Predicting water quality with artificial intelligence: a review of methods and applications
D Irwan, M Ali, AN Ahmed, G Jacky, A Nurhakim… - … Methods in Engineering, 2023 - Springer
The water is the main pivotal sources of irrigation in agricultural activities and affects human
daily activities such as drinking. The water quality has a significant impact on various …
daily activities such as drinking. The water quality has a significant impact on various …
[HTML][HTML] Performance analysis of the water quality index model for predicting water state using machine learning techniques
Existing water quality index (WQI) models assess water quality using a range of
classification schemes. Consequently, different methods provide a number of interpretations …
classification schemes. Consequently, different methods provide a number of interpretations …
Water quality prediction using machine learning models based on grid search method
Water quality is very dominant for humans, animals, plants, industries, and the environment.
In the last decades, the quality of water has been impacted by contamination and pollution …
In the last decades, the quality of water has been impacted by contamination and pollution …
[HTML][HTML] A stacking ANN ensemble model of ML models for stream water quality prediction of Godavari River Basin, India
The importance of water quality models has increased as their inputs are critical to the
development of risk assessment framework for environmental management and monitoring …
development of risk assessment framework for environmental management and monitoring …
Water quality classification using SVM and XGBoost method
HIH Yusri, SLM Hassan, ISA Halim… - 2022 IEEE 13th …, 2022 - ieeexplore.ieee.org
Various pollutants have been endangering water quality over the past decades. As a result,
predicting and modeling water quality have become essential to minimizing water pollution …
predicting and modeling water quality have become essential to minimizing water pollution …
Groundwater quality assessment using machine learning models: a comprehensive study on the industrial corridor of a semi-arid region
L Krishnamoorthy, VR Lakshmanan - Environmental Science and …, 2024 - Springer
Water plays a significant role in sustaining the lives of humans and other living organisms.
Groundwater quality analysis has become inevitable, because of increased contamination of …
Groundwater quality analysis has become inevitable, because of increased contamination of …
Machine learning models to predict nitrate concentration in a river basin
DY Dorado-Guerra, G Corzo-Pérez… - Environmental …, 2023 - iopscience.iop.org
Aquifer-stream interactions affect the water quality in Mediterranean areas; therefore, the
coupling of surface water and groundwater models is generally used to solve water …
coupling of surface water and groundwater models is generally used to solve water …
Application of Machine Learning Model for Assessing Water Quality Index
V Sangwan, R Bhardwaj - Integrated Management of Water Resources in …, 2024 - Springer
Predicting water quality is essential for safeguarding public health, protect the environment,
ensuring sustainable resource management, and meet regulatory requirements. The …
ensuring sustainable resource management, and meet regulatory requirements. The …
Chlorophyll Prediction System with Machine Learning Algorithms in Lake Titicaca (Peruvian Sector)
A Arroyo Paz, Y Ponce - International Advanced Computing Conference, 2022 - Springer
Water is a fundamental resource, eutrophication is an important factor in determining water
quality, and chlorophyll-a is an indicator of this degree. Artificial intelligence offers important …
quality, and chlorophyll-a is an indicator of this degree. Artificial intelligence offers important …
Predicting Water Safety: Harnessing the Power of Simple Machine Learning Algorithms
One of the most valuable resources that is necessary for all life is water. Water pollution
lowers the quality of the water, which affects the health of marine life and, consequently, that …
lowers the quality of the water, which affects the health of marine life and, consequently, that …