Remote sensing of Tyrrhenian shallow waters using the adjoint of a full-field acoustic propagation model

Over the past two years the capabilities of adjoint-based inversion have been explored for applications both in geoacoustic inversion and shallow-water acoustic tomography. Starting from case studies based on the principles of optimal control theory the performance of adjoint modeling has been constantly improved to more realistic scenarios ever since. In particular, the concept of semi-automatic adjoint generation has been introduced for inversion of satellite ocean colour imagery and geoacoustic characterization of seabed properties. In the framework of a Maritime Rapid Environmental Assessment sea trial (MREA/BP07) that was conducted in the same area south of the island of Elba as the earlier Yellow Shark experiment (YS94), this paper examines the original YS94 geoacoustic data and the recent MREA07 oceanographic data to demonstrate adjoint-based acoustic monitoring of environmental parameters in Mediterranean shallow waters. First, the adjoint-generated environmental gradients are validated for an application in geoacoustic inversion where the bottom geoacoustic parameters of the layered seabed are determined from long range acoustic propagation data in the water column. Then, for the application in ocean acoustic tomography, the temporal variability of MREA/BP07 sound-speed field data is analyzed in terms of empirical orthogonal functions and the adjoint-based approach is used to track the time-varying sound speed profile of the experimental transect.

[1]  Jon F. Claerbout,et al.  Coarse grid calculations of waves in inhomogeneous media with application to delineation of complicated seismic structure , 1970 .

[2]  Peter Gerstoft,et al.  Inversion of broad-band multitone acoustic data from the YELLOW SHARK summer experiments , 1996 .

[3]  J. Hermand,et al.  An analytic multiple frequency adjoint-based inversion algorithm for parabolic-type approximations in ocean acoustics , 2006 .

[4]  M. Berrada,et al.  Adjoint-based acoustic inversion for the physical characterization of a shallow water environment , 2006 .

[5]  Jean-Pierre Hermand,et al.  Broad-band geoacoustic inversion in shallow water from waveguide impulse response measurements on a single hydrophone: theory and experimental results , 1999 .

[6]  A. Thode The derivative of a waveguide acoustic field with respect to a three-dimensional sound speed perturbation , 2004 .

[7]  P. Gerstoft,et al.  Ocean acoustic inversion with estimation of a posteriori probability distributions , 1998 .

[8]  S. Thiria,et al.  Inversion of satellite ocean colour imagery and geoacoustic characterization of seabed properties: Variational data inversion using a semi-automatic adjoint approach , 2008 .

[9]  Qihu Li,et al.  Theoretical and Computational Acoustics 2001 , 2002 .

[10]  J. Hermand,et al.  Optimal nonlocal boundary control of the wide-angle parabolic equation for inversion of a waveguide acoustic field. , 2005, The Journal of the Acoustical Society of America.

[11]  Paul Hursky,et al.  Adjoint modeling for acoustic inversion. , 2004, The Journal of the Acoustical Society of America.

[12]  D. Thomson,et al.  Nonlocal boundary conditions for finite-difference parabolic equation solvers , 1999 .

[13]  Clark Rowley,et al.  A Note on NCOM Temperature Forecast Error Calibration Using the Ensemble Transform , 2009 .