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Modeling Indium Extraction, Supply, Price, Use and Recycling 1930–2200 Using the WORLD7 Model: Implication for the Imaginaries of Sustainable Europe 2050 Nat. Resour. Res. (IF 5.4) Pub Date : 2024-04-01
Abstract The increasing need for indium in photovoltaic technologies is set to exceed available supply. Current estimates suggest only 25% of global solar cell demand for indium can be met, posing a significant challenge for the energy transition. Using the WORLD7 model, this study evaluated the sustainability of indium production and overall market supply. The model considers both mass balance and
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Time–Space Joint Response Characteristics of Acoustic Emission and Strain of Coal Damage Evolution Nat. Resour. Res. (IF 5.4) Pub Date : 2024-03-10 Hui Xie, Xiaofei Liu, Siqing Zhang, Zhongmin Xiao, Xin Zhou, Peixin Gu, Zinan Du
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Nanopore Heterogeneity and Accessibility in Oil and Gas Bearing Cretaceous KG (Raghampuram) Shale, KG Basin, India: An Advanced Multi-analytical Study Nat. Resour. Res. (IF 5.4) Pub Date : 2024-03-10 Abinash Bal, Santanu Misra, Debasis Sen
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Workflow-Induced Uncertainty in Data-Driven Mineral Prospectivity Mapping Nat. Resour. Res. (IF 5.4) Pub Date : 2024-03-02
Abstract The primary goal of mineral prospectivity mapping (MPM) is to narrow the search for mineral resources by producing spatially selective maps. However, in the data-driven domain, MPM products vary depending on the workflow implemented. Although the data science framework is popular to guide the implementation of data-driven MPM tasks, and is intended to create objective and replicable workflows
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Zonal Seepage in Coal Seams Generated by Hydraulic Fracturing Under Gas Pressure Attenuation: Characteristics and Affecting Factors Nat. Resour. Res. (IF 5.4) Pub Date : 2024-02-29 Cun Zhang, Chenxi Liu, Wuyan Xu, Yixin Zhao, Ziyu Song, Lei Zhang
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Denoising of Geochemical Data using Deep Learning–Implications for Regional Surveys Nat. Resour. Res. (IF 5.4) Pub Date : 2024-02-28 Steven E. Zhang, Julie E. Bourdeau, Glen T. Nwaila, Mohammad Parsa, Yousef Ghorbani
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A Graph Convolutional Network Approach to Qualitative Classification of Hydrocarbon Zones Using Petrophysical Properties in Well Logs Nat. Resour. Res. (IF 5.4) Pub Date : 2024-02-27 B. Venkateshwaran, Mu. Ramkumar, Numair Ahmed Siddiqui, AKM Eahsanul Haque, G. Sugavanam, A. Manobalaji
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Advancing the Confidence in Parameterization for Coal Spontaneous Combustion Process: A Quantitative Study on Macro-kinetics Nat. Resour. Res. (IF 5.4) Pub Date : 2024-02-27 Xinlei Yang, Liang Wang, Tingxiang Chu, Haitao Li, Dong Yang, Minggao Yu
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Molecular Insights on Competitive Adsorption of CH4, CO2 and Flue Gas in Shallow and Deep Coals for Gas Injection Technology Nat. Resour. Res. (IF 5.4) Pub Date : 2024-02-24
Abstract Gas injection for enhancing gas recovery (GI–EGR) is a multifaceted process that requires a solid theoretical foundation to be implemented orderly. However, there are limited reports on the micro-mechanisms of GI–EGR technology applied to coalbed methane reservoirs, especially for deep strata. To address this gap, this study utilized molecular simulation techniques to construct the organic
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The Lithospheric Thermal Structure in the Songliao Basin Inferred from Thermal Parameter Analyses: Implications for the Background of Geothermal Resources Nat. Resour. Res. (IF 5.4) Pub Date : 2024-02-24 Dai Dengliang, Zhao Rongsheng, Hu Jia, Liu Zhe, Wang Peng, Shan Xuanlong
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Understanding the Irreversible Evolution of Coal Permeability Under Cyclic Axial Deviatoric Stress Nat. Resour. Res. (IF 5.4) Pub Date : 2024-02-24 Jiafeng Liu, Xiaomeng Xu, Yihuai Zhang, Ziheng Wang, Muhammad Arif, Qiang Wang
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Investigation of Pore Structure and Adsorption/Desorption Properties of Coal in the Non-uniform Stress Zone: Implications for Coal and Gas Outburst Nat. Resour. Res. (IF 5.4) Pub Date : 2024-02-24 Zhuang Lu, Liang Wang, Songwei Wu, Peng Chu, Chuanpeng Xi, Hao Wang, Yuanping Cheng
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Coal Wettability Prediction Model Based on Small-Sample Machine Learning Nat. Resour. Res. (IF 5.4) Pub Date : 2024-02-23 Jingyu Wang, Shuheng Tang, Songhang Zhang, Zhaodong Xi, Jianwei Lv
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Oxidation Characterization of Water Immersion Coal on Pore Evolution and Oxygen Adsorption Behavior Nat. Resour. Res. (IF 5.4) Pub Date : 2024-02-23 Xin-xiao Lu, Guo-yu Shi, Shuo Wang, Jin-xiang Xiao
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Bridging the Temporal Gaps in GRACE/GRACE–FO Terrestrial Water Storage Anomalies over the Major Indian River Basins Using Deep Learning Nat. Resour. Res. (IF 5.4) Pub Date : 2024-02-22 Pragay Shourya Moudgil, G. Srinivasa Rao, Kosuke Heki
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Fracture Development Patterns and Micro–Macrostructural Fractal Characteristics of Acid–Base Coal Samples Nat. Resour. Res. (IF 5.4) Pub Date : 2024-02-20
Abstract This study employed a comprehensive approach utilizing X-ray diffraction, scanning electron microscopy (computed), computed tomography (CT) three-dimensional scanning, uniaxial compressive testing, acoustic emission (AE), and digital image correlation to investigate the micromorphology, mechanical properties, macro–microscopic fractal characteristics, failure modes, and mineral composition
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How Quickly Do Oil and Gas Wells “Water Out”? Quantifying and Contrasting Water Production Trends Nat. Resour. Res. (IF 5.4) Pub Date : 2024-02-19 Seth S. Haines, Brian A. Varela, Marilyn E. Tennyson, Nicholas J. Gianoutsos
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Differences of Pyrolysis Products and Controlling Factors of Oil-Rich Coal with Different Grain Sizes under Fully-Mechanized Mining Conditions Nat. Resour. Res. (IF 5.4) Pub Date : 2024-02-17 Junwei Qiao, Xiangyang Liang, Changjian Wang, Qingmin Shi, Lei Zhang, Longxiang Jiao, Gang Su, Yabin Lin, Weifeng Xue
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Energy Evolution of Coal During Uniaxial Compression under Different Bedding Intersection Angles and its Controlling Effect on the Failure Process Nat. Resour. Res. (IF 5.4) Pub Date : 2024-02-09 Xiaojie Fang, Caifang Wu, Hewei Zhang, Xiuming Jiang, Geng Li, Zhifeng Zhang, Ningning Liu
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Mechanical Properties and Fractal Characteristics of Fractured Coal Under Different Gas Pressures Nat. Resour. Res. (IF 5.4) Pub Date : 2024-02-07 Fan Li, Tianxuan Hao, Guoqing Wang, Yiju Tang, Meiqi Yuan, Lizhen Zhao
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Evolution of Permeability and Gas Seepage in Deep Coal Under 3D Stress Nat. Resour. Res. (IF 5.4) Pub Date : 2024-02-05 Tenglong Rong, Pengju Liu, Jiawei Wang, Xiaojian Ren, Xianzhong Li, Guoying Wang
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Application of Artificial Neural Network to Evaluate Coalbed Methane Exploration Potential: A Case Study from Permian Longtan Formation, Shuicheng, Guizhou Nat. Resour. Res. (IF 5.4) Pub Date : 2024-02-05 Debashish Mondal, Sijie Han, Shuxun Sang, Xiaozhi Zhou, Fuping Zhao, Wei Gao, Peiming Zhou, Jinchao Zhang, Ang Xu
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Pore–Fracture Structure Characteristics of Low-Medium Rank Coals from Eastern Surat Basin by FE-SEM and NMR Experiments Nat. Resour. Res. (IF 5.4) Pub Date : 2024-02-05 Zehong Cui, Zheng Zhang, Wensong Huang, Lingli Liu, Jianjun Wang, Xiaoyi Wei, Jian Shen
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Effect of Mean Specific Gravity on Combustion Characteristics of Selected High Ash Indian Coal Nat. Resour. Res. (IF 5.4) Pub Date : 2024-01-29 Dibyajyoti Behera, Pritam Kumar, Barun Kumar Nandi
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Macro–Micro Damage and Failure Behavior of Creep Gas-Bearing Coal Subjected to Drop Hammer Impact Nat. Resour. Res. (IF 5.4) Pub Date : 2024-01-25 Wenbin Xing, Hanpeng Wang, Wei Wang, Fubin Hou, Zihan Bai
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Enhanced Prediction Model for Blast-Induced Air Over-Pressure in Open-Pit Mines Using Data Enrichment and Random Walk-Based Grey Wolf Optimization–Two-Layer ANN Model Nat. Resour. Res. (IF 5.4) Pub Date : 2024-01-24 Hoang Nguyen, Xuan-Nam Bui, Carsten Drebenstedt, Yosoon Choi
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Logging-Based Petrophysical Estimation for Tight Sandy-Mud Reservoirs Employing a Geologically Regularized Learning System Nat. Resour. Res. (IF 5.4) Pub Date : 2024-01-17 Yufeng Gu, Daoyong Zhang, Lin Xu, Qin Zuo, Yinshan Gao
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OreFormer: Ore Sorting Transformer Based on ConvNet and Visual Attention Nat. Resour. Res. (IF 5.4) Pub Date : 2024-01-14
Abstract Intelligent ore sorting stands as a pivotal technology in contemporary mining and production. To establish a more efficient general framework for mineral image recognition, this paper proposes to combine the inductive biases of convolutional neural networks (i.e., locality and translation invariance) with the non-local qualities of transformer architecture (i.e., globality and long-range dependencies)
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Exploring Acoustic Wave Propagation and Equivalent Path in Quasi-Porous Medium of Loose Coal Mass Nat. Resour. Res. (IF 5.4) Pub Date : 2024-01-08 Jun Guo, Changming Chen, Guobin Cai, Hu Wen, Shuai Li
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Influence of Composition on Differential Evolution of Pore–Fracture Systems and Micro-mechanical Properties of Lignite During Drying-Wetting Cycles Nat. Resour. Res. (IF 5.4) Pub Date : 2024-01-04 Fudong Xin, Chaohe Fang, Shejiao Wang, Bo Xiong, Can Cao, Ding Liu, Dazhen Tang, Hao Xu
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Comprehensive Evaluation of In Situ Stress in the Daning–Jixian Area and Its Control on the Distribution of Coal-Measure Gas Nat. Resour. Res. (IF 5.4) Pub Date : 2024-01-02 Zheng Zhao, Dameng Liu, Bo Wang, Ming Chen, Junyi Sun, Lizhu Yu, Yidong Cai, Xiaozhou Zhang, Xiaolei Wu, Fengrui Sun
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A New Vector for Mapping Gold Mineralization Potential and Proposed Pathways in Highly Weathered Basement Rocks using Multispectral, Radar, and Magnetic Data in Random Forest Algorithm Nat. Resour. Res. (IF 5.4) Pub Date : 2023-12-30 Ahmed M. Eldosouky, Abdullah Othman, Saada A. Saada, Sara Zamzam
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Quantification of Gas Transport Behavior During Coalbed Methane Extraction in A Coal Seam Considering a Dual-Porosity/Single-Permeability Model Nat. Resour. Res. (IF 5.4) Pub Date : 2023-12-28 Hao Xu, Yueping Qin, Daoyong Yang, Gang Wang, Qiming Huang, Fan Wu
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Spatial–Temporal Evolution of Temperature and Gas Pressure in Soft and Hard Coal During Cryogenic Treatment: An Experimental and Theoretical Investigation Nat. Resour. Res. (IF 5.4) Pub Date : 2023-12-20 Dengke Wang, Yanzhao Wei, Hongtu Zhang, Jun Liu, Baisheng Nie, Shuqing Li, Xianfeng Liu, Fei Huang, Bowen Dong
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ArcMPM: An ArcEngine-Based Software for Mineral Prospectivity Mapping via Artificial Intelligence Algorithms Nat. Resour. Res. (IF 5.4) Pub Date : 2023-12-18 Renguang Zuo, Luyi Shi, Fanfan Yang, Ying Xu, Yihui Xiong
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Energy Evolution and Coal Crushing Mechanisms Involved in Coal and Gas Outburst Nat. Resour. Res. (IF 5.4) Pub Date : 2023-12-16 Chaolin Zhang, Peizhong Wang, Xianfeng Liu, Enyuan Wang, Qiaozhen Jiang, Mingliang Liu
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Brittleness Characteristics and Damage Evolution of Coal Under True Triaxial Loading Based on the Energy Principle Nat. Resour. Res. (IF 5.4) Pub Date : 2023-12-16 Rongxi Shen, Xi Wang, Hongru Li, Zhoujie Gu, Wei Liu
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Mechanisms of Methane Displacement by CO2/N2 Injection in Tectonic Coal under Different Gas-Driving Modes Nat. Resour. Res. (IF 5.4) Pub Date : 2023-12-14 Long Wang, Zhiliang Deng, Xinlei Wang, Zhaofeng Wang, Longsheng Hu, Pengtao Zhao
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Evolution Mechanism of Pore Structures of Organic-Rich Shale Under Tectonic Deformation: A Comparative Study Between Whole Rock and Kerogen Samples Nat. Resour. Res. (IF 5.4) Pub Date : 2023-12-09 Guoxi Cheng, Bo Jiang, Fengli Li, Ming Li, Caifang Wu
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A Hybrid Data-Driven Deep Learning Prediction Framework for Lake Water Level Based on Fusion of Meteorological and Hydrological Multi-source Data Nat. Resour. Res. (IF 5.4) Pub Date : 2023-12-10 Zhiyuan Yao, Zhaocai Wang, Tunhua Wu, Wen Lu
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Distinguishing the Type of Ore-Forming Fluids in Gold Deposits Using Pyrite Geochemistry and Machine Learning Nat. Resour. Res. (IF 5.4) Pub Date : 2023-11-28 Yixue Qin, Hua Kong, Biao Liu, Hua Jiang, Xianan Hou, Jingang Huang
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Concentration Dependence of the Diffusion Coefficient During Adsorption of Methane into Partially Water-Saturated Crushed Shale Nat. Resour. Res. (IF 5.4) Pub Date : 2023-11-27 Wentao Ban, Qingchun Yu
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Spatial Interpolation Using Machine Learning: From Patterns and Regularities to Block Models Nat. Resour. Res. (IF 5.4) Pub Date : 2023-11-25 Glen T. Nwaila, Steven E. Zhang, Julie E. Bourdeau, Hartwig E. Frimmel, Yousef Ghorbani
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3D Au Targeting using Machine Learning with Different Sample Combination and Return-Risk Analysis in the Sanshandao-Cangshang District, Shandong Province, China Nat. Resour. Res. (IF 5.4) Pub Date : 2023-11-18 Meng Gao, Gongwen Wang, Emmanuel John M. Carranza, Siyan Qi, Wen Zhang, Zhenshan Pang, Xiuzhang Li, Fengli Xiao
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Three-Dimensional Mineral Prospectivity Modeling with Geometric Restoration: Application to the Jinchuan Ni–Cu–(PGE) Sulfide Deposit, Northwestern China Nat. Resour. Res. (IF 5.4) Pub Date : 2023-11-14 Xiancheng Mao, Zhe Su, Hao Deng, Zhankun Liu, Longjiao Li, Yunqi Wang, Yongcai Wang, Lixin Wu
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The Effects of Quartz Content, Particle Size and Distribution Mode on the Mechanical Properties and Fracturing of Shale Nat. Resour. Res. (IF 5.4) Pub Date : 2023-11-08 Yapei Ye, Shuheng Tang, Zhaodong Xi, Renqi Lu, Zhongyao Zhang, Jintao Li
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3D Percolation Modeling for Connectivity and Permeability of Sandstone with Different Pore Distribution Characteristics Nat. Resour. Res. (IF 5.4) Pub Date : 2023-11-09 Xudong Huang, Jing Zhao, Zhiping Zhou, Dong Yang, Guoying Wang, Zhiqin Kang
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San Felipe Geothermal Prospect: A Previously Unrecognized Hydrothermal System on the Northeastern Coast of the Baja California Peninsula, México Nat. Resour. Res. (IF 5.4) Pub Date : 2023-11-02 R. M. Prol-Ledesma, A. A. Rodríguez-Díaz, C. E. González-Idárraga, I. A. González–Romo, A. S. Membrillo-Abad, M. Errasti, M. A. Torres-Vera
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A Robust Mechanistic Model for Pore Pressure Prediction from Petrophysical Logs Aided by Machine Learning in the Gas Hydrate-Bearing Sediments over the Offshore Krishna–Godavari Basin, India Nat. Resour. Res. (IF 5.4) Pub Date : 2023-11-02 Pradeep Kumar Shukla, David Lall, Vikram Vishal
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Using Bayesian Neural Networks for Uncertainty Assessment of Ore Type Boundaries in Complex Geological Models Nat. Resour. Res. (IF 5.4) Pub Date : 2023-11-01 Helga Jordão, António Jorge Sousa, Amílcar Soares
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Predicting Short-Term Rockburst Using RF–CRITIC and Improved Cloud Model Nat. Resour. Res. (IF 5.4) Pub Date : 2023-11-01 Jiahao Sun, Wenjie Wang, Lianku Xie
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Assessing the Uncertainty in Lithology, Grades and Recoverable Resources in an Iron Deposit in Southern Cameroon Nat. Resour. Res. (IF 5.4) Pub Date : 2023-10-30 Franklin Ekolle Essoh, Xavier Emery, Arsène Meying
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Predictive Geochemical Exploration: Inferential Generation of Modern Geochemical Data, Anomaly Detection and Application to Northern Manitoba Nat. Resour. Res. (IF 5.4) Pub Date : 2023-10-29 Julie E. Bourdeau, Steven E. Zhang, Christopher J. M. Lawley, Mohammad Parsa, Glen T. Nwaila, Yousef Ghorbani
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Pore Characterization of Sandy Silty Soil in Metro Surrounding Rock: A Synchrotron Small-Angle X-ray Scattering Experiment Nat. Resour. Res. (IF 5.4) Pub Date : 2023-10-25 Qi Zhang, Xiangchun Li, Chunli Yang, Jianhua Zeng, Xin Tian, Yaoyu Shi
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Intelligent Lithology Identification Methods for Rock Images Based on Object Detection Nat. Resour. Res. (IF 5.4) Pub Date : 2023-10-26 Hou Zhenlong, Wei Jikang, Shen Jinrong, Liu Xinwei, Zhao Wentian
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A Framework for Data-Driven Mineral Prospectivity Mapping with Interpretable Machine Learning and Modulated Predictive Modeling Nat. Resour. Res. (IF 5.4) Pub Date : 2023-10-25 Nini Mou, Emmanuel John M. Carranza, Gongwen Wang, Xiang Sun
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Microstructure Characteristics of Tectonic Coal and Primary Coal: A Case Study of Guizhou, China Nat. Resour. Res. (IF 5.4) Pub Date : 2023-10-26 Cong Feng, Xijian Li, Enyu Xu, Hao Sui, Feng Xue, Honggao Xie
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Seepage Characteristics of 3D Micron Pore-Fracture in Coal and a Permeability Evolution Model Based on Structural Characteristics under CO2 Injection Nat. Resour. Res. (IF 5.4) Pub Date : 2023-10-25 Zhaolong Ge, Yudong Hou, Zhe Zhou, Zepeng Wang, Maolin Ye, Shan Huang, Hui Zhang
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Experimental Study on Gas–Water Seepage in High-Rank Coal and Its Research Significance Nat. Resour. Res. (IF 5.4) Pub Date : 2023-10-23 Ya Meng, Zhiping Li, Shuheng Tang, Weimin Chen