OOIR: Observatory of International Research

Papers

(The median citation count of Mathematical Geosciences is 1. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-02-01 to 2025-02-01.)

Article	Citations
Drill Pattern Optimisation for Large Complex Blasts to Improve Fragmentation and Dig Efficiency	63
A New Non-stationary High-order Spatial Sequential Simulation Method	46
Lithology Identification of UAV Oblique Photography Images Based on Semantic Segmentation Neural Network Algorithm	46
A New Numerical Simulation Framework to Model the Electric Interfacial Polarization Effects and Corresponding Impacts on Complex Dielectric Permittivity Measurements in Sedimentary Rocks	36
Unbiased Proxy Calibration	32
Application of Bayesian Generative Adversarial Networks to Geological Facies Modeling	29
A Special Issue on Petroleum Geostatistics	28
Porosity Dynamics through Carbonate-Reaction Kinetics in High-Temperature Aquifer Storage Applications	27
The Editor’s Best Reviewer Award 2020	25
Stochastic Inversion of Gravity Data Accounting for Structural Uncertainty	23
Dario Grana, Tapan Mukerji, and Philippe Doyen: Seismic Reservoir Modeling: Theory, Examples, and Algorithms	23
The Anomaly Detector, Semi-supervised Classifier, and Supervised Classifier Based on K-Nearest Neighbors in Geochemical Anomaly Detection: A Comparative Study	21
Bridging Deep Convolutional Autoencoders and Ensemble Smoothers for Improved Estimation of Channelized Reservoirs	21
Teaching Numerical Groundwater Flow Modeling with Spreadsheets	20
2.5D Hexahedral Meshing for Reservoir Simulations	18
2023 Andrei Borisovich Vistelius Research Award: Shaunna Morrison	16
Properties and Comparison of Some Kriging Sub-model Aggregation Methods	15
Stochastic Modeling of Subseismic Faults Conditioned on Displacement and Orientation Maps	14
Occurrence Apparent Velocities for Identification and Quantification of Space–Time Clustering Precursory to a Large Earthquake. Application to Large (M > 7.0) Earthquakes in Southern California and	14
Long-Term Copper Production to 2100	14
Quantification of Fracture Roughness by Change Probabilities and Hurst Exponents	14
Stochastic Modeling of Stratospheric Temperature	14
Estimation of Reservoir Fracture Properties from Seismic Data Using Markov Chain Monte Carlo Methods	13
Automatic Semivariogram Modeling by Convolutional Neural Network	12
Weighting of Parts in Compositional Data Analysis: Advances and Applications	12

Real-time Uncertain Geological Boundaries Updating for Improved Block Model Quality Control Based on Blast Hole Data: A Case Study for Golgohar Iron Ore Mine in Southeastern Iran	12
A Method to Extract Image Features and Lineaments Based on a Multi-hillshade Continuous Wavelet Transform	11
Effects of Fluid Pressure Development on Hydrothermal Mineralization via Cellular Automaton Simulation	11
Generalized Solution for Double-Porosity Flow Through a Graded Excavation Damaged Zone	11
Graph Deep Learning Model for Mapping Mineral Prospectivity	10
Adaptive POD-Galerkin Technique for Reservoir Simulation and Optimization	10
Compositional Scalar-on-Function Regression with Application to Sediment Particle Size Distributions	10
Generative Adversarial Network Applied to Ore Type Modeling in Complex Geological Environments	10
Geostatistical Facies Simulation based on Training Image Using Generative Networks and Gradual Deformation	10
Optimization of Subsurface Flow Operations Using a Dynamic Proxy Strategy	9
A Monte Carlo-based Workflow for Geochemical Anomaly Identification Under Uncertainty and Global Sensitivity Analysis of Model Parameters	9
A Machine Learning Approach for Material Type Logging and Chemical Assaying from Autonomous Measure-While-Drilling (MWD) Data	8
Three-Dimensional Structural Geological Modeling Using Graph Neural Networks	8
A Truly Spatial Random Forests Algorithm for Geoscience Data Analysis and Modelling	8
Incorporating Geological Knowledge into Deep Learning to Enhance Geochemical Anomaly Identification Related to Mineralization and Interpretability	8
GANSim: Conditional Facies Simulation Using an Improved Progressive Growing of Generative Adversarial Networks (GANs)	8
Surface Warping Incorporating Machine Learning Assisted Domain Likelihood Estimation: A New Paradigm in Mine Geology Modeling and Automation	7
Stochastic Geomodeling of Karst Morphology by Dynamic Graph Dissolution	7
Acknowledgement for Reviewers for 2020	7
Regularisation and Deregularisation of Covariances and Variograms for Univariate Random Functions in One-dimensional Space	7
Connectivity in Pixel-Based Facies Models	7
Taking Better Advantage of Fold Axis Data to Characterize Anisotropy of Complex Folded Structures in the Implicit Modeling Framework	7
Boolean Spectral Analysis in Categorical Reservoir Modeling	7
Correction to: Multilevel Graph Partitioning for Three-Dimensional Discrete Fracture Network Flow Simulations	7
Teaching Groundwater Flow and Contaminant Transport Modeling via a Sand-Tank Model	7
Towards a Model-Based Interpretation of Measurements of Mineralogical and Chemical Compositions	7
Best Paper Award 2020	6
An Uncertainty Analysis Method Based on a Globally Optimal Truth Discovery Model for Mineral Prospectivity Mapping	6
Multivariate Cross-Validation and Measures of Accuracy and Precision	6
Uncertainty Quantification in Tomographic Inversion of Near-Surface Seismic Refraction Data	6
Parameter Estimation for a Mixed Copula Based on Renyi Entropy: A Case Study of Annual Precipitation	6
Extension of Fourier Neural Operator from Three-Dimensional (x, y, t) to Four-Dimensional (x, y, z, t) Subsurface Flow Simulation	6
Mathematical Geosciences Best Paper Award 2021	6
Uncertainty Quantification in Geostatistical Modelling of Saltwater Intrusion at a Coastal Aquifer System	5
Special Issue: Geostatistics Applied to Environmental Applications	5
Using the Graph-Cut Method to Segment the Mineralization Area in the Gejiu Region of Yunnan Province, China	5
Spatial-Spectrum Two-Branch Model Based on a Superpixel Graph Convolutional Network and 1DCNN for Geochemical Anomaly Identification	5
Monitoring Mining Activity and Vegetation Recovery in Rare Earth Element Mining Areas	5
Projection Pursuit Random Forest for Mineral Prospectivity Mapping	4
A Mimetic Finite-Difference Method for Two-Dimensional DC Resistivity Modeling	4
The Geographical Pattern of Local Statistical Dispersion of Environmental Radon in Europe	4
Three-Dimensional Inversion of Gravity Data Using the Levy PDF for Depth Weighting and a Rank Order Smoothing Constraint	4
Multivariate Geostatistical Simulation and Deep Q-Learning to Optimize Mining Decisions	4
Hybrid Parametric Classes of Isotropic Covariance Functions for Spatial Random Fields	4
Optimization of Borehole Thermal Energy Storage Systems Using a Genetic Algorithm	4
On the Use of Interferometric Synthetic Aperture Radar Data for Monitoring and Forecasting Natural Hazards	4
Three-Dimensional Refined Modelling of Deep Structures by Using the Level Set Method: Application to the Zhaoping Detachment Fault, Jiaodong Peninsula, China	4
Geologically Constrained Convolutional Neural Network for Mineral Prospectivity Mapping	3
Using Pattern Counts to Quantify the Difference Between a Pair of Three-Dimensional Realizations	3
Continuous Wavelet Transform and Dynamic Time Warping-Based Fine Division and Correlation of Glutenite Sedimentary Cycles	3

2023 Andrei Borisovich Vistelius Research Award	3
Geostatistics in the Presence of Multivariate Complexities: Comparison of Multi-Gaussian Transforms	3
The Many Forms of Co-kriging: A Diversity of Multivariate Spatial Estimators	3
High-Order Data-Driven Spatial Simulation of Categorical Variables	3
Missing Rainfall Daily Data: A Comparison Among Gap-Filling Approaches	3
An Interpretable Graph Attention Network for Mineral Prospectivity Mapping	3
A Dynamic Extreme Value Model with Application to Volcanic Eruption Forecasting	3
Deep Reinforcement Learning for Mineral Prospectivity Mapping	3
New Validity Conditions for the Multivariate Matérn Coregionalization Model, with an Application to Exploration Geochemistry	3
A Novel Index for Quantifying Small-Scale Resource Heterogeneity	3
Quantifying the Tetrad Effect, Shape Components, and Ce–Eu–Gd Anomalies in Rare Earth Element Patterns	3
Addressing Configuration Uncertainty in Well Conditioning for a Rule-Based Model	3
Pore Structure Characteristics and Their Diagenetic Influence: A Case Study of Paleogene Sandstones from the Pinghu and Huagang Formations in the Xihu Depression, East China Sea Basin	3
Variational Autoencoder or Generative Adversarial Networks? A Comparison of Two Deep Learning Methods for Flow and Transport Data Assimilation	3
SeisGAN: Improving Seismic Image Resolution and Reducing Random Noise Using a Generative Adversarial Network	3
Joint Clarification of Contaminant Plume and Hydraulic Transmissivity via a Geostatistical Approach Using Hydraulic Head and Contaminant Concentration Data	3
Special Issue: Geostatistics and Machine Learning	3
Probabilistic Integration of Geomechanical and Geostatistical Inferences for Mapping Natural Fracture Networks	3
Correction to: Uncertainty Assessment over any Volume without Simulation: Revisiting Multi-Gaussian Kriging	3
Contaminant Source Identification in Aquifers: A Critical View	3
Seismic Stratum Segmentation Using an Encoder–Decoder Convolutional Neural Network	2
Bedding Angle Identification from BIF Marker Shales via Modified Dynamic Time Warping	2
Incorporating Spatial Information for Regionalization of Environmental Parameters in Machine Learning Models	2
Effectiveness of Neural Kriging for Three-Dimensional Modeling of Sparse and Strongly Biased Distribution of Geological Data with Application to Seafloor Hydrothermal Mineralization	2
Unpacking Occupational Health Data in the Service Sector: From Bayesian Networking and Spatial Clustering to Policy-Making	2
Insights in Hierarchical Clustering of Variables for Compositional Data	2
Hybrid Iterative Ensemble Smoother for History Matching of Hierarchical Models	2
Ensemble Smoother with Multiple Data Assimilation as a Tool for Curve Fitting and Parameter Uncertainty Characterization: Example Applications to Fit Nonlinear Sorption Isotherms	2
An Embedded Model Estimator for Non-Stationary Random Functions Using Multiple Secondary Variables	2
Identification of Mineralization in Geochemistry for Grid Sampling Using Generalized Additive Models	2
Quantifying and Analyzing the Uncertainty in Fault Interpretation Using Entropy	2
Special Issue: Geostatistics Toronto 2021	2
Sequential Simulation of a Conditional Boolean Model	2
Updating Local Anisotropies with Template Matching During Geostatistical Seismic Inversion	2
Spatial Multivariate Morphing Transformation	2
Multi-station Joint Runoff Forecasting Using Graph Neural Network Coupled with Spatial Connectivity of Hydrological Stations	2
Palaeoenvironmental Reconstruction of a Lower Pleistocene Stratigraphic Section in Sousaki Basin, Greece, Using Fuzzy Cognitive Maps	2
Improving Mineral Prospectivity Model Generalization: An Example from Orogenic Gold Mineralization of the Sturgeon Lake Transect, Ontario, Canada	2
Application of the Method of Symmetrical Balances to Aitchison's Rock Suites	2
KNN-GCN: A Deep Learning Approach for Slope-Unit-Based Landslide Susceptibility Mapping Incorporating Spatial Correlations	2
Robust Optimization Using the Mean Model with Bias Correction	1
Empirical Orthogonal Maps (EOM) and Principal Spatial Patterns: Illustration for Octopus Distribution Off Mauritania Over the Period 1987–2017	1
From Fault Likelihood to Fault Networks: Stochastic Seismic Interpretation Through a Marked Point Process with Interactions	1
Ghislain de Marsily: A Life Dedicated to Hydrology and Earth Sciences	1
One Step at a Time: The Origins of Sequential Simulation and Beyond	1
MWD Data-Based Marble Quality Class Prediction Models Using ML Algorithms	1
Construction and Application of a Knowledge Graph for Iron Deposits Using Text Mining Analytics and a Deep Learning Algorithm	1
Ensemble-Based Seismic and Production Data Assimilation Using Selection Kalman Model	1
Bayesian Deep Learning for Spatial Interpolation in the Presence of Auxiliary Information	1
Seasonal Signal Extraction from GPS Coordinate Time Series Using Low-Rank Matrix Approximation Based on Nonconvex Log-Sum Function Minimization	1
Space–Time Distribution of Trichloroethylene Groundwater Concentrations: Geostatistical Modeling and Visualization	1
Identification of Mineralization in Geochemistry Along a Transect Based on the Spatial Curvature of Log-Ratios	1
Compression-based Facies Modelling	1
Advanced KNN Approaches for Explainable Seismic-Volcanic Signal Classification	1
Waterflood Efficiency Assessment Using Injection–Production Relationship Analysis Method	1
Towards a Synergistic Progressive Ensemble Framework for Automatic Post-Earthquake Landslide Recognition and Susceptibility Assessment	1
Randomized Tensor Decomposition for Large-Scale Data Assimilation Problems for Carbon Dioxide Sequestration	1
Principal Component Analysis for Distributions Observed by Samples in Bayes Spaces	1
Geographically Optimal Similarity	1
Supervised Mineral Prospectivity Mapping via Class-Balanced Focal Loss Function on Imbalanced Geoscience Datasets	1
Causal Discovery and Deep Learning Algorithms for Detecting Geochemical Patterns Associated with Gold-Polymetallic Mineralization: A Case Study of the Edongnan Region	1
Ensemble Machine Learning Geostatistical Hybrid Models for Grade Control	1
A Riemannian Tool for Clustering of Geo-Spatial Multivariate Data	1
Probability Transform of Kriging Estimates and Its Effects on Selection Bias and Conditional Bias	1
Geophysics-Based Fluid-Facies Predictions Using Ensemble Updating of Binary State Vectors	1
Robust Optimal Well Control using an Adaptive Multigrid Reinforcement Learning Framework	1
Using Three-dimensional Modeling and Random Forests to Predict Deep Ore Potentials: A Case Study on Xiongcun Porphyry Copper–Gold Deposit in Tibet, China	1
Fracability Evaluation Based on the Three-Dimensional Geological Numerical Simulation of In Situ Stress: Case Study of the Longmaxi Formation in the Weirong Shale Gas Field, Southwestern China	1
Mineral Prospectivity Mapping Based on a Novel Self-Ensembling Graph Convolutional Network	1
Importance Weighting in Hybrid Iterative Ensemble Smoothers for Data Assimilation	1
Simulation Enhancement GAN for Efficient Reservoir Simulation at Fine Scales	1
Correction: Geostatistical Rock Physics Inversion for Predicting the Spatial Distribution of Porosity and Saturation in the Critical Zone	1
Blind Source Separation of Spectrally Filtered Geochemical Signals to Recognize Multi-depth Ore-Related Enrichment Patterns	1
Modeling Extreme Precipitation Data in a Mining Area	1
Reconstruction of GPS Coordinate Time Series Based on Low-Rank Hankel Matrix Recovery	1
A Nonlinear Dynamical Model for Monthly Runoff Forecasting in Situations of Small Samples	1
Modelling the Influence of Erosive Fluidization on the Morphology of Fluid Flow and Escape Structures	1
Acknowledgement of Reviewers for 2022	1