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广义Rytov近似有限频初至层析
引用本文:冯波,WU Ru-Shan,罗飞,许荣伟,王华忠.广义Rytov近似有限频初至层析[J].石油地球物理勘探,2021,56(1):92-99.
作者姓名:冯波  WU Ru-Shan  罗飞  许荣伟  王华忠
作者单位:1. 同济大学海洋与地球科学学院, 上海 200092;2. 同济大学海洋高等研究院, 上海 200092;3. Modeling and Imaging Laboratory, University of California, Santa Cruz, CA 95060, USA
基金项目:本项研究受国家重点研发计划“深海关键技术与装备”重点专项“深海油气地震勘探高精度速度建模技术”(2019YFC0312004)、国家自然科学基金项目“强散射介质中的波动方程线性化及速度反演”(42074143)和“针对勘探地震介质及波场特征的高波数参数估计方法研究”(41774126)、国家重点研发计划“变革性技术关键科学问题”重点专项“多元信息联合驱动的地震成像方法研究”(2018YFA0702503)、上海市浦江人才计划(20PJ141300)、南方海洋科学与工程广东省实验室(湛江)项目“特征波域地震成像方法研究”(ZJW-2019-04)、中国石化地球物理重点实验室项目“基于波动方程的高精度近地表速度建模方法研究”(33550006-19-FW0399-0041)联合资助。
摘    要:在传统的有限频层析理论中,采用Born或Rytov近似推导地震波旅行时对模型参数的一阶Fréchet微商,隐含了弱散射近似假设。对于强速度扰动,有限频层析正问题的线性化近似不再成立。近年来发展的广义Rytov近似理论可以较为精确地预测散射波的相位扰动,因此更适用于有限频旅行时层析。为突破弱散射近似的限制,将广义Rytov近似应用于传统的有限频层析理论,导出了基于广义Rytov近似理论的有限频旅行时敏感度核函数。由数值试验可知,对于前向小角度散射,无论速度扰动强度如何,新的旅行时核函数均可较为准确地预测地震波的旅行时扰动。针对旅行时层析反问题,提出了一种基于隐式矩阵向量乘的高斯—牛顿反演算法,具有准二阶收敛速度且无需显式计算和存储Hessian矩阵。复杂模型数据测试结果表明,提出的广义Rytov近似旅行时层析可以建立高精度的近地表速度模型,且收敛速度较快。

关 键 词:有限频旅行时敏感度核函数  广义Rytov近似  初至层析  高斯-牛顿反演算法  
收稿时间:2020-03-20

Wave-equation traveltime tomography using the ge-neralized Rytov approximation
FENG Bo,WU Ru-Shan,LUO Fei,XU Rongwei,WANG Huazhong.Wave-equation traveltime tomography using the ge-neralized Rytov approximation[J].Oil Geophysical Prospecting,2021,56(1):92-99.
Authors:FENG Bo  WU Ru-Shan  LUO Fei  XU Rongwei  WANG Huazhong
Affiliation:1. Wave Phenomena Intelligent Inversion Imaging Group(WPI), School of Ocean and Earth Science, Tongji University, Shanghai 200092 China;2. Institute for Advanced Study, Tongji University, Shanghai 200092 China;3. Modeling and Imaging Laboratory, University of California, Santa Cruz, California 95060, USA
Abstract:The conventional finite-frequency tomography is usually derived from the Born or Rytov approximation which implies weak-scattering assumption. Therefore, the linearized forward problem in the finite-frequency theory is not satisfied for strong velocity perturbations. In the case of forward scattering and small-angle propagation, the generalized Rytov approximation (GRA) method recently developed can achieve improving phase accuracy of forward-scattered wavefield, making it more suitable for traveltime tomography. In this paper, we combine the conventional finite-frequency theory with GRA and propose a GRA-based traveltime sensitivity kernel, which works well regardless of the magnitude of velocity perturbations. Numerical examples show that the traveltime perturbation of forward-scattered waves can be correctly handled by the GRA-based traveltime sensitivity kernel. Then we propose an implicit matrix-vector product strategy which can calculate the Hessian matrix-vector product without explicitly forming the Hessian matrix, making it more attractive for 3-D problems. We solve the traveltime inverse problem with the Gauss-Newton method, where the Hessian matrix-vector product is obtained by the proposed implicit matrix-vector product method. Consequently, the Gauss-Newton method can be rea-lized in a matrix-free fashion, reducing the compu-ter memory and disk occupancy significantly. Numerical tests demonstrated that the proposed GRA-based traveltime tomography can estimate the near-surface velocity model with high resolution and at a fast convergence rate.
Keywords:finite-frequency traveltime sensitivity kernel  generalized Rytov approximation  first-arrival traveltime tomography  Gauss-Newton algorithm  
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