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采用水质指数(WQI)法评价中国南水北调工程的水质。

Evaluation of water quality in the South-to-North Water Diversion Project of China using the water quality index (WQI) method.

机构信息

State Key Laboratory of Water Resources and Hydropower Engineering Science, Wuhan University, Wuhan, 430072, China.

State Key Laboratory of Water Resources and Hydropower Engineering Science, Wuhan University, Wuhan, 430072, China.

出版信息

Water Res. 2020 Jul 1;178:115781. doi: 10.1016/j.watres.2020.115781. Epub 2020 Apr 21.

Abstract

The world's longest trans-basin water diversion project, the Middle-Route (MR) of the South-to-North Water Diversion Project of China (SNWDPC), has officially been in operation for over 5 years since December 2014. Its water quality status has always attracted special attention because it is related to the health and safety of more than 58 million people and the integrity of an ecosystem covering more than 155,000 km. This study presented and analysed the spatio-temporal variations and trends of 16 water quality parameters, including pH, water temperature (WT), dissolved oxygen (DO), permanganate index (PI), five-day biochemical oxygen demand (BOD), fecal coliform (F. coli), total phosphorus (TP), total nitrogen (TN), ammonia nitrogen (NHN), sulphate (SO), fluoride (F), mercury (Hg), arsenic (As), selenium (Se), copper (Cu), and zinc (Zn), which were determined monthly from samples collected at 27 water quality monitoring stations in the MR of the SNWDPC from March 2016 to February 2019. The water quality index (WQI) was used to evaluate the seasonal and spatial water quality changes during the monitoring period, and a new WQI model consisting of five crucial parameters, i.e., TP, F. coli, Hg, WT, and DO, was built by using stepwise multiple linear regression analysis. The results demonstrated that the water quality status of the MR of the SNWDPC has been steadily maintained at an "excellent" level during the monitoring period, with an overall average WQI value of 90.39 and twelve seasonal mean WQI values ranging from 87.67 to 91.82. The proposed WQI model that uses the selected five key parameters and the weights of those parameters has exhibited excellent performance in the water quality assessment of the project, with the coefficient of determination (R), Root Mean Square Error (RMSE), and Percentage Error (PE) values of 0.901, 2.21, 1.93%, respectively, showing that the proposed WQI model is a useful and efficient tool to evaluate and manage the water quality. For the management department, the risk sources near certain stations with abnormally high values should be carefully inspected and strictly managed to maintain excellent water quality. The potential risks of algae proliferation in this project should be of concern in future research.

摘要

世界上最长的跨流域调水工程——中国南水北调中线工程(MR-SNWDPC)自 2014 年 12 月正式投入运行已超过 5 年。由于其水质状况关系到超过 5800 万人的健康和安全以及覆盖超过 155000 公里的生态系统的完整性,因此一直受到特别关注。本研究展示和分析了 2016 年 3 月至 2019 年 2 月期间从南水北调中线工程 27 个水质监测站采集的 16 个水质参数(pH 值、水温(WT)、溶解氧(DO)、高锰酸盐指数(PI)、五日生化需氧量(BOD)、粪大肠菌群(F. coli)、总磷(TP)、总氮(TN)、氨氮(NHN)、硫酸盐(SO)、氟化物(F)、汞(Hg)、砷(As)、硒(Se)、铜(Cu)和锌(Zn))的时空变化和趋势。采用水质指数(WQI)法评价监测期间的季节性和空间水质变化,利用逐步多元线性回归分析建立了一个由五个关键参数(TP、F. coli、Hg、WT 和 DO)组成的新的 WQI 模型。结果表明,在监测期间,南水北调中线工程的水质状况一直保持在“优秀”水平,总平均 WQI 值为 90.39,12 个季节平均 WQI 值在 87.67 至 91.82 之间。该模型采用选定的五个关键参数及其权重,在项目水质评估中表现出优异的性能,决定系数(R)、均方根误差(RMSE)和百分比误差(PE)分别为 0.901、2.21 和 1.93%,表明所提出的 WQI 模型是评估和管理水质的有用和有效的工具。对于管理部门,应仔细检查和严格管理某些站点附近的异常高值的污染源,以保持水质优良。在未来的研究中,应关注该项目中藻类增殖的潜在风险。

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