[HTML][HTML] Harnessing machine learning for assessing climate change influences on groundwater resources: a comprehensive review

A Bamal, MG Uddin, AI Olbert - Heliyon, 2024 - cell.com
Climate change is a major concern for a range of environmental issues including water
resources especially groundwater. Recent studies have reported significant impact of …

[HTML][HTML] Develo** a novel tool for assessing the groundwater incorporating water quality index and machine learning approach

AM Sajib, MTM Diganta, A Rahman… - Groundwater for …, 2023 - Elsevier
Groundwater plays a pivotal role as a global source of drinking water. To meet sustainable
development goals, it is crucial to consistently monitor and manage groundwater quality …

[HTML][HTML] Data-driven modelling for assessing trophic status in marine ecosystems using machine learning approaches

MG Uddin, S Nash, A Rahman, T Dabrowski… - Environmental …, 2024 - Elsevier
Assessing eutrophication in coastal and transitional waters is of utmost importance, yet
existing Trophic Status Index (TSI) models face challenges like multicollinearity, data …

[HTML][HTML] Data-driven evolution of water quality models: An in-depth investigation of innovative outlier detection approaches-A case study of Irish Water Quality Index …

MG Uddin, A Rahman, FR Taghikhah, AI Olbert - Water Research, 2024 - Elsevier
Recently, there has been a significant advancement in the water quality index (WQI) models
utilizing data-driven approaches, especially those integrating machine learning and artificial …

[HTML][HTML] Assessing water quality of an ecologically critical urban canal incorporating machine learning approaches

AM Sajib, MTM Diganta, M Moniruzzaman… - Ecological …, 2024 - Elsevier
This study assessed water quality (WQ) in Tongi Canal, an ecologically critical and
economically important urban canal in Bangladesh. The researchers employed the Root …

[HTML][HTML] Assessment of human health risk from potentially toxic elements and predicting groundwater contamination using machine learning approaches

MG Uddin, MH Imran, AM Sajib, MA Hasan… - Journal of Contaminant …, 2024 - Elsevier
Abstract The Rooppur Nuclear Power Plant (RNPP) at Ishwardi, Bangladesh is planning to
go into operation within 2024 and therefore, adjacent areas of RNPP is gaining adequate …

Assessing surface water quality in Hungary's Danube basin using geochemical modeling, multivariate analysis, irrigation indices, and Monte Carlo simulation

O Saeed, A Székács, G Jordán, M Mörtl… - Scientific Reports, 2024 - nature.com
Abstract Evaluation of water quality is crucial for managing surface water effectively,
ensuring its suitability for human use, and sustaining the environment. In the lower Danube …

Optimisation and interpretation of machine and deep learning models for improved water quality management in Lake Loktak

S Talukdar, S Bera, MW Naikoo, GV Ramana… - Journal of …, 2024 - Elsevier
Loktak Lake, one of the largest freshwater lakes in Manipur, India, is critical for the eco-
hydrology and economy of the region, but faces deteriorating water quality due to …

[HTML][HTML] Unraveling the impacts of multiscale landscape patterns and socioeconomic development on water quality: A case study of the National Sustainable …

X Pu, Q Cheng - Journal of Hydrology: Regional Studies, 2024 - Elsevier
Abstract Study region National Sustainable Development Agenda Innovation Demonstration
Zone in Lincang City, Southwest China Study focus Revealing the current water quality …

[HTML][HTML] Groundwater quality assessment for drinking and irrigation purposes and its human health risks in the Sevathur mine region, south India

VN Prapanchan, T Subramani, D Karunanidhi… - Desalination and Water …, 2024 - Elsevier
In this research, 35 samples of groundwater were collected and subjected to analysis with
the aim of assessing its appropriateness for both drinking and irrigation purposes in …