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Automatic identification of multiply diffracted waves and their ordered scattering paths.

Katrin Löer1, Giovanni A Meles1, Andrew Curtis1

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An automated algorithm analyzes acoustic waves in complex media to determine wave paths and scattering events. This method identifies diffracted waves and their origins without needing a prior model of the medium.

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Area of Science:

  • Geophysics
  • Acoustics
  • Signal Processing

Background:

  • Understanding wave propagation in heterogeneous media is crucial for geophysical exploration and imaging.
  • Traditional methods often rely on explicit models of the subsurface, which can be limiting in complex environments.
  • Multiply scattered acoustic waves contain valuable information but are challenging to isolate and interpret.

Purpose of the Study:

  • To develop an automated algorithm for analyzing multiply scattered acoustic waves.
  • To estimate wave arrival times, scattering order, and diffractor sequences without a predefined medium model.
  • To enable the identification of multiply diffracted waves of any order in recorded acoustic data.

Main Methods:

  • Utilizes recordings from a spatially distributed acoustic array.
  • Identifies individual diffractors using single-scattering relative travel-time curves (move-outs).
  • Employs semblance analysis on temporally offset primary move-outs to detect twice-scattered waves.

Main Results:

  • The algorithm successfully estimates travel times and scattering paths for multiply diffracted waves.
  • It can identify these complex wave events within recorded data.
  • Demonstrated effectiveness on synthetic datasets with varying heterogeneity and non-hyperbolic move-outs.

Conclusions:

  • The developed automated algorithm provides a robust method for analyzing multiply scattered acoustic waves.
  • It overcomes the limitations of model-dependent approaches in heterogeneous media.
  • This technique enhances the capability to extract detailed information from acoustic wave propagation data.