A study on algorithm for reconstruction of de-alias uneven seismic data
文献类型:期刊论文
作者 | Liu, XW; Liu, H; Liu, B |
刊名 | CHINESE JOURNAL OF GEOPHYSICS-CHINESE EDITION
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出版日期 | 2004-03-01 |
卷号 | 47期号:2页码:299-305 |
关键词 | Uneven Band-limited Seismic Data Reconstruction Least Square Pre-conditional Conjugate Gradient Dft-weighted Norm Regularization Linear Prediction De-alias |
ISSN号 | 0001-5733 |
文献子类 | Article |
英文摘要 | Spacial trace interpolation is one of the most important issues in seismic data processing. In this paper, a novel Fourier transform based algorithm is proposed, which can reconstruct both uneven and alias seismic data. We formulate band-limited data reconstruction as a minimum norm least squares (LS) type problem where an adaptive DFT-weighted norm regularization term is used. The inverse problem is solved by the pre-conditional conjugate gradient method, which makes the solutions stable and convergence quick. Based on the assumption that seismic data are consisted of finite linear events, and from sampling theorem, alias events can be attenuated via IS weight predicted linearly from low frequency. Three application issues are discussed on even gap trace interpolation, uneven gap filling, and high frequency trace reconstruction from low frequency data trace constrained by few high frequency traces. Both synthetic and real data numerical examples show the proposed method is valid, efficient and applicable. |
WOS关键词 | TRACE INTERPOLATION |
WOS研究方向 | Geochemistry & Geophysics |
语种 | 英语 |
WOS记录号 | WOS:000220590000017 |
出版者 | SCIENCE CHINA PRESS |
源URL | [http://ir.iggcas.ac.cn/handle/132A11/64533] ![]() |
专题 | 中国科学院地质与地球物理研究所 |
通讯作者 | Liu, XW |
作者单位 | 1.Chinese Acad Sci, Inst Geol & Geophys, Beijing 100029, Peoples R China 2.Chinese Acad Sci, Grad Sch, Beijing 100039, Peoples R China 3.Univ Alberta, Dept Phys, Edmonton, AB T6G 2J1, Canada |
推荐引用方式 GB/T 7714 | Liu, XW,Liu, H,Liu, B. A study on algorithm for reconstruction of de-alias uneven seismic data[J]. CHINESE JOURNAL OF GEOPHYSICS-CHINESE EDITION,2004,47(2):299-305. |
APA | Liu, XW,Liu, H,&Liu, B.(2004).A study on algorithm for reconstruction of de-alias uneven seismic data.CHINESE JOURNAL OF GEOPHYSICS-CHINESE EDITION,47(2),299-305. |
MLA | Liu, XW,et al."A study on algorithm for reconstruction of de-alias uneven seismic data".CHINESE JOURNAL OF GEOPHYSICS-CHINESE EDITION 47.2(2004):299-305. |
入库方式: OAI收割
来源:地质与地球物理研究所
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