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Determination of the Geoacoustical Parameters of a Sedimentary Layer from Surface Acoustic Waves: A Neural Network Approach

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Full Field Inversion Methods in Ocean and Seismo-Acoustics

Part of the book series: Modern Approaches in Geophysics ((MAGE,volume 12))

Abstract

Acoustical characterization of surface acoustic waves which propagate along the water-sediment interface is of great interest for numerous underwater applications. One of the main motivations of such studies is the possible use of interface waves (often called Scholte waves) for the non-invasive characterization of sedimentary bottoms [1]. The aim of this paper is to illustrate the possible estimation of the acoustical and geometrical (thickness) parameters of a sedimentary layer from the analysis of the velocity dispersion of interface waves. The strategy developped to solve the inverse problem is based on a neural network approach.

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References

  1. Rauch, D. (1986) On the role of bottom interface waves in ocean seismo-acoustics: a review, in T. Akal and J.M. Berkson, Ocean Seismo-Acoustics, Plenum Press, New York, 623–641.

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  2. Caiti, A., Akal, T. and Stoll, R.D. (1991) Determination of shear velocity profiles by inversion of interface wave data, in J.M. Hovem, Shear Waves in Marine Sediments, Kluwer Academic Publishers, Netherlands, 557–565.

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  3. Rajan, S.D. and Howitt, C.S. (1991) Determination of the sediment shear speed profiles from phase and group velocity dispersion data of SH wave, in J.M. Hovem, Shear Waves in Marine Sediments, Kluwer Academic Publishers, Netherlands, 529–536.

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  4. Davalo, E., Nairn, P. (1990) Des réseaux de neurones, Eyrolles, Paris.

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  5. Guilbot, J. (1992) Dispersion de l’onde de Stoneley-Scholte à l’interface plane séparant un fluide parfait d’un solide à variations continues de célérités. Interprétation des limites asymptotiques, J. Acoustique, 5, 573–588.

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© 1995 Springer Science+Business Media Dordrecht

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Guilbot, J., Magand, F. (1995). Determination of the Geoacoustical Parameters of a Sedimentary Layer from Surface Acoustic Waves: A Neural Network Approach. In: Diachok, O., Caiti, A., Gerstoft, P., Schmidt, H. (eds) Full Field Inversion Methods in Ocean and Seismo-Acoustics. Modern Approaches in Geophysics, vol 12. Springer, Dordrecht. https://doi.org/10.1007/978-94-015-8476-0_28

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  • DOI: https://doi.org/10.1007/978-94-015-8476-0_28

  • Publisher Name: Springer, Dordrecht

  • Print ISBN: 978-90-481-4545-4

  • Online ISBN: 978-94-015-8476-0

  • eBook Packages: Springer Book Archive

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