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Seismic multi-attribute approach using visual saliency for subtle fault visualization 基于视觉显著性的地震多属性精细断层可视化方法
IF 0.9 4区 地球科学 Q4 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2022-11-23 DOI: 10.1080/08123985.2022.2144722
Gagandeep Singh, Rahul Mahadik, W. K. Mohanty, A. Routray, Deepan Datta, S. Panda
This study improves a collection of attributes to detect subtle faults in three dimensional data obtained from the Krishna-Godavari (KG) basin, with results displayed on synthetic and real datasets. Seismic attributes, for instance, curvature and coherence, are often used to delineate discontinuities, such as faults and fractures where hydrocarbons may have been trapped. These attributes have their advantages subjective to the seismic data. In this paper, we propose a multi-attribute framework for identifying subtle faults inside seismic volumes. Curvature attribute is a powerful and popular technique to deal with these faults. The faulted horizon is fitted on the quadratic surface using the least-square method, and the most positive and most-negative curvature attributes are calculated, which are further used in saliency map calculations. Several signal processing techniques, such as Hough transform and ant tracking, have been used to delineate faults. Here, we have proposed a novel signal processing approach based on energy variations known as top-down saliency on the curvature attributes using 3D-FFT local spectra and multi-dimensional plane projections. To analyze the directional nature of seismic data, the directional center-surround technique is employed for visual attention. Furthermore, the log-Gabor filter and image erosion are applied to the saliency-rendered seismic volume to highlight the oriented amplitude discontinuities at faults. Most of the time, these discontinuities may not be very prominent to find the subtle faults and other trace-to-trace hidden geological features in three-dimensional seismic data. In our work, calculated attributes assist us in mapping these changes, because they are all differently sensitive to the faults and fractures in unique ways. Experimental results on real field seismic data from the Krishna-Godavari basin prove that the proposed algorithm is effective and efficient in tracking subtle and minor faults, better than previous works.
这项研究改进了从Krishna Godavari(KG)盆地获得的三维数据中检测细微断层的属性集合,结果显示在合成和真实数据集上。地震属性,例如曲率和相干性,通常用于描绘不连续性,例如可能捕获碳氢化合物的断层和裂缝。这些属性对地震数据具有主观优势。在本文中,我们提出了一个用于识别地震体内部细微断层的多属性框架。曲率属性是处理这些断层的一种强大而流行的技术。利用最小二乘法将断层层位拟合在二次曲面上,计算出最正曲率和最负曲率的属性,并将其进一步用于显著性图的计算。几种信号处理技术,如霍夫变换和蚂蚁跟踪,已被用于描述断层。在这里,我们提出了一种新的基于能量变化的信号处理方法,称为使用3D-FFT局部谱和多维平面投影的曲率属性上的自上而下显著性。为了分析地震数据的方向性,采用了方向中心环绕技术来进行视觉注意。此外,对数Gabor滤波器和图像侵蚀被应用于显著性渲染的地震体,以突出断层处的定向振幅不连续性。大多数时候,这些不连续性可能不是很突出,无法在三维地震数据中找到隐蔽的断层和其他痕迹来追踪隐藏的地质特征。在我们的工作中,计算的属性有助于我们绘制这些变化,因为它们对断层和裂缝的敏感程度都不同。在Krishna-Godavari盆地实际地震资料上的实验结果证明,该算法在追踪细微断层和小断层方面是有效的,优于以往的工作。
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引用次数: 1
Effects of different pore shapes on the pressure and frequency dependence of velocities of oil-saturated tight sandstone 不同孔隙形态对含油致密砂岩速度压力和频率依赖性的影响
IF 0.9 4区 地球科学 Q4 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2022-11-14 DOI: 10.1080/08123985.2022.2144214
Xu Han, G. Tang, Shangxu Wang, Yanxiao He, Tao Liu, Yi Han
The pressure dependence of elastic parameters of rocks is mainly controlled by the geometry of the pore space. In general, the compliant-stiff pore structure model can be used to reasonably describe this pressure dependence. However, our experiment measurements revealed that for tight sandstone rock with complex pore structures, the contribution of the compressibility of the stiff pores to the elastic modulus is significant. The dual porosity is not sufficient to explain the variation of ultrasonic velocity with pressure. For this reason, we adopted a triple pore structure to divide the rock pore space into equant pores, intermediate pores and compliant pores. Our laboratory measurement and model results show that this pore space division can better describe the pressure dependence of the elastic moduli of rocks. The low-frequency stress–strain measurements show that the fluid-saturated tight sandstone has obvious dispersion in the seismic frequency band, which is primarily attributed to the squirt flow effect. In order to study the pressure and frequency dependence of the elastic moduli of tight sandstone, we retrieved the geometric parameters of the pore structure from the pressure variation of the ultrasonic velocities under dry conditions. Based on this complex pore structure and the extension of the squirt flow model, we constructed an elaborate rock physics model to explain the pressure and frequency dependence of velocity. The model does not require adjustable parameters, and all parameters are measured and calculated by the laboratory, which improves the accuracy of theoretical modelling. The modified squirt flow model can be used to describe dispersion and attenuation in a wide frequency band, and fit well with the velocity measurements in both the low-frequency range and the ultrasonic frequency range under different pressures. Therefore, this rock physics model could be applied in the extraction of pore microstructure and fluid properties provided elastic moduli or velocities can be estimated accurately.
岩石弹性参数的压力依赖性主要受孔隙空间几何形状的控制。通常,柔性刚性孔隙结构模型可以用来合理地描述这种压力依赖性。然而,我们的实验测量表明,对于具有复杂孔隙结构的致密砂岩,坚硬孔隙的压缩性对弹性模量的贡献是显著的。双重孔隙率不足以解释超声速度随压力的变化。为此,我们采用三孔结构将岩石孔隙空间划分为均匀孔隙、中等孔隙和柔顺孔隙。我们的实验室测量和模型结果表明,这种孔隙空间划分可以更好地描述岩石弹性模量的压力依赖性。低频应力-应变测量表明,流体饱和致密砂岩在地震频带内具有明显的分散性,这主要归因于喷射流效应。为了研究致密砂岩弹性模量的压力和频率依赖性,我们从干燥条件下超声波速度的压力变化中反演了孔隙结构的几何参数。基于这种复杂的孔隙结构和喷射流模型的扩展,我们构建了一个详细的岩石物理模型来解释速度的压力和频率依赖性。该模型不需要可调参数,所有参数都由实验室测量和计算,提高了理论建模的准确性。改进的喷射流模型可用于描述宽频带内的色散和衰减,并与不同压力下低频范围和超声频率范围内的速度测量结果吻合良好。因此,只要能够准确估计弹性模量或速度,该岩石物理模型就可以应用于孔隙微观结构和流体性质的提取。
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引用次数: 1
Enhanced data fidelity after ground roll attenuation using conditional standard deviation clustering obtained from the GARCH model 利用GARCH模型获得的条件标准差聚类增强了地面滚转衰减后的数据保真度
IF 0.9 4区 地球科学 Q4 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2022-11-08 DOI: 10.1080/08123985.2022.2135430
Mohammad Amin Aminian, M. Riahi
ABSTRACT The main purpose of this research is to evaluate the effectiveness of coherent noise clustering in reconstructing leaked signals after conventional noise attenuation filters. We use Generalised Auto Regressive Conditional Heteroskedasticity (GARCH) model. We apply clustering, conditional variance, and conditional standard deviation analysis to synthetic and experimental seismic field data. The conditional variance and conditional standard deviation of coherent noises that are attenuated by the Ormsby and f-k filter are calculated. Each cluster is labelled using the two-dimensional average clustering method and then leaked signals are reconstructed from the initially filtered data to improve the signal-to-noise ratio. Results show that the proposed method mostly reconstructs the leaked signals after conventional filters.
本研究的主要目的是评估相干噪声聚类在常规噪声衰减滤波器后重构泄漏信号的有效性。我们使用广义自回归条件异方差(GARCH)模型。我们将聚类、条件方差和条件标准差分析应用于合成和实验地震现场数据。计算了经Ormsby和f-k滤波器衰减后相干噪声的条件方差和条件标准差。采用二维平均聚类方法对每个聚类进行标记,然后从初始滤波的数据中重构泄漏信号,以提高信噪比。结果表明,该方法对泄漏信号进行了常规滤波后的重构。
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引用次数: 0
Random noise attenuation using the novel Estimated Noise Pattern Denoising Algorithm 一种新的估计噪声模式去噪算法在随机噪声衰减中的应用
IF 0.9 4区 地球科学 Q4 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2022-11-07 DOI: 10.1080/08123985.2022.2140654
Mohammad Iranimehr, M. Riahi, A. Goudarzi
This paper introduces the estimated pattern denoising (EPD) wavelet transform for random noise attenuation in geophysical data. The proposed approach combines the capability of the Gaussian filter and dual-tree rational dilation wavelet transform (DT-RADWT) in random noise detection and suppression; we called this method Estimated Pattern Denoising (EPD). The EPD is an innovative approach in terms of estimation of the location and amplitude of the noise pattern, directly from the data. The employed approach produces a higher quality factor (Q-factor) than the conventional dyadic discrete wavelet transform (DWT) and separates the noise from the signal with higher accuracy. The EPD provides a data-driven scheme that resolves the complexity of the random noise model in noise suppression, using an auxiliary Gaussian filter. This approach does not require prior information about the noise source, statistical distribution, or frequency range. We show successful suppression of random noise using the proposed approach on synthetic and real field data.
本文介绍了用于地球物理数据中随机噪声衰减的估计模式去噪(EPD)小波变换。该方法结合了高斯滤波器和对偶树有理膨胀小波变换(DT-RADWT)在随机噪声检测和抑制方面的能力;我们称这种方法为估计模式去噪(EPD)。EPD是一种直接从数据中估计噪声模式的位置和幅度的创新方法。所采用的方法产生比传统的二进离散小波变换(DWT)更高的质量因子(Q因子),并以更高的精度从信号中分离噪声。EPD提供了一种数据驱动方案,使用辅助高斯滤波器解决了噪声抑制中随机噪声模型的复杂性。这种方法不需要关于噪声源、统计分布或频率范围的先验信息。我们展示了在合成和真实现场数据上使用所提出的方法成功地抑制了随机噪声。
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引用次数: 0
Cross-validation of time-depth conversion and evaluation of different approaches in the Mesopotamian Basin, Iraq 伊拉克美索不达米亚盆地时间-深度转换的交叉验证和不同方法的评价
IF 0.9 4区 地球科学 Q4 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2022-11-07 DOI: 10.1080/08123985.2022.2140653
Omar N. A. Al-Khazraji
The time-depth conversion process is a significant task in seismic interpretation to establish the link between geophysical information in the time domain and geological information in the depth domain at/away from well locations. Selecting the suitable velocity model for time-depth conversion to generate an accurate depth map is difficult if the accuracy of these models is unknown. In the current study, the cross-validation technique is used as a tool to diagnose and evaluate the performance of time-depth conversion at/away from well controls to predict the depth of Top Hartha and Zubair reservoirs using the dataset of East Baghdad Oil Field. To test this technique, four common velocity model approaches used for time-depth conversion with different scenarios of velocity parameters (initial velocity V 0 and depth gradient (K)) were applied to produce ten velocity models (1–10). According to the gradient variation of velocity with depth, check shot analysis, the velocity models (1–10) include three key velocities layer-cakes: Layer 1 (Middle Miocene-Upper Cretaceous), Layer 2 (Upper Cretaceous), and Layer 3 (Lower Cretaceous) with 18 horizons from Middle Miocene down to Lower Cretaceous. The cross-validation analysis reveals that the velocity model with a variable surface initial velocity and constant depth gradient (Model 9) was the most accurate with fewer mistie between actual and predicted depth. Consequently, this model is used to construct the depth map of the Hartha and Zubair reservoirs. Finally, this study progresses a workflow that can be applied to the region with any geological setting to investigate time-depth conversion uncertainty.
时间-深度转换过程是地震解释中的一项重要任务,目的是在井场/远离井场的时域地球物理信息和深度域地质信息之间建立联系。如果这些模型的精度未知,那么选择合适的速度模型进行时间-深度转换以生成准确的深度图是困难的。在目前的研究中,交叉验证技术被用作一种工具,用于诊断和评估在井控处/远离井控处的时间-深度转换性能,以使用东巴格达油田的数据集预测Top Hartha和Zubair油藏的深度。为了测试这项技术,应用了四种常用的速度模型方法,用于不同速度参数场景(初始速度V0和深度梯度(K))的时间-深度转换,以生成十个速度模型(1-10)。根据速度随深度的梯度变化,检查镜头分析,速度模型(1-10)包括三个关键速度层饼:第1层(中新世-上白垩纪)、第2层(上白垩纪)和第3层(下白垩纪),从中新世中期到下白垩纪共18层。交叉验证分析表明,具有可变表面初始速度和恒定深度梯度的速度模型(模型9)是最准确的,实际深度和预测深度之间的误差较小。因此,该模型被用于构建Hartha和Zubair储层的深度图。最后,本研究提出了一个可应用于任何地质环境的区域的工作流程,以调查时间-深度转换的不确定性。
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引用次数: 1
Analysis of subsurface velocity using CMP gathers picked up by unshielded GPR system: results from an experimental NAPL contaminated test site 利用无屏蔽GPR系统采集的CMP数据分析地下速度:来自试验性NAPL污染试验场的结果
IF 0.9 4区 地球科学 Q4 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2022-11-04 DOI: 10.1080/08123985.2022.2131390
Ibrar Iqbal, Bin Xiong, G. Tian, Yu Lu, Yang Yang
Adequate knowledge of velocity is required for accurate data imaging and depth conversion, as well as for quantifying the distribution of soil water content. Without complementary borehole information in the form of dielectric permittivity and/or porosity logs along the profile, it is currently impossible to reliably estimate the high-frequency electromagnetic velocity distribution in the probed subsurface region. Here, we present a new method for calculating the precise subsurface velocity structure from ground penetrating radar (GPR) reflection data that does not require boreholes or log data. This study investigates the ability of the pulse_EKKO PRO GPR system to predict a vertical profile for the possible velocity estimation of a layered and contaminated geophysical test site in Hangzhou, China. All data were acquired and saved on the GPR system in various files (projects) before analysis using GPR software to obtain approximated velocity modelling using common midpoint (CMP) gathers. Using the velocity spectrum analysis, a vertical profile of the interval velocities can be derived from each CMP gather. The findings of this study indicate that the proposed method is effective and sustainable. Furthermore, owing to the efficacy of the method in terms of field effort and computational complexity, it can easily be expanded to 3D GPR velocity exploration, increasing its importance in comparison to standard offset-based techniques for estimating velocity using GPR.
准确的数据成像和深度转换以及量化土壤含水量的分布都需要足够的速度知识。如果没有沿剖面的介电常数和/或孔隙度测井形式的补充钻孔信息,目前就不可能可靠地估计被探测地下区域中的高频电磁速度分布。在这里,我们提出了一种新的方法,用于根据探地雷达(GPR)反射数据计算精确的地下速度结构,该方法不需要钻孔或测井数据。本研究调查了pulse_EKKO PRO探地雷达系统预测垂直剖面的能力,用于中国杭州一个分层和污染的地球物理试验场的可能速度估计。在使用GPR软件进行分析之前,所有数据都被采集并保存在GPR系统的各种文件(项目)中,以使用公共中点(CMP)道集获得近似速度建模。使用速度谱分析,可以从每个CMP道集导出层间速度的垂直剖面。本研究的结果表明,所提出的方法是有效和可持续的。此外,由于该方法在野外工作和计算复杂性方面的有效性,它可以很容易地扩展到三维探地雷达速度勘探,与使用探地雷达估计速度的基于标准偏移量的技术相比,它的重要性增加了。
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引用次数: 0
A novel equivalent staggered-grid finite-difference scheme and its optimization strategy for variable-density acoustic wave modelling 变密度声波模型的等效交错网格有限差分格式及其优化策略
IF 0.9 4区 地球科学 Q4 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2022-11-02 DOI: 10.1080/08123985.2022.2034477
Jing Wang, Yang Liu, Hongyu Zhou
Compared with the standard staggered-grid finite-difference (FD) methods, equivalent staggered-grid (ESG) ones can significantly reduce the computational memory for acoustic wave modelling in the variable-density media. To further enhance the simulation efficiency and accuracy, one way is to optimize the FD coefficients, another way is to design new FD stencils. In this paper, we propose a modified ESG (M-ESG) scheme which can significantly accelerate the wavefield simulation process while preserving or even improving the modelling accuracy. We calculate the FD coefficients by approximating the temporal and spatial derivatives simultaneously based on time–space domain (TS-D) dispersion relation of the discrete wave equation. Our M-ESG scheme in the TS-D can maintain basically the same accuracy as the conventional ESG (C-ESG) one when the FD coefficients are derived by the Taylor-series expansion (TE) approach. Note that the TS-D dispersion relation is nonlinear with respect to the FD coefficients of the C-ESG scheme, so it is difficult to obtain the optimized FD coefficients for the discrete wave equation. However, we can minimize the L2-norm error of the dispersion relation based on our M-ESG scheme to implement a linear FD coefficients optimization strategy, which is easy and efficient. Comparisons with TE- and optimization-based C-ESG schemes demonstrate the accuracy, stability, and efficiency superiorities of our TE- and optimization-based M-ESG ones.
与标准交错网格有限差分(FD)方法相比,等效交错网格有限差分(ESG)方法可以显著减少变密度介质中声波建模的计算内存。为了进一步提高仿真效率和精度,一种方法是优化FD系数,另一种方法是设计新的FD模板。在本文中,我们提出了一种改进的ESG (M-ESG)方案,该方案可以显著加快波场模拟过程,同时保持甚至提高建模精度。基于离散波动方程的时空色散关系,通过同时逼近时间导数和空间导数来计算FD系数。当FD系数采用泰勒级数展开(TE)方法推导时,我们在TS-D中的M-ESG方案可以保持与传统ESG (C-ESG)方案基本相同的精度。注意到C-ESG格式的TS-D色散与FD系数的关系是非线性的,因此离散波动方程的优化FD系数很难得到。然而,基于M-ESG方案,我们可以最小化色散关系的l2范数误差,实现线性FD系数优化策略,该策略简单有效。与基于TE和优化的C-ESG方案的比较表明,基于TE和优化的M-ESG方案在准确性、稳定性和效率方面具有优势。
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引用次数: 0
Geophysical studies around abu gharadig basin, North Western desert, Egypt 埃及西北沙漠abu gharadig盆地周围的地球物理研究
IF 0.9 4区 地球科学 Q4 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2022-09-21 DOI: 10.1080/08123985.2022.2123736
Belal Mohamed Abdelhamed, Sultan Awad Sultan Araffa, T. Abdelhafeez
The current study aims to determine the basement configuration and basement-related structural elements of the Abu Gharadig basin.: We delineated subsurface features that affect the configuration of reservoirs in the study area using an integrated interpretation of potential field and seismic reflection data. The study area lies in the North-Western Desert of Egypt to the east of the Qattara Depression, between latitudes 29° 00’ and 30° 00’ N and longitudes 28° 00’ and 30° 00’ E. Gravity data interpretation delineates shallow features, with NNE-SSW as the major trend and NW-SE as the minor trend. Given that the Euler structural index is approximately zero, these trends probably represent major faults with steep dips and large throws, which juxtapose considerable thicknesses of rocks with contrasting magnetization. On the other hand, the most common tectonic trends prevailing in the deeper levels are the NEN-SWS and NW-SE as the major trends and ENE-WSW as a minor trend. At the same time, the dominant tectonic trend from the Euler solution is NNW-SSE as a major trend and NNE -SSW and WNW-ESE as minor trends. The interpretation of magnetic data indicates the study area dissect by different trends where the trends of shallow features are NNW-SSE as a major trend and E-W as a minor trend. On the other hand, the most common tectonic trends prevailing in the deeper levels are the NNE-SSW and WNW-ESE as major trends and E-W, ENE-WSW, NEN-SWS, and NWN-SES as minor trends. At the same time, the dominant tectonic trend from the Euler solution is N-S as a major trend and NW-SE and NE-SW as minor trends. In the study area, the depth to the top of the basement rocks ranges from 1731.7 m to more than 4736.6 m. Main faults only affect the Lower and Upper Cretaceous sequences, according to seismic interpretation, and appear to be in two trends, the NW-SE and NWN-SES. These structural trends affect the configuration of oil reservoirs in the study area. The study area contains valuable reservoirs according to boreholes drilled in the stud area.
本研究旨在确定Abu Gharadig盆地的基底构造和基底相关结构元素我们通过对势场和地震反射数据的综合解释,描绘了影响研究区储层配置的地下特征。研究区位于埃及西北部沙漠,Qattara凹陷以东,北纬29°00'至30°00',东经28°00'和30°00'E。重力数据解释描绘了浅层特征,NNE-SSW为主要趋势,NW-SE为次要趋势。考虑到欧拉结构指数近似为零,这些趋势可能代表了具有陡峭倾角和大倾角的主要断层,这些断层将具有对比磁化的相当大厚度的岩石并置。另一方面,在更深层次盛行的最常见的构造趋势是NEN-SWS和NW-SE作为主要趋势,而ENE-WSW作为次要趋势。同时,欧拉解的主导构造趋势是NNW-SSE为主,NNE-SSW和WNW-ESE为辅。磁性数据的解释表明,研究区域划分为不同的趋势,其中浅层特征的趋势是NNW-SSE为主要趋势,E-W为次要趋势。另一方面,最常见的深层构造趋势是NNE-SSW和WNW-ESE为主要趋势,E-W、ENE-WSW、NEN-SWS和NWN-SES为次要趋势。同时,欧拉解的主导构造趋势是南北向为主,NW-SE和NE-SW为次要趋势。在研究区域,基岩顶部的深度范围为1731.7 m至4736.6以上 m.根据地震解释,主要断层只影响下白垩统和上白垩统序列,并且似乎有两种趋势,即NW-SE和NWN-SES。这些构造趋势影响了研究区的油藏配置。根据在螺柱区域钻探的钻孔,研究区域包含有价值的储层。
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引用次数: 0
Application of complex resistivity survey in an epithermal Au-Ag deposit, South Korea 复电阻率测量在韩国某浅成热液型金银矿床中的应用
IF 0.9 4区 地球科学 Q4 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2022-09-08 DOI: 10.1080/08123985.2022.2091986
J. Son, Seok-Jun Yang, S. Shin, Samgyu Park
Electrochemical reactions at the interface between groundwater and sulphides are remarkable. Sulphides in mineralised zones are relatively abundant compared to hydrothermal alteration zones and host rocks. Complex resistivity is a geophysical tool for visualising difference between various subsurface electrochemical reactions. The epithermal Au–Ag mineralisation at Moisan hill (South Korea) occurs in the extensively disseminated pyrite zone, a typical feature of advanced argillic and argillic alteration zones. The epithermal vein at Moisan had a strike length of >500 m horizontally and approximately 300 m vertically and was controlled by the WNW fault zone. In this context, the deposit was subjected to a test bed to demonstrate the applicability of the complex resistivity survey for mineral exploration. To compare complex resistivity results with geological characteristics of epithermal mineralisation, we visualised the complex resistivity survey results and Au–Ag mineralised zones confirmed by drilling cores in three dimensions. The quartz veins of the targets showed high resistivity and a strong phase response; however, both the alteration zones and host rocks showed lower resistivity and a weaker phase response than the target zones. Through a step-by-step clustering analysis, a simple map integrating both kinds of the geophysical models was generated, to identify the boundary between the target and background. Geologic survey and drilling investigations indicate that the target is well-localised in a mineralised zone. The complex resistivity survey is a useful tool for exploring epithermal Au–Ag deposits.
地下水和硫化物界面的电化学反应非常显著。与热液蚀变带和寄主岩石相比,矿化带中的硫化物相对丰富。复电阻率是一种用于可视化各种地下电化学反应之间差异的地球物理工具。Moisan山(韩国)的浅成热液Au–Ag矿化发生在广泛分布的黄铁矿带中,这是高级泥化和泥化蚀变带的典型特征。Moisan的浅成热液矿脉水平走向长度大于500 m,垂直走向长度约为300 m,受WNW断层带控制。在这种情况下,对矿床进行了试验台测试,以证明复电阻率测量在矿产勘探中的适用性。为了将复电阻率结果与超热液矿化的地质特征进行比较,我们在三维中可视化了复电阻调查结果和钻孔岩芯确认的Au–Ag矿化带。靶的石英脉表现出高电阻率和强相位响应;然而,蚀变带和寄主岩石都表现出比靶区更低的电阻率和较弱的相位响应。通过逐步聚类分析,生成了一张综合了两种地球物理模型的简单地图,以识别目标和背景之间的边界。地质调查和钻探调查表明,目标位于矿化带。复电阻率测量是探测浅成低温热液Au–Ag矿床的有用工具。
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引用次数: 0
Estimation of pore aspect ratio and capillary pressure coefficient to predict S-wave velocity based on rockphysics modeling in orthorhombic anisotropic reservoirs 基于岩石物理模型的正交各向异性储层孔隙长径比和毛细管压力系数估算S波速度
IF 0.9 4区 地球科学 Q4 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2022-09-02 DOI: 10.1080/08123985.2022.2117602
Fan Wu, Jingye Li, Xiaohong Chen, W. Geng, Wei Tang
Accurate prediction of S-wave velocity is of great significance in many aspects, such as inversion, migration, brittleness index calculation, etc. Under normal circumstances, the more types of known input parameters there are, the more accurate the rock’s specific situation, and the more accurate the predicted S-wave velocity. However, considering the actual situation, the types of parameters obtained through logging curves are relatively limited. Some parameters cannot be measured and calculated, which limits the accuracy of S-wave prediction. Therefore, if the parameters can be predicted, a more accurate underground situation is able to described by these parameters. Through rockphysical analysis, the pore aspect ratio and capillary pressure coefficient can affect the velocity. In this way, a new orthorhombic (ORT) rockphysical modeling process considering the pore aspect ratio and capillary pressure coefficient is proposed. The model consists of VTI anisotropy from compaction or textural alignment of minerals, and HTI anisotropy from high-angle fractures caused by stratum pressure, thus showing ORT anisotropy. The inputs of the model can be multiple minerals. And the pore structure and the modulus of the mixed fluids in the pores are considered. We use inverse theory (quantum genetic algorithms) to obtain the pore aspect ratio and capillary pressure coefficient and finally calculate the S-wave velocity through the above parameters. The calculation results in a shale reservoir show that the predicted S-wave velocity is in good agreement with the real logging data. This shows that the proposed rockphysical modeling process and inverse algorithm method are effective.
S波速度的准确预测在反演、偏移、脆性指数计算等方面具有重要意义。在正常情况下,已知输入参数类型越多,岩石的具体情况就越准确,预测的S波速度也就越准确。然而,考虑到实际情况,通过测井曲线获得的参数类型相对有限。一些参数无法测量和计算,这限制了S波预测的准确性。因此,如果能够预测参数,则能够通过这些参数来描述更准确的地下情况。通过岩石物理分析,孔隙长径比和毛细管压力系数会影响速度。通过这种方式,提出了一种新的考虑孔隙长径比和毛细管压力系数的正交岩石物理建模方法。该模型由矿物压实或结构排列引起的VTI各向异性和地层压力引起的高角度裂缝引起的HTI各向异性组成,从而显示出ORT各向异性。模型的输入可以是多种矿物。并考虑了孔隙结构和混合流体在孔隙中的模量。我们使用逆理论(量子遗传算法)来获得孔隙纵横比和毛细管压力系数,并通过上述参数最终计算S波速度。页岩油藏的计算结果表明,预测的S波速度与实际测井资料吻合较好。这表明所提出的岩石物理建模过程和逆算法方法是有效的。
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Exploration Geophysics
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