. By combining this acoustic impedance information with a wavelet extracted from field seismic data and using average acoustic properties for the relatively homogeneous underlying sandstone reservoir, synthetic seismograms corresponding to different BI values of the Draupne Formation are generated. The amplitudes extracted from the synthetic seismograms are then used to establish a quadratic model relating seismic amplitudes at the base Draupne reflection with the BI. Applying this quadratic model on a 2D seismic line from the Stord Basin (south of the Horda Platform) results in BI values that are close to elastic-properties-based values at wells which intersect the seismic line and an expected trend of increasing brittleness with respect to depth. This integrated method can be used as part of a workflow to characterize top seal effectiveness, which may be useful in fluid storage prospect evaluation.

盖层的脆性是一项重要的测量性质,因为它影响到地下流体注入工程的密封完整性。然而,脆性是多种因素的复杂函数,如矿物成分、成岩作用和有效应力,因此可以在空间上变化。由于基于测井的脆性估计方法往往受到空间限制,我们开发了一种简单的工作流程来直接从地震数据中估计页岩地层的脆性。所讨论的页岩是上侏罗统时期的Draupne组,它是北海北部Horda台地地区维京组砂岩的主要密封层,用于提取碳氢化合物(如Troll油田)和地质封存二氧化碳(如Smeaheia)。首先,汇总了Horda台地地区26口井的测井数据,重点研究了Draupne组的压缩声波、体积密度和电阻率值。利用这些数据建立了Draupne地层声阻抗与弹性特性的线性模型——估计脆性指数(BI);这两个量的相关性为0.86。通过将声阻抗信息与从现场地震数据中提取的小波相结合,并利用相对均匀的下伏砂岩储层的平均声学特性,生成了对应于不同BI值的Draupne组合成地震图。然后,从合成地震记录中提取的振幅用于建立一个将基底反射的地震振幅与BI相关的二次模型。将该二次模型应用于Stord盆地(Horda平台南部)的二维地震线,结果表明,在与地震线相交的井中,BI值接近基于弹性特性的值,并且预期脆性随深度增加而增加。这种综合方法可以作为工作流程的一部分来描述顶部密封的有效性,这在流体储存前景评估中可能是有用的。
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引用次数: 0
Image-Domain Least-Squares Migration Through Preconditioned Hessian 基于预条件Hessian的图像域最小二乘迁移
IF 1.8 3区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2025-09-08 DOI: 10.1111/1365-2478.70071
Wei Zhang, Mauricio D. Sacchi

Image-domain least-squares migration (IDLSM), which typically employs a diagonally dominant Hessian with narrow bandwidth for the inverse problem, provides an efficient deconvolution strategy for subsurface reflectivity imaging. Conventional methods often rely on the adjoint of the Born/Kirchhoff modelling operator to compute the Hessian matrix. However, the adjoint-derived Hessian is highly ill-conditioned, leading to slow convergence during linear inversion and resulting in images with undesired resolution and amplitude fidelity. To overcome these limitations, this study introduces a novel IDLSM approach that integrates the state-of-the-art migration operator. We derive and compute the preconditioned Hessian matrix through a Kirchhoff migration engine with source-side and receiver-side illumination. The preconditioned Hessian matrix exhibits identical values along its main diagonal. This illumination compensation will explicitly reduce the condition number of the Hessian matrix and significantly improve the quality of migrated images in terms of amplitude fidelity. In addition, we remove redundant source wavelets from the migrated image and the Hessian matrix. As a result, these improvements will greatly accelerate the convergence of linear inversion solvers while enhancing the resolution and amplitude fidelity of the resulting images. Experiments on synthetic and field datasets demonstrate that the proposed IDLSM method retrieves high-fidelity reflectivity images with superior resolution and amplitude fidelity compared to conventional IDLSM techniques.

图像域最小二乘偏移(IDLSM)为地下反射率成像提供了一种有效的反褶积策略,该方法通常采用窄带宽的对角线优势Hessian进行反演。传统的方法通常依赖于Born/Kirchhoff建模算子的伴随算子来计算Hessian矩阵。然而,伴随导出的Hessian是高度病态的,导致线性反演过程中收敛缓慢,导致图像分辨率和幅度保真度不理想。为了克服这些限制,本研究引入了一种新的IDLSM方法,该方法集成了最先进的迁移算子。我们通过Kirchhoff偏移引擎推导并计算了具有源端和接收端照明的预条件Hessian矩阵。预设的黑森矩阵沿其主对角线显示相同的值。这种光照补偿将明显减少黑森矩阵的条件数,并在幅度保真度方面显著提高迁移图像的质量。此外,我们从迁移图像和Hessian矩阵中去除冗余的源小波。因此,这些改进将大大加快线性反演求解器的收敛速度,同时提高所得图像的分辨率和幅度保真度。实验结果表明,与传统的IDLSM方法相比,IDLSM方法能够以更高的分辨率和幅度保真度检索高保真的反射率图像。
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引用次数: 0
Case Study of Dual-Signal Processing of DAS-VSP Vibrator Data From a 3D Survey in a Geothermal Reservoir 某地热储层三维测量DAS-VSP振动器数据双信号处理实例研究
IF 1.8 3区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2025-09-04 DOI: 10.1111/1365-2478.70073
Flavio Poletto, Cinzia Bellezza, Gualtiero Böhm, Fabio Meneghini, Athena Chalari, Anna Stork, Mahmut Parlaktuna, Erdinç Şentürk, Deyan Draganov, Gijs van Otten, Sevket Durucan

The three-dimensional (3D) distributed acoustic sensing (DAS) vertical seismic profile (VSP) technique is an effective tool to characterize subsurface reservoirs, enabling the use of large and densely sampled borehole receiver arrays with many surface vibrator source points for onshore time-lapse monitoring. However, the processing of the DAS VSP signals for imaging purposes is based on a reliable wavefield separation, which may depend on the recognition and quality of the direct arrivals. To overcome this limitation for common-source gathers with poor signal-to- noise ratio or with interferences, we apply the dual-signal processing method, which allows us to estimate and separate the DAS wavefields by signals' combination without arrival picking. We present a case study of a 3D VSP DAS dataset recorded at a geothermal reservoir in Turkey, showing that the method, similar to a geophone and hydrophone combination, is robust and effective and can be advantageously integrated with the conventional processing. Supported by signal benchmarking, modelling and signal-to-noise ratio analysis, we treat common-source and common-receiver data. Our analysis shows the advantages and limitations of the proposed approach, valuable in the time-lapse perspective.

三维(3D)分布式声学传感(DAS)垂直地震剖面(VSP)技术是表征地下储层的有效工具,可以使用具有许多地面振动源点的大型密集采样井眼接收器阵列进行陆上延时监测。然而,用于成像目的的DAS VSP信号的处理是基于可靠的波场分离,这可能取决于直接到达的识别和质量。为了克服信噪比差或有干扰的共源采集的这一限制,我们采用双信号处理方法,该方法允许我们通过信号组合而不需要到达拾取来估计和分离DAS波场。本文以土耳其地热储层的三维VSP DAS数据集为例进行了研究,结果表明,该方法类似于检波器和水听器的组合,具有鲁棒性和有效性,可以与传统处理相结合。在信号基准测试、建模和信噪比分析的支持下,我们处理共源和共接收数据。我们的分析显示了所提出的方法的优点和局限性,在延时视角中是有价值的。
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引用次数: 0
A 3D Joint Tomographic Inversion of First-Arrival and Reflection Waves Based On the Adjoint State Method 基于伴随状态法的初至波和反射波三维联合层析反演
IF 1.8 3区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2025-09-03 DOI: 10.1111/1365-2478.70077
Junjie Sun, Huachen Yang, Fei Ma, Jianzhong Zhang

Seismic reflection traveltime tomography (RTT) is an effective technique for inverting subsurface low-frequency velocity models for prestack depth migration and full-waveform inversion of seismic data. However, the velocity model established using RTT demonstrates limited resolution for extremely shallow and deeply complex strata. Small-offset first-arrival wave effectively characterize velocity variations in shallow strata, whereas large-offset first-arrival wave can reflect the velocity distribution in deeper strata. Therefore, we propose a three-dimensional joint tomographic inversion of first-arrival and reflection waves based on the adjoint state method in this article. The method integrates first-arrival traveltime data, reflection traveltime data and slope data for inversion, enhancing the accuracy of the inversion model from shallow to deep. The adjoint state method is employed to calculate the gradient of the misfit function with respect to velocity and the spatial coordinates of reflection points, thereby reducing the computational memory requirements and improving the efficiency of velocity modelling. The results of synthetic data tests based on a theoretical model verify the accuracy and effectiveness of the proposed joint inversion method. The proposed method is applied to ocean bottom node and ocean bottom cable wide-line seismic data collected in an extremely shallow sea in eastern China, yielding a more accurate velocity model.

地震反射走时层析成像(RTT)是反演地下低频速度模型的一种有效技术,可用于地震资料的叠前深度偏移和全波形反演。然而,使用RTT建立的速度模型对于极浅和深层复杂地层的分辨率有限。小偏移距首到波能有效表征浅层速度变化,而大偏移距首到波能反映深层速度分布。因此,本文提出了一种基于伴随状态法的初至波和反射波三维联合层析反演方法。该方法结合初到行时数据、反射行时数据和坡度数据进行反演,从浅到深提高了反演模型的精度。采用伴随状态法计算失配函数相对于速度和反射点空间坐标的梯度,从而减少了计算内存需求,提高了速度建模效率。基于理论模型的综合数据测试结果验证了所提联合反演方法的准确性和有效性。将该方法应用于中国东部极浅海的海底节点和海底电缆宽线地震数据,得到了更精确的速度模型。
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引用次数: 0
Dynamic Streaming Potential Coupling Coefficient in Partially Saturated Porous Media 部分饱和多孔介质动态流势耦合系数
IF 1.8 3区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2025-09-01 DOI: 10.1111/1365-2478.70072
Luong Duy Thanh, Santiago G. Solazzi, Nguyen Manh Hung, Nguyen Van Nghia, Phan Van Do, Damien Jougnot

The seismoelectric effect is an electrokinetic phenomenon that arises when seismic waves propagate in water-containing geological formations. Given that seismoelectric signals are sensitive to the hydraulic properties of the probed porous medium, they have the capability to provide important information during subsurface characterization efforts. In this work, we present a physics-based model for the dynamic streaming potential coupling coefficient (SPCC) in partially saturated porous media. For this, we conceptualize the porous medium as a partially saturated bundle of capillary tubes. We take into account the variation of pore size to relate the capillary pressure to the water saturation in the porous medium of interest. We then up-scale the streaming current and conduction current within the saturated capillaries under oscillatory flow conditions from pore to sample scale. The results show that the dynamic SPCC is not only a function of water saturation and the probing frequencies but also of the properties of water, mineral–water interfaces and other microstructural parameters of the porous medium. We analyse and explain the characteristics of the dynamic SPCC for two different pore size distributions (PSD): fractal and lognormal. Results show that the PSD characteristics have a strong effect on the dynamic SPCC responses. The proposed model has a remarkable ability to replicate experimental data available in the literature. In addition, it is observed that the lognormal distribution can provide a better agreement with experimental data for sand samples, which display a relatively narrow PSD. The findings of this study provide a valuable basis for interpreting seismoelectric signals under partially saturated conditions. Our proposed technique can be applied to any PSD, regardless of the complexity, providing a flexibility that is not present in alternative models found in the literature.

震电效应是地震波在含水地质构造中传播时产生的一种电动力现象。考虑到地震电信号对被探测多孔介质的水力特性很敏感,它们有能力在地下表征工作中提供重要信息。在这项工作中,我们提出了部分饱和多孔介质中动态流势耦合系数(SPCC)的基于物理的模型。为此,我们将多孔介质概念化为部分饱和的毛细管束。我们考虑到孔隙大小的变化,将毛细管压力与感兴趣的多孔介质中的含水饱和度联系起来。然后,我们将振荡流动条件下饱和毛细血管内的流动电流和传导电流从孔隙尺度放大到样品尺度。结果表明,动态SPCC不仅是含水饱和度和探测频率的函数,还与水的性质、矿物-水界面和多孔介质的其他微观结构参数有关。本文分析并解释了两种不同孔径分布(分形和对数正态)的动态SPCC特征。结果表明,PSD特性对SPCC动态响应有较强的影响。所提出的模型具有复制文献中可用的实验数据的卓越能力。此外,观察到对数正态分布与实验数据的一致性较好,砂样的PSD相对较窄。本研究结果为解释部分饱和条件下的地震电信号提供了有价值的依据。我们提出的技术可以应用于任何PSD,无论其复杂性如何,提供了在文献中发现的替代模型中不存在的灵活性。
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引用次数: 0
Seismic Imaging of the Southern Vienna Basin (Austria) Using Probabilistic Ambient-Noise Tomography 使用概率环境噪声层析成像的南维也纳盆地(奥地利)地震成像
IF 1.8 3区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2025-09-01 DOI: 10.1111/1365-2478.70074
Clement Esteve, Y. Lu, J. M. Gosselin, R. Kramer, G. Bokelmann, G. Götzl

Surface-wave ambient noise tomography has proven to be a cost-effective and reliable tool for imaging sedimentary basins when coupled with dense nodal seismic arrays. Here, we deployed 181 seismic nodes in two asynchronous phases across the southern Vienna Basin in spring 2024. We retrieve fundamental-mode Rayleigh and Love wave group velocity dispersion curves from seismic noise cross-correlations. We then obtained a pseudo three-dimensional (3D) VSV$V_{S_{V}}$ model and a seismic radial anisotropy (ζ$zeta$) model of the area from a 2-step approach that employs trans-dimensional probabilistic (Bayesian) inference. The 3D VSV$V_{S_{V}}$ model highlights the structure of the Neogene basin. The 3D seismic radial anisotropy reveals several patterns, which may help constrain the presence and nature of faults and geologic fabrics in the study area. Combined, these models constrain first-order features of the basin structure that will be useful for planning further geothermal exploration. In particular, this work guides future detailed, spatially targeted two-dimensional/3D seismic reflection surveys.

当与密集节点地震阵列相结合时,表面波环境噪声层析成像已被证明是一种经济可靠的沉积盆地成像工具。在这里,我们于2024年春季在维也纳盆地南部的两个异步阶段部署了181个地震节点。从地震噪声相互关系中反演基模Rayleigh和Love波群速度频散曲线。然后,我们通过采用跨维概率(贝叶斯)推理的两步方法获得了该区域的伪三维(3D) V S V $V_{S_{V}}$模型和地震径向各向异性(ζ $zeta$)模型。三维V - S - V $V_{S_{V}}$模型突出了新近系盆地的构造特征。三维地震径向各向异性揭示了几种模式,这可能有助于限制研究区内断层和地质构造的存在和性质。综合起来,这些模型约束了盆地构造的一级特征,这将有助于规划进一步的地热勘探。特别是,这项工作指导了未来详细的、有空间针对性的二维/三维地震反射调查。
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Geophysical Prospecting
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