[HTML][HTML] Critical review on water quality analysis using IoT and machine learning models

P Jayaraman, KK Nagarajan, P Partheeban… - International journal of …, 2024 - Elsevier
Water quality and its management are the most precise concerns confronting humanity
globally. This article evaluates the various sensors used for water quality monitoring and …

[HTML][HTML] A comprehensive method for improvement of water quality index (WQI) models for coastal water quality assessment

MG Uddin, S Nash, A Rahman, AI Olbert - Water Research, 2022 - Elsevier
Here, we present an improved water quality index (WQI) model for assessment of coastal
water quality using Cork Harbour, Ireland, as the case study. The model involves the usual …

[HTML][HTML] A novel approach for estimating and predicting uncertainty in water quality index model using machine learning approaches

MG Uddin, S Nash, A Rahman, AI Olbert - Water Research, 2023 - Elsevier
With the significant increase in WQI applications worldwide and lack of specific application
guidelines, accuracy and reliability of WQI models is a major issue. It has been reported that …

[HTML][HTML] Water quality indices: Construction, potential, and limitations

ACC Fortes, PRG Barrocas, DC Kligerman - Ecological Indicators, 2023 - Elsevier
Water quality indices (WQIs) are well-established tools for water quality management and
effective community communication. However, distinct WQIs construction processes give …

[HTML][HTML] Marine waters assessment using improved water quality model incorporating machine learning approaches

MG Uddin, A Rahman, S Nash, MTM Diganta… - Journal of …, 2023 - Elsevier
In marine ecosystems, both living and non-living organisms depend on “good” water quality.
It depends on a number of factors, and one of the most important is the quality of the water …

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 …

[HTML][HTML] Prediction modelling framework comparative analysis of dissolved oxygen concentration variations using support vector regression coupled with multiple …

X Nong, C Lai, L Chen, D Shao, C Zhang, J Liang - Ecological Indicators, 2023 - Elsevier
Dissolved oxygen (DO) is an essential indicator for assessing water quality and managing
aquatic environments, but it is still a challenging topic to accurately understand and predict …

Impact of land use on water quality in buffer zones at different scales in the Poyang Lake, middle reaches of the Yangtze River basin

W Wang, P Yang, J Xia, H Huang, J Li - Science of the Total Environment, 2023 - Elsevier
The water quality of Poyang Lake (PYL) is significantly influenced by land use which is a
crucial factor that can exhibit complex changes in the environment and can serve as an …

Water quality assessment of the Karasu River (Turkey) using various indices, multivariate statistics and APCS-MLR model

M Varol, G Karakaya, K Alpaslan - Chemosphere, 2022 - Elsevier
Determining the water quality status of a river and accurately identifying potential pollution
sources threatening the river are pillars in effective control of pollution and sustainable water …

Assessment of surface water quality using the water quality index (IWQ), multivariate statistical analysis (MSA) and geographic information system (GIS) in Oued Laou …

HE Azhari, EK Cherif, O Sarti, EM Azzirgue, H Dakak… - Water, 2022 - mdpi.com
Surface water is used for a variety of purposes, including agriculture, drinking water, and
other services. Therefore, its quality is crucial for irrigation, human welfare, and health. Thus …