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Range-dependent matched-field geoacoustic inversion using a tonal source towed on circular tracks
Florian Meyer1, William S Hodgkiss2, Augustin A Saucan3
1Scripps Institution of Oceanography and Department of Electrical and Computer Engineering, University of California at San Diego, La Jolla, California 92093, USA.
This study estimates acoustic properties of the New England Mud Patch using advanced Bayesian geoacoustic inversion. The developed Metropolis-Hastings method accurately determines mud-related parameters and spatial variability.
Area of Science:
- Oceanography
- Acoustics
- Geophysics
Background:
- Acoustic properties of marine sediments are crucial for understanding sound propagation.
- Spatial variability in seabed characteristics impacts acoustic models.
- Previous methods lacked the ability to fully capture range-dependent geoacoustic properties.
Purpose of the Study:
- To estimate acoustic properties and their spatial variability on the New England Mud Patch.
- To develop and validate an advanced Bayesian geoacoustic inversion method.
- To assess the range dependence of water depth and sediment thickness.
Main Methods:
- Utilized tonal signals (303-953 Hz) from a towed source and a vertical line array.
- Developed a Metropolis-Hastings (MH) method incorporating adaptation, principal-component updates, and parallel tempering.
- Employed an observation model based on adiabatic normal modes for sound propagation.
- Parametrized geoacoustic models with linear depth-dependent properties, focusing on sound speed.
Main Results:
- Accurately estimated mud-related geoacoustic parameters.
- Successfully determined the range dependence of water depth and upper-sediment mud thickness.
- Demonstrated the effectiveness of the advanced MH method compared to a range-independent reference.
Conclusions:
- The developed MH method provides accurate geoacoustic parameter estimation, including spatial variability.
- The approach effectively models range-dependent acoustic properties in marine environments.
- This study enhances seabed characterization capabilities for acoustic applications.
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