Assessment of the spatiotemporal water quality variations in the Middle Route of China’s South-to-North Water Diversion Project by multivariate analysis

被引:0
|
作者
Yi Xu
Junqiang Lin
Xiaohui Lei
Di Zhang
Qidong Peng
Jia Wang
Boran Zhu
机构
[1] Zhejiang University,College of Civil Engineering and Architecture
[2] State Key Laboratory of Simulation and Regulation of Water Cycle in River Basin,School of Environmental Science and Engineering
[3] China Institute of Water Resources and Hydropower Research,undefined
[4] Tianjin University,undefined
关键词
Important drinking water source; The Middle Route of China’s South-to-North Water Diversion Project; Different water transfer operation modes; Water quality; Spatiotemporal variations; Multivariate statistical methods;
D O I
暂无
中图分类号
学科分类号
摘要
As an important drinking water source for North China, the Middle Route of China’s South-to-North Water Diversion Project (MRP) must provide high-quality water to maintain the health and safety of more than 60 million people. However, different water transfer operation modes may affect the water quality status, and the spatiotemporal characteristics of water quality in the MRP, with high water transfer volumes, remain poorly understood. In this study, the differences in water quality in the MRP between the initial stage (Nov. 2015 to Oct. 2017, low transfer volumes) and the current stage (Nov. 2017 to Oct. 2020, high transfer volumes) were compared, and the spatiotemporal water quality variations in the current stage were evaluated using multivariate statistical methods. For this purpose, approximately 12,528 observations, including the datasets of 12 water quality parameters collected from 29 monitoring sites, were used. The results showed that the water quality status improved significantly during the current stage. Based on principal component analysis (PCA), physical parameters (natural), nutrients, organic matter and microbes (anthropogenic), and heavy metals (natural and anthropogenic) were the key factors influencing water quality variations. Based on hierarchical cluster analysis, 12 months were classified into two groups: the high-flow period (HFP, Jun.–Oct.) and the low-flow period (LFP, Nov.–May). Additionally, 29 sampling sites were grouped into three sections: the Henan section (HN; S1–S16), Hebei section (HB; S17–S24), and Tianjin-Beijing section (TB; S25–S29). From the perspective of water quality regulation, the total nitrogen concentration and permanganate index in the HB and TB sections of the MRP should be considered throughout the year, and the faecal coliform concentrations in these two sections should also be considered during the HFP. The results of this study could be helpful for local administrations to understand and control pollution and better protect the quality of water in the MRP.
引用
收藏
页码:44206 / 44222
页数:16
相关论文
共 50 条
  • [21] Online monitoring and sampling analysis of siltation in the middle route of the south-to-north water diversion project
    Zhang, Dawei
    Han, Xiaolin
    Zhong, Qiang
    Wang, Shulei
    Ding, Liuqian
    Liu, Yuan
    Chen, Qigang
    Wang, Fujun
    [J]. FRONTIERS IN ENVIRONMENTAL SCIENCE, 2022, 10
  • [22] Human Activity Intensity Assessment by Remote Sensing in the Water Source Area of the Middle Route of the South-to-North Water Diversion Project in China
    Gao, Wenwen
    Zeng, Yuan
    Liu, Yu
    Wu, Bingfang
    [J]. SUSTAINABILITY, 2019, 11 (20)
  • [23] Comprehensive Benefit Assessment of the Middle Route of South-to-North Water Diversion Project Based on Markowitz Theory
    Long, Yan
    Qu, Jia
    Zhao, Tianhao
    Gao, Wei
    Liu, Yuxin
    Yang, Yilin
    [J]. WATER, 2023, 15 (24)
  • [24] Sustainable Integrated Water Management DSS for East Route and Middle Route of South-to-North Water Diversion Project
    Yunzhong, Jiang
    Haichao, Wang
    Jinjun, You
    Bettin, Alessandro
    Bingyong, Mao
    Yanjun, Dong
    Simona
    Fan, Lu
    [J]. PROCEEDINGS OF THE 3RD INTERNATIONAL YELLOW RIVER FORUM ON SUSTAINABLE WATER RESOURCES MANAGEMENT AND DELTA ECOSYSTEM MAINTENANCE, VOL V, 2007, : 114 - +
  • [25] Consideration on Western Route Project for South-to-North Water Diversion
    Zhang Xuecheng
    Song Ruipeng
    Yang Jinfang
    Yuan Hua
    [J]. PROCEEDINGS OF THE 4TH INTERNATIONAL YELLOW RIVER FORUM ON ECOLOGICAL CIVILIZATION AND RIVER ETHICS, VOL II, 2010, : 281 - 286
  • [26] Real-Time Control of the Middle Route of South-to-North Water Diversion Project
    Wu, Yongyan
    Li, Liqun
    Liu, Zihui
    Chen, Xiaonan
    Huang, Huiyong
    [J]. WATER, 2021, 13 (01)
  • [27] A Bayesian method for comprehensive water quality evaluation of the Danjiangkou Reservoir water source area, for the middle route of the South-to-North Water Diversion Project in China
    Fangbing Ma
    Chunhui Li
    Xuan Wang
    Zhifeng Yang
    Chengchun Sun
    Peiyu Liang
    [J]. Frontiers of Earth Science, 2014, 8 : 242 - 250
  • [28] Numerical Simulation of Ice Processes for the Middle Route of the South-to-north Water Diversion Project
    Guo, Xinlei
    Yang, Kailin
    Fu, Hui
    Wang, Tao
    Guo, Yongxin
    [J]. ICE RESEARCH FOR A SUSTAINABLE ENVIRONMENT, VOLS I & II, 2012, : 250 - 261
  • [29] A Bayesian method for comprehensive water quality evaluation of the Danjiangkou Reservoir water source area, for the middle route of the South-to-North Water Diversion Project in China
    Ma, Fangbing
    Li, Chunhui
    Wang, Xuan
    Yang, Zhifeng
    Sun, Chengchun
    Liang, Peiyu
    [J]. FRONTIERS OF EARTH SCIENCE, 2014, 8 (02) : 242 - 250
  • [30] Quantity versus Quality in China's South-to-North Water Diversion Project: A System Dynamics Analysis
    Yang, Yu
    Yin, Lei
    Zhang, Qingzong
    [J]. WATER, 2015, 7 (05) : 2142 - 2160