Predicting Water Quality Index (WQI) by feature selection and machine learning: A case study of An Kim Hai irrigation system

BQ Lap, H Du Nguyen, PT Hang, NQ Phi, VT Hoang… - Ecological …, 2023 - Elsevier
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 …

Assessment of groundwater quality in arid regions utilizing principal component analysis, GIS, and machine learning techniques

M El-Rawy, M Wahba, H Fathi, F Alshehri… - Marine Pollution …, 2024 - Elsevier
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 …

Prediction of groundwater quality index using classification techniques in arid environments

A Derdour, HG Abdo, H Almohamad, A Alodah… - Sustainability, 2023 - mdpi.com
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 …

Hydrogeochemical mechanism associated with land use land cover indices using geospatial, remote sensing techniques, and health risks model

MY Jat Baloch, W Zhang, BAA Shoumik, A Nigar… - Sustainability, 2022 - mdpi.com
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 …

Machine learning algorithms for predicting the water quality index

EE Hussein, MY Jat Baloch, A Nigar, HF Abualkhair… - Water, 2023 - mdpi.com
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 …

Modeling of hydrogen separation through Pd membrane with vacuum pressure using Taguchi and machine learning methods

WH Chen, DR Wu, MH Chang, S Rajendran… - International Journal of …, 2024 - Elsevier
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 …

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 …

Comparative Analysis of Water Sustainability Indices: A Systematic Review

MP Jarzebski, D Karthe, SK Chapagain, MD Setiawati… - Water, 2024 - mdpi.com
The achievement of water sustainability necessitates the development and application of
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 …

Surface water quality prediction in the lower Thoubal river watershed, India: A hyper-tuned machine learning approach and DNN-based sensitivity analysis

MH Rahaman, H Sajjad, S Hussain, M Masroor… - Journal of …, 2024 - Elsevier
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 …