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 2022-08-01 to 2026-08-01.)

Article	Citations
Correction: Sand Production Prediction with Machine Learning using Input Variables from Geological and Operational Conditions in the Karazhanbas Oilfield, Kazakhstan	167
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	90
Cracking Patterns and Damage Evolution Characteristics of Coal with Bedding Structures Under Liquid Nitrogen Cooling	89
Advancing the Confidence in Parameterization for Coal Spontaneous Combustion Process: A Quantitative Study on Macro-kinetics	85
Numerical Simulation of Gas Production and Geomechanical Response of Heterogeneous Gas Hydrate Reservoirs	83
Integrating Fractal Theory with Explainable Machine Learning for Mineral Prospectivity Mapping in the Nenjiang–Heihe Region	68
A New Method for Evaluating the Recoverability of Geothermal Fluid Under In Situ Conditions Based on Nuclear Magnetic Resonance	64
Temperature Reduction Characteristics of Coal with Different Moisture Contents During Cryogenic Treatment	59
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	55
Quantification of Water Resource Sustainability in Response to Drought Risk Assessment for Afghanistan River Basins	55
A Unified Framework of Scale-Controllable Shape Analysis for Discovering Mineralization-Associated Features from 3D Geological Models	45
Effects of Active Hydraulic Fracturing Fluid on the Fracture Propagation and Structural Damage of Coal: Phenomena and Mechanisms	42
Characteristics and Evolution of Water-Occurrence in Coal Based on a New Classification Method	41
Improved POA-LSTM Model Based on Multi-source Gas and Temperature Features for Predicting Key Indicators of Coal Spontaneous Combustion	41
Influence of Multi-field Coupling Effect on Coal Porosity in the Process of Liquid Nitrogen Fracturing in Watery Coal	39
Application of Petrophysical Analysis, Rock Physics, Seismic Attributes, Seismic Inversion, Multi-attribute Analysis, and Probabilistic Neural Networks for Estimating Petrophysical Parameters for Sour	39
Damage Evolution and Failure Characteristics of Coal Under Reloading After Coupled Action of Static Deviatoric Stress and Stress Waves	38
Applications of Natural Language Processing to Geoscience Text Data and Prospectivity Modeling	36
A Graph Convolutional Network Approach to Qualitative Classification of Hydrocarbon Zones Using Petrophysical Properties in Well Logs	35
Multiscale Pore–Fracture Structure Characteristics of Deep Coal Reservoirs in the Eastern Margin of the Ordos Basin, China	34
A Framework for Data-Driven Mineral Prospectivity Mapping with Interpretable Machine Learning and Modulated Predictive Modeling	34
Assessment of Coal Seam Strength Weakening During Carbon Sequestration: An Integrated Learning Approach	33
Characteristics and Controlling Factors of Fluid Interlayer Crossflow through Fractures in Coal Measure Gas Reservoirs: Implication for Enhancing Production	32
Evaluating Productivity in Opencast Mines: A Machine Learning Analysis of Drill-Blast and Surface Miner Operations	31
Using Bayesian Neural Networks for Uncertainty Assessment of Ore Type Boundaries in Complex Geological Models	31

Process Description and Initiation Criteria of Coal and Gas Outbursts Based on Energy Principles	31
Spectral Quantitative Gas Saturation and Porosity-Constrained Lateral Variability Dynamical Simulations of Cretaceous Shale Gas-Bearing Deep-Water Reservoirs, NNE-Indus Onshore	31
Coal Permeability Evolution Under True Triaxial Principal Stress and Pore Pressure Competition	31
Evolution of County Socio–Ecological Systems in Nature Reserves in Western China Over the Past 30 Years	30
Thermal Generation Behavior, Key Groups and Disaster-Causing Mechanism of Unloaded Bulk Coal Under High Ground Temperature Conditions	30