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基于主成分分析的喀斯特山区河流水质评价及水质时空特征分析:以贵州省张维河为例

ASSESSMENT OF WATER QUALITY AND ITS SPATIAL AND TEMPORAL CHARACTERISTICS OF RIVERS IN KARST MOUNTAIN AREA BASED ON PRINCIPAL COMPONENT ANALYSIS: A CASE STUDY ON ZHANGWEI RIVER IN GUIZHOU PROVINCE

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【作者】 刘贤梅周忠发张昊天蒋翼尹林江但雨生

【Author】 LIU Xian-mei;ZHOU Zhong-fa;ZHANG Hao-tian;JIANG Yi;YIN Lin-jiang;DAN Yu-sheng;School of Geography & Environmental Science/School of Karst Science,Guizhou Normal University;State Key Laboratory Incubation Base for Karst Mountain Ecology Environment of Guizhou Province;

【通讯作者】 周忠发;

【机构】 贵州师范大学地理与环境科学学院/喀斯特研究院贵州省喀斯特山地生态环境国家重点实验室培育基地

【摘要】 为了探求喀斯特山区河流水质状况及水质时空特征,选取贵州省平寨水库的支流张维河上的8个监测点,于2017年8月—2018年5月,对13项水质指标进行分季节监测。通过SPSS软件,利用主成分分析法,从13项指标中降维得出影响张维河水质的4个主成分,根据各主成分的方差贡献率及主成分的得分进行分析。结果表明:张维河上游主成分综合得分为-4. 158,下游得分为4. 221,上游水质总体上优于下游;全流域冬季主成分得分为2. 327,夏季得分为-0. 787,枯水期污染情况比丰水期严重;点源污染与非点源污染并存,并且以点源污染为主。

【Abstract】 In order to explore the water quality status and spatio-temporal characteristics of rivers in Karst Mountainous areas,eight monitoring points on Zhangwei River,a tributary of Pingzhai Reservoir( a Guizhou Central Water Conservancy Project),were selected for seasonal monitoring of 13 water quality indicators,from August 2017 to May 2018. Through SPSS software and principal component analysis method,four principal components affecting the water quality of Zhangwei River were selected from 13 indexes,and the variance contribution rate of each principal component and the score of principal component were analyzed. The results showed that the comprehensive score of the principal components in the upper reaches of Zhangwei River was-4. 158,and that in the lower reaches was 4. 221. The water quality in the upper reaches was better than that in the lower reaches generally; the score of the principal components in winter was 2. 327,and that in summer was-0. 787,thus the pollution situation in dry season was more serious than that in flood season; the point source pollution was the main contributor,coexisting with non-point source pollution.

【基金】 国家自然科学基金委员会-贵州喀斯特科学研究中心项目“喀斯特筑坝河流水安全评估与调控对策”(U1612441);国家自然科学基金地区项目“喀斯特石漠化地区生态资产与区域贫困耦合机制研究”(41661088);贵州省科学技术基金项目(黔科合平台人才[2016]5674)
  • 【文献出处】 环境工程 ,Environmental Engineering , 编辑部邮箱 ,2019年10期
  • 【分类号】X824;X52
  • 【被引频次】18
  • 【下载频次】627
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