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Energy and Permeability Characteristics of Gassy Coal Throughout Loading–Unloading Failing Process 含气煤在加载-卸载破坏过程中的能量和渗透性特征
IF 5.4 2区 地球科学
Natural Resources Research Pub Date : 2026-03-02 DOI: 10.1007/s11053-026-10647-6
Qiuping Li, Jie Liu, Hao Wang
{"title":"Energy and Permeability Characteristics of Gassy Coal Throughout Loading–Unloading Failing Process","authors":"Qiuping Li, Jie Liu, Hao Wang","doi":"10.1007/s11053-026-10647-6","DOIUrl":"https://doi.org/10.1007/s11053-026-10647-6","url":null,"abstract":"","PeriodicalId":54284,"journal":{"name":"Natural Resources Research","volume":"110 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-03-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147360186","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Mineral Prospectivity Mapping Combining Dynamic Collaborative Sample Optimization and Mineralization Pattern Delineation in Large-Scale Complex Metallogenic Settings 大型复杂成矿背景下动态协同优化与成矿模式圈定相结合的找矿找矿
IF 5.4 2区 地球科学
Natural Resources Research Pub Date : 2026-02-28 DOI: 10.1007/s11053-026-10653-8
Yu Zhang, Dongping Ming, Lu Xu, Dehui Dong, Tingting Lu
{"title":"Mineral Prospectivity Mapping Combining Dynamic Collaborative Sample Optimization and Mineralization Pattern Delineation in Large-Scale Complex Metallogenic Settings","authors":"Yu Zhang, Dongping Ming, Lu Xu, Dehui Dong, Tingting Lu","doi":"10.1007/s11053-026-10653-8","DOIUrl":"https://doi.org/10.1007/s11053-026-10653-8","url":null,"abstract":"","PeriodicalId":54284,"journal":{"name":"Natural Resources Research","volume":"2 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-02-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147360187","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Lithology Identification Method for Marine–Continental Transitional Shale Systems Based on Superposition Reconstruction: A Case Study of the Shanxi Formation, Ordos Basin, China 基于叠加重建的海陆过渡页岩体系岩性识别方法——以鄂尔多斯盆地山西组为例
IF 5.4 2区 地球科学
Natural Resources Research Pub Date : 2026-02-26 DOI: 10.1007/s11053-026-10644-9
Xinglei Song, Congjun Feng, Zhen Qiu, Sizhong Peng, Teng Li, Pengfei Wu, Zhiqiang Chen, Mengsi Sun
{"title":"Lithology Identification Method for Marine–Continental Transitional Shale Systems Based on Superposition Reconstruction: A Case Study of the Shanxi Formation, Ordos Basin, China","authors":"Xinglei Song, Congjun Feng, Zhen Qiu, Sizhong Peng, Teng Li, Pengfei Wu, Zhiqiang Chen, Mengsi Sun","doi":"10.1007/s11053-026-10644-9","DOIUrl":"https://doi.org/10.1007/s11053-026-10644-9","url":null,"abstract":"","PeriodicalId":54284,"journal":{"name":"Natural Resources Research","volume":"25 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-02-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147287173","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Seepage–Damage–Failure of Gas-Bearing Coal–Rock Composite System Subjected to Different Conditions: Implication for Disaster Prevention Mechanism of Outburst–Rockburst Composite Dynamic Disaster 不同条件下含气煤岩复合体系的渗流-破坏-破坏：对突出-岩爆复合动力灾害防治机制的启示
IF 5.4 2区 地球科学
Natural Resources Research Pub Date : 2026-02-26 DOI: 10.1007/s11053-026-10645-8
Wang Kai, Zuo Xiaohuan, Du Feng, Sun Jiazhi, Zhang Xiang, Li Kangnan, Ju Yang
{"title":"Seepage–Damage–Failure of Gas-Bearing Coal–Rock Composite System Subjected to Different Conditions: Implication for Disaster Prevention Mechanism of Outburst–Rockburst Composite Dynamic Disaster","authors":"Wang Kai, Zuo Xiaohuan, Du Feng, Sun Jiazhi, Zhang Xiang, Li Kangnan, Ju Yang","doi":"10.1007/s11053-026-10645-8","DOIUrl":"https://doi.org/10.1007/s11053-026-10645-8","url":null,"abstract":"","PeriodicalId":54284,"journal":{"name":"Natural Resources Research","volume":"31 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-02-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147287176","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Spatial-Aware Parametric UMAP Network: An Interpretable Deep Learning Analytical Framework for Mineral Prospectivity Mapping 空间感知的参数化UMAP网络：一种可解释的深度学习分析框架，用于矿产勘探制图
IF 5.4 2区 地球科学
Natural Resources Research Pub Date : 2026-02-26 DOI: 10.1007/s11053-025-10627-2
Yixiao Wu, Wenlei Wang, Changjiang Yuan
{"title":"Spatial-Aware Parametric UMAP Network: An Interpretable Deep Learning Analytical Framework for Mineral Prospectivity Mapping","authors":"Yixiao Wu, Wenlei Wang, Changjiang Yuan","doi":"10.1007/s11053-025-10627-2","DOIUrl":"https://doi.org/10.1007/s11053-025-10627-2","url":null,"abstract":"","PeriodicalId":54284,"journal":{"name":"Natural Resources Research","volume":"17 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-02-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147287184","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Time-Series Prediction of Mine Gas Concentration Based on CEEMDAN–SCSSA–CNN–BiLSTM 基于CEEMDAN-SCSSA-CNN-BiLSTM的矿井瓦斯浓度时间序列预测
IF 5.4 2区 地球科学
Natural Resources Research Pub Date : 2026-02-24 DOI: 10.1007/s11053-026-10648-5
Kangnan Li, Yaqin Wu, Feng Du, Xiang Zhang, Yiqiao Wang, Jiazhi Sun, Yangyang Guo, Minghao Zhao
{"title":"Time-Series Prediction of Mine Gas Concentration Based on CEEMDAN–SCSSA–CNN–BiLSTM","authors":"Kangnan Li, Yaqin Wu, Feng Du, Xiang Zhang, Yiqiao Wang, Jiazhi Sun, Yangyang Guo, Minghao Zhao","doi":"10.1007/s11053-026-10648-5","DOIUrl":"https://doi.org/10.1007/s11053-026-10648-5","url":null,"abstract":"","PeriodicalId":54284,"journal":{"name":"Natural Resources Research","volume":"25 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147287186","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Assessing and Predicting Land-Use/Land-Cover Changes, and Land Surface Temperature Impacts on Gilgel Gibe Water Resources, Ethiopia 评估和预测土地利用/土地覆盖变化和地表温度对Gilgel Gibe水资源的影响
IF 5.4 2区 地球科学
Natural Resources Research Pub Date : 2026-02-22 DOI: 10.1007/s11053-026-10646-7
Amanuel Kumsa Bojer, Muluneh Wolde Tsadik, Saralees Nadarajah, Ayad M. Fadhil Al-Quraishi
{"title":"Assessing and Predicting Land-Use/Land-Cover Changes, and Land Surface Temperature Impacts on Gilgel Gibe Water Resources, Ethiopia","authors":"Amanuel Kumsa Bojer, Muluneh Wolde Tsadik, Saralees Nadarajah, Ayad M. Fadhil Al-Quraishi","doi":"10.1007/s11053-026-10646-7","DOIUrl":"https://doi.org/10.1007/s11053-026-10646-7","url":null,"abstract":"","PeriodicalId":54284,"journal":{"name":"Natural Resources Research","volume":"43 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-02-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146260712","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Comment on "Estimating Total Dissolved Solids in Groundwater Using Machine Learning Models" by Sumita Gulati, Anshul Bansal and Ashok Pal, in Natural Resources Research DOI: 10.1007/s11053-025-10480-3 评论“估计地下水总溶解固体使用机器学习模型”由Sumita Gulati， Anshul Bansal和Ashok Pal，在自然资源研究DOI: 10.1007/s11053-025-10480-3
IF 5.4 2区 地球科学
Natural Resources Research Pub Date : 2026-02-19 DOI: 10.1007/s11053-026-10643-w
Eyyup Ensar Başakın
{"title":"Comment on \"Estimating Total Dissolved Solids in Groundwater Using Machine Learning Models\" by Sumita Gulati, Anshul Bansal and Ashok Pal, in Natural Resources Research DOI: 10.1007/s11053-025-10480-3","authors":"Eyyup Ensar Başakın","doi":"10.1007/s11053-026-10643-w","DOIUrl":"https://doi.org/10.1007/s11053-026-10643-w","url":null,"abstract":"In this paper, specific technical aspects of the study conducted by Gulati (Nat Res Res 34:1623–1644, 2025) are critically examined. In their original study, Gulati (Nat Res Res 34:1623–1644, 2025) utilized several machine learning (ML) techniques to estimate the total solids in groundwater systems. While the study demonstrates the increasing role of data-driven approaches in hydrogeological applications, certain methodological choices, including performance metric formulation, train-test strategy, model comparability, and statistical validation, require further technical clarification. The present commentary aims to provide a focused methodological evaluation rather than a comprehensive review. In doing so, it highlights quantitative inconsistencies in reported evaluation metrics, differences in model partitioning strategies that affect result comparability, and ambiguity regarding feature attribution and statistical testing procedures. These issues have direct implications for reproducibility and the scientific validity of performance claims. The novelty of this commentary lies in its targeted assessment of methodological reproducibility in ML-based groundwater modeling studies, which has not been explicitly addressed in prior critiques. By discussing these aspects, the commentary intends to support the development of more transparent, statistically robust, and reproducible ML practices in future hydrogeological research.","PeriodicalId":54284,"journal":{"name":"Natural Resources Research","volume":"23 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-02-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146230896","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Influence of CH4/CO2 Competitive Adsorption on CO2-Enhanced Coalbed Methane Recovery CH4/CO2竞争吸附对CO2增强煤层气采收率的影响
IF 5.4 2区 地球科学
Natural Resources Research Pub Date : 2026-02-18 DOI: 10.1007/s11053-026-10642-x
Purui Li, Yongliang Yang, Jinhu Li, Guoqin Wang, Yifan Zhang, Kaiyang Gao
{"title":"Influence of CH4/CO2 Competitive Adsorption on CO2-Enhanced Coalbed Methane Recovery","authors":"Purui Li, Yongliang Yang, Jinhu Li, Guoqin Wang, Yifan Zhang, Kaiyang Gao","doi":"10.1007/s11053-026-10642-x","DOIUrl":"https://doi.org/10.1007/s11053-026-10642-x","url":null,"abstract":"","PeriodicalId":54284,"journal":{"name":"Natural Resources Research","volume":"30 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-02-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146230897","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Potential Impact of Macromolecular Structure and Nanoscale Pore on Coal Matrix Subjected to Microwave–LN2 Freeze–Thaw Cycles 微波- ln2冻融循环对煤基质大分子结构和纳米级孔隙的潜在影响
IF 5.4 2区 地球科学
Natural Resources Research Pub Date : 2026-02-18 DOI: 10.1007/s11053-026-10640-z
Xi Wu, He Li, Huihui Liu, Quanle Zou, Jiexin Lu, Junhui Mou, Baiquan Lin, Wei Yang, Jieyan Cao
{"title":"Potential Impact of Macromolecular Structure and Nanoscale Pore on Coal Matrix Subjected to Microwave–LN2 Freeze–Thaw Cycles","authors":"Xi Wu, He Li, Huihui Liu, Quanle Zou, Jiexin Lu, Junhui Mou, Baiquan Lin, Wei Yang, Jieyan Cao","doi":"10.1007/s11053-026-10640-z","DOIUrl":"https://doi.org/10.1007/s11053-026-10640-z","url":null,"abstract":"","PeriodicalId":54284,"journal":{"name":"Natural Resources Research","volume":"103 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-02-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146230899","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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