A comprehensive review on the design and optimization of surface water quality monitoring networks

被引:75
作者
Jiang, Jiping [1 ]
Tang, Sijie [1 ,2 ]
Han, Dawei [3 ]
Fu, Guangtao [4 ]
Solomatine, Dimitri [5 ]
Zheng, Yi [1 ]
机构
[1] Southern Univ Sci & Technol, Sch Environm Sci & Engn, Shenzhen Municipal Engn Lab Environm IoT Technol, Shenzhen 518055, Peoples R China
[2] Harbin Inst Technol, Sch Environm, Harbin 150090, Peoples R China
[3] Univ Bristol, Dept Civil Engn, Bristol BS8 1TR, Avon, England
[4] Univ Exeter, Coll Engn Math & Phys Sci, Exeter EX4 4QF, Devon, England
[5] IHE Delft Inst Water Educ, Dept Integrated Water Syst & Governance, NL-2611 Delft, Netherlands
基金
中国国家自然科学基金;
关键词
Monitoring network design; Optimization; Sampling frequency; Station location; Surface water quality; Smart city; SAMPLING FREQUENCY; LARGE RIVER; STATISTICAL APPROACH; SURROGATE MEASURES; DATA ASSIMILATION; ENTROPY THEORY; SMART; LOCATIONS; SYSTEMS; MANAGEMENT;
D O I
10.1016/j.envsoft.2020.104792
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The surface water quality monitoring network (WQMN) is crucial for effective water environment management. How to design an optimal monitoring network is an important scientific and engineering problem that presents a special challenge in the smart city era. This comprehensive review provides a timely and systematic overview and analysis on quantitative design approaches. Bibliometric analysis shows the chronological pattern, journal distribution, authorship, citation and country pattern. Administration types of water bodies and design methods are classified. The flexibility characteristics of four types of direct design methods and optimization objectives are systematically summarized, and conclusions are drawn from experiences with WQMN parameters, station locations, and sampling frequency and water quality indicators. This paper concludes by identifying four main future directions that should be pursued by the research community. This review sheds light on how to better design and construct WQMNs.
引用
收藏
页数:17
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