Concepedia

A water quality prediction model based on variational mode decomposition and the least squares support vector machine optimized by the sparrow search algorithm (VMD-SSA-LSSVM) of the Yangtze River, China

Chenguang Song, Leihua Yao, Chengya Hua, Qihang Ni

Environmental Monitoring and Assessment · 2021 · 87 citations · 42 references

Concepts

Natural ResourcesEnvironmental EngineeringHydrologyHydrologic ModelingWater Quality EngineeringWater Resources EngineeringHydrologic Time Series AnalysisHydrological ModelingStreamflow PredictionSurface Water ModelingWater ManagementWater QualityLeast Squares Support Vector MachinesMulti-objective Model OptimizationSurface Water Quality ModelingWater Quality AnalysisWater Quality ForecastingWater Quality Optimization

References

42

River flow forecasting through conceptual models part I — A discussion of principles

J.E. Nash, J. V. Sutcliffe · Journal of Hydrology · 1970 · 24K citations

Natural Resources, Hydrology, Water Resources Management +14

Variational Mode Decomposition

Konstantin Dragomiretskiy, Dominique Zosso · IEEE Transactions on Signal Processing · 2014 · 8.6K citations

Engineering, Electrical Engineering, Biomedical Signal Processing +15

A novel swarm intelligence optimization approach: sparrow search algorithm

Jiankai Xue, Bo Shen · Systems Science & Control Engineering · 2020 · 3.6K citations · Full text

Architecture, Computational Engineering, Algorithms +14

Machine learning methods for better water quality prediction

Ali Najah Ahmed, Faridah Othman, Haitham Abdulmohsin Afan et al. · Journal of Hydrology · 2019 · 666 citations

Computing, Data Science, Environmental Engineering +9

A survey on river water quality modelling using artificial intelligence models: 2000–2020

Tiyasha Tiyasha, Tran Minh Tung, Zaher Mundher Yaseen‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬ · Journal of Hydrology · 2020 · 641 citations

Natural Resources, Hydrology, Water Resources Management +16