School of Water and Environment, Chang'an University, No. 126 Yanta Road, Xi'an, 710054, Shaanxi, China.
Key Laboratory of Subsurface Hydrology and Ecological Effects in Arid Region of the Ministry of Education, Chang'an University, No. 126 Yanta Road, Xi'an, 710054, Shaanxi, China.
Arch Environ Contam Toxicol. 2021 Jan;80(1):74-91. doi: 10.1007/s00244-020-00772-5. Epub 2020 Nov 4.
Groundwater is essential for the sustainable development of the Guanzhong Basin, China, and its quality is mainly controlled by hydrogeochemical processes and anthropogenic pollution. This study used statistical and multivariate statistical analysis approaches to recognize the hydrogeochemical processes and affecting factors of groundwater in the central part of the Guanzhong Basin. Correlations among 14 hydrochemical parameters were statistically examined. Principal component analysis (PCA), factor analysis (FA), and hierarchical cluster analysis (HCA) techniques were applied to analyze the physicochemical variables to understand the affecting factors of groundwater quality in the study area. The correlation analysis results indicate that cation exchange is the dominant process affecting the concentration of Na and Ca in the groundwater. Both the PCA and FA indicate that minerals dissolution/precipitation and human activities are the key factors that affect groundwater quality. All parameters except CO and pH increase from C1 to C4 obtained through the Q mode HCA. C4 has a hydrochemical type of SO-Na·K, indicating that the sample of this cluster is primarily influenced by anthropogenic processes.
地下水是中国关中盆地可持续发展的必要条件,其质量主要受水文地球化学过程和人为污染控制。本研究采用统计和多元统计分析方法,识别关中盆地中部地下水的水文地球化学过程和影响因素。对 14 个水化学参数之间的相关性进行了统计检验。应用主成分分析(PCA)、因子分析(FA)和层次聚类分析(HCA)技术对理化变量进行分析,以了解研究区地下水质量的影响因素。相关分析结果表明,阳离子交换是影响地下水 Na 和 Ca 浓度的主要过程。PCA 和 FA 均表明,矿物溶解/沉淀和人类活动是影响地下水质量的关键因素。除 CO 和 pH 外,所有参数均从 Q 型 HCA 获得的 C1 到 C4 增加。C4 具有 SO-Na·K 的水化学类型,表明该聚类样本主要受人为过程的影响。