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应用L2,p范数约束的多道层Q值估计方法OA

Multichannel interval Q value estimation by L2,p norm constraint

中文摘要英文摘要

根据声波理论和岩石物理理论,观测到的地震波振幅和相位变化通常由与岩石属性相关的本征衰减和与地层构造相关的薄层干涉作用相互耦合引起的.而传统的 Q 值估计方法普遍忽略了上述耦合现象,使得估计的 Q 值是由固有衰减和薄层干涉引起的地震"视"衰减的综合响应.而不准确的 Q 值会影响非稳态反射系数反演结果的稀疏度.为了分离地层固有衰减和"视"衰减的耦合以提高地震分辨率,文中通过扫描 Q 的方法,引入 L2,p 组稀疏范数量化反射系数振幅和固有衰减的关系,通过测量不同 Q 值对应反演结果的稀疏度解耦固有衰减和"视"衰减,同时通过多道稀疏反射系数反演提高 Q 值估计精度及稳定性,从而形成基于 L2,p 范数准则的多道层 Q 值估计技术.最后,通过数值实验和实际资料对所提方法的有效性进行测试.结果表明,文中方法能够准确估计随时空变化的 Q 场,同时能够获得提高分辨率后的地震数据.

Based on acoustic wave theory and petrophysical theory,the observed variations in the seismic wave amplitude and phase typically arise from the coupled effects of intrinsic attenuation associated with rock proper-ties and thin-layer interference related to formation structures.Conventional Q value estimation methods generally overlook this coupling phenomenon,resulting in estimated Q values that represent the combined re-sponse of seismic apparent attenuation caused by intrinsic attenuation and thin-layer interference.Meanwhile,inaccurate Q values compromise the sparsity of inversion results for nonstationary reflection coefficients.To de-couple the effects of formation intrinsic attenuation and seismic apparent attenuation and thus enhance seismic resolution,this study adopts a Q scanning method,in which an L2,p group sparse norm is introduced to quantify the relationship between reflection coefficient amplitude and intrinsic attenuation.Intrinsic attenuation and ap-parent attenuation are decoupled by measuring the sparsity of inversion results obtained with different Q values.Additionally,the accuracy and stability of Q value estimation are improved by multichannel sparse reflection coefficient inversion,thereby developing a multichannel Q value estimation technology based on the L2,p norm criterion.Finally,the effectiveness of the proposed method is validated by numerical experiments and actual data.The results demonstrate that this method can accurately estimate the interval Q field varying with the space and time while obtaining seismic data after resolution enhancement.

余子昭;谢涛;徐强;朱金强;宋鑫

中海油田服务股份有限公司物探事业部物探研究院,天津 300459中海油田服务股份有限公司物探事业部物探研究院,天津 300459中海油田服务股份有限公司物探事业部物探研究院,天津 300459中海油田服务股份有限公司物探事业部物探研究院,天津 300459中海油田服务股份有限公司物探事业部物探研究院,天津 300459

天文与地球科学

Q值估计薄层干涉固有衰减多道稀疏反演组稀疏范数

Q estimationthin-layer interferenceintrinsic attenuationmultichannel sparse reflectivity inversiongroup sparse norm

《石油地球物理勘探》 2026 (2)

358-367,10

本项研究受国家重点研发计划项目"CO2 驱油及封存安全监测技术"(2023YFB4104202)和中国海洋石油集团项目"基于分布式计算技术的地震处理平台建设及成像系统集成应用"(KJZH-2024-1907)联合资助.

10.13810/j.cnki.issn.1000-7210.20250120

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