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Optimization of water quality index models using machine learning approaches.
Water Research, 2023To optimize the water quality index (WQI) assessment model, this study upgraded the parameter weight values and aggregation functions. We determined the combined weights based on machine learning and game theory to improve the accuracy of the models, and
F. Ding +7 more
semanticscholar +1 more source
Water Research, 2023
Ensuring the safety and reliability of drinking water supply requires accurate prediction of water quality in water distribution networks (WDNs). However, existing hydraulic model-based approaches for system state prediction face challenges in model ...
Zilin Li +3 more
semanticscholar +1 more source
Ensuring the safety and reliability of drinking water supply requires accurate prediction of water quality in water distribution networks (WDNs). However, existing hydraulic model-based approaches for system state prediction face challenges in model ...
Zilin Li +3 more
semanticscholar +1 more source
Water Quality Classification Using Machine Learning Algorithms
ACS/IEEE International Conference on Computer Systems and Applications, 2022Protecting and caring for water is one of the most critical environmental problems today. This research aims to design an intelligent system using machine learning models to improve water quality and predict whether it is safe to be used as drinking ...
Reem Alnaqeb +3 more
semanticscholar +1 more source
Characterizing the river water quality in China: Recent progress and on-going challenges.
Water Research, 2021Food production systems, urbanization, and other anthropogenic activities dramatically alter natural hydrological and nutrient cycles, and are primarily responsible for water quality impairments in China's rivers. This study compiled a 16-year (2003-2018)
Jiacong Huang +6 more
semanticscholar +1 more source
2008
The aim of WQC is to establish whether or not a certain water body is in undisturbed conditions and, if this is not the case, which is the level of disturbance and wheter or not its quality is compatible with its intended uses.
Barbanti, Andrea
openaire +1 more source
The aim of WQC is to establish whether or not a certain water body is in undisturbed conditions and, if this is not the case, which is the level of disturbance and wheter or not its quality is compatible with its intended uses.
Barbanti, Andrea
openaire +1 more source
International Journal of Advanced Research in Science, Communication and Technology
As the main source of water for Nashik city is River Godavari. It becomes a priority to keep Godavari River clear and free from impurities. The river Godavari is second largest river in India, which is 82 percent polluted considerably.
Darshan Kamankar +5 more
semanticscholar +1 more source
As the main source of water for Nashik city is River Godavari. It becomes a priority to keep Godavari River clear and free from impurities. The river Godavari is second largest river in India, which is 82 percent polluted considerably.
Darshan Kamankar +5 more
semanticscholar +1 more source
Interpretable tree-based ensemble model for predicting beach water quality.
Water Research, 2022Tree-based machine learning models based on environmental features offer low-cost and timely solutions for predicting microbial fecal contamination in beach water to inform the public of the health risk. However, many of these models are black boxes that
Lingbo Li +6 more
semanticscholar +1 more source
Water Research
Quantitative estimation is a key and challenging issue in water quality monitoring. Remote sensing technology has increasingly demonstrated its potential to address these challenges.
Yuan Sun +5 more
semanticscholar +1 more source
Quantitative estimation is a key and challenging issue in water quality monitoring. Remote sensing technology has increasingly demonstrated its potential to address these challenges.
Yuan Sun +5 more
semanticscholar +1 more source