Application of full-waveform inversion to land data: Case studies in onshore Mexico

Q2 Earth and Planetary Sciences
Leading Edge Pub Date : 2023-03-01 DOI:10.1190/tle42030190.1
Cristina Reta-Tang, J. Sheng, Faqi Liu, A. V. Cantú, A. C. Vargas
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引用次数: 0

Abstract

Velocity model building and imaging for land surveys are often challenging due to near-surface complexity contaminating the reflection signal. Incorporating full-waveform inversion (FWI) in the velocity model building workflow for land surveys offers benefits not achieved with traditional model building tools, but it also brings difficulties. We have developed an effective model building workflow for land seismic data that incorporates dynamic matching FWI (DMFWI). DMFWI employs an objective function that uses multidimensional local windowed crosscorrelations between the dynamically matched version of observed and synthetic data. Dynamic matching de-emphasizes the impact of amplitudes, allowing the algorithm to focus on using kinematic information for velocity updates. The proposed workflow produces a geologically plausible and consistent model for data acquired with limited offsets. Refraction and reflection tomography may also be included in the workflow. The workflow is applied to onshore surveys in Mexico. Despite challenges of the near-surface geology and limitations of the acquisition parameters in the study areas, the proposed model building workflow successfully derives a high-resolution velocity model that significantly improves the migrated depth image.
全波形反演在陆地数据中的应用:墨西哥陆上的案例研究
由于近地表的复杂性污染了反射信号,陆地勘测的速度模型构建和成像通常具有挑战性。将全波形反演(FWI)纳入土地调查的速度建模工作流程,带来了传统建模工具无法实现的好处,但也带来了困难。我们开发了一个有效的陆地地震数据建模工作流程,该流程包含动态匹配FWI(DMFWI)。DMFWI采用了一个目标函数,该函数使用观测数据和合成数据的动态匹配版本之间的多维局部窗口互相关。动态匹配不强调振幅的影响,使算法能够专注于使用运动学信息进行速度更新。所提出的工作流程为以有限的偏移量获取的数据生成了一个地质上合理且一致的模型。折射和反射层析成像也可以包括在工作流程中。该工作流程适用于墨西哥的陆上调查。尽管研究区域的近地表地质和采集参数存在挑战,但所提出的模型构建工作流程成功地导出了一个高分辨率速度模型,该模型显著改善了偏移深度图像。
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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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