[HTML][HTML] A review of the application of machine learning in water quality evaluation

M Zhu, J Wang, X Yang, Y Zhang, L Zhang… - Eco-Environment & …, 2022 - Elsevier
With the rapid increase in the volume of data on the aquatic environment, machine learning
has become an important tool for data analysis, classification, and prediction. Unlike …

Indices and models of surface water quality assessment: Review and perspectives

T Yan, SL Shen, A Zhou - Environmental Pollution, 2022 - Elsevier
Many technologies have been designed to monitor, evaluate, and improve surface water
quality, as high-quality water is essential for human activities including agriculture, livestock …

An integrated approach to explore the suitability of nitrate-contaminated groundwater for drinking purposes in a semiarid region of India

B Panneerselvam, K Muniraj, K Duraisamy… - Environmental …, 2023 - Springer
The main objective of the present study is to perform risk assessment of groundwater
contaminated by nitrate (NO3−) and evaluate the suitability of groundwater for domestic …

[HTML][HTML] Application of stable isotopes, mixing models, and K-means cluster analysis to detect recharge and salinity origins in Siwa Oasis, Egypt

MH Eid, M Eissa, EA Mohamed, HS Ramadan… - Groundwater for …, 2024 - Elsevier
Waterlogging, soil salinization, and groundwater depletion in non-rechargeable aquifers are
among the causes endangering the sustainability of Siwa Oasis. The water resources …

Combining data-intelligent algorithms for the assessment and predictive modeling of groundwater resources quality in parts of southeastern Nigeria

JC Egbueri, JC Agbasi - Environmental Science and Pollution Research, 2022 - Springer
Abstract Machine learning algorithms have proven useful in the estimation, classification,
and prediction of water quality parameters. Similarly, indexical modeling has enhanced the …

Assessment of PTEs in water resources by integrating HHRISK code, water quality indices, multivariate statistics, and ANNs

JC Agbasi, JC Egbueri - Geocarto international, 2022 - Taylor & Francis
The use of contaminated water for drinking and sanitary purposes can be detrimental to
human health. In this article, the Human Health Risk (HHRISK) code was applied, alongside …

Retracted: Enhancing waste management and prediction of water quality in the sustainable urban environment using optimized algorithm of least square support …

S Zhang, AH Omar, AS Hashim, T Alam, HAEW Khalifa… - 2023 - Elsevier
Following an investigation into a number of papers published as part of the Urban
Groundwater Special Issue in Urban Climate, it became evident that the names of two co …

Towards sustainable industrial development: modelling the quality, scaling potential and corrosivity of groundwater using GIS, spatial statistics, soft computing and …

JC Agbasi, M Abu, JC Egbueri - Environment, development and …, 2024 - Springer
Abstract Sustainable Development Goals 6 and 9 emphasize the critical role of maintaining
high-quality groundwater for industrial processes. This study aims to contribute to these …

Unlocking the hidden potential: groundwater zone map** using AHP, remote sensing and GIS techniques

RS Shelar, SB Nandgude, CB Pande… - … , Natural Hazards and …, 2023 - Taylor & Francis
Groundwater resource problems are increasing development and planning challenges due
to climate change and overexploitation, necessitating assessments of their potential and …

Evaluating groundwater pollution with emphasizing heavy metal hotspots in an urbanized alluvium watershed of Yamuna River, northern India

S Ahmed, N Akhtar, A Rahman, NC Mondal… - Environmental …, 2022 - Elsevier
For the management and prevention of groundwater pollution in the basin, a comprehensive
evaluation of groundwater contamination hazards is required. The anthropogenic activities …