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Improved Salt Dome Imaging Through Mixed $$L_p$$-Norm Regularized Gravity Inversion: Insights from Northwest Iran 通过混合$$L_p$$ -Norm正则化重力反演改进盐丘成像：来自伊朗西北部的见解
IF 5.4 2区 地球科学
Natural Resources Research Pub Date : 2026-07-07 DOI: 10.1007/s11053-026-10729-5
Bardiya Sadraeifar, Reza Ghanati, Rezvan Soltanabadi, Mojtaba Hosseini
{"title":"Improved Salt Dome Imaging Through Mixed $$L_p$$-Norm Regularized Gravity Inversion: Insights from Northwest Iran","authors":"Bardiya Sadraeifar, Reza Ghanati, Rezvan Soltanabadi, Mojtaba Hosseini","doi":"10.1007/s11053-026-10729-5","DOIUrl":"https://doi.org/10.1007/s11053-026-10729-5","url":null,"abstract":"","PeriodicalId":54284,"journal":{"name":"Natural Resources Research","volume":"43 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-07-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148409064","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
Characteristics of Coal Spontaneous Combustion and Gas Distribution Under Varying CO2 Concentrations in Goaf Oxidation Zones: Experiments and Simulations 不同CO2浓度下采空区氧化带煤自燃及瓦斯分布特征：实验与模拟
IF 5.4 2区 地球科学
Natural Resources Research Pub Date : 2026-07-06 DOI: 10.1007/s11053-026-10738-4
Huizhu Du, Xiao Cui, Jiayong Zhang, Liwen Guo, Kai Wang, Jianguo Wu, Yanlei Guo, Haijun Guo
{"title":"Characteristics of Coal Spontaneous Combustion and Gas Distribution Under Varying CO2 Concentrations in Goaf Oxidation Zones: Experiments and Simulations","authors":"Huizhu Du, Xiao Cui, Jiayong Zhang, Liwen Guo, Kai Wang, Jianguo Wu, Yanlei Guo, Haijun Guo","doi":"10.1007/s11053-026-10738-4","DOIUrl":"https://doi.org/10.1007/s11053-026-10738-4","url":null,"abstract":"","PeriodicalId":54284,"journal":{"name":"Natural Resources Research","volume":"8 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148409067","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
Assessment of Multiple GRACE Solutions for Estimation of Terrestrial Water Storage Trends over Türkiye 估算<s:1>基耶岛陆地储水趋势的多个GRACE解的评估
IF 5.4 2区 地球科学
Natural Resources Research Pub Date : 2026-07-06 DOI: 10.1007/s11053-026-10746-4
Hilal Şimşek, Emel Zeray Öztürk
{"title":"Assessment of Multiple GRACE Solutions for Estimation of Terrestrial Water Storage Trends over Türkiye","authors":"Hilal Şimşek, Emel Zeray Öztürk","doi":"10.1007/s11053-026-10746-4","DOIUrl":"https://doi.org/10.1007/s11053-026-10746-4","url":null,"abstract":"","PeriodicalId":54284,"journal":{"name":"Natural Resources Research","volume":"44 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148409065","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
Bridging the Scale Gap: Regional Refinement of National Mineral Prospectivity Models for Nunavut, Canada 弥合规模差距：加拿大努纳武特地区国家矿产远景模型的区域改进
IF 5.4 2区 地球科学
Natural Resources Research Pub Date : 2026-07-06 DOI: 10.1007/s11053-026-10699-8
Julie E. Bourdeau, Mohammad Parsa, Christopher J. M. Lawley, Steve R. Beyer, Bruce Kjarsgaard, Tommy Tremblay
{"title":"Bridging the Scale Gap: Regional Refinement of National Mineral Prospectivity Models for Nunavut, Canada","authors":"Julie E. Bourdeau, Mohammad Parsa, Christopher J. M. Lawley, Steve R. Beyer, Bruce Kjarsgaard, Tommy Tremblay","doi":"10.1007/s11053-026-10699-8","DOIUrl":"https://doi.org/10.1007/s11053-026-10699-8","url":null,"abstract":"Mineral exploration in the Arctic is challenging, resulting in decreased survey and mineral discovery rates. Data-driven mineral prospectivity mapping is intended to reduce exploration risk by delineating promising areas. However, data sparsity, especially of deposit locations, is a critical bottleneck. In this study, we developed and tested a method to conduct data-driven mineral prospectivity mapping in regions where annotated data are too sparse. Our method is predicated on the existence of large-scale mineral prospectivity frameworks (data, models and methods), which are fine-tuned using regional ground truth to produce locally refined predictions. This is possible because the spatial transferability of trained machine learning models is incomplete. We explicitly tested the hypothesis of limited spatial transferability. To within limitations of our experimental design, our results are supportive of our hypothesis that the incorporation of new positive samples into an existing training dataset preferentially influences the local outcome. Using a suite of critical minerals combined with published data and models in Canada, we demonstrated that by treating large-scale mineral prospectivity frameworks as foundational, it is productive to fine-tune trained models using regional data. Although national-scale maps exist prior to this study, they did not incorporate a substantial amount of ground truth from Nunavut. Therefore, through regional refinement, we produced the inaugural version of a set of pan-Canadian mineral prospectivity maps that are specifically refined for Nunavut for: (1) flake graphite; (2) magmatic Ni (±Cu ±Co ±PGE); and (3) Mississippi Valley-type Pb–Zn. The regional refinement method is a perspectivist and federated approach to MPM that extracts additional value from large-scale mineral prospectivity frameworks and provides an interoperable method for national, regional and inter-regional mineral exploration.","PeriodicalId":54284,"journal":{"name":"Natural Resources Research","volume":"12 13 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148409066","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
Improving Sorption Capacity in Tight Reservoirs Through an Advanced Generalized Group Method of Data Handling (g-GMDH) 利用先进的广义群数据处理方法（g-GMDH）提高致密储层吸附能力
IF 5.4 2区 地球科学
Natural Resources Research Pub Date : 2026-07-05 DOI: 10.1007/s11053-026-10732-w
Elieneza Nicodemus Abelly, Feng Yang, Nafouant Mouigni Baraka, Irene Martin Ndunguru, Allou Koffi Franck Kouassi, Elizabeth Frederick Mumbuli
{"title":"Improving Sorption Capacity in Tight Reservoirs Through an Advanced Generalized Group Method of Data Handling (g-GMDH)","authors":"Elieneza Nicodemus Abelly, Feng Yang, Nafouant Mouigni Baraka, Irene Martin Ndunguru, Allou Koffi Franck Kouassi, Elizabeth Frederick Mumbuli","doi":"10.1007/s11053-026-10732-w","DOIUrl":"https://doi.org/10.1007/s11053-026-10732-w","url":null,"abstract":"","PeriodicalId":54284,"journal":{"name":"Natural Resources Research","volume":"142 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-07-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148409069","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
A Self-Training Conditional Alignment Framework for Cross-Well Lithology Identification 井间岩性识别的自训练条件对准框架
IF 5.4 2区 地球科学
Natural Resources Research Pub Date : 2026-07-05 DOI: 10.1007/s11053-026-10743-7
Xianshan Li, Zhaoze Jiang, Yonghang Yu, Xingyun Wei, Pengwei Zhang, Hongjia Ren, Maoyuan Sun, Tianqi Li, Fangfang Pan, Fengda Zhao
{"title":"A Self-Training Conditional Alignment Framework for Cross-Well Lithology Identification","authors":"Xianshan Li, Zhaoze Jiang, Yonghang Yu, Xingyun Wei, Pengwei Zhang, Hongjia Ren, Maoyuan Sun, Tianqi Li, Fangfang Pan, Fengda Zhao","doi":"10.1007/s11053-026-10743-7","DOIUrl":"https://doi.org/10.1007/s11053-026-10743-7","url":null,"abstract":"","PeriodicalId":54284,"journal":{"name":"Natural Resources Research","volume":"28 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-07-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148409071","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
Oil–Source Correlation Using Macrophysical and Phase Parameters of Hydrocarbon Fluids: Application to Condensates and Light Oils, Western Kuqa Depression, Tarim Basin 烃类流体宏观物性和物相参数的油源对比——以塔里木盆地库车坳陷西部凝析油和轻质油为例
IF 5.4 2区 地球科学
Natural Resources Research Pub Date : 2026-07-05 DOI: 10.1007/s11053-026-10731-x
Zhihua He, Chengsheng Chen, Shuyong Shi, Chao Wu, Tao Mo, Naidong Chen, Yunpeng Wang
{"title":"Oil–Source Correlation Using Macrophysical and Phase Parameters of Hydrocarbon Fluids: Application to Condensates and Light Oils, Western Kuqa Depression, Tarim Basin","authors":"Zhihua He, Chengsheng Chen, Shuyong Shi, Chao Wu, Tao Mo, Naidong Chen, Yunpeng Wang","doi":"10.1007/s11053-026-10731-x","DOIUrl":"https://doi.org/10.1007/s11053-026-10731-x","url":null,"abstract":"","PeriodicalId":54284,"journal":{"name":"Natural Resources Research","volume":"27 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-07-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148409068","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
Valuing Geological Information Under Tenure Constraints: A Real Options Analysis of Two Operating Gold Mines 权属约束下地质信息的价值评估：两个运营金矿的实物期权分析
IF 5.4 2区 地球科学
Natural Resources Research Pub Date : 2026-07-04 DOI: 10.1007/s11053-026-10745-5
Quan Zheng, Kunpeng Zhou, Gang Li
{"title":"Valuing Geological Information Under Tenure Constraints: A Real Options Analysis of Two Operating Gold Mines","authors":"Quan Zheng, Kunpeng Zhou, Gang Li","doi":"10.1007/s11053-026-10745-5","DOIUrl":"https://doi.org/10.1007/s11053-026-10745-5","url":null,"abstract":"","PeriodicalId":54284,"journal":{"name":"Natural Resources Research","volume":"78 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148409070","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
Quantitative Assessment of Inter-Borehole Competitive Interference on Effective Extraction Radius in Underground Coalbed Methane Extraction 煤层气地下开采井间竞争干扰对有效开采半径的定量评价
IF 5.4 2区 地球科学
Natural Resources Research Pub Date : 2026-04-28 DOI: 10.1007/s11053-026-10687-y
Lin Wang, Shuhao Liang, Erlei Su, Xiangjun Chen, Lin Li, Yingjun Sun
{"title":"Quantitative Assessment of Inter-Borehole Competitive Interference on Effective Extraction Radius in Underground Coalbed Methane Extraction","authors":"Lin Wang, Shuhao Liang, Erlei Su, Xiangjun Chen, Lin Li, Yingjun Sun","doi":"10.1007/s11053-026-10687-y","DOIUrl":"https://doi.org/10.1007/s11053-026-10687-y","url":null,"abstract":"","PeriodicalId":54284,"journal":{"name":"Natural Resources Research","volume":"141 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147756128","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
Integrating Fractal Theory with Explainable Machine Learning for Mineral Prospectivity Mapping in the Nenjiang–Heihe Region 分形理论与可解释性机器学习相结合的嫩江-黑河地区矿产找矿
IF 5.4 2区 地球科学
Natural Resources Research Pub Date : 2026-04-27 DOI: 10.1007/s11053-026-10685-0
Zhonghai Zhao, Xiang Zhao, Bo Zheng, Chenglu Li, Yang Liu, Kaiyue Tan, Yunbao Yang, Zhaolong Liu, Yechang Yin
{"title":"Integrating Fractal Theory with Explainable Machine Learning for Mineral Prospectivity Mapping in the Nenjiang–Heihe Region","authors":"Zhonghai Zhao, Xiang Zhao, Bo Zheng, Chenglu Li, Yang Liu, Kaiyue Tan, Yunbao Yang, Zhaolong Liu, Yechang Yin","doi":"10.1007/s11053-026-10685-0","DOIUrl":"https://doi.org/10.1007/s11053-026-10685-0","url":null,"abstract":"","PeriodicalId":54284,"journal":{"name":"Natural Resources Research","volume":"46 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-04-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147756129","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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