Next Article in Journal
Mineralogical Constraints on the Potassic and Sodic-Calcic Hydrothermal Alteration and Vein-Type Mineralization of the Maronia Porphyry Cu-Mo ± Re ± Au Deposit in NE Greece
Previous Article in Journal
E. S. Fedorov Promoting the Russian-German Scientific Interrelationship
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Article

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

1
College of Earth Science, Chengdu University of Technology, Chengdu 610059, China
2
State Key Laboratory of Geological Processes and Mineral Resources, China University of Geosciences, Wuhan 430074, China
*
Author to whom correspondence should be addressed.
Minerals 2020, 10(2), 183; https://doi.org/10.3390/min10020183
Submission received: 29 December 2019 / Revised: 28 January 2020 / Accepted: 30 January 2020 / Published: 18 February 2020
(This article belongs to the Section Mineral Deposits)

Abstract

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

Share and Cite

MDPI and ACS Style

Wang, J.; Zuo, R. Quantifying the Distribution Characteristics of Geochemical Elements and Identifying Their Associations in Southwestern Fujian Province, China. Minerals 2020, 10, 183. https://doi.org/10.3390/min10020183

AMA Style

Wang J, Zuo R. Quantifying the Distribution Characteristics of Geochemical Elements and Identifying Their Associations in Southwestern Fujian Province, China. Minerals. 2020; 10(2):183. https://doi.org/10.3390/min10020183

Chicago/Turabian Style

Wang, Jian, and Renguang Zuo. 2020. "Quantifying the Distribution Characteristics of Geochemical Elements and Identifying Their Associations in Southwestern Fujian Province, China" Minerals 10, no. 2: 183. https://doi.org/10.3390/min10020183

APA Style

Wang, J., & Zuo, R. (2020). Quantifying the Distribution Characteristics of Geochemical Elements and Identifying Their Associations in Southwestern Fujian Province, China. Minerals, 10(2), 183. https://doi.org/10.3390/min10020183

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Back to TopTop