A holistic review on the assessment of groundwater quality using multivariate statistical techniques

PS Patel, DM Pandya, M Shah - Environmental Science and Pollution …, 2023 - Springer
Water is an essential element in nature. It is used in drinking, irrigation, and industry mainly.
Human health is directly linked to groundwater quality and is affected by poor groundwater …

Prediction of groundwater quality using efficient machine learning technique

S Singha, S Pasupuleti, SS Singha, R Singh, S Kumar - Chemosphere, 2021 - Elsevier
To ensure safe drinking water sources in the future, it is imperative to understand the quality
and pollution level of existing groundwater. The prediction of water quality with high …

Prediction of weighted arithmetic water quality index for urban water quality using ensemble machine learning model

U Mohseni, CB Pande, SC Pal, F Alshehri - Chemosphere, 2024 - Elsevier
Urban water quality index (WQI) is an important factor for assessment quality of groundwater
in the urban and rural area. In this research, the Weighted Arithmetic Water Quality Index …

Applications of various data-driven models for the prediction of groundwater quality index in the Akot basin, Maharashtra, India

A Elbeltagi, CB Pande, S Kouadri… - Environmental Science and …, 2022 - Springer
Data-driven models are important to predict groundwater quality which is controlling human
health. The water quality index (WQI) has been developed based on the physicochemical …

Assessment and prediction of the water quality index for the groundwater of the Ghiss-Nekkor (Al Hoceima, Northeastern Morocco)

Y El Yousfi, M Himi, H El Ouarghi, M Aqnouy… - Sustainability, 2022 - mdpi.com
Water quality index (WQI) is the primary method applied to characterize water quality in the
world. The current study employed the statistical analysis and multilayer perceptron (MLP) …

Use of heavy metal content and modified water quality index to assess groundwater quality in a semiarid area

E Kamali Maskooni, M Naseri-Rad, R Berndtsson… - Water, 2020 - mdpi.com
Groundwater is a major source of drinking and agricultural water supply in arid and semiarid
regions. Poor groundwater quality can be a threat to human health especially when it is …

A fraction ranking-based multi-criteria decision-making method for water resource management under bipolar neutrosophic fuzzy environment

T Garai, H Garg, G Biswas - Artificial Intelligence Review, 2023 - Springer
Kolkata city is the capital of West Bengal, India. Due to improper administration, this city has
long been plagued by a drinking water shortage. The rapid urbanisation and population …

Groundwater suitability assessment based on water quality index and hydrochemical characterization of Suri Sadar Sub-division, West Bengal

S Sutradhar, P Mondal - Ecological Informatics, 2021 - Elsevier
For irrigation and drinking purposes, groundwater quality should be constantly controlled
such that the proper treatment process can minimize the risk of geochemical pollutants. The …

Groundwater quality assessment using geospatial technique based water quality index (WQI) approach in a coal mining region of India

A Kumar, AP Krishna - Arabian Journal of Geosciences, 2021 - Springer
Groundwater is one of the most valuable nature reserves globally and its availability and
quality are essential for the welfare of human beings. Anthropogenic activity has a significant …

Enhancing local-scale groundwater quality predictions using advanced machine learning approaches

A Yadav, A Raj, B Yadav - Journal of Environmental Management, 2024 - Elsevier
Assessing groundwater quality typically involves labor-intensive, time-consuming, and costly
laboratory tests, making real-time monitoring impractical, especially at the local level …