Journal of Jilin University(Earth Science Edition) ›› 2016, Vol. 46 ›› Issue (5): 1550-1560.doi: 10.13278/j.cnki.jjuese.201605303

Previous Articles     Next Articles

Influence Factors and Strategy of Inversion for Density of Acoustic Full Waveform Inversion with Variable Density

Zhang Guangzhi, Sun Changlu, Pan Xinpeng, Zhang Zhiming, Jiang Lanjie, Yin Xingyao   

  1. School of Geosciences, China University of Petroleum(Eastern China), Qingdao 266580, Shandong, China
  • Received:2016-01-08 Online:2016-09-26 Published:2016-09-26
  • Supported by:

    Supported by the State Key Development Program for Basic Research of China (2013CB228604, 2014CB239201) and Major National Oil and Gas Projects(2016ZX05027004-001,2016ZX05002-005-09HZ)

PDF (PC)

670

Abstract:

The density can be used to predict saturation of reservoir fluid, obtaining the reliable density parameters has become an important consideration for full waveform inversion. In order to get more stable result of density, this paper studied the effecting factors for density from four aspects: frequency, the initial model of velocity and density and simultaneous inversion with density and velocity. According to the research results,this paper had get relatively stable inversion strategy: velocity is inversed with fixed density and then the wave equation is got without density, thus the accurate velocity model can be obtained. When the inversed velocity is treated as initial velocity model, the velocity and density can be simultaneously inversed which might reduced the effect of velocity on density better. The tests of theoretical model had shown the validity of this strategy.

Key words: variable density, full waveform inversion, frequency

CLC Number: 

  • P631.4

[1] Tarantola A. Inversion of Seismic Reflection Data in the Acoustic Approximation[J]. Geophysics, 1984,49(8):1259-1266.

[2] Mora P. Nonlinear Two-Dimensional Elastic Inversion of Multioffset Seismic Data[J]. Geophysics,1987,52(9):1211-1228.

[3] Pratt R G, Shin C, Hick G J. Gauss-Newton and Full Newton Methods in Frequency-Space Seismic Waveform Inversion[J]. Geophysical Journal International,1998,133(2):341-362.

[4] Brossier R, Operto S, Virieux J. Seismic Imaging of Complex Onshore Structures by 2D Elastic Frequency-Domain Full-Waveform Inversion[J]. Geophysics,2009,74(6):WCC105-WCC118.

[5] Jeong W, Lee H Y, Min D J. Full Waveform Inversion Strategy for Density in the Frequency Domain[J]. Geophysical Journal International,2012,188(3):1221-1242.

[6] Bai J, Yingst D. Q Estimation Through Waveform Inversion[C]//75th EAGE Conference & Exhibition Incorporating. London:EAGE,2013:Th-10-01.

[7] Operto S, Virieux J, Ribodetti A, et al. Finite-Difference Frequency-Domain Modeling of Viscoacoustic Wave Propagation in 2D Tilted Transversely Isotropic (TTI) Media[J]. Geophysics, 2009, 74(5):T75-T95.

[8] Plessix R E, Rynja H. VTI Full Waveform Inversion:A Parameterization Study with a Narrow Azimuth Streamer Data Example[C]//2010 SEG Annual Meeting.[S.l.]:SEG,2010:962-966.

[9] Plessix R E, Milcik P, Rynja H, et al. Multiparameter Full-Waveform Inversion:Marine and Land Examples[J]. The Leading Edge, 2013, 32(9):1030-1038.

[10] Operto S, Gholami Y, Prieux V, et al. A Guided Tour of Multiparameter Full-Waveform Inversion with Multicomponent Data:From Theory to Practice[J]. The Leading Edge, 2013, 32(9):1040-1054.

[11] Bai Jianyong,Yingst D.Simultaneous Inversion of Velocity and Density in Time-Domain Full Waveform Inversion[C]//2014 SEG Annual Meeting.[S.l.]:Society of Exploration Geophysicists, 2014.

[12] Przebindowska A, Kurzmann A, Köhn D, et al. The Role of Density in Acoustic Full Waveform Inversion of Marine Reflection Seismics[C]//74th EAGE Conference & Exhibition.[S. l.]:EAGE, 2012:W027.

[13] Forgues E, Lambaré G. Parameterization Study for Acoustic and Elastic Ray Plus Born Inversion[J]. Journal of Seismic Exploration, 1997, 6(2/3):253-277.

[14] Jeong W, Min D J. Application of Acoustic Full Waveform Inversion for Density Estimation[C]//2012 SEG Annual Meeting.[S. l.]:Society of Exploration Geophysicists, 2012.

[15] Davis T A. Algorithm 832:UMFPACK V4.3:An Unsymmetric-Pattern Multifrontalmethod[J]. ACM Transactions on Mathematical Software (TOMS), 2004, 30(2):196-199.

[16] 杨积忠,刘玉柱,董良国. 变密度声波方程多参数全波形反演策略[J]. 地球物理学报,2014,57(2):628-643. Yang Jizhong,Liu Yuzhu,Dong Liangguo. A Mmulti-Parameter Full Waveform Inversion Strategy for Acoustic Media with Variable Density[J]. Chinese Journal of Geophysics, 2014,57(02):628-643.

[17] 张广智,杜炳毅,陈怀震,等.纵横波弹性阻抗联合反演方法[J].吉林大学学报(地球科学版),2014,44(5):1695-1704. Zhang Guangzhi, Du Bingyi, Chen Huaizhen, et al. Joint Inversion of PP and PS Waves Elastic Impedance[J]. Journal of Jilin University (Earth Science Edition), 2014, 44(5):1695-1704.

[18] 刘璐,刘洪,张衡,等. 基于修正拟牛顿公式的全波形反演[J].地球物理学报,2013, 56(7):2447-2451. Liu Lu, Liu Hong, Zhang Heng, et al. Full Waveform Inversion Based on Modified Quasi-Newton Equation[J]. Chinese Journal of Geophysics, 2013, 56(7):2447-2451.

[19] 曹书红,陈景波.频率域全波形反演中关于复频率的研究[J]. 地球物理学报,2014,57(7):2302-2313. Cao Shuhong, Chen Jingbo.Studies on Complex Frequencies in Frequency Domain Full Waveform Inversion[J]. Chinese Journal of Geophysics, 2014, 57(7):2302-2313.

[20] 刘国峰,刘洪,孟小红,等. 频率域波形反演中与频率相关的影响因素分析[J].地球物理学报,2012,55(4):1345-1353. Liu Guofeng, Liu Hong, Meng Xiaohong, et al. Frequency-Related Factors Analysis in Frequency Domain Waveform Inversion[J]. Chinese Journal of Geophysics, 2012,55(4):1345-1353.
[1] Cui Yang, Liu Yang, Li Peng, Liu Lu, Chen Jiawei. Threshold Denoising Method for Marine Controlled-Source Electromagnetic Dipole Vibration Noise in Time-Frequency Domain [J]. Journal of Jilin University(Earth Science Edition), 2026, 56(3): 1038-1050.
[2] Zhang Yangyang, Du Wei.

Adaptive Finite Element Method for Audio-Frequency Magnetotelluric Forward Modeling Based on Super Convergent Patch Recovery [J]. Journal of Jilin University(Earth Science Edition), 2026, 56(2): 673-683.

[3] Liu Changsheng, Gao Fei. A Detection Method for Polarization Effects in Deep Formations Based on the Ground-Air Frequency-Domain Electromagnetic Method [J]. Journal of Jilin University(Earth Science Edition), 2026, 56(1): 366-376.
[4] Ding Qianlong, Shen Jinsong, Chen Shuangquan, Ran Shang, Long Gang.  Frequency-Domain Propagation Matrix Method for Seismic AVA Multi-Parameter Inversion [J]. Journal of Jilin University(Earth Science Edition), 2025, 55(3): 957-969.
[5] Zhou Kunchao, , Wang Zhiyuan, Zhai Jinbang, Zhang Ze, Meng Xiangxi, Yuan Mingyang.

Migration Law of Ice-Water Phase Transition in Near-Phase Transition Zone Under Vibrational Loading [J]. Journal of Jilin University(Earth Science Edition), 2025, 55(2): 550-562.

[6] Xing Huiting , Feng Xuan, Liu Cai, Guo Zhiqi, Pang Shuo, Qiao Hanqing, .

Based on Bayesian Frequency-Dependent AVO Inversion for Multiple Fracture Parameters Prediction in Fractured Reservoirs [J]. Journal of Jilin University(Earth Science Edition), 2025, 55(2): 657-669.

[7] Xu Xinghua, Xiao Shuangsu, Feng Hangjian, Lü Qing. Hydrodynamic Erosion Initiation Mechanism and Dynamic Monitoring of Low Frequency Gully Debris Flow [J]. Journal of Jilin University(Earth Science Edition), 2024, 54(3): 919-932.
[8] Wang Peng, Shao Guangzhou, Heng Xiangtian, Lan Dixuan, Wang Guoshun, Huo Keyu.  Rayleigh Wave Field Simulation and H/V Spectral Ratio Detection on Landslide Surface [J]. Journal of Jilin University(Earth Science Edition), 2024, 54(3): 1031-1041.
[9] Liu Cai, Shang Yaoda, Lu Qi, Xu Yangyang. Variational Mode Decomposition for GPR Signal Denoise [J]. Journal of Jilin University(Earth Science Edition), 2024, 54(3): 1042-1053.
[10] Chen Liang, Zhang Tianyu, Wang Yanzhang, Zhou Haigen, Jiang Chuandong, .

Amplitude Extraction of Ground-Airborne Frequency-Domain Electromagnetic Signals Based on Synchroextracting Transform [J]. Journal of Jilin University(Earth Science Edition), 2024, 54(2): 647-654.

[11] Wan Xiaojie, Gong Xiangbo, Cheng Qiao, Yu Minghao.

Eliminating Low-Frequency Noise in Reverse-Time Migration Based on DeCNN

#br# [J]. Journal of Jilin University(Earth Science Edition), 2023, 53(5): 1593-1601.

[12] Yan Haiyang, Zhou Hui, Liu Haibo, Xu Zhaohong, Sun Zandong, Liu Zhao, Luo Minxue. Frequency Division Compression Technology of Prestack Seismic Data Based on EZW Algorithm [J]. Journal of Jilin University(Earth Science Edition), 2023, 53(4): 1238-1238.
[13] Zhang Yan , Liu Xiaoqiu, Li Jie, Dong Hongli, . Seismic Data Reconstruction Based on Joint Time-Frequency Deep Learning [J]. Journal of Jilin University(Earth Science Edition), 2023, 53(1): 283-296.
[14] Han Li, Xu Tiexiao, Jin Shengxi, Dong Wenyu, Ji Yanju.

Numerical Simulation of Seismoelectric Response in Frequency Domain Based on Double Electric Layer Model [J]. Journal of Jilin University(Earth Science Edition), 2022, 52(3): 737-743.

[15] Li Jianhua, Lin Pinrong, Zhang Qiang, Zheng Caijun, Sun Fuwen, Ding Weizhong, Zhou Haitao, , Qi Fangshuai, , Liu Xinzhuo, .

Research and Application of Key Technology of Controlled Source Electromagnetic Method [J]. Journal of Jilin University(Earth Science Edition), 2022, 52(3): 713-724.

Viewed
Full text


Abstract

Cited
  Shared   
  Discussed   
[1] YU Ping， LI Rui-lei， FU Lei， HAO Xue， ZHANG Xiang-jun，LIAN Guo-fen. Regional Tectonic Characteristics and Significance of North Harbin Area in Songliao Basin: Evidenced from Long Seismic Profiles[J]. J4, 2005, 35(05): 611 -615 .
[2] ZHANG Yuan-qing, SONG Bing-zhong, WANG Yu-fu, ZHANG Ning. Metallogenetic Rules and Prediction of Gold Deposits Around Tongshi Complex,Western Shandong Province[J]. J4, 2010, 40(6): 1287 -1294 .
[3] LI Jian-ping, LI Tong-lin, ZHANG Hui, XU Kai-jun. Study and Application of the TEM Forward and Inversion Problem of Irregular Loop Source over the Layered Medium[J]. J4, 2005, 35(06): 790 -0795 .
[4] GAO Song，SONG Ying，WANG Lin，JIANG Buxin. Study on the Screening and Characterization of Special Effective Bacteria of Degrading Thiuram in the Waterbody[J]. J4, 2006, 36(03): 455 -457 .
[5] ZHANG Feng-jun, LI Qing, MA Jiu-tong, YU Guang-ju. Experimental Study on Treatment of Furfural Wastewater with Membrane Distillation[J]. J4, 2006, 36(02): 270 -0273 .
[6] LU Shuang-fang, LI Ji-jun, XUE Hai-tao, XU Li-heng. Chemical Kinetics of Carbon Isotope Fractionation of Oil-Cracking Methane and Its Initial Application[J]. J4, 2006, 36(05): 825 -829 .
[7] DING Zhi-hong,FENG Ping,MAO Hui-hui. Research and Application of a Method Considering Runoff Distribution Through A Year During Partitioning Runoff into Abundant and Low State[J]. J4, 2009, 39(2): 276 -0280 .
[8] REN He-jun, LIU Na, GAO Song,ZHANG Lan-ying，ZHANG Yu-ling，ZHOU Rui. Degradation of Polychlorinated Biphenyls and Confirm of bphA1 Gene Core by Pseudomonas DN2[J]. J4, 2009, 39(2): 312 -0316 .
[9] Huang Qibo, Qin Xiaoqun, Liu Pengyu, Kang Zhiqiang, Tang Pingping. Applicability of Karst Carbon Sinks Calculation Methods in Semi-Arid Climate Environment[J]. Journal of Jilin University(Earth Science Edition), 2015, 45(1): 240 -246 .
[10] Xiong Xiaoliang，Sun Hongyue，Zhang Shihua，Cai Yueliang. Analysis of Condition of Ensuring High-Lift Siphon Drainage and Numerical Simulation of Choice of Optimum Diameter[J]. Journal of Jilin University(Earth Science Edition), 2014, 44(5): 1595 -1601 .
Copyright © Journal of Jilin University(Earth Science Edition), All Rights Reserved.
Tel: +86-431-88502374；13756165364　E-mail: xuebao1956@jlu.edu.cn
Powered by Beijing Magtech Co. Ltd