Machine learning-based monitoring and design of managed aquifer rechargers for sustainable groundwater management: scope and challenges

AG Sheik, A Kumar, AG Sharanya, SR Amabati… - … Science and Pollution …, 2024 - Springer
Managed aquifer recharge (MAR) replenishes groundwater by artificially entering water into
subsurface aquifers. This technology improves water storage, reduces over-extraction, and …

Enhanced desalination with polyamide thin-film membranes using ensemble ML chemometric methods and SHAP analysis

J Usman, SI Abba, FJ Abdu, LT Yogarathinam… - RSC …, 2024 - pubs.rsc.org
Addressing global freshwater scarcity requires innovative technological solutions, among
which desalination through thin-film composite polyamide membranes stands out. The …

AI-Powered Water Quality Index Prediction: Unveiling Machine Learning Precision in Hyper-Arid Regions

T Ahmad, L Ali, D Alshamsi, A Aldahan… - Earth Systems and …, 2024 - Springer
Water is a vital resource essential for all life, and its quality has been compromised by
pollution and contamination in recent decades. The Water Quality Index (WQI) is crucial for …

Influence of membrane characteristics and operational parameters on predictive control of permeance and rejection rate using explainable artificial intelligence (XAI)

AM Jibrin, IA Khan, A Bashir, M Al-Suwaiyan, J Usman… - Next Research, 2025 - Elsevier
Membrane technology provides viable solutions for water treatment and desalination yet
predicting membrane performance remains challenging due to complex interactions …

Prediction of Abidjan Groundwater Quality Using Machine Learning Approaches: An Exploratory Study

DGE Kressy - Intelligent Control and Automation, 2024 - scirp.org
Continuous groundwater quality monitoring poses significant challenges affecting the
environment and public health. Groundwater in Abidjan, specifically from the Continental …