Geophysics

Article	Citations
From Shallow to Deep: Enhancing Seismic Resolution with Weak Supervision	79
Research on the classification of complex noise-mixed microseismic events based on machine vision	76
CIGVis: An open-source Python tool for the real-time interactive visualization of multidimensional geophysical data	67
Effects of overconsolidation on seismic rock physics — A comparative study between unconsolidated sands and weakly cemented sandstone	58
Time-lapse 4D full-waveform inversion for ocean-bottom cable seismic data with seawater velocity changes	55
Simultaneous source separation by shot collocation and strength variation	52
Seismic Resolution Enhancement Using Physics-Assisted Seismic Deconvolution Network and Domain Adaptation	52
Deep-learning-based 3D fault detection for carbon capture and storage	49
Elastic reverse time migration angle gathers using a stabilized Poynting vector without zero points within the wave propagation ranges	47
An explicit stabilization scheme for Q-compensated reverse time migration	46
P/S-wave separation of multicomponent seismic data at the land surface based on deep learning	45
Simultaneous inversion ofQand reflectivity using dictionary learning	45
Phantom subsurface targets in ground-penetrating radar data	42
Wall thickness image construction in wellbore casings using data-driven inversion of magnetic flux leakage	40
Using a dynamic representation of sedimentary structural features in prestack inversion: A case study in a tight sandstone in the Sichuan Basin	39
A deep-learning approach for dynamic region merging applied to feature extraction from borehole microresistivity images	36
A prestack seismic inversion method constrained by facies-controlled sedimentary structural features	35
A Novel Polarity Correction Method for Waveform Stacking Location of Microseismic Events	32
Seismic Foundation Model (SFM): a next generation deep learning model in geophysics	30
Influence of Gas Accumulation on Rock Elasticity and Control Factors Analysis for Gas Chimney Formation	30
Does pre-existing differential pressure have an impact on poroelastic compressibilities?	28
Attenuation-compensated viscoelastic reverse time migration with finite difference operators	27
Least-squares Reverse Time Migration in Viscoacoustic Tilted Transversely Isotropic Media	27
Empirically informed convolutional neural network model for logging curve calibration	26
Geophysical exploration strategy for Cu-Ni-Co deposits in China: A review	26

Axial resolution enhancement of borehole acoustic measurements via inversion-based interpretation supported with ultrasonic data	26
Imaging subsurface orebodies with airborne electromagnetic data using a recurrent neural network	26
Water flow pattern recognition and fracture characterization in near-surface chalks using time-lapse ground-penetrating radar: An experiment	25
Data-driven modeling of time-domain induced polarization	25
Slowness vectors in viscoelastic anisotropic media and their physical interpretation and significance	24
An accurate and efficient multiscale finite-difference frequency-domain method for the scalar Helmholtz equation	24
Time-lapse full-waveform inversion with a new gradient-weighting strategy applied to marine seismic data	24
MAU-net: A multibranch attention U-net for full-waveform inversion	24
Active learning with deep autoencoders for seismic facies interpretation	24
The ℓ1−2-norm-regularized basis pursuit seismic inversion based on the exact Zoeppritz equation	24
Handling missing data in well-log curves with a gated graph neural network	24
Bayesian joint inversion of seismic and electromagnetic data for reservoir lithofluid facies, including geophysical and petrophysical rock properties	23
Seismic amplitude inversion based on a new PP-wave reflection coefficient approximation equation for vertical transversely isotropic media	23
Faster determination of an initial velocity model for full-waveform inversion based on simulated annealing	23
Extracting small time-lapse traveltime changes in a reservoir using primaries and internal multiples after Marchenko-based target zone isolation	23
Improving parsimonious refraction interferometry through U-Net-based correction of first-arrival traveltimes	23
Pseudoelastic PP and PSSP modeling in stratified media	22
Parsimonious truncated Newton method for time-domain full-waveform inversion based on the Fourier-domain full-scattered-field approximation	22
Efficient preconditioned least-squares wave-equation migration	22
Removing abnormal environmental noise in nodal land seismic data using deep learning	22
Full-waveform inversion of pure quasi-P waves in titled transversely isotropic media based on different parameterizations	22
A synthetic denoising algorithm for full-waveform induced polarization based on deep learning	22
Liouville partial-differential-equation methods for computing 2D complex multivalued eikonals in attenuating media	22
Optimizing a transformer-based network for a deep-learning seismic processing workflow	22
Seismic acquisition design based on full-wavefield migration	21
Comments on: “Imaging the Aquistore reservoir after 36 kilotonnes of CO2 injection using distributed acoustic sensing” (K. Harris, D. J. White, and C. Samson, 2017, Geophysics, 82, no. 6, M	21
Subbasalt Marchenko imaging with offshore Brazil field data	21
Potential field data interpolation by Taylor series expansion	21
Detecting fault zone characteristics and paleovalley incision using electrical resistivity: Loma Blanca Fault, New Mexico	21
Seismic data antialiasing interpolation using sparse Radon transform and dynamic mask function	20
Far-offset detection of normal modes and diving waves: A case study from the Valhall Field, southern North Sea	20
3D inversion of large-scale frequency-domain airborne electromagnetic data using unstructured local mesh	20
Experimental seismic crosshole setup to investigate the application of rock-physical models at the field scale	20
Robust high-dimensional seismic data interpolation based on elastic half norm regularization and tensor dictionary learning	20
Robust and efficient waveform-based velocity model building by optimal transport in the pseudotime domain: An ocean-bottom cable case study in the North Sea	19
Elastic geometric-mean reverse time migration for source imaging	19
3D self-potential tomography of seafloor massive sulfide deposits using an autonomous underwater vehicle	19
A depth-variant seismic wavelet extraction method for basis pursuit inversion with an impedance trend constraint	19
Angle-domain common-image gathers from plane-wave least-squares reverse time migration	19
Geotechnical site characterization with 3D ambient noise tomography	19
Receiver grouping strategies for hybrid geometric-mean reverse time migration	19
A feasibility study on time-lapse transient electromagnetics for monitoring groundwater dynamics	18
Inner structure of monogenetic Pilot Knob submarine volcano (Austin, Texas) revealed by electrical resistivity tomography and magnetic surveys	18
Pressure dependence of elastic wave velocities of unconsolidated cemented sands	18
Investigating the causes of permeability anisotropy in heterogeneous conglomeratic sandstone using multiscale digital rock	18
Denoising for full-waveform inversion with expanded prediction-error filters	18
Using resistivity data to study the waterflooding process: A case study in tight sandstone reservoirs of the Ordos Basin, China	18
Poro-acoustoelasticity finite-difference simulation of elastic wave propagation in prestressed porous media	18
Internal multiple prediction using inverse scattering series with sparsity promotion — Part 2: Application strategy and field data examples	18
Forge ahead in acquisition and model building via full-waveform inversion: Gulf of Mexico case study	18

Gaussian-weighted crosscorrelation imaging condition for microseismic source localization	18
Adaptive merging migration	18
Least-squares reverse time migration using convolutional neural networks	18
Separation of seismic multiple reflection-refraction based on morphological component analysis with high-resolution linear Radon transform	17
Effective medium modeling of the joint elastic-electrical properties of sandstones with partial water saturation	17
Automatic interpretive image-focusing analysis	17
This issue of Geophysics	17
Time-lapse difference inversion based on the modified reflectivity method with differentiable hyper-Laplacian blocky constraint	17
Efficient inversion of 2.5D electrical resistivity data using the discrete adjoint method	17
On cost-efficient parallel iterative solvers for 3D frequency-domain seismic multisource viscoelastic anisotropic wave modeling	17
NMO stretch in vertical transverse isotropic media presented by nonhyperbolic approximations	17
A theoretical contribution to the 1D inverse problem of reflection seismograms	17
A knowledge-embedded close-looped deep-learning framework for intelligent inversion of multisolution problems	17
Determination of the phase-velocity direction in anisotropic media using a direction vector	16
Sparsity-promoting multiparameter pseudoinverse Born inversion in acoustic media	16
A study of time spectrum identification of induced polarization field based on Weibull distribution function	16
Multiwindow weighted stacking of surface-wave dispersion	16
An optimal frequency-domain finite-difference operator with a flexible stencil and its application in discontinuous-grid modeling	15
Real-time analysis and forecasting of the microseismic cloud size: Physics-based models versus machine learning	15
Ultradeep fractured-vuggy reservoir characteristic identification based on well data constrained seismic linear discriminant analysis	15
Numerical modeling of seismic responses from fractured reservoirs in 4D monitoring — Part 1: Seismic responses from fractured reservoirs in carbonate and shale formations	15
Paleokarst caves recognition from seismic response simulation to convolutional neural network detection	15
Effects of material texture and packing density on the interfacial polarization of granular soils	15
Predictive geologic mapping from geophysical data using self-organizing maps: A case study from Baie Verte, Newfoundland, Canada	15
The general dislocation source model and its application to microseismic focal mechanism inversion	15
A comparative study of permeability prediction for Eocene sandstones — Part 2: Application and modification of the Schlumberger-Doll Research equation	15
Bayesian Hamiltonian Monte Carlo method for the estimation of pyrolysis parameter S1	15
Calculating multiple scattering from a time-varying undulating sea surface using a full-wavefield multistage algorithm	15
Improving image resolution using deabsorption prestack time migration with effective Q estimation: A back-propagation network approach	15
Approximation of P-, S1-, and S2-wave reflection coefficients for orthorhombic media	15
Oriented NMO correction of VTI data in the absence of near-offset traces	15
Multidirectional eigenvalue-based coherence attribute for discontinuity detection	15
Noise suppression of airborne transient electromagnetic data with minimum curvature	15
Experimental measurement of the exclusion-diffusion potential in sandstone and shaly sand samples at full and partial water saturation	15
Self-supervised, active learning seismic full-waveform inversion	15
Deep physics-aware stochastic seismic inversion	14
Amplitude-variation-with-offset in thermoelastic media	14
Sequence-constrained multitask horizon tracking	14
3D DC inversion, visualization, and processing of dense time-lapse data in fine domains applied to remediation monitoring	14
An optimized finite-difference method to minimize numerical dispersion of acoustic wave propagation using a genetic algorithm	14
Rock-physics-guided machine learning for shear sonic log prediction	14
Wavefield simulation and reverse time migration for acoustic TTI media	14
Diffraction-angle filtering of gradient for acoustic full-waveform inversion	14
Distributed acoustic sensing/surface orbital vibrator: Rotary seismic sources with fiber-optic sensing facilitates autonomous permanent reservoir monitoring	14
This issue of Geophysics	14
This issue of Geophysics	14
Three-dimensional cooperative inversion of airborne magnetic and gravity gradient data using deep-learning techniques	14
A novel and efficient engine for P-/S-wave-mode vector decomposition for vertical transverse isotropic elastic reverse time migration	14
IncepTCN: A new deep temporal convolutional network combined with dictionary learning for strong cultural noise elimination of controlled-source electromagnetic data	14
Seismic wavefield model excited by a finite long cylindrical charge	14
Evaluation of starting model approaches and effective source wavelet variations for high-frequency ground-penetrating radar full-waveform inversion	14
Efficient iterative prestack least-squares reverse time migration through surface-offset gather compression	14
Numerical validation of Gassmann’s equations	13
A frequency-Hankel transform method to extract multimodal Rayleigh wave dispersion spectra from active and passive source surface wave data	13
Unsupervised contrastive learning for seismic facies characterization	13
Dealiased seismic data interpolation by dynamic matching	13
Robust Q-compensated multidimensional impedance inversion using seislet-domain shaping regularization	13
Acoustoelastic Mori-Tanaka model for third-order elastic constants of fractured rocks	13
An integrated approach for sewage diversion: Case of the Huayuan mine, Hunan Province, China	13
Seismic characterization of in situ stress in orthorhombic shale reservoirs using anisotropic extended elastic impedance inversion	13
Seismic inversion of shale reservoir properties using microseismic-induced guided waves recorded by distributed acoustic sensing	13
A class-rebalancing self-training semisupervised learning for imbalanced data lithology identification	13
Novel method for detecting weak acoustic emission signals based on the similarity of time-frequency spectra	13
An accurate analytical model for squirt flow in anisotropic porous rocks — Part 2: Complex geometry	13
Numerical dispersion mitigation neural network for seismic modeling	12
Numerical modeling of low-frequency distributed acoustic sensing signals for mixed-mode reactivation	12
Wave characteristics in elliptical orthorhombic media	12
Numerical modeling of self-potential in heterogeneous reservoirs	12
Directional sources and distributed acoustic sensing deployments for near-surface characterization	12
Q-compensated image-domain least-squares reverse time migration through preconditioned point-spread functions	12
Microearthquake location and uncertainty analysis using a Kirchhoff wavefront imaging method: A comparison with traveltime inversion and full wavefield imaging methods	12
Improved geoelectrical resistivity monitoring for earthquake precursors near the Xinfengjiang reservoir of southern China, with a fixed Wenner array of downhole electrodes in four separated boreholes	12
Two-dimensional anisotropic magnetotelluric inversion using a limited-memory quasi-Newton method	12
Inversion strategies for Q estimation in viscoacoustic full-waveform inversion	12
Using the wavelet transform for seismic wave impedance inversion	12
Predicting the azimuth of natural fractures and in situ horizontal stress: A case study from the Sichuan Basin, China	12
Insights on electromagnetic field distribution due to a vertical electric dipole source inside an infinite steel casing	12
Anisotropic Born scattering for the qP scalar wavefield using a low-rank symbol approximation	12
Enhancing the resolving ability of electrical resistivity tomography for imaging saltwater intrusion through improvements in inversion methods: A laboratory and numerical study	12
Experiences with distributed acoustic sensing using both straight and helically wound fibers in surface-deployed cables — A case history in Groningen, The Netherlands	12

Hilbert transform of unequally sampled data: Application to dispersion relations in magnetotellurics	12
Enhancing internal multiple prediction by using the inverse-scattering series: Methodology and field application	12
Improved hydrogeophysical imaging by structural coupling of 2D magnetic resonance and electrical resistivity tomography	12
Identification of an oil-bearing layer by formation water resistivity: A case study of the Jurassic reservoir, Southwest Ordos Basin	12
Petrophysical interpretation of logging-while-drilling borehole measurements in the presence of electrical anisotropy, mud-filtrate invasion, noise, and well deviation effects	12
A matrix-fracture-fluid decoupled PP reflection coefficient approximation for seismic inversion in tilted transversely isotropic media	11
Learning to solve the elastic wave equation with Fourier neural operators	11
Trial-and-error modeling of ground-airborne electromagnetic data in the Yishu Faulting Basin, China	11
Full wavefield least-squares reverse time migration	11
5D dealiased seismic data interpolation using nonstationary prediction-error filter	11
Seismic horizon extraction with dynamic programming	11
Heterogeneous reservoir seepage characterized by geophysical, hydrochemical, and hydrologic methods	11
Modeling and numerical simulation of a type of pure-viscoacoustic-wave equation in attenuated transversely isotropic media	11
Nonuniform 3D finite-difference elastic wave simulation on staggered grids	11
Bayesian amplitude variation with angle and azimuth inversion for direct estimates of a new brittleness indicator and fracture density	11
Helmholtz-equation solution in nonsmooth media by a physics-informed neural network incorporating quadratic terms and a perfectly matching layer condition	11
Global optimization with deep-learning-based acceleration surrogate for large-scale seismic acoustic-impedance inversion	11
Time-domain extended-source full-waveform inversion: Algorithm and practical workflow	11
Seismic data inversion with acquisition adaptive convolutional neural network for geologic forward prospecting in tunnels	11
Common-midpoint spatial autocorrelation analysis of seismic ambient noise obtained from a spatially unaliased sensor distribution	11
Convolutional neural networks applied to the interpretation of lineaments in aeromagnetic data	11
FaultSSL: Seismic fault detection via semisupervised learning	11
Up and down deconvolution in complex geological scenarios	11
Protecting the weak signals in distributed acoustic sensing data processing using local orthogonalization: The FORGE data example	11
Seismic-while-drilling by drill-bit source and large-aperture ocean-bottom array	11
Microseismic analysis over a single horizontal distributed acoustic sensing fiber using guided waves	11
Characteristic reflection wavefield-based wave equation traveltime inversion	11
Simulation of seismic waves in fluid-solid coupled thermoelastic media	11
Target-oriented high-resolution elastic full-waveform inversion with an elastic redatuming method	11
Unpaired training: Optimize the seismic data denoising model without paired training data	10
SLKNet: An attention-based deep-learning framework for downhole distributed acoustic sensing data denoising	10
SelfMixed: Self-supervised mixed noise attenuation for distributed acoustic sensing data	10
Interpolation method based on pattern-feature correlation	10
Weakly anelliptical traveltime analysis: Ambiguity between subsurface and elasticity	10
Convolutional equivalent layer for magnetic data processing	10
A comparative study on the stress image and adaptive parameter-modified methods for implementing free surface boundary conditions in elastic wave numerical modeling	10
Atom-profile updating dictionary learning with nucleus sampling attention mechanism sparse coding for audio magnetotelluric denoising	10
A data-driven workflow based on multisource transfer machine learning for gas-bearing probability distribution prediction: A case study	10
Using distributed acoustic sensing to characterize unconventional reservoirs via perforation-shot triggered P waves	10
Sparse prior-net: A sparse prior-based deep network for seismic data interpolation	10
Removing the Courant-Friedrichs-Lewy stability criterion of the explicit time-domain very high degree spectral-element method with eigenvalue perturbation	10
Average QP and QS estimation in marine sediments using a dense receiver array	10
Tidally modulated seismic velocity changes observed using submarine dark fiber and the virtual-source method	10
Analyzing the seismic response characteristics of P, SV, and SH waves to reservoir parameters using physical modeling	10
Joint microseismic moment-tensor inversion and location using P- and S-wave diffraction stacking	10
A sliced-3D approach to finite-difference time-domain modeling by optimizing perfectly matched layers	10
Central-difference time-lapse 4D seismic full-waveform inversion	10
Fast 3D transient electromagnetic forward modeling using BEDS-FDTD algorithm and GPU parallelization	10
Simultaneous prediction of the geofluid and permeability of reservoirs in prestack seismic inversion	10
Deep learning for multitrace sparse-spike deconvolution	10
Characteristics and effectiveness of deep and ultradeep tight sandstone fractures: Insights from geologic and geophysical data analysis	10
Elastic time-reverse imaging of backscattered surface-wave data	10
Seismic denoising via truncated nuclear norm minimization	10
Source-independent Q-compensated viscoacoustic least-squares reverse time migration	10
Converted PS-wave imaging based on offset vector tiles	10
Target-oriented time-lapse waveform inversion using deep learning-assisted regularization	10
Efficient large-scale 3D gravity modeling using a fast evaluate kernel matrix combined with compressed matrix techniques	10
Brown and Korringa’s expression for the saturated bulk modulus at high frequencies: Modification of Mavko and Jizba’s squirt flow model	10
Magnetotelluric data denoising method combining two deep-learning-based models	10
Minibatch least-squares reverse time migration in a deep-learning framework	10
Simultaneous inversion for S-wave velocity and density from the SV-SV wave	10
Denoising of distributed acoustic sensing data using supervised deep learning	9
Implementation of the Marchenko multiple elimination algorithm	9
The interrelationship between electrical resistivity and VP/VS ratio: A novel approach to constrain the subsurface resistivity structure in data gap areas in a seis	9
A dual formulation of wavefield reconstruction inversion for large-scale seismic inversion	9
Noise suppression using a near-source wavelet	9
Large-scale 3D inversion of semi-airborne electromagnetic data — Topography and induced polarization effects in a graphite exploration scenario	9
Double-pole unsplit complex-frequency-shifted multiaxial perfectly matched layer combined with strong-stability-preserved Runge-Kutta time discretization for seismic wave equation based on the discont	9
Method for predicting the injection pressure for horizontal wells in fractured tight sandstone reservoirs	9
PS energy imaging condition for microseismic data — Part 2: Sensitivity analysis in 3D anisotropic media	9
Geophysical applications to geothermal energy — Introduction	9
Seismic predictions of fluids via supervised deep learning: Incorporating various class-rebalance strategies	9
Training deep networks with only synthetic data: Deep-learning-based near-offset reconstruction for (closed-loop) surface-related multiple estimation on shallow-water field data	9
Deep-learning-based sferics recognition for audio magnetotelluric data processing in the dead band	9
Source-independent time-lapse full-waveform inversion for anisotropic media	9
Fast 3D forward modeling of a potential field based on spherical symmetry of gravitational potential	9
Unsupervised deep-learning framework for 5D seismic denoising and interpolation	9
Fracture detection using scattered waves in the angle domain	9
Computer-assisted regional-residual gravity anomaly separation with regularized first- and second-order derivatives	9
Joint inversion of formation radial shear-velocity profiles by dipole acoustic logging while drilling	9
Overburden 4D seismic analysis: Influence of stress and pore-pressure changes accounting for elastic contrast between a reservoir and its anisotropic surrounding rocks	9
PS energy imaging condition for microseismic data — Part 1: Theory and applications in 3D isotropic media	9
Forward modeling of direct-current resistivity data on unstructured grids using an adaptive mimetic finite-difference method	9
Ground-roll extraction using the Karhunen-Loeve transform in the time-frequency domain	9
Continuous denoising level adjustment of seismic data through filter modification	9
Optimized arrays for electrical resistivity tomography survey using Bayesian experimental design	9
Modeling viscoacoustic wave propagation using a new spatial variable-order fractional Laplacian wave equation	9
The importance of data preconditioning strategies for envelope full-waveform inversion methods: Demonstration on marine seismic data	9
Frequency-dependent Q simulation and viscoacoustic reverse time migration based on the fractional Zener model	9
Exploring geothermal resources using electromagnetic methods in coastal areas of volcanic islands: Challenges of nearshore and land 3D controlled-source electromagnetic data	9
Gaussian mixture model deep neural network and its application in porosity prediction of deep carbonate reservoir	9
Wave-induced fluid pressure diffusion and anelasticity in partially saturated rocks: The influences of boundary conditions	9
Deep learning-based multifrequency ground penetrating radar data merging	9
Phenomenological models for estimating and constraining c13 for transversely isotropic hydrocarbon source rocks	9
Common-transmission gather for direct seismic attenuation indication	9