Assessment of drinking water quality and health risk using water quality index and multiple computational models: a case study of Yangtze River in suburban areas of Wuhan, central China, from 2016 to 2021

被引:2
作者
Pan, Feng [1 ]
Zhu, Sijia [2 ]
Shang, Lv [1 ]
Wang, Pei [1 ]
Liu, Li [2 ]
Liu, Junling [1 ]
机构
[1] Wuhan Ctr Dis Prevent & Control, Wuhan 430024, Hubei, Peoples R China
[2] Huazhong Univ Sci & Technol, Tongji Med Coll, Dept Occupat & Environm Hlth, Sch Publ Hlth, Wuhan 430030, Hubei, Peoples R China
关键词
Drinking water quality; Water quality index; Principal component analysis; Artificial neural network model; Health risk; Yangtze River; DISSOLVED TRACE-ELEMENTS; HEAVY-METALS; GROUNDWATER; EXPOSURE; CADMIUM; CANCER;
D O I
10.1007/s11356-024-32187-3
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Water quality, increasingly recognized for its significant impact on health, is garnering heightened attention. Previous studies were limited by the number of water quality indicators and the duration of analysis. This study assessed the drinking water quality and its associated health risk in suburban areas of Wuhan, a city in central China, from 2016 to 2021. We collected 368 finished water samples and 1090 tap water samples and tested these for 37 different indicators. The water quality was evaluated using the water quality index, with trends over time analyzed via the Mann-Kendall test. Furthermore, an artificial neural network model was employed for future water quality prediction. Our findings indicated that the water quality in rural Wuhan was generally good and had an improvement from 2016 to 2021. The qualification and excellent rates were 98.91% and 86.81% for finished water, and 97.89% and 78.07% for tap water, respectively. The drinking water quality was predicted to maintain satisfactory in 2022 and 2023. Additionally, principal component analysis revealed that the primary sanitary issues in the water were poor sensory properties, elevated metal contents, high levels of dissolved solids, and microbial contamination. These issues were likely attributable to domestic and industrial waste discharge and aging water pipelines. The health risks associated with the long-term consumption of this water have been steadily decreasing over the years, underscoring the effectiveness of Wuhan's ongoing water management efforts.
引用
收藏
页码:22736 / 22758
页数:23
相关论文
共 73 条
[41]   Disinfection byproducts (DBPs) in drinking water supply systems: A systematic review [J].
Salazar Benitez, Juliana ;
Mendez Rodriguez, Cristian ;
Figueroa Casas, Apolinar .
PHYSICS AND CHEMISTRY OF THE EARTH, 2021, 123
[42]   Development and technology of rural drinking water supply in China [J].
Song, Weikun ;
Gao, Zhanyi ;
Hu, Meng ;
Wu, Xiaomei ;
Jia, Yannan ;
Li, Xiaoqin ;
Hu, Yaqiong ;
Liao, Lisha .
IRRIGATION AND DRAINAGE, 2020, 69 :187-198
[43]  
Sun Y, 2018, Mod Prev Med, V45, P2658
[44]   Fluoride removal from water by composite Al/Fe/Si/Mg pre-polymerized coagulants: Characterization and application [J].
Tolkou, Athanasia K. ;
Mitrakas, Manassis ;
Katsoyiannis, Ioannis A. ;
Ernst, Mathias ;
Zouboulis, Anastasios, I .
CHEMOSPHERE, 2019, 231 :528-537
[45]   Use of Principal Component Analysis for parameter selection for development of a novel Water Quality Index: A case study of river Ganga India [J].
Tripathi, Mansi ;
Singal, Sunil Kumar .
ECOLOGICAL INDICATORS, 2019, 96 :430-436
[46]   A review of water quality index models and their use for assessing surface water quality [J].
Uddin, Md. Galal ;
Nash, Stephen ;
Olbert, Agnieszka I. .
ECOLOGICAL INDICATORS, 2021, 122
[47]   Effect of visible light on the removal of trichloromethane by graphene oxide [J].
Ulucan-Altuntas, Kubra ;
Debik, Eyup ;
Ustundag, Cem Bulent ;
Guven, Miray Deniz ;
Gocen, Kubra Ayca .
DIAMOND AND RELATED MATERIALS, 2020, 106
[48]   Comprehensive assessment of water quality and associated health risk by using physicochemical quality indices and multivariate analysis in Terme River, Turkey [J].
Ustaoglu, Fikret ;
Tas, Beyhan ;
Tepe, Yalcin ;
Topaldemir, Halim .
ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2021, 28 (44) :62736-62754
[49]   Assessment of stream quality and health risk in a subtropical Turkey river system: A combined approach using statistical analysis and water quality index [J].
Ustaoglu, Fikret ;
Tepe, Yalcin ;
Tas, Beyhan .
ECOLOGICAL INDICATORS, 2020, 113 (113)
[50]   Overview of Disinfection By-products and Associated Health Effects [J].
Villanueva C.M. ;
Cordier S. ;
Font-Ribera L. ;
Salas L.A. ;
Levallois P. .
Current Environmental Health Reports, 2015, 2 (1) :107-115