Computers & Geosciences

Article	Citations
A deep learning-based parametric inversion for forecasting water-filled bodies position using electromagnetic method	154
DRR: An open-source multi-platform package for the damped rank-reduction method and its applications in seismology	144
Efficient and robust Levenberg–Marquardt Algorithm based on damping parameters for parameter inversion in underground metal target detection	118
Imputation of missing values in well log data using k-nearest neighbor collaborative filtering	112
Qmin – A machine learning-based application for processing and analysis of mineral chemistry data	103
An improved extreme learning machine algorithm for transient electromagnetic nonlinear inversion	84
Editorial Board	84
Compression of seismic forward modeling wavefield using TuckerMPI	74
Association Announcement 2023 Felix Chayes Prize	72
Learning spatial patterns with variational Gaussian processes: Regression	72
MineralImage5k: A benchmark for zero-shot raw mineral visual recognition and description	70
Borehole lithology modelling with scarce labels by deep transductive learning	62
Stochastic Gradient Descent optimization to estimate the power-law fractal index in fracture networks	60
Swin Transformer for simultaneous denoising and interpolation of seismic data	57
Towards an open soil-plant digital twin based on STEMMUS-SCOPE model following open science	57
Shear wave velocity prediction based on bayesian-optimized multi-head attention mechanism and CNN-BiLSTM	55
Impact of dataset size and convolutional neural network architecture on transfer learning for carbonate rock classification	52
Simulation and reconstruction for 3D elastic wave using multi-GPU and CUDA-aware MPI	51
Is attention all geosciences need? Advancing quantitative petrography with attention-based deep learning	48
Core-CT: A MATLAB application for the quantitative analysis of sediment and coral cores from X-ray computed tomography (CT)	48
Asymmetric learning based deep denoiser for nonstationary desert seismic noise suppression	46
genES-MDA: A generic open-source software package to solve inverse problems via the Ensemble Smoother with Multiple Data Assimilation	46
Dimension shifting based intelligent algorithm framework to solve conditional nonlinear optimal perturbation	46
Adversarial learning of permanent seismic deformation from GNSS coordinate timeseries	45
Enhanced lithological mapping in arid crystalline regions using explainable AI and multi-spectral remote sensing data	44

SAIPy: A Python package for single-station earthquake monitoring using deep learning	44
Superpixel segmentations for thin sections: Evaluation of methods to enable the generation of machine learning training data sets	42
Enhancing digital rock image resolution with a GAN constrained by prior and perceptual information	41
Shale sample permeability estimation using fractal parameters computed from TransUnet-based SEM image segmentation	41
Understanding geological reports based on knowledge graphs using a deep learning approach	41
Computing dip-angle gathers using Poynting vector for elastic reverse time migration in 2D transversely isotropic media	38
Graph neural network-based topological relationships automatic identification of geological boundaries	37
Sample size effects on landslide susceptibility models: A comparative study of heuristic, statistical, machine learning, deep learning and ensemble learning models with SHAP analysis	37
A high-resolution panchromatic-multispectral satellite image fusion method assisted with building segmentation	36
3D edge-based and nodal finite element modeling of magnetotelluric in general anisotropic media	35
Validation of a multicomponent reactive-transport model at pore scale based on the coupling of COMSOL and PhreeqC	35
PyLGRIM: Modelling 3D-ERI with infinite elements in complex topography context	34
FracAbut: A python toolbox for computing fracture stratigraphy using interface impedance	34
An improved method to accelerate the acquisition efficiency of the T1-T2 spectrum based on the IR-BSSFP-CPMG pulse sequence∗	33
Multiscale reconstruction of porous media based on multiple dictionaries learning	32
Mineral prospectivity analysis is unstable to changes in pixel size	32
Editorial Board	31
A novel algorithm for seismic events multiplets search	31
Differentiating outcropping strata from oblique photogrammetric data using an octree-based convolutional neural network with spatial parameters	30
Emerging trends in big data analytics and natural disasters	30
Terrain methods on spectral analysis for paleoclimate interpretations: A novel visualization technique using python	29
Data space inversion for efficient predictions and uncertainty quantification for geothermal models	28
Quantitative analysis of fracture evolution in fold: Insights from FDEM modelling	28
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	28
A benchmark study for quasi-static numerical upscaling of seismic wave attenuation and dispersion in fractured poroelastic rocks	28
Editorial Board	28
ElasWave3D: A GPU-accelerated 3D finite-difference elastic wave solver for complex topography using irregular subdomain index arrays	27
Virtual fieldwork in immersive environments using game engines	27
Stochastic analysis of air–sea heat fluxes variability in the North Atlantic in 1979–2022 based on reanalysis data	26
Scalability and composability of flow accumulation algorithms based on asynchronous many-tasks	26
Automatic recognition of slide mass and inversion analysis of landslide based on discrete element method	26
Fractal-based supervised approach for dimensionality reduction of hyperspectral images	25
Fast forward modeling of grounded electrical-source transient electromagnetic based on inverse Laplace transform adaptive hybrid algorithm	25
Latent diffusion models for parameterization of facies-based geomodels and their use in data assimilation	25
A GPU algorithm for identifying the longest flow paths in catchments	24
Prior information assisted multi-scale network for precipitation nowcasting	24
Improved modelling of fluid production and reinjection in geothermal reservoirs	24
Hybrid supervised prestack three-parameter inversion method based on physical equation driving	24
LABQ3: Bayesian method for quantification of mineral compositions and nano-scale elemental mapping of 3D synchrotron XCT data	24
pySimFrac: A Python library for synthetic fracture generation and analysis	23
Editorial Board	23
DAM-CGNet: Semantic segmentation-based approach for valley-bottom extraction from digital elevation models	23
Ensemble hindcasting of winds and waves for the coastal and oceanic region of Southern Brazil	23
A novel algorithm and software for 3D density gravity inversion	23
Automatic identification of semi-tracks on apatite and mica using a deep learning method	22
Research on microseismic signal identification through data fusion	22
Imputation in well log data: A benchmark for machine learning methods	22
Mitigation of spatial nonstationarity with vision transformers	22
A high-efficiency parallel fast marching method for large-scale seismic tomography in three-dimensional spherical coordinates	21
Simulating electrochemical migration and anion exclusion in porous and fractured media using PFLOTRAN21

Enhanced wave modeling & optimal plane-wave destruction (OPWD) method for diffraction separation and imaging	21
TwoStream-EQT: A microseismic phase picking model combining time and frequency domain inputs	21
Forecasting of absolute dynamic topography using deep learning algorithm with application to the Baltic Sea	21
Probabilistic volcanic mass flow hazard assessment using statistical surrogates of deterministic simulations	20
PoreViT: Automated pore typing in carbonate rocks using vision transformers and neighborhood features	20
AnalyZr: A Python application for zircon grain image segmentation and shape analysis	20
Improving generalization through self-supervised learning using generative pre-training transformer for natural gas segmentation	19
THEPORE: A software package for modeling THErmo-PORo-elastic displacements	19
Hybrid CPU-GPU solution to regularized divergence-free curl-curl equations for electromagnetic inversion problems	19
Measuring sampling fairness and geochemical consensus for blasthole assays within grade-block mining units	18
Estimation using multiple-point statistics	18
Knowledge-driven stochastic modeling of geological geometry features conditioned on drillholes and outcrop contacts	18
Densely multiscale framework for segmentation of high resolution remote sensing imagery	18
Physics-Informed Neural Networks for solving transient unconfined groundwater flow	17
Editorial Board	17
P-Swin: Parallel Swin transformer multi-scale semantic segmentation network for land cover classification	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
Latent diffusion model for conditional reservoir facies generation	17
Laplacian deep ensembles: Methodology and application in predicting dUT1 considering geophysical fluids	17
Image-guided structure-constrained inversion of electrical resistivity data for improving contaminations characterization	17
Massively parallel modeling of electromagnetic field in conductive media: An MPI-CUDA implementation on Multi-GPU computers	16
Identifying microseismic events using a dual-channel CNN with wavelet packets decomposition coefficients	16
Parallel assignment of flow directions over flat surfaces in massive digital elevation models	16
Tree segmentation and change detection of large urban areas based on airborne LiDAR	16
Daily Ten-ST-GEE: An open access and fully automated 10-m LST downscaling system	16
Efficient variable precision reduction in chaotic climate models: Analysis of the NEMO case in the destination earth project	16
A high spatiotemporal resolution framework for urban temperature prediction using IoT data	16
An automated method for topology consistent processing of parallel geological cross-sections based on topology reasoning	16
A VTI medium prestack migration method based on the De Wolf approximation	15
Introducing USED: Urban Seismic Event Detection	15
Modeling reactive multi-component multi-phase flow for Geological Carbon Sequestration (GCS) with Matlab	15
Local conditioning in posterior sampling methods with example cases in subsurface inversion	15
Automatic variogram calculation and modeling	15
Front and skeleton features based methods for tracking salinity propagation in the ocean	15
Preface: Embracing interdisciplinary earth science: Advancing through open science, collaboration, and innovation	14
Corrigendum to “Parallel assignment of flow directions over flat surfaces in massive digital elevation models” [Comput. Geosci. 159 (2021) 105015]	14
SwinInver: 3D data-driven seismic impedance inversion based on Swin Transformer and adversarial training	14
THYRSIS: A QGIS plugin for hydrogeological modelling	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
Characterization of pore and grain size distributions in porous geological samples – An image processing workflow	14
Direct Sequential Simulation for spherical linear inverse problems	14
Deep Kernel Dictionary Learning for detection of wave breaking features in Atmospheric Gravity Waves	14
An ontology-based framework for semantic geographic information systems development and understanding	14
Hybrid and automated machine learning approaches for oil fields development: The case study of Volve field, North Sea	14
Dual level attention based lightweight vision transformer for streambed land use change classification using remote sensing	14
An improved algorithm for extracting crossovers of satellite ground tracks	14
Capturing exposed bedrock in the upland regions of Great Britain: A geomorphometric focused random forest approach	14
Acceleration strategies for large-scale sequential simulations using parallel neighbour search: Non-LVA and LVA scenarios	14
Multiscale study of statistical fractal DFN model and corresponding seismic images	14
Quantitative bed-type classification for a global comparison of deep-water sedimentary systems	14
Optimized Apriori algorithm for deformation response analysis of landslide hazards	13
Extracting fact-condition relation from geological papers via deep structured semantic model with multi-grained representation	13
Classification, segmentation and correlation of zoned minerals	13
An improved method for pore size distribution measurement of porous geomaterials based on microscopic images	13
GeoSPARQL query support for scientific raster array data	13
Design, implementation and application of the Marchenko plane-wave algorithm	13
TomoATT: An open-source package for Eikonal equation-based adjoint-state traveltime tomography for seismic velocity and azimuthal anisotropy	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
Cosine-enhanced tuna swarm optimized exponential entropy segmentation method for sand grain microscopic images	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
Efficient modeling of fractional Laplacian viscoacoustic wave equation with fractional finite-difference method	13
Chroma: A MATLAB package and open-source platform for biomarker data processing and automatic index calculations	13
Optimized AI-MPM: Application of PSO for tuning the hyperparameters of SVM and RF algorithms	13
Calculating sensitivity or gradient for geophysical inverse problems using automatic and implicit differentiation	13
Improved prediction of shale gas productivity in the Marcellus shale using geostatistically generated well-log data and ensemble machine learning	13
GROWTH-23: An integrated code for inversion of complete Bouguer gravity anomaly or temporal gravity changes	13
Advanced petrographic thin section segmentation through deep learning-integrated adaptive GLFIF	13
Semi-analytical method for thermal field analysis of multiple arbitrarily shaped inhomogeneities in heterogeneous geological media	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
Introducing a new index for flood mapping using Sentinel-2 imagery (SFMI)	12
Application of polynomial type elastic outer boundary conditions in fractal composite reservoir seepage model	12
EaDz: A web-based, relational database for detrital zircons from East Asia	12
Diffuser: A user-friendly program for diffusion chronometry with robust uncertainty estimation	12
High-resolution aeromagnetic map through Adapted-SRGAN: A case study in Québec, Canada	12
Removing atmospheric noise from InSAR interferograms in mountainous regions with a convolutional neural network	12
The multi-GPU Wetland DEM Ponding Model	12
A hierarchical deep neural network with iterative features for semantic labeling of airborne LiDAR point clouds	12
Computation of specular reflections on a sphere: Assessment and validation of algorithms based on special boundary cases	12
Seismic fault detection using convolutional neural networks with focal loss	12

3D magnetotelluric inversion with arbitrary data orientation angles	12
Comparative analysis of computational schemes for FEM modeling of 3D time-domain geoelectromagnetic fields excited by a horizontal grounded-wire source	12
Editorial Board	11
Hyperspectral image classification based on faster residual multi-branch spiking neural network	11
Discriminator-based stratigraphic sequence semantic augmentation seismic facies analysis	11
Unsupervised clustering of ambient seismic noise in an urban environment	11
Measuring landslide-driven ground displacements with high-resolution surface models and optical flow	11
Seismicity-constrained fault detection and characterization with a multitask machine learning model	11
A deep scalable neural architecture for soil properties estimation from spectral information	11
AI-based geological subsurface reconstruction using sparse convolutional autoencoders	10
Deep generative networks for multivariate fullstack seismic data inversion using inverse autoregressive flows	10
Editorial Board	10
Petro NLP: Resources for natural language processing and information extraction for the oil and gas industry	10
Introducing PyFaultSlip: A free and open-source tool for the assessment of induced fault slip hazards from deep fluid injection	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
Efficient proxy for time-lapse seismic forward modeling using a U-net encoder–decoder approach	10
PyRefra – Refraction seismic data treatment and inversion	10
CSIDRS – stable isotope data reduction software for the CAMECA LG SIMS	10
Magnetic anomaly detection of adjacent parallel pipelines using deep learning neural networks	10
Effective training strategies for deep-learning-based precipitation nowcasting and estimation	10
Domain knowledge-guided geological named entities recognition of rock minerals based on prompt engineering with error feedback mechanism	10
gTOOLS, an open-source MATLAB program for processing high precision, relative gravity data for time-lapse gravity monitoring	9
Statistical comparison of variogram-based inversion methods for conditioning to indirect data	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
Spatio-temporal deep networks with feature disentangling for advancing earthquake monitoring	9
Cube2sph : A toolkit enabling flexible and accurate continental-scale seismic wave simulations using the SPECFEM3D_Cartesian package	9
Laudatio for Prof. João Felipe Coimbra Leite Costa, recipient of the John Cedric Griffiths teaching Award	9
μCT scans permeability computation with an unfi	9
IntersecT: a Python script for quantitative isopleth thermobarometry of equilibrium and disequilibrium systems	9
A deep learning model for predicting the production of coalbed methane considering time, space, and geological features	9
Polar night jet characterization through artificial intelligence	9
ConvEQ: Convolutional neural network for earthquake phase classification using short time frequency transform	9
Efficient extraction of seismic reflection with Deep Learning	9
SiamFuseNet: A pseudo-siamese network for detritus detection from polarized microscopic images of river sands	9
Siamese topographic generation model: A deep learning model for generating Antarctic subglacial topography with fine details	9
Calibration, inversion and sensitivity analysis for hydro-morphodynamic models through the application of adjoint methods	9
Unsupervised active–transfer learning for automated landslide mapping	9
Magnetic anomalies characterization: Deep learning and explainability	9
Sparse graph-regularized dictionary learning for full waveform inversion	9
LADI: Landslide displacement interpolation through a spatial-temporal Kalman filter	9
Advection-based tracking and analysis of salinity movement in the Indian Ocean	9
DeLIA: A Dependability Library for Iterative Applications applied to parallel geophysical problems	9
Core–shell clustering approach for detection and analysis of coastal upwelling	9
A geological knowledge-constrained entity and relation extraction method for text: A case study of granitic pegmatite-type lithium deposits	9
Partially overlapped grain shape restoration of the granular rock images	9
Interpreting Deepkriging for spatial interpolation in geostatistics	9
Multi-mineral segmentation of micro-tomographic images using a convolutional neural network	9
QDMlab: A MATL	9
Denoising sparker seismic data with Deep BiLSTM in fractional Fourier transform	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
SWE_of_Bathymetry.m: A geomorphometric tool to automate discrimination between detachment and magmatic seafloor at slow-spreading ridges from shipboard multibeam bathymetry	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
Deep semi-supervised learning using generative adversarial networks for automated seismic facies classification of mass transport complex	8
MLFC-net: A multi-level feature combination attention model for remote sensing scene classification	8
Efficient geo-electromagnetic modeling techniques for complex geological structures: A karst MT example	8
A first arrival picking method of microseismic signals based on semi-supervised learning using FreeMatch and MS-Picking	8
Applications of data augmentation in mineral prospectivity prediction based on convolutional neural networks	8
Strip pooling channel spatial attention network for the segmentation of cloud and cloud shadow	8
Real-time social media sentiment analysis for rapid impact assessment of floods	8
An assessment on the off-road trafficability using a quantitative rule method with geographical and geological data	8
Simulating volume-controlled invasion of a non-wetting fluid in volumetric images using basic image processing tools	8
An automatic graph-based method for characterizing multichannel networks	8
Fire-Image-DenseNet (FIDN) for predicting wildfire burnt area using remote sensing data	8
A combined deep learning and morphology approach for DFS identification and parameter extraction	8
Rapid surrogate modeling of magnetotelluric in the frequency domain using physics-driven deep neural networks	8
Functional multiple-point simulation	8
Seimic impedance inversion based on semi-supervised learning	8
WlCount: Geological lamination detection and counting using an image analysis approach	8
Relative dating of fault activity using the principle of cross-cutting relationships: An automated approach	8
A method for preserving three spatial features in the upscaling of categorical raster data	8
IsoMapGen: Framework for early prediction of peak ground acceleration using tripartite feature extraction and gated attention model	8
Automatic recognition of debris rock lithology based on unsupervised semantic segmentation	8
Editorial Board	7
APPMAR 1.0: A Python application for downloading and analyzing of WAVEWATCH III® wave and wind data	7
Intelligent fault prediction with wavelet-SVM fusion in coal mine	7
GeoReservoir: An ontology for deep-marine depositional system geometry description	7
Expert K-means reconstruction method: a novel image processing approach for mesostructure reconstruction of crystalline rocks	7
Constrained non-linear AVO inversion based on the adjoint-state optimization	7
Anisotropic resistivity estimation and uncertainty quantification from borehole triaxial electromagnetic induction measurements: Gradient-based inversion and physics-informed neural network	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
SphGLLTools: A toolbox for visualization of large seismic model files based on 3D spectral-element meshes	7
An assisted multi-frame approach for super-resolution in hyperspectral images of rock samples	7
Auto-Tuning for OpenMP Dynamic Scheduling applied to Full Waveform Inversion	7
A novel finer soil strength mapping framework based on machine learning and remote sensing images	7
Bayesian learning of gas transport in three-dimensional fracture networks	7
Incorporating spatial autocorrelation into deformable ConvLSTM for hourly precipitation forecasting	7
Study on exploring the extraction of geological elements from 3D geological models within the constraints of geological knowledge	7
Refrapy: A Python program for seismic refraction data analysis	7
Integrating scientific knowledge into machine learning using interactive decision trees	7
Core box image recognition and its improvement with a new augmentation technique	7
GeoGravGOCE: A standalone MATLAB GUI for processing GOCE satellite gradient data	7
EMFEM: A parallel 3D modeling code for frequency-domain electromagnetic method using goal-oriented adaptive finite element method	7