从Cripple Creek Au–Te矿床的大块岩石地球化学数据中识别金的探路者元素:一种统计方法

IF 1 4区 地球科学 Q3 GEOCHEMISTRY & GEOPHYSICS
Irene M. Kadel-Harder, P. Spry, Audrey L. McCombs, Haozhe Zhang
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引用次数: 6

摘要

科罗拉多州Cripple Creek碱性火成岩相关的低硫化浅成热液碲化金矿床位于10 km宽的渐新世碱性火山Cripple Creek,位于元古代岩石中。金以原生金、碲化Au、砷黄铁矿结构、钾蚀变的高级矿脉以及寄主岩石中的浸染形式存在。采用相关系数、主成分分析、层次聚类分析和随机森林法分析了995个岩石样本的主元素和微量元素组成,这些样本主要来自Cripple Creek地区西北部三个目前正在运营的矿坑(Wild Horse Extension、Globe Hill和Schist Island)的钻孔岩芯中的低品位金矿化。这些方法表明,Ag、As、Bi、Te和W是低品位浸染型矿石中金矿化的最佳探路者。尽管Mo在其他研究中与金相关,并且在空间上与金矿床相关,但辉钼矿的形成年代较晚,可能与晚期斑岩叠加有关。这些元素与矿物学研究相结合,表明碲化物、萤石、石英、碳酸盐、罗斯科陨石、tennantite四面体、黄铁矿、闪锌矿、白云母、独居石、巴斯特矿和辉长岩是矿石的勘探指南。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Identifying pathfinder elements for gold in bulk-rock geochemical data from the Cripple Creek Au–Te deposit: a statistical approach
The Cripple Creek alkaline igneous rock-related, low-sulfidation epithermal gold telluride deposit, Colorado, is hosted in the 10 km wide Oligocene alkaline volcanic Cripple Creek diatreme in Proterozoic rocks. Gold occurs as native gold, Au-tellurides, and in the structure of arsenian pyrite, in potassically altered high-grade veins, and as disseminations in the host rocks. Correlation coefficients, principal component analysis, hierarchical cluster analysis and random forests were used to analyse major and trace element compositions of 995 rock samples primarily from low-grade gold mineralization in drill core from three currently operating pits (Wild Horse Extension, Globe Hill and Schist Island) in the northwestern part of the Cripple Creek diatreme. These methods suggest that Ag, As, Bi, Te and W are the best pathfinders to gold mineralization in low-grade disseminated ore. Although Mo correlates with gold in other studies and is spatially related to gold veins, molybdenite post-dated the formation of gold and is likely related to a late-stage porphyry overprint. These elements, in conjunction with mineralogical studies, indicate that tellurides, fluorite, quartz, carbonates, roscoelite, tennantite-tetrahedrite, pyrite, sphalerite, muscovite, monazite, bastnäsite and hübnerite serve as exploration guides to ore.
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来源期刊
Geochemistry-Exploration Environment Analysis
Geochemistry-Exploration Environment Analysis 地学-地球化学与地球物理
CiteScore
3.60
自引率
16.70%
发文量
30
审稿时长
1 months
期刊介绍: Geochemistry: Exploration, Environment, Analysis (GEEA) is a co-owned journal of the Geological Society of London and the Association of Applied Geochemists (AAG). GEEA focuses on mineral exploration using geochemistry; related fields also covered include geoanalysis, the development of methods and techniques used to analyse geochemical materials such as rocks, soils, sediments, waters and vegetation, and environmental issues associated with mining and source apportionment. GEEA is well-known for its thematic sets on hot topics and regularly publishes papers from the biennial International Applied Geochemistry Symposium (IAGS). Papers that seek to integrate geological, geochemical and geophysical methods of exploration are particularly welcome, as are those that concern geochemical mapping and those that comprise case histories. Given the many links between exploration and environmental geochemistry, the journal encourages the exchange of concepts and data; in particular, to differentiate various sources of elements. GEEA publishes research articles; discussion papers; book reviews; editorial content and thematic sets.
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