Computers & Geosciences

Article	Citations
A reversible-jump Markov chain Monte Carlo algorithm to estimate paleo surface CO2 fluxes linking temperature to atmospheric CO2 concentration time series	132
A deep learning-based parametric inversion for forecasting water-filled bodies position using electromagnetic method	115
Linear filter theory for the forward Laplace transform and its use in calculating 1D EM responses	101
Time reversal imaging and transfer learning for spatial and temporal seismic source location	94
TranSeis: A high precision multitask seismic waveform detector	87
An integrated neighborhood and scale information network for open-pit mine change detection in high-resolution remote sensing images	82
RaDeCC Reader: Fast, accurate and automated data processing for Radium Delayed Coincidence Counting systems	72
Relative importance of parameters controlling scour at bridge piers using the new toolbox ScourAPP	71
Augmented formulation for a Bayesian approach for frequency-domain full-waveform inversion to estimate the material properties of a layered half-space	70
Spatial bagging to integrate spatial correlation into ensemble machine learning	69
A 3D reconstruction method of porous media based on improved WGAN-GP	67
Improved estimation of coalbed methane content using the revised estimate of depth and CatBoost algorithm: A case study from southern Sichuan Basin, China	63
Improved prediction of shale gas productivity in the Marcellus shale using geostatistically generated well-log data and ensemble machine learning	62
Study on InSAR image fusion for improved visualization of active landslides in alpine valley areas: A case in the Batang Region, China	61
VSP wavefields separating method based on parallel local slope scanning	58
Deep diffusion models for seismic processing	55
DRR: An open-source multi-platform package for the damped rank-reduction method and its applications in seismology	55
A reliable Bayesian neural network for the prediction of reservoir thickness with quantified uncertainty	54
Automatic extraction of outcrop cavity based on a multiscale regional convolution neural network	53
Prediction of tornado days in the United States with deep convolutional neural networks	53
Effect of missing data on short time series and their application in the characterization of surface temperature by detrended fluctuation analysis	52
Gravity inversion of basement relief using Particle Swarm Optimization by automated parameter selection of Fourier coefficients	52
Predictive digital rock physics without segmentation	51
Open-AMA: Open-source software for air masses statistical analysis	48
Neural operator-based proxy for reservoir simulations considering varying well settings, locations, and permeability fields	48

Unification of tsunami-related terminology: Ontology engineering perspective	48
Determination of earthquake focal mechanism via multi-task learning	47
A parallel programming application of the A* algorithm in digital rock physics	46
Finite-infinite element analysis for flow simulation in a phreatic aquifer	43
Association Announcement 2023 Felix Chayes Prize	42
A simple approach to increasing computational efficiency of numerical simulations of hydrocarbon migration based on the Darcy flow concept	42
SphGLLTools: A toolbox for visualization of large seismic model files based on 3D spectral-element meshes	40
Unsupervised detection of Saturn magnetic field boundary crossings from plasma spectrometer data	40
Spatiotemporal flow features in gravity currents using computer vision methods	40
Hydrologic similarity based on width function and hypsometry: An unsupervised learning approach	37
3D coupled FEM-IBIEM for non-linear seismic response of a sedimentary basin using equivalent-linearized soil model	37
Imputation of missing values in well log data using k-nearest neighbor collaborative filtering	36
Commutative encryption and watermarking algorithm based on compound chaotic systems and zero-watermarking for vector map	35
Study on offshore seabed sediment classification based on particle size parameters using XGBoost algorithm	35
3D Quantum Cuts for automatic segmentation of porous media in tomography images	33
Editorial Board	33
DeepRivWidth : Deep learning based semantic segmentation approach for river identification and width measurement in SAR images of Coastal Karnataka	32
Editorial Board	32
Upgraded software for structural gravity inversion and application to El Hierro (Canary Islands)	31
Constant-Q wave propagation and compensation by pseudo-spectral time-domain methods	31
Association announcement 2021 Felix Chayes Prize	31
Classification, segmentation and correlation of zoned minerals	29
Multi-domain diffraction identification: A supervised deep learning technique for seismic diffraction classification	29
On data selection for training wind forecasting neural networks	28
Classifying tree species in the plantations of southern China based on wavelet analysis and mathematical morphology	28
An improved extreme learning machine algorithm for transient electromagnetic nonlinear inversion	27
SDZM: Software for determining shear damage zones of rock joints	27
A hybrid compression method for the NMR data based on window averaging and Discrete Cosine Transform	27
Refrapy: A Python program for seismic refraction data analysis	26
Volunteered geographic information mobile application for participatory landslide inventory mapping	26
Improving the documentation and findability of data services and repositories: A review of (meta)data management approaches	25
A fast 3D gravity forward algorithm based on circular convolution	25
Compression of seismic forward modeling wavefield using TuckerMPI	25
Efficient and robust Levenberg–Marquardt Algorithm based on damping parameters for parameter inversion in underground metal target detection	25
GeoGravGOCE: A standalone MATLAB GUI for processing GOCE satellite gradient data	25
Paw-Net: Stacking ensemble deep learning for segmenting scanning electron microscopy images of fine-grained shale samples	25
Integrating scientific knowledge into machine learning using interactive decision trees	24
Extracting fact-condition relation from geological papers via deep structured semantic model with multi-grained representation	24
3D fictitious wave domain CSEM inversion by adjoint source estimation	23
MineralImage5k: A benchmark for zero-shot raw mineral visual recognition and description	23
A general and extensible framework for assessing change detection techniques	23
An optimized outlier detection function for multibeam echo-sounder data	22
An encoder–decoder deep neural network for binary segmentation of seismic facies	22
Multi-objective particle swarm optimization for multimode surface wave analysis	22
Optimizing oil-source correlation analysis using support vector machines and sensory attention networks	22
Local phase-constrained convolutional autoencoder network for identifying multivariate geochemical anomalies	22
A new method for generating equidistant/equiratio line between two points on the earth ellipsoid	21
On the numerical resolution of the second-order viscoacoustic and viscoelastic anisotropic wave equations using the recursive convolution method	21
A reverse tracing of the water flow path algorithm for slope length extraction based on triangulated irregular network	21
An assisted multi-frame approach for super-resolution in hyperspectral images of rock samples	21

PHREESQL: A toolkit to efficiently compute and store geochemical speciation calculation	20
Intelligent fault prediction with wavelet-SVM fusion in coal mine	20
Shear wave velocity prediction based on bayesian-optimized multi-head attention mechanism and CNN-BiLSTM	20
Composite loss function for 3-D poststack seismic data compression	20
Robust frequency-domain acoustic waveform inversion using a measurement of smooth radical function derived from compressive sensing	20
Constructing three-dimension digital rock with porosity information constraint: A double-network-cycled style-based deep-learning approach	19
Borehole lithology modelling with scarce labels by deep transductive learning	19
SigMT: An open-source Python package for magnetotelluric data processing	18
Smooth slip is all you need: A singularity-free boundary element method for fault slip problems	18
Calculating sensitivity or gradient for geophysical inverse problems using automatic and implicit differentiation	18
Enhancing machine learning thermobarometry for clinopyroxene-bearing magmas	18
Editorial Board	18
Geothermal modeling in complex geological systems with ComPASS	18
Forward prediction and surrogate modeling for subsurface hydrology: A review of theory-guided machine-learning approaches	17
Optimized Apriori algorithm for deformation response analysis of landslide hazards	17
Novel empirical curvelet denoising strategy for suppressing mixed noise of microseismic data	17
Congruence and geometric feature-based commutative encryption-watermarking method for vector maps	17
Numerical modelling of deep coaxial borehole heat exchangers in the Cheshire Basin, UK	17
Physics-constrained neural networks for half-space seismic wave modeling	17
Optimization of support vector machine parameters in modeling of Iju deposit mineralization and alteration zones using particle swarm optimization algorithm and grid search method	17
tc-cylinder: An optimized algorithm for accurate topography effect from high-resolution digital elevation models	17
Editorial Board	17
A simple and fast method to calculate dispersion curves of Rayleigh waves due to models with a low-velocity half-space	16
Optimized AI-MPM: Application of PSO for tuning the hyperparameters of SVM and RF algorithms	16
An advanced median filter for improving the signal-to-noise ratio of seismological datasets	16
MagTFs: A tool for estimating multiple magnetic transfer functions to constrain Earth’s electrical conductivity structure	16
Stochastic Gradient Descent optimization to estimate the power-law fractal index in fracture networks	16
Higher-order thin layer method as an efficient forward model for calculating dispersion curves of surface and Lamb waves in layered media	15
Qmin – A machine learning-based application for processing and analysis of mineral chemistry data	15
Swin Transformer for simultaneous denoising and interpolation of seismic data	15
Deep learning in denoising of micro-computed tomography images of rock samples	15
Constrained non-linear AVO inversion based on the adjoint-state optimization	14
Efficiently simulating Lagrangian particles in large-scale ocean flows — Data structures and their impact on geophysical applications	14
Automated segmentation of textured dust storms on mars remote sensing images using an encoder-decoder type convolutional neural network	14
Learning 3D mineral prospectivity from 3D geological models using convolutional neural networks: Application to a structure-controlled hydrothermal gold deposit	14
Variational Gaussian processes for implicit geological modeling	14
Spatiotemporal causal convolutional network for forecasting hourly PM2.5 concentrations in Beijing, China	14
APPMAR 1.0: A Python application for downloading and analyzing of WAVEWATCH III® wave and wind data	14
Combining a class-weighted algorithm and machine learning models in landslide susceptibility mapping: A case study of Wanzhou section of the Three Gorges Reservoir, China	14
Impact of dataset size and convolutional neural network architecture on transfer learning for carbonate rock classification	14
3D magnetotelluric modeling using high-order tetrahedral Nédélec elements on massively parallel computing platforms	14
Generating unrepresented proportions of geological facies using Generative Adversarial Networks	14
Learning spatial patterns with variational Gaussian processes: Regression	14
PINNeik: Eikonal solution using physics-informed neural networks	14
Efficient computation on large regular grids of higher-order spatial statistics via fast Fourier transform	13
Hybrid Newton method for the acceleration of well event handling in the simulation of CO2 storage using supervised learning	13
Deep learning framework for geological symbol detection on geological maps	13
Linking geo-models for geomorphological classification using knowledge graphs	13
Editorial Board	12
A geostatistical implicit modeling framework for uncertainty quantification of 3D geo-domain boundaries: Application to lithological domains from a porphyry copper deposit	12
A Fast 3-D finite element modeling algorithm for land transient electromagnetic method with OneAPI acceleration	12
Zero watermarking for vector geographic point data based on convex layers	12
A continuous piecewise polynomial fitting algorithm for trend changing points detection of sea level	12
New fast imaging techniques for electrical source transient electromagnetic data: Approaches and application	12
Detecting local earthquakes via fiber-optic cables in telecommunication conduits under Stanford University campus using deep learning	12
Revisiting the declustering of spatial data with preferential sampling	12
A deep autoencoder network connected to geographical random forest for spatially aware geochemical anomaly detection	12
Editorial Board	12
Eccentricity curve estimation from geological data using sinusoidal modeling	12
ScoreInver: 3D seismic impedance inversion based on scoring mechanism	12
GPR-FWI-Py: Open-source Python software for multi-scale regularized full waveform inversion in Ground Penetrating Radar using random excitation sources	12
Simulation and reconstruction for 3D elastic wave using multi-GPU and CUDA-aware MPI	12
GeoSPARQL query support for scientific raster array data	12
Seismic random noise suppression by structure-oriented BM3D	12
Synthetic seismic data generation with pix2pix for enhanced fault detection model training	12
A novel algorithm for identifying arrival times of P and S Waves in seismic borehole surveys	12
Dimension shifting based intelligent algorithm framework to solve conditional nonlinear optimal perturbation	11
Infomax-based deep autoencoder network for recognition of multi-element geochemical anomalies linked to mineralization	11
Deep learning in image segmentation for mineral production: A review	11
Users of open Big Earth data – An analysis of the current state	11
Modified-mean-shift-based noisy label detection for hyperspectral image classification	11
Introducing a new index for flood mapping using Sentinel-2 imagery (SFMI)	11
A new approach considering temporal correlations for GPS campaign time series	11
Grain boundary networks and shape preferred orientation – A fresh angle on pattern quantification with GBPaQ	11
Graph neural network-based topological relationships automatic identification of geological boundaries	11
First national inventory of high-elevation mass movements in the Italian Alps	10
Random noise attenuation in seismic data using Hankel sparse low-rank approximation	10
A high-resolution panchromatic-multispectral satellite image fusion method assisted with building segmentation	10
SwinMin: A mineral recognition model incorporating convolution and multi-scale contexts into swin transformer	10
Sediment grain segmentation in thin-section images using dual-modal Vision Transformer	10

Validation of a multicomponent reactive-transport model at pore scale based on the coupling of COMSOL and PhreeqC	10
Remote sensing image recommendation based on spatial–temporal embedding topic model	10
Segmentation of ore and waste rocks in borehole images using the multi-module densely connected U-net	10
genES-MDA: A generic open-source software package to solve inverse problems via the Ensemble Smoother with Multiple Data Assimilation	10
Distilling data to drive carbon storage insights	10
Evaluation of LiDAR-derived river networks coarsening with spatial patterns preservation	10
Semantic segmentation of explosive volcanic plumes through deep learning	10
A hierarchical deep neural network with iterative features for semantic labeling of airborne LiDAR point clouds	10
SMART mineral mapping: Synchrotron-based machine learning approach for 2D characterization with coupled micro XRF-XRD	10
Accelerating the Lagrangian particle tracking of residence time distributions and source water mixing towards large scales	9
Semantic segmentation of coastal aerial/satellite images using deep learning techniques: An application to coastline detection	9
Corrigendum to “An adaptive-size vector tile pyramid construction method considering spatial data distribution density characteristics” [Comput. Geosci. 184 (2024) 105537]	9
Study on exploring the extraction of geological elements from 3D geological models within the constraints of geological knowledge	9
tonus: Detection, characterization and cataloguing of seismo-volcanic tonal signals	9
A fast and robust method for detecting trend turning points in InSAR displacement time series	9
Advanced petrographic thin section segmentation through deep learning-integrated adaptive GLFIF	9
Diffuser: A user-friendly program for diffusion chronometry with robust uncertainty estimation	9
Cosine-enhanced tuna swarm optimized exponential entropy segmentation method for sand grain microscopic images	9
Dual-scattering elastic least-squares reverse time migration	9
Sample size effects on landslide susceptibility models: A comparative study of heuristic, statistical, machine learning, deep learning and ensemble learning models with SHAP analysis	9
A kinematic method for generating earthquake sequences	9
A user-centric metadata model to foster sharing and reuse of multidisciplinary datasets in environmental and life sciences	9
MeePaSoL: A MATLAB-based GUI software tool for shoreline management	8
A robust, fast, and accurate algorithm for point in spherical polygon classification with applications in geoscience and remote sensing	8
Real-time and post-hoc compression for data from Distributed Acoustic Sensing	8
GROWTH-23: An integrated code for inversion of complete Bouguer gravity anomaly or temporal gravity changes	8
Automatic first-arrival picking through convolution kernel construction and particle swarm optimization	8
Enhancing digital rock image resolution with a GAN constrained by prior and perceptual information	8
Core-CT: A MATLAB application for the quantitative analysis of sediment and coral cores from X-ray computed tomography (CT)	8
Design, implementation and application of the Marchenko plane-wave algorithm	8
Enhanced lithological mapping in arid crystalline regions using explainable AI and multi-spectral remote sensing data	8
Intelligent seismic stratigraphic modeling using temporal convolutional network	8
A web-based system for satellite-based high-resolution global soil moisture maps	8
Full waveform inversion using Random Mixing	8
Machine learning application to layer counting in speleothems	8
WaCoDiS: Automated Earth Observation data processing within an event-driven architecture for water monitoring	8
Global mantle conductivity imaging using 3-D geomagnetic depth sounding with real earth surface conductivity constraint	8
Generalized Gauss-FFT 3D forward gravity modeling for irregular topographic mass having any 3D variable density contrast	8
Benchmarking multiphysics software for mantle convection	8
DeepQuake — An application of CNN for seismo-acoustic event classification in The Netherlands	8
A framework for ecosystem service assessment using GIS interoperability standards	8
Asymmetric learning based deep denoiser for nonstationary desert seismic noise suppression	8
Computing dip-angle gathers using Poynting vector for elastic reverse time migration in 2D transversely isotropic media	8
Superpixel segmentations for thin sections: Evaluation of methods to enable the generation of machine learning training data sets	8
Seismic fault detection using convolutional neural networks with focal loss	8
Comparative analysis of computational schemes for FEM modeling of 3D time-domain geoelectromagnetic fields excited by a horizontal grounded-wire source	8
Chroma: A MATLAB package and open-source platform for biomarker data processing and automatic index calculations	8
Risk-based tsunami early warning using random forest	8
Computational cost comparison between nodal and vector finite elements in the modeling of controlled source electromagnetic data using a direct solver	8
Deep learning-based image classification for online multi-coal and multi-class sorting	8
A two-dimensional magnetotelluric deep learning inversion approach based on improved Dense Convolutional Network	8
NT-Com: A combined machine learning model for picking up first arrival	8