An efficient elastic full-waveform inversion of multiple parameters with ocean-bottom seismometer data

IF 1.8 3区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS
Xinquan Huang, Yuzhu Liu
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引用次数: 0

Abstract

Detailed knowledge of the subsurface elastic properties might provide much-needed insight into the subduction-zone structure and the estimation of reservoir parameters. Compressional and shear wave velocities can be inverted by elastic full-waveform inversion using multicomponent ocean-bottom seismometer data. However, this process is computationally intensive, requiring massive, repeated simulations scaling with the number of sources. Although source–receiver reciprocity can streamline elastic full-waveform inversion, it cannot be applied by directly interchanging the positions of sources and ocean-bottom seismometers. To reduce the computational cost, we develop a source–receiver reciprocal elastic full-waveform inversion, in which the reciprocity in multicomponent data can be accomplished by transforming the data matching from the original geometry to a specific form under the reciprocal geometry. This approach significantly reduces computational costs from twice the number of sources, as seen in conventional elastic full-waveform inversion, to a scale with the count of ocean-bottom seismometers. The tests on synthetic data verify that the proposed reciprocal elastic full-waveform inversion maintains accuracy while improving computational efficiency, and further application on the field data from East China Sea also showcases the efficiency of the proposed method, resulting in a speed-up of 10 times.

利用洋底地震仪数据对多参数进行高效弹性全波形反演
对地下弹性特性的详细了解可能为了解俯冲带结构和估算储层参数提供急需的信息。压缩波和剪切波速度可以利用多分量海底地震仪数据进行弹性全波形反演。然而,这一过程的计算量很大,需要进行大量的重复模拟,模拟次数与震源数量成比例。虽然震源-接收器互易可以简化弹性全波形反演,但它不能通过直接交换震源和海底地震仪的位置来应用。为了降低计算成本,我们开发了一种震源-接收器互易弹性全波形反演方法,通过将原始几何形状下的数据匹配转换为互易几何形状下的特定形式,实现多分量数据的互易。这种方法大大降低了计算成本,计算成本从传统弹性全波形反演中的两倍震源数量降低到与海底地震仪数量相当的规模。在合成数据上的测试验证了所提出的倒易弹性全波形反演在提高计算效率的同时保持了精度,而在东海野外数据上的进一步应用也展示了所提出方法的效率,使计算速度提高了 10 倍。
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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