Predicting Water Quality Index (WQI) by feature selection and machine learning: A case study of An Kim Hai irrigation system
A variety of water quality indices have been used to assess the state of waterbodies all over
the world. In calculating a Water Quality Index (WQI), traditional methods require the …
the world. In calculating a Water Quality Index (WQI), traditional methods require the …
Assessment of groundwater quality in arid regions utilizing principal component analysis, GIS, and machine learning techniques
Assessing water quality in arid regions is vital due to scarce resources, impacting health and
sustainable management. This study examines groundwater quality in Assuit Governorate …
sustainable management. This study examines groundwater quality in Assuit Governorate …
Prediction of groundwater quality index using classification techniques in arid environments
Assessing water quality is crucial for improving global water resource management,
particularly in arid regions. This study aims to assess and monitor the status of groundwater …
particularly in arid regions. This study aims to assess and monitor the status of groundwater …
Hydrogeochemical mechanism associated with land use land cover indices using geospatial, remote sensing techniques, and health risks model
Land is a vital component of nature around the world and is essential for humans, terrestrial
plants, and animals. However, urbanization is growing worldwide and the groundwater …
plants, and animals. However, urbanization is growing worldwide and the groundwater …
Machine learning algorithms for predicting the water quality index
Groundwater is one of the water resources used to preserve natural water sources for
drinking, irrigation, and several other purposes, especially in industrial applications. Human …
drinking, irrigation, and several other purposes, especially in industrial applications. Human …
Modeling of hydrogen separation through Pd membrane with vacuum pressure using Taguchi and machine learning methods
The performance of hydrogen purification using palladium (Pd) membrane is analyzed by
Taguchi and machine learning (ML) methods. Three system factors are considered: the feed …
Taguchi and machine learning (ML) methods. Three system factors are considered: the feed …
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 …
Comparative Analysis of Water Sustainability Indices: A Systematic Review
The achievement of water sustainability necessitates the development and application of
comprehensive assessment tools to monitor and evaluate the impact of water resource …
comprehensive assessment tools to monitor and evaluate the impact of water resource …
Artificial intelligence in water quality monitoring: a review of water quality assessment applications
RM Frincu - Water Quality Research Journal, 2024 - iwaponline.com
Artificial intelligence (AI) has become a useful tool in numerous domains, including
environmental science. This review explores the application of machine learning and deep …
environmental science. This review explores the application of machine learning and deep …
Surface water quality prediction in the lower Thoubal river watershed, India: A hyper-tuned machine learning approach and DNN-based sensitivity analysis
The accurate and efficient monitoring, assessment, and prediction of water resources is
crucial for the sustenance of life and health of the environment. Traditional methods for …
crucial for the sustenance of life and health of the environment. Traditional methods for …