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Damage Evolution and Failure Characteristics of Coal Under Reloading After Coupled Action of Static Deviatoric Stress and Stress Waves 静偏应力与应力波耦合作用下煤的再加载损伤演化与破坏特征
IF 5.4 2区 地球科学
Natural Resources Research Pub Date : 2026-03-27 DOI: 10.1007/s11053-026-10665-4
Xiayan Zhang, Enyuan Wang, Rongxi Shen, Zhoujie Gu, Zhenhua Hu, Huihan Yang, Yijiang Zong
{"title":"Damage Evolution and Failure Characteristics of Coal Under Reloading After Coupled Action of Static Deviatoric Stress and Stress Waves","authors":"Xiayan Zhang, Enyuan Wang, Rongxi Shen, Zhoujie Gu, Zhenhua Hu, Huihan Yang, Yijiang Zong","doi":"10.1007/s11053-026-10665-4","DOIUrl":"https://doi.org/10.1007/s11053-026-10665-4","url":null,"abstract":"","PeriodicalId":54284,"journal":{"name":"Natural Resources Research","volume":"229 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-03-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147536072","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
Prediction of Coal Spontaneous Combustion Temperature Using Boruta–NGO–GBDT: A Machine Learning Approach to Feature Selection and Metaheuristic Optimization 基于Boruta-NGO-GBDT的煤炭自燃温度预测：基于特征选择和元启发式优化的机器学习方法
IF 5.4 2区 地球科学
Natural Resources Research Pub Date : 2026-03-25 DOI: 10.1007/s11053-026-10670-7
Yan Zhang, Hemeng Zhang, Xiaoying Liu, Shuliang Jia, Yongjun Wang, Hung Vo Thanh
{"title":"Prediction of Coal Spontaneous Combustion Temperature Using Boruta–NGO–GBDT: A Machine Learning Approach to Feature Selection and Metaheuristic Optimization","authors":"Yan Zhang, Hemeng Zhang, Xiaoying Liu, Shuliang Jia, Yongjun Wang, Hung Vo Thanh","doi":"10.1007/s11053-026-10670-7","DOIUrl":"https://doi.org/10.1007/s11053-026-10670-7","url":null,"abstract":"","PeriodicalId":54284,"journal":{"name":"Natural Resources Research","volume":"3 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147536073","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 Foundation Model for Geochemical Anomaly Identification 地球化学异常识别的基础模型
IF 5.4 2区 地球科学
Natural Resources Research Pub Date : 2026-03-16 DOI: 10.1007/s11053-026-10664-5
Luyi Shi, Renguang Zuo
{"title":"A Foundation Model for Geochemical Anomaly Identification","authors":"Luyi Shi, Renguang Zuo","doi":"10.1007/s11053-026-10664-5","DOIUrl":"https://doi.org/10.1007/s11053-026-10664-5","url":null,"abstract":"","PeriodicalId":54284,"journal":{"name":"Natural Resources Research","volume":"100 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-03-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147462032","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
Random Forest Modeling of Bastnäs-Type REE Deposits in Bergslagen, Central Sweden: Testing the EIS Toolkit for Mineral Potential Mapping 瑞典中部Bergslagen地区Bastnäs-Type REE矿床随机森林模型：测试EIS工具箱的矿产潜力测绘
IF 5.4 2区 地球科学
Natural Resources Research Pub Date : 2026-03-15 DOI: 10.1007/s11053-026-10657-4
Patrick Casey, Martiya Sadeghi
{"title":"Random Forest Modeling of Bastnäs-Type REE Deposits in Bergslagen, Central Sweden: Testing the EIS Toolkit for Mineral Potential Mapping","authors":"Patrick Casey, Martiya Sadeghi","doi":"10.1007/s11053-026-10657-4","DOIUrl":"https://doi.org/10.1007/s11053-026-10657-4","url":null,"abstract":"","PeriodicalId":54284,"journal":{"name":"Natural Resources Research","volume":"17 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147462033","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
Genetic Mechanism of Geothermal Systems in Southern Jiangxi: Constraints from Hydrogeochemistry and Isotopic Tracing 赣南地热系统成因机制：来自水文地球化学和同位素示踪的制约
IF 5.4 2区 地球科学
Natural Resources Research Pub Date : 2026-03-14 DOI: 10.1007/s11053-026-10662-7
Cheng Su, Yanan Li, Meihui Wang, Changsheng Huang, Ziliang Zhao, Deqiang Shi, Shengxi Cao, Chuanming Ma, Jingmei Zhang, Wei Chen
{"title":"Genetic Mechanism of Geothermal Systems in Southern Jiangxi: Constraints from Hydrogeochemistry and Isotopic Tracing","authors":"Cheng Su, Yanan Li, Meihui Wang, Changsheng Huang, Ziliang Zhao, Deqiang Shi, Shengxi Cao, Chuanming Ma, Jingmei Zhang, Wei Chen","doi":"10.1007/s11053-026-10662-7","DOIUrl":"https://doi.org/10.1007/s11053-026-10662-7","url":null,"abstract":"","PeriodicalId":54284,"journal":{"name":"Natural Resources Research","volume":"189 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-03-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147462034","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
Gold Deposit Knowledge Graph Mining Based on Network Analysis: Implications for the Gold Deposit Understanding and Classification 基于网络分析的金矿知识图谱挖掘：对金矿认识与分类的启示
IF 5.4 2区 地球科学
Natural Resources Research Pub Date : 2026-03-06 DOI: 10.1007/s11053-026-10660-9
Bo Wang, Mingguo Wang, Chengbin Wang, Jianguo Chen, Liheng Chang, Nan Li
{"title":"Gold Deposit Knowledge Graph Mining Based on Network Analysis: Implications for the Gold Deposit Understanding and Classification","authors":"Bo Wang, Mingguo Wang, Chengbin Wang, Jianguo Chen, Liheng Chang, Nan Li","doi":"10.1007/s11053-026-10660-9","DOIUrl":"https://doi.org/10.1007/s11053-026-10660-9","url":null,"abstract":"","PeriodicalId":54284,"journal":{"name":"Natural Resources Research","volume":"15 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-03-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147368121","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
Integrated Groundwater Assessment in Kulon Progo Using Vertical Electrical Sounding, Geological, and Hydrochemical Data 利用垂直电测深、地质和水化学数据综合评价库伦普罗戈地下水
IF 5.4 2区 地球科学
Natural Resources Research Pub Date : 2026-03-06 DOI: 10.1007/s11053-026-10656-5
Nurul Dzakiya, Manjula Natesan, Ying-Chu Chen
{"title":"Integrated Groundwater Assessment in Kulon Progo Using Vertical Electrical Sounding, Geological, and Hydrochemical Data","authors":"Nurul Dzakiya, Manjula Natesan, Ying-Chu Chen","doi":"10.1007/s11053-026-10656-5","DOIUrl":"https://doi.org/10.1007/s11053-026-10656-5","url":null,"abstract":"Vertical electrical sounding (VES), geological, and hydrochemical data were integrated to assess aquifer characteristics and pollution risks in Kulon Progo. The VES data come from 13 stations surveyed with the Schlumberger configuration, selected for its ability to explore deeper subsurface environments with cost-effective electrode spacing. The VES data were inverted with PROGRESS 3.0, a 1D layered resistivity modeling software capable of producing numerical and graphical results. All hydrochemical parameters (total dissolved solids (TDS), pH, NO <jats:sub>3</jats:sub> , NO <jats:sub>2</jats:sub> , Cr <jats:sup>6+</jats:sup> , Fe, Mn) were within acceptable standards except for one well with turbidity (36.6 NTU) and Fe (0.5261 mg/L) far beyond the standards. According to the Regulation of the Republic of Indonesia Minister of Health No. 32/2017, acceptable values were 5 NTU for turbidity and 0.3 mg/L, for Fe. High levels of microbiological contamination, indicated by the presence of <jats:italic>Escherichia coli (E. coli)</jats:italic> and coliform bacteria far in excess of 0 CFU/100 mL, were also detected. Strong negative correlations ( <jats:italic>r</jats:italic> &lt; –0.7) between resistivity and microbially/metal-associated parameters like TDS ( <jats:italic>r</jats:italic> = –0.732) suggest that low-resistivity, clay-rich areas are more susceptible to contamination. Overall, the study revealed that although groundwater in the area is of chemical quality, its microbiological quality poses severe health risks, thus an urgent need for proper treatment and enhanced groundwater management practices.","PeriodicalId":54284,"journal":{"name":"Natural Resources Research","volume":"62 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-03-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147368122","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
Dynamic Early Warning Model for Coal Spontaneous Combustion Based on Machine Learning 基于机器学习的煤炭自燃动态预警模型
IF 5.4 2区 地球科学
Natural Resources Research Pub Date : 2026-03-05 DOI: 10.1007/s11053-026-10649-4
Gang Bai, Ran Liang, Wei Wang, Yun Qi, Xiaowen Zhang, Xueming Li, Xun Zhang
{"title":"Dynamic Early Warning Model for Coal Spontaneous Combustion Based on Machine Learning","authors":"Gang Bai, Ran Liang, Wei Wang, Yun Qi, Xiaowen Zhang, Xueming Li, Xun Zhang","doi":"10.1007/s11053-026-10649-4","DOIUrl":"https://doi.org/10.1007/s11053-026-10649-4","url":null,"abstract":"","PeriodicalId":54284,"journal":{"name":"Natural Resources Research","volume":"16 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-03-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147368124","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 CO2 Sequestration Through Machine-Learning-Driven Prediction of Wettability in Tight Reservoirs 通过机器学习驱动的致密储层润湿性预测提高CO2固存
IF 5.4 2区 地球科学
Natural Resources Research Pub Date : 2026-03-05 DOI: 10.1007/s11053-026-10651-w
Elieneza Nicodemus Abelly, Feng Yang, Edwin Ernest Nyakilla, Fravian Mwinzarubi Marobo, Christopher Nyangi Mkono, Omari Athumani Mbuji, Erasto E. Kasala, Allou Koffi Franck Kouassi
{"title":"Improving CO2 Sequestration Through Machine-Learning-Driven Prediction of Wettability in Tight Reservoirs","authors":"Elieneza Nicodemus Abelly, Feng Yang, Edwin Ernest Nyakilla, Fravian Mwinzarubi Marobo, Christopher Nyangi Mkono, Omari Athumani Mbuji, Erasto E. Kasala, Allou Koffi Franck Kouassi","doi":"10.1007/s11053-026-10651-w","DOIUrl":"https://doi.org/10.1007/s11053-026-10651-w","url":null,"abstract":"","PeriodicalId":54284,"journal":{"name":"Natural Resources Research","volume":"44 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-03-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147368123","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
Nonlinear Characteristics and Intelligent Prediction Method of Gas Desorption in Mining Coal Rock 煤岩瓦斯解吸非线性特征及智能预测方法
IF 5.4 2区 地球科学
Natural Resources Research Pub Date : 2026-03-03 DOI: 10.1007/s11053-026-10654-7
Junjie Cai, Xijian Li, Shoukun Chen
{"title":"Nonlinear Characteristics and Intelligent Prediction Method of Gas Desorption in Mining Coal Rock","authors":"Junjie Cai, Xijian Li, Shoukun Chen","doi":"10.1007/s11053-026-10654-7","DOIUrl":"https://doi.org/10.1007/s11053-026-10654-7","url":null,"abstract":"","PeriodicalId":54284,"journal":{"name":"Natural Resources Research","volume":"69 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-03-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147360152","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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