Quantifying the Distribution Characteristics of Geochemical Elements and Identifying Their Associations in Southwestern Fujian Province, China

作者: Jian Wang , Renguang Zuo

DOI: 10.3390/MIN10020183

关键词: KurtosisHierarchical clusteringMultifractal systemMineral explorationSpatial analysisSoil scienceSpatial distributionVariogramCluster analysisGeology

摘要: The distribution of geochemical elements in the surficial media is end product dispersion under complex geological conditions. This study explored frequency and spatial characteristics their associations. It quantifies via mean, variance, skewness kurtosis, followed by measuring (i.e., autocorrelation, heterogeneity self-similarity) semivariogram, q-statistic multifractal spectrum, further identify elemental associations based on these parameters using hierarchical clustering. A criterion was defined to importance clustering procedure. case processing a dataset stream sediment samples collected southwestern Fujian province China carried out illustrate validate results indicate that studies can enhance knowledge dispersions. identified are different from those obtained conventional cluster analysis. Spatial cannot be neglected when investigating patterns findings area might benefit following-up mineral exploration.

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