Computers & Geosciences

Article	Citations
Imputation of missing values in well log data using k-nearest neighbor collaborative filtering	136
Association Announcement 2023 Felix Chayes Prize	120
A deep learning-based parametric inversion for forecasting water-filled bodies position using electromagnetic method	101
Qmin – A machine learning-based application for processing and analysis of mineral chemistry data	96
Borehole lithology modelling with scarce labels by deep transductive learning	91
Compression of seismic forward modeling wavefield using TuckerMPI	88
Classifying tree species in the plantations of southern China based on wavelet analysis and mathematical morphology	75
MineralImage5k: A benchmark for zero-shot raw mineral visual recognition and description	73
An improved extreme learning machine algorithm for transient electromagnetic nonlinear inversion	73
Learning spatial patterns with variational Gaussian processes: Regression	72
DRR: An open-source multi-platform package for the damped rank-reduction method and its applications in seismology	69
Stochastic Gradient Descent optimization to estimate the power-law fractal index in fracture networks	66
Efficient and robust Levenberg–Marquardt Algorithm based on damping parameters for parameter inversion in underground metal target detection	65
Swin Transformer for simultaneous denoising and interpolation of seismic data	62
Shear wave velocity prediction based on bayesian-optimized multi-head attention mechanism and CNN-BiLSTM	59
Impact of dataset size and convolutional neural network architecture on transfer learning for carbonate rock classification	57
A high-resolution panchromatic-multispectral satellite image fusion method assisted with building segmentation	55
Enhanced lithological mapping in arid crystalline regions using explainable AI and multi-spectral remote sensing data	54
Modified-mean-shift-based noisy label detection for hyperspectral image classification	53
Core-CT: A MATLAB application for the quantitative analysis of sediment and coral cores from X-ray computed tomography (CT)	52
Graph neural network-based topological relationships automatic identification of geological boundaries	52
Enhancing digital rock image resolution with a GAN constrained by prior and perceptual information	51
Asymmetric learning based deep denoiser for nonstationary desert seismic noise suppression	49
Computing dip-angle gathers using Poynting vector for elastic reverse time migration in 2D transversely isotropic media	49
Shale sample permeability estimation using fractal parameters computed from TransUnet-based SEM image segmentation	49

Adversarial learning of permanent seismic deformation from GNSS coordinate timeseries	49
Is attention all geosciences need? Advancing quantitative petrography with attention-based deep learning	46
Understanding geological reports based on knowledge graphs using a deep learning approach	46
genES-MDA: A generic open-source software package to solve inverse problems via the Ensemble Smoother with Multiple Data Assimilation	43
Sample size effects on landslide susceptibility models: A comparative study of heuristic, statistical, machine learning, deep learning and ensemble learning models with SHAP analysis	42
Dimension shifting based intelligent algorithm framework to solve conditional nonlinear optimal perturbation	42
Simulation and reconstruction for 3D elastic wave using multi-GPU and CUDA-aware MPI	41
Validation of a multicomponent reactive-transport model at pore scale based on the coupling of COMSOL and PhreeqC	41
SAIPy: A Python package for single-station earthquake monitoring using deep learning	39
3D edge-based and nodal finite element modeling of magnetotelluric in general anisotropic media	38
Superpixel segmentations for thin sections: Evaluation of methods to enable the generation of machine learning training data sets	37
HPC cluster-based user-defined data integration platform for deep learning in geoscience applications	36
Differentiating outcropping strata from oblique photogrammetric data using an octree-based convolutional neural network with spatial parameters	35
Quantitative analysis of fracture evolution in fold: Insights from FDEM modelling	35
Multiscale reconstruction of porous media based on multiple dictionaries learning	35
Fractal-based supervised approach for dimensionality reduction of hyperspectral images	33
FracAbut: A python toolbox for computing fracture stratigraphy using interface impedance	33
Decomposition of multivariate spatial data into latent factors	33
Latent diffusion models for parameterization of facies-based geomodels and their use in data assimilation	31
Stochastic analysis of air–sea heat fluxes variability in the North Atlantic in 1979–2022 based on reanalysis data	31
Automatic recognition of slide mass and inversion analysis of landslide based on discrete element method	31
PyLGRIM: Modelling 3D-ERI with infinite elements in complex topography context	30
Editorial Board	30
A novel algorithm for seismic events multiplets search	30
Emerging trends in big data analytics and natural disasters	29
Editorial Board	28
Scalability and composability of flow accumulation algorithms based on asynchronous many-tasks	27
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	27
Simulating electrochemical migration and anion exclusion in porous and fractured media using PFLOTRAN26
An improved method to accelerate the acquisition efficiency of the T1-T2 spectrum based on the IR-BSSFP-CPMG pulse sequence∗	26
A benchmark study for quasi-static numerical upscaling of seismic wave attenuation and dispersion in fractured poroelastic rocks	26
Terrain methods on spectral analysis for paleoclimate interpretations: A novel visualization technique using python	26
Virtual fieldwork in immersive environments using game engines	26
Data space inversion for efficient predictions and uncertainty quantification for geothermal models	26
Mitigation of spatial nonstationarity with vision transformers	25
Forecasting of absolute dynamic topography using deep learning algorithm with application to the Baltic Sea	25
AnalyZr: A Python application for zircon grain image segmentation and shape analysis	25
Ensemble hindcasting of winds and waves for the coastal and oceanic region of Southern Brazil	24
Fast forward modeling of grounded electrical-source transient electromagnetic based on inverse Laplace transform adaptive hybrid algorithm	24
Sedimentary phosphate classification based on spectral analysis and machine learning	24
Improved modelling of fluid production and reinjection in geothermal reservoirs	23
pySimFrac: A Python library for synthetic fracture generation and analysis	23
LABQ3: Bayesian method for quantification of mineral compositions and nano-scale elemental mapping of 3D synchrotron XCT data	23
Research on microseismic signal identification through data fusion	23
Probabilistic volcanic mass flow hazard assessment using statistical surrogates of deterministic simulations	23
Prior information assisted multi-scale network for precipitation nowcasting	23
Enhanced wave modeling & optimal plane-wave destruction (OPWD) method for diffraction separation and imaging	23
Automatic identification of semi-tracks on apatite and mica using a deep learning method	23
A novel algorithm and software for 3D density gravity inversion	22
A high-efficiency parallel fast marching method for large-scale seismic tomography in three-dimensional spherical coordinates	22

Imputation in well log data: A benchmark for machine learning methods	22
Application of group decision-making AHP of confidence index and cloud model for rock slope stability evaluation	21
An automated method for topology consistent processing of parallel geological cross-sections based on topology reasoning	21
Estimation using multiple-point statistics	21
Parallel assignment of flow directions over flat surfaces in massive digital elevation models	21
Densely multiscale framework for segmentation of high resolution remote sensing imagery	21
Deep learning of rock images for intelligent lithology identification	21
Measuring sampling fairness and geochemical consensus for blasthole assays within grade-block mining units	21
Latent diffusion model for conditional reservoir facies generation	20
Hybrid CPU-GPU solution to regularized divergence-free curl-curl equations for electromagnetic inversion problems	20
Image-guided structure-constrained inversion of electrical resistivity data for improving contaminations characterization	20
THEPORE: A software package for modeling THErmo-PORo-elastic displacements	20
Daily Ten-ST-GEE: An open access and fully automated 10-m LST downscaling system	19
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	18
Physics-Informed Neural Networks for solving transient unconfined groundwater flow	18
Modeling reactive multi-component multi-phase flow for Geological Carbon Sequestration (GCS) with Matlab	18
A high spatiotemporal resolution framework for urban temperature prediction using IoT data	17
Knowledge-driven stochastic modeling of geological geometry features conditioned on drillholes and outcrop contacts	17
An adaptively multi-attribute index framework for big IoT data	17
P-Swin: Parallel Swin transformer multi-scale semantic segmentation network for land cover classification	17
Improving generalization through self-supervised learning using generative pre-training transformer for natural gas segmentation	17
Identifying microseismic events using a dual-channel CNN with wavelet packets decomposition coefficients	16
Multiscale study of statistical fractal DFN model and corresponding seismic images	16
Laplacian deep ensembles: Methodology and application in predicting dUT1 considering geophysical fluids	16
Massively parallel modeling of electromagnetic field in conductive media: An MPI-CUDA implementation on Multi-GPU computers	16
Imputation of missing well log data by random forest and its uncertainty analysis	16
Tree segmentation and change detection of large urban areas based on airborne LiDAR	16
A comparative study of machine learning and Fuzzy-AHP technique to groundwater potential mapping in the data-scarce region	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
Automatic variogram calculation and modeling	15
Hybrid and automated machine learning approaches for oil fields development: The case study of Volve field, North Sea	15
Direct Sequential Simulation for spherical linear inverse problems	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
Front and skeleton features based methods for tracking salinity propagation in the ocean	15
High-performance parallel implementations of flow accumulation algorithms for multicore architectures	14
Fast multi-resolution 3D inversion of potential fields with application to high-resolution gravity and magnetic anomaly data from the Eastern Goldfields in Western Australia	14
Constraining uncertainty of fault orientation using a combinatorial algorithm	14
Preface: Embracing interdisciplinary earth science: Advancing through open science, collaboration, and innovation	14
Dual level attention based lightweight vision transformer for streambed land use change classification using remote sensing	14
Capturing exposed bedrock in the upland regions of Great Britain: A geomorphometric focused random forest approach	13
SwinInver: 3D data-driven seismic impedance inversion based on Swin Transformer and adversarial training	13
Calculating sensitivity or gradient for geophysical inverse problems using automatic and implicit differentiation	13
A VTI medium prestack migration method based on the De Wolf approximation	13
Local conditioning in posterior sampling methods with example cases in subsurface inversion	13
Quantitative bed-type classification for a global comparison of deep-water sedimentary systems	13
An improved algorithm for extracting crossovers of satellite ground tracks	13
Introducing USED: Urban Seismic Event Detection	13
Characterization of pore and grain size distributions in porous geological samples – An image processing workflow	13
Finite-infinite element analysis for flow simulation in a phreatic aquifer	13
Deep learning in denoising of micro-computed tomography images of rock samples	12
Optimized AI-MPM: Application of PSO for tuning the hyperparameters of SVM and RF algorithms	12
A hierarchical deep neural network with iterative features for semantic labeling of airborne LiDAR point clouds	12
Advanced petrographic thin section segmentation through deep learning-integrated adaptive GLFIF	12
Computation of specular reflections on a sphere: Assessment and validation of algorithms based on special boundary cases	12
Association announcement 2021 Felix Chayes Prize	12
Optimized Apriori algorithm for deformation response analysis of landslide hazards	12
Improved prediction of shale gas productivity in the Marcellus shale using geostatistically generated well-log data and ensemble machine learning	12
Diffuser: A user-friendly program for diffusion chronometry with robust uncertainty estimation	12
Efficient modeling of fractional Laplacian viscoacoustic wave equation with fractional finite-difference method	12
High-resolution aeromagnetic map through Adapted-SRGAN: A case study in Québec, Canada	12
Extracting fact-condition relation from geological papers via deep structured semantic model with multi-grained representation	12
Classification, segmentation and correlation of zoned minerals	12
Optimization of support vector machine parameters in modeling of Iju deposit mineralization and alteration zones using particle swarm optimization algorithm and grid search method	12
GeoSPARQL query support for scientific raster array data	12
EaDz: A web-based, relational database for detrital zircons from East Asia	12
Cosine-enhanced tuna swarm optimized exponential entropy segmentation method for sand grain microscopic images	12
Comparative analysis of computational schemes for FEM modeling of 3D time-domain geoelectromagnetic fields excited by a horizontal grounded-wire source	11
GROWTH-23: An integrated code for inversion of complete Bouguer gravity anomaly or temporal gravity changes	11
Intelligent seismic stratigraphic modeling using temporal convolutional network	11
Seismic fault detection using convolutional neural networks with focal loss	11
Design, implementation and application of the Marchenko plane-wave algorithm	11
Benchmarking multiphysics software for mantle convection	11
Semantic segmentation of coastal aerial/satellite images using deep learning techniques: An application to coastline detection	11
Chroma: A MATLAB package and open-source platform for biomarker data processing and automatic index calculations	11
Introducing a new index for flood mapping using Sentinel-2 imagery (SFMI)	11
A framework for ecosystem service assessment using GIS interoperability standards	11
Deep generative networks for multivariate fullstack seismic data inversion using inverse autoregressive flows	10

Removing atmospheric noise from InSAR interferograms in mountainous regions with a convolutional neural network	10
Massive database generation for 2.5D borehole electromagnetic measurements using refined isogeometric analysis	10
The multi-GPU Wetland DEM Ponding Model	10
Petro NLP: Resources for natural language processing and information extraction for the oil and gas industry	10
Magnetic anomaly detection of adjacent parallel pipelines using deep learning neural networks	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
Three-dimensional magnetotelluric modeling using the finite element model reduction algorithm	10
Hyperspectral image classification based on faster residual multi-branch spiking neural network	10
Measuring landslide-driven ground displacements with high-resolution surface models and optical flow	10
Application of polynomial type elastic outer boundary conditions in fractal composite reservoir seepage model	10
3D magnetotelluric inversion with arbitrary data orientation angles	10
Editorial Board	10
CSIDRS – stable isotope data reduction software for the CAMECA LG SIMS	10
A stacking methodology of machine learning for 3D geological modeling with geological-geophysical datasets, Laochang Sn camp, Gejiu (China)	10
gTOOLS, an open-source MATLAB program for processing high precision, relative gravity data for time-lapse gravity monitoring	9
LADI: Landslide displacement interpolation through a spatial-temporal Kalman filter	9
Core–shell clustering approach for detection and analysis of coastal upwelling	9
ConvEQ: Convolutional neural network for earthquake phase classification using short time frequency transform	9
DeLIA: A Dependability Library for Iterative Applications applied to parallel geophysical problems	9
A 3D forward stratigraphic model of aeolian dune evolution for prediction of lithofacies heterogeneity	9
Effective training strategies for deep-learning-based precipitation nowcasting and estimation	9
QDMlab: A MATL	9
Discriminator-based stratigraphic sequence semantic augmentation seismic facies analysis	9
Sparse graph-regularized dictionary learning for full waveform inversion	9
A deep learning model for predicting the production of coalbed methane considering time, space, and geological features	9
A deep scalable neural architecture for soil properties estimation from spectral information	9
Introducing PyFaultSlip: A free and open-source tool for the assessment of induced fault slip hazards from deep fluid injection	9
Partially overlapped grain shape restoration of the granular rock images	9
Efficient extraction of seismic reflection with Deep Learning	9
One-dimensional magnetotelluric parallel inversion using a ResNet1D-8 residual neural network	9
Polar night jet characterization through artificial intelligence	9
Deep semi-supervised learning using generative adversarial networks for automated seismic facies classification of mass transport complex	8
An assessment on the off-road trafficability using a quantitative rule method with geographical and geological data	8
Functional multiple-point simulation	8
Strip pooling channel spatial attention network for the segmentation of cloud and cloud shadow	8
Magnetic anomalies characterization: Deep learning and explainability	8
PyRefra – Refraction seismic data treatment and inversion	8
Interpreting Deepkriging for spatial interpolation in geostatistics	8
Calibration, inversion and sensitivity analysis for hydro-morphodynamic models through the application of adjoint methods	8
Unsupervised active–transfer learning for automated landslide mapping	8
SiamFuseNet: A pseudo-siamese network for detritus detection from polarized microscopic images of river sands	8
Real-time social media sentiment analysis for rapid impact assessment of floods	8
Seimic impedance inversion based on semi-supervised learning	8
μCT scans permeability computation with an unfi	8
Siamese Adversarial Network for image classification of heavy mineral grains	8
Comparison of machine learning algorithms for emulation of a gridded hydrological model given spatially explicit inputs	8
Efficient proxy for time-lapse seismic forward modeling using a U-net encoder–decoder approach	8
WlCount: Geological lamination detection and counting using an image analysis approach	8
Empirical subspace detection applied to triggered seismicity by the July 25, 2011, M 5.0 earthquake in the Sea of Marmara, Turkey	8
Editorial Board	8
Laudatio for Prof. João Felipe Coimbra Leite Costa, recipient of the John Cedric Griffiths teaching Award	8
Siamese topographic generation model: A deep learning model for generating Antarctic subglacial topography with fine details	8
Hybrid homotopy-PSO global searching approach with multi-kernel extreme learning machine for efficient source identification of DNAPL-polluted aquifer	8
Cube2sph : A toolkit enabling flexible and accurate continental-scale seismic wave simulations using the SPECFEM3D_Cartesian package	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
RBF-FD analysis of 2D time-domain acoustic wave propagation in heterogeneous media	8
Multi-mineral segmentation of micro-tomographic images using a convolutional neural network	8
Statistical comparison of variogram-based inversion methods for conditioning to indirect data	8
Advection-based tracking and analysis of salinity movement in the Indian Ocean	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