• 中国出版政府奖提名奖

    中国百强科技报刊

    湖北出版政府奖

    中国高校百佳科技期刊

    中国最美期刊

    Volume 42 Issue 9
    Sep.  2017
    Turn off MathJax
    Article Contents
    Cai Wei, Song Xianhai, Yuan Shichuan, Hu Ying, 2017. A New Misfit Function for Multimode Dispersion Curve Inversion of Rayleigh Waves. Earth Science, 42(9): 1608-1622. doi: 10.3799/dqkx.2017.531
    Citation: Cai Wei, Song Xianhai, Yuan Shichuan, Hu Ying, 2017. A New Misfit Function for Multimode Dispersion Curve Inversion of Rayleigh Waves. Earth Science, 42(9): 1608-1622. doi: 10.3799/dqkx.2017.531

    A New Misfit Function for Multimode Dispersion Curve Inversion of Rayleigh Waves

    doi: 10.3799/dqkx.2017.531
    • Received Date: 2016-12-14
    • Publish Date: 2017-09-15
    • Inversion of the Rayleigh wave dispersion curve can effectively obtain the shear wave velocity and stratum thickness. And the classical inversion of multimode Rayleigh wave dispersion curve requires correct mode identification. However, there may be "mode-kissing" and "mode-jumping" phenomena in the Rayleigh waves when the stratum contains complex structures such as low-velocity soft intercalations or high-speed stiff sandwich layers. These phenomena can easily lead to mode misidentification, and lead to wrong inversion results. At the same time, the classical dispersion curve inversion method needs to seek the roots, which leads to that the nonlinear inversion of Rayleigh wave is slow and the computation time is long. In view of these, the classical Haskell-Thomson dispersion curve forward modeling algorithm is improved, and a novel and effective misfit function is proposed. The misfit function is directly used to fit the dispersion function surface shape of the iterative updating model by using the measured dispersion curve. It is not necessary to assign the multimode dispersion data to a specific mode, which can effectively avoid the mode misidentification in the inversion of multimode Rayleigh wave dispersion curve. And the misfit function does not require the seeking root operation, thus greatly accelerating the nonlinear inversion speed. In this paper, based on the particle swarm optimization algorithm, three theoretical geological models and a certain roadbed test data often encountered in practical work are used to calculate the theoretical model and analyze the example. And the validity and practicability of the new method of Rayleigh wave multimode dispersion curve inversion are verified.

       

    • loading
    • Cui, J.W., 2004.An Improved Global Optimization Method and Its Application to the Inversion of Surface Wave Dispersion Curves. Chinese Journal of Geophysics, 47(3):521-527(in Chinese with English abstract). doi: 10.1007/s11803-007-0592-y
      Dal Moro, G., Pipan, M., Gabrielli, P., 2007.Rayleigh Wave Dispersion Curve Inversion via Genetic Algorithms and Marginal Posterior Probability Density Estimation. Journal of Applied Geophysics, 61(1):39-55.doi:10.10 16/j.jappgeo.2006.04.002
      Fan, Y.H., Liu, J.Q., Xiao, B.X., 2002.Fast Vector-Transfer Algorithm for Computation of Rayleigh Wave Dispersion Curves. Journal of Hunan University(Natural Sciences Edition), 29(5):25-30(in Chinese with English abstract). doi: 10.1007%2Fs11770-014-0430-8.pdf
      Feng, H.J., Zhou, A.G., Yu, J.J., et al., 2016.A Comparative Study on Plum-Rain-Triggered Landslide Susceptibility Assessment Models in West Zhejiang Province. Earth Science, 41(3):403-415 (in Chinese with English abstract). doi: 10.1186/s40677-017-0078-9
      Foti, S., Comina, C., Boiero, D., et al., 2009.Non-Uniqueness in Surface-Wave Inversion and Consequences on Seismic Site Response Analyses. Soil Dynamics and Earthquake Engineering, 29(6):982-993.doi: 10.1016/j.soildyn.2008.11.004
      Gao, L., Xia, J., Pan, Y., 2014.Misidentification Caused by Leaky Surface Wave in High-Frequency Surface Wave Method. Geophysical Journal International, 199(3):1452-1462.doi: 10.1093/gji/ggu337
      Haskell, N.A., 1953.The Dispersion of Surface Waves on Multi-Layered Media. Bulletin of the Seismological Society of America, 43(1):86-103.doi: 10.1029/SP030p0086
      He, Y.F., Chen, W.T., Chen, X.F., 2006.Normal Mode Computation by the Generalized Reflection-Transmission Coefficient Method in Planar Layered Half Space. Chinese Journal of Geophysics, 49(4):1074-1081(in Chinese with English abstract). http://en.cnki.com.cn/Article_en/CJFDTOTAL-DQWX200604019.htm
      Hu, J.F., Duan, Y.K., Hu, Y.L., et al., 1999.Inversion of Shear-Wave Velocity Structure in Shallow Soil from Rayleigh Waces. Chinese Journal of Geophysics, 42(3):393-400(in Chinese with English abstract). http://manu39.magtech.com.cn/Geophy/EN/Y1999/V42/I03/393
      Huang, F.M., Yin, K.L., Zhang, G.R., et al., 2015.Landslide Groundwater Level Time Series Prediction Based on Phase Space Reconstruction and Wavelet Analysis-Support Vector Machine Optimized by PSO Algorithm. Earth Science, 40(7):1254-1265(in Chinese with English abstract). http://d.wanfangdata.com.cn/Periodical_dqkx201507013.aspx
      Huang, Z.X., Li, H.Y., Xu, Y., 2014.Lithospheric S-wave Velocity Structure of West China and Neighboring Areas from Surface Wave Tomography. Chinese Journal of Geophysics, 57(12):3994-4004(in Chinese with English abstract). http://en.cnki.com.cn/Article_en/CJFDTotal-DQWX201412013.htm
      Li, Q.C., Shao, G.Z., Liu, J.L., et al., 2006.Past, Present and Future of Rayleigh Surface Wave Exploration. Journal of Earth Sciences and Environment, 28(3):74-77(in Chinese with English abstract). doi: 10.1007/s10712-011-9134-2
      Li, X.Y., Zhu, P.M., Zhou, Q., et al., 2014.S-Wave Velocity Structure of Upper Crust in Three Gorges Reservoir Region of the Yangtze River. Earth Science, 39(12):1842-1850(in Chinese with English abstract). http://adsabs.harvard.edu/abs/2014AGUFM.S23C4516L
      Lin, C.P., Chang, C.C., Chang, T.S., 2004.The Use of MASW Method in the Assessment of Soil Liquefaction Potential. Soil Dynamics and Earthquake Engineering, 24(9-10):689-698.doi: 10.1016/j.soildyn.2004.06.012
      Liu, X.F., Fan, Y.H., 2012.On the Characteristics of High-Frequency Rayleigh Waves in Stratified Half-Space. Geophysical Journal International, 190(2):1041-1057.doi: 10.1111/j.1365-246x.2012.05479.x
      Liu, X.F., Fan, Y.H., Chen, X.F., 2009.Research on the Cross of the Dispersion Curves of Rayleigh Waves and Multi-Modes Coupling Phenomnon. Chinese Journal of Geophysics, 52(9):2302-2309(in Chinese with English abstract). http://en.cnki.com.cn/Article_en/CJFDTOTAL-DQWX200909016.htm
      Liu, X.M., Fan, Y.H., Zhai, J.Y., et al., 2009.Numerical Simulation of Rayleigh Wave Zigzag Dispersion Curves of Four Typical Strata. Chinese Journal of Geophysics, 52(12):3042-3050(in Chinese with English abstract). http://www.oalib.com/paper/1569103
      Lu, L.Y., Zhang, B.X., Wang, C.H., 2006.Experiment and Inversion Studies on Rayleigh Wave Considering Higher Modes. Chinese Journal of Geophysics, 49(4):1082-1091(in Chinese with English abstract). http://en.cnki.com.cn/Article_en/CJFDTOTAL-DQWX200604020.htm
      Pan, J.T., Li, Y.H., Wu, Q.J., et al., 2014.3-D S-wave Velocity Structure of Crust and Upper-Mantle beneath the Northeast China. Chinese Journal of Geophysics, 57(7):2077-2087(in Chinese with English abstract). http://en.cnki.com.cn/Article_en/CJFDTotal-DQWX201407005.htm
      Pei, D.H., Louie, J.N., Pullammanappallil, S.K., 2007.Application of Simulated Annealing Inversion on High-Frequency Fundamental-Mode Rayleigh Wave Dispersion Curves. Geophysics, 72(5):R77-R85.doi: 10.1190/1.2752529
      Poli, R., Kennedy, J., Blackwell, T., 2007.Particle Swarm Optimization. Swarm Intelligence, 1(1):33-57.doi: 10.1007/s11721-007-0002-0
      Shi, Y.L., Jin, W., 1995.Genetic Algorithms Inversion of Lithospheric Structure from Surface Wave Dispersion. Chinese Journal of Geophysics, 38 (2):189-198(in Chinese with English abstract). http://en.cnki.com.cn/Article_en/CJFDTOTAL-DQWX502.006.htm
      Shirazi, H., Abdallah, I., Nazarian, S., 2009.Developing Artificial Neural Network Models to Automate Spectral Analysis of Surface Wave Method in Pavements. Journal of Materials in Civil Engineering, 21(12):722-729.doi: 10.1061/(asce)0899-1561(2009)21:12(722)
      Song, X.H., Tang, L., Lv, X.C., et al., 2012.Application of Particle Swarm Optimization to Interpret Rayleigh Wave Dispersion Curves. Journal of Applied Geophysics, 84:1-13.doi: 10.1016/j.jappgeo.2012.05.011
      Tan, K., Zhang, Q.Q., Cao, Q., et al., 2015.Hyperspectral Retrieval Model of Soil Organic Matter Content Based On Particle Swarm Optimization-Support Vector Machines. Earth Science, 40(8):1339-1345(in Chinese with English abstract). http://www.mdpi.com/2072-4292/9/1/28/html
      Tillmann, A., 2005.An Unsupervised Wavelet Transform Method for Simultaneous Inversion of Multimode Surface Waves. Journal of Environmental & Engineering Geophysics, 10(3):287-294.doi: 10.2113/jeeg10.3.287
      Xia, J.H., Miller, R.D., Park, C.B., 1999.Estimation of Near-Surface Shear-Wave Velocity by Inversion of Rayleigh Waves. Geophysics, 64(3):691-700.doi: 10.1190/1.1444578
      Xia, J., Chen, C., Li, P.H., et al., 2004.Delineation of a Collapse Feature in a Noisy Environment Using a Multichannel Surface Wave Technique. Géotechnique, 54(1):17-27.doi: 10.1680/geot.54.1.17.36326
      Zhang, B.X., Lu, L.Y., Bao, G.S., 2002.A Study on Zigzag Dispersion Curves in Rayleigh Wave Exploration. Chinese Journal of Geophysics, 45(2):263-274(in Chinese with English abstract). http://manu39.magtech.com.cn/Geophy/EN/Y2002/V45/I02/263
      Zhang, B.X., Xiao, B.X., Yang, W.J., et al., 2000.Mechanism of Zigzag Dispersion Curves in Rayleigh Exploration and Its Inversion Study. Chinese Journal of Geophysics, 43(4):557-567(in Chinese with English abstract). http://en.cnki.com.cn/Article_en/CJFDTOTAL-DQWX200004016.htm
      Zhang, S.X., Chan, L.S., 2003.Possible Effects of Misidentified Mode Number on Rayleigh Wave Inversion. Journal of Applied Geophysics, 53(1):17-29.doi: 10.1016/s0926-9851(03)00014-4
      Zhou, Z.S., Liu, X.L., Xiong, X.Y., 2007.A Study of Richardson Number and Instability in Moist Saturated Flow. Chinese Journal of Geophysics, 50(2):567-573(in Chinese with English abstract). http://d.wanfangdata.com.cn/Periodical_dqwlxb200702007.aspx
      崔建文, 2004.一种改进的全局优化算法及其在面波频散曲线反演中的应用.地球物理学报, 47(3):521-527. http://www.cnki.com.cn/Article/CJFDTOTAL-DQWX200403025.htm
      凡友华, 刘家琦, 肖柏勋, 2002.计算瑞利波频散曲线的快速矢量传递算法.湖南大学学报(自然科学版), 29(5):25-30. http://www.cnki.com.cn/Article/CJFDTOTAL-HNDX200205005.htm
      冯杭建, 周爱国, 俞剑君, 等, 2016.浙西梅雨滑坡易发性评价模型对比.地球科学, 41(3):403-415. http://www.earth-science.net/WebPage/Article.aspx?id=3259
      何耀锋, 陈蔚天, 陈晓非, 2006.利用广义反射-透射系数方法求解含低速层水平层状介质模型中面波频散曲线问题.地球物理学报, 49(4):1074-1081. http://www.cnki.com.cn/Article/CJFDTOTAL-DQWX200604019.htm
      胡家富, 段永康, 胡毅力, 等, 1999.利用Rayleigh波反演浅土层的剪切波速度结构.地球物理学报, 42(3):393-400. http://www.cnki.com.cn/Article/CJFDTOTAL-DQWX199903011.htm
      黄发明, 殷坤龙, 张桂荣, 等, 2015.基于相空间重构和小波分析-粒子群向量机的滑坡地下水位预测.地球科学, 40(7):1254-1265. http://www.earth-science.net/WebPage/Article.aspx?id=3113
      黄忠贤, 李红谊, 胥颐, 2014.中国西部及邻区岩石圈S波速度结构面波层析成像.地球物理学报, 57(12):3994-4004. http://www.cnki.com.cn/Article/CJFDTOTAL-DQWX201412013.htm
      李庆春, 邵广周, 刘金兰, 等, 2006.瑞雷面波勘探的过去、现在和未来.地球科学与环境学报, 28(3):74-77. http://www.cnki.com.cn/Article/CJFDTOTAL-XAGX200603016.htm
      李小勇, 朱培民, 周强, 等, 2014.三峡库区上地壳横波速度结构.地球科学, 39(12):1842-1850. http://www.earth-science.net/WebPage/Article.aspx?id=3000
      刘雪峰, 凡友华, 陈晓非, 2009.Rayleigh波频散曲线"交叉"及多模式耦合作用研究.地球物理学报, 52(9):2302-2309. http://www.cnki.com.cn/Article/CJFDTOTAL-DQWX200909016.htm
      刘雪明, 凡友华, 翟佳羽, 等, 2009.四种典型地层的瑞雷波"之"字型频散曲线数值模拟研究.地球物理学报, 52(12):3042-3050. http://www.cnki.com.cn/Article/CJFDTOTAL-DQWX200912014.htm
      鲁来玉, 张碧星, 汪承灏, 2006.基于瑞利波高阶模式反演的实验研究.地球物理学报, 49(4):1082-1091. http://www.cnki.com.cn/Article/CJFDTOTAL-DQWX200604020.htm
      潘佳铁, 李永华, 吴庆举, 等, 2014.中国东北地区地壳上地幔三维S波速度结构.地球物理学报, 57(7):2077-2087. http://www.cnki.com.cn/Article/CJFDTOTAL-DQWX201407005.htm
      石耀霖, 金文, 1995.面波频散反演地球内部构造的遗传算法.地球物理学报, 38(2):189-198. http://www.cnki.com.cn/Article/CJFDTOTAL-DQWX502.006.htm
      谭琨, 张倩倩, 曹茜, 等, 2015.基于粒子群优化支持向量机的矿区土壤有机质含量高光谱反演.地球科学, 40(8):1339-1345. http://www.cnki.com.cn/Article/CJFDTOTAL-DQKX201508009.htm
      张碧星, 鲁来玉, 鲍光淑, 2002.瑞利波勘探中"之"字形频散曲线研究.地球物理学报, 45(2):263-274. http://www.cnki.com.cn/Article/CJFDTOTAL-DQWX200202012.htm
      张碧星, 肖柏勋, 杨文杰, 等, 2000.瑞利波勘探中"之"形频散曲线的形成机理及反演研究.地球物理学报, 43(4):557-567. http://www.cnki.com.cn/Article/CJFDTOTAL-DQWX200004016.htm
      周竹生, 刘喜亮, 熊孝雨, 2007.弹性介质中瑞雷面波有限差分法正演模拟.地球物理学报, 50(2):567-573. http://www.cnki.com.cn/Article/CJFDTOTAL-DQWX200702029.htm
    • 加载中

    Catalog

      通讯作者: 陈斌, bchen63@163.com
      • 1. 

        沈阳化工大学材料科学与工程学院 沈阳 110142

      1. 本站搜索
      2. 百度学术搜索
      3. 万方数据库搜索
      4. CNKI搜索

      Figures(17)  / Tables(4)

      Article views (9544) PDF downloads(98) Cited by()
      Proportional views

      /

      DownLoad:  Full-Size Img  PowerPoint
      Return
      Return