中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
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
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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