Volume 23 Issue 5
Oct.  2017
Turn off MathJax
Article Contents


More Information
  • Received: 2017-02-04
  • Published: 2017-10-01
  • Geochemical data are typical compositional data and their closure effect exists in the rock major elements as well as in all trace elements and their arbitrary subsets. However, the closure effect is often ignored in many cases. Ten porphyry and epithermal Cu-Au deposits were recently found in Duolong mineral district, northwest Tibet, China. There are still great prospecting potential of copper resources in Duolong. The geochemical data of the stream sediment in Duolong were analyzed using Minimum Message Length-Expectation Maximization Algorithm (MML-EM) and Isometric Logratio Transformation (ILR) based on principal component analysis. It is found that all the fifteen elements data contain two log-normal populations. The high-average population of most elements reflects the multiple magmatic activities or hydrothermal processes in Duolong. The closure effect was overcome after ILR transformation and the element associations in the first principal component were interpreted to be indicators for the Cu-Au mineralization potential in Duolong. The areas with high scores of the first component are consistent with most of the found Cu-Au deposits and the alteration zones exposed at surface. Four zones with high scores are suggested for further investigation on their mineral potential.


  • loading
  • [1]
    Pawlowsky-Glahn V, Buccianti A. Compositional data analysis:theory and applications[M]. London:John Wiley & Sons, 2011, 378.
    Aitchison J. The statistical analysis of compositional data[J]. Journal of the Royal Statistical Society. Series B (Methodological), 1982, 44(2):139~177. http://d.wanfangdata.com.cn/OAPaper/oai_doaj-articles_a27e6fdcb5dca4badc4d1f28eb3d3212
    Pawlowsky-Glahn V, Egozcue J J. Spatial analysis of compositional data:a historical review[J]. Journal of Geochemical Exploration, 2016, 164:28~32. doi: 10.1016/j.gexplo.2015.12.010
    Pawlowsky-Glahn V, Egozcue, J J, Tolosana-Delgado R. Modeling and analysis of compositional data[M]. Chichester, UK:John Wiley and Sons, 2015, 272.
    Egozcue J J, Pawlowsky-Glahn V, Mateu-Figueras G, et al. Isometric logratio transformations for compositional data analysis[J]. Mathematical Geology, 2003, 35(3):279~300. doi: 10.1023/A:1023818214614
    Egozcue J J, Pawlowsky-Glahn V. Groups of parts and their balances in compositional data analysis[J]. Mathematical Geology, 2005, 37(7):795~828. doi: 10.1007/s11004-005-7381-9
    Filzmoser P, Hron K. Correlation analysis for compositional data[J]. Mathematical Geosciences, 2009, 41(8):905~919. doi: 10.1007/s11004-008-9196-y
    周蒂.地质成分数据统计分析——困难和探索[J].地球科学——中国地质大学学报, 1998, 23(2):147~152. http://d.wanfangdata.com.cn/Periodical/dqkx199802009

    ZHOU Di. Geological compositional data analysis:difficulties and solutions[J]. Earth Science——Journal of China University of Geosciences, 1998, 23(2):147~152. (in Chinese with English abstract) http://d.wanfangdata.com.cn/Periodical/dqkx199802009
    孟宪伟, 杜德文, 吴金龙.成分数据的因子分析及其在地质样品分类中的应用[J].长春科技大学学报, 2000, 30(4):367~370. http://d.wanfangdata.com.cn/Periodical/cckjdxxb200004012

    MENG Xianwei, DU Dewen, WU Jinlong. Factor analysis for compositional data and its application to the classification of geological samples[J]. Journal of Changchun University of Science and Technology, 2000, 30(4):367~370. (in Chinese with English abstract) http://d.wanfangdata.com.cn/Periodical/cckjdxxb200004012
    杜德文, 袁业立, 孟宪伟.成分数据统计分析的定和问题解决方案[J].地质论评, 2002, 46( http://d.wanfangdata.com.cn/Periodical/dzlp2000z1069

    S):364~366. DU Dewen, YUAN Yeli, MENG Xianwei. Solutions of composition translation in composition data analysis[J]. Geological Review, 2002, 46(S):364~366. (in Chinese with English abstract) http://d.wanfangdata.com.cn/Periodical/dzlp2000z1069
    曾铃. 基于成分数据分析和二次混合模型的斜长石-流体温度计/湿度计[D]. 北京: 中国地质大学(北京), 2014, 123.

    ZENG Ling. Plagioclase-liquid thermometer/hygrometer based on compositional data analysis & quadratic mixture model[D]. Beijing:China University of Geosciences (Beijing), 2014, 123. (in Chinese with English abstract)
    Zeng L, Cheng L L, Cheng Q M, et al. A refinement of Lange's plagioclase-liquid hygrometer/thermometer based on quadratic log-contrast models for experiments with mixtures[J]. Journal of Geochemical Exploration, 2014, 141:89~99. doi: 10.1016/j.gexplo.2013.12.008
    姜晓佳, 陈鑫, 郑有业, 等.拉脊山东段地区Au、Cu地球化学组合异常识别与提取[J].物探与化探, 2017, 41(3):459~467. http://d.wanfangdata.com.cn/Periodical/wtyht201703010

    JIANG Xiaojia, CHEN Xin, ZHENG Youye, et al. The recognition and extraction of Au, Cu geochemical composite anomalies:A case study of the east of Laji Mountains[J]. Geophysical and Geochemical Exploration, 2017, 41(3):459~467. (in Chinese with English abstract) http://d.wanfangdata.com.cn/Periodical/wtyht201703010
    宋扬, 唐菊兴, 曲晓明, 等.西藏班公湖-怒江成矿带研究进展及一些新认识[J].地球科学进展, 2014, 29(7):795~809. http://kns.cnki.net/KCMS/detail/detail.aspx?filename=dxjz201407006&dbname=CJFD&dbcode=CJFQ

    SONG Yang, TANG Juxing, QU Xiaoming, et al. Progress in the study of mineralization in the Bangongco-Nujiang metallogenic belt and some new recognition[J]. Advances in Earth Science, 2014, 29(7):795~809. (in Chinese with English abstract) http://kns.cnki.net/KCMS/detail/detail.aspx?filename=dxjz201407006&dbname=CJFD&dbcode=CJFQ
    Wang W L, Cheng Q M, Tang J X, et al. Fractal/multifractal analysis in support of mineral exploration in the Duolong mineral district, Tibet, China[J]. Geochemistry:Exploration, Environment, Analysis, 2017, 17(3):261~276. doi: 10.1144/geochem2016-449
    江少卿, 孙兴国, 杨铁铮, 等.藏北多龙斑岩铜金矿集区综合信息找矿模型研究[J].中国地质, 2014, 41(2):497~509. http://d.wanfangdata.com.cn/Periodical/zgdizhi201402014

    JIANG Shaoqing, SUN Xingguo, YANG Tiezheng, et al. Integrated anomaly model and metallogenic prediction of the Duolong porphyry copper-gold ore concentration area in northern Tibet[J]. Geology in China, 2014, 41(2):497~509. (in Chinese with English abstract) http://d.wanfangdata.com.cn/Periodical/zgdizhi201402014
    李玉彬, 多吉, 钟婉婷, 等.西藏改则县多不杂斑岩型铜金矿床勘查模型[J].地质与勘探, 2012, 48(2):274~287. http://d.wanfangdata.com.cn/Periodical/dzykt201202009

    LI Yunbin, DUO Ji, ZHONG Wanting, et al. An exploration model of the Duobuza porphyry Cu-Au deposit in Gaize Country, Northern Tibet[J]. Geology and Exploration, 2012, 48(2):274~287. (in Chinese with English abstract) http://d.wanfangdata.com.cn/Periodical/dzykt201202009
    杨少平, 刘华忠, 刘应汉, 等.西藏多不杂地区区域化探扫面试点测量及其外围找矿前景地球化学预测[J].物探与化探, 2017, 41(2):203~209. http://d.wanfangdata.com.cn/Periodical/wtyht201702003

    YANG Shaoping, LIU Huazhong, LIU Yinghan, et al. Regional geochemical survey and prospecting prognosis of the Duobuza region and its peripheral areas in Tibet[J]. Geophysical and Geochemical Exploration, 2017, 41(2):203~209. (in Chinese with English abstract) http://d.wanfangdata.com.cn/Periodical/wtyht201702003
    张志, 唐菊兴, 杨毅, 等.西藏尕尔穷铜金矿元素空间分布规律及地球化学勘查模型[J].地球学报, 2012, 33(4):663~672. http://d.wanfangdata.com.cn/Periodical/dqxb201204026

    ZHANG Zhi, TANG Juxing, YANG Yi, et al. Element spatial distribution of the Gaerqiong copper-gold deposit in Tibet and its geochemical exploration model[J]. Acta Geoscientica Sinica, 2012, 33(4):663~672. (in Chinese with English abstract) http://d.wanfangdata.com.cn/Periodical/dqxb201204026
    Buccianti A, Grunsky E. Compositional data analysis in geochemistry:are we sure to see what really occurs during natural processes?[J]. Journal of Geochemical Exploration, 2014, 141:1~5. doi: 10.1016/j.gexplo.2014.03.022
    方向, 唐菊兴, 李彦波, 等.西藏多龙矿集区拿若铜(金)矿床成矿元素空间分布规律及地球化学勘查模型[J].中国地质, 2014, 41(3):936~950. http://d.wanfangdata.com.cn/Periodical/zgdizhi201403019

    FANG Xiang, TANG Juxing, LI Yanbo, et al. Metallogenic element spatial distribution of the Naruo copper (gold) deposit in the Duolong ore concentration area of Tibet and its geochemical exploration model[J]. Geology in China, 2014, 41(3):936~950. (in Chinese with English abstract) http://d.wanfangdata.com.cn/Periodical/zgdizhi201403019
    苏和, 张善明, 柳长峰, 等.半荒漠戈壁地区土壤地球化学找矿研究——以阿拉善右旗塔布格地区为例[J].地质力学学报, 2017, 23(3):487~497. http://journal.geomech.ac.cn/ch/reader/view_abstract.aspx?file_no=20170316&flag=1

    Su He, Zhang Shanming, Liu Changfeng, et al. A study on ore prospecting with pedogeochemistry in semi-desert and gobi area-taking Tabuge area in alixa right banner of inner Mongolia as a case[J]. Journal of Geomechanics, 201723(3):487~497. (in Chinese with English abstract) http://journal.geomech.ac.cn/ch/reader/view_abstract.aspx?file_no=20170316&flag=1
    吴俊, 卜建军, 谢国刚, 等.区域化探数据在华南强烈风化区地质填图中的应用[J].地质力学学报, 2016, 22(4):955~966. http://journal.geomech.ac.cn/ch/reader/view_abstract.aspx?file_no=20160413&flag=1

    Wu Jun, Bu Jianjun, Xie Guogang, et al. Application of regional geochemical data in geological mapping in strongly weathered area in southern China[J]. Journal of Geomechanics, 2016, 22(4):955~966. (in Chinese with English abstract) http://journal.geomech.ac.cn/ch/reader/view_abstract.aspx?file_no=20160413&flag=1
    陈华安, 祝向平, 马东方, 等.西藏波龙斑岩铜金矿床成矿斑岩年代学、岩石化学特征及其成矿意义[J].地质学报, 2013, 87(10):1593~1611. http://d.wanfangdata.com.cn/Periodical/dizhixb201310009

    CHEN Hua'an, ZHU Xiangping, MA Dongfang, et al. Geochronology and geochemistry of the Bolong porphyry Cu-Au deposit, Tibet and its mineralizing significance[J]. Acta Geologica Sinica, 2013, 87(10):1593~1611. (in Chinese with English abstract) http://d.wanfangdata.com.cn/Periodical/dizhixb201310009
    丁帅, 唐菊兴, 郑文宝, 等.西藏拿若斑岩型铜(金)矿含矿岩体年代学、地球化学及地质意义[J].地球科学——中国地质大学学报, 2017, 42(1):1~23. http://d.wanfangdata.com.cn/Periodical/dqkx201701001

    DING Shuai, TANG Juxing, ZHENG Wenbao, et al. Geochronology and geochemistry of Naruo porphyry Cu (Au) deposit in Duolong ore-concentrated area, Tibet, and their geological significance[J]. Earth Science——Journal of China University of Geosciences, 2017, 42(1):1~23. (in Chinese with English abstract) http://d.wanfangdata.com.cn/Periodical/dqkx201701001
    李金祥, 李光明, 秦克章, 等.班公湖带多不杂富金斑岩铜矿床斑岩-火山岩的地球化学特征与时代:对成矿构造背景的制约[J].岩石学报, 2008, 24(3):531~543.

    LI Jinxiang, LI Guangming, QIN Kezhang et al. Geochemistry of porphyries and volcanic rocks and ore-forming geochronology of Duobuza gold-rich porphyry copper deposit in Bangonghu belt, Tibet:Constraints on metailogenic tectonic settings[J]. Acta Petrologica Sinica, 2008, 24(3):531~543. (in Chinese with English abstract)
    Li J X, Qin K Z, Li, G M, et al. Magmatic-hydrothermal evolution of the Cretaceous Duolong gold-rich porphyry copper deposit in the Bangongco metallogenic belt, Tibet:Evidence from U-Pb and 40Ar/39Ar geochronology[J]. Journal of Asian Earth Sciences, 2011, 41(6):525~536. doi: 10.1016/j.jseaes.2011.03.008
    Li J X, Qin K Z, Li, G M, et al. Petrogenesis of ore-bearing porphyries from the Duolong porphyry Cu-Au deposit, central Tibet:evidence from U-Pb geochronology, petrochemistry and Sr-Nd-Hf-O isotope characteristics[J]. Lithos, 2013, 160~161:216~227. http://www.irgrid.ac.cn/password-login
    李兴奎, 李才, 孙振明, 等.西藏赛角铜金矿闪长岩LA-ICP-MS锆石U-Pb年龄、Hf同位素和地球化学特征及成矿意义[J].地质通报, 2015, 34(5):908~918. http://d.wanfangdata.com.cn/Periodical/zgqydz201505011

    LI Xingkui, LI Cai, SUN Zhenming, et al. Zircon U-Pb geochronology, Hf isotope, and whole-rock geochemistry of diorite in the Saijiao Cu-Au deposit, Tibet, and its ore-forming significance[J]. Geological Bulletin of China, 2015, 34(5):908~918. (in Chinese with English abstract) http://d.wanfangdata.com.cn/Periodical/zgqydz201505011
    祝向平, 陈华安, 刘鸿飞, 等.西藏多不杂斑岩铜矿斑岩锆石U-Pb年龄、岩石地球化学特征及其成矿意义[J].地质学报, 2015, 89(3):534~548. http://d.wanfangdata.com.cn/Periodical/dizhixb201503007

    ZHU Xiangping, CHEN Huaan, LIU Hongfei, et al. Zircon U-Pb ages, geochemistry of the porphyries from the Duobuza porphyry Cu-Au deposit, Tibet and their metallogenic significance[J]. Acta Geologica Sinica, 2015, 89(3):534~548. (in Chinese with English abstract) http://d.wanfangdata.com.cn/Periodical/dizhixb201503007
    Xu W, Li C, Wang M, et al. Subduction of a spreading ridge within the Bangong Co-Nujiang Tethys Ocean:Evidence from early cretaceous mafic dykes in the Duolong porphyry Cu-Au deposit, western Tibet[J]. Gondwana Research, 2017, 41:128~141. doi: 10.1016/j.gr.2015.09.010
    李光明, 李金祥, 秦克章, 等.西藏班公湖带多不杂超大型富金斑岩铜矿的高温高盐高氧化成矿流体:流体包裹体证据[J].岩石学报, 2007, 23(5):935~952. http://kns.cnki.net/KCMS/detail/detail.aspx?filename=ysxb200705009&dbname=CJFD&dbcode=CJFQ

    LI Guangming, LI Jinxiang, QIN Kezhang, et al. High temperature, salinity and strong oxidation ore-forming fluid at Duobuza gold-rich porphyry copper deposit in the Bangonghu tectonic belt, Tibet:Evidence from fluid inclusions[J]. Acta Petrologica Sinica, 2007, 23(5):935~952. (in Chinese with English abstract) http://kns.cnki.net/KCMS/detail/detail.aspx?filename=ysxb200705009&dbname=CJFD&dbcode=CJFQ
    唐菊兴, 孙兴国, 丁帅, 等.西藏多龙矿集区发现浅成低温热液型铜(金银)矿床[J].地球学报, 2014, 35(1):6~10. doi: 10.3975/cagsb.2014.01.02

    TANG Juxing, SUN Xingguo, DING Shuai, et al. Discovery of the epithermal deposit of Cu (Au-Ag) in the Duolong ore concentrating area, Tibet[J]. Acta Geoscientica Sinica, 2014, 35(1):6~10. (in Chinese with English abstract) doi: 10.3975/cagsb.2014.01.02
    李富, 王永华, 焦彦杰, 等.多龙矿集区物探异常特征及找矿方向[J].地球物理学进展, 2016, 31(1):217~224. doi: 10.6038/pg20160125

    LI Fu, WANG Yonghua, JIAO Yanjie, et al. Geophysical anomaly characteristics and prospecting direction of Duolong mining area[J]. Progress in Geophysics, 2016, 31(1):217~224. (in Chinese with English abstract) doi: 10.6038/pg20160125
    佘宏全, 李进文, 马东方, 等.西藏多不杂斑岩铜矿床辉钼矿Re-Os和锆石U-Pb SHRIMP测年及地质意义[J].矿床地质, 2009, 28(6):737~746. http://d.wanfangdata.com.cn/Periodical/kcdz200906003

    SHE Hongquan, LI Jinwen, MA Dongfang, et al. Molybdenite Re-Os and SHRIMP zircon U-Pb dating of Duobuza porphyry copper deposit in Tibet and its geological implications[J]. Mineral Deposits, 2009, 28(6):737~746. (in Chinese with English abstract) http://d.wanfangdata.com.cn/Periodical/kcdz200906003
    祝向平, 陈华安, 马东方, 等.西藏波龙斑岩铜金矿床的Re-Os同位素年龄及其地质意义[J].岩石学报, 2011, 27(7):2159~2164. http://d.wanfangdata.com.cn/Periodical/ysxb98201107023

    ZHU Xiangping, CHEN Hua'an, MA Dongfang, et al. Re-Os dating for the molybdenite from Bolong porphyry copper-gold deposit in Tibet, China and its geological significance[J]. Acta Petrologica Sinica, 2011, 27(7):2159~2164. (in Chinese with English abstract) http://d.wanfangdata.com.cn/Periodical/ysxb98201107023
    祝向平, 陈华安, 马东方, 等.西藏多不杂斑岩铜金矿钾长石40Ar/39Ar年龄及其地质意义[J].现代地质, 2012, 26(4):656~662. http://kns.cnki.net/KCMS/detail/detail.aspx?filename=xddz201204004&dbname=CJFD&dbcode=CJFQ

    ZHU Xiangping, CHEN Hua'an, MA Dongfang, et al. 40Ar/39Ar dating for K-feldspar from Duobuza porphyry copper-gold deposit in Tibet, China and its geological significance[J]. Geoscience, 2012, 26(4):656~662. (in Chinese with English abstract) http://kns.cnki.net/KCMS/detail/detail.aspx?filename=xddz201204004&dbname=CJFD&dbcode=CJFQ
    祝向平, 陈华安, 马东方, 等.西藏波龙斑岩铜金矿床钾长石和绢云母40Ar/39Ar年龄及其地质意义[J].矿床地质, 2013, 32(5):954~962. http://kns.cnki.net/KCMS/detail/detail.aspx?filename=kcdz201305007&dbname=CJFD&dbcode=CJFQ

    ZHU Xiangping, CHEN Hua'an, MA Dongfang, et al. 40Ar/39Ar dating of hydrothermal K-feldspar and hydrothermal sericite from Bolong porphyry Cu-Au deposit in Tibet[J]. Mineral Deposits, 2013, 32(5):954~962. (in Chinese with English abstract) http://kns.cnki.net/KCMS/detail/detail.aspx?filename=kcdz201305007&dbname=CJFD&dbcode=CJFQ
    杨毅, 张志, 唐菊兴, 等.西藏多龙矿集区波龙斑岩铜矿床蚀变与脉体系统[J].中国地质, 2015, 42(3):759~776. http://d.wanfangdata.com.cn/Periodical/zgdizhi201503026

    YANG Yi, ZHANG Zhi, TANG Juxing, et al. Mineralization, alteration and vein systems of the Bolong porphyry copper deposit in the Duolong ore concentration area, Tibet[J]. Geology in China, 2015, 42(3):759~776. (in Chinese with English abstract) http://d.wanfangdata.com.cn/Periodical/zgdizhi201503026
    张志, 陈毓川, 唐菊兴, 等.西藏多不杂富金斑岩铜矿床蚀变与脉体系统[J].矿床地质, 2014, 33(6):1268~1286. http://d.wanfangdata.com.cn/Periodical/kcdz201406008

    ZHANG Zhi, CHEN Yuchuan, TANG Juxing, et al. Alteration and vein systems of Duobuza gold-rich porphyry copper deposit, Tibet[J]. Mineral Deposits, 2014, 33(6):1268~1286. (in Chinese with English abstract) http://d.wanfangdata.com.cn/Periodical/kcdz201406008
    杨超, 唐菊兴, 王艺云, 等.西藏铁格隆南浅成低温热液型-斑岩型Cu-Au矿床流体及地质特征研究[J].矿床地质, 2014, 33(6):1287~1305. http://d.wanfangdata.com.cn/Periodical/kcdz201406009

    YANG Chao, TANG Juxing, WANG Yiyun, et al. Fluid and geological characteristics researches of southern Tiegelong epithemal porphyry Cu-Au deposit in Tibet[J]. Mineral Deposits, 2014, 33(6):1287~1305. (in Chinese with English abstract) http://d.wanfangdata.com.cn/Periodical/kcdz201406009
    Aitchison J. The statistical analysis of compositional data[M]. London:Chapman and Hall, 1986, 416.
    Wang W L, Zhao J, Cheng Q M. Mapping of Fe mineralization-associated geochemical signatures using logratio transformed stream sediment geochemical data in eastern Tianshan, China[J]. Journal of Geochemical Exploration, 2014, 141:6~14. doi: 10.1016/j.gexplo.2013.11.008
    Filzmoser P, Hron K, Reimann C. Principal component analysis for compositional data with outliers[J]. Environmetrics, 2009, 20(6):621~632. doi: 10.1002/env.v20:6
    赵鹏大, 胡旺亮, 李紫金.矿床统计预测[M].北京:地质出版社, 1994, 314.

    ZHAO Pengda, HU Wangliang, LI Zijin. Statistical prediction of mineral deposits[M]. Beijing:Geological Publishing House, 1994, 314. (in Chinese)
    刘向冲, 侯翠霞, 申维, 等. MML-EM方法及其在化探数据混合分布中的应用[J].地球科学——中国地质大学学报, 2011, 36(2):355~359. http://d.wanfangdata.com.cn/Periodical/dqkx201102020

    LIU Xiangchong, HOU Cuixia, SHEN Wei, et al. MML-EM algorithm and its application on mixed distributions of geochemical data[J]. Earth Science——Journal of China University of GeoscieNCES, 2011, 36(2):355~359. (in Chinese with English abstract) http://d.wanfangdata.com.cn/Periodical/dqkx201102020
    Figueiredo M A T, Jain A K. Unsupervised learning of finite mixture models[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2002, 24(3):381~396. doi: 10.1109/34.990138
    Oze C, Fendorf S, Bird D K, et al. Chromium geochemistry of serpentine soils[J]. International Geology Review, 2004, 46(2):97~126. doi: 10.2747/0020-6814.46.2.97
    许伟, 胡培远, 王明, 等.西藏改则县多龙矿集区发现岩墙岭蛇绿岩残片[J].地质通报, 2016, 35(5):642~647. http://d.wanfangdata.com.cn/Periodical/zgqydz201605002

    XU Wei, HU Peiyuan, WANG Ming, et al. Yanqiang Ling ophiolitic remnants has been discovered in Duolong ore concentration area, Gêrzê County, Tibet[J]. Geological Bulletin of China, 2016, 35(5):642~647. (in Chinese with English abstract) http://d.wanfangdata.com.cn/Periodical/zgqydz201605002
    Filzmoser P, Hron K, Reimann C. The bivariate statistical analysis of environmental (compositional) data[J]. Science of the Total Environment, 2010, 408(19):4230~4238. doi: 10.1016/j.scitotenv.2010.05.011
    林鑫, 周军, 张兵.基于主成分分析的化探异常圈定新方法——以新疆西准噶尔地区1:50000岩屑数据为例[J].地质找矿论丛, 2012, 27(4):516~521. http://kns.cnki.net/KCMS/detail/detail.aspx?filename=dzzk201204018&dbname=CJFD&dbcode=CJFQ

    LIN Xin, ZHOU Jun, ZHANG Bing. A new principal component analysis-based method for lineation of geochemical anomalies:a case study of detritus data (1/50000) of western Junggar, Xinjiang[J]. Contributions to Geology and Mineral Resources Research, 2012, 27(4):516~521. (in Chinese with English abstract) http://kns.cnki.net/KCMS/detail/detail.aspx?filename=dzzk201204018&dbname=CJFD&dbcode=CJFQ
    杨自安, 徐国端, 邹林, 等.化探与遥感信息在青海两兰地区找矿预测中的应用[J].地质与勘探, 2003, 39(6):42~45. http://d.wanfangdata.com.cn/Periodical/dzykt200306013

    YANG Zi'an, XU Guorui, ZOU Lin, et al. The application of geochemical exploration and remote sensing information to ore-prospecting prognosis in the Dulan-Wulan area, Qinghai province[J]. Geology and Prospecting, 2003, 39(6):42~45. (in Chinese with English abstract) http://d.wanfangdata.com.cn/Periodical/dzykt200306013
    蒋立军, 邢立新, 梁一鸿, 等.融合化探信息的遥感异常提取[J].吉林大学学报(地球科学版), 2011, 41(3):932~936. http://d.wanfangdata.com.cn/Periodical/cckjdxxb201103046

    JIANG Lijun, XING Lixin, LIANG Yihong, et al. Anomalies information extraction from geochemical data and remote sensing fusion[J]. Journal of Jilin University (Earth Science Edition), 2011, 41(3):932~936. (in Chinese with English abstract) http://d.wanfangdata.com.cn/Periodical/cckjdxxb201103046
    曾敏, 彭红霞, 刘凤梅.地球化学元素分布特征分析在找矿中的应用-以江西省遂川县金坑金矿为例[J].有色金属, 2011, 63(2):225~229. http://kns.cnki.net/KCMS/detail/detail.aspx?filename=yous201102052&dbname=CJFD&dbcode=CJFQ

    ZENG Min, PENG Hongxia, LIU Fengmei. Application of geochemical elements distribution characteristics in prospecting-a case for Jinkeng gold mine in Suichuan, Jiangxi[J]. Nonferrous Metals, 2011, 63(2):225~229. (in Chinese with English abstract) http://kns.cnki.net/KCMS/detail/detail.aspx?filename=yous201102052&dbname=CJFD&dbcode=CJFQ
    郭娜, 郭科, 胡敬仁, 等.多元信息分析技术在西藏林周地区找矿中的应用[J].成都理工大学学报(自然科学版), 2011, 38(4):463~470. http://d.wanfangdata.com.cn/Periodical/cdlgxyxb201104014

    GUO Na, GUO Ke, HU Jingren, et al. Technology of multielement information analysis used for seeking ore deposits in Linzhou area of Tibet, China[J]. Journal of Chengdu University of Technology (Science & Technology Edition), 2011, 38(4):463~470. (in Chinese with English abstract) http://d.wanfangdata.com.cn/Periodical/cdlgxyxb201104014
    肖凡, 陈建国, 侯卫生, 等.钦-杭结合带南段庞西垌地区Ag-Au致矿地球化学异常信息识别与提取[J].岩石学报, 2017, 33(3):779~790. http://d.wanfangdata.com.cn/Periodical/ysxb98201703009

    XIAO Fan, CHEN Jianguo, HOU Weisheng, et al. Identification and extraction of Ag-Au mineralization associated geochemical anomaly in Pangxitong district, southern part of the Qinzhou-Hangzhou Metallogenic Belt, China[J]. Acta Petrologica Sinica, 2017, 33(3):779~790. (in Chinese with English abstract) http://d.wanfangdata.com.cn/Periodical/ysxb98201703009
    White W M. Geochemistry[M]. New York:John Wiley & Sons Inc, 2013, 261.
    韦少港, 宋扬, 唐菊兴, 等.西藏色那铜(金)矿床石英闪长玢岩年代学、地球化学与岩石成因[J].中国地质, 2016, 43(6):1894~1912. http://d.wanfangdata.com.cn/Periodical/zgdizhi201606005

    WEI Shaogang, SONG Yang, TANG Juxing, et al. Geochronology, geochemistry and petrogenesis of quartz diorite porphyrite from the Sena copper (gold) deposit, Tibet[J]. Geology in China, 2016, 43(6):1894~1912. (in Chinese with English abstract) http://d.wanfangdata.com.cn/Periodical/zgdizhi201606005
  • 加载中


    Figures(7)  / Tables(1)

    Article Metrics

    Article views (287) PDF downloads(20) Cited by()
    Proportional views


    DownLoad:  Full-Size Img  PowerPoint