一种对二维全波形反演半积分效应的修正方法OA
A correction method for half-order integral effect in two-dimensional full waveform inversion
二维全波形反演(Full Waveform Inversion,FWI)由于计算量相对较低,常被用于对二维测线数据进行反演,以开展目标区域的初步地质调查.然而,二维数值模拟所产生的波形与三维模拟结果存在半积分的差异.在常规处理流程中,首先对三维观测数据施加半积分处理,使其波形与二维模拟数据保持一致,进而通过二维 FWI 拟合观测数据和模拟数据来获取地下速度模型.然而,该方法仅考虑了半积分效应对二维 FWI正传波场的影响,而未考虑其对伴随波场的影响.这会导致如下问题:在初始速度模型偏低时,即使观测数据和预测数据的时差超过半个主周期,梯度的极性仍未发生反转;而在初始速度模型偏高时,观测数据和预测数据的时差虽未超过半个主周期,梯度极性却发生反转.为解决这一问题,文中提出对二维 FWI 中的伴随源施加半阶导数处理,以消除半积分效应对二维 FWI 的影响,从而将其周期跳跃区间为半个主周期.最后,数值模拟实验验证了上述认识的正确性以及梯度修正方法的有效性.
Two-dimensional(2D)full waveform inversion(FWI)is often applied to inversion of 2D survey line data for preliminary geological investigation due to its relatively low computational cost.However,waveforms generated by 2D numerical simulations differ from those produced by 3D simulations by a half-order integral ef-fect.In conventional processing workflows,3D observed data are typically subjected to a half-order integral op-eration to make their waveforms consistent with those of 2D simulated data.Then,the observed and simulated data are fitted using 2D FWI to obtain the subsurface velocity model.Nevertheless,this approach only accounts for the influence of the half-order integral effect on the forward wavefield in 2D FWI,while neglecting its influ-ence on the adjoint wavefield.As a result,when the initial velocity model is underestimated,the gradient polar-ity does not reverse even if the time shift between the observed and predicted data exceeds half of the dominant period.Conversely,when the initial velocity model is overestimated,the gradient polarity reverses even though the time shift does not exceed half of the dominant period.To address this issue,this paper proposes applying a half-order derivative operation to the adjoint source in 2D FWI to eliminate the influence of the half-order inte-gral effect on 2D FWI.This correction ensures that the cycle-skipping threshold corresponds to half of the domi-nant period.Finally,numerical experiments validate the correctness of the analysis and the effectiveness of the proposed gradient correction method.
吴博;何兵红;廖俊;颜兰兰
中石化石油物探技术研究院有限公司,江苏 南京 211103||同济大学海洋与地球科学学院,上海 200092中石化石油物探技术研究院有限公司,江苏 南京 211103中海石油(中国)有限公司海南分公司,海南 海口 570100中石化石油物探技术研究院有限公司,江苏 南京 211103
天文与地球科学
二维全波形反演二维波场数值模拟半阶积分周期跳跃梯度极性反转
2D full waveform inversion2D wavefield numerical simulationhalf-order integralcycle skippinggradient polarity reversal
《石油地球物理勘探》 2026 (5)
1190-1202,13
本项研究受国家自然科学基金项目"三大盆地深层—超深层海相油气高效勘探开发基础研究"(U24B6001)资助.
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