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Prediction of Organic Facies Distribution in Jurassic Coal-Bearing Source Rocks of the Junggar Basin: A PSO-Optimized XGBoost Approach 准噶尔盆地侏罗系煤系烃源岩有机相分布预测——基于pso优化的XGBoost方法
IF 5.4 2区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY
Natural Resources Research
Pub Date : 2026-02-01 DOI: 10.1007/s11053-026-10641-y
Shangbin Wang, Xiangchun Chang, Guanlong Zhang, Ruichao Guo, Bingbing Shi, Junjian Zhang, Tianjiao Liu, Chenyu Wang
{"title":"Prediction of Organic Facies Distribution in Jurassic Coal-Bearing Source Rocks of the Junggar Basin: A PSO-Optimized XGBoost Approach","authors":"Shangbin Wang, Xiangchun Chang, Guanlong Zhang, Ruichao Guo, Bingbing Shi, Junjian Zhang, Tianjiao Liu, Chenyu Wang","doi":"10.1007/s11053-026-10641-y","DOIUrl":"https://doi.org/10.1007/s11053-026-10641-y","url":null,"abstract":"","PeriodicalId":54284,"journal":{"name":"Natural Resources Research","volume":"285 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146101338","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 and Mechanisms of Crack Propagation in Gas-Bearing Coal Under Adsorptive Versus Non-Adsorptive Gas Conditions 含气煤在吸附与非吸附条件下的裂纹扩展特征及机理
IF 5.4 2区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY
Natural Resources Research
Pub Date : 2026-01-30 DOI: 10.1007/s11053-025-10610-x
Dengke Wang, Yixuan Tang, Wenrui Li, Hongtu Zhang, Biao He, Furu Kang, Shixing Fan, Baisheng Nie, Yuling Xia, Xiaofei Pang, Jinhao Yu
{"title":"Characteristics and Mechanisms of Crack Propagation in Gas-Bearing Coal Under Adsorptive Versus Non-Adsorptive Gas Conditions","authors":"Dengke Wang, Yixuan Tang, Wenrui Li, Hongtu Zhang, Biao He, Furu Kang, Shixing Fan, Baisheng Nie, Yuling Xia, Xiaofei Pang, Jinhao Yu","doi":"10.1007/s11053-025-10610-x","DOIUrl":"https://doi.org/10.1007/s11053-025-10610-x","url":null,"abstract":"","PeriodicalId":54284,"journal":{"name":"Natural Resources Research","volume":"140 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146095877","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
Attention-Based Bidirectional Gated Recurrent Unit Neural Networks for Lithology Identification from Well-Logging Data 基于注意力的双向门控循环单元神经网络用于测井岩性识别
IF 5.4 2区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY
Natural Resources Research
Pub Date : 2026-01-26 DOI: 10.1007/s11053-025-10629-0
Xiaohui Sun, Lina Zhang, Jintang Wang, Zhiyuan Wang, Baojiang Sun
{"title":"Attention-Based Bidirectional Gated Recurrent Unit Neural Networks for Lithology Identification from Well-Logging Data","authors":"Xiaohui Sun, Lina Zhang, Jintang Wang, Zhiyuan Wang, Baojiang Sun","doi":"10.1007/s11053-025-10629-0","DOIUrl":"https://doi.org/10.1007/s11053-025-10629-0","url":null,"abstract":"","PeriodicalId":54284,"journal":{"name":"Natural Resources Research","volume":"72 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-01-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146048567","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 Lithofacies and Diagenetic Evolution on Pore Structure and Fluid Mobility of Tight Sandstone Reservoirs: The Fourth Member of Xujiahe Formation in Tianfu Area, Sichuan Basin, China 岩相及成岩演化对致密砂岩储层孔隙结构及流体流动性的影响：四川盆地天府地区须家河组四段
IF 5.4 2区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY
Natural Resources Research
Pub Date : 2026-01-20 DOI: 10.1007/s11053-026-10638-7
Hui Pan, Yuqiang Jiang, Yadong Zhou, Zhanlei Wang, Miao Li, Hao Liu, Tao Wang, Zhilin Zhao
{"title":"Influence of Lithofacies and Diagenetic Evolution on Pore Structure and Fluid Mobility of Tight Sandstone Reservoirs: The Fourth Member of Xujiahe Formation in Tianfu Area, Sichuan Basin, China","authors":"Hui Pan, Yuqiang Jiang, Yadong Zhou, Zhanlei Wang, Miao Li, Hao Liu, Tao Wang, Zhilin Zhao","doi":"10.1007/s11053-026-10638-7","DOIUrl":"https://doi.org/10.1007/s11053-026-10638-7","url":null,"abstract":"","PeriodicalId":54284,"journal":{"name":"Natural Resources Research","volume":"2676 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146005718","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
An Improved Convolutional Neural Network-Based Coal Structure Identification Method in Complex Tectonic Areas 基于改进卷积神经网络的复杂构造区煤结构识别方法
IF 5.4 2区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY
Natural Resources Research
Pub Date : 2026-01-20 DOI: 10.1007/s11053-025-10634-3
Xuehua Chen, Huijing Fang, Xiaozhi Zhou, Shuaiqi Wang, Hai Ding, Shiliang Zhu, Yu Xiong
{"title":"An Improved Convolutional Neural Network-Based Coal Structure Identification Method in Complex Tectonic Areas","authors":"Xuehua Chen, Huijing Fang, Xiaozhi Zhou, Shuaiqi Wang, Hai Ding, Shiliang Zhu, Yu Xiong","doi":"10.1007/s11053-025-10634-3","DOIUrl":"https://doi.org/10.1007/s11053-025-10634-3","url":null,"abstract":"","PeriodicalId":54284,"journal":{"name":"Natural Resources Research","volume":"48 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146005723","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
Toward 3D Inference and Reconstruction of Deep-Seated Alteration Zones in Orogenic Gold Deposits: Linking Surface Geochemical Data and Undercover Alteration Thickness with an End-to-End Transformer 造山带金矿深部蚀变带的三维推断与重建：地表地球化学数据与暗蚀变厚度与端到端变压器的联系
IF 5.4 2区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY
Natural Resources Research
Pub Date : 2026-01-20 DOI: 10.1007/s11053-026-10637-8
Jin Chen, Nanxin Liang, Hao Deng, Shuyan Yu, Zhankun Liu, Xiancheng Mao
{"title":"Toward 3D Inference and Reconstruction of Deep-Seated Alteration Zones in Orogenic Gold Deposits: Linking Surface Geochemical Data and Undercover Alteration Thickness with an End-to-End Transformer","authors":"Jin Chen, Nanxin Liang, Hao Deng, Shuyan Yu, Zhankun Liu, Xiancheng Mao","doi":"10.1007/s11053-026-10637-8","DOIUrl":"https://doi.org/10.1007/s11053-026-10637-8","url":null,"abstract":"","PeriodicalId":54284,"journal":{"name":"Natural Resources Research","volume":"22 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146005727","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
Burial Depth-Dependent Logging Response Heterogeneity in Organic-Rich Shale: Qingshankou Formation, Songliao Basin 松辽盆地青山口组富有机质页岩随埋深的测井响应非均质性
IF 5.4 2区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY
Natural Resources Research
Pub Date : 2026-01-20 DOI: 10.1007/s11053-026-10639-6
Lianxin Tao, Ling Jiang, Xuemei Tian, Hongliang Dang, Liyun Hou, Pingchang Sun
{"title":"Burial Depth-Dependent Logging Response Heterogeneity in Organic-Rich Shale: Qingshankou Formation, Songliao Basin","authors":"Lianxin Tao, Ling Jiang, Xuemei Tian, Hongliang Dang, Liyun Hou, Pingchang Sun","doi":"10.1007/s11053-026-10639-6","DOIUrl":"https://doi.org/10.1007/s11053-026-10639-6","url":null,"abstract":"","PeriodicalId":54284,"journal":{"name":"Natural Resources Research","volume":"116 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146005716","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
Quantifying Spatial and Statistical Heterogeneities in the Relationships Between Mineralization and its Determinants for Quantile-Specific 3D Mineral Prospectivity Mapping 量化空间和统计非均质性在矿化及其决定因素之间的关系，用于分位数特定的三维矿产远景图
IF 5.4 2区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY
Natural Resources Research
Pub Date : 2026-01-20 DOI: 10.1007/s11053-025-10636-1
Jixian Huang, Shijun Wan, Hao Deng, Baoyi Zhang, Xiaoming Huang, Xiancheng Mao
{"title":"Quantifying Spatial and Statistical Heterogeneities in the Relationships Between Mineralization and its Determinants for Quantile-Specific 3D Mineral Prospectivity Mapping","authors":"Jixian Huang, Shijun Wan, Hao Deng, Baoyi Zhang, Xiaoming Huang, Xiancheng Mao","doi":"10.1007/s11053-025-10636-1","DOIUrl":"https://doi.org/10.1007/s11053-025-10636-1","url":null,"abstract":"","PeriodicalId":54284,"journal":{"name":"Natural Resources Research","volume":"39 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146005715","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
Prospectivity Mapping of Targets for Li-Bearing Pegmatites and Granites in Västernorrland, Sweden, with Fuzzy Logic and Random Forest Modeling 基于模糊逻辑和随机森林模型的瑞典Västernorrland含锂伟晶岩和花岗岩靶区远景映射
IF 5.4 2区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY
Natural Resources Research
Pub Date : 2026-01-17 DOI: 10.1007/s11053-025-10633-4
Roshanak Vadoodi, Emmanuel John M. Carranza, Martiya Sadeghi
{"title":"Prospectivity Mapping of Targets for Li-Bearing Pegmatites and Granites in Västernorrland, Sweden, with Fuzzy Logic and Random Forest Modeling","authors":"Roshanak Vadoodi, Emmanuel John M. Carranza, Martiya Sadeghi","doi":"10.1007/s11053-025-10633-4","DOIUrl":"https://doi.org/10.1007/s11053-025-10633-4","url":null,"abstract":"","PeriodicalId":54284,"journal":{"name":"Natural Resources Research","volume":"63 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-01-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146005724","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
Gravity and Magnetic Datasets Inversion of the Cornubian Batholith (Southwest UK) 英国西南部Cornubian基的重磁数据集反演
IF 5.4 2区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY
Natural Resources Research
Pub Date : 2026-01-12 DOI: 10.1007/s11053-025-10635-2
Gerardo Maurizio, Carla Braitenberg
{"title":"Gravity and Magnetic Datasets Inversion of the Cornubian Batholith (Southwest UK)","authors":"Gerardo Maurizio, Carla Braitenberg","doi":"10.1007/s11053-025-10635-2","DOIUrl":"https://doi.org/10.1007/s11053-025-10635-2","url":null,"abstract":"","PeriodicalId":54284,"journal":{"name":"Natural Resources Research","volume":"38 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-01-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145955315","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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