基于层次聚类和水质指数法的南水北调中线总干渠典型年份水质变化特征分析OA北大核心CSTPCD
Characteristics of water quality change in the canal of middle route project of South-to-North Water Diversion in typical years based on hierarchical clustering and water quality index method
为探明南水北调中线总干渠水质变化特征和时空分异规律,选择总干渠典型年份30个断面10个水质指标的逐月监测数据,利用层次聚类和WQI水质指数法对水质变化进行分析.层次聚类将总干渠划分为3个渠段,陶岔至柳家佐连续24个断面为第一渠段,该渠段各项水质指标浓度相对较低,其中F.coli((44.41±56.11)个·L-1)、CODMn((1.94±0.11)mg·L-1)、SO42-((29.38±1.68)mg·L-1)和 DO((9.74±1.42)mg·L-1)等指标明显低于其他渠段;霸州、王庆坨、西黑山、惠南庄和团城湖为第二渠段,F.coli((184.5±323.16)个·L-1)、CODMn((2.08±0.29)mg·L1)、SO42-((27.21±1.81)mg·L-1)和DO((10.82±2.15)mg·L-1)等水质指标浓度有所升高;天津外环河为第三渠段,该渠段TN、NH3-N和BOD5浓度达到最大值,分别为(1.32±0.15)、(0.07±0.05)和(1.52±0.51)mg·L-1).WQI计算结果表明,中线干渠WQI平均值在81~86之间,水质优良;夏季WQI平均值最低(81),低于春季(84)、秋季(83)和冬季(84),且WQI平均值沿程逐渐降低.该研究结果可为中线工程水质保护和管理提供理论依据.
In order to investigate the characteristics and spatiotemporal differentiation of water quality in the middle route of the South-to-North Water Diversion project.The monthly monitoring data of 10 water quality indexes in 30 sections of the main canal in typical years were selected,and the variation of water quality was analyzed by hierarchical clustering and WQI water quality index method.The main canal was divided into 3 types of water quality canal segments by hierarchical clustering.The 24 sections from Taocha to Liujiazuo were the first section,and the concentration of water quality indexes in this section was relatively low,the indexes of F.coli((44.41±56.11)colonies·L-1),CODMn((1.94±0.11)mg·L-1),SO42-((29.38±1.68)mg·L-1)and DO((9.74±1.42)mg·L-1)were lower than those of other canals.Bazhou,Wangqingtuo,Xiheishan,Huinanzhuang and Tuancheng Lake were the second type of canals.Compared with the first type of canals,the concentrations of water quality indexes such as F.coli((184.5±323.16)colonies·L-1),CODMn((2.08±0.29)mg·L-1),SO42-((27.21±1.81)mg·L-1)and DO((10.82±2.15)mg·L-1)increased.Tianjin Waihuan River is the third type of canal section,and the concentrations of TN,NH3-N and BOD5 in this section reached the maximum values,which were((1.32±0.15)mg·L-1),((0.07±0.05)mg·L-1)and((1.52±0.51)mg·L-1),respectively.The results of WQI calculation showed that,the average value of WQI was between 81 and 86,and the water quality was good.The mean value of WQI in summer was the lowest(81),lower than that in spring(84),autumn(83)and winter(84),and the mean value of WQI gradually decreased along the way.The research results can provide theoretical basis for water quality protection and management of the Middle Route Project.
郭芳;刘信勇;张鋆;肖新宗;张屹哲;王超
中国南水北调集团中线有限公司,北京 100038长江水资源保护科学研究所,武汉 430051||长江水利委员会湖库水源地面源污染生态调控重点实验室,武汉 430051
环境科学
南水北调聚类分析WOI水质指数时空分异规律
South-to-North Water Diversioncluster analysisWQI water quality indexspatio-temporal variation characteristics
《环境工程学报》 2024 (003)
644-652 / 9
湖北省自然科学基金资助项目(2022CFB342);水利部重大科技资助项目(SKS-2022125)
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