Journal of Applied Geophysics

Article	Citations
A new approach for porosity and permeability prediction from well logs using artificial neural network and curve fitting techniques: A case study of Niger Delta, Nigeria	42
Lithology prediction from well log data using machine learning techniques: A case study from Talcher coalfield, Eastern India	40
Gravity applications to groundwater storage variations of the Nile Delta Aquifer	33
Volcanic lithology identification based on parameter-optimized GBDT algorithm: A case study in the Jilin Oilfield, Songliao Basin, NE China	32
Effective machine learning identification of TOC-rich zones in the Eagle Ford Shale	31
Reservoir facies classification based on random forest and geostatistics methods in an offshore oilfield	30
Deep learning audio magnetotellurics inversion using residual-based deep convolution neural network	27
Satellite based assessment of artificial reservoir induced landslides in data scarce environment: A case study of Baglihar reservoir in India	26
Comparison of novel semi-airborne electromagnetic data with multi-scale geophysical, petrophysical and geological data from Schleiz, Germany	26
Application of combined electrical resistivity tomography (ERT) and seismic refraction tomography (SRT) methods to investigate Xiaoshan District landslide site: Hangzhou, China	26
K-means clustering using principal component analysis to automate label organization in multi-attribute seismic facies analysis	26
Acoustic emission signal characteristics and its critical slowing down phenomenon during the loading process of water-bearing sandstone	26
Shear modulus prediction of embedded pressurized salt layers and pinpointing zones at risk of casing collapse in oil and gas wells	26
Successful application of drone-based aeromagnetic surveys to locate legacy oil and gas wells in Cattaraugus county, New York	25
Machine learning based fast forward modelling of ground-based time-domain electromagnetic data	24
Research on the overburden deformation and migration law in deep and extra-thick coal seam mining	23
Extracting high-resolution, multi-mode surface wave dispersion data from distributed acoustic sensing measurements using the multichannel analysis of surface waves	22
GPR for earth and environmental applications: Case studies from India	22
A CNN model for predicting size of buried objects from GPR B-Scans	22
Automatic recognition and tracking of highway layer-interface using Faster R-CNN	22
A challenging archaeo-geophysical exploration through GPR and ERT surveys on the Keber Tepe, City Hill of Doliche, Commagene (Gaziantep, SE Turkey)	21
Lithology identification of igneous rocks based on XGboost and conventional logging curves, a case study of the eastern depression of Liaohe Basin	21
Time-series clustering approaches for subsurface zonation and hydrofacies detection using a real time-lapse electrical resistivity dataset	21
Experimental investigation on the spatio-temporal-energy evolution pattern of limestone fracture using acoustic emission monitoring	21
Microseismic event detection and classification based on convolutional neural network	20

Spatio-temporal hierarchical cluster analysis of mining-induced seismicity in coal mines using Ward's minimum variance method	20
A convolutional neural network approach to electrical resistivity tomography	20
Evaluation and prediction of the rock static and dynamic parameters	20
Bedrock architecture, soil texture, and hyporheic zone characterization combining electrical resistivity and induced polarization imaging	19
Novel methodology for interpretation of magnetic anomalies due to two-dimensional dipping dikes using the Manta Ray Foraging Optimization	19
Application of MASW and ERT methods for geotechnical site characterization: A case study for roads construction and infrastructure assessment in Abu Dhabi, UAE	19
Cuckoo Search Algorithm for model parameter estimation from self-potential data	19
One-class SVM based outlier detection strategy to detect thin interlayer debondings within pavement structures using Ground Penetrating Radar data	19
Reverse time migration of GPR data based on accurate velocity estimation and artifacts removal using total variation de-noising	19
2D body-wave seismic interferometry as a tool for reconnaissance studies and optimization of passive reflection seismic surveys in hardrock environments	18
Extracting the shear wave velocity structure of deep alluviums of “Qom” Basin (Iran) employing HVSR inversion of microtremor recordings	18
Identifying airport runway pavement diseases using complex signal analysis in GPR post-processing	18
Groundwater flow monitoring using time-lapse electrical resistivity and Self Potential data	18
Study on the acoustic and thermal response characteristics of coal samples with various prefabricated crack angles during loaded failure under uniaxial compression	18
Parametric optimization of Ground Penetrating Radar approach for assessing asphalt pavement surface layers compaction	17
Intensive interferences processing for GPR signal based on the wavelet transform and F-K filtering	17
A probabilistic neural network (PNN) based framework for lithology classification using seismic attributes	16
Spurious signals attenuation using SVD-based Wiener filter for near-surface ambient noise surface wave imaging	16
Three-dimensional edge-based finite element modeling of magnetotelluric data in anisotropic media with a divergence correction	16
Mechanism of aging deformation zoning of surrounding rock in deep high stress soft rock roadway based on rock creep characteristics	16
TDEM prospections for inland groundwater exploration in semiarid climate, Island of Fogo, Cape Verde	16
Determination of geological structures by geophysical and geotechnical techniques in Kırklartepe Dam Site (Turkey)	15
Noise removal for semi-airborne data using wavelet threshold and singular value decomposition	15
Accurate identification of microseismic waveforms based on an improved neural network model	15
Seismic time-frequency analysis via time-varying filtering based empirical mode decomposition method	15
Characteristics and rippability conditions of near-surface lithologic units (Penang Island, Malaysia) derived from multimethod geotomographic models and geostatistics	15
Correlation between SPT-N and shear wave velocity (V) and seismic site classification for Amaravati city, India	15
Combined application of seismic and electrical geophysical methods for karst cavities detection: A case study at the campus of the new University of Western Macedonia, Kozani, Greece	15
Two-dimensional inversion of CSAMT data and three-dimensional geological mapping for groundwater exploration in Tongkeng Area, Hunan Province, China	15
Machine learning - a novel approach to predict the porosity curve using geophysical logs data: An example from the Lower Goru sand reservoir in the Southern Indus Basin, Pakistan	14
The use of magnetic susceptibility and chemical analysis data for characterizing heavy metal contamination of topsoil in Denizli city, Turkey	14
Data-driven seismic prestack velocity inversion via combining residual network with convolutional autoencoder	14
Crustal deformation study of Kashmir basin: Insights from PSInSAR based time series analysis	13
Porosity, specific surface area and permeability in porous media	13
Denoising algorithm of ground-airborne time-domain electromagnetic method based on Variational Bayesian-based adaptive Kalman filter (VBAKF)	13
A pitfall of applying one-bit normalization in passive surface-wave imaging from ultra-short roadside noise	13
Constructing shear velocity models from surface wave dispersion curves using deep learning	13
Identification of active deformation zone associated with the 28th April 2021 Assam earthquake (Mw 6.4) using the PSInSAR time series	12
Two-station analysis of passive surface waves with continuous wavelet transform and plane-wave-based beamforming	12
Effects of heating on some physical properties of granite, Shandong, China	12
Integrated geophysical imaging of a mountain landslide – A case study from the Outer Carpathians, Poland	12
Development of numerical model for simulating resistivity and hydroelectric properties of fractured rock aquifers	12
Applications of the Kuwahara and Gaussian filters on potential field data	12
A new workflow to incorporate prior information in minimum gradient support (MGS) inversion of electrical resistivity and induced polarization data	12
Determination of alteration zones and geological unit limits using natural radioactivity properties of Sandıklı-Suhut areas	12
Fast dictionary learning for 3D simultaneous seismic data reconstruction and denoising	12
Extraction of surface-wave phase velocities from ambient noise in the presence of local noise sources based on matched-field processing	12
A new hybrid method based on sparrow search algorithm optimized extreme learning machine for brittleness evaluation	12
A geoelectrical pre-study of Älvkarleby test embankment dam: 3D forward modelling and effects of structural constraints on the 3D inversion model of zoned embankment dams	12
Using ambient noise tomography and MAPS for high resolution stratigraphic identification in Hangzhou urban area	12

The reliability of muography applied in the detection of the animal burrows within River Levees validated by means of geophysical techniques	11
Sandstone reservoir zonation of the north-western Bredasdorp Basin South Africa using core data	11
Time-lapse electrical resistivity tomography (ERT) monitoring of used engine oil contamination in laboratory setting	11
Assessing global parameters of slope stability model using Earth data observations for forecasting rainfall – induced shallow landslides	11
Laterally constrained inversion (LCI) of multi-configuration EMI data with tunable sharpness	11
Application of multichannel analysis of passive surface waves method for fault investigation	11
Time-lapse electrical resistivity tomography mapping of DNAPL remediation at a STAR field site	10
Retrieving geological units with unsupervised clustering of gamma-ray spectrometry data	10
Anisotropic characteristics of ultrasonic transmission velocities and stress inversion during uniaxial compression process	10
Achieving sub-nanoTesla precision in multirotor UAV aeromagnetic surveys	10
Robust estimation of shear wave velocity in a carbonate oil reservoir from conventional well logging data using machine learning algorithms	10
Water seepage detection using resistivity method around a pumped storage power station in China	10
Deep learning inversion of gravity data for detection of CO2 plumes in overlying aquifers	10
Electrical geophysical techniques pin-pointing the bedrock fractures for groundwater exploration in granitic hard rocks of Southern India	10
Controlling factors in the variability of soil magnetic measures by machine learning and variable importance analysis	10
Research on aeromagnetic compensation of a multi-rotor UAV based on robust principal component analysis	10
A robust migration velocity analysis method based on adaptive differential semblance optimization	9
Comprehensive research on the failure evolution of the floor in upper mining of deep and thick coal seam	9
Forward modelling of gravity data on unstructured grids using an adaptive mimetic finite-difference method	9
Geophysical analysis to delineate a Class-I AVO prospect in the offshore east coast of India: A case study	9
3D finite difference modeling of controlled-source electromagnetic response in frequency domain based on a modified curl-curl equation	9
Robust data smoothing algorithms and wavelet filter for denoising sonic log signals	9
Applied geophysics to support the cultural heritage safeguard: A quick and non-invasive method to evaluate the dynamic response of a great historical interest building	9
Igneous rocks lithology identification with deep forest: Case study from eastern sag, Liaohe basin	9
Black sand deposits; their spatial distribution and hazards along the northern coast of Sinai Peninsula, Egypt	9
Inverse modeling and uncertainty assessment of magnetic data from 2D thick dipping dyke and application for mineral exploration	9
Application of magnetometry, georadar (GPR) and geoelectrical methods in archaeo-geophysical investigation of a Napoleonic battlefield with fortification at Pressburg (Bratislava, Slovakia)	9
Probabilistic inversion of audio-frequency magnetotelluric data and application to cover thickness estimation for mineral exploration in Australia	9
Characterization of seismic anisotropy using azimuthal AVO analysis (AVAz) - An application case study in the deep and tight carbonate reservoirs from Potwar Basin onshore Pakistan	9
Integrated remote sensing and geophysical techniques for shallow base metal deposits (Zn, Pb, Cu) below the gossan zone at Kalabar, Western Aravalli Belt, India	9
Selection of noise sources and short-time passive surface wave imaging——A case study on fault investigation	9
Errors in microseismic events locations introduced by neglecting anisotropy during velocity model calibration in downhole monitoring	9
Subsurface profiling of buried valleys in central alps (northern Italy) using HVSR single-station passive seismic	9
3D inversion of gravity data using reformulated L -norm model regularization	9
Relationship between thermal properties and structure, composition of briquette through grey relational analysis	9
Development of a high-resolution deep-towed multi-channel seismic exploration system: Kuiyang ST2000	9
Spatio-Temporal Variation of Seawater Intrusion (SWI) inferred from geophysical methods as an ecological indicator; A case study from Dikili, NW İzmir, Turkey	9
Application of square array configuration and electrical resistivity tomography for characterization of the recharge area of a karst aquifer: A case study from Menekşe karst plateau (Kocaeli, Turkey)	9
FDTD numerical simulation and application research of small-loop transient electromagnetic method in shallow water	9
Permeability estimation and analysis of fracture networks using resistivity logs in an offshore Aptian carbonate reservoir pre-salt, in the Southeastern Santos Basin	9
Using self-organizing maps in airborne geophysical data for mapping mafic dyke swarms in NE Brazil	9
Magneto-thermometric modeling of Central India: Implications for the thermal lithosphere	8
Correlative least-squares reverse time migration in viscoelastic media	8
Detection of chlorinated contaminants coming from the manufacture of lindane in a surface detritic aquifer by electrical resistivity tomography	8
Response of water springs towards an earthquake: A case study from Sikkim Himalaya	8
Geophysical characterization, design and construction of the Teoloyucan Geophysical Test Site for archaeological and engineering applications, Central Mexico	8
Seismic acoustic full waveform inversion based on the steepest descent method and simple linear regression analysis	8
Resolution enhancement of deconvolved ground penetrating radar images using singular value decomposition	8
Investigation of the structural control of a deltaic valley with geophysical methods. The case study of Pineios river delta (Thessaly, Greece)	8
Environmental effects on condition assessments of concrete structures with ground penetrating radar	8
Multi-scale multivariate detection method for the effective impact range of hydraulic fracturing in coal seam	8
Rock-physics modeling by using particle swarm optimization algorithm	8
Research on aeromagnetic three-component error compensation technology for multi-rotor UAV	8
Identification of the relatively low permeability area in coal and gas outburst seams by seismic wave tomography technique: Field application and validation	8
3D multi-scale resistivity inversion method applied in the tunnel face to borehole observations for tunnel-ahead prospecting	8
A new transient electromagnetic prospecting method in TBM tunnel environment	8
Improving tailings dam risk management by 3D characterization from resistivity tomography technique: Case study in São Paulo – Brazil	8
Shale rocks brittleness index prediction method using extended elastic impedance inversion	8
Limitations and considerations for electrical resistivity and induced polarization imaging of riverbed sediments: Observations from laboratory, field, and synthetic experiments	8
Dielectric permittivity effects in the detection of tree roots using ground-penetrating radar	8
Retrieving S-wave velocity from surface wave multimode dispersion curves with DispINet	8
Imaging extensional fault systems using deep electrical resistivity tomography: A case study of the Baza fault, Betic Cordillera, Spain	8
Predicting the electrical conductivity of brine-saturated rocks using machine learning methods	8
Characterization of legacy landfills with electrical resistivity tomography; a comparative study	8
Characterization of carbonate reservoir using post-stack global geostatistical acoustic inversion approach: A case study from a mature gas field, onshore Pakistan	8
Studying petrophysical properties of micritic limestones using machine learning methods	8
Experimental investigation of correlations between electrical resistivity, moisture content and voltage values for leachate contaminated clayey sand	8
pyCSAMT: An alternative Python toolbox for groundwater exploration using controlled source audio-frequency magnetotelluric	7
A continuous towed seismic data acquisition and correlation stack method for rapid detection of urban road	7
New AVO expression and attribute based on scaled Poisson reflectivity	7
Detecting the ground-dependent structural damages in a historic mosque by employing GPR	7
Non-invasive geophysical imaging and facies analysis in mining tailings	7
First unmanned aerial vehicle airborne gravimetry based on the CH-4 UAV in China	7
An appraisal of Chott El Jerid brine encroachment in the Tozeur-south shallow aquifer: Geoelectrical and hydrochemical approach	7
Structurally-controlled Gold Mineralization in the Southern Zuru Schist Belt NW Nigeria: Application of Remote Sensing and Geophysical Methods	7
Application of extended tilt angle and its 3D Euler deconvolution to gravity data from the Longmenshan thrust belt and adjacent areas	7
A new multifractal analysis-based for identifying the reservoir fluid nature	7
Weighted stacking of ambient noise correlations based on the coherency of 3C data	7
Assessment of collapse dolines occurrence using electrical resistivity tomography: Case study of Moul El Bergui area, Western Morocco	7
Revisiting b-value for extended Kopili region of Northeast India and probabilistic estimation of seismic hazard attributes thereof	7

Detecting active faults in intramountain basins using electrical resistivity tomography: A focus on Kashmir Basin, NW Himalaya	7
Development of tailored gravity model based on global gravitational and topographic models and terrestrial gravity data for geophysical exploration of southern benue trough in southeast Nigeria	7
A robust method for random noise suppression based on the Radon transform	7
Seismic refraction assessment for excavatability and volume estimation in Kota Tinggi, Johor, Malaysia	7
Geoelectrical signatures for detecting water-bearing zones in a micro-watershed of granitic terrain from Southern India	7
Mapping a hazardous abandoned gypsum mine using self-potential, electrical resistivity tomography, and Frequency Domain Electromagnetic methods	7
Improving the application depth of electromagnetic measurement while drilling (EM-MWD) systems by receiving signals from adjacent wells	7
Analytical stress analysis method of interbedded coal and rock floor over confined water: a study on mining failure depth	7
The use of asymmetric time constraints in 4-D ERT inversion	7
Robust CSEM data processing by unsupervised machine learning	7
Motion noise remove for secondary-field semi-airborne transient electromagnetic data	7
Application of data-driven multi-index overlay and BWM-MOORA MCDM methods in mineral prospectivity mapping of porphyry Cu mineralization	7
Understanding slow-moving landslide triggering processes using low-cost passive seismic and inclinometer monitoring	7
On the seawater density in gravity calculations	7
Porosity prediction from pre-stack seismic data via a data-driven approach	7
Effects of water saturation and distribution on small-strain stiffness	7
Underground mine deformation monitoring using Synthetic Aperture Radar technique: A case study of Rajgamar coal mine of Korba Chhattisgarh, India	7
Prediction method and application of shale reservoirs core gas content based on machine learning	7
Magnetic responses to heavy metal pollution of the industrial soils in Shanghai: Implying the influences of anthropogenic magnetic dustfall on urban environment	7
An expeditious approach for slope stability assessment using integrated 2D electrical resistivity tomography and unmanned aerial vehicle survey	7
Bulk density prediction while drilling vertical complex lithology using artificial intelligence	7
Geophysical for granitic joint patern and subsurface hydrology related to slope instability	7
Reconstruction of three-dimensional porous media using multi-scale generative adversarial networks	7
Permittivity and electrical resistivity measurements and estimations during the recovery of DNAPL in saturated porous media: 2D tank experiments	7
A local radon transform for seismic random noise attenuation	7
Subsurface geoelectrical structure from 3-d inversion of magnetotelluric data of Gisenyi geothermal field, western part of Rwanda	7
Geometric 3-D inversion of airborne time-domain electromagnetic data with applications to kimberlite pipes prospecting in a complex medium	7
Effective Vs and Vp characterization from Surface Waves streamer data along river embankments	7
Joint interpretation of magnetic and gravity data at the Golgohar mine in Iran	6
Reconstruction of structural anomalies out of seismic measurements by means of a non-deterministic full waveform inversion approach for application in mechanized tunneling	6
Shear wave velocity estimation in the Bengal Basin, Bangladesh by HVSR analysis: implications for engineering bedrock depth	6
GPR method for continuous monitoring of compaction during the construction of railways subgrade	6
Geophysical electromagnetic modeling and evaluation: A review	6
A variational inequality approach with SVM optimization algorithm for identifying mineral lithology	6
Determining the static Young’s modulus and Poisson’s ratio, and compressive strength of the friable Erin Formation rocks using P-wave velocity	6
Seismic spectral decomposition using short-time fractional Fourier transform spectrograms	6
Characterization of an earth dam in Brazil from seismic refraction tomography and multichannel analysis of surface waves	6
Seismic random noise attenuation using effective and efficient dictionary learning	6
Some notes about three types of inhomogeneity and their effect on the electrical resistivity tomography data	6
Machine learning approach for core permeability prediction from well logs in Sandstone Reservoir, Mediterranean Sea, Egypt	6
Inversion of reclaimed soil water content based on a combination of multi-attributes of ground penetrating radar signals	6
Multimodal inversion of Rayleigh wave dispersion curves based on a generalized misfit function	6
Imaging shallow fault structures by three-dimensional reverse time migration of ground penetration radar data	6
Active and passive seismic methods to explore areas of active faulting. The case of Lamezia Terme (Calabria, southern Italy)	6
Application of ICEEMDAN to noise reduction of near-seafloor geomagnetic field survey data	6
Magnetotelluric impedance estimation Based on clustering analysis	6
Geological and geophysical investigations of an engineering site characterization for construction purposes in Western Saudi Arabia	6
3D diffraction imaging attributes and their application for fault and fracture localization and characterization	6
De-noising magnetotelluric data using variational mode decomposition combined with mathematical morphology filtering and wavelet thresholding	6
Experimental aeromagnetic survey using a rotary-wing aircraft system: A case study in Heizhugou, Sichuan, China	6
A novel trans-dimensional Bayesian inversion strategy for airborne time-domain electromagnetic data	6
Evaluating hydrodynamic parameters accounting for water retention hysteresis in a large sand column using surface GPR	6
Take the Eh? train: Distributed Acoustic Sensing (DAS) of commuter trains in a Canadian City	6
Investigation of ground-penetrating radar defect detection capabilities, influence of moisture content, and optimal data collection orientation in condition assessments of concrete bridge decks	6
Inverse effect of packing density on shear wave velocity of binary mixed soils with varying size ratios	6
A method for magnetotelluric data processing based on sparsity adaptive stage-wise orthogonal matching pursuit	6
Active tectonics and surface processes using geospatial technology	6
A novel algorithm to estimate mineral elastic properties and pore aspect ratio in the carbonate reservoirs	6
Electrical resistivity of a jointed rock mass with an anomaly	6
Predicting saturated hydraulic conductivity by pedo-transfer function and spatial methods in calcareous soils	6
Reflection characteristics of typical road defects in 3D GPR images for collapse mitigation	6
3C-3D tunnel seismic reverse time migration imaging: A case study of Pearl River Delta Water Resources Allocation Project	6
Elastic wave full-waveform inversion in the time domain by the trust region method	5
Seismic fracture characterization in tight sand reservoirs: A case study of the Xujiahe Formation, Sichuan Basin, China	5
GPR antennas geometry and its impact over detection of near-surface water contamination through AVO Data analysis at laboratory site	5
Modeling stratigraphic structure of Menemen Plain-Izmir/Turkey by microgravity, passive seismic methods and examining its behavior under earthquake effect	5
Digital core analysis: Characterizing reservoir quality through thin sandstone layers in heterolithic rocks	5
Joint tomography of multi-cross-hole and borehole-to-surface seismic data for karst detection	5
Three-dimensional audio magnetotelluric imaging of the Yangyi geothermal field in Tibet, China	5
Characterization of rock glaciers environments combining structurally-coupled and petrophysically-coupled joint inversions of electrical resistivity and seismic refraction datasets	5
Application of ambient noise tomography for deep void detection	5
Synthetic seismic data generation with deep learning	5
Application of three-dimensional electrical resistivity tomography in urban zones by arbitrary electrode distribution survey design	5
A comprehensive workflow to analyze ensembles of globally inverted 2D electrical resistivity models	5
The influence of the internal structure of loaded composite coal-rock on the variation characteristics of electromagnetic radiation (EMR) signal	5
Dispersion measurement from ultra-short ambient noise using phase-weighted stacking in urban areas	5
Quantitative analysis of Khajjiar and Rewalsar lakes and their surroundings, Himachal Pradesh (India): Remote sensing and GIS-based approaches	5
3D elastic multisource full waveform inversion on distributed GPU clusters	5
Fine detection of water-bearing collapse column based on information fusion of seismic exploration and TEM	5
Integrated radioactive mineralization modeling using analytical hierarchy process for airborne radiometric and remote sensing data, East Wadi Qena (EWQ), Eastern Desert, Egypt	5
Deep-learning for accelerating prestack correlative least-squares reverse time migration	5
Improving the resolution of investigation using ERT instruments with a reduced number of electrodes	5
Fast numerical simulation of 2D gravity anomaly based on nonuniform fast Fourier transform in mixed space-wavenumber domain	5
Petrological control on chargeability with implications for induced polarization surveys	5
The analysis of the early electromagnetic response of the receiving coil and its application at close-range TEM detection	5
Hybrid Monte Carlo 1-D joint inversion of LOTEM and MT	5
Gamma ray log to estimate clay content in the layers of water boreholes	5
Characterization of a leaky earth dam using integrated geophysical surveys	5
Multivariate geophysical index-based prediction of the compression index of fine-grained soil through nonlinear regression	5
Parameter-shared variational auto-encoding adversarial network for desert seismic data denoising in Northwest China	5
Validation suite for numerical solvers calculating effective thermal conductivity in porous media	5
Joint inversion of airborne TEM data and surface geoelectrical data. The Egebjerg case	5
Geophysical-structural framework of the Campo Alegre basin (Santa Catarina State, southern Brazil)	5
Seismic wavefield information extraction method based on adaptive local singular value decomposition	5
Towards real-time assessment of convergence criteria in seismic interferometry: Selective stacking of cross-correlations at the San Emidio geothermal field	5