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密度波形反演的滤波特性分析与全波数模型构建OA

Analysis of filtering characteristics of density waveform inversion and full model wavenumber construction

中文摘要英文摘要

全波形反演的本质是基于Born弱散射近似下的扰动模型全波数谱重建过程,低-中-高波数(即层析+偏移)同步或异步成功恢复是反演的关键.密度建模是全波形反演的一大挑战,密度与速度高度耦合性是密度反演尚未克服的难题,同时,密度反演存在另一重大缺陷,即速度-密度参数化模式下的密度反演结果存在偏移效应,无法恢复模型中的低波数信息.为此,在容忍速度-密度参数耦合的前提下,着力于解决密度反演固有的偏移特征.首先,利用链式法则推导出速度-密度参数化模式下各自的敏感核函数,借助远场平面波假设,推导了新的速度-密度梯度中振幅、波数和散射角关系式,并解释密度反演具备的偏移特征.然后,通过数学变换推导出密度梯度Laplace滤波形式,进而针对密度参数建立积分目标函数,并推导出新的密度梯度表达式,使之在梯度求解过程中抵消常规密度梯度中的滤波效应,释放低波数信息以期完成全波数模型反演.最后,基于双层模型分析了新、旧密度梯度算子对层析+偏移的贡献.利用Marmousi模型进行密度单参数和速度-密度双参数同步反演测试,验证了新方法对密度残差模型的全波数谱重建的准确性和有效性.

Based on the born weak scattering approximation,the essence of full waveform inversion is a process to construct the full wavenumber spectrum of the perturbation model.The low-medium-high wavenumber(as we known as tomography+migration)reconstruction successful is the key to the full waveform inversion.Density inversion is a big challenge for full waveform inversion,the high coupling of density and velocity make a big problem to density inversion that has not be solved well.However,density inversion has another major problem:under the velocity-density parameterization,the density inversion results has the migration effect,and the low wavenumber information in the model cannot be constructed.In this paper,under the condition of ignoring the coupling of velocity-density parameterization,we focus on solving the migration characteristics.Firstly,the chain-rules is used to derive the sensitive kernel functions under the velocity-density parameterization mode,and with the far-field plane wave approximation,the relationship between amplitude,wavenumber and scattering angle in the new velocity-density gradient is derived to explain the migration effect of density inversion.Then the new density gradient with Laplace filtering form is derived,and we establish a new objective function based on integration for the density.So that a new density gradient is derived to suppress the filtering effect and implement a full wavenumber model inversion by releasing the low wavenumber information.Finally,the contribution of the new and old method to tomography+migration parts in density gradient is analyzed by the two-layer model.The accuracy and effectiveness of the density full-wavenumber residual model spectrum reconstruction is verified by the Marmousi model with density single-parameter and velocity-density two-parameter simultaneous inversion test.

李青阳;王永刚;段沛然;张杰;黄黎刚;杨超;郝金鑫

中国石油长庆油田公司勘探开发研究院,陕西 西安 710018中国石油长庆油田公司勘探开发研究院,陕西 西安 710018低渗透油气田勘探开发国家工程实验室,陕西 西安 710018中国石油长庆油田公司勘探开发研究院,陕西 西安 710018中国石油长庆油田公司勘探开发研究院,陕西 西安 710018低渗透油气田勘探开发国家工程实验室,陕西 西安 710018中国石油长庆油田公司勘探开发研究院,陕西 西安 710018

能源科技

密度波形反演偏移特征滤波属性全波数模型构建

density waveform inversionmigration characteristicfilter propertiesfull wavenumber model construction

《石油物探》 2026 (1)

55-68,14

中石油长庆分公司科技专项"鄂尔多斯盆地页岩油勘探开发理论与关键技术研究"(2021DJ1806)和"陆相页岩油地球物理建模关键技术研究"(2023ZZ15YJ02)共同资助.This research is financially supported by the Science and Technology Special Projects of PetroChina Changqing Branch,(Grant Nos.2021DJ1806 and 2023ZZ15YJ02).

10.12431/issn.1000-1441.2024.0093

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