Full-waveform inversion as a tool to predict fault zone acoustic properties

IF 1.8 3区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS
Ahmed M. Alghuraybi, Rebecca E. Bell, Christopher A.-L. Jackson, Melissa Sim, Shuhan Jin
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引用次数: 0

Abstract

Understanding the physical properties of fault zones is essential for various subsurface applications, including carbon capture and geologic storage, geothermal energy and seismic hazard assessment. Although three-dimensional seismic reflection data can image the geometries of faults in the sub-surface, it does not provide any direct information on the physical properties of fault zones. We currently cannot use seismic reflection data to infer directly which faults may be leaking or sealing and are reliant instead on shale-gauge ratio type calculations, which are fraught with uncertainties. In this paper, we propose that full-waveform inversion P-wave velocity models can be used to extract information on fault zone acoustic properties directly, which may be a proxy for subsurface fault transmissibility. In this study, we use high-quality post-stack depth–migrated seismic reflection and full-waveform inversion velocity data to investigate the characteristics of fault zones in the Samson Dome in the SW Barents Sea. We analyse the variance attribute of the post-stack depth migrated and full-waveform inversion volumes, revealing linear features that consistently appear in both datasets. These features correspond to locations of rapid velocity changes and seismic trace distortions, which we interpret as faults. These observations demonstrate the capability of full-waveform inversion to recover fault zone velocity structures. Our findings also reveal the natural heterogeneity and complexity of fault zones, with varying P-wave velocity anomalies within the studied fault network and along individual faults. Our results indicate a correlation between P-wave velocity anomalies within fault zones and the modern-day stress orientation. Faults with high P-wave velocity are the ones that are perpendicular to the present-day maximum horizontal stress orientation and are likely under compression. Faults with lower P-wave velocity are the ones more parallel to the present-day maximum horizontal stress orientation and are likely in extension. We propose that these P-wave velocity anomalies may indicate differences in how ‘open’ and fluid filled the fault zones are (i.e. faults in extension are more open, more fluid filled and have lower VP) and therefore may provide a promising proxy for fault transmissibility.

Abstract Image

将全波形反演作为预测断层带声学特性的工具
了解断层带的物理特性对于各种地下应用至关重要,包括碳捕获和地质封存、地热能源和地震灾害评估。虽然三维地震反射数据可以对地下断层的几何形状进行成像,但它并不能提供任何有关断层带物理特性的直接信息。目前,我们无法利用地震反射数据直接推断出哪些断层可能正在渗漏或封堵,只能依靠页岩计比率类型的计算,而这种计算充满了不确定性。在本文中,我们提出可利用全波形反演 P 波速度模型直接提取断层带声学特性信息,这可能是地下断层透射率的替代指标。在这项研究中,我们利用高质量的叠后深度移动地震反射和全波形反演速度数据,研究了巴伦支海西南部 Samson 圆顶断层带的特征。我们分析了叠后深度偏移和全波形反演量的方差属性,揭示了两个数据集中一致出现的线性特征。这些特征与快速速度变化和地震道扭曲的位置相对应,我们将其解释为断层。这些观察结果证明了全波形反演恢复断层带速度结构的能力。我们的研究结果还揭示了断层带的天然异质性和复杂性,在所研究的断层网络内和沿单个断层存在不同的 P 波速度异常。我们的研究结果表明,断层带内的 P 波速度异常与现代应力取向之间存在关联。P波速度高的断层与当今最大水平应力方向垂直,很可能处于压缩状态。P波速度较低的断层与当今最大水平应力方向较为平行,可能处于延伸状态。我们认为,这些 P 波速度异常可能表明断层带的 "开放 "程度和流体填充程度存在差异(即处于延伸状态的断层更加开放,流体填充程度更高,VP 值更低),因此有可能成为断层透射性的替代指标。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Geophysical Prospecting
Geophysical Prospecting 地学-地球化学与地球物理
CiteScore
4.90
自引率
11.50%
发文量
118
审稿时长
4.5 months
期刊介绍: Geophysical Prospecting publishes the best in primary research on the science of geophysics as it applies to the exploration, evaluation and extraction of earth resources. Drawing heavily on contributions from researchers in the oil and mineral exploration industries, the journal has a very practical slant. Although the journal provides a valuable forum for communication among workers in these fields, it is also ideally suited to researchers in academic geophysics.
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