首页|期刊导航|天然气工业|基于改进二维聚合经验模态分解与频率域动态压制的煤层强反射主轴柔性抑制方法

基于改进二维聚合经验模态分解与频率域动态压制的煤层强反射主轴柔性抑制方法OA

Flexible suppression of coal seam strong reflection axis based on improved bi-dimensional ensemble empirical mode decomposition and frequency domain dynamic attenuation

中文摘要英文摘要

海陆过渡相煤岩层系中,通常煤层顶底界面的强波阻抗差异会形成高能量强反射同相轴,屏蔽内部微弱反射与叠前振幅信息,制约煤岩气储层精细刻画与含气性预测.针对这一工程难题,以叠前地震道集为对象,提出融合改进二维聚合经验模态分解(BEEMD)与频率域动态压制(FDDA)的煤层强反射柔性抑制方法.研究结果表明:①通过BEEMD实现多尺度模态分解,构建基于相关性、主频偏移度、强反射时窗能量占比及频谱聚焦率的多属性约束判别机制,建立归一化综合评分函数,实现强反射主控模态的自适应识别;②采用带宽可调的高斯型窗函数进行频率域动态压制,在有效抑制强反射主轴的同时,较好地保留煤层内部微弱反射及其频谱结构;③鄂尔多斯盆地米脂地区的实际应用表明,该方法可显著削弱强反射屏蔽效应,提升微弱反射与叠前AVO特征的可识别性.结论认为,BEEMD-FDDA 一体化方法能有效改善强反射背景下的地震响应质量,为煤层体系内幕结构识别、AVO分析及含气性预测提供可靠数据支撑,也为复杂反射条件下的弱信号增强提供了可行技术路径.

In coal-bearing strata of transitional facies,the strong impedance contrast between the top and bottom interfaces of coal seams can generate high-energy strong reflection events,which significantly shield the weak internal reflections and pre-stack amplitude information,thereby restricting the fine characterization of coal-rock gas reservoirs and the accurate prediction of gas content.To address this engineering challenge,this paper proposes a flexible suppression method integrating improved Bi-dimensional Ensemble Empirical Mode Decomposition(BEEMD)and Frequency Domain Dynamic Attenuation(FDDA)for coal seam strong reflections with pre-stack seismic gathers as the object.The following results are obtained.First,with the application of BEEMD,multi-scale modal decomposition is achieved,a multi-attribute constrained discrimination mechanism based on correlation,dominant frequency shift,energy proportion within the strong-reflection time window,and spectral focusing rate is constructed,and a normalized comprehensive scoring function is established to realize adaptive identification of the dominant modal of strong reflections.Second,the FDDA based on bandwidth-adjustable Gaussian window function can effectively suppress the strong reflection axis while maximally preserving the weak internal reflections of the coal seam and their spectral structure.Third,the field application of the proposed method in the Mizhi area of the Ordos Basin demonstrates that it can significantly reduce the shielding effect of strong reflections,and improve the identifiability of weak reflections and pre-stack AVO characteristics.In conclusion,the BEEMD-FDDA integrated method can effectively improve the quality of seismic responses under strong reflection-dominated backgrounds,so as to provide reliable data support for coal seam internal structure identification,AVO analysis,and gas content prediction,and offer a feasible technical pathway for weak signal enhancement under complex reflection conditions.

李斐;张盟勃;陈娟;倪娜;张庆洲;陶钰;蒋旭东

中国石油长庆油田公司勘探开发研究院||低渗透油气田勘探开发国家工程实验室中国石油长庆油田公司勘探开发研究院||低渗透油气田勘探开发国家工程实验室中国石油长庆油田公司勘探开发研究院||低渗透油气田勘探开发国家工程实验室中国石油长庆油田公司勘探开发研究院低渗透油气田勘探开发国家工程实验室中国石油长庆油田公司地球物理部成都理工大学地球物理学院

能源科技

BEEMDFDDA强反射煤岩气AVO特征鄂尔多斯盆地

BEEMDFDDAStrong reflectionCoal-rock gasAVO characteristicsOrdos Basin

《天然气工业》 2026 (4)

72-83,12

10.3787/j.issn.1000-0976.2026.04.006

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