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High-Resolution Near-Surface Imaging at the Basin Scale Using Dark Fiber and Distributed Acoustic Sensing: Toward Site Effect Estimation in Urban Environments

Journal Article · · Journal of Geophysical Research. Solid Earth
DOI:https://doi.org/10.1029/2023jb026957· OSTI ID:2294103
 [1];  [2];  [3]
  1. Zhejiang Univ., Hangzhou (China); Rice Univ., Houston, TX (United States)
  2. Rice Univ., Houston, TX (United States); Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)
  3. Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)
Near-surface seismic structure, particularly the shear wave velocity (Vs), can strongly affect local site response, and should be accurately estimated for ground motion prediction during seismic hazard assessment. The Imperial Valley (California), occupying the southern end of the Salton Trough, is a seismically active basin with thick surficial lacustrine sedimentary deposits. In this study, we utilize ambient noise records and local earthquake events for high-resolution near-surface characterization and site effect estimation with an unlit fiber-optic telecommunication infrastructure (dark fiber) in Imperial Valley by using the distributed acoustic sensing (DAS) technique. We apply ambient noise interferometry to retrieve coherent surface waves from DAS records, and evaluate performances of three different surface wave methods on DAS ambient noise dispersion imaging. We develop a quality control workflow to improve the dispersion measurement of noisy portions of the DAS data set by using a data selection strategy. Using the joint inversion of both the fundamental mode and higher overtones of Rayleigh waves, a high resolution two-dimensional (2D) Vs structure down to 70 m depth is obtained. We successfully achieve an improved Vs30 (the time-averaged shear-wave velocity in the top 30 m) model with higher spatial-resolution and reliability compared to the existing community model for the area. We also explore the potential for utilizing DAS earthquake events for site amplification estimation. The preliminary results reveal a clear anti-correlation between the approximated site response and the Vs30 profile. In conclusion, our results indicate the potential utility of DAS deployed on dark fiber for near-surface characterization in appropriate contexts.
Research Organization:
Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)
Sponsoring Organization:
USDOE; USDOE Advanced Research Projects Agency - Energy (ARPA-E); USDOE Office of Energy Efficiency and Renewable Energy (EERE), Renewable Power Office. Geothermal Technologies Office
Grant/Contract Number:
AC02-05CH11231
OSTI ID:
2294103
Alternate ID(s):
OSTI ID: 1997302
Journal Information:
Journal of Geophysical Research. Solid Earth, Journal Name: Journal of Geophysical Research. Solid Earth Journal Issue: 9 Vol. 128; ISSN 2169-9313
Publisher:
American Geophysical UnionCopyright Statement
Country of Publication:
United States
Language:
English

References (117)

Body wave extraction and tomography at Long Beach, California, with ambient‐noise interferometry journal February 2015
Linear Array Ambient Noise Adjoint Tomography Reveals Intense Crust-Mantle Interactions in North China Craton journal January 2018
Fiber-Optic Network Observations of Earthquake Wavefields: FIBER-OPTIC EARTHQUAKE OBSERVATIONS journal December 2017
Spatial coherency analysis of seismic ground motions from a rock site dense array implemented during the Kefalonia 2014 aftershock sequence journal February 2017
Guidelines for the good practice of surface wave analysis: a product of the InterPACIFIC project journal September 2017
A Comparison of Strategies for Seismic Interferometry journal April 2009
Frequency–Wavenumber (FK)-Based Data Selection in High-Frequency Passive Surface Wave Survey journal April 2018
Deep Learning for Extracting Dispersion Curves journal September 2020
Relation between ocean wave activity and wavefield of the ambient noise recorded in northern Poland journal November 2020
Guidelines and pitfalls of refraction microtremor surveys journal June 2021
Microtremor array method using spatial autocorrelation analysis of Rayleigh-wave data journal April 2022
An assessment of uncertainties in VS profiles obtained from microtremor observations in the phased 2018 COSMOS blind trials journal January 2022
High-frequency Rayleigh-Wave method journal June 2009
Local site effects on weak and strong ground motion journal February 1993
The 2012 Brawley swarm triggered by injection-induced aseismic slip journal July 2015
Ambient noise data selection based on the asymmetry of cross-correlation functions for near surface applications journal December 2018
Automatic passive data selection in time domain for imaging near-surface surface waves journal March 2019
3D S-wave velocity imaging of Reykjanes Peninsula high-enthalpy geothermal fields with ambient-noise tomography journal February 2020
Simple equations guide high-frequency surface-wave investigation techniques journal May 2006
Measurement of shallow shear wave velocities at a rock site using the ReMi technique journal July 2008
InterPACIFIC project: Comparison of invasive and non-invasive methods for seismic site characterization. Part II: Inter-comparison between surface-wave and borehole methods journal March 2016
A procedure for developing uncertainty-consistent Vs profiles from inversion of surface wave dispersion data journal June 2021
Inversion of high frequency surface waves with fundamental and higher modes journal January 2003
Emergence of broadband Rayleigh waves from correlations of the ambient seismic noise: CORRELATIONS OF THE SEISMIC NOISE journal April 2004
Comprehensive analysis of earthquake source spectra in southern California: SOUTHERN CALIFORNIA SOURCE SPECTRA journal June 2006
Earthquake swarms driven by aseismic creep in the Salton Trough, California: OBSIDIAN BUTTES SWARM journal April 2007
Comprehensive analysis of earthquake source spectra and swarms in the Salton Trough, California journal January 2011
Frequency‐Bessel Transform Method for Effective Imaging of Higher‐Mode Rayleigh Dispersion Curves From Ambient Seismic Noise Data journal April 2019
The Potential of DAS in Teleseismic Studies: Insights From the Goldstone Experiment journal February 2019
Exposing Los Angeles’s Shaky Geologic Underbelly journal October 2019
Urban Near‐Surface Seismic Monitoring Using Distributed Acoustic Sensing journal March 2020
Urban Seismic Site Characterization by Fiber‐Optic Seismology journal March 2020
Using a Time‐Based Subarray Method to Extract and Invert Noise‐Derived Body Waves at Long Beach, California journal May 2020
Insights Into Permafrost and Seasonal Active‐Layer Dynamics From Ambient Seismic Noise Monitoring journal July 2019
Marine Sediment Characterized by Ocean‐Bottom Fiber‐Optic Seismology journal August 2020
Autocorrelation Reflectivity of Mars journal August 2020
The Frequency‐Bessel Spectrograms of Multicomponent Cross‐Correlation Functions From Seismic Ambient Noise journal August 2020
Adjoint Tomography of Ambient Noise Data and Teleseismic P Waves: Methodology and Applications to Central California journal June 2021
Sub‐Kilometer Correlation Between Near‐Surface Structure and Ground Motion Measured With Distributed Acoustic Sensing journal December 2021
The Fine‐Scale Structure of Long Beach, California, and Its Impact on Ground Motion Acceleration journal December 2021
Wave Equation Dispersion Inversion of Distributed Acoustic Sensing Data journal November 2022
Using Dark Fiber and Distributed Acoustic Sensing to Characterize a Geothermal System in the Imperial Valley, Southern California journal March 2023
Fault Zone Imaging With Distributed Acoustic Sensing: Surface‐To‐Surface Wave Scattering journal June 2022
Distributed acoustic sensing of microseismic sources and wave propagation in glaciated terrain journal May 2020
Fibre optic distributed acoustic sensing of volcanic events journal March 2022
Space-time monitoring of groundwater fluctuations with passive seismic interferometry journal August 2022
Distributed Acoustic Sensing for Seismic Monitoring of The Near Surface: A Traffic-Noise Interferometry Case Study journal September 2017
Distributed Acoustic Sensing Using Dark Fiber for Near-Surface Characterization and Broadband Seismic Event Detection journal February 2019
Inversion of shallow-seismic wavefields: I. Wavefield transformation journal June 2003
Seismic Site Classification from Surface Wave Data to Vs,30 without Inversion journal June 2021
Experiments on the stability of the spatial autocorrelation method (SPAC) and linear array methods and on the imaginary part of the SPAC coefficients as an indicator of data quality journal March 2009
Pseudo-linear-array analysis of passive surface waves based on beamforming journal January 2020
Improving cross-correlations of ambient noise using an rms-ratio selection stacking method journal May 2020
Modified frequency–Bessel transform method for dispersion imaging of Rayleigh waves from ambient seismic noise journal January 2021
Phase-weighted slant stacking for surface wave dispersion measurement journal March 2021
Improving the retrieval of high-frequency surface waves from ambient noise through multichannel-coherency-weighted stack journal July 2021
A unified wavefield-partitioning approach for distributed acoustic sensing journal October 2021
Deep learning inversion of Rayleigh-wave dispersion curves with geological constraints for near-surface investigations journal May 2022
Modern inversion workflow of the multimodal surface wave dispersion curves: staging strategy and Pattern search with embedded Kuhn–Munkres algorithm journal May 2022
Comparisons between non-interferometric and interferometric passive surface wave imaging methods—towards linear receiver array journal November 2022
Source parameter analysis using distributed acoustic sensing – an example with the PoroTomo array journal February 2023
Multimode Rayleigh wave profiling by hybrid surface and borehole methods journal March 2014
Ambient noise tomography with non-uniform noise sources and low aperture networks: case study of deep geothermal reservoirs in northern Alsace, France journal October 2016
Seismic body-wave interferometry using noise autocorrelations for crustal structure journal October 2016
Wave-equation dispersion inversion journal December 2016
Towards full waveform ambient noise inversion journal October 2017
Ground motion response to an ML 4.3 earthquake using co-located distributed acoustic sensing and seismometer arrays journal March 2018
Can broad-band earthquake site responses be predicted by the ambient noise spectral ratio? Insight from observations at two sedimentary basins journal August 2018
Ambient-noise tomography of the Greater Geneva Basin in a geothermal exploration context journal October 2019
Extracting the Green’s function from the correlation of coda waves: A derivation based on stationary phase journal April 2004
Retrieving the Elastodynamic Green's Function of an Arbitrary Inhomogeneous Medium by Cross Correlation journal December 2004
Comparison of some algorithms to estimate the low and high state level of pulses
  • Solomon, O. M.; Larson, D. R.; Paulter, N. G.
  • IMTC 2001. Proceedings of the 18th IEEE Instrumentation and Measurement Technology Conference. Rediscovering Measurement in the Age of Informatics (Cat. No.01CH 37188) https://doi.org/10.1109/IMTC.2001.928794
conference January 2001
Processing seismic ambient noise data to obtain reliable broad-band surface wave dispersion measurements journal June 2007
Surface wave tomography of the western United States from ambient seismic noise: Rayleigh and Love wave phase velocity maps journal April 2008
Eikonal tomography: surface wave tomography by phase front tracking across a regional broad-band seismic array journal June 2009
Analysis of ambient noise energy distribution and phase velocity bias in ambient noise tomography, with application to SE Tibet journal November 2009
Using instantaneous phase coherence for signal extraction from ambient noise data at a local to a global scale: Ambient noise signal extraction journal November 2010
Long-Range Correlations in the Diffuse Seismic Coda journal January 2003
Active Metamorphism of Upper Cenozoic Sediments in the Salton Sea Geothermal Field and the Salton Trough, Southeastern California journal January 1969
A note on the use of Microseisms in Determining the Shallow Structures of the Earth’S Crust journal August 1965
Estimation of near‐surface shear‐wave velocity by inversion of Rayleigh waves journal May 1999
Multichannel analysis of surface waves journal May 1999
Imaging dispersion curves of passive surface waves conference May 2004
Sensitivity of near‐surface shear‐wave velocity determination from rayleigh and love waves conference March 2012
On bias and noise in passive seismic data from finite circular array data processed using SPAC methods journal November 2006
Surface-wave analysis for building near-surface velocity models — Established approaches and new perspectives journal September 2010
Shear wave imaging from traffic noise using seismic interferometry by cross-coherence journal November 2011
Multichannel analysis of passive surface waves based on crosscorrelations journal September 2016
Near-surface imaging from traffic-induced surface waves with dense linear arrays: An application in the urban area of Hangzhou, China journal February 2022
Full-3D waveform inversion with near-surface ambient-noise data based on discontinuous Galerkin method conference August 2017
Field testing of fiber-optic distributed acoustic sensing (DAS) for subsurface seismic monitoring journal June 2013
New Site Coefficients and Site Classification System Used in Recent Building Seismic Code Provisions journal February 2000
Faster, Better: Shear-Wave Velocity to 100 Meters Depth from Refraction Microtremor Arrays journal April 2001
Subsoil Structure Using SPAC Measurements along a Line journal April 2006
Developing a Map of Geologically Defined Site-Condition Categories for California journal August 2006
Waveform Relocated Earthquake Catalog for Southern California (1981 to June 2011) journal October 2012
Monitoring a Building Using Deconvolution Interferometry. II: Ambient-Vibration Analysis journal November 2013
A VS30 Map for California with Geologic and Topographic Constraints journal September 2014
A New Method for EstimatingVS(30) from a Shallow Shear‐Wave Velocity Profile (Depth <30  m) journal May 2015
Delineating Shallow S ‐Wave Velocity Structure Using Multiple Ambient‐Noise Surface‐Wave Methods: An Example from Western Junggar, China journal February 2016
A Next Generation V S 30 Map for California Based on Geology and Topography journal November 2015
Wavefield Characteristics and Spatial Incoherency: A Comparative Study from Argostoli Rock‐ and Soil‐Site Dense Seismic Arrays journal July 2018
Measurement of Surface-Wave Phase-Velocity Dispersion on Mixed Inertial Seismometer – Distributed Acoustic Sensing Seismic Noise Cross-Correlations journal July 2021
Report on the August 2012 Brawley Earthquake Swarm in Imperial Valley, Southern California journal March 2013
What Is the Nakamura Method? journal May 2019
Distributed Acoustic Sensing Turns Fiber‐Optic Cables into Sensitive Seismic Antennas journal December 2019
Imaging the Subsurface with Ambient Noise Autocorrelations journal January 2020
The Imperial Valley Dark Fiber Project: Toward Seismic Studies Using DAS and Telecom Infrastructure for Geothermal Applications journal June 2022
Observation of 1- to 5-second microtremors and their application to earthquake engineering. Part II. Evaluation of site effect upon seismic wave amplification due to extremely deep soil deposits journal June 1982
Observation of 1- to 5-second microtremors and their application to earthquake engineering. Part III. A two-dimensional study of site effects in the San Fernando Valley journal December 1986
Seismic investigation of a san francisco bay mud site journal April 1974
The Cause of the Damage Belt in Kobe: "The Basin-Edge Effect," Constructive Interference of the Direct S-Wave with the Basin-Induced Diffracted/Rayleigh Waves journal September 1996
Vs30: Proxy for Seismic Amplification? journal July 2008
Dominant Higher Surface-wave Modes and Possible Inversion Pitfalls journal June 2005
Roadside Passive Multichannel Analysis of Surface Waves (MASW) journal March 2008
Surface-wave inversion using a direct search algorithm and its application to ambient vibration measurements journal August 2004
Sensing Earth and environment dynamics by telecommunication fiber-optic sensors: an urban experiment in Pennsylvania, USA journal January 2021

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