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全局约束反演多道吸收补偿方法
引用本文:刘金涛,王孝,王小卫,苏勤,刘梦丽,袁焕.全局约束反演多道吸收补偿方法[J].石油地球物理勘探,2021,56(2):273-282.
作者姓名:刘金涛  王孝  王小卫  苏勤  刘梦丽  袁焕
作者单位:中国石油勘探开发研究院西北分院, 甘肃兰州 730030
基金项目:本项研究受中国石油天然气集团公司项目"层间多次波的识别与基于Marchenko自聚焦的压制方法研究"(2019D-500803)资助。
摘    要:基于反演的反Q滤波是目前较为常用的一种地震波吸收补偿方法,该方法通过将L2范数正则化作为纵向约束以提高反演结果的稳定性,但噪声会降低反演的准确性和稳定性。为此,提出了一种基于反演的全局约束多道吸收补偿方法。该方法首先需要根据地震信号的可预测性计算信号预测误差算子,然后将其作为横向约束算子加入到纵向约束单道吸收补偿系统,由单道吸收补偿系统拓展为多道吸收补偿系统。基于反演的全局约束多道吸收补偿方法具有更强的抗噪性和稳定性,可有效减小补偿对于高频噪声的放大效应,提高地震资料的分辨率和信噪比,使地震同相轴横向上更连续。模型数据和实际数据实验结果证实了方法的有效性。

关 键 词:吸收补偿  纵向约束  全局约束  信号预测误差算子  
收稿时间:2020-07-08

Multi-channel absorption compensation method based on global constrained inversion
LIU Jintao,WANG Xiao,WANG Xiaowei,SU Qin,LIU Mengli,YUAN Huan.Multi-channel absorption compensation method based on global constrained inversion[J].Oil Geophysical Prospecting,2021,56(2):273-282.
Authors:LIU Jintao  WANG Xiao  WANG Xiaowei  SU Qin  LIU Mengli  YUAN Huan
Affiliation:Northwest Branch, Research Institute of Petroleum Exploration & Development, PetroChina, Lan-zhou, Gansu 730030, China
Abstract:Inverse Q filtering based on inversion is a commonly used method of seismic wave absorption compensation. This method improves the stability of inversion by using L2 norm regularization as a vertical constraint. However,it is easily disturbed by noises, and noises would reduce the accuracy and stability of inversion. This paper proposes a global-constrained absorption compensation me-thod based on inversion. The method first calculates an error operator to predict seismic signals, and then adds it as a lateral-constrained operator to the vertical-constrained absorption compensation system. This expends the single-trace approach to a multi-trace algorithm. The inversion-based global-constrained absorption compensation method has stronger noise suppresion and stability, and it can effectively reduce the amplification effect of compensation on high-frequency noises, improve the seismic resolution and preserve the spatial conti-nuity of seismic event. Tests on model data and actual data have confirmed the effectiveness of this method.
Keywords:absorption compensation  vertical-constrained  global-constrained  error operator for signal prediction  
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