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Mechanism and Models of Nano-Confined Slip Flow of Shale Oil Nat. Resour. Res. (IF 4.8) Pub Date : 2024-12-20 Ren-Shi Nie, Jing-Shun Li, Jian-Chun Guo, Zhangxin Chen, Jingcheng Liu, Cong Lu, Fan-Hui Zeng
The flow of shale oil in nano-scale rock pores follows the slip flow regime, in which the flow velocity at the nanopore walls is not zero. The nano-scale effect of the boundary layer renders the slip flow effect in the nanopores non-negligible. In this study, the slip flow mechanism of shale oil in nanopores was reviewed. The nano-scale effect of the boundary layer renders the slip flow effect in the
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Process Description and Initiation Criteria of Coal and Gas Outbursts Based on Energy Principles Nat. Resour. Res. (IF 4.8) Pub Date : 2024-12-14 Hongqing Zhu, Erhui Zhang, Yan Wu, Mingyi Chi
An energy criterion model of coal and gas outbursts was established to study the energy conversion mechanism. Ideal gas law was utilized to establish a correlation between dissipated energy (i.e., energy dissipated during outbursts) and accumulated energy (potential energy leading to outbursts) in gas-containing briquettes. This relationship, along with the expression for the energy criterion, was
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Impact of Large-Scale Water Transfer Projects on the Ecological Flow and Its Value of Rivers in the Water-Receiving Area: Case Study of the Han River-to-Wei River Water Transfer Project Nat. Resour. Res. (IF 4.8) Pub Date : 2024-12-12 Zihan Guo, Ni Wang, Yin Li, Zheng Liu
The Han River-to-Wei River Water Transfer (HWWT) Project not only brings evident economic benefits to the water-receiving areas but it also generates ecological flow value (EFV) by indirectly supplementing river flows. However, the EFV resulting from water transfer is often overlooked due to its indirect nature, and traditional methods tend to overestimate it due to a lack of consideration of value
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Identification of Geochemical Anomalies Using a Memory-Augmented Autoencoder Model with Geological Constraint Nat. Resour. Res. (IF 4.8) Pub Date : 2024-12-11 Tonghui Luo, Zhongli Zhou, Long Tang, Hao Gong, Bin Liu
The identification and mapping of geochemical anomaly patterns have emerged as a more precise and efficient approach for mineral exploration, with deep learning algorithms being extensively employed in this realm. However, existing methodologies require further investigation regarding model interpretability and correlation with established mineral control factors. This paper proposes a regional geochemical
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Forecasting Copper Price with Multi-view Graph Transformer and Fractional Brownian Motion-Based Data Augmentation Nat. Resour. Res. (IF 4.8) Pub Date : 2024-12-09 Qiguo Sun, Xibei Yang, Meiyu Zhong
Copper price forecasting is crucial for both investors and governments due to its significant economic impact. Recently, machine learning techniques have been widely employed to construct copper price forecasting models, demonstrating high forecasting accuracy. However, there are two main limitations in these models: (1) the lack of ability to capture the non-Euclidean relationships among numerous
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Evaluating Productivity in Opencast Mines: A Machine Learning Analysis of Drill-Blast and Surface Miner Operations Nat. Resour. Res. (IF 4.8) Pub Date : 2024-12-03 Geleta Warkisa Deressa, Bhanwar Singh Choudhary
Productivity in opencast mining, particularly in drill-blast (DB) and surface miner (SM) operations, is crucial for optimizing efficiency and reducing costs. These operations are directly affected by fragmentation, which in turn impacts equipment utilization, loading cycle times, and downstream operations. This study analyzed field data such as rock properties, machine parameters, blast design results
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Freeze–Thaw Response of Permeability and Absorption Channel Structure and Moisture Distribution in Different Coal Ranks Nat. Resour. Res. (IF 4.8) Pub Date : 2024-11-27 Lei Qin, Sinyin Lv, Shugang Li, Hui Wang, Pengfei Liu, Miao Mu, Jiawei Li
Low-permeability coal seams are widely distributed in China, with significant differences in coal ranks and properties. Identifying an effective method for nitrogen fracturing is an urgent challenge. To study the impact of coal ranks on fracturing, lignite, bituminous coal, and anthracite were used in liquid nitrogen freeze–thaw experiments. Low-field nuclear magnetic resonance was used to measure
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Nanopore Structure Evolution in Acid- and Alkali-Treated Coal Under Stress: Insights from SAXS Analysis Nat. Resour. Res. (IF 4.8) Pub Date : 2024-11-25 Yaoyu Shi, Xiangchun Li, Yihui Pang, Baisheng Nie, Jianhua Zeng, Shuhao Zhang, Xiaowei Li, Qingdong Qu
Research on the effects of acidic and alkaline solutions and stress on coal’s pore structure has traditionally focused on larger scales, leaving a gap in understanding nanoscale impacts. This study utilized a self-developed small-angle X-ray scattering (SAXS) miniature loading system and in situ synchrotron SAXS to investigate nanopore evolution under varying pH conditions and external stress. By analyzing
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Petrophysical Characteristics of the Paleocene Zelten Formation in the Gialo Oil Field, Sirte Basin, Libya Nat. Resour. Res. (IF 4.8) Pub Date : 2024-11-21 Bassem S. Nabawy, Emad Abd El Aziz, Saad Mogren, Adel Kamel Mohamed, Habeeb Farag, Elkhedr Ibrahim, S. M. Talha Qadri
This work evaluated the hydrocarbon potentiality and petrophysical properties of the Paleocene Zelten Formation in the Libyan Sirte Basin. It aimed to delineate the influence of the microfacies composition of the studied sequence on the reservoir characteristics. The study was based on petrographical and petrophysical data derived from six wells. The petrophysical data included well-logging data (gamma-ray
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Research on Coal Reservoir Pore Structures: Progress, Current Status, and Advancing Nat. Resour. Res. (IF 4.8) Pub Date : 2024-11-19 Kai Wang, Lin Guo, Chao Xu, Wenjing Wang, Tong Yang, Yuanyuan Hu, Yongwang Yuan
Coalbed methane (CBM) storage and transport are facilitated by an intricate multi-scale pore structure. It is of great significance to study the characteristics of the pore structure and its role in CBM storage and transport in order to enhance CBM extraction, prevent CBM disasters, and improve the efficiency of CO2 geological storage. Here, we review the current progress in coal reservoir pore structure
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Risk-Based Optimization of Post-Blast Dig-Limits Incorporating Blast Movement and Grade Uncertainties with Multiple Destinations in Open-Pit Mines Nat. Resour. Res. (IF 4.8) Pub Date : 2024-11-18 Samer Hmoud, Mustafa Kumral
Dig-limits optimization is one of the most important steps in the grade control process at open-pit mines. It aims to send blasted materials to their optimal destinations to maximize the profitability of mining projects. Grade and blast movement are key uncertainties that affect the optimal determination of dig-limits. This paper presents an integrated workflow for optimizing dig-limits under grade
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Correlation Between and Mechanisms of Gas Desorption and Infrasound Signals Nat. Resour. Res. (IF 4.8) Pub Date : 2024-11-18 Sijie Yang, Yuanping Cheng, Yang Lei, Zhuang Lu, Xiaoxi Cheng, Hao Wang, Kuo Zhu
Coal and gas desorption, as a major form of gas energy release, is a key factor in triggering coal and gas outbursts. Therefore, studying the physical characteristics during coal and gas desorption is essential for understanding the development process of coal and gas outbursts. Based on gas dynamics during coal particle gas desorption, this study established a connection between gas desorption and
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Lateritic Ni–Co Prospectivity Modeling in Eastern Australia Using an Enhanced Generative Adversarial Network and Positive-Unlabeled Bagging Nat. Resour. Res. (IF 4.8) Pub Date : 2024-11-18 Nathan Wake, Ehsan Farahbakhsh, R. Dietmar Müller
The surging demand for Ni and Co, driven by the acceleration of clean energy transitions, has sparked interest in the Lachlan Orogen of New South Wales for its potential lateritic Ni–Co resources. Despite recent discoveries, a substantial knowledge gap exists in understanding the full scope of these critical metals in this geological province. This study employed a machine learning-based framework
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Prediction of Coal Body Structure of Deep Coal Reservoirs Using Logging Curves: Principal Component Analysis and Evaluation of Factors Influencing Coal Body Structure Distribution Nat. Resour. Res. (IF 4.8) Pub Date : 2024-11-14 Xiangchun Chang, Runye Han, Junjian Zhang, Veerle Vandeginste, Xiaoyang Zhang, Yu Liu, Shuangbiao Han
Deep coalbed methane (CBM) extraction shows that coal body structure (CBS) influences the original pore and permeability conditions of a coal reservoir and that it has a significant effect on CBM production. CBS prediction by using logging curves has become an important aspect in CBM reservoir engineering. In this study, we identified vertical development of CBS in coal seam 8 of the Benxi Formation
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Dynamic Strain Rate Effect and Macro–Micro-Fracture Mechanism of Raw Coal Under True Triaxial Conditions Nat. Resour. Res. (IF 4.8) Pub Date : 2024-11-09 Li Zhang, Yubing Liu, Enyuan Wang, Dong Chen, Xiaoran Wang
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Dynamic Permeability Response and Pore-Fracture Structure Evolution of Deep Coal Reservoirs Under Stress Release Nat. Resour. Res. (IF 4.8) Pub Date : 2024-11-08 Yulong Liu, Kai Wei, Ao Wang, Qiongyao Fang, Chenyang Wang
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Pore Structure Monofractal and Multifractal Characteristics of High-Mature Organic-Rich Shale Using N2 Adsorption–Desorption Measurements Nat. Resour. Res. (IF 4.8) Pub Date : 2024-11-08 Zhaomeng Wei, Yumao Pang, Chuansheng Yang, Hui Cao, Junjian Zhang
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Lattice Boltzmann Simulation of the Poroelastic Effect on Apparent Permeability in Coal Micro/Nanopores Nat. Resour. Res. (IF 4.8) Pub Date : 2024-11-06 Kang Yang, Yunpei Liang, Wei Li, Qiang Chen, Erlei Su, Chenglin Tian
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Comminution Energy Based on Particle Size Distribution and Crushing Mechanism During Coal and Gas Outburst Nat. Resour. Res. (IF 4.8) Pub Date : 2024-11-06 Chaolin Zhang, Yunfu Li, Enyuan Wang, Xiaofei Liu, Jiabo Geng, Jiawei Chen
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Influence of Aspect Ratio of Migration Space on Gas Migration and Accumulation Mechanisms of Different Types of Gas Reservoirs Nat. Resour. Res. (IF 4.8) Pub Date : 2024-11-06 Zhenze Wang, Jingong Zhang, Xiaopeng Liu, Huitao Zhao, Dazhong Ren, Yiru Qi, Yidong Yuan, Qilong Kang
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Mapping of Gold Prospectivity in the Qingchengzi Pb–Zn–Ag–Au Polymetallic District, China, with Ensemble Learning Algorithms Nat. Resour. Res. (IF 4.8) Pub Date : 2024-11-06 Zhiqiang Zhang, Gongwen Wang, Emmanuel John M. Carranza, Yingjie Li, Xinxing Liu, Wuxu Peng, Junjie Fan, Fengming Xu
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Masked Autoregressive Flow for Geochemical Anomaly Detection with Application to Li–Cs–Ta Pegmatites Exploration of the Superior Craton, Canada Nat. Resour. Res. (IF 4.8) Pub Date : 2024-09-29 C. Scheidt, L. Mathieu, Z. Yin, L. Wang, J. Caers
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STNet: Advancing Lithology Identification with a Spatiotemporal Deep Learning Framework for Well Logging Data Nat. Resour. Res. (IF 4.8) Pub Date : 2024-09-27 Qingwei Pang, Chenglizhao Chen, Youzhuang Sun, Shanchen Pang
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Non-Monotonic Transformation for Gaussianization of Regionalized Variables: Modeling Aspects Nat. Resour. Res. (IF 4.8) Pub Date : 2024-09-26 Farzaneh Khorram, Xavier Emery, Mohammad Maleki, Gabriel País
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Pattern-Based Multiple-point Geostatistics for 3D Automatic Geological Modeling of Borehole Data Nat. Resour. Res. (IF 4.8) Pub Date : 2024-09-24 Jiateng Guo, Yufei Zheng, Zhibin Liu, Xulei Wang, Jianqiao Zhang, Xingzhou Zhang
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Thermal Generation Behavior, Key Groups and Disaster-Causing Mechanism of Unloaded Bulk Coal Under High Ground Temperature Conditions Nat. Resour. Res. (IF 4.8) Pub Date : 2024-09-24 Xiaodong Yu, Huiyong Niu, Haiyan Wang, Hongyu Pan, Qingqing Sun, Siwei Sun, Xi Yang
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Non-monotonic Transformation for Gaussianization of Regionalized Variables: Conditional Simulation Nat. Resour. Res. (IF 4.8) Pub Date : 2024-09-25 Farzaneh Khorram, Xavier Emery, Mohammad Maleki, Gabriel País
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Representing the Uncertainty of a 3D Geological Model via Global Optimum Truth Discovery Technology Nat. Resour. Res. (IF 4.8) Pub Date : 2024-09-23 Nan Li, Keyan Xiao, Shitao Yin, Cangbai Li, Xianglong Song, Wenkai Chu, Weihua Hua, Rui Cao
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A New Method of Rockburst Prediction for Categories with Sparse Data Using Improved XGBoost Algorithm Nat. Resour. Res. (IF 4.8) Pub Date : 2024-09-24 Ming Tao, Qizheng Zhao, Rui Zhao, Memon Muhammad Burhan
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Evolution Patterns and Anisotropic Connectivity Characteristics of Pores and Fissures in Oil Shale After Steam Heating at Different Temperatures Nat. Resour. Res. (IF 4.8) Pub Date : 2024-09-23 Xudong Huang, Dong Yang, Guoying Wang, Kaidong Zhang, Jing Zhao
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Diffusion of Surface CO2 in Coalfield Fire Areas by Surface Temperature and Wind Nat. Resour. Res. (IF 4.8) Pub Date : 2024-09-20 Junpeng Zhang, Haiyan Wang, Cheng Fan, Zhenning Fan, Haining Liang, Jian Zhang
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Microstructural Changes and Kinetic Analysis of Oxidation Reaction in Coal–Oil Symbiosis Nat. Resour. Res. (IF 4.8) Pub Date : 2024-09-18 Lintao Hu, Hongqing Zhu, Binrui Li, Rui Li, Linhao Xie, Ruoyi Tao, Baolin Qu
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Evaluation of Reservoir Porosity and Permeability from Well Log Data Based on an Ensemble Approach: A Comprehensive Study Incorporating Experimental, Simulation, and Fieldwork Data Nat. Resour. Res. (IF 4.8) Pub Date : 2024-09-18 Edwin E. Nyakilla, Sun Guanhua, Hao Hongliang, Grant Charles, Mouigni B. Nafouanti, Emanuel X. Ricky, Selemani N. Silingi, Elieneza N. Abelly, Eric R. Shanghvi, Safi Naqibulla, Mbega R. Ngata, Erasto Kasala, Melckzedeck Mgimba, Alaa Abdulmalik, Fatna A. Said, Mbula N. Nadege, Johnson J. Kasali, Li Dan
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In Situ Gas Content and Extraction Potential of Ultra-Deep Coalbed Methane in the Sichuan Basin, China Nat. Resour. Res. (IF 4.8) Pub Date : 2024-09-16 Haiqi Li, Guoxiao Zhou, Shida Chen, Song Li, Dazhen Tang
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A New Sphalerite Thermometer Based on Machine Learning with Trace Element Geochemistry Nat. Resour. Res. (IF 4.8) Pub Date : 2024-09-15 Hongtao Zhao, Yu Zhang, Yongjun Shao, Jia Liao, Shuling Song, Genshen Cao, Ruichang Tan
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Risk-Aware Quantitative Mineral Prospectivity Mapping with Quantile-based Regression Models Nat. Resour. Res. (IF 4.8) Pub Date : 2024-09-13 Jixian Huang, Shijun Wan, Weifang Mao, Hao Deng, Jin Chen, Weiyang Tang
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Deformation Characteristics and Mechanical Constitutive Model of Coal Under Stress Wave Action Nat. Resour. Res. (IF 4.8) Pub Date : 2024-08-22 Zhoujie Gu, Rongxi Shen, Siqing Zhang, Xin Zhou, Zhentang Liu, Enlai Zhao, Xiulei Wang, Jianbin Jia
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Interpretable SHAP Model Combining Meta-learning and Vision Transformer for Lithology Classification Using Limited and Unbalanced Drilling Data in Well Logging Nat. Resour. Res. (IF 4.8) Pub Date : 2024-08-19 Youzhuang Sun, Shanchen Pang, Zhiyuan Zhao, Yongan Zhang
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Strength Evolution Characteristics of Coal with Different Pore Structures and Mineral Inclusions Based on CT Scanning Reconstruction Nat. Resour. Res. (IF 4.8) Pub Date : 2024-08-16 Cun Zhang, Sheng Jia, Zhaopeng Ren, Qingsheng Bai, Lei Wang, Penghua Han
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Mineral Reconnaissance Through Scientific Consensus: First National Prospectivity Maps for PGE–Ni–Cu–Cr and Witwatersrand-type Au Deposits in South Africa Nat. Resour. Res. (IF 4.8) Pub Date : 2024-08-14 Glen T. Nwaila, Steven E. Zhang, Julie E. Bourdeau, Emmanuel John M. Carranza, Stephanie Enslin, Musa S. D. Manzi, Fenitra Andriampenomanana, Yousef Ghorbani
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Uncertainty Quantification in Mineral Resource Estimation Nat. Resour. Res. (IF 4.8) Pub Date : 2024-08-11 Oltingey Tuya Lindi, Adeyemi Emman Aladejare, Toochukwu Malachi Ozoji, Jukka-Pekka Ranta
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Sand Production Prediction with Machine Learning using Input Variables from Geological and Operational Conditions in the Karazhanbas Oilfield, Kazakhstan Nat. Resour. Res. (IF 4.8) Pub Date : 2024-08-09 Ainash Shabdirova, Ashirgul Kozhagulova, Yernazar Samenov, Nguyen Minh, Yong Zhao
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An Interpretable Multi-Model Machine Learning Approach for Spatial Mapping of Deep-Sea Polymetallic Nodule Occurrences Nat. Resour. Res. (IF 4.8) Pub Date : 2024-08-07 Iason-Zois Gazis, Francois Charlet, Jens Greinert
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A Prediction Method for Surface Subsidence at Deep Mining Areas with Thin Bedrock and Thick Soil Layer Considering Consolidation Behavior Nat. Resour. Res. (IF 4.8) Pub Date : 2024-08-03 Jiachen Wang, Shanxi Wu, Zhaohui Wang, Shenyi Zhang, Boyuan Cheng, Huashun Xie
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Application of Main Controlling Factors for Quantitative Evaluation of a Favorable Carbonate Oil- and Gas-Bearing Area in the Pre-exploration Stage: Lianglitage Formation in the Central Uplift Belt of the Tarim Basin Nat. Resour. Res. (IF 4.8) Pub Date : 2024-07-31 Bin Li, Junshuai Ran, Tao Tang, Taiyu Deng, Suju Yang, Haitao Lv
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Ultrasonic-Induced Changes in Nanopores: Molecular Insights into Effects on CH4/CO2 Adsorption in Coal Nat. Resour. Res. (IF 4.8) Pub Date : 2024-08-01 Liang Wang, Wei Yang, Kang Yang, Chenhao Tian
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Mineral Prospectivity Mapping Based on Spatial Feature Classification with Geological Map Knowledge Graph Embedding: Case Study of Gold Ore Prediction at Wulonggou, Qinghai Province (Western China) Nat. Resour. Res. (IF 4.8) Pub Date : 2024-07-24 Qun Yan, Juan Zhao, Linfu Xue, Liqiong Wei, Mingjia Ji, Xiangjin Ran, Junhao Dai
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Toward Data-Driven Mineral Prospectivity Mapping from Remote Sensing Data Using Deep Forest Predictive Model Nat. Resour. Res. (IF 4.8) Pub Date : 2024-07-23 Abdallah M. Mohamed Taha, Gang Liu, Qiyu Chen, Wenyao Fan, Zhesi Cui, Xuechao Wu, Hongfeng Fang
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A Methodology for Similarity Area Searching Using Statistical Distance Measures: Application to Geological Exploration Nat. Resour. Res. (IF 4.8) Pub Date : 2024-07-24 Felipe Navarro, Gonzalo Díaz, Marcia Ojeda, Felipe Garrido, Diana Comte, Alejandro Ehrenfeld, Álvaro F. Egaña, Gisella Palma, Mohammad Maleki, Juan Francisco Sanchez-Perez
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Aeromagnetic Data Analysis of Geothermal Energy Potential of a Hot Spring Area in Western Saudi Arabia Nat. Resour. Res. (IF 4.8) Pub Date : 2024-07-22 Konstantinos Chavanidis, Ahmed Salem, Alexandros Stampolidis, Abdul Latif Ashadi, Israa S. Abu-Mahfouz, Panagiotis Kirmizakis, Pantelis Soupios
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Exploration of Metallogenic Structure of Manganese Ore Using Magnetotelluric Method: A Case Study in Minle Region, Hunan Province, China Nat. Resour. Res. (IF 4.8) Pub Date : 2024-07-22 Yang Yang, Lili Ye, Fangbo Chen, Sanxi Peng, Huimei Shan
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Precise Evaluation of Gas Expansion Energy Within Coal Bodies in Coal-and-Gas Outbursts: Innovation in Calculation Model and Experimental Methods Nat. Resour. Res. (IF 4.8) Pub Date : 2024-07-20 Ming Cheng, Yuanping Cheng, Liang Yuan, Liang Wang, Chenghao Wang, Jilin Yin
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Temperature Reduction Characteristics of Coal with Different Moisture Contents During Cryogenic Treatment Nat. Resour. Res. (IF 4.8) Pub Date : 2024-07-18 Siqi Zhang, Zhaofeng Wang, Xingying Ma, Lingling Qi, Shijie Li, Yanqi Chen
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A Theoretical Investigation of Coal Fracture Evolution with Hydrostatic Pressure and its Validation by CT Nat. Resour. Res. (IF 4.8) Pub Date : 2024-07-16 Changxin Zhao, Yuanping Cheng, Wei Li, Liang Wang, Zhuang Lu, Hao Wang
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CLUSTERDC: A New Density-Based Clustering Algorithm and its Application in a Geological Material Characterization Workflow Nat. Resour. Res. (IF 4.8) Pub Date : 2024-07-15 Maximilien Meyrieux, Samer Hmoud, Pim van Geffen, David Kaeter
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An Artificial Neural Network Approach for Predicting TOC and Comprehensive Pyrolysis Parameters from Well Logs and Applications to Source Rock Evaluation Nat. Resour. Res. (IF 4.8) Pub Date : 2024-07-14 Mohamed Elfatih Salaim, Huolin Ma, Xiangyun Hu, Hatim Quer
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SsL-VGMM: A Semisupervised Machine Learning Model of Multisource Data Fusion for Lithology Prediction Nat. Resour. Res. (IF 4.8) Pub Date : 2024-07-13 Pengfei Lv, Weiying Chen, Hai Li, Wangting Song
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Effects of Different Concentrations of Weak Acid Fracturing Fluid on the Microstructure of Coal Nat. Resour. Res. (IF 4.8) Pub Date : 2024-07-13 Gan Rui, Zuo Shaojie, Si Junting, Liu Chengwei, Tian Feng, Jiang Zhizhong, Wang Changwei, Peng Shouqing, Xu Zhiyuan
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Fuzzy-AHP and GIS-Based Modeling for Food Grain Cropping Suitability in Sundarban, India Nat. Resour. Res. (IF 4.8) Pub Date : 2024-07-11 Sabir Hossain Molla, Rukhsana
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Evolution of Broken Coal’s Permeability Characteristics under Cyclic Loading–Unloading Conditions Nat. Resour. Res. (IF 4.8) Pub Date : 2024-07-11 Liang Luo, Lei Zhang, Jianzhong Pan, Mingxue Li, Ye Tian, Chen Wang, Songzhao Li