Quantitative evaluation of 3D land acquisition geometries with arrays and single sensors: Closing the loop between acquisition and processing

Q2 Earth and Planetary Sciences
Leading Edge Pub Date : 2023-05-01 DOI:10.1190/tle42050310.1
A. Bakulin, I. Silvestrov
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引用次数: 2

Abstract

The growing popularity of land nodes demands careful survey design practices to smoothly supersede cabled seismic acquisition with geophone arrays. Unfortunately, trace density is often used as a catchall proxy to describe survey quality, which is a gross oversimplification. We describe comprehensive and quantitative workflows focusing on final image quality for evaluating existing or new 3D land acquisition geometries with arrays and single sensors. They streamline the design process, remove human bias, and close the loop between acquisition and processing. A central element is a data-driven approach for deriving absolute signal-to-noise ratio (S/N) directly from the data. The resulting S/N volumes can be analyzed as cubes or slices or distilled to statistical quantities. We apply new workflows to three typical use cases from 3D land seismic data. First, we quantitatively contrast different 3D data sets acquired with various field acquisition geometries and understand which acquisition parameters are likely responsible for S/N differences. Second, we perform a realistic numerical feasibility study evaluating multiple 3D acquisition geometries with arrays and single sensors and assess their expected performance on a complex SEG Advanced Modeling Arid data set representative of the desert environment. For feasibility studies, complete automation can be achieved by applying migration in lieu of processing and data-driven S/N as evaluation steps. Finally, we show how to predict absolute S/N outcomes of new 3D acquisitions based on the existing legacy data with different acquisition geometry. We demonstrate the excellent predictive power of the analytical signal-strength estimate formula for both field and synthetic elastic data sets. Translating survey design into commonly spoken “image S/N language” improves communication between geoscientists and enables more effective decision-making.
利用阵列和单传感器对三维土地采集几何形状进行定量评估:关闭采集和处理之间的循环
地面节点的日益普及需要仔细的勘测设计实践,以顺利地用检波器阵列取代电缆地震采集。不幸的是,痕迹密度经常被用作描述调查质量的包罗万象的代理,这是一种严重的过度简化。我们描述了全面和定量的工作流程,重点是最终图像质量,用于评估现有或新的3D土地获取几何形状与阵列和单个传感器。它们简化了设计过程,消除了人为偏见,并关闭了获取和处理之间的循环。一个核心要素是数据驱动的方法,用于直接从数据中获得绝对信噪比(S/N)。得到的信噪比体积可以作为立方体或切片进行分析,也可以蒸馏为统计量。我们将新的工作流程应用于三维陆地地震数据的三个典型用例。首先,我们定量对比了不同现场采集几何形状的不同3D数据集,并了解哪些采集参数可能导致信噪比差异。其次,我们进行了现实的数值可行性研究,评估了阵列和单个传感器的多种三维采集几何形状,并评估了它们在代表沙漠环境的复杂SEG Advanced Modeling Arid数据集上的预期性能。对于可行性研究,完全的自动化可以通过应用迁移来代替处理和数据驱动的S/N作为评估步骤来实现。最后,我们展示了如何基于不同采集几何形状的现有遗留数据预测新3D采集的绝对信噪比结果。我们证明了分析信号强度估计公式对现场和合成弹性数据集的出色预测能力。将调查设计翻译成通用的“图像S/N语言”,可以改善地球科学家之间的沟通,使决策更有效。
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
Leading Edge
Leading Edge Earth and Planetary Sciences-Geology
CiteScore
3.10
自引率
0.00%
发文量
180
期刊介绍: THE LEADING EDGE complements GEOPHYSICS, SEG"s peer-reviewed publication long unrivalled as the world"s most respected vehicle for dissemination of developments in exploration and development geophysics. TLE is a gateway publication, introducing new geophysical theory, instrumentation, and established practices to scientists in a wide range of geoscience disciplines. Most material is presented in a semitechnical manner that minimizes mathematical theory and emphasizes practical applications. TLE also serves as SEG"s publication venue for official society business.
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