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Water Quality Prediction Using Artificial Intelligence
2023In recent years, water quality has faced threats from various pollutants, underscoring the importance of modeling and predicting water quality to control pollution. This study focuses on utilizing advanced artificial intelligence (AI) algorithms to predict both the water quality index (WQI) and water quality classification (WQC).
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Evaluating statistical model performance in water quality prediction
Journal of Environmental Management, 2018Exposure to contaminated water while swimming or boating or participating in other recreational activities can cause gastrointestinal and respiratory disease. It is not uncommon for water bodies to experience rapid fluctuations in water quality, and it is therefore vital to be able to predict them accurately and in time so as to minimise population's ...
Rodelyn, Avila +4 more
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Wireless Water Quality Monitoring and Quality Deterioration Prediction System
2019 26th International Conference on High Performance Computing, Data and Analytics Workshop (HiPCW), 2019Water is an essential resource in day-to-day life. Pollution and urbanization have led to higher susceptibility of source water to contamination. There is a pressing need to develop a water quality monitoring system to preserve the quality of source water and ultimately safeguard human health.
Abhinav S +4 more
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Water Quality Prediction Using Machine Learning
Water quality deterioration poses a substantial environmental and health threat. Predicting water quality can be crucial for proactive management and mitigation strategies. This study explores the use of machine learning algorithms for water quality classification.Gauransh Luthra +5 more
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Predictive Uncertainty in Water-Quality Modeling
Journal of Environmental Engineering, 2009A general and integrated approach to parameter identification, model calibration, and estimation of predictive uncertainty in water-quality models is proposed and validated. The proposed approach determines the maximal conditional likelihood functions of each of the model parameters using a transformation that forces the model errors to be normally ...
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Recursive partitioning algorithm in water quality prediction
International Journal of Environmental Science and Technology, 2019Water quality prediction is the greatest thing in Health and Family Welfare Department. Potable water consumed by citizens can be safely used for drinking, cooking and washing. The contaminated water affects the public health and mostly affects the infants or utero health.
M. Geetha Jenifel, R. Jemila Rose
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2022
Significant seasonal changes in chemical and microbiological water quality can occur in buildings at different fixture locations due to temperature and time dependent reaction rates. Here, a series of calibrated plumbing hydraulic-water quality models were developed for the extensively monitored Retrofitted Net-zero Energy, Water & Waste (ReNEWW ...
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Significant seasonal changes in chemical and microbiological water quality can occur in buildings at different fixture locations due to temperature and time dependent reaction rates. Here, a series of calibrated plumbing hydraulic-water quality models were developed for the extensively monitored Retrofitted Net-zero Energy, Water & Waste (ReNEWW ...
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Survey on Water Quality Prediction
2023 9th International Conference on Advanced Computing and Communication Systems (ICACCS), 2023D. Kavitha +3 more
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Water Quality Prediction using AWS
2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT), 2023Ravi Kishore Kodali, Thiramdasu Karthik
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