Quantifying Geoacoustic Uncertainty and Seabed Variability for Propagation Uncertainty

Abstract

Propagation and reverberation of acoustic fields in shallow waters depend strongly on the spatial variability of seabed geoacoustic parameters, and lack of knowledge of seabed variability is often a limiting factor in acoustic modeling applications. However, direct sampling (e.g., coring)of vertical and lateral variability is expensive and laborious, and matched-field and other long-range inversion methods fail to provide sufficient resolution. The long-term goal of this work is to use a Bayesian inversion approach in combination with seabed reflectivity data to investigate and quantify spatial variability of seabed sediments in two and three dimensions. For proper quantitative examination of spatial variability, it is important to differentiate between parameter estimate uncertainty, model parameterization effects, and actual spatial variability.

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Document Details

Document Type
Technical Report
Publication Date
Sep 30, 2009
Accession Number
ADA531655

Entities

People

  • Charles W. Holland
  • Jan Dettmer
  • Stan E. Dosso

Organizations

  • University of Victoria

Tags

Communities of Interest

  • Ground and Sea Platforms

DTIC Thesaurus Topics

  • Acoustic Fields
  • Bayesian Inference
  • Bayesian Networks
  • High Resolution
  • Information Science
  • Inversion
  • Monte Carlo Method
  • Probability
  • Probability Distributions
  • Reflectivity
  • Sampling
  • Shallow Water
  • Surface Properties
  • Three Dimensional
  • Two Dimensional
  • Uncertainty
  • Wide Angles

Fields of Study

  • Environmental science

Readers

  • Acoustical Oceanography.

Technology Areas

  • AI & ML