FULL WAVEFORM INVERSION OF THE SECOND-ORDER TIME INTEGRAL WAVEFIELD

CHEN Sheng-Chang, CHEN Guo-Xin
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引用次数: 4

Abstract

We proposed a new full waveform inversion (FWI) method, namely full waveform inversion of the second-order time integral wavefield, by enhancing low-frequency components of seismic data with a second-order time integration of seismic wavefield, which can efficiently reduce the initial model dependence of FWI. According to the propagation equation of scattering wavefield in scattering theory, we derived a propagation equation for the scattering wavefield with second-order time integral, and used the leading order Born approximation for the linearization of the propagation equation. Based on the propagation equation for the scattering wavefield with second-order time integral, using the scattering wavefield to invert for the distribution of scattering sources in subsurface, and using wavefield modeling to construct the incident wavefield, and according to the linear relationship between the scattering wavefield and the incident wavefield and velocity perturbation in the linear propagation equation for the scattering wavefield with second-order time integral, we applied a formula similar to the imaging formula of migration to obtain the estimation of velocity perturbation, and established an iterative inversion method for the full waveform inversion of second-order integral wavefield. Applying the inversion result of full waveform inversion of second-order integral wavefield as the initial velocity model for the conventional FWI can efficiently reduce the initial model dependence of FWI. Numerical tests using synthetic data of the Marmousi model demonstrated the validity and feasibility of the proposed method. The final results of the new method can deliver much improved results than the conventional FWI. Furthermore, to test the independence from the seismic frequency-band, we use a low-cut source wavelet (cut from 4Hz below) to generate the synthetic data. The inversion results by our new method show no appreciable difference from the full-band source results.

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二阶时间积分波场的全波形反演
本文提出了一种新的全波形反演方法,即二阶时间积分波场全波形反演方法,通过对地震波场进行二阶时间积分来增强地震数据的低频分量,有效地降低了全波形反演对初始模型的依赖性。根据散射理论中散射波场的传播方程,导出了具有二阶时间积分的散射波场的传播方程,并利用先验Born近似对传播方程进行了线性化。基于二阶时间积分散射波场传播方程,利用散射波场反演地下散射源分布,利用波场建模构造入射波场,根据散射波场与入射波场的线性关系以及二阶时间积分散射波场线性传播方程中的速度摄动,我们采用了类似于偏移成像公式的公式来获得速度摄动估计,建立了二阶积分波场全波形反演的迭代反演方法。将二阶积分波场全波形反演的结果作为传统FWI的初速度模型,可以有效降低FWI对初始模型的依赖性。利用Marmousi模型的综合数据进行数值试验,验证了该方法的有效性和可行性。新方法的最终结果比传统的FWI要好得多。此外,为了测试与地震频带的独立性,我们使用低切割源小波(从4Hz以下切割)来生成合成数据。新方法的反演结果与全波段源的反演结果没有明显的差异。
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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