Abstract:The time-frequency analysis method has been widely applied in the processing and interpretation of seismic signals for a long time. At present,the oil and gas exploration is exposed to problems such as the small trap size,thin reservoir thickness,and scattered distribution of rich resources. In addition,with the narrow frequency band and low resolution of effective signals in seismic data,high-resolution time-frequency analysis methods are especially required to improve the identification accu-racy of small-scale oil and gas targets. The bilinear time-frequency analysis method of smoothed pseudo Wigner-Ville distribution (SPWVD) has good time-frequency focusing,and the spiral sampling interpolation characteristic of Chrip-Z transform (CZT) can highlight the local details of 3D space. By capitalizing on the advantages of the two,we present a new method,i.e.,the SPWVD-CZT method,to improve the time-frequency resolution of seismic signals. The interpolation calculations of signals are achieved by sampling to raise the number of effective frequency division points,improve the local details of time-frequency distribution,and realize the refinement of spectrum information in the time-frequency domain. The application of si-mulated signal calculation and channel microfacies identification of actual seismic signals shows that the method can effectively improve the time-frequency resolution of seismic signals and develop a new theory for the discovery of small-scale geological bodies and oil-gas development.
李思源, 徐天吉. 基于Wigner-Ville分布与Chrip-Z变换的高分辨时频分析方法[J]. 石油地球物理勘探, 2022, 57(1): 168-175,211.
LI Siyuan, XU Tianji. A new high-resolution time-frequency analysis method based on Wigner-Ville distribution and Chrip-Z transform. Oil Geophysical Prospecting, 2022, 57(1): 168-175,211.
梁狄刚,冉隆辉,戴弹申,等.四川盆地中北部侏罗系大面积非常规石油勘探潜力的再认识[J].石油学报,2011,32(1):8-17.LIANG Digang,RAN Longhui,DAI Tanshen,et al.A re-recognition of the prospecting potential of Jurassic large-area and non-conventional oils in the central-northern Sichuan Basin[J].Acta Petrolei Sinica,2011,32(1):8-17.
[2]
廖群山,胡华,林建平,等.四川盆地川中侏罗系致密储层石油勘探前景[J].石油与天然气地质,2011,32(6):815-822.LIAO Qunshan,HU Hua,LIN Jianping,et al.Petroleum exploration prospects of Jurassic tight reservoirs in Central Sichuan Basin[J].Oil & Gas Geology,2011,32(6):815-822.
庞锐,刘百红,孙成龙.时频分析技术在地震勘探中的应用综述[J].岩性油气藏,2013,25(3):92-96.PANG Rui,LIU Baihong,SUN Chenglong.Review on time-frequency analysis technique and its application in seismic exploration[J].Lithologic Reservoirs,2013,25(3):92-96.
[5]
马见青,李庆春,王美丁.广义S变换在地震勘探中的研究进展[J].物探与化探,2011,35(2):265-269.MA Jianqing,LI Qingchun,WANG Meiding.Some advances of general S transform in seismic exploration[J].Geophysical & Geochemical Exploration,2011,35(2):265-269.
[6]
武迪,宋维琪,刘军,等.变分模态分解与包络导数算子结合的时频分析方法及溶洞储层预测[J].石油地球物理勘探,2021,56(2):346-355.WU Di,SONG Weiqi,LIU Jun,et al.Seismic time-frequency analysis based on VMD and envelope deriva-tive operator for fractured-vuggy reservoir prediction[J].Oil Geophysical Prospecting,2021,56(2):346-355.
[7]
朱秋影,魏国齐,杨威,等.利用时频分析技术预测依拉克构造有利砂体分布[J].石油地球物理勘探,2017,52(3):538-547.ZHU Qiuying,WEI Guoqi,YANG Wei,et al.Favorable sand body prediction based on the time-frequency analysis in Iraqi Structure[J].Oil Geophysical Prospecting,2017,52(3):538-547.
[8]
蒋炼,曾驿,文晓涛,等.基于地震相分析的砂体储层厚度描述[J].断块油气田,2011,18(3):273-276.JIANG Lian,ZENG Yi,WEN Xiaotao,et al.Description of sand thickness based on seismic facies analysis[J].Fault-Block Oil & Gas Field,2011,18(3):273-276.
[9]
张付瑷,陈学华,罗鑫,等.改进的窗参数优化S变换及其在河道检测中的应用[J].石油地球物理勘探,2021,56(4):809-814,881.ZHANG Fuai,CHEN Xuehua,LUO Xin,et al.Improved window parameter optimized S-transform and its application in channel detection[J].Oil Geophysical Prospecting,2021,56(4):809-814,881.
[10]
杨道庆,张永华,罗家群,等.时频分析技术识别泌阳凹陷毕店地区河道砂体[J]. 特种油气藏,2014,22(1):12-15.YANG Daoqing,ZHANG Yonghua,LUO Jiaqun,et al.Channel sandbodys identification by time-frequency analysis in Bidian of Biyang Sag[J].Special Oil & Gas Reservoirs,2014,22(1):12-15.
[11]
DURAK L,ARIKAN O.Short-time Fourier transform:two fundamental properties and an optimal implementation[J].IEEE Transactions Signal Process,2003,51(5):1231-1242.
[12]
SINHA S,ROUTH P S,ANNO P D,et al.Spectral decomposition of seismic data with continuous-wavelet transform[J].Geophysics,2005,70(6):P19-P25.
[13]
SINHA S,ROUTH P,ANNO P.Instantaneous spectral attributes using scales in continuous-wavelet transform[J].Geophysics,2009,74(2):WA137-WA142.
[14]
WANG Y H.Seismic time-frequency spectral decomposition by matching pursuit[J].Geophysics,2007,72(1):V13-V20.
[15]
QIAN S,CHEN D.Discrete Gabor transform[J].IEEE Transactions on Signal Processing,1993,41(7):2429-2438.
[16]
PINNEGAR C R,MANSINHA L.Time-local spectral analysis for non-stationary time series:The S-transform for noisy signals[J]. Fluctuation and Noise Letters,2003,3(3):L357-L364.
张晓燕,彭真明,张萍,等.基于分数阶Wigner-Ville分布的地震信号谱分解[J].石油地球物理勘探,2014,49(5):839-845.ZHANG Xiaoyan,PENG Zhenming,ZHANG Ping,et al.Spectral decomposition of seismic signals based on fractional Wigner-Ville distribution[J].Oil Geophysical Prospecting,2014,49(5):839-845.
[19]
赵培洪,平殿发,邓兵,等.魏格纳-维尔分布交叉项抑制方法综述[J].探测与控制学报,2010,32(1):23-29.ZHAO Peihong,PING Dianfa,DENG Bing,et al.Review of cross-term suppression methods for Wigner-Ville distribution[J].Journal of Detection & Control,2010,32(1):23-29.
[20]
侯伯刚,杨池银,武站国,等.地震属性及其在储层预测中的影响因素[J].石油地球物理勘探,2004,39(5):553-558,574. HOU Bogang,YANG Chiyin,WU Zhanguo. Seismic attributes and its influencing factors in reservoir prediction[J].Oil Geophysical Prospecting,2004,39(5):553-558,574.
[21]
马可,张远安,张开生.CZT和ZFFT频谱细化性能分析及FPGA实现[J].计算机测量与控制,2016,24(2):288-289,303. MA Ke,ZHANG Yuanan,ZHANG Kaisheng.Performance analysis for CZT and ZFFT spectrum zoom and its FPGA realization[J].Computer Measurement & Control,2016,24(2):288-289,303.
[22]
WIGNER E P.On the quantum correction for thermodynamic equilibrium[J]. Physical Review Journals,1932,40(5):749-759.
[23]
赵俊,张朝阳,赖利峰,等.一种基于时频分析的跳频信号参数盲估计方法[J].电路与系统学报, 2003,8(3):46-50. ZHAO Jun,ZHANG Chaoyang,LAI Lifeng,et al.Blind parameter estimation of frequency-hopping signal based on time-frequency analysis[J].Journal of Circuits and Systems,2003,8(3):46-50.
[24]
李华,李尚柏,周维,等.线性调频Z变换在电力谐波分析中的应用[J].电测与仪表,2005,42(3):1-5. LI Hua,LI Shangbo,ZHOU Wei,et al.Chrip-Z transform and its applications in power system harmonic analysis[J].Electrical Measurement & Instrumentation,2005,42(3):1-5.
[25]
罗国安,高少武,魏庚雨,等.Chirp-Z变换谱分析压制地震记录单频干扰[J].石油地球物理勘探,2009,44(2):166-172. LUO Guoan,GAO Shaowu,WEI Gengyu,et al.Suppression of mono-frequency interference on seismic record by Chrip-Z transform spectrum analysis[J].Oil Geophysical Prospecting,2009,44(2):166-172.