摘要：Among many multiple attenuation methods, parabolic Radon transform has been widely used due to its efficiency and effectiveness. However, there are two factors that restrict the application of Radon transform: (1) the smearing caused by finite seismic acquisition aperture and discrete sampling of seismic data and (2) the destruction of the amplitude versus offset signature in seismic data. Therefore, a high-order sparse Radon transform in the mixed frequency–time domain with L1–2 minimization is proposed. The L1–2 metric has been proved an unbiased approximation to L0 norm, which helps improve the sparsity and resolution of the Radon model. By combining the orthogonal polynomial transform, which can fit the amplitude variations of seismic data, the amplitude versus offset signature is also considered. Furthermore, the 2D Radon transform is extended to 3D by modifying the augmented Lagrangian in the alternating direction method of multipliers algorithm. Compared with the 2D algorithm, 3D Radon transform considers seismic wave propagation in three dimensions, which can describe the wavefield more accurately. The proposed method is applied to multiple attenuation examples based on both synthetic and real 3D data examples to demonstrate its effectiveness, compared with some existing high-resolution techniques and the corresponding 2D algorithm. ? 2022 European Association of Geoscientists & Engineers.

ISSN号：0016-8025

卷、期、页：v 70,n 4,p655-676

发表日期：2022-05-01

影响因子：1.741900

期刊分区（SCI为中科院分区）：四区

收录情况：SCI（科学引文索引印刷版）,地学领域高质量科技期刊分级目录（国外T2）,EI（工程索引）,SCIE（科学引文索引网络版）

发表期刊名称：Geophysical Prospecting

通讯作者：耿伟恒,徐佳敏,朱光,汤韦

第一作者：李景叶,陈小宏,马继涛

论文类型：期刊论文

论文概要：耿伟恒,李景叶,陈小宏,马继涛,徐佳敏,朱光,汤韦，3D high-order sparse radon transform with L1–2 minimization for multiple attenuation，Geophysical Prospecting，2022，v 70,n 4,p655-676

论文题目：3D high-order sparse radon transform with L1–2 minimization for multiple attenuation