… and non-stationarity of water quality well. In recent years, the … in water quality prediction.
We have conducted extensive investigation and analysis on ANN-based water quality prediction …

… Geological Survey (USGS) online resource called National Water Information System (NWIS…
) time series model for efficient water quality prediction. The motivation behind using ANN …

… In any aquatic system analysis, the modelling water quality … of a water quality prediction model
for better water resource … relatively difficult to make an accurate prediction. Hence, a Neuro…

… water quality prediction plays a vital role in sustainable water management. The artificial
intelligence models commonly used in water … these models in surface water quality modeling is …

… water quality prediction were selected. The review of these papers is undertaken in terms of
the … These data are publicly available from the US geological survey (USGS), national water …

… essential step for water quality prediction model and required more survey and analysis that
… ensemble procedure, would be desirable in future water quality prediction research studies. …

… of deep learning-based water quality prediction models, because understanding and …
accurate water quality prediction. Although challenges such as data scarcity, long-term prediction …

… A water quality prediction method which is based on long and short… The summary of the
literature survey done in this study is … presents a comparative analysis of water quality prediction. …

… This review provides a comprehensive overview of the recent advancements in machine
learning applied to water quality prediction. Despite an extensive survey and comparison of …

… Last decades’ research has immensely focussed on river basin water quality (WQ)
prediction, risk assessment and pollutant classification techniques to design more potent …