Richard D. Miller’s research while affiliated with Utah Geological Survey and other places

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Publications (358)


Direct detection of 135 m deep void using high resolution seismic reflection
  • Conference Paper

March 2024

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11 Reads

Richard D. Miller

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Shelby L. Peterie

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Jeff Klock





Waveform Inversion of Shallow Seismic data with Randomly Selected Sources

March 2023

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32 Reads

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1 Citation

Journal of Environmental & Engineering Geophysics

Applying waveform inversion with randomly selected sources (RS) increases the convergence rate of the optimization process within full-waveform inversion (FWI) workflows and reduces overall computational time. FWI has been shown to be a valuable addition to the existing geophysical methods for near-surface characterization. Accurate 3D modeling of the (visco) elastic wavefield allows to diminish assumptions about wave propagation and include surface- and body-wave based arrivals within the inversion workflow. This approach could result in reliable high-resolution subsurface models, but generally it comes at a high computational cost for each individual source modeling. Commonly, multiple sources are involved in the inversion process, which proportionally increases the resulting computations for a time-domain FWI, but seismic data with dense source/receiver coverage usually contain redundant information. This is especially true for seismic near-surface applications, where the number of recorded sources per wavelength of interest are normally excessive. The inversion performance was increased by randomly selecting a subset of sources at each FWI iteration. The method's effectiveness is obvious on a FWI near-surface void detection application. Synthetic 2D experiments for fixed and rolling spreads showed comparable results with fewer calculations. The best performance was achieved when a single random source was used for each inversion iteration. The effectiveness of the method was also evident on a shallow 3D field dataset collected in the Sonora Desert in western Arizona, where data were acquired over a 10-m deep void with known location, orientation, and dimensions.






Citations (46)


... Ren et al. (2019) show the advantages of using interleaved envelope and least-squares misfit functions in shallow-seismic FWI. Borisov et al. (2022) show that the misfit function based on graph-space optimal transport is more robust against the poor initial model than the leastsquares misfit function in FWI. ...

Reference:

Individual and Joint Inversions of Shallow-Seismic Rayleigh and Love Waves: Full-Waveform Inversion Versus Random-Objective Waveform Inversion
Graph-space optimal transport-based 3D elastic FWI for near-surface seismic applications
  • Citing Conference Paper
  • August 2022

... They show that ROWI is more robust and computationally more efficient than the conventional FWI. Borisov et al. (2021) confirm that using a single shot is more efficient than using more shots per iteration. Köhn et al. (2021) and Pan et al. (2021) prove the validity of ROWI in field-data applications. ...

Waveform inversion of shallow seismic data with randomly selected sources
  • Citing Conference Paper
  • December 2021

... In addition, the data processing phase, which includes raw image combination, filtering, muting and the combination of dispersion images, is crucial for accurately interpreting the complex wavefield data into reliable geological information 14,17,22 . While existing literature provides a foundational understanding of these parameters in the context of both active and passive MASW 4,13,15 , there remains a gap in specific research dedicated to optimizing these parameters for passive roadside surveys in urban settings. ...

Passive multichannel analysis of surface waves using 1D and 2D receiver arrays
  • Citing Article
  • July 2021

Geophysics

... The original research project was designed to evaluate the applicability of body-and surface-waves propagation to detect the presence of voids and delineate mines. In this effort we expand our preveous work from 2016, which analyzed seismic data using the multi-channel analysis of surface waves (MASW) and the backscatter analysis of surface wave (BASW) methods with two recently developed imaging methods for detecting tunnels, cavities, or other shallow anomalies (Peterie et al., 2021), the convertedsurface-wave imaging (CSWI) and the converted-surfacewave amplitude stack (CSWAS). ...

Shallow tunnel detection using converted surface waves
  • Citing Article
  • February 2021

Geophysics

... In this paper, we present a novel method to detect underground cavities using crossborehole ground-penetrating radar (GPR). The problem of detecting underground cavities has been considered since before the Common Era, yet it remains relevant to this day [1]. Electromagnetic methods, and ground-penetrating radar in particular, have been shown to perform particularly well on this problem [2,3]. ...

A history of tunnels and using active seismic methods to find them
  • Citing Article
  • January 2021

Geophysics

... Shear (SH) wave propagation is not sensitive to pore fluids, therefore shear wave data is considered to provide reliable results for geological structure interpretation (Lellouch and Reshef, 2017). The S-wave data have the advantages of low attenuation and high resolution and can accurately describe near-surface geologic structures (Zhu et al., 2016;Chen et al., 2017;Peterie et al., 2020). With the continuous progress in seismic exploration technology and the upgrading of S-wave vibrators, seismic S waves (SV-SV and SH-SH waves) have been investigated for data acquisition, processing, and interpretation (Dai et al., 2022). ...

Shallow tunnel detection using SH-wave diffraction imaging
  • Citing Article
  • November 2019

Geophysics

... ation seismology (e.g., Choi & Alkhalifah, 2012;Lei et al., 2020;Mao et al., 2016;Pratt, 1999;Virieux & Operto, 2009). To date, however, FWT has only been used to study the near surface on a handful of occasions (e.g., Cai & Zelt, 2022;J. Chen et al., 2017;Köhn et al., 2018;X. Liu et al., 2022;Sheng et al., 2006;W. Wang, Chen, Keifer, et al., 2019;Y. Wang, Miller, et al., 2019). ...

Tunnel detection at Yuma Proving Ground, Arizona, USA - Part 1: 2D full-waveform inversion experiment
  • Citing Article
  • October 2018

Geophysics

... Liu et al., 2022). Others have primarily inverted surface waves for archeological or engineering applications (e.g., Köhn et al., 2018;Pan et al., 2019;Smith et al., 2019;Wang et al., 2019c) or inverted surface waves extracted from ambient noise data to study CZ structure and weathering (W. Wang, Chen, Keifer, et al., 2019;. ...

Tunnel Detection At Yuma Proving Ground, Arizona, USA. Part 2: 3D Full-Waveform Inversion Experiments
  • Citing Article
  • October 2018

Geophysics

... In land seismics, a surface source generates high-amplitude surface waves. Although these are widely used in global and regional seismology (Simons et al., 1999) and shallow engineering (Smith et al., 2018) studies, they are typically treated as noise within the seismic exploration community. In this study, we use surface waves to obtain valuable information on the shallow velocity structure which, if recovered, may reduce the need for statics estimation. ...

A practical approach to seismic imaging of tunnels using 3D full-waveform inversion
  • Citing Article
  • July 2018

Geophysics

... The disposal-induced earthquakes are commonly attributed to the direct pore-pressure buildup spanning over a large area of highly permeable matrix and fault zones (Peterie et al. 2018). Besides the direct pore-pressure buildup, spatiotemporal correlations between surface-felt earthquakes and hydrocarbon production or underground water extraction can be explained based on the more complicated poroelastic effect (Fan et al. 2016(Fan et al. , 2019Zbinden et al. 2017;Goebel and Brodsky 2018;Haddad and Eichhubl 2020;Zhai et al. 2021;Tiwari et al. 2021). ...

Fluid Injection Wells Can Have a Wide Seismic Reach
  • Citing Article
  • April 2018

Eos Transactions American Geophysical Union