基于数字滤波的低频信息可控约束波阻抗反演OA
Digital filtering based impedance inversion with controllable low-frequency constraints
地震数据通常缺失 0~5 Hz 的低频信息,如何有效补偿这些信息是提高地震反演客观准确性的一个重要环节.因此,提出了一种基于数字滤波的低频信息可控约束波阻抗反演方法.首先,建立初步的反演目标函数,实现反演结果合成记录与地震数据的匹配,以及反射系数的正则化约束;其次,将数字滤波加入反演目标函数,在反演迭代过程中用数字滤波器分别对宽频带地质模型和反演结果进行低通滤波,将反演结果的低频信息向地质模型的低频信息靠近,从而实现对反演结果的模型约束.模型验证和实际应用均表明,与现有的波阻抗反演方法相比,文中方法仅使用地质模型的低频信息约束反演结果的低频信息,不影响反演结果的中、高频信息,并且通过数字滤波器控制低频信息的频率成分,为地震反演提供了一种低频约束新思路,有效提高了地质模型应用的灵活性及波阻抗反演结果的分辨率和准确性.
Seismic data generally lacks low-frequency information in a range of 0-5 Hz,so how to effectively compensate for such information constitutes a critical step in improving the objective accuracy of seismic inver-sion.To this end,this paper proposes a digital filtering-based impedance inversion method with controllable low-frequency constraints.First,an inversion objective function is established to match synthetic seismogram de-rived from inversion results with seismic data and impose regularization constraints on reflection coefficients.Second,digital filtering is integrated into the objective function.During inversion iterations,low-pass filters are separately applied to the broadband geological model and inversion results by digital filter,so as to force the low-frequency information of inversion results to conform to that of the geological model.Therefore,the model-driven constraints on inversion results are achieved.Both model test and field application demonstrate that,com-pared with the existing impedance inversion methods,the proposed method only uses the low-frequency informa-tion of the geological model to constrain the low-frequency information of inversion results without distorting the mid-frequency and high-frequency information.Moreover,by regulating the frequency components of low-frequency information via a digital filter,this method offers a novel low-frequency constraint strategy for seis-mic inversion,which effectively enhances the application flexibility of geological models and improves the reso-lution and accuracy of impedance inversion results.
杨培杰;修金磊;王长江;罗红梅
中国石化胜利油田分公司勘探开发研究院,山东 东营 257015中国石化胜利油田分公司勘探开发研究院,山东 东营 257015中国石化胜利油田分公司勘探开发研究院,山东 东营 257015中国石化胜利油田分公司勘探开发研究院,山东 东营 257015
天文与地球科学
宽频带地质模型数字滤波地质模型低频信息低频可控约束
broadband geological modeldigital filteringlow-frequency information of geological modelcon-trollable low-frequency constraint
《石油地球物理勘探》 2026 (2)
368-375,8
本项研究受中国石化科技项目"基于大数据的三维构造解释集成应用关键技术研究"(P25034)资助.
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