Lithologic Reservoirs ›› 2013, Vol. 25 ›› Issue (3): 92-96.doi: 10.3969/j.issn.1673-8926.2013.03.016

Previous Articles     Next Articles

Review on time-frequency analysis technique and its application in seismic exploration

PANG Rui, LIU Baihong, SUN Chenglong   

  1. Sinopec Geophysical Research Institute, Nanjing 211103, China
  • Online:2013-06-01 Published:2013-06-01

Abstract:

Spectral decomposition techniques can be used to extract some useful information in time-frequency domain which can not be found in conventional time domain, and improve the prediction ability of thin reservoir and lithologic traps. The key point of spectral decomposition is time-frequency analysis. This paper expounded the principle and method of time-frequency analysis technique and its significance to seismic data processing. Some application cases of time-frequency analysis technique in seismic exploration were presented to illustrate the progress of the application of time-frequency analysis in seismic exploration, including spectral decomposition, spectral inversion, waveform classification and frequency splitting processing. From the process we can see that the application of time-frequency analysis technique
in seismic exploration has a fine prospect.

Key words: petroleum geologic characteristics, exploration prospect, Rovuma Basin in East Africa

[1] 刘喜武,宁俊瑞.地震时频属性及其在油气地震地质技术中应用的综述[J].勘探地球物理进展,2009,32(1):18-22.
[2] 路鹏飞,杨长春,郭爱华.频谱成像技术研究进展[J].地球物理学进展,2007,22(5):1517-1521.
[3] 陈雨红,杨长春,曹齐放,等.几种时频分析方法比较[J].地球物理学进展,2006,21(4):1180-1185.
[4] 李振春,刁瑞,韩文功,等.线性时频分析方法综述[J].勘探地球物理进展,2010,33(4):239-246.
[5] Cohen L. Time-frequency distributions—A review[J]. Proceedings of the IEEE,1989,77(7):941-981.
[6] Stockwell R G,Mansinha L,Lowe R P. Localization of the complex spectrum:The S transform[J]. IEEE Transactions on Signal Processing,1996,44(4):998-1001.
[7] 高静怀,陈文超,李幼铭,等.广义S 变换与薄互层地震响应分析[J].地球物理学报,2003,46(4):526-532.
[8] 沈向存,刘文奎,陈杰.基于经验模态分解的Wigner-Ville 时频分布[J].勘探地球物理进展,2009,32(5):321-325.
[9] Mallat S G,Zhang Zhifeng. Matching pursuits with Time-Frequency Dictionaries[J]. IEEE Transactions on Signal Processing,1993,41(12):3397-3415.
[10] Huang N E,Shen Zheng,Long S R,et al.The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis[J]. Proceedings of the Royal Society A,1998,454:903-995.
[11] Gridley J,Partyka G. Processing and interpretational aspects of spectral decomposition [C]. SEG Technical Program Expanded Abstracts,Texas,1997:1055-1058.
[12] Partyka G,Gridley J,Lopez J. Interpretational applications of spectral decomposition in reservoir characterization [J]. The Leading Edge,1999,18(3): 353-360.
[13] Castagna J P,Sun Shengjie,Siegfried R W. Instantaneous spectral analysis: Detection of low-frequency shadows associated with hydrocarbons[J]. The Leading Edge, 2003,22(2):120-127.
[14] Zhao Bo,Johnston D,Gouveia W. Spectral decomposition of 4D seismic data[C]. SEG Annual Meeting,New Orleans,2006:3235-3239.
[15] Chopra S,Castagna J,Portniaguine O. Seismic resolution and thinbed reflectivity inversion[J]. CSEG recorder,2006,31(1):19-25.
[16] Rodriguez J M. Spectral decomposition and inversion:Case study of a production area in the cook inlet basin,Alaska,USA[D].Houston:University of Houston,2009.
[17] Ahmad M N,Rowell P. Application of spectral decomposition and seismic attributes to understand the structure and distribution of sand reservoirs with teritary rift basins of gulf of Thailand[C]. AAPG Annual convention and Exhibition,Long Beach,California,2012.
[18] Zhang Kui,Marfurt K J,Guo Yanxia. Volumetric application of skewed spectra[C]. SEG Annual Meeting,Las Vegas,2008:919-922.
[19] Li Xingong,Jong P L,Sylvester Z,et al. Spectral waveform classifier:Method and examples[C]. SEG Annual Meeting,Denver, 2010:1398-1402.
[20] Chen Maoshan,Wan Zhonghong,Zhang Hongying,et al. Spectral decomposition and derived techniques for clastic reservoir identification and its application[C]. SEG Annual Meeting,Denver,2010:1571-1575.
[21] Jiang Li,Yang Shaoguo,Zhao Mingjin,et al. Frequency-dependent seismic attributes and their application for hydrocarbon detection [C]. SEG Annual Meeting,Denver,2010:1566-1570.
[22] Wang Lingling,Gao Jinghuai,Weng bin,et al. Hydrocarbon detection using adaptive selected spectrum attenuation[C]. SEG Annual Meeting,San Antonio,2011:1958-1962.
[23] de Matos M C,Marfurt K J. Inverse continuous wavelet transform “Deconvolution” [C]. SEG Annual Meeting,San Antonio,2011:1861-1865.
[24] Liu Yang,Formel S. Local time-frequency transform and its application to ground-roll noise attenuation[C]. SEG Annual Meeting,Denver,2010:3711-3716.
[25] Wang Xiongwen,Wang Huazhong,Chen Yunfeng,et al. Sparse local time-frequency (SLTF) decompositions and its application [C].SEG Annual Meeting,San Antonio,2011:3628-3632.
[1] SUN Hui, FAN Guozhang, WANG Hongping, DING Liangbo, ZUO Guoping, MA Hongxia, PANG Xu, XU Xiaoyong. Deep-water sedimentary characteristics and sequence boundary identification of Middle Eocene in Rovuma Basin,East Africa [J]. Lithologic Reservoirs, 2023, 35(6): 106-116.
[2] WU Qingpeng, YANG Zhanlong, YAO Jun, YUAN Cheng, ZHANG Jing. Reservoir forming conditions and exploration prospect of Middle-Lower Jurassic Shuixigou group in northern piedmont belt of Turpan-Hami Basin [J]. Lithologic Reservoirs, 2021, 33(6): 1-11.
[3] ZHAO Xianzheng, WANG Quan, DAN Weining, WANG Wenying, QIAO Xiaoxia, REN Chunling. Exploration discovery and prospects of Cretaceous stratigraphic-lithologic reservoirs in Erlian Basin [J]. Lithologic Reservoirs, 2017, 29(2): 1-9.
[4] Wang Fubin,Ma Chao,An Chuan. Gas exploration prospects of the Upper Paleozoic in Tongxu area,southern North China Basin [J]. Lithologic Reservoirs, 2016, 28(2): 33-40.
[5] KONG Xiangyu. Petroleum geologic characteristics and exploration prospect in Rovuma Basin, East Africa [J]. Lithologic Reservoirs, 2013, 25(3): 21-27.
[6] LI Jingming, LI Dongxu, YANG Dong, MA Shuopeng. Exploration prospect of lithostratigraphic gas reservoirs in China [J]. Lithologic Reservoirs, 2007, 19(4): 1-8.
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
[1] HUANG Sijing,HUANG Peipei,WANG Qingdong,LIU Haonian,WU Meng,ZOU Mingliang. The significance of cementation in porosity preservation in deep-buried sandstones[J]. Lithologic Reservoirs, 2007, 19(3): 7 -13 .
[2] LIU Zhen,CHEN Yanpeng,ZHAO Yang,HAO Qi,XU Xiaoming,CHANG Mai. Distribution and controlling factors of hydrocarbon reservoirs in continental fault basins[J]. Lithologic Reservoirs, 2007, 19(2): 121 -127 .
[3] DING Chao,GUO Lan,YAN Jifu. Forming conditions of Chang 6 reservoir in Anding area of Zichang Oilfield[J]. Lithologic Reservoirs, 2009, 21(1): 46 -50 .
[4] LI Yanshan,ZHANG Zhansong,ZHANG Chaomo,CHEN Peng. Application of mercury injection data to Chang 6 reservoir classification in Changqing area[J]. Lithologic Reservoirs, 2009, 21(2): 91 -93 .
[5] LUO Peng,LI Guorong,SHI Zejin,ZHOU Dazhi,TANG Hongwei,ZHANG Deming. Analysis of sequence stratigraphy and sedimentary facies of M aokou Formation in southeastern Sichuan[J]. Lithologic Reservoirs, 2010, 22(2): 74 -78 .
[6] ZUO Guoping, TU Xiaolong, XIA Jiufeng. Study on volcanic reservoir types in Subei exploration area[J]. Lithologic Reservoirs, 2012, 24(2): 37 -41 .
[7] WANG Feiyu. Method to improve producing degree of thermal recovery horizontal wells and its application[J]. Lithologic Reservoirs, 2010, 22(Z1): 100 -103 .
[8] YUAN Yunfeng,CAI Ye,FAN Zuochun,JIANG Yiyang,QIN Qirong, JIANG Qingping. Fracture characteristics of Carboniferous volcanic reservoirs in Hongche fault belt of Junggar Basin[J]. Lithologic Reservoirs, 2011, 23(1): 47 -51 .
[9] YUAN Jianying, FU Suotang, CAO Zhenglin, YAN Cunfeng,ZHANG Shuichang, MA Dade. Multi-source hydrocarbon generation and accumulation of plateau multiple petroleum system in Qaidam Basin[J]. Lithologic Reservoirs, 2011, 23(3): 7 -14 .
[10] SHI Zhanzhan, HE Zhenhua, WEN Xiaotao, TANG Xiangrong. Reservoir detection based on EMD and GHT[J]. Lithologic Reservoirs, 2011, 23(3): 102 -105 .
TRENDMD: