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中国科学院广州地球化学研究所机构知识库
Knowledge Management System Of Guangzhou Institute of Geochemistry,CAS
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Primary Controlling Factors of Apatite Trace Element Composition and Implications for Exploration in Orogenic Gold Deposits
期刊论文
GEOCHEMISTRY GEOPHYSICS GEOSYSTEMS, 2024, 卷号: 25, 期号: 7, 页码: 20
Authors:
Cao, Genshen
;
Chen, Huayong
;
Zhang, Yu
;
Sun, Weipin
;
Zhao, Junfeng
;
Zhao, Hongtao
;
Wang, Hao
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Submit date:2024/09/13
orogenic gold deposits
apatite
trace element
machine learning
Ozone and its precursors at an urban site in the Yangtze River Delta since clean air action plan phase II in China
期刊论文
ENVIRONMENTAL POLLUTION, 2024, 卷号: 347, 页码: 9
Authors:
Fang, Hua
;
Wang, Wenjing
;
Wang, Ran
;
Xu, Hongling
;
Zhang, Ying
;
Wu, Ting
;
Zhou, Ruicheng
;
Zhang, Jianxi
;
Ruan, Zhirong
;
Li, Feng
;
Wang, Xinming
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View/Download:2/0
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Submit date:2024/09/12
Ozone pollution
Meteorological influence
Machine learning
Volatile organic compounds
Nitrogen oxides
Clean air action plan phase II
Identifying serpentine minerals by their chemical compositions with machine learning
期刊论文
AMERICAN MINERALOGIST, 2024, 卷号: 109, 期号: 2, 页码: 315-324
Authors:
Ji, Shichao
;
Huang, Fang
;
Wang, Shaoze
;
Gupta, Priyantan
;
Seyfried, William
;
Zhang, Hejia
;
Chu, Xu
;
Cao, Wentao
;
Zhangzhou, J.
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Submit date:2024/09/12
Serpentine
machine learning
XGBoost, classifications
k-means
clustering
Predicting sulfide precipitation in magma oceans on Earth, Mars and the Moon using machine learning
期刊论文
GEOCHIMICA ET COSMOCHIMICA ACTA, 2024, 卷号: 366, 页码: 237-249
Authors:
Zhangzhou, J.
;
Li, Yuan
;
Chowdhury, Proteek
;
Sen, Sayan
;
Ghosh, Urmi
;
Xu, Zheng
;
Liu, Jingao
;
Wang, Zaicong
;
Day, James M. D.
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Submit date:2024/09/12
SCSS
Machine learning
Sulfide
Magma ocean
Identifying Candidate Persistent, Mobile, and Toxic (PMT) and Very Persistent and Very Mobile (vPvM) Substances in Shale Gas Drilling Fluids by Combining Nontarget Analysis and Machine Learning Model
期刊论文
ENVIRONMENTAL SCIENCE & TECHNOLOGY LETTERS, 2024, 卷号: 11, 期号: 2, 页码: 114-121
Authors:
Wang, Ziwei
;
Han, Min
;
Jin, Biao
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View/Download:2/0
  |  
Submit date:2024/09/12
drilling fluids
organic pollutants
groundwater
machine learning
causal inference
Nitrogen-Containing Functional Groups Dominate the Molecular Absorption of Water-Soluble Humic-Like Substances in Air From Nanjing, China Revealed by the Machine Learning Combined FT-ICR-MS Technique
期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2023, 卷号: 128, 期号: 24, 页码: 12
Authors:
Hong, Yihang
;
Zhang, Yan-Lin
;
Bao, Mengying
;
Fan, Mei-Yi
;
Lin, Yu-Chi
;
Xu, Rongshuang
;
Shu, Zhiyang
;
Wu, Ji-Yan
;
Cao, Fang
;
Jiang, Hongxing
;
Cheng, Zhineng
;
Li, Jun
;
Zhang, Gan
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View/Download:1/0
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Submit date:2024/09/10
machine learning
few-shot learning
humic-like substances
light absorption coefficient
FT-ICR-MS
functional groups
Identification and verification of PCDD/Fs indicators from four typical large-scale municipal solid waste incinerations with large sample size in China
期刊论文
WASTE MANAGEMENT, 2023, 卷号: 172, 页码: 101-107
Authors:
Liu, Lijun
;
Chen, Xichao
;
Yin, Wenhua
;
Wu, Hao
;
Huang, Junbin
;
Yang, Yanyan
;
Gao, Zhiqiang
;
Huang, Jinqiong
;
Fu, Jianping
;
Han, Jinglei
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View/Download:1/0
  |  
Submit date:2024/09/14
MSWI
Emissions
Indicator
Traditional statistical method
Machine learning method
Developing machine learning approaches to identify candidate persistent, mobile and toxic (PMT) and very persistent and very mobile (vPvM) substances based on molecular structure
期刊论文
WATER RESEARCH, 2023, 卷号: 244, 页码: 12
Authors:
Han, Min
;
Jin, Biao
;
Liang, Jun
;
Huang, Chen
;
Arp, Hans Peter H.
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View/Download:15/0
  |  
Submit date:2024/08/23
Pollutants
Water quality
Machine learning
Chemicals
Big data mining on trace element geochemistry of sphalerite
期刊论文
JOURNAL OF GEOCHEMICAL EXPLORATION, 2023, 卷号: 252, 页码: 17
Authors:
Zhao, Hongtao
;
Shao, Yongjun
;
Zhang, Yu
;
Cao, Genshen
;
Zhao, Lianjie
;
Zheng, Xiyue
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View/Download:9/0
  |  
Submit date:2024/08/22
Big data
Sphalerite
Trace element
Machine learning
Multivariate statistical analysis
Trace element variations of pyrite in orogenic gold deposits: Constraints from big data and machine learning
期刊论文
ORE GEOLOGY REVIEWS, 2023, 卷号: 157, 页码: 13
Authors:
Cao, Genshen
;
Zhang, Yu
;
Zhao, Hongtao
;
Cheng, Jiamin
;
Hao, Jiayao
;
Lei, Jinze
;
Song, Shuling
;
Wang, Xu
Favorite
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View/Download:4/0
  |  
Submit date:2024/08/22
Orogenic gold deposits
Pyrite
Trace element
Machine learning