Natural Resources Research最新文献

{"title":"LSR-GAD for Reliable Detection of Deep Subtle Mineralization Anomalies under Label Scarcity: A Case Study of the Kalatongke Deposit in the Central Asian Orogenic Belt","authors":"Pengfei Lv, Nannan Zhou, Weiying Chen, Sixu Han","doi":"10.1007/s11053-026-10765-1","DOIUrl":"https://doi.org/10.1007/s11053-026-10765-1","url":null,"abstract":"","PeriodicalId":54284,"journal":{"name":"Natural Resources Research","volume":"23 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148883942","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":"Hydrogeological Characterization of Deep Aquifer Systems in the Essaouira Basin, Western Morocco: Insights from Integrated Geological and Geophysical Approaches","authors":"Anas Zbiri, Azzouz Kchikach, Mohammed Jaffal, Jan Mrlina, Samuel Zappalá, Mourad Guernouche, Ahmed E. Radwan, Mohamed Azaroual","doi":"10.1007/s11053-026-10766-0","DOIUrl":"https://doi.org/10.1007/s11053-026-10766-0","url":null,"abstract":"","PeriodicalId":54284,"journal":{"name":"Natural Resources Research","volume":"43 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148883943","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":"Intelligent Assessment of Blast-Induced Flyrock as a Geo-Environmental Hazard Using Optimized Hybrid XGBoost Models","authors":"Mohammad Matin Rouhani, Mahdi Hasanipanah, Xin Yin, Hesam Dehghani, Mohammad Rezaei","doi":"10.1007/s11053-026-10757-1","DOIUrl":"https://doi.org/10.1007/s11053-026-10757-1","url":null,"abstract":"","PeriodicalId":54284,"journal":{"name":"Natural Resources Research","volume":"5 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148883944","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":"Interpretable Prediction of Dual-Medium Tight Sandstone Reservoir Types of the Sichuan Basin: A Multi-ensemble Learning Approach for Imbalanced Data Optimization","authors":"Jiarui Zhang,Dali Yue,Wurong Wang,Linbo Qu,Yali Liu,Wei Li,Wujun Jin,Jialin Fu","doi":"10.1007/s11053-026-10761-5","DOIUrl":"https://doi.org/10.1007/s11053-026-10761-5","url":null,"abstract":"","PeriodicalId":54284,"journal":{"name":"Natural Resources Research","volume":"5 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-08-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148895696","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":"A Framework Integrating Numerical Log Features and Vertical Formation Similarity for Lithology Identification","authors":"Shaoqun Dong, Shutong Chen, Tao Wang, Junkun Quan, Xu Yang, Weiping Feng, Leting Wang, Guohao Xiong","doi":"10.1007/s11053-026-10705-z","DOIUrl":"https://doi.org/10.1007/s11053-026-10705-z","url":null,"abstract":"","PeriodicalId":54284,"journal":{"name":"Natural Resources Research","volume":"35 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-08-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148842907","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":"Thermo–Oxygen Coupling Mechanisms Governing Coal Reignition Under Inert Cooling in Transition-Edge Zones of Sealed Fire Areas","authors":"Haiyan Wang, Xiaolu Liu, Huiyong Niu, Zhuangzhuang Shao, Gongda Wang, Yanxiao Yang, Zhenxing Zhou","doi":"10.1007/s11053-026-10762-4","DOIUrl":"https://doi.org/10.1007/s11053-026-10762-4","url":null,"abstract":"","PeriodicalId":54284,"journal":{"name":"Natural Resources Research","volume":"35 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-08-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148842932","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":"A Framework for Characterizing Component-Wise Nonstationarity in GRACE/GRACE-FO-Derived Terrestrial Water Storage Anomalies","authors":"Hoa Thi Pham, Joseph Awange, Sten Claessens, Jielong Wang","doi":"10.1007/s11053-026-10755-3","DOIUrl":"https://doi.org/10.1007/s11053-026-10755-3","url":null,"abstract":"Understanding the nonstationarity of GRACE/GRACE-FO-derived terrestrial water storage anomalies (TWSA) is crucial for interpreting component-scale water storage variability, improving TWSA modeling, and supporting evaluation of land-surface and global hydrological models. However, existing studies lack methods for exploring TWSA nonstationarity in sufficient detail. To address this gap, this study introduces a framework comprising four steps: (i) filling TWSA gaps using two independent observation-only methods under an uncertainty-referenced dual-reconstruction strategy; (ii) decomposing TWSA into semi-annual, annual, long-term, and residual components while reducing and diagnosing signal mixing, with the long-term component further separated into trend and interannual–decadal variability (IA-D); (iii) evaluating the extracted components using complementary spectral and time–frequency methods; and (iv) estimating time-varying and average semi-annual amplitude (SAA) and annual amplitude (ANA), while characterizing IA-D in the time and time–frequency domains. The framework integrates non-wavelet-based techniques (Singular Spectrum Analysis, Fast Fourier Transform) and wavelet-based methods (Continuous Wavelet Transform, Multiresolution Analysis of the Maximal Overlap Discrete Wavelet Transform), along with local least-squares fitting, change-point detection, and local-extrema analysis. The Vietnam application demonstrates its ability to characterize component-wise TWSA nonstationarity across diverse hydroclimatic and geographical conditions. SAA fluctuates in all regions, ANA generally weakens with regional exceptions, and IA-D exhibits regionally varying high- and low-value episodes and evolving 2-year and 5-year periodicities. Compared with conventional least-squares fitting, the framework remains broadly consistent with full-record average seasonal amplitude estimates, while revealing time-varying SAA and ANA and providing more reliable average SAA estimates where IA-D variability is much larger than the semi-annual component.","PeriodicalId":54284,"journal":{"name":"Natural Resources Research","volume":"9 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-08-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148769023","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":"Geothermal Energy from Abandoned Coal Mines in China: A Review of Development Technologies, Challenges, and Future Pathways","authors":"Cun Zhang, Sheng Jia, Yanhong Chen, Yiming Ren","doi":"10.1007/s11053-026-10758-0","DOIUrl":"https://doi.org/10.1007/s11053-026-10758-0","url":null,"abstract":"","PeriodicalId":54284,"journal":{"name":"Natural Resources Research","volume":"6 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148769024","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":"HSSRNet: A Self-Supervised Residual Learning Model for Alteration Mineral Identification Using Drill-Core Hyperspectral Data","authors":"Pan Wang, Hengqian Zhao, Zhiguo Liu, Youpeng Tao, Qunfeng Miao, Siyuan Liu, Mengyun Han, Sijun Cheng","doi":"10.1007/s11053-026-10754-4","DOIUrl":"https://doi.org/10.1007/s11053-026-10754-4","url":null,"abstract":"","PeriodicalId":54284,"journal":{"name":"Natural Resources Research","volume":"131 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-08-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148769025","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":"Effect of Water Immersion on the Dynamic Strength Reduction and Energy Consumption Prediction Model of Magnetite Ore under Impact Loading","authors":"Haikuan Sun, Deqing Gan, Zhiyi Liu, Zhenlin Xue","doi":"10.1007/s11053-026-10736-6","DOIUrl":"https://doi.org/10.1007/s11053-026-10736-6","url":null,"abstract":"","PeriodicalId":54284,"journal":{"name":"Natural Resources Research","volume":"161 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-08-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148728781","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}