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首页> 外文期刊>Arabian journal of geosciences >Cluster and R-mode factor analyses on soil geochemical data of Masjed-Daghi exploration area, northwestern Iran
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Cluster and R-mode factor analyses on soil geochemical data of Masjed-Daghi exploration area, northwestern Iran

机译:伊朗西北部Masjed-Daghi勘探区土壤地球化学数据的聚类和R模式因子分析

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Masjed-Daghi is located in Julfa sheet (1:100,000 series) in the northwest of Iran. The area consists of a very likely gold mineralization bearing epithermal mineralization which appears to be associated with a porphyry Cu-Mo system at deeper levels. Ninety-three soil samples were collected and analyzed for 13 elements (Au, Mo, Cu, Pb, Sn, Ag, Zn, Cr, Mn, Ba, Be, Ni, Co) by using emission spectrometry and atomic absorption spectrophotometry. The data were processed and interpreted using univariate and multivariate statistical analyses. The distribution of the majority of variables is slightly to moderately positively skewed which can be interpreted by log-normal model. Only Ni, Be, and Mn show normal distribution. Based on cluster analysis, the variables can be classified into two main groups. The first group consists of the main ore forming elements such as Au, Ag, and Ba which belong to epithermal system and Mo, Sn, and Cu which have more affiliation to porphyry mineralization. The principal component analysis extracted three factors. These factors calculated using varimax rotated R-mode factor loading matrix account for more than 65 % of the total variance. The first factor represents the main constituents of the epithermal system (Au, Ag, Ba) and its geochemical halo at the northeast of the study area. The second factor represents the main constituents of the porphyry system (Cu, Mo, Sn) and its geochemical halo in the western part of the study area which is overlapped with the volcanic rocks affected by local intrusions with higher alteration overprint. The third factor, however with less significance, represents Pb and Zn which are not the main ore constituents but can be considered as pathfinder elements. The results have been used to locate hidden orebodies using presented factor score mapping.
机译:Masjed-Daghi位于伊朗西北部的Julfa表(1:100,000系列)中。该地区包括极有可能具有超热矿化作用的金矿化作用,该矿化作用似乎与深层斑岩铜钼系统有关。收集了93个土壤样品并通过发射光谱法和原子吸收分光光度法分析了13种元素(Au,Mo,Cu,Pb,Sn,Ag,Zn,Cr,Mn,Ba,Be,Ni,Co)。使用单变量和多变量统计分析处理和解释数据。多数变量的分布略有偏斜或正偏斜,可以用对数正态模型解释。仅Ni,Be和Mn显示正态分布。基于聚类分析,变量可以分为两个主要组。第一组由主要的成矿元素组成,例如属于超热体系的Au,Ag和Ba,而Mo,Sn和Cu与斑岩矿化有更多的联系。主成分分析提取了三个因素。使用varimax旋转R模式因子加载矩阵计算的这些因子占总方差的65%以上。第一个因素代表了研究区东北部的超热系统(Au,Ag,Ba)的主要成分及其地球化学晕。第二个因素代表了研究区西部斑岩系统的主要成分(铜,钼,锡)及其地球化学晕,这与受局部侵入影响的火山岩重叠,蚀变套印较高。但是,第三个因素的意义不大,它表示Pb和Zn不是主要的矿石成分,但可以视为探路元素。该结果已用于使用提出的因子得分映射法来定位隐藏的矿体。

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