Natural Resources Research最新文献

{"title":"Deep Ensemble Learning and Mineralization-Based Data Augmentation for Mineral Prospectivity Mapping of Porphyry Copper in the Western Chagai Belt, Pakistan","authors":"Lujun Lin, Lei Liu, Hongrui Zhang, Yasir Shaheen Khalil, Jun Hong, Huishan Zhang","doi":"10.1007/s11053-026-10684-1","DOIUrl":"https://doi.org/10.1007/s11053-026-10684-1","url":null,"abstract":"","PeriodicalId":54284,"journal":{"name":"Natural Resources Research","volume":"19 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-04-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147739555","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}

{"title":"Data-Driven Mineral Prospectivity Mapping Integrating Machine Learning for Quartz Vein-Type Tungsten Deposit, Jiaoxi Area, Western Tibet, China","authors":"Haiming Liu, Liqiang Wang, Fuyuan Jian, Huanxin Xu","doi":"10.1007/s11053-026-10682-3","DOIUrl":"https://doi.org/10.1007/s11053-026-10682-3","url":null,"abstract":"","PeriodicalId":54284,"journal":{"name":"Natural Resources Research","volume":"25 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-04-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147733602","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}

{"title":"Multi-Scale Fractal Dimension Analysis of Pore Structure and Its Controlling Factors in Marine–Continental Transitional Shale of the Late Carboniferous Benxi Formation, Ordos Basin, China","authors":"Yanjun Meng, Xinyu Zhang, Qin Zhang, Zhen Qiu, Wanli Gao, Haojie Ma","doi":"10.1007/s11053-026-10683-2","DOIUrl":"https://doi.org/10.1007/s11053-026-10683-2","url":null,"abstract":"","PeriodicalId":54284,"journal":{"name":"Natural Resources Research","volume":"66 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147733634","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}

{"title":"Quantitative Mineral Resource Assessment of Lithium Pegmatite Deposits in the Northern Appalachian Orogen, USA","authors":"Niki E. Wintzer, Christopher S. Holm-Denoma, Jacob E. Poletti, Dalton M. McCaffrey, Stanley P. Mordensky, Erik R. Tharalson, Collin Cronkite-Ratcliff","doi":"10.1007/s11053-026-10652-9","DOIUrl":"https://doi.org/10.1007/s11053-026-10652-9","url":null,"abstract":"Lithium demand is projected to increase more than 48 times by 2040 due to electric vehicle production and other energy storage needs. Most lithium production is outside of the USA, thereby increasing supply chain vulnerability. The combined end use importance and heightened supply risk of lithium make this lightest metallic element a critical commodity to the USA. To mitigate this supply risk, the US Geological Survey is actively assessing lithium deposits in the USA. Herein, we detail an assessment for lithium-mineralized pegmatites in the US northern Appalachian Mountains. Permissive tracts were generated by cross-referencing tectonic and geologic maps and mineral occurrence data with mappable criteria derived from generalized and region-specific lithium pegmatite ore deposit models; tracts were then ranked as having high, medium, or low permissibility. Available geophysical and geochemical data were found to be of minimal utility for this deposit type at the scale of the assessment. The number of undiscovered deposits were estimated and integrated into probabilistic simulations, which included an expanded and updated global grade and tonnage model of pegmatite-hosted lithium ore. The estimated total amount of undiscovered resources for the northern Appalachian Orogen has a median value of 1,410,000 metric tons of Li <jats:sub>2</jats:sub> O when considering moderate correlation across sub-regions. At a confidence level of 90%, a resource of at least 90,000 metric tons of Li <jats:sub>2</jats:sub> O remains undiscovered, and at a 10% confidence level, a resource of as much as 7,380,000 metric tons Li <jats:sub>2</jats:sub> O remains undiscovered. After applying an up-to-date economic filter to convert median contained lithium to recoverable material, a correlated total of 900,000 metric tons of Li <jats:sub>2</jats:sub> O may be economically extractable, equating to enough Li <jats:sub>2</jats:sub> O to provide the current annual US lithium supply deficit (presently obtained through net imports) for 127 years at 2025 rates of apparent consumption. This period of provision will inevitably shorten with projected increasing consumption rates, emphasizing that further research could be completed to better delineate regions of high lithium resource potential and support exploration and domestic production.","PeriodicalId":54284,"journal":{"name":"Natural Resources Research","volume":"23 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-04-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147708742","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}

{"title":"3D Numerical Modeling of Skarn Zonation and Location Mechanism of Mineralization, Anqing Deposit, Middle Lower Yangtze River Valley Metallogenic Belt, China","authors":"Kexuan Lu, Xiaohui Li, Feng Yuan, Zhiqiang Wang, Chaojie Zheng, Yue Li, Yan Xu, Jingge Wang","doi":"10.1007/s11053-026-10678-z","DOIUrl":"https://doi.org/10.1007/s11053-026-10678-z","url":null,"abstract":"","PeriodicalId":54284,"journal":{"name":"Natural Resources Research","volume":"143 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-04-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147619676","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}

{"title":"Impact of Cryogenic Cooling with Liquid Nitrogen on the Mechanical Properties and Damage Evolution of High-Temperature Granite under Different Confining Pressures","authors":"Chengzheng Cai, Chunbo Zhou, Zhongwei Huang, Shouceng Tian, Haizhu Wang, Zhengchao Zhu, Bo Wang, Jiacheng Li","doi":"10.1007/s11053-026-10677-0","DOIUrl":"https://doi.org/10.1007/s11053-026-10677-0","url":null,"abstract":"","PeriodicalId":54284,"journal":{"name":"Natural Resources Research","volume":"53 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-04-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147617559","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}

{"title":"Molecular Study on Storage of CO2 and CH4 in Anthracite with Different Water Content Under Liquid CO2-ECBM Circumstances","authors":"Decheng Zhang, Junjie Wan, Guanglei Zhang, Tianshou Ma, Yi Ding, Wen Nie, P. G. Ranjith, M. S. A. Perera, Beining Zhang","doi":"10.1007/s11053-026-10674-3","DOIUrl":"https://doi.org/10.1007/s11053-026-10674-3","url":null,"abstract":"","PeriodicalId":54284,"journal":{"name":"Natural Resources Research","volume":"23 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-04-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147617557","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}

{"title":"Spatial Variation and Potential Sources of Inorganic Dissolved Substances in the Headwaters of the Yellow River","authors":"Nana Bai, Ruotong Wang, Aili Sun, Zhongbo Yu, Yi Li, Lei Wu, Li Li, Ning Qiu, Shubing Dai, Jian Zhou","doi":"10.1007/s11053-026-10658-3","DOIUrl":"https://doi.org/10.1007/s11053-026-10658-3","url":null,"abstract":"","PeriodicalId":54284,"journal":{"name":"Natural Resources Research","volume":"18 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-04-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147617560","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}

{"title":"Spatial and Temporal Distribution Characteristics, Source Analysis and Health Risk Assessment of Heavy Metal Pollution in Environmental Media in Concentrated Coal Mining Areas","authors":"Wenju Cheng, Huiyong Yin, Chang Lu, Fangying Dong, Yongjie Li, Biao Li","doi":"10.1007/s11053-026-10671-6","DOIUrl":"https://doi.org/10.1007/s11053-026-10671-6","url":null,"abstract":"","PeriodicalId":54284,"journal":{"name":"Natural Resources Research","volume":"103 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-03-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147586190","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}

{"title":"Hybrid Metaheuristic-ANFIS Framework for Predicting and Inversely Optimizing Blast-Induced Flyrock: Social Spider and Salp Swarm Synergy","authors":"Qiancheng Fang, Hoang Nguyen, Erkan Topal, Jian Zhou, Masoud Monjezi","doi":"10.1007/s11053-026-10659-2","DOIUrl":"https://doi.org/10.1007/s11053-026-10659-2","url":null,"abstract":"","PeriodicalId":54284,"journal":{"name":"Natural Resources Research","volume":"25 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-03-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147536071","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}