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A fast amplitude preserving three-parameter 3D parabolic Radon transform and its application on multiple attenuation

摘要:Seismic wavefields propagate through three-dimensional (3D) space, and their precise characterization is crucial for understanding subsurface structures. Traditional 2D algorithms, due to their limitations, are insufficient to fully represent three-dimensional wavefields. The classic 3D Radon transform algorithm assumes that the wavefield's propagation characteristics are consistent in all directions, which often does not hold true in complex underground media. To address this issue, we present an improved 3D three-parameter Radon algorithm that considers the wavefield variation with azimuth and provides a more accurate wavefield description. However, introducing new parameters to describe the azimuthal variation also poses computational challenges. The new Radon transform operator involves five variables and cannot be simply decomposed into small matrices for efficient computation; instead, it requires large matrix multiplication and inversion operations, significantly increasing the computational load. To overcome this challenge, we have integrated the curvature and frequency parameters, simplifying all frequency operators to the same, thereby significantly improving computation efficiency. Furthermore, existing transform algorithms neglect the lateral variation of seismic amplitudes, leading to discrepancies between the estimated multiples and those in the data. To enhance the amplitude preservation of the algorithm, we employ orthogonal polynomial fitting to capture the amplitude spatial variation in 3D seismic data. Combining these improvements, we propose a fast, amplitude-preserving, 3D three-parameter Radon transform algorithm. This algorithm not only enhances computational efficiency while maintaining the original wavefield characteristics, but also improves the representation of seismic data by increasing amplitude fidelity. We validated the algorithm in multiple attenuation using both synthetic and real seismic data. The results demonstrate that the new algorithm significantly improves both accuracy and computational efficiency, providing an effective tool for analyzing seismic wavefields in complex subsurface structures. ? 2024 The Authors

ISSN号:1672-5107

卷、期、页:卷22期1:163-177

发表日期:2025-01-01

期刊分区(SCI为中科院分区):一区

收录情况:SCI(科学引文索引印刷版),CSCD(中国科技引文期刊)(核心),EI(工程索引),SCIE(科学引文索引网络版)

发表期刊名称:PETROLEUM SCIENCE——石油科学(英文版)

通讯作者:廖震

第一作者:马继涛,赵凯歌

论文类型:期刊论文

论文概要:马继涛,赵凯歌,廖震,A fast amplitude preserving three-parameter 3D parabolic Radon transform and its application on multiple attenuation,PETROLEUM SCIENCE——石油科学(英文版),2025,卷22期1:163-177

论文题目:A fast amplitude preserving three-parameter 3D parabolic Radon transform and its application on multiple attenuation

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