论文成果
Building a good initial model for full-waveform inversion using frequency shift filter
摘要:Accurate initial model or available low-frequency data is an important factor in the success of full waveform inversion (FWI). The low-frequency helps determine the kinematical relevant components, low-wavenumber of the velocity model, which are in turn needed to avoid FWI trap in local minima or cycle-skipping. However, in the field, acquiring data that <5 Hz is a challenging and expensive task. We attempt to find the common point of low- and high-frequency signal, then utilize the high-frequency data to obtain the low-wavenumber velocity model. It is well known that the instantaneous amplitude envelope of a wavelet is invariant under frequency shift. This means that resolution is constant for a given frequency bandwidth, and independent of the actual values of the frequencies. Based on this property, we develop a frequency shift filter (FSF) to build the relationship between low- and high-frequency information with a constant frequency bandwidth. After that, we can use the high-frequency information to get a plausible recovery of the low-wavenumber velocity model. Numerical results using synthetic data from the Marmousi and layer model demonstrate that our proposed envelope misfit function based on the frequency shift filter can build an initial model with more accurate long-wavelength components, when low-frequency signals are absent in recorded data.
© 2017 Elsevier B.V.
ISSN号:0926-9851
卷、期、页:v 152,p129-136
发表日期:2018-05-01
期刊分区(SCI为中科院分区):四区
收录情况:SCI(科学引文索引印刷版),ESI(基本科学指标数据库),EI(工程索引),SCIE(科学引文索引网络版)
发表期刊名称:JOURNAL OF APPLIED GEOPHYSICS
通讯作者:王官超,连世杰
第一作者:王尚旭,袁三一
论文类型:期刊论文
论文概要:王官超,王尚旭,袁三一,连世杰,Building a good initial model for full-waveform inversion using frequency shift filter,JOURNAL OF APPLIED GEOPHYSICS,2018,v 152,p129-136
论文题目:Building a good initial model for full-waveform inversion using frequency shift filter
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