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Title: WUS256: An Adjoint Waveform Tomography Model of the Crust and Upper Mantle of the Western United States for Improved Waveform Simulations

Journal Article · · Journal of Geophysical Research. Solid Earth
DOI:https://doi.org/10.1029/2022JB024549· OSTI ID:1876646

Abstract We report a new model (WUS256) of radially anisotropic seismic wavespeeds of the crust and upper mantle of the western United States (WUS) obtained from adjoint waveform tomography for the purpose of improving synthetic waveform fits to observed data. WUS256 is based on inversion of over 94,000 waveforms from 72 earthquakes recorded by nearly 3,400 stations. We started with the SPiRaL global model (Simmons et al., 2021, https://doi.org/10.1093/gji/ggab277 ) and waveforms in the period band of 50–120 s. We followed a conservative multiscale inversion approach with eight stages and 256 total inversion iterations which enabled monotonic misfit reduction to 20‐s minimum‐period waves. WUS256 relied on time‐frequency (TF) phase misfits and a trust region limited memory Broyden–Fletcher–Goldfarb–Shanno (L‐BFGS) optimization. Hessian‐vector products were used to qualitatively assess model resolution. Results indicate that WUS256 has good coverage of the continental regions to depths of about 150 km and is able to resolve features on lateral scales of about 200 km. We quantify waveform fits by the reduction in TF and normalized amplitude difference misfits between WUS256 and the SPiRaL starting model. WUS256 significantly improves waveform fits with misfit reduction 64% for both inversion and validation data sets compared to the SPiRaL starting model and shows even better fits compared to other models. Waveform fits illustrate that WUS256 reproduces body‐waves, fundamental mode surface waves as well as late arriving dispersed and/or scattered short period surface waves. The improvement in waveform fit indicates that WUS256 can be used to reproduce path effects on regional complete waveforms and moment tensor inversions.

Research Organization:
Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)
Sponsoring Organization:
USDOE National Nuclear Security Administration (NNSA)
Grant/Contract Number:
AC52-07NA27344
OSTI ID:
1876646
Alternate ID(s):
OSTI ID: 1876647; OSTI ID: 1886147
Report Number(s):
LLNL-JRNL-833549; e2022JB024549
Journal Information:
Journal of Geophysical Research. Solid Earth, Journal Name: Journal of Geophysical Research. Solid Earth Vol. 127 Journal Issue: 7; ISSN 2169-9313
Publisher:
American Geophysical Union (AGU)Copyright Statement
Country of Publication:
United States
Language:
English

References (103)

Resolution analysis by random probing: RESOLUTION ANALYSIS BY RANDOM PROBING journal August 2015
Fréchet kernels for finite-frequency traveltimes-I. Theory journal April 2000
Multiscale full waveform inversion journal April 2013
The adjoint method in seismology journal August 2006
Seismic tomography, adjoint methods, time reversal and banana-doughnut kernels: Seismic tomography, adjoint methods, time reversal and banana-doughnut kernels journal December 2004
Full Waveform Inversion Beneath the Central Andes: Insight Into the Dehydration of the Nazca Slab and Delamination of the Back‐Arc Lithosphere journal June 2021
Crustal and uppermost mantle structure beneath the United States: CRUSTAL AND UPPERMOST MANTLE MODEL OF U.S. journal June 2016
Full-waveform inversion of the Japanese Islands region: WAVEFORM INVERSION OF JAPAN journal May 2016
ObsPy: A Python Toolbox for Seismology journal May 2010
A three-dimensional radially anisotropic model of shear velocity in the whole mantle journal October 2006
Adjoint Tomography of the Southern California Crust journal August 2009
Multiparameter adjoint tomography of the crust and upper mantle beneath East Asia: 1. Model construction and comparisons journal March 2015
Evolutionary full-waveform inversion journal September 2020
Theoretical background for continental- and global-scale full-waveform inversion in the time-frequency domain journal November 2008
Time-frequency misfit and goodness-of-fit criteria for quantitative comparison of time signals journal August 2009
Large‐Scale Seismic Inversion Framework journal June 2015
Seismic Tomography of the Earth's Mantle journal May 1991
The global CMT project 2004–2010: Centroid-moment tensors for 13,017 earthquakes journal June 2012
Radial anisotropy of the North American upper mantle based on adjoint tomography with USArray journal July 2017
Azimuthal Anisotropy of the North American Upper Mantle Based on Full Waveform Inversion journal February 2020
Seismic image of the subducted trailing fragments of the Farallon plate journal March 1997
Dataset for "WUS256: An Adjoint Waveform Tomography Model of the Crust and Upper Mantle of the Western United States for Improved Waveform Simulations" dataset January 2022
The exponentiated phase measurement, and objective-function hybridization for adjoint waveform tomography journal February 2020
LASIF: LArge-scale Seismic Inversion Framework preprint January 2021
Accelerating numerical wave propagation by wavefield adapted meshes. Part II: full-waveform inversion journal February 2020
SPiRaL: a multiresolution global tomography model of seismic wave speeds and radial anisotropy variations in the crust and mantle journal July 2021
Seismic moment tensor event screening journal January 2020
Regional distance seismic moment tensors of nuclear explosions journal October 2002
Structure of the European upper mantle revealed by adjoint tomography journal June 2012
Surface wave tomography of the western United States from ambient seismic noise: Rayleigh and Love wave phase velocity maps journal April 2008
Seismic evidence for widespread western-US deep-crustal deformation caused by extension journal April 2010
Slab2, a comprehensive subduction zone geometry model journal August 2018
Seismic waveform inversion best practices: regional, global and exploration test cases journal June 2016
Modular and flexible spectral-element waveform modelling in two and three dimensions journal November 2018
On crustal corrections in surface wave tomography journal March 2008
Adjoint Waveform Tomography of South America journal January 2022
SeisFlows—Flexible waveform inversion software journal June 2018
P and S wave tomography of the mantle beneath the United States journal September 2014
Seismic evidence for a fossil slab origin for the Isabella anomaly journal October 2020
Lithospheric layering in the North American craton journal August 2010
Acoustic- and elastic-waveform inversion with total generalized p-variation regularization journal May 2019
Full seismic waveform tomography for upper-mantle structure in the Australasian region using adjoint methods journal December 2009
An Adaptable Seismic Data Format journal August 2016
Influence of the Mendocino Triple Junction on the Tectonics of Coastal California journal May 2004
Full-waveform inversion of triplicated data using a normalized-correlation-coefficient-based misfit function journal June 2017
Computation of synthetic seismograms for stratified azimuthally anisotropic media journal January 1990
Seismic tomography of the southern California crust based on spectral-element and adjoint methods journal January 2010
Misfit functions for full waveform inversion based on instantaneous phase and envelope measurements: Misfit functions for full waveform inversion journal March 2011
Preliminary reference Earth model journal June 1981
Ridge asymmetry and deep aqueous alteration at the trench observed from Rayleigh wave tomography of the Juan de Fuca plate: RAYLEIGH WAVE TOMOGRAPHY OF JUAN DE FUCA journal October 2016
Imaging mantle plumes with instantaneous phase measurements of diffracted waves: Imaging mantle plumes with diffracted waves journal May 2012
Inverting interpolated receiver functions with surface wave dispersion and gravity: Application to the western U.S. and adjacent Canada and Mexico journal June 2015
The imprint of crustal density heterogeneities on regional seismic wave propagation journal January 2016
Rayleigh and S wave tomography constraints on subduction termination and lithospheric foundering in central California journal April 2018
Spectral-element simulations of global seismic wave propagation-II. Three-dimensional models, oceans, rotation and self-gravitation journal July 2002
Heterogeneity of Seismic Wave Velocity in Earth's Mantle journal May 2020
A multicomponent Isabella anomaly: Resolving the physical state of the Sierra Nevada upper mantle from Vp/Vs anisotropy tomography journal November 2019
Surface wave tomography of the Gulf of California: SURFACE WAVE TOMOGRAPHY journal August 2007
Global adjoint tomography—model GLAD-M25 journal May 2020
Multiscale seismic waveform inversion journal September 1995
Wave‐equation traveltime inversion journal May 1991
Seismic structure of the European upper mantle based on adjoint tomography journal February 2015
Finite-frequency sensitivity kernels for global seismic wave propagation based upon adjoint methods journal July 2008
Lithospheric expression of geological units in central and eastern North America from full waveform tomography journal September 2014
Full waveform tomography for radially anisotropic structure: New insights into present and past states of the Australasian upper mantle journal February 2010
Trust Region Methods book January 2000
Elastic full waveform inversion based on the homogenization method: theoretical framework and 2-D numerical illustrations journal February 2018
S velocity variations beneath North America journal January 2009
Spectral-element simulations of global seismic wave propagation-I. Validation journal May 2002
Automated Large-Scale Full Seismic Waveform Inversion for North America and the North Atlantic journal July 2018
Seismic wavefield imaging of Earth’s interior across scales journal December 2019
Estimation of Full Moment Tensors, Including Uncertainties, for Nuclear Explosions, Volcanic Events, and Earthquakes journal June 2018
An automated workflow for adjoint tomography—waveform misfits and synthetic inversions for the North Island, New Zealand journal August 2020
Distinct crustal isostasy trends east and west of the Rocky Mountain Front journal December 2015
Time-domain spectral-element ultrasound waveform tomography using a stochastic quasi-Newton method conference March 2018
Eurasian surface wave tomography: Group velocities journal March 1998
Surface wave tomography of the western United States from ambient seismic noise: Rayleigh wave group velocity maps: U.S. SURFACE WAVE TOMOGRAPHY journal August 2007
Synthetic inversions for density using seismic and gravity data journal March 2017
ObsPy: a bridge for seismology into the scientific Python ecosystem journal January 2015
Misfit Criteria for Quantitative Comparison of Seismograms journal October 2006
Three-dimensional sensitivity kernels for finite-frequency traveltimes: the banana-doughnut paradox journal June 1999
Determination of earthquake source parameters from waveform data for studies of global and regional seismicity journal April 1981
Seismic waveform tomography of the central and eastern Mediterranean upper mantle journal January 2020
SASSY21 : A 3‐D Seismic Structural Model of the Lithosphere and Underlying Mantle Beneath Southeast Asia From Multi‐Scale Adjoint Waveform Tomography journal March 2022
An automated time-window selection algorithm for seismic tomography journal July 2009
Mapping the lower mantle: Determination of lateral heterogeneity in P velocity up to degree and order 6 journal July 1984
Seismic imaging: From classical to adjoint tomography journal September 2012
Introduction to the spectral element method for three-dimensional seismic wave propagation journal December 1999
Generalized seismological data functionals journal November 1992
A global model of Love and Rayleigh surface wave dispersion and anisotropy, 25-250 s: Global dispersion model GDM52 journal October 2011
An overview of full-waveform inversion in exploration geophysics journal November 2009
Assessment of seismic tomographic models of the contiguous United States using intermediate-period 3D wavefield simulation journal October 2021
Global adjoint tomography: first-generation model journal September 2016
Seismic structure beneath the Gulf of California: a contribution from group velocity measurements journal October 2014
G LOBAL M ANTLE T OMOGRAPHY : Progress Status in the Past 10 Years journal May 2003
High-Resolution Surface-Wave Tomography from Ambient Seismic Noise journal March 2005
Pre-conditioned BFGS-based uncertainty quantification in elastic full-waveform inversion journal September 2021
Crustal velocity structure across the eastern Snake River Plain and the Yellowstone swell journal April 1998
xarray: N-D labeled Arrays and Datasets in Python journal April 2017
Balancing unevenly distributed data in seismic tomography: a global adjoint tomography example journal August 2019
Three-dimensional variations of the slab geometry correlate with earthquake distributions at the Cascadia subduction system journal March 2018
Large-scale heterogeneities in the lower mantle journal January 1977
Slab-plume interaction beneath the Pacific Northwest: WESTERN U.S. SEISMIC TOMOGRAPHY journal July 2010

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