Frequency-domain acoustic full waveform inversion with an embedded boundary method for irregular topography

Pub Date : 2022-08-30 DOI:10.1080/08123985.2022.2117603
Yunhui Park, Jong-Kil Hwang
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Abstract

In the implementation of full waveform inversion (FWI) to identify subsurface velocity distributions with land seismic data, which are often acquired in regions with irregular topography, wave equation-based modelling requires caution. In particular, when using the finite difference method (FDM), unwanted scattered waves are generated because irregular surfaces crossing a rectangular grid are discretized via a staircase approximation; hence, if the problems caused by this staircase approximation are disregarded, FDM-based FWI may fail due to the presence of undesirable wavefields. To resolve this problem, this study develops a 2D frequency-domain acoustic FWI technique using a 9-point FDM-based modelling scheme that includes an embedded boundary method (EBM). This study suggests a workflow for the whole EBM-based FWI process from the calculation of coefficients for the EBM-based 9-point FDM modelling to applying it to FWI for proper velocity updates. In numerical examples, using velocity models with a tilted surface and an arbitrarily fluctuating surface, we synthesize seismic data and verify the accuracy of EBM-based 9-point FDM modelling and its superiority over the conventional FDM by comparing it with wavefields derived from the spectral element method. Then, we show that our EBM-based FWI is able to estimate subsurface velocity distributions even though the model has irregular topography, which spoils the result of the conventional FWI.
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基于嵌入边界法的不规则地形频域声学全波形反演
在利用陆地地震数据识别地下速度分布的全波形反演(FWI)的实施中,基于波动方程的建模需要谨慎。陆地地震数据通常在地形不规则的地区获得。特别地,当使用有限差分法(FDM)时,由于通过阶梯近似对穿过矩形网格的不规则表面进行离散化,因此会产生不想要的散射波;因此,如果忽略由这种阶梯近似引起的问题,则基于FDM的FWI可能由于不期望的波场的存在而失败。为了解决这个问题,本研究开发了一种2D频域声学FWI技术,该技术使用基于9点FDM的建模方案,其中包括嵌入边界方法(EBM)。本研究提出了整个基于EBM的FWI过程的工作流程,从计算基于EBM 9点FDM建模的系数到将其应用于FWI以进行适当的速度更新。在数值算例中,使用具有倾斜表面和任意波动表面的速度模型,我们综合了地震数据,并通过将基于EBM的9点FDM模型与谱元法导出的波场进行比较,验证了其准确性及其相对于传统FDM的优越性。然后,我们表明,即使模型具有不规则的地形,我们基于EBM的FWI也能够估计地下速度分布,这破坏了传统FWI的结果。
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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