基于聚类分析与因子分析的西藏高原南部湖水水化学特征研究
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P342

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中国地质调查局地质调查项目(DD2190515);中国自然资源航空物探遥感中心青年创新基金(2020YFL18)


Study on the Hydrochemical Characteristics of Lake Water in Southern Tibet Plateau Based on Cluster Analysis and Factor Analysis
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    摘要:

    基于聚类分析和因子分析研究了西藏高原南部27个湖泊水样的水化学特征及影响因素。聚类分析结果表明受气候条件地带性和湖泊补给来源多样性影响,青藏高原湖水水化学参数具有空间差异,27个水样可分为2个大类和5个亚类,其水化学类型符合湖泊演化过程。因子分析结果表明不同类型的湖泊水化学特征和影响因素不同,淡水湖水化学类型主要为Na-HCO3,提取出2个主因子,分别揭示了碳酸盐和硅酸盐矿物溶解、硫酸盐矿物和岩盐溶解对其水化学特征的影响。咸水湖水化学类型主要为Na-SO4,提取出3个主因子,分别揭示了碳酸岩矿物溶解、硫酸盐矿物和岩盐的溶解以及人类活动对其水化学特征的影响。盐湖水化学类型主要为Na-Cl,提取出2个主因子,分别揭示了岩盐矿物及硅酸盐矿物溶解、硫酸盐矿物和碳酸盐矿物溶解对其水化学的影响。

    Abstract:

    Based on cluster analysis and factor analysis, the hydrochemical characteristics and influencing factors of water samples from 27 lakes in southern Tibet Plateau were studied. The results of cluster analysis showed that the lake hydrochemical parameters were spatially different due to the zonality of climatic conditions and the diversity of lake supply sources. The 27 water samples could be divided into 2 clusters and 5 sub-clusters, and their hydrochemical types were consistent with the evolution process of the lake. The results of factor analysis showed that the hydrochemical characteristics and influencing factors of different types of lakes were different. The main chemical type of fresh water lake was Na-HCO3. Two factors were extracted to reveal the influence of the dissolution of carbonate and silicate minerals, and the dissolution of sulfate minerals and salt. The main hydrochemical type of saltwater lake is Na-SO4. Three factors were extracted, which revealed the dissolution of carbonate minerals, the dissolution of sulfate minerals and salt, and the influence of human activities on the hydrochemical characteristics of salt lake. The main hydrochemical type of saline is Na-Cl, and two factors were extracted, which revealed the influence of the dissolution of rock salt minerals and silicate minerals, and the dissolution of sulfate minerals and carbonate minerals on the hydrochemistry of saline.

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郭艺,甘甫平,闫柏琨,白娟.基于聚类分析与因子分析的西藏高原南部湖水水化学特征研究[J].河北工程大学自然版,2021,38(3):81-89

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  • 收稿日期:2021-03-31
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  • 在线发布日期: 2021-10-19
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