基于Curvelet变换的多尺度性识别裂缝发育带
|
摘要
本文以Curvelet变换为基础,提出了一种预测断层和裂缝发育带的方法。基于Curvelet变换的多尺度性、多方向性和强局部化功能,在曲波域中给出了不同的重构系数,得到突出不同频带和不同方位的地震数据体,然后结合相干体边缘检测技术,对断裂和裂缝发育带及其走向进行预测。通过模型和实际地震资料应用说明了方法的有效性。
Based on Curvelet transform,a new method is proposed in this paper to predict faults and fracture zones.Appling the multi-scale,multi-direction and strong localization characteristics of Curvelet transform,the method gives the different construction coefficients in the Curvelet domain,obtains seismic data with different frequency bands and different directions,and then combines with coherence edge direction to predict fractures and fracture zone strikes.Applications of the method on model data and real seismic data show its effectiveness.
Based on Curvelet transform,a new method is proposed in this paper to predict faults and fracture zones.Appling the multi-scale,multi-direction and strong localization characteristics of Curvelet transform,the method gives the different construction coefficients in the Curvelet domain,obtains seismic data with different frequency bands and different directions,and then combines with coherence edge direction to predict fractures and fracture zone strikes.Applications of the method on model data and real seismic data show its effectiveness.
引文
[1]Palag I and Marfurt K J et al.Carbonate Seismology(First Edition).Society of Geophysicists,Tulsa,1997,1～6
[2]Candès E J and Donoho D L.Curvelet-a SurprisinglyEffective Nonadaptive Representation for Objectswith Edges.TN:Van-derbilt Univ Press,1999
[3]Candès E J.Ridgelets:Theory and Applications.USA:Department of Statistics,Stanford University,1998
[4]CandèsE J and Donoho D L.Ridgelets:a key to higher-dimensional intermittency?Philosophical Transac-tions of the Royal Society of London Series A.Mathe-matical and Physical Sciences,1999,357(1760):2495～2509
[5]Do M N and Vetterli M.The finite ridgelet transformfor image representation.IEEE Transactions on Im-age Processing,2003,12(1):16～28
[6]Donoho D L.Fast Ridgelet Transforms in Dimension2.Stanford Univ Dept Statist,Stanford,CA,TechRep,1997
[7]Candès E J and Donoho D L.New tight frames of cur-velets and optimal representations of objects withpiecewise-C2singularities.Commun on Pure and Ap-pl Math,2004,57(2):219～266
[8]Candès E J,Demanet L and Donoho D L et al.Fastdiscrete curvelet transforms.SLAMMultiscaleModel,Simul,2006,5(3):861～899
[9]Gersztenkorn A and Marfurt K J.Eigenstructure-based coherence computations as an aid to 3-D struc-tural and stratigraphic mapping.Geophysics,1999,64(5):1446～1479
[10]郑静静,印兴耀,张广智.基于Curvelet变换的多尺度分析技术.石油地球物理勘探,2009,44(5):543～547Zheng Jing-jing,Yin Xing-yao and Zhang Guang-zhi.Mult-scale analysis technique based on Curvelettransform.OGP,2009,44(5):543～547
[11]Hudson J A.Wave speeds and attenuation of elasticwaves in material containing cracks.GeophysicalJournal of the Royal Astronomical Society,1981,64(1):133～150
[2]Candès E J and Donoho D L.Curvelet-a SurprisinglyEffective Nonadaptive Representation for Objectswith Edges.TN:Van-derbilt Univ Press,1999
[3]Candès E J.Ridgelets:Theory and Applications.USA:Department of Statistics,Stanford University,1998
[4]CandèsE J and Donoho D L.Ridgelets:a key to higher-dimensional intermittency?Philosophical Transac-tions of the Royal Society of London Series A.Mathe-matical and Physical Sciences,1999,357(1760):2495～2509
[5]Do M N and Vetterli M.The finite ridgelet transformfor image representation.IEEE Transactions on Im-age Processing,2003,12(1):16～28
[6]Donoho D L.Fast Ridgelet Transforms in Dimension2.Stanford Univ Dept Statist,Stanford,CA,TechRep,1997
[7]Candès E J and Donoho D L.New tight frames of cur-velets and optimal representations of objects withpiecewise-C2singularities.Commun on Pure and Ap-pl Math,2004,57(2):219～266
[8]Candès E J,Demanet L and Donoho D L et al.Fastdiscrete curvelet transforms.SLAMMultiscaleModel,Simul,2006,5(3):861～899
[9]Gersztenkorn A and Marfurt K J.Eigenstructure-based coherence computations as an aid to 3-D struc-tural and stratigraphic mapping.Geophysics,1999,64(5):1446～1479
[10]郑静静,印兴耀,张广智.基于Curvelet变换的多尺度分析技术.石油地球物理勘探,2009,44(5):543～547Zheng Jing-jing,Yin Xing-yao and Zhang Guang-zhi.Mult-scale analysis technique based on Curvelettransform.OGP,2009,44(5):543～547
[11]Hudson J A.Wave speeds and attenuation of elasticwaves in material containing cracks.GeophysicalJournal of the Royal Astronomical Society,1981,64(1):133～150
版权所有：© 2023 中国地质图书馆 中国地质调查局地学文献中心