Recent advances in groundwater pollution research using machine learning from 2000 to 2023: a bibliometric analysis

X Li, G Liang, B He, Y Ning, Y Yang, L Wang… - Environmental …, 2024 - Elsevier
Groundwater pollution has become a global challenge, posing significant threats to human
health and ecological environments. Machine learning, with its superior ability to capture …

Machine learning-enhanced GALDIT modeling for the Nile Delta aquifer vulnerability assessment in the Mediterranean region

ZES Salem, NA Arafa, AL Abdeldayem… - Groundwater for …, 2025 - Elsevier
Mega-delta aquifers face increasing salinization risks from overexploitation and erratic
climate change globally. This study integrates the GALDIT framework with machine learning …

Predictive modeling of fractional plankton-assisted cholera propagation dynamics using Bayesian regularized deep cascaded exogenous neural networks

A Sultan, MJAA Raja, CY Chang, CM Shu… - Process Safety and …, 2025 - Elsevier
Cholera infectious disease spread through water sanitation containing zooplankton carrying
Vibrio Cholerae is a significant global threat, underscoring the urgent need for effective …

Geochemical and isotopic studies of the Douda-Damerjogue aquifer (Republic of Djibouti): Origin of high nitrate and fluoride, spatial distribution, associated health risk …

MO Awaleh, T Boschetti, C Marlin, MA Robleh… - Science of The Total …, 2025 - Elsevier
Abstract Groundwater from the East African Rift System (EARS), for which there is limited
data available, is often characterized by high levels of dissolved fluoride and nitrate, which …

[HTML][HTML] Assessing groundwater quality and suitability in Qatar: Strategic insights for sustainable water management and environmental protection

S Aloui, A Zghibi, A Mazzoni, AS Abushaikha… - Environmental and …, 2025 - Elsevier
Groundwater resources in arid regions are crucial for water and food security and the
maintenance of ecosystem services but face significant challenges from overexploitation …

[HTML][HTML] A Novel Method to Forecast Nitrate Concentration Levels in Irrigation Areas for Sustainable Agriculture

H Karahan, M Erkan Can - Agriculture, 2025 - mdpi.com
This study developed an ANN-based model to predict nitrate concentrations in drainage
waters using parameters that are simpler and more cost-effective to measure within the …

Comparative Assessment of Machine Learning Models for Groundwater Quality Prediction Using Various Parameters

M Niazkar, R Piraei, MR Goodarzi, MJ Abedi - Environmental Processes, 2025 - Springer
This study aims to assess performances of eleven Machine Learning (ML) methods in
predicting the Groundwater Quality Index (GWQI) for Yazd, an arid province in Iran. The ML …

[PDF][PDF] Environmental and Sustainability Indicators

S Aloui, A Zghibi, A Mazzoni, AS Abushaikha, A Elomri - researchgate.net
Groundwater resources in arid regions are crucial for water and food security and the
maintenance of ecosystem services but face significant challenges from overexploitation …

" Integrating AHP and geospatial data analysis for map** groundwater potential in tropical coastal villages of Thiruvananthapuram, Southern India

S Richard Abishek - Springer
In response to the constraints imposed by limited surface water access, coastal communities
increasingly understand the requirement to investigate and manage groundwater resources …