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Geochemistry: Exploration, Environment, Analysis

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Application of classical statistics and multifractals to delineate Au mineralization-related geochemical anomalies from stream sediment data: a case study in Xinghai-Zeku, Qinghai, China

Xin Chen, Youye Zheng, Rongke Xu, Huimin Wang, Xiaojia Jiang, Hongze Yan, Pengjie Cai and Xianzheng Guo
Geochemistry: Exploration, Environment, Analysis, 16, 253-264, 26 September 2016, https://doi.org/10.1144/geochem2016-424
Xin Chen
1Faculty of Earth Resources, China University of Geosciences, Wuhan, 430074, China
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Youye Zheng
1Faculty of Earth Resources, China University of Geosciences, Wuhan, 430074, China
2Institute of Geological Survey, China University of Geosciences, Wuhan, 430074, China
3State Key Laboratory of Geological Processes and Mineral Resources, China University of Geosciences, Beijing, 100083, China
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  • For correspondence: [email protected]
Rongke Xu
2Institute of Geological Survey, China University of Geosciences, Wuhan, 430074, China
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Huimin Wang
1Faculty of Earth Resources, China University of Geosciences, Wuhan, 430074, China
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Xiaojia Jiang
1Faculty of Earth Resources, China University of Geosciences, Wuhan, 430074, China
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Hongze Yan
4College of Earth Sciences and Mineral Resources, China University of Geosciences, Beijing 100083, China
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Pengjie Cai
2Institute of Geological Survey, China University of Geosciences, Wuhan, 430074, China
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Xianzheng Guo
2Institute of Geological Survey, China University of Geosciences, Wuhan, 430074, China
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Abstract

The Xinghai-Zeku area of western China is one of the most important Au polymetallic metallogenic belts in Qinghai Province, China. To guide the mineral exploration in this area, log and isometric log-ratio (ilr) transformations of stream sediment data are evaluated using principal component analysis (PCA) combined with geological data to study the relationship among different elements. In addition, Mean + 2 standard deviations (Mean + 2STD), Median + 2 median absolute deviations (Median + 2MAD), and concentration-area (C-A) models are applied to identify pathfinder threshold values and geochemical patterns are decomposed using a spectrum-area (S-A) model. The results show that: (1) PCA for the ilr-transformed data can accurately describe three different geochemical assemblages, Au-As-Sb, that represent Au-As-Sb mineralization in fracture zones; (2) anomalies of Au + As + Sb are more suitable for targeting Au-As deposits than those of the single element Au; (3) the C-A model is useful for indentifying geochemical anomalies associated with mineralization because results obtained by the C–A fractal model and the geological characteristics are well correlated; (4) background and anomaly maps for Au + As + Sb from the S-A model in conjunction with the Mean + 2STD successfully identify weaker anomalies by reducing anomalous areas; and (5) using Au + As + Sb anomalies identified by C-A in conjunction with the S-A model and Mean + 2STD method are effective in exploration for Au deposits in the area.

  • pca
  • classical statistics
  • c-a model
  • spectrum-area (s-a) model
  • geochemical exploration
  • © 2016 The Author(s)
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Geochemistry: Exploration, Environment, Analysis: 16 (3-4)
Geochemistry: Exploration, Environment, Analysis
Volume 16, Issue 3-4
November 2016
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Application of classical statistics and multifractals to delineate Au mineralization-related geochemical anomalies from stream sediment data: a case study in Xinghai-Zeku, Qinghai, China

Xin Chen, Youye Zheng, Rongke Xu, Huimin Wang, Xiaojia Jiang, Hongze Yan, Pengjie Cai and Xianzheng Guo
Geochemistry: Exploration, Environment, Analysis, 16, 253-264, 26 September 2016, https://doi.org/10.1144/geochem2016-424
Xin Chen
1Faculty of Earth Resources, China University of Geosciences, Wuhan, 430074, China
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Youye Zheng
1Faculty of Earth Resources, China University of Geosciences, Wuhan, 430074, China
2Institute of Geological Survey, China University of Geosciences, Wuhan, 430074, China
3State Key Laboratory of Geological Processes and Mineral Resources, China University of Geosciences, Beijing, 100083, China
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • For correspondence: [email protected]
Rongke Xu
2Institute of Geological Survey, China University of Geosciences, Wuhan, 430074, China
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Huimin Wang
1Faculty of Earth Resources, China University of Geosciences, Wuhan, 430074, China
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  • Find this author on PubMed
  • Search for this author on this site
Xiaojia Jiang
1Faculty of Earth Resources, China University of Geosciences, Wuhan, 430074, China
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Hongze Yan
4College of Earth Sciences and Mineral Resources, China University of Geosciences, Beijing 100083, China
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Pengjie Cai
2Institute of Geological Survey, China University of Geosciences, Wuhan, 430074, China
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Xianzheng Guo
2Institute of Geological Survey, China University of Geosciences, Wuhan, 430074, China
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Application of classical statistics and multifractals to delineate Au mineralization-related geochemical anomalies from stream sediment data: a case study in Xinghai-Zeku, Qinghai, China

Xin Chen, Youye Zheng, Rongke Xu, Huimin Wang, Xiaojia Jiang, Hongze Yan, Pengjie Cai and Xianzheng Guo
Geochemistry: Exploration, Environment, Analysis, 16, 253-264, 26 September 2016, https://doi.org/10.1144/geochem2016-424
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  • Article
    • Abstract
    • Statistical Methods Used to Evaluate Geochemical Data
    • Regional Geology
    • Au Mineralization in the Xinghai-Zeku District
    • Sampling and Analysis
    • Methods
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