[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 …

Daily river flow simulation using ensemble disjoint aggregating M5-Prime model

K Khosravi, N Attar, SM Bateni, C Jun, D Kim… - Heliyon, 2024 - cell.com
Accurate prediction of daily river flow (Q t) remains a challenging yet essential task in
hydrological modeling, particularly crucial for flood mitigation and water resource …

Sustainable groundwater potential zoning with integrating GIS, remote sensing, and AHP model: A case from north-central Bangladesh

U Priya, MA Iqbal, MA Salam, M Nur-E-Alam, MF Uddin… - Sustainability, 2022 - mdpi.com
Groundwater is one of the most valuable natural resources, and the most dependable
source of fresh water. For sustainable groundwater management, the present study aimed to …

Groundwater potential map** in the Central Highlands of Vietnam using spatially explicit machine learning

TX Bien, A Jaafari, T Van Phong, PT Trinh… - Earth Science …, 2023 - Springer
The sustainability of water resource management remains challenging in many regions
around the world. Yet while the significance of groundwater potential maps in water …

Groundwater potential map** in Jashore, Bangladesh

K Fatema, MAR Joy, FMR Amin, SK Sarkar - Heliyon, 2023 - cell.com
The global groundwater crisis is a perplexing issue, and for its resolution, it is of the utmost
importance for delineating groundwater potential zones. This research aims to create a …

Enhancing groundwater potential zone map** with a hybrid analytical method: the case of semiarid basin

B Zerouali, N Bailek, ARMT Islam, OM Katipoğlu… - Groundwater for …, 2024 - Elsevier
Groundwater resource management is a critical component of sustainable water use,
necessitating accurate and nuanced map** of groundwater potential zones. This study …

Groundwater level fluctuations and associated influencing factors in Rangpur District, Bangladesh, using modified Mann-Kendall and GIS-based AHP technique

MM Monir, SC Sarker, SK Sarkar, M Ahmed… - Theoretical and Applied …, 2023 - Springer
Abstract Analysis of groundwater level fluctuations is critical to understanding groundwater
system dynamics and the factors that cause groundwater level fluctuations. Although most of …

Groundwater level estimation in northern region of Bangladesh using hybrid locally weighted linear regression and Gaussian process regression modeling

A Elbeltagi, R Salam, SC Pal, B Zerouali… - Theoretical and Applied …, 2022 - Springer
Urban groundwater resources (GWRs) have declined substantially in recent decades, due to
rapid urbanization, population growth, groundwater exploitation, land use/land cover …

Application of Integrated Artificial Intelligence Geographical Information System in Managing Water Resources: A Review

M Sapitang, H Dullah, SD Latif, JL Ng, YF Huang… - Remote Sensing …, 2024 - Elsevier
Climate change has exacerbated the water resources situation by producing erratic rainfall
patterns, fading away ice sheets, increasing sea levels, floods, and droughts. Rising …

A novel hybrid random forest linear model approach for forecasting groundwater fluoride contamination

MB Nafouanti, J Li, EE Nyakilla… - … Science and Pollution …, 2023 - Springer
Groundwater quality in the Datong basin is threatened by high fluoride contamination.
Laboratory analysis is a standard method for estimating groundwater quality parameters …