YAN Zhonghui, XU Huaning, LI Panfeng, LIU Hong, YANG Jiajia, CHEN Shanshan, YANG Chuangsheng. Research of compensation method for formation Q value based on HHT method[J]. Marine Geology & Quaternary Geology, 2020, 40(1): 175-183. DOI: 10.16562/j.cnki.0256-1492.2018100901
Citation: YAN Zhonghui, XU Huaning, LI Panfeng, LIU Hong, YANG Jiajia, CHEN Shanshan, YANG Chuangsheng. Research of compensation method for formation Q value based on HHT method[J]. Marine Geology & Quaternary Geology, 2020, 40(1): 175-183. DOI: 10.16562/j.cnki.0256-1492.2018100901

Research of compensation method for formation Q value based on HHT method

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  • Received Date: October 08, 2018
  • Revised Date: April 15, 2019
  • Available Online: January 14, 2020
  • The conventional Q-value compensation method based on post-stack seismic data is affected by the data average effect, and the estimation accuracy of Q value is always low that results in poor fidelity. Fortunately, the HHT time-frequency analysis may reflect the local information of the signal. Therefore, this paper proposed a formation Q-value compensation method based on HHT. First, using the HHT spectral decomposition technology to divide the shallow, medium and deep seismic data into different frequency ranges, and the seismic data for different target layer frequency scales are acquired. Then, the Q value is extracted with spectral ratio method from the HHT time-frequency domain, and finally, the formation Q amplitude compensation and phase compensation are respectively realized. The method may decompose seismic data into different frequency scales for different target strata, avoid interference between different frequency information components, effectively deal with the frequency information of the target layer, and improve the stability of formation Q value extraction. Trial model calculation and practical data application demonstrate that the method can effectively compensate the amplitude and phase, restore the mid-deep reflection waveform, improve the main frequency, widen the frequency band, and improve the quality of seismic data.
  • [1]
    李振春, 王清振. 地震波衰减机理及能量补偿研究综述[J]. 地球物理学进展, 2007, 22(4):1147-1152. [LI Zhenchun, WANG Qingzhen. A review of research on mechanism of seismic attenuation and energy compensation [J]. Progress in Geophysics, 2007, 22(4): 1147-1152. doi: 10.3969/j.issn.1004-2903.2007.04.021
    [2]
    王珺, 杨长春, 乔玉雷. 用稳定高效的反Q滤波技术提高地震资料分辨率[J]. 地球物理学进展, 2008, 23(2):456-463. [WANG Jun, YANG Changchun, QIAO Yulei. Improve the seismic resolution with a stable and efficient inverse Q filter [J]. Progress in Geophysics, 2008, 23(2): 456-463.
    [3]
    Hale D. Q-adaptive deconvolution[C]//Proceedings of 1982 SEG Annual Meeting. Dallas, Texas: Society of Exploration Geophysicists, 1982: 133-158.
    [4]
    Bickel S H, Natarajan R R. Plane-wave Q deconvolution [J]. Geophysics, 1985, 50(9): 1426-1439. doi: 10.1190/1.1442011
    [5]
    Hargreaves N D, Calvert A J. Inverse Q filtering by Fourier transform [J]. Geophysics, 1991, 56(4): 519-527. doi: 10.1190/1.1443067
    [6]
    Bano M. Q-phase compensation of seismic records in the frequency domain [J]. Bulletin of the Seismological Society of America, 1996, 86(4): 1179-1186.
    [7]
    Wang Y H. A stable and efficient approach of inverse Q filtering [J]. Geophysics, 2002, 67(2): 657-663. doi: 10.1190/1.1468627
    [8]
    Wang Y H. Quantifying the effectiveness of stabilized inverse Q filtering [J]. Geophysics, 2003, 68(1): 337-345. doi: 10.1190/1.1543219
    [9]
    Wang Y H. Inverse Q-filter for seismic resolution enhancement [J]. Geophysics, 2006, 71(3): V51-V60. doi: 10.1190/1.2192912
    [10]
    Yan H Y, Liu Y. Estimation of Q and inverse Q filtering for prestack reflected PP-and converted PS-waves [J]. Applied Geophysics, 2009, 6(1): 59-69. doi: 10.1007/s11770-009-0009-y
    [11]
    刘财, 刘洋, 王典, 等. 一种频域吸收衰减补偿方法[J]. 石油物探, 2005, 44(2):116-118. [LIU Cai, LIU Yang, WANG Dian, et al. A method to compensate strata absorption and attenuation in frequency domain [J]. Geophysical Prospecting for Petroleum, 2005, 44(2): 116-118. doi: 10.3969/j.issn.1000-1441.2005.02.005
    [12]
    Zhang C J, Ulrych T J. Seismic absorption compensation: a least squares inverse scheme [J]. Geophysics, 2007, 72(6): R109-R114. doi: 10.1190/1.2766467
    [13]
    王本锋, 陈小宏, 李景叶, 等. 基于反演的稳定高效衰减补偿方法[J]. 地球物理学报, 2014, 57(4):1265-1274. [WANG Benfeng, CHEN Xiaohong, LI Jingye, et al. A stable and efficient attenuation compensation method based on inversion [J]. Chinese Journal of Geophysics, 2014, 57(4): 1265-1274. doi: 10.6038/cjg20140423
    [14]
    叶秋焱, 崔宏良, 叶玮, 等. 一种基于叠前数据的综合Q值求取及应用[J]. 石油地球物理勘探, 2017, 52(2):304-308. [YE Qiuyan, CUI Hongliang, YE Wei, et al. Integrated Q-value estimation based on prestack seismic data [J]. Oil Geophysical Prospecting, 2017, 52(2): 304-308.
    [15]
    Gao J H, Yang S L, Wang D X, et al. Quality factors estimation using wavelet’s envelope peak instantaneous frequency[C]//2009 SEG Annual Meeting. Houston, Texas: SEG, 2009: 2457-2461.
    [16]
    Wang X J, Yin X Y, Wu G C. Estimation of layer quality factors from pre-stack seismic data[C]//Proceedings of the 80th Annual International Meeting. Denver, Colorado: SEG, 2010: 192-196.
    [17]
    Zhang F C, Zhang Y Y, Liu H Q. Seismic wave absorption attenuation compensation based on the matching pursuit algorithm[C]// (2015)SEG Technical Program Expanded Abstracts: 5179-5183.
    [18]
    王文闯, 李合群. 混合法Q吸收补偿[J]. 石油地球物理勘探, 2012, 47(2):244-248. [WANG Wenchuang, LI Hequn. A hybrid method for Q-compensation [J]. Oil Geophysical Prospecting, 2012, 47(2): 244-248.
    [19]
    李金丽, 李振春, 管路平, 等. 地震波衰减及补偿方法[J]. 物探与化探, 2015, 39(3):456-465. [LI Jinli, LI Zhenchun, GUAN Luping, et al. Seismic wave attenuation and compensation method [J]. Geophysical and Geochemical Exploration, 2015, 39(3): 456-465. doi: 10.11720/wtyht.2015.3.04
    [20]
    Battista B M, Knapp C, McGee T, et al. Application of the empirical mode decomposition and Hilbert-Huang transform to seismic reflection data [J]. Geophysics, 2007, 72(2): H29-H37. doi: 10.1190/1.2437700
    [21]
    Huang N E. Computer implicated empirical mode decomposition method, apparatus, and article of manufacture: US, U.S. Patent, 5983162[P]. 1996.
    [22]
    Mijovic B, De Vos M, Gligorijevic I, et al. Source separation from single-channel recordings by combining empirical-mode decomposition and independent component analysis [J]. IEEE Transactions on Biomedical Engineering, 2010, 57(9): 2188-2196. doi: 10.1109/TBME.2010.2051440
    [23]
    颜中辉, 栾锡武, 王赟, 等. 基于经验模态分解的分数维地震随机噪声衰减方法[J]. 地球物理学报, 2017, 60(7):2845-2857. [YAN Zhonghui, LUAN Xiwu, WANG Yun, et al. Seismic random noise attenuation based on empirical mode decomposition of fractal dimension [J]. Chinese Journal of Geophysics, 2017, 60(7): 2845-2857. doi: 10.6038/cjg20170729
    [24]
    梁岳, 顾汉明, 姚知铭. 改进的希尔伯特-黄变换在储层预测中的应用[J]. 石油物探, 2016, 55(4):606-615. [LIANG Yue, GU Hanming, YAO Zhiming. Application of improved Hilbert-Huang transform in reservoir prediction [J]. Geophysical Prospecting for Petroleum, 2016, 55(4): 606-615. doi: 10.3969/j.issn.1000-1441.2016.04.016
    [25]
    颜中辉, 方刚, 徐华宁, 等. 希尔伯特谱白化方法在海洋地震资料高分辨率处理中的应用[J]. 海洋地质与第四纪, 2018, 38(4):212-220. [YAN Zhonghui, FANG Gang, XU Huaning, et al. The application of Hilbert spectral whitening method to high resolution processing of marine seismic data [J]. Marine Geology & Quaternary Geology, 2018, 38(4): 212-220.
    [26]
    Braga L L S, Moraes F S. High-resolution gathers by inverse Q filtering in the wavelet domain [J]. Geophysics, 2013, 78(2): V53-V61. doi: 10.1190/geo2011-0508.1
    [27]
    杨凯, 刘伟. 基于希尔伯特—黄变换的地震资料高分辨率处理[J]. 工程地球物理学报, 2015, 12(1):22-26. [YANG Kai, LIU Wei. The marine seismic data high resolution processing based on Hilbert-Huang transform [J]. Chinese Journal of Engineering Geophysics, 2015, 12(1): 22-26. doi: 10.3969/j.issn.1672-7940.2015.01.005
    [28]
    王小杰, 印兴耀, 吴国忱. 基于叠前地震数据的地层Q值估计[J]. 石油地球物理勘探, 2011, 46(3):423-428. [WANG Xiaojie, YIN Xingyao, WU Guochen. Estimation of stratigraphic quality factors on pre-stack seismic data [J]. Petroleum Geophysical Prospecting, 2011, 46(3): 423-428.
    [29]
    李合群, 孟小红, 赵波. 地震数据Q吸收补偿应用研究[J]. 石油地球物理勘探, 2010, 45(2):190-195, 229. [LI Hequn, MENG Xiaohong, ZHAO Bo. Application studies on Q absorption and compensation for seismic data [J]. Petroleum Geophysical Prospecting, 2010, 45(2): 190-195, 229.
    [30]
    杨学亭, 刘财, 刘洋, 等. 基于连续小波变换的时频域地震波能量衰减补偿[J]. 石油物探, 2014, 53(5):1001-1441. [YANG Xueting, LIU Cai, LIU Yang, et al. The attenuation compensation of seismic wave energy in time-frequency domain based on the continuous wavelet transform [J]. Geophysical Prospecting for Petroleum, 2014, 53(5): 1001-1441.
    [31]
    安静娟, 于亮. 一种改进的Q值求取方法[J]. 长江大学学报: 自科版, 2014, 11(2):90-91, 101. [AN Jingjuan, YU Liang. An improved method for obtaining Q value [J]. Journal of Yangtze University: Natural Science Edition, 2014, 11(2): 90-91, 101.
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