Geophysical Prospecting

Article	Citations
A fully unsupervised and highly generalized deep learning approach for random noise suppression	65
Seismic data interpolation using deep learning with generative adversarial networks	56
Seismic ground‐roll noise attenuation using deep learning	53
Three‐dimensional Marchenko internal multiple attenuation on narrow azimuth streamer data of the Santos Basin, Brazil	31
Aerial magnetic mapping with an unmanned aerial vehicle and a fluxgate magnetometer: a new method for rapid mapping and upscaling from the field to regional scale	29
Seismic noise attenuation by signal reconstruction: an unsupervised machine learning approach	26
Convolutional neural networks for automated microseismic detection in downhole distributed acoustic sensing data and comparison to a surface geophone array	25
Erratic noise suppression using iterative structure‐oriented space‐varying median filtering with sparsity constraint	24
Convolutional neural network inversion of airborne transient electromagnetic data	23
An artificial neural network approach for the inversion of surface wave dispersion curves	20
Pure P‐ and S‐wave equations in transversely isotropic media	18
Denoising of magnetotelluric data using K‐SVD dictionary training	18
Combining discrete cosine transform and convolutional neural networks to speed up the Hamiltonian Monte Carlo inversion of pre‐stack seismic data	18
Quantitative pore‐type characterization from well logs based on the seismic petrophysics in a carbonate reservoir	17
Cable reverberations during wireline distributed acoustic sensing measurements: their nature and methods for elimination	17
Multi‐parameter reflection waveform inversion for acoustic transversely isotropic media with a vertical symmetry axis	17
Characterization of a carbonate reservoir using elastic full‐waveform inversion of vertical seismic profile data	16
Learning from unlabelled real seismic data: Fault detection based on transfer learning	16
Deep learning assisted well log inversion for fracture identification	15
Modelling of viscoacoustic wave propagation in transversely isotropic media using decoupled fractional Laplacians	14
Arbitrary‐order Taylor series expansion‐based viscoacoustic wavefield simulation in 3D vertical transversely isotropic media	14
Eigenrays in 3D heterogeneous anisotropic media, Part I: Kinematics	14
The inversion of data from very large three‐dimensional electrical resistivity tomography mobile surveys	14
The high‐resolution seismic deconvolution method based on joint sparse representation using logging–seismic data	13
2D and 3D amplitude‐preserving elastic reverse time migration based on the vector‐decomposed P‐ and S‐wave records	13

Extended full waveform inversion with matching filter	13
Semi‐supervised deep autoencoder for seismic facies classification	13
An illumination‐compensated Gaussian beam migration for enhancing subsalt imaging	13
Research Note: Recovering sparse models in 3D potential‐field inversion without bound dependence or staircasing problems using a mixed Lp norm regularization	12
Three‐dimensional inversion of airborne data with applications for detecting elongated subvertical bodies overlapped by an inhomogeneous conductive layer with topography	12
Seismic dispersion and attenuation in Mancos shale – laboratory measurements	12
Eigenrays in 3D heterogeneous anisotropic media, Part II: Dynamics	12
Gravity inversion of 2D fault having variable density contrast using particle swarm optimization	11
Seismic signal enhancement based on the low‐rank methods	11
Time‐domain sparsity promoting least‐squares reverse time migration with source estimation	11
Deep neural network application for 4D seismic inversion to changes in pressure and saturation: Optimizing the use of synthetic training datasets	11
Deep exploration using long‐offset transient electromagnetics: interpretation of field data in time and frequency domain	11
Focusing iterative migration of gravity gradiometry data acquired in the Nordkapp Basin, Barents Sea	11
First break picking with deep learning – evaluation of network architectures	10
Sequential joint inversion of gravity and magnetic data via the cross‐gradient constraint	10
From cradle to grave: how burial history controls the rock‐physics properties of quartzose sandstones	10
Evidential data integration to produce porphyry Cu prospectivity map, using a combination of knowledge and data‐driven methods	10
Seismoelectric numerical simulation in 2D vertical transverse isotropic poroelastic medium	10
Inversion‐based deblending using migration operators	9
Rock‐physics forward modelling to predict seismic behaviour: A case study for exploration target in Mahanadi basin, East Coast of India	9
Pre‐stack seismic inversion based on ‐norm regularized logarithmic absolute misfit function	9
Integration of airborne geophysics and satellite imagery data for exploration targeting in porphyry Cu systems: Chahargonbad district, Iran	9
Spatially constrained attenuation compensation in the mixed domain	9
Review Paper: Methods of measurement for 4D seismic post‐stack time shifts	9
Deep learning unflooding for robust subsalt waveform inversion	9
Probabilistic inversions of electrical resistivity tomography data with a machine learning‐based forward operator	9
Rayleigh wave separation using high‐resolution time‐frequency polarization filter	9
Seismoelectric and electroseismic responses to a point source in a marine stratified model	9
Gravity for Lithosphere Architecture Determination and Analysis: the Central Eastern Mediterranean case study	8
Diffraction separation by variational mode decomposition	8
Frequency‐dependent signal‐to‐noise ratio effect of distributed acoustic sensing vertical seismic profile acquisition	8
Real‐time deep‐learning inversion of seismic full waveform data for CO2 saturation and uncertainty in geological carbon storage monitoring	8
Mapping of underground cavities by the passive seismic standing waves method: the case study of Barsukovskaya cave (Novosibirsk region, Russia)	8
Prestack data enhancement with phase corrections in time‐frequency domain guided by local multidimensional stacking	8
Geometrical characteristics of phase and group velocity surfaces in anisotropic media	8
Data‐driven rock physics analysis of North Sea tertiary reservoir sands	8
Application of adaptive parameterized S‐transform to delta sandstone reservoir identification	8
Convolutional neural network‐based classification of microseismic events originating in a stimulated reservoir from distributed acoustic sensing data	8
Quality control for the geophone reorientation of ocean bottom seismic data using k‐means clustering	7
Optimization‐based recursive filtering for separation of signal from harmonics in vibroseis	7
Optimized experimental design for seismic full waveform inversion: A computationally efficient method including a flexible implementation of acquisition costs	7
Anisotropic attenuation of stratified viscoelastic media	7
Design considerations for using Distributed Acoustic Sensing for cross‐well seismics: A case study for CO2 storage	7
Simultaneous‐source deblending using adaptive coherence‐constrained dictionary learning and sparse approximation	7
Pre‐migration diffraction separation using generative adversarial networks	7
A novel hybrid method based on discontinuous Galerkin method and staggered‐grid method for scalar wavefield modelling with rough topography	7
Experimental study on frequency‐dependent elastic properties of weakly consolidated marine sandstone: effects of partial saturation	7
Unsupervised dual learning for seismic data denoising in the absence of labelled data	7
Research Note: Signal‐to‐noise ratio computation for challenging land single‐sensor seismic data	7
Study the elastic properties and the anisotropy of rocks using different machine learning methods	7

Data‐driven retrieval of primary plane‐wave responses	6
Attenuation compensation for wavefield‐separation‐based least‐squares reverse time migration in viscoelastic media	6
Improved controlled source audio‐frequency magnetotelluric method apparent resistivity pseudo‐sections based on the frequency and frequency–spatial gradients of electromagnetic fields	6
Comparison of nodal and edge basis functions for the forward modelling of three‐dimensional frequency‐domain wire source electromagnetic data using a potentials formulation	6
Drained‐to‐undrained transition of bulk modulus in fluid‐saturated porous rock induced by dead volume variation	6
A gradient‐based Markov chain Monte Carlo algorithm for elastic pre‐stack inversion with data and model space reduction	6
Estimation of P‐wave anisotropy parameters from 3D vertical seismic profile with distributed acoustic sensors and geophones for seismic imaging in the CO2CRC Otway Project	6
Point‐spread function convolution to simulate prestack depth migrated images: A validation study	6
Analysis of the frequency dependence characteristics of wave attenuation and velocity dispersion using a poroelastic model with mesoscopic and microscopic heterogeneities	6
Influence of frequency‐dependent anisotropy on seismic amplitude‐versus‐offset signatures for fractured poroelastic rocks	6
3D Marchenko applications: implementation and examples	6
Perturbation‐based traveltime approximation for two acoustic assumptions in the transversely isotropic media with a vertical symmetry axis	6
Conductivity in partially saturated porous media described by porosity, electrolyte saturation and saturation‐dependent tortuosity and constriction factor	6
Seismic erratic noise attenuation using unsupervised anomaly detection	6
The added value of joint PP–PS inversion for reservoir characterization: A case study using Jubarte PRM seismic data (offshore Brazil)	6
A workflow for multimineralogic carbonate rock physics modelling in a Bayesian framework: Brazilian pre‐salt reservoir case study	6
Elastic reverse time migration method in vertical transversely isotropic media including surface topography	5
A multi‐data training method for a deep neural network to improve the separation effect of simultaneous‐source data	5
Offset dependence of overburden time‐shifts from ultrasonic data	5
Research Note: Reconstruction of seismic signals using S‐transform ridges	5
Elastic properties of a reservoir sandstone: a broadband inter‐laboratory benchmarking exercise	5
Effect of stress interactions on anisotropic P‐SV‐wave dispersion and attenuation for closely spaced cracks in saturated porous media	5
A computational review of the line integral analytical formulation of the polyhedral gravity signal	5
An aggregated template methodology: Novel automatic phase‐onset identification by template matching	5
Viscoelastic wave propagation for nearly constant Q transverse isotropy	5
Facies‐based full‐waveform inversion for anisotropic media: a North Sea case study	5
Unified elimination of 1D acoustic multiple reflection	5
Windowless Q‐factor tomography by the instantaneous frequency	5
The frequency exponent of artificial sandstone's complex resistivity spectrum	5
The tunnel seismic advance prediction method with wide illumination and a high signal‐to‐noise ratio	5
Integrating rock physics laboratory data and modelling to improve uplift characterization methodology	5
New insights from legacy seismic data: reprocessing of legacy 2D seismic data for imaging of iron‐oxide mineralization near Sishen Mine, South Africa	5
Low‐rank seismic data reconstruction and denoising by CUR matrix decompositions	5
Elastic wave‐mode separation in 2D transversely isotropic media using optical flow	5
Two‐dimensional dictionary learning for suppressing random seismic noise	5
The impact of seismic inversion methodology on rock property prediction	5
Processing of multi‐well offset vertical seismic profile data acquired with distributed acoustic sensors and surface orbital vibrators: Stage 3 of the CO2CRC Otway Project case study	5
Inversion using adaptive physics‐based neural network: Application to magnetotelluric inversion	5
Dispersion of flexural waves in a borehole with a tensile fracture in an anisotropic stress environment	4
Deep learning framework for true amplitude imaging: Effect of conditioners and initial models	4
Suppression of motion noise based on a linear‐homomorphic filtering algorithm in airborne electromagnetic survey	4
Electrical resistivity tomography with smooth sparse regularization	4
Calculating complex‐valued P‐wave first‐arrival traveltimes in attenuative vertical transversely isotropic media with an irregular surface	4
Porosity variation of elastic wave velocities in clean sandstones	4
Optimum size and density of surface grid arrays for retrieving accurate shear‐tensile fracturing of microearthquakes	4
Lithology‐dependent seismic anisotropic amplitude variation with offset correction in transversely isotropic media	4
Warped mapping–based blind deconvolution for resolution improvement	4
Sparsity‐promoting least‐squares reverse time migration via preconditioned Bregmanized operator splitting	4
Observation and theoretical calibration of the fluid flow mechanism of artificial porous rocks with various size fractures	4
A unified model for the permeability, electrical conductivity and streaming potential coupling coefficient in variably saturated fractured media	4
Dispersion‐relationship‐preserving seismic modelling using the cross‐rhombus stencil with the finite‐difference coefficients solved by an over‐determined linear system	4
Convolution neural network application for first‐break picking for land seismic data	4
Structural information derived from ambient noise tomography over a hydrocarbon‐producing region in the Cachar fold belt, lower Assam, northeast India	4
3D high‐order sparse radon transform with L1–2 minimization for multiple attenuation	4
Analytical model for rock effective elastic properties with aligned elliptical cracks embedded in transversely isotropic background	4
A new squirt coefficient to simulate P‐wave attenuation	4
Estimation of porosity and gas hydrate saturation by inverting 2D seismic data using very fast simulated Annealing in the Krishna Godavari offshore basin, India	4
Joint inversion of Rayleigh wave fundamental and higher order mode phase velocity dispersion curves using multi‐objective grey wolf optimization	4
Post‐stack impedance blocky inversion based on analytic solution of viscous acoustic wave equation	4
Stress prediction and evaluation approach based on azimuthal amplitude‐versus‐offset inversion of unconventional reservoirs	4
A physics‐guided neural network‐based approach to velocity model calibration for microseismic data	4
Dependence of borehole shear‐horizontal‐wave seismoelectric response on soil textures	4
Multiscale phase inversion for vertical transverse isotropic media	4
Detection of hidden reservoirs under strong shielding based on bi‐dimensional empirical mode decomposition and the Teager–Kaiser operator	4
Deblending and merging of 3D multi‐sweep seismic blended data	4
Separation of magnetic anomalies into induced and remanent magnetization contributions	4
Broadband seismic source data acquisition and processing to delineate iron oxide deposits in the Blötberget mine‐central Sweden	4
Angle domain common image gathers from reverse time migration by combining the Poynting vector with directional decomposition	4
An attention‐guided convolution neural network for denoising of distributed acoustic sensing–vertical seismic profile data	4
Seismic responses to an earthquake source in stratified transversely isotropic porous media	4
First‐break automatic picking technology based on semantic segmentation	4
Heterogeneity evaluation of pore types based on dipole shear sonic imager logs by means of statistical parameters, the central Persian Gulf	4
Mapping critical mineral resources using airborne geophysics, 3D joint inversion and geology differentiation: A case study of a buried niobium deposit in the Elk Creek carbonatite, Nebraska, USA	3
Elastic anisotropy of the Marcellus Shale	3
Biot effective stress parameter in poroelastic anisotropic media: Static and dynamic case	3
Rock physics modelling‐based characterization of deep and tight mixed sedimentary (clastic and carbonate) reservoirs: A case study from North Potwar Basin of Pakistan	3
Macroscopic non‐Biot's material properties of sandstone with pore‐coupled wave‐induced fluid flows	3
Case study: 4D consistent receiver coupling corrections applied to deep‐water ocean bottom cable data	3
Reverse time migration with Gaussian beams using optimized ray tracing systems in transversely isotropic media	3
On the equivalence of the conductivity and resistivity equations in the interpretation of induced polarization data	3

A logical error in Gassmann poroelasticity	3
Inversion of explosive source land seismic data to determine source signature parameters	3
Iterative Gaussian mixture model and multi‐channel attributes for arrival picking in extremely noisy environments	3
Water‐flooding and consolidation of reservoir chalk – effect on porosity and Biot's coefficient	3
On the association between fast induced polarization in frozen rocks and dielectric polarization of ice	3
High‐performance computing strategies for seismic‐imaging software on the cluster and cloud‐computing environments	3
A novel approach for fracture porosity estimation of carbonate reservoirs	3
Full waveform inversion based on inversion network reparameterized velocity	3
Can Euler deconvolution outline three‐dimensional magnetic sources?	3
Pressure effects on the anisotropic electrical conductivity of artificial porous rocks with aligned fractures	3
A multi‐parameter approach for recognition of anthropogenic noise in aeromagnetic data collected over populated areas: Erzgebirge, Germany	3
Use of rock‐physics analysis of well logs to determine compaction history of Cretaceous shales in the Rovuma basin, Offshore Mozambique	3
Using microseismic events to improve the accuracy of sensor orientation for downhole microseismic monitoring	3
High‐resolution and robust microseismic grouped imaging and grouping strategy analysis	3
Seismic velocity analysis in the presence of amplitude variations using local semblance	3
Pressure and frequency dependence of elastic moduli of fluid‐saturated dual‐porosity rocks	3
The effect of clay and contacts between sand grains on the elastic properties of sandstones	3
Acquisition geometry analysis with point‐spread functions	3
Wavefield simulation of fractured porous media and propagation characteristics analysis	3
Consistent convolution kernel design for missing shots interpolation using an improved U‐net	3
Prestack seismic data interpolation and enhancement with common‐reflection‐surface–based migration and demigration	3
Deep learning multiphysics network for imaging CO2 saturation and estimating uncertainty in geological carbon storage	3
An improved 25‐point finite‐difference scheme for frequency‐domain elastic wave modelling	3
Seismic time–frequency analysis as a robust method to estimate the fluid saturation: A case study of carbonates reservoir, Iran	3
Discrete cosine transform for parameter space reduction in Bayesian electrical resistivity tomography	3