OOIR: Observatory of International Research

Papers

(The H4-Index of Natural Resources Research is 30. 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 2022-06-01 to 2026-06-01.)

Article	Citations
Experimental Study on the Damage Evolution Behavior of Coal Under Dynamic Brazilian Splitting Tests Based on the Split Hopkinson Pressure Bar and the Digital Image Correlation	147
Damage Evolution and Failure Characteristics of Coal Under Reloading After Coupled Action of Static Deviatoric Stress and Stress Waves	86
Characteristics and Evolution of Water-Occurrence in Coal Based on a New Classification Method	84
Correction: Sand Production Prediction with Machine Learning using Input Variables from Geological and Operational Conditions in the Karazhanbas Oilfield, Kazakhstan	80
Cooling Front Controls on Co Mineralization within Skarn-Type Co-Rich Fe Deposits: A Numerical Modeling Case Study of the Zhuchong Deposit, Anhui Province, China	79
Cracking Patterns and Damage Evolution Characteristics of Coal with Bedding Structures Under Liquid Nitrogen Cooling	68
Advancing the Confidence in Parameterization for Coal Spontaneous Combustion Process: A Quantitative Study on Macro-kinetics	57
Integrating Fractal Theory with Explainable Machine Learning for Mineral Prospectivity Mapping in the Nenjiang–Heihe Region	54
A New Method for Evaluating the Recoverability of Geothermal Fluid Under In Situ Conditions Based on Nuclear Magnetic Resonance	54
Numerical Simulation of Gas Production and Geomechanical Response of Heterogeneous Gas Hydrate Reservoirs	54
Effects of Active Hydraulic Fracturing Fluid on the Fracture Propagation and Structural Damage of Coal: Phenomena and Mechanisms	52
Temperature Reduction Characteristics of Coal with Different Moisture Contents During Cryogenic Treatment	52
Applications of Natural Language Processing to Geoscience Text Data and Prospectivity Modeling	50
A Graph Convolutional Network Approach to Qualitative Classification of Hydrocarbon Zones Using Petrophysical Properties in Well Logs	49
Improved POA-LSTM Model Based on Multi-source Gas and Temperature Features for Predicting Key Indicators of Coal Spontaneous Combustion	49
Quantification of Water Resource Sustainability in Response to Drought Risk Assessment for Afghanistan River Basins	43
Multiscale Pore–Fracture Structure Characteristics of Deep Coal Reservoirs in the Eastern Margin of the Ordos Basin, China	39
Application of Petrophysical Analysis, Rock Physics, Seismic Attributes, Seismic Inversion, Multi-attribute Analysis, and Probabilistic Neural Networks for Estimating Petrophysical Parameters for Sour	38
A Framework for Data-Driven Mineral Prospectivity Mapping with Interpretable Machine Learning and Modulated Predictive Modeling	38
Assessment of Coal Seam Strength Weakening During Carbon Sequestration: An Integrated Learning Approach	37
Characteristics and Controlling Factors of Fluid Interlayer Crossflow through Fractures in Coal Measure Gas Reservoirs: Implication for Enhancing Production	36
Using Bayesian Neural Networks for Uncertainty Assessment of Ore Type Boundaries in Complex Geological Models	34
Coal Permeability Evolution Under True Triaxial Principal Stress and Pore Pressure Competition	34
Spectral Quantitative Gas Saturation and Porosity-Constrained Lateral Variability Dynamical Simulations of Cretaceous Shale Gas-Bearing Deep-Water Reservoirs, NNE-Indus Onshore	33
Process Description and Initiation Criteria of Coal and Gas Outbursts Based on Energy Principles	32

Pan-Canadian Predictive Modeling of Lithium–Cesium–Tantalum Pegmatites with Deep Learning and Natural Language Processing	31
Toward Precise Long-Term Rockburst Forecasting: A Fusion of SVM and Cutting-Edge Meta-heuristic Algorithms	31
Creep Behaviors of Extremely Soft and Fractured Coal Rock with Different Moisture Contents and Rare Secondary Creep Performance	30
Dynamic Permeability Response and Pore-Fracture Structure Evolution of Deep Coal Reservoirs Under Stress Release	30
Evaluating Productivity in Opencast Mines: A Machine Learning Analysis of Drill-Blast and Surface Miner Operations	30
Aquifer Delineation in the Benxi Formation and Its Critical Impact on Deep CBM Productivity: A Case Study of the Central-Eastern Ordos Basin	30