Computers & Geosciences

Article	Citations
Editorial Board	159
Compression of seismic forward modeling wavefield using TuckerMPI	152
Association Announcement 2023 Felix Chayes Prize	128
Learning spatial patterns with variational Gaussian processes: Regression	121
A deep learning-based parametric inversion for forecasting water-filled bodies position using electromagnetic method	110
Borehole lithology modelling with scarce labels by deep transductive learning	89
MineralImage5k: A benchmark for zero-shot raw mineral visual recognition and description	88
Swin Transformer for simultaneous denoising and interpolation of seismic data	76
Imputation of missing values in well log data using k-nearest neighbor collaborative filtering	76
Towards an open soil-plant digital twin based on STEMMUS-SCOPE model following open science	75
Impact of dataset size and convolutional neural network architecture on transfer learning for carbonate rock classification	66
Efficient and robust Levenberg–Marquardt Algorithm based on damping parameters for parameter inversion in underground metal target detection	64
Stochastic Gradient Descent optimization to estimate the power-law fractal index in fracture networks	61
DRR: An open-source multi-platform package for the damped rank-reduction method and its applications in seismology	58
Shear wave velocity prediction based on bayesian-optimized multi-head attention mechanism and CNN-BiLSTM	56
Is attention all geosciences need? Advancing quantitative petrography with attention-based deep learning	55
Graph neural network-based topological relationships automatic identification of geological boundaries	54
3D edge-based and nodal finite element modeling of magnetotelluric in general anisotropic media	51
Enhanced lithological mapping in arid crystalline regions using explainable AI and multi-spectral remote sensing data	49
SAIPy: A Python package for single-station earthquake monitoring using deep learning	48
Understanding geological reports based on knowledge graphs using a deep learning approach	47
Dimension shifting based intelligent algorithm framework to solve conditional nonlinear optimal perturbation	46
Simulation and reconstruction for 3D elastic wave using multi-GPU and CUDA-aware MPI	46
Superpixel segmentations for thin sections: Evaluation of methods to enable the generation of machine learning training data sets	45
A high-resolution panchromatic-multispectral satellite image fusion method assisted with building segmentation	44

genES-MDA: A generic open-source software package to solve inverse problems via the Ensemble Smoother with Multiple Data Assimilation	43
Asymmetric learning based deep denoiser for nonstationary desert seismic noise suppression	42
Computing dip-angle gathers using Poynting vector for elastic reverse time migration in 2D transversely isotropic media	42
Shale sample permeability estimation using fractal parameters computed from TransUnet-based SEM image segmentation	41
Sample size effects on landslide susceptibility models: A comparative study of heuristic, statistical, machine learning, deep learning and ensemble learning models with SHAP analysis	38
Adversarial learning of permanent seismic deformation from GNSS coordinate timeseries	38
FracAbut: A python toolbox for computing fracture stratigraphy using interface impedance	37
PyLGRIM: Modelling 3D-ERI with infinite elements in complex topography context	37
Mineral prospectivity analysis is unstable to changes in pixel size	36
An improved method to accelerate the acquisition efficiency of the T1-T2 spectrum based on the IR-BSSFP-CPMG pulse sequence∗	34
Editorial Board	33
A novel algorithm for seismic events multiplets search	33
Emerging trends in big data analytics and natural disasters	32
Differentiating outcropping strata from oblique photogrammetric data using an octree-based convolutional neural network with spatial parameters	32
Quantitative analysis of fracture evolution in fold: Insights from FDEM modelling	31
For any two arbitrary slices from one digital rock, its twins can be fast stably reconstructed: A novel integrated model of RVION with ADA-PGGAN	30
Data space inversion for efficient predictions and uncertainty quantification for geothermal models	30
Editorial Board	30
Virtual fieldwork in immersive environments using game engines	30
Stochastic analysis of air–sea heat fluxes variability in the North Atlantic in 1979–2022 based on reanalysis data	29
Fractal-based supervised approach for dimensionality reduction of hyperspectral images	29
ElasWave3D: A GPU-accelerated 3D finite-difference elastic wave solver for complex topography using irregular subdomain index arrays	27
Terrain methods on spectral analysis for paleoclimate interpretations: A novel visualization technique using python	27
Research on hyperspectral remote sensing alteration mineral mapping using an improved ViT model	27
Multiscale reconstruction of porous media based on multiple dictionaries learning	26
Latent diffusion models for parameterization of facies-based geomodels and their use in data assimilation	26
Scalability and composability of flow accumulation algorithms based on asynchronous many-tasks	25
Fast forward modeling of grounded electrical-source transient electromagnetic based on inverse Laplace transform adaptive hybrid algorithm	24
Automatic recognition of slide mass and inversion analysis of landslide based on discrete element method	24
A benchmark study for quasi-static numerical upscaling of seismic wave attenuation and dispersion in fractured poroelastic rocks	24
Editorial Board	23
A GPU algorithm for identifying the longest flow paths in catchments	23
Prior information assisted multi-scale network for precipitation nowcasting	23
Mitigation of spatial nonstationarity with vision transformers	23
Improved modelling of fluid production and reinjection in geothermal reservoirs	23
Simulating electrochemical migration and anion exclusion in porous and fractured media using PFLOTRAN22
Hybrid supervised prestack three-parameter inversion method based on physical equation driving	22
A high-efficiency parallel fast marching method for large-scale seismic tomography in three-dimensional spherical coordinates	22
Research on microseismic signal identification through data fusion	21
A novel algorithm and software for 3D density gravity inversion	21
DAM-CGNet: Semantic segmentation-based approach for valley-bottom extraction from digital elevation models	21
Short-term earthquake forecasting using electromagnetic and geoacoustic observations via contrastive learning	21
Imputation in well log data: A benchmark for machine learning methods	21
AnalyZr: A Python application for zircon grain image segmentation and shape analysis	20
Automatic identification of semi-tracks on apatite and mica using a deep learning method	19
Enhanced wave modeling & optimal plane-wave destruction (OPWD) method for diffraction separation and imaging	19
LABQ3: Bayesian method for quantification of mineral compositions and nano-scale elemental mapping of 3D synchrotron XCT data	19
Ensemble hindcasting of winds and waves for the coastal and oceanic region of Southern Brazil	19
TwoStream-EQT: A microseismic phase picking model combining time and frequency domain inputs	19
Measuring sampling fairness and geochemical consensus for blasthole assays within grade-block mining units	18

A high spatiotemporal resolution framework for urban temperature prediction using IoT data	18
Forecasting of absolute dynamic topography using deep learning algorithm with application to the Baltic Sea	18
Probabilistic volcanic mass flow hazard assessment using statistical surrogates of deterministic simulations	18
Densely multiscale framework for segmentation of high resolution remote sensing imagery	18
pySimFrac: A Python library for synthetic fracture generation and analysis	18
Editorial Board	18
Latent diffusion model for conditional reservoir facies generation	17
Hybrid CPU-GPU solution to regularized divergence-free curl-curl equations for electromagnetic inversion problems	17
Combining deep neural network and spatio-temporal clustering to automatically assess rockburst and seismic hazard – Case study from Marcel coal mine in Upper Silesian Basin, Poland	17
Massively parallel modeling of electromagnetic field in conductive media: An MPI-CUDA implementation on Multi-GPU computers	17
Daily Ten-ST-GEE: An open access and fully automated 10-m LST downscaling system	17
Modeling reactive multi-component multi-phase flow for Geological Carbon Sequestration (GCS) with Matlab	17
Parallel assignment of flow directions over flat surfaces in massive digital elevation models	17
Efficient variable precision reduction in chaotic climate models: Analysis of the NEMO case in the destination earth project	17
THEPORE: A software package for modeling THErmo-PORo-elastic displacements	17
Knowledge-driven stochastic modeling of geological geometry features conditioned on drillholes and outcrop contacts	17
Image-guided structure-constrained inversion of electrical resistivity data for improving contaminations characterization	17
An automated method for topology consistent processing of parallel geological cross-sections based on topology reasoning	17
Improving generalization through self-supervised learning using generative pre-training transformer for natural gas segmentation	17
Physics-Informed Neural Networks for solving transient unconfined groundwater flow	16
Automatic variogram calculation and modeling	16
P-Swin: Parallel Swin transformer multi-scale semantic segmentation network for land cover classification	16
Identifying microseismic events using a dual-channel CNN with wavelet packets decomposition coefficients	16
Laplacian deep ensembles: Methodology and application in predicting dUT1 considering geophysical fluids	16
THYRSIS: A QGIS plugin for hydrogeological modelling	15
Deep Kernel Dictionary Learning for detection of wave breaking features in Atmospheric Gravity Waves	15
Acceleration strategies for large-scale sequential simulations using parallel neighbour search: Non-LVA and LVA scenarios	15
Corrigendum to “Parallel assignment of flow directions over flat surfaces in massive digital elevation models” [Comput. Geosci. 159 (2021) 105015]	15
An ontology-based framework for semantic geographic information systems development and understanding	15
A VTI medium prestack migration method based on the De Wolf approximation	15
Preface: Embracing interdisciplinary earth science: Advancing through open science, collaboration, and innovation	15
Introducing USED: Urban Seismic Event Detection	15
Capturing exposed bedrock in the upland regions of Great Britain: A geomorphometric focused random forest approach	15
Front and skeleton features based methods for tracking salinity propagation in the ocean	15
Direct Sequential Simulation for spherical linear inverse problems	15
Multiscale study of statistical fractal DFN model and corresponding seismic images	14
An improved algorithm for extracting crossovers of satellite ground tracks	14
Quantitative bed-type classification for a global comparison of deep-water sedimentary systems	14
TomoATT: An open-source package for Eikonal equation-based adjoint-state traveltime tomography for seismic velocity and azimuthal anisotropy	14
Hybrid and automated machine learning approaches for oil fields development: The case study of Volve field, North Sea	14
Local conditioning in posterior sampling methods with example cases in subsurface inversion	14
Improved prediction of shale gas productivity in the Marcellus shale using geostatistically generated well-log data and ensemble machine learning	14
SwinInver: 3D data-driven seismic impedance inversion based on Swin Transformer and adversarial training	14
Dual level attention based lightweight vision transformer for streambed land use change classification using remote sensing	14
Optimized Apriori algorithm for deformation response analysis of landslide hazards	14
Optimized AI-MPM: Application of PSO for tuning the hyperparameters of SVM and RF algorithms	13
GeoSPARQL query support for scientific raster array data	13
Computation of specular reflections on a sphere: Assessment and validation of algorithms based on special boundary cases	13
Optimization of support vector machine parameters in modeling of Iju deposit mineralization and alteration zones using particle swarm optimization algorithm and grid search method	13
Extracting fact-condition relation from geological papers via deep structured semantic model with multi-grained representation	13
Efficient modeling of fractional Laplacian viscoacoustic wave equation with fractional finite-difference method	13
GROWTH-23: An integrated code for inversion of complete Bouguer gravity anomaly or temporal gravity changes	13
Calculating sensitivity or gradient for geophysical inverse problems using automatic and implicit differentiation	13
A study on grille structure modeling algorithm for fault-controlled fractured-cavity reservoirs: A case study of the shunbei no. 5 fault zone	13
Design, implementation and application of the Marchenko plane-wave algorithm	13
High-resolution aeromagnetic map through Adapted-SRGAN: A case study in Québec, Canada	13
Chroma: A MATLAB package and open-source platform for biomarker data processing and automatic index calculations	12
An improved method for pore size distribution measurement of porous geomaterials based on microscopic images	12
Semi-analytical method for thermal field analysis of multiple arbitrarily shaped inhomogeneities in heterogeneous geological media	12
EaDz: A web-based, relational database for detrital zircons from East Asia	12
Intelligent seismic stratigraphic modeling using temporal convolutional network	12
Semantic segmentation of coastal aerial/satellite images using deep learning techniques: An application to coastline detection	12
Advanced petrographic thin section segmentation through deep learning-integrated adaptive GLFIF	12
Geophysics-guided multi-stage hybrid learning for post-stack seismic impedance inversion	12
Introducing a new index for flood mapping using Sentinel-2 imagery (SFMI)	12
Comparative analysis of computational schemes for FEM modeling of 3D time-domain geoelectromagnetic fields excited by a horizontal grounded-wire source	11
3D magnetotelluric inversion with arbitrary data orientation angles	11
Measuring landslide-driven ground displacements with high-resolution surface models and optical flow	11
Diffuser: A user-friendly program for diffusion chronometry with robust uncertainty estimation	11
Seismic fault detection using convolutional neural networks with focal loss	11
Editorial Board	11
Seismicity-constrained fault detection and characterization with a multitask machine learning model	11
Cosine-enhanced tuna swarm optimized exponential entropy segmentation method for sand grain microscopic images	11
Application of polynomial type elastic outer boundary conditions in fractal composite reservoir seepage model	11
Discriminator-based stratigraphic sequence semantic augmentation seismic facies analysis	11
The multi-GPU Wetland DEM Ponding Model	11
Hyperspectral image classification based on faster residual multi-branch spiking neural network	10
Deep generative networks for multivariate fullstack seismic data inversion using inverse autoregressive flows	10
PyRefra – Refraction seismic data treatment and inversion	10
Polar night jet characterization through artificial intelligence	10

Spatio-temporal deep networks with feature disentangling for advancing earthquake monitoring	10
Uncertainty-aware ensemble learning and dynamic threshold optimization for landslide susceptibility mapping	10
Petro NLP: Resources for natural language processing and information extraction for the oil and gas industry	10
CSIDRS – stable isotope data reduction software for the CAMECA LG SIMS	10
AI-based geological subsurface reconstruction using sparse convolutional autoencoders	10
Removing atmospheric noise from InSAR interferograms in mountainous regions with a convolutional neural network	10
ConvEQ: Convolutional neural network for earthquake phase classification using short time frequency transform	10
Advection-based tracking and analysis of salinity movement in the Indian Ocean	10
Sparse graph-regularized dictionary learning for full waveform inversion	10
Interpreting Deepkriging for spatial interpolation in geostatistics	10
Effective training strategies for deep-learning-based precipitation nowcasting and estimation	10
A deep scalable neural architecture for soil properties estimation from spectral information	10
Introducing PyFaultSlip: A free and open-source tool for the assessment of induced fault slip hazards from deep fluid injection	10
Magnetic anomaly detection of adjacent parallel pipelines using deep learning neural networks	10
Editorial Board	10
Core–shell clustering approach for detection and analysis of coastal upwelling	10
Statistical comparison of variogram-based inversion methods for conditioning to indirect data	10
Exploiting global information and local edge detail for full waveform inversion	10
Unsupervised clustering of ambient seismic noise in an urban environment	10
Estimation of electrical conductivity models using multi-coil rigid-boom electromagnetic induction measurements	10
Smoke or cloud: Real-time satellite image segmentation in a wildfire data integration application	10
Multi-mineral segmentation of micro-tomographic images using a convolutional neural network	9
QDMlab: A MATL	9
A geological knowledge-constrained entity and relation extraction method for text: A case study of granitic pegmatite-type lithium deposits	9
Magnetic anomalies characterization: Deep learning and explainability	9
Partially overlapped grain shape restoration of the granular rock images	9
gTOOLS, an open-source MATLAB program for processing high precision, relative gravity data for time-lapse gravity monitoring	9
Cube2sph : A toolkit enabling flexible and accurate continental-scale seismic wave simulations using the SPECFEM3D_Cartesian package	9
Efficient extraction of seismic reflection with Deep Learning	9
LADI: Landslide displacement interpolation through a spatial-temporal Kalman filter	9
Efficient proxy for time-lapse seismic forward modeling using a U-net encoder–decoder approach	9
IntersecT: a Python script for quantitative isopleth thermobarometry of equilibrium and disequilibrium systems	9
Unsupervised active–transfer learning for automated landslide mapping	9
Laudatio for Prof. João Felipe Coimbra Leite Costa, recipient of the John Cedric Griffiths teaching Award	9
WlCount: Geological lamination detection and counting using an image analysis approach	9
Domain knowledge-guided geological named entities recognition of rock minerals based on prompt engineering with error feedback mechanism	9
DeLIA: A Dependability Library for Iterative Applications applied to parallel geophysical problems	9
Calibration, inversion and sensitivity analysis for hydro-morphodynamic models through the application of adjoint methods	9
One-dimensional magnetotelluric parallel inversion using a ResNet1D-8 residual neural network	9
A 3D forward stratigraphic model of aeolian dune evolution for prediction of lithofacies heterogeneity	9
Siamese topographic generation model: A deep learning model for generating Antarctic subglacial topography with fine details	9
A deep learning model for predicting the production of coalbed methane considering time, space, and geological features	9
A combined deep learning and morphology approach for DFS identification and parameter extraction	8
GeoReservoir: An ontology for deep-marine depositional system geometry description	8
Seimic impedance inversion based on semi-supervised learning	8
Grade estimation using a hybrid method of back-propagation artificial neural network and particle swarm optimization with integrated samples coordinate and local variability	8
Functional multiple-point simulation	8
Deep semi-supervised learning using generative adversarial networks for automated seismic facies classification of mass transport complex	8
Denoising sparker seismic data with Deep BiLSTM in fractional Fourier transform	8
A multidimensional AI-trained correction to the 1D approximate model for Airborne TDEM sensing	8
Fire-Image-DenseNet (FIDN) for predicting wildfire burnt area using remote sensing data	8
Core box image recognition and its improvement with a new augmentation technique	8
Real-time social media sentiment analysis for rapid impact assessment of floods	8
SWE_of_Bathymetry.m: A geomorphometric tool to automate discrimination between detachment and magmatic seafloor at slow-spreading ridges from shipboard multibeam bathymetry	8
Simulating volume-controlled invasion of a non-wetting fluid in volumetric images using basic image processing tools	8
Corrigendum to “Seismic random noise attenuation using structure-oriented 3D curvelet transform” [Comput. Geosci. 206 (2026) 106020]	8
Relative dating of fault activity using the principle of cross-cutting relationships: An automated approach	8
MLFC-net: A multi-level feature combination attention model for remote sensing scene classification	8
Editorial Board	8
An automatic graph-based method for characterizing multichannel networks	8
Comparison of machine learning algorithms for emulation of a gridded hydrological model given spatially explicit inputs	8
μCT scans permeability computation with an unfi	8
An assessment on the off-road trafficability using a quantitative rule method with geographical and geological data	8
A method for preserving three spatial features in the upscaling of categorical raster data	8
Siamese Adversarial Network for image classification of heavy mineral grains	8
IsoMapGen: Framework for early prediction of peak ground acceleration using tripartite feature extraction and gated attention model	8
DisperPy: A machine learning based tool to automatically pick group velocity dispersion curves from earthquakes	7
Editorial Board	7
Integrating scientific knowledge into machine learning using interactive decision trees	7
Refrapy: A Python program for seismic refraction data analysis	7
Expert K-means reconstruction method: a novel image processing approach for mesostructure reconstruction of crystalline rocks	7
An integrated neighborhood and scale information network for open-pit mine change detection in high-resolution remote sensing images	7
Applications of data augmentation in mineral prospectivity prediction based on convolutional neural networks	7
Backpropagation-based inference for spatial interpolation to estimate the blastability index in an open pit mine	7
Rapid surrogate modeling of magnetotelluric in the frequency domain using physics-driven deep neural networks	7
GeoGravGOCE: A standalone MATLAB GUI for processing GOCE satellite gradient data	7
Auto-Tuning for OpenMP Dynamic Scheduling applied to Full Waveform Inversion	7
Rock thin section image classification in low data scenarios using few-shot learning	7
A reliable Bayesian neural network for the prediction of reservoir thickness with quantified uncertainty	7
SphGLLTools: A toolbox for visualization of large seismic model files based on 3D spectral-element meshes	7
Intelligent fault prediction with wavelet-SVM fusion in coal mine	7
Robust frequency-domain acoustic waveform inversion using a measurement of smooth radical function derived from compressive sensing	7
Random forests-based error-correction of streamflow from a large-scale hydrological model: Using model state variables to estimate error terms	7
Efficient geo-electromagnetic modeling techniques for complex geological structures: A karst MT example	7
An assisted multi-frame approach for super-resolution in hyperspectral images of rock samples	7
Anisotropic resistivity estimation and uncertainty quantification from borehole triaxial electromagnetic induction measurements: Gradient-based inversion and physics-informed neural network	7
PyHawk: An efficient gravity recovery solver for low–low satellite-to-satellite tracking gravity missions	7
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	7
APPMAR 1.0: A Python application for downloading and analyzing of WAVEWATCH III® wave and wind data	7
Constrained non-linear AVO inversion based on the adjoint-state optimization	7
Time reversal imaging and transfer learning for spatial and temporal seismic source location	7
Editorial Board	7
A first arrival picking method of microseismic signals based on semi-supervised learning using FreeMatch and MS-Picking	7
A self-attention convolutional long and short-term memory network for correcting sea surface wind field forecasts to facilitate sea ice drift prediction	7
Automatic recognition of debris rock lithology based on unsupervised semantic segmentation	7