ISSN 1009-6248CN 61-1149/P Bimonthly

Supervisor：China Geological Survey

Sponsored by：XI'an Center of China Geological Survey
Geological Society of China

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    Mineralization Potential Analysis of Orogenic Magmatic Cu–Ni Sulfide Deposits Based on Machine Learning: A Case Study of the Beishan Region
    LI Wanying, YANG Sixian, LI Jiahui, LIU Changfeng
    2026, 59(4): 1-19. DOI: 10.12401/j.nwg.2026009
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    Classification of Gold Deposit Types Based on Machine Learning and Pyrite Trace Element Geochemistry
    NIU Jinghui, WU Minggang, TIAN Fuquan, QIU Dunfang, SONG Zichong, ZHANG Yonglin, FAN Dejiang, ZHONG Shihua
    2026, 59(4): 20-29. DOI: 10.12401/j.nwg.2026004
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    Application of Machine Learning in the Genetic Classification of Gold Deposits: An Exploratory Study Based on Pyrite Trace Element Geochemistry
    FAN Songhao, WANG Da, ZHU Guotao, YANG Biao, SU Panyun, HOU Xiuhong, LYU Hanqin, HAN Yandong, CHEN Lei
    2026, 59(4): 30-47. DOI: 10.12401/j.nwg.2025187
    Abstract PDF
    Identifying Porphyry Copper Ore-Forming Intrusions Using Biotite as An Indicator Mineral: A Machine Learning Perspective
    KONG Chuijin, YUAN Hui, LAI Zhiqing, LI Sanzhong, ZHONG Shihua
    2026, 59(4): 48-62. DOI: 10.12401/j.nwg.2025189
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    Reconstructing Protolith Compositions of the Orthoamphibole Rocks from Wutai-Hengshan Area of the North China Craton by combining Machine Learning and Geochemical Fingerprints
    ZUO Jintang, LI Qiugen, LIU Shuwen, HUANG Xiao, WANG Xiaoyu
    2026, 59(4): 63-84. DOI: 10.12401/j.nwg.2025173
    Abstract PDF
    An Integrated Machine Learning Model for Optimizing Mineral Exploration Targets and Its Application
    SUN Yu, LIU Yingran, HE Jia, FENG Jiantao, ZHENG Guangming, LUO Juan, ZHANG Qing, PENG Qiongbin
    2026, 59(4): 85-97. DOI: 10.12401/j.nwg.2025185
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    Construction and Application of the "Concept-Function" Dual-Axis Ontology in the Knowledge Graph of Mineral Deposits
    ZHANG Bo, XIANG Zhonglin, ZHENG He, WANG Lukuo, GU Xuexiang, ZHANG Yongmei
    2026, 59(4): 98-108. DOI: 10.12401/j.nwg.2025179
    Abstract PDF
    Research on Deep Tight Sandstone Parameter Prediction Based on XGBoost-MTL
    CHENG Youyou, GUO Yini, TAN Chengqian, CHENG Yuhong, ZHANG Shaohua, LIANG Liang
    2026, 59(4): 109-121. DOI: 10.12401/j.nwg.2025166
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    Optimization of Oilfield Injection-Production Methods Based on Adaptive Machine Learning and Its Application
    LAN Mengping, TANG Xu, HAO Duomin, HU Mingyuan, NIU Yunpeng, WU Qingyan
    2026, 59(4): 122-132. DOI: 10.12401/j.nwg.2026042
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    Intelligent Identification and Stability Analysis of Geological Rock Mass Structural Plane 3D Networks Based on UAV Monitoring
    WANG Yue, ZHANG Yingying, WANG Da, JIA Jian
    2026, 59(4): 133-143. DOI: 10.12401/j.nwg.2026008
    Abstract PDF
    Landslide Susceptibility Assessment with TabPFN under Limited Sample Scenarios and Its Interpretability Analysis
    LI Chen, ZHANG Zhiran, ZHANG Shaohua, PANG Zhengbo, ZHU Liangyu, ZHAO Yizhen
    2026, 59(4): 144-154. DOI: 10.12401/j.nwg.2026007
    Abstract PDF
    Research on County-Level Earthquake-Induced Landslide Susceptibility Mapping Based on Ensemble Learning Models
    CAOJIA Yihong, ZHANG Lizhou, HE Deping, BAI Degui, YUE Renbin
    2026, 59(4): 155-167. DOI: 10.12401/j.nwg.2025109
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    Research on Oil Seismic Surface Wave Inversion based on Pattern Search with Embedded Kuhn-Munkres Algorithm
    HU Tao, LI Xinxin, LIU Jun
    2026, 59(4): 168-178. DOI: 10.12401/j.nwg.2025104
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    Full Waveform Inversion Model of Initial Velocity can be Learned
    ZHAO Hongyang, WANG Chengwei, CHAI Bianfang, SHUO Liangxun
    2026, 59(4): 179-189. DOI: 10.12401/j.nwg.2025088
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    One-Dimensional Inversion of Source-Loop Transient Electromagnetics Based on Smoothed Inversion-Derived Prior Model
    LI Jie, WU Zhongxiao, ZHAO Dianchun, MA Yu, NIU Chao, HUO Chao
    2026, 59(4): 190-200. DOI: 10.12401/j.nwg.2026035
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    Brief Description of Geological-Tectonic Evolution and Metallogenesis at Kerkebet and Adjacent Areas in Eritrea
    LIU Shanggui, ZHANG Xiangfei, GOU Zhengbin, CHEN Xuanyu, JIANG Lili, CHEN Li, LIU Chenyang, YANG Fuhua, WANG Xiaoli
    2026, 59(4): 201-213. DOI: 10.12401/j.nwg.2025183
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    Identification and Its Geological Significance of Mesoarchean Monzogranite in the Jussiape Complex of the Gaviao Block, Sao Francisco Craton, Brazil
    XI Wanwan, WANG Tiangang, ZHAO Yuhao, SHEN Mangting, SUN Jiandong, XU Ming, YAO Chunyan
    2026, 59(4): 214-230. DOI: 10.12401/j.nwg.2025137
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    Analysis of Bolivia's Geology, Minerals and Mining Investment Environment
    HE Xuezhou, CHEN Xiufa, LI Yulong, ZHANG Zhenfang, ZHANG Weibo, WANG Yanggang, CHEN Xifeng, HAO Lirong
    2026, 59(4): 231-242. DOI: 10.12401/j.nwg.2025133
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    Copper Resources endowment, Exploration & Development Situation in Peru and Its Prospect
    CHEN Xiufa, HE Xuezhou, ZHANG Chao, ZHANG Zhenfang, CHEN Xifeng, LI Yulong, HAO Lirong
    2026, 59(4): 243-253. DOI: 10.12401/j.nwg.2025130
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    Genesis of Tourmaline in the Early Paleozoic Piaochi Granitic Pluton in East Qinling: Implications for the Rare Metal Mineralization
    JING Haixi, WANG Mengxi, FENG Yonggang, SUN Xiaoyun, LIANG Ting, ZHOU Yi
    2026, 59(4): 254-269. DOI: 10.12401/j.nwg.2025147
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    Early Cambrian Intra-Oceanic Subduction of the Paleo-Shangdan Ocean: New Evidences from the Oceanic Plagiogranite in the Guanzi Town Ophiolite Melange
    WU Jixiu, YUAN Yanwei, LI Guangdong, WANG Xiaosai, BI Zhiwei
    2026, 59(4): 270-284. DOI: 10.12401/j.nwg.2025041
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    Zircon U-Pb Dating, Trace Elements Characteristics and Geological Significance of Tonalite in the Huashigou Area, Northwestern Margin of Qaidam Basin
    JING Yongkang, ZHANG Long, LIU Ming, WANG Yuanwei, CHEN Kang, DENG Nan, ZHANG Yi, WU Junwei
    2026, 59(4): 285-298. DOI: 10.12401/j.nwg.2024097
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    Genetic Mechanisms of Deep Conglomerate Reservoirs in the Jiamuhe Formation of the Zhongguai Uplift, Northwestern Margin of the Junggar Basin
    CHEN Jun, WU Tao, WU Heyuan, MENG Ying, LIU Hailei, QI Jing, YAN Wenqi, WU Weitao, GUO Ruiliang, LIU Bobiao
    2026, 59(4): 299-309. DOI: 10.12401/j.nwg.2025176
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    Characteristics of Geochemical Compositions and Implications of Pyrite in the Undersea Gold Deposit off Northern Sanshandao, Shandong Province, China
    GAO Jianwei, LU Lina, SHEN Junfeng, LI Baojun
    2026, 59(4): 310-321. DOI: 10.12401/j.nwg.2025182
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    Geochemical Characteristics and Distribution of Associated Resources in Ordovician Oilfield Water of Tahe Oilfield, Tarim Basin
    REN Lidan, GENG Feng, HAN Qiang, SUN Tongcheng, SHI Jizhong, JIANG Ting, SHAO Xiaoming, LI Wei, FAN Yan, LI Zhongyu
    2026, 59(4): 322-338. DOI: 10.12401/j.nwg.2025057
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    Hydrogeochemical Characteristics and Human Health Risk Assessment of Groundwater in a Industrial and Agricultural Area of Guanzhong Plain
    QIAO Yingying, WANG Si, LUO Xiaofeng, WANG Yan, WANG Xi, ZHANG Yunhui
    2026, 59(4): 339-353. DOI: 10.12401/j.nwg.2025113
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    Regional Differences in the Water Retention Behavior of Collapsible Loess under Freeze-Thaw Cycles
    HE Mi, CHEN Xinkai
    2026, 59(4): 354-364. DOI: 10.12401/j.nwg.2026031
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    Study on Water Regulation Mechanism of Salix matsudana Koidz in Mu Us Sandy Land
    LI Can
    2026, 59(4): 365-375. DOI: 10.12401/j.nwg.2026043
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    Experimental Study on the Disintegration Inhibition of Red-Bed Mudstone Solidified by MICP
    KANG Xiaosen, LIU Xin, CHEN Tao, DU Jianzhong, HUANG Qiangbing, LYU Longlong
    2026, 59(4): 376-386. DOI: 10.12401/j.nwg.2025150
    Abstract PDF