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Developing a Realistic Numerical Equivalent of a GPR Antenna Transducer Using Global Optimisers 利用全局优化器开发GPR天线换能器的实际数值等效
4区 地球科学 Q2 Earth and Planetary Sciences Pub Date : 2023-10-25 DOI: 10.1002/nsg.12280
Ourania Patsia, Antonios Giannopoulos, Iraklis Giannakis
Abstract Numerical modelling of Ground Penetrating Radar (GPR) has been widely used for predicting and assessing its performance. Since the transmitter and the receiver are the most essential components of a GPR system, an accurate representation of them should be included in a model. Simulating a real system is particularly challenging, especially when it comes to commercial GPR systems. A three‐dimensional model based on a 2000 MHz “palm” antenna from Geophysical Survey Systems, Inc. (GSSI) is presented in this paper. The geometric features of the transducers were modelled via visual inspection while their unknown dielectric properties were estimated using global optimisers in order to minimise the differences between real and synthetic measurements. In particular, the antenna was calibrated in free space and on top of a metal plate. Subsequently, the resulting model was successfully tested in various case studies to assess its performance. Models of two units of the same transducer were developed, showing that units of the same system in general are not identical. The results, support the premise that global optimisers can be used to provide information on key aspects of the dielectric structure of the transducer and allow us to accurately model its behaviour in various environments. This article is protected by copyright. All rights reserved
摘要探地雷达的数值模拟在预测和评估探地雷达性能方面有着广泛的应用。由于发射器和接收器是探地雷达系统最重要的组成部分,因此在模型中应包括对它们的准确表示。模拟一个真实的系统是特别具有挑战性的,特别是当涉及到商业GPR系统时。本文提出了一个基于地球物理测量系统公司(GSSI)的2000 MHz“手掌”天线的三维模型。换能器的几何特征通过目视检查建模,同时使用全局优化器估计其未知介电特性,以尽量减少实际测量和合成测量之间的差异。特别是,天线是在自由空间和金属板的顶部校准的。随后,结果模型成功地在各种案例研究中进行了测试,以评估其性能。开发了同一换能器的两个单元的模型,表明同一系统的单元通常不相同。结果支持这样一个前提,即全局优化器可用于提供换能器介电结构关键方面的信息,并允许我们准确地模拟其在各种环境中的行为。这篇文章受版权保护。版权所有
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引用次数: 0
Synthetic modelling of railway trackbed for improved understanding of ground penetrating radar responses due to varying conditions 铁路轨道床的综合建模,以提高对不同条件下探地雷达响应的理解
4区 地球科学 Q2 Earth and Planetary Sciences Pub Date : 2023-10-17 DOI: 10.1002/nsg.12272
Matthew John Couchman, Brian Barrett, Asger Eriksen
Abstract Ground penetrating radar (GPR) is a commonly used tool for railway trackbed inspection due to its ability to collect information about subsurface materials at high resolution and high speed. Although GPR recording systems allow for the collection of vast quantities of data (hundreds of kilometres per day), accurate ground truth information is difficult to obtain. Models of trackbed can be used to generate synthetic radargrams to provide a better understanding and predictability of GPR responses to a wide range of trackbed conditions. In this research, we produced models of ballast using randomly shaped 3D particles, with a range of particle size distributions to represent various stages of ballast breakdown. Additionally, void spaces are partially filled with a constant dielectric material to represent ballast contamination. We used gprMax to simulate the GPR response for a 2 GHz horn antenna over the trackbed models. These simulations resulted in radargrams that are visually indistinct from real recorded data in known conditions. These radargrams, along with their formative models, have provided valuable insights into how variations in trackbed conditions can impact GPR data.
摘要探地雷达(Ground penetrating radar, GPR)具有高分辨率、高速度采集地下物质信息的能力,是铁路轨道检测中常用的工具。虽然探地雷达记录系统允许收集大量数据(每天数百公里),但很难获得准确的地面真实信息。履带模型可用于生成合成雷达图,以便更好地理解和预测各种履带条件下的探地雷达响应。在本研究中,我们使用随机形状的3D颗粒制作了镇流器模型,并使用一系列粒径分布来代表镇流器击穿的各个阶段。此外,空隙部分用恒定介电材料填充,以表示镇流器污染。我们使用gprMax来模拟履带式模型上2 GHz喇叭天线的探地雷达响应。这些模拟产生的雷达图在视觉上与已知条件下的实际记录数据不太相同。这些雷达图以及它们的形成模型,为跟踪床条件的变化如何影响探地雷达数据提供了有价值的见解。
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引用次数: 0
Noise reduction algorithm of gpr data based on mmse‐pds 基于mmse - pds的探地雷达数据降噪算法
4区 地球科学 Q2 Earth and Planetary Sciences Pub Date : 2023-10-16 DOI: 10.1002/nsg.12279
Dejun Ma, Meng Fan, Xianlei Xu, Baode Fan
Abstract Ground penetrating radar (GPR) technology is widely used in tunnel engineering detection. however, various factors, such as environmental interference and low signal‐to‐noise ratio characteristics of the echo data, limit the detection accuracy. A noise and interference suppression algorithm based on improved singular value decomposition is proposed in this paper. Compared with traditional filtering methods, the proposed method has the advantages of thorough denoising, no clutter, efficient improvement of profile resolution, and less dependence on parameters. The main features of the proposed algorithm are as follows: (1) Given the global characteristics of the noise disturbance on the signal space, the minimum mean square error (MMSE) estimation is employed to approximate the effective signal, introducing the correction factor to suppress the larger singular value from the noise output in the reconstructing process of the effective signal subspace, and to eliminate the strong direct wave interference to avoid producing false signals. (2) A positive difference sequence search algorithm (PDS) based on rank order variance, as well as the method of selecting correction factors are proposed to improve the processing accuracy. In order to verify the design, the tunnel lining simulation model and the actual tunnel lining detection data are used. The results show good performance for noise and interference suppression, providing technical support for improving GPR data quality and tunnel detection accuracy. This article is protected by copyright. All rights reserved
摘要探地雷达技术在隧道工程探测中有着广泛的应用。然而,各种因素,如环境干扰和回波数据的低信噪比特性,限制了检测的准确性。提出了一种基于改进奇异值分解的噪声干扰抑制算法。与传统滤波方法相比,该方法具有去噪彻底、无杂波、有效提高轮廓分辨率、对参数依赖性小等优点。该算法的主要特点如下:(1)考虑噪声干扰对信号空间的全局特征,采用最小均方误差(MMSE)估计对有效信号进行近似,引入校正因子抑制有效信号子空间重构过程中噪声输出的较大奇异值,消除强直波干扰,避免产生假信号。(2)提出了一种基于秩序方差的正差分序列搜索算法(PDS)以及校正因子的选择方法,提高了处理精度。为了对设计进行验证,采用了隧道衬砌仿真模型和实际隧道衬砌检测数据。结果表明,该方法具有良好的噪声和干扰抑制性能,为提高探地雷达数据质量和隧道探测精度提供了技术支持。这篇文章受版权保护。版权所有
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引用次数: 0
The utilisation of ghost reflections retrieved by seismic interferometry for layer‐specific characterisation of the shallow subsurface 利用地震干涉测量法反演的鬼影反射对浅层地下进行层特异性表征
4区 地球科学 Q2 Earth and Planetary Sciences Pub Date : 2023-10-07 DOI: 10.1002/nsg.12275
Faezeh Shirmohammadi, Deyan Draganov, Ranajit Ghose
Seismic interferometry (SI) retrieves the Green's function between two receiver locations using their recordings from a boundary of sources. When using sources and receivers only at the surface, the virtual‐source gathers retrieved by SI contain pseudo‐physical reflections as well as ghost (non‐physical) reflections. These ghost reflections are the results of the cross‐correlation or auto‐correlation of primary reflections from two different depth levels, and they contain information about the seismic properties of specific layers in the subsurface. We investigated the application of ghost reflections for layer‐specific characterisation of the shallow subsurface using SI by auto‐correlation. First, we showed the technique's potential using synthetic data for a subsurface model with a lateral change in velocity, a gradient in depth for velocity, a thickness change, and a velocity change of the target layer. Then, we applied the technique to shallow subsurface field data. We also focused on improving the retrieval of ghost reflections by removing the free‐surface multiples and muting undesired events in active‐source gathers before applying SI. Our results demonstrate that the ghost reflections can be used advantageously to characterise the layer that causes them to appear in the results of SI. Consequently, they can also provide valuable information for imaging and monitoring shallow subsurface structures.This article is protected by copyright. All rights reserved
摘要地震干涉测量法(SI)利用两个接收机在震源边界上的记录来获取二者之间的格林函数。当仅在地表使用源和接收器时,SI检索的虚拟源集包含伪物理反射和鬼(非物理)反射。这些鬼反射是来自两个不同深度的主反射相互相关或自相关(AC)的结果,它们包含有关地下特定层的地震特性的信息。我们研究了鬼影反射的应用,利用AC的SI对浅层地下进行层特异性表征。首先,我们利用地下模型的合成数据展示了该技术的潜力,该模型具有速度的横向变化、速度的深度梯度、厚度变化和目标层的速度变化。然后,我们将该技术应用于浅层地下油田数据。我们还着重于在应用SI之前通过去除自由面倍数和抑制有源聚集中的不希望发生的事件来改善鬼反射的检索。我们的结果表明,鬼反射可以很好地用来表征导致它们出现在SI结果中的层。因此,它们也可以为成像和监测浅层地下结构提供有价值的信息。
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引用次数: 0
Computation of spectral parameters from time‐domain induced polarization data for mineral identification 利用时域诱导极化数据计算光谱参数用于矿物识别
4区 地球科学 Q2 Earth and Planetary Sciences Pub Date : 2023-10-06 DOI: 10.1002/nsg.12276
Indresh Kumar, V. Ramesh Babu, B. V. L. Kumar, J. K. Dash, A. K. Chaturvedi
Abstract Induced polarization (IP) effect is widely used in the search of disseminated minerals all over the world. Spectral parameters computed from time‐domain IP data play a significant role in characterizing the sources, but mineral identification still remains a challenge. In this paper, the Levenberg–Marquardt method of inversion is adopted in estimating the spectral parameters from time‐domain IP data to identify the polarizable sources. The algorithm is tested on synthetic time‐domain IP data for its robustness to variable noise levels. Model sensitivity analyses on synthetic data were also studied with respect to acquisition time and each individual model parameter. Error analyses on extracted parameters indicated that these are well resolved and correlated if the relaxation time is within the range of acquisition time. The parameters remain poorly resolved/unresolved for smaller values of chargeability and frequency dependence. The algorithm has also been tested over known case histories of time‐domain IP data and compared the estimated spectral parameters with those of published results. The inferences drawn from computed spectral parameters on field‐observed IP transients are in good correlation with other data sets and borehole information. The methodology has successfully shown its usefulness in identifying large polarizable sources occurring at shallow levels from time‐domain IP data.
摘要激电效应在寻找浸染状矿物中得到了广泛的应用。从时域激电数据中计算出的光谱参数在表征来源方面发挥着重要作用,但矿物识别仍然是一个挑战。本文采用Levenberg-Marquardt反演方法从时域IP数据中估计光谱参数,以识别极化源。在合成时域IP数据上测试了该算法对可变噪声水平的鲁棒性。还研究了合成数据在采集时间和各个模型参数方面的模型敏感性分析。对提取参数的误差分析表明,如果松弛时间在采集时间范围内,这些参数可以很好地分解和相关。对于较小的可充电性和频率依赖值,参数仍然存在较差的解析/未解析。该算法还在已知的时域IP数据案例历史上进行了测试,并将估计的光谱参数与已发表的结果进行了比较。从计算得到的谱参数对现场观测到的瞬态电位的推断与其他数据集和井眼信息具有良好的相关性。该方法已经成功地证明了它在从时域IP数据中识别发生在浅层的大型极化源方面的有效性。
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引用次数: 0
Adding realistic noise models to synthetic ground‐penetrating radar data 为合成探地雷达数据添加真实的噪声模型
4区 地球科学 Q2 Earth and Planetary Sciences Pub Date : 2023-10-03 DOI: 10.1002/nsg.12273
Sophie Marie Stephan, Niklas Allroggen, Jens Tronicke
ABSTRACT Cost‐effective computing capabilities have paved the road for the use of numerical modelling to develop advanced methods and applications of ground‐penetrating radar (GPR). Realistic synthetic data and the corresponding modelling techniques, respectively, should consider all subsurface and above‐ground aspects that influence GPR wave propagation and the characteristics of recorded signals. Critical aspects that can be realized in modern GPR modelling tools include heterogeneous and frequency‐dependent material properties, complex structures and interface geometries as well as three‐dimensional antenna models, including the interaction between the antenna and the subsurface. However, realistic noise related to the electronic components of a GPR system or ambient electromagnetic noise is often not considered, or simplified by assuming a white Gaussian noise model which is added to the modelled data. We present an approach to include realistic noise scenarios as typically observed in GPR field data into the flow of modelling synthetic GPR data. In our approach, we extract the noise from recorded GPR traces and add it to the modelled GPR data via a convolution‐based process. We illustrate our methodology using a modelling exercise, where we contaminate a synthetic two‐dimensional GPR dataset with frequency‐dependent noise recorded in an urban environment. Comparing our noise‐contaminated synthetic data with field data recorded in a similar environment illustrates that our method allows the generation of synthetic GPR with realistic noise characteristics and further highlights the limitations of assuming pure white Gaussian noise models.
具有成本效益的计算能力为使用数值模拟开发先进的探地雷达(GPR)方法和应用铺平了道路。真实的合成数据和相应的建模技术应分别考虑影响探地雷达波传播和记录信号特征的所有地下和地上方面。在现代GPR建模工具中可以实现的关键方面包括异质和频率相关的材料特性,复杂结构和界面几何形状以及三维天线模型,包括天线与地下之间的相互作用。然而,与探地雷达系统的电子元件或环境电磁噪声有关的实际噪声通常不被考虑,或者通过假设将高斯白噪声模型添加到建模数据中来简化。我们提出了一种方法,将在探地雷达现场数据中典型观察到的现实噪声场景纳入模拟合成探地雷达数据的流程。在我们的方法中,我们从记录的GPR轨迹中提取噪声,并通过基于卷积的过程将其添加到建模的GPR数据中。我们使用建模练习来说明我们的方法,其中我们用在城市环境中记录的频率相关噪声污染合成二维GPR数据集。将我们的噪声污染合成数据与在类似环境中记录的现场数据进行比较,表明我们的方法可以生成具有真实噪声特征的合成探地雷达,并进一步突出了假设纯高斯白噪声模型的局限性。
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引用次数: 0
Phase‐shift correction of seismic reflections by means of spectral recomposition 用光谱重组方法对地震反射进行相移校正
4区 地球科学 Q2 Earth and Planetary Sciences Pub Date : 2023-10-03 DOI: 10.1002/nsg.12271
Nelson Ricardo Coelho Flores Zuniga, Deyan Draganov, Ranajit Ghose
Abstract Using post‐critical reflection data, it is possible to obtain useful information that allows more reliable geological characterization of the subsurface. However, the strong distortion caused by the phase shift in post‐critical wavelets makes the use of post‐critical reflections rather challenging. For this reason, an approach which is capable of estimating the phase shift of each wavelet of a reflection event in a data‐driven manner is desirable. In this vein, in case the frequency spectrum of a wavelet can be correctly estimated, it is possible to estimate the instantaneous phase shift. In this work, we propose an approach which can perform such estimation based on spectral recomposition of seismic data. We design an inversion approach in order to reconstruct the seismic spectrum of the wavelets of a reflection event, which subsequently allows us to estimate the instantaneous phase of each wavelet of the near‐surface reflection events without performing prior velocity analysis and/or critical‐angle estimation. After finding the instantaneous phase for each wavelet of a reflection event, we show next how one can find the respective phase shifts that can then be corrected.
利用临界后反射数据,可以获得有用的信息,从而对地下进行更可靠的地质表征。然而,后临界小波中相移引起的强烈失真使得后临界反射的使用相当具有挑战性。因此,需要一种能够以数据驱动的方式估计反射事件的每个小波相移的方法。在这种情况下,如果可以正确估计小波的频谱,则可以估计瞬时相移。在这项工作中,我们提出了一种基于地震数据频谱重组的方法来进行这种估计。我们设计了一种反演方法,以重建反射事件的小波地震谱,从而使我们能够在不进行事先速度分析和/或临界角估计的情况下估计近地表反射事件的每个小波的瞬时相位。在找到反射事件的每个小波的瞬时相位之后,我们接下来将展示如何找到相应的相移,然后进行校正。
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引用次数: 0
GPR modelling and inversion to quantify the debris content within ice 探地雷达模拟和反演量化冰内碎片含量
4区 地球科学 Q2 Earth and Planetary Sciences Pub Date : 2023-10-01 DOI: 10.1002/nsg.12274
Santin Ilaria, Roncoroni Giacomo, Forte Emanuele, Gutgesell Pietro, Pipan Michele
Abstract Scattering is often detected when ground‐penetrating radar (GPR) surveys are performed on glaciers at different latitudes and in various environments. This event is often seen as an undesirable feature on data, but it can be exploited to quantify the debris content in mountain glaciers through a dedicated scattering inversion approach. At first, we considered the possible variables affecting the scattering mechanisms, namely the dielectric properties of the scatterers, their size, shape and quantity, as well as the wavelength of the electromagnetic (EM) incident field to define the initial conditions for the inversion. Each parameter was independently evaluated with forward modelling tests to quantify its effect in the scattering mechanism. After extensive tests, we found that the dimension and the amount of scatterers are the crucial parameters. We further performed modelling randomizing the scatterer distribution and dimension, critically evaluating the stability of the approach and the complexity of the models. After the tests on synthetic data, the inversion procedure was applied to field datasets, acquired on the Eastern Gran Zebrù glacier (Central Italian Alps). The results show that even a low percentage of debris can produce high scattering. The proposed methodology is quite robust and able to provide quantitative estimates of the debris content within mountain glaciers in different conditions.
在对不同纬度和不同环境的冰川进行探地雷达(GPR)调查时,经常会检测到散射。这一事件通常被视为数据的不良特征,但可以利用它通过专用的散射反演方法来量化山地冰川中的碎屑含量。首先,我们考虑了影响散射机制的可能变量,即散射体的介电特性,它们的大小,形状和数量,以及电磁入射场的波长来定义反演的初始条件。每个参数都通过正演模拟试验独立评估,以量化其在散射机制中的影响。经过大量的测试,我们发现散射体的尺寸和数量是关键参数。我们进一步进行了随机化散点分布和维度的建模,批判性地评估了该方法的稳定性和模型的复杂性。在对合成数据进行测试后,将反演程序应用于在东Gran Zebrù冰川(意大利中部阿尔卑斯山脉)获得的野外数据集。结果表明,即使是低百分比的碎片也会产生高散射。所提出的方法相当可靠,能够提供不同条件下山地冰川内碎屑含量的定量估计。
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引用次数: 0
Integration of In‐mine Seismic and GPR Surveys to Gain Advanced Knowledge of Bushveld Complex Orebodies 整合矿内地震和探地雷达测量以获得Bushveld复杂矿体的先进知识
IF 1.6 4区 地球科学 Q2 Earth and Planetary Sciences Pub Date : 2023-09-08 DOI: 10.1002/nsg.12270
E. Onyebueke, M. Manzi, M. Rapetsoa, T. Kgarume, M. Westgate, R. Durrheim, Michelle Pienaar, M. Sihoyiya, Mvikeli Mpofu, M. Schoor, Phumlani Kubeka
Improving the exploration of deep‐seated mineral deposits and assessing the stability of the mine pillars require that geophysical techniques are deployed in a fast and cost‐effective manner with minimal environmental impact. This research presents results from in‐mine reflection seismic experiments and a Ground Penetrating Radar (GPR) survey conducted at Maseve platinum mine, South Africa. The research aims to develop and implement methods to image Platinum Group Metal (PGM) deposits and geological structures near mine tunnels and assess the stability of pillars. The seismic experiments were conducted using a sledgehammer source (10 lb), conventional cabled geophones (14 Hz), and a landstreamer with 4.5 Hz vertical component geophones. The GPR survey was conducted using a Noggin 500 GPR system with 500 MHz centre frequency. An image of the underlying orebody and geological structures down to 100 m from the mine tunnel floor (∼ 500 m below ground surface) was produced. We correlated the coherent reflections beneath the tunnel floor with a known Upper Group (UG2) PGM orebody. The final seismic section shows that the UG2 mineralisation is dissected by near‐vertical dykes, faults and fractures. These structures, faults in particular, are interpreted to have been active post‐mineralisation, implying that they may have contributed to the current complex geometry of the deposit. Four GPR profiles were collected around a stability pillar adjacent to the seismic lines. The radargram sections were processed to improve the S/N. The results show different patterns of fracturing and stress‐ induced structures. Perhaps, these fracturing were shown to be subvertical and constituted complex micro‐structures within the pillar, which could compromise the pillar stability and integrity. The study demonstrates that in‐mine seismic and GPR surveys can be cost‐effective and valuable for mineral exploration.This article is protected by copyright. All rights reserved
改进深层矿床的勘探和评估矿柱的稳定性需要以快速、经济高效的方式部署地球物理技术,同时将环境影响降至最低。本研究介绍了在南非Maseve铂矿进行的矿内反射地震实验和探地雷达(GPR)调查的结果。该研究旨在开发和实施对矿山隧道附近的铂族金属(PGM)矿床和地质结构进行成像并评估矿柱稳定性的方法。地震实验使用大锤震源(10磅)、传统电缆检波器(14赫兹)和带有4.5赫兹垂直分量检波器的陆流器进行。探地雷达调查使用中心频率为500 MHz的Noggin 500探地雷达系统进行。生成了距离矿井隧道底板100米(地表以下~500米)的下伏矿体和地质结构的图像。我们将隧道底板下的相干反射与已知的上组(UG2)PGM矿体进行了关联。最后的地震剖面显示,UG2矿化带被近垂直的堤坝、断层和裂缝分割。这些构造,特别是断层,被解释为矿化后的活跃构造,这意味着它们可能促成了矿床当前复杂的几何形状。在地震线附近的稳定柱周围采集了四个GPR剖面。对雷达段进行了处理,以提高S/N。结果显示了不同的压裂和应力诱导结构模式。也许,这些压裂被证明是颠覆性的,并在矿柱内构成复杂的微观结构,这可能会损害矿柱的稳定性和完整性。该研究表明,矿山地震和地质雷达调查具有成本效益,对矿产勘探具有价值。这篇文章受版权保护。保留所有权利
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引用次数: 0
High‐resolution P‐ and S‐wavefield seismic investigations of a quick‐clay site in southwest of Sweden 瑞典西南部一个快粘土场地的高分辨率P波场和S波场地震调查
IF 1.6 4区 地球科学 Q2 Earth and Planetary Sciences Pub Date : 2023-08-31 DOI: 10.1002/nsg.12269
Papadopoulou Myrto, Malehmir Alireza, Markovic Magdalena, Berglund Johan
Seismic investigations were performed at a site in the southwest of Sweden where major quick‐clay landslides have occurred in the past. Given the potential high risk of the area and the presence of medium‐sized infrastructures, the site posed a need for detailed investigations in a wide depth range and in high resolution. A high‐fold seismic survey was designed and conducted along two profiles using 1–2 m receiver and shot spacing in order to retrieve both P‐ and S‐wavefield seismic images from vertical component data. The data were analyzed combining first‐break traveltime tomography and surface‐wave analysis as well as P‐ and S‐wavefield reflection seismic imaging. Using the first breaks, P‐wave velocity (VP) models were estimated, indicating the bedrock topography along the profiles and the sediment characteristics. The S‐wave velocity (Vs) models were estimated from the surface waves and indicated areas of low shear strength. Combined with VP and Vs models, this permits the estimation of VP/VS, a parameter that can indicate areas with high water content, significant for the detection of quick clays and possible liquefaction issues. The results are integrated with the P‐ and S‐wave reflection seismic images and compared with other geophysical investigations such as magnetic and gravity data that were collected along the profiles.This article is protected by copyright. All rights reserved
地震调查是在瑞典西南部的一个地点进行的,那里过去曾发生过重大的速粘土滑坡。考虑到该地区潜在的高风险和中型基础设施的存在,该地点需要进行大深度和高分辨率的详细调查。为了从垂直分量数据中获取P波场和S波场地震图像,设计并沿着两条剖面进行了高褶次地震调查,使用1-2 m的接收器和射击间隔。对这些数据进行了分析,结合了首波走时层析成像、面波分析以及P波和S波场反射地震成像。利用第一次断裂,估算了P波速度(VP)模型,显示了沿剖面的基岩地形和沉积物特征。S波速度(Vs)模型是根据表面波估计的,并指出了低剪切强度的区域。结合VP和Vs模型,可以估计VP/ Vs,这是一个可以指示高含水量区域的参数,对于检测速溶粘土和可能的液化问题具有重要意义。结果与P波和S波反射地震图像相结合,并与沿剖面收集的其他地球物理调查数据(如磁和重力数据)进行比较。这篇文章受版权保护。版权所有
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引用次数: 0
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Near Surface Geophysics
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