Intelligent gather optimization for radial interpolation seismic gathers using the multi-objective mayfly algorithm

Abstract As a special type of azimuth-based pre-stack seismic gather, the optimization of radial interpolation offset gathers differs from conventional pre-stack offset gather process, with the key focus being the determination of stack coefficients across multiple azimuths. Based on this, this stud...

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Veröffentlicht in:Journal of geophysics and engineering Jg. 22; H. 6; S. 1710 - 1730
Hauptverfasser: Zhang, Wei, Yan, Songhong, Liao, Zheyuan, Sun, Weiyu, Xu, Pengyu, Sun, Shoubang
Format: Journal Article
Sprache:Englisch
Veröffentlicht: Oxford University Press 01.12.2025
Schlagworte:
MMA
seismic gather optimization
radial interpolation seismic
optimal stack coefficient
ISSN:1742-2132, 1742-2140
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Zusammenfassung:Abstract As a special type of azimuth-based pre-stack seismic gather, the optimization of radial interpolation offset gathers differs from conventional pre-stack offset gather process, with the key focus being the determination of stack coefficients across multiple azimuths. Based on this, this study systematically integrates conventional gather optimization techniques such as filtering, inverse Q filtering, generalized Wiener–Levinson deconvolution, and gather flattening. Multiple sub-objective functions were established for gathers at different azimuths and angles, and both single-objective and multi-objective mayfly algorithm were applied for optimization, introducing the concept of the “optimal stack coefficient.” The results demonstrate that the proposed method significantly improves seismic data resolution and enhances the correlation between well-side seismic gathers and synthetic records, while maintaining consistent amplitude versus offset characteristics before and after optimization. Ultimately, this research provides a theoretical foundation and technical support for the processing of radial-interpolated pre-stack offset gathers.
ISSN:1742-2132
1742-2140
DOI:10.1093/jge/gxaf103