Seismic Attribute Feasibility Study for Fault and Fracture Analysis and Integration with Spectral Decomposition: Application in Sarawak Basin

R. Hamidi, D. Ghosh
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Abstract

Fault and fracture study has a great importance in hydrocarbon prospect exploration and development. Consequently, there have been lots of efforts to analyze the existence and extent of faults in subsurface layers using different methods and tools available to geoscientists; among which the seismic attributes have been proven to be efficient in detecting areas affected by faults and fractures. Seismic attributes help interpreters to highlight details focusing on the geological features of interest in seismic data. However, there are some limitations in the performance of these tools, as the algorithms are dependent on the seismic survey parameters, quality of the data and its existing patterns, and geology of the study area. Consequently, new strategies and algorithms are needed to improve the information obtained from the calculated attributes. In this study, fault and fracture damage zone analysis is done on three – dimensional seismic data from Sarawak basin in Malaysia. Commonly used seismic attributes to detect such features including variance, dip – magnitude, curvature, and gradient – magnitude are applied. Next, spectral analysis, as a tool to identify events with different frequency content is used which can detect the patterns related to faulting and fracturing of the subsurface layers. The proposed method in this work is to examine the attributes’ performance on spectrally decomposed seismic cubes to unmask the details present at different frequencies. Accordingly, the seismic attributes are applied on the selected cubes, and the color blended cubes of the outputs are evaluated. As the results show, the new strategy reveals more detailed information that already exist in seismic data but cannot be distinguished because they are concealed in the full band seismic cube. Comparing each pair of conventional vs. spectral assisted attributes shows enhancement of the results (more details and better resolution) in all evaluated seismic attributes with the proposed method.
断层与裂缝分析的地震属性可行性研究及光谱分解集成:在沙捞越盆地的应用
断裂裂缝研究在油气勘探开发中具有重要意义。因此,利用地球科学家可用的不同方法和工具,对地下断层的存在和程度进行了大量的分析;其中,地震属性对断层和裂缝影响区域的探测是有效的。地震属性有助于解释人员突出地震数据中感兴趣的地质特征的细节。然而,这些工具的性能存在一些局限性,因为算法依赖于地震调查参数、数据质量及其现有模式以及研究区域的地质情况。因此,需要新的策略和算法来改进从计算属性中获得的信息。本文对马来西亚沙捞越盆地的三维地震资料进行了断层和裂缝损伤带分析。应用常用的地震属性来检测这些特征,包括方差、倾角、曲率和梯度级。其次,将频谱分析作为识别不同频率内容事件的工具,可以检测到与次表层断裂和压裂相关的模式。本文提出的方法是检查频谱分解地震立方体的属性性能,以揭示不同频率下存在的细节。据此,将地震属性应用于所选立方体,并对输出的颜色混合立方体进行评估。结果表明,新策略揭示了地震数据中已经存在但由于隐藏在全频带地震立方体中而无法区分的更详细的信息。将每对常规属性与光谱辅助属性进行比较,结果表明,采用本文提出的方法,所有评估的地震属性的结果都得到了增强(更多细节和更好的分辨率)。
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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