Research on the relation between hydro-chemical and geological characteristics in karst area: Case study in Zhong Liang Mountain, Southwest China.

IF 2.5 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL
Zhang Jing, Yang Lu Ping, Xie Qing, Guo Hang, Bing Xing, Wu Meng Jun, Cao Peng
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引用次数: 0

Abstract

Karst groundwater, which is one of most important drinking water sources, is vulnerable to be polluted as its closed hydraulic relation with surface water. Thus, it is very important to identify the groundwater source to control groundwater pollution. The Pearson correlation coefficient among major ions (Na + K+, Ca2+, Mg2+, HCO3 -, SO4 2-, and Cl-) was employed to deduce the groundwater types in Zhong Liang Mountain, Southwest China. Then, the combined method of principal component analysis and cluster analysis were employed to identify the groundwater sources in a typical karst region of southwest China. The results shown that (1) the high positive correlation between cations and anions indicated the water-rock reaction of Ca-HCO3, Ca-SO4, (Na + K)-Cl, and Mg-SO4. (2) The major two principal components that would represent water-rock reaction of CaSO4 and Ca-HCO3 would, respectively, explain 60.41% and 31.80% of groundwater information. (3) Based on the two principal components, 33 groundwater samples were clustered into eight groups through hierarchical clustering, each group has similar water-rock reaction. The findings would be employed to forecast the surge water, that was an important work for tunnel construction and operation. PRACTITIONER POINTS: The components of groundwater was highly correlated with water-rock reaction. The principal component analysis screens the types of groundwater. The cluster analysis identifies the groundwater sources.

岩溶地区水文化学特征与地质特征的关系研究:中国西南中梁山案例研究。
岩溶地下水是最重要的饮用水源之一,由于其与地表水之间的水力关系是封闭的,因此很容易受到污染。因此,确定地下水源对控制地下水污染非常重要。采用主要离子(Na + K+、Ca2+、Mg2+、HCO3 -、SO4 2- 和 Cl-)之间的皮尔逊相关系数推断西南中梁山地下水类型。然后,采用主成分分析和聚类分析相结合的方法对中国西南典型岩溶地区的地下水源进行了识别。结果表明:(1)阳离子和阴离子之间的高度正相关性表明了 Ca-HCO3、Ca-SO4、(Na + K)-Cl 和 Mg-SO4 的水岩反应;(2)代表 CaSO4 和 Ca-HCO3 水岩反应的两个主要主成分分别解释了 60.41% 和 31.80% 的地下水信息。(3) 根据两个主成分,33 个地下水样本通过分层聚类被分为 8 组,每组都有相似的水岩反应。该研究结果将用于涌水预报,这对隧道建设和运营是一项重要工作。实践点:地下水成分与水岩反应高度相关。主成分分析可筛选出地下水的类型。聚类分析确定地下水源。
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来源期刊
Water Environment Research
Water Environment Research 环境科学-工程:环境
CiteScore
6.30
自引率
0.00%
发文量
138
审稿时长
11 months
期刊介绍: Published since 1928, Water Environment Research (WER) is an international multidisciplinary water resource management journal for the dissemination of fundamental and applied research in all scientific and technical areas related to water quality and resource recovery. WER''s goal is to foster communication and interdisciplinary research between water sciences and related fields such as environmental toxicology, agriculture, public and occupational health, microbiology, and ecology. In addition to original research articles, short communications, case studies, reviews, and perspectives are encouraged.
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