A comprehensive review of conventional, machine leaning, and deep learning models for groundwater level (GWL) forecasting

J Khan, E Lee, AS Balobaid, K Kim - Applied Sciences, 2023 - mdpi.com
Groundwater level (GWL) refers to the depth of the water table or the level of water below the
Earth's surface in underground formations. It is an important factor in managing and …

Application of machine learning models in groundwater quality assessment and prediction: progress and challenges

Y Huang, C Wang, Y Wang, G Lyu, S Lin, W Liu… - … Science & Engineering, 2024 - Springer
Groundwater quality assessment and prediction (GQAP) is vital for protecting groundwater
resources. Traditional GQAP methods can not adequately capture the complex relationships …

Numerical Modeling of Groundwater Dynamics and Management Strategies for the Sustainable Groundwater Development in Water-Scarce Agricultural Region of …

A Raheem, I Ahmad, A Arshad, J Liu, ZU Rehman… - Water, 2023 - mdpi.com
Focusing on the Lower Bari Doab Canal (LBDC) command area, characterized by its heavy
reliance on agriculture, this study addresses the critical issue of groundwater table …

Reconstructing Groundwater Storage Changes in the North China Plain Using a Numerical Model and GRACE Data

J Zhang, L Hu, J Sun, D Wang - Remote Sensing, 2023 - mdpi.com
Groundwater has been extensively exploited in the North China Plain (NCP) since the
1970s, leading to various environmental issues. Numerous studies have utilized Gravity …

Monitoring of the Groundwater Level using GRACE with GLDAS Satellite Data in Ganga Plain, India to Understand the Challenges of Groundwater, Depletion …

PK Gautam, S Chandra, PK Henry - Environmental Challenges, 2024 - Elsevier
A sub-surface hydrogeological investigation conducted in the Gangetic Plain of India would
involve studying the groundwater resources, aquifer characteristics, and overall …

Challenges and opportunities for enhancing groundwater data access and usability in low-and middle-income countries: insights and recommendations from WaSH …

A Gregory, E Kelly, S Landa, DM Muthike… - Journal of Water …, 2024 - iwaponline.com
Groundwater provides more than half of all water for drinking and irrigation worldwide.
Monitoring and managing groundwater resources is essential to achieve the Sustainable …

[HTML][HTML] A critical review on groundwater level depletion monitoring based on GIS and data-driven models: Global perspectives and future challenges

MM Monir, SC Sarker, ARMT Islam - HydroResearch, 2024 - Elsevier
The present study aims to thoroughly review GWL depletion monitoring studies completed
between 2000 and 2023 based on data-driven models and GIS approaches from a global …

Impact of Red Sludge Dumps, Originating from Industrial Activity, on the Soil and Underground Water

OS Mintaș, C Simeanu, O Berchez, DC Marele… - Water, 2023 - mdpi.com
In the aluminum industry, one of the most sensitive economic and environmental problems is
the management of resulting waste such as slag, ash and sludge, which become potential …

[HTML][HTML] Bridging gaps in groundwater management in International River Basin Districts (IRBDs)–through harmonized monitoring and data sharing

B Flem, I Bukovska, J Demidko, P Gundersen… - Journal of Hydrology …, 2023 - Elsevier
Study region Europe, with focus on Scandinavia (Denmark, Norway, Sweden), the Baltic
countries (Estonia, Latvia, Lithuania), Finland, Poland, and Ukraine. Study focus The Water …

A novel framework for heterogeneity decomposition and mechanism inference in spatiotemporal evolution of groundwater storage: Case study in the North China …

X Zhao, Y Yu, J Cheng, K Ding, Y Luo… - Water Resources …, 2024 - Wiley Online Library
Properly understanding the evolution mechanisms of groundwater storage anomaly (GWSA)
is the basis of making effective groundwater management strategies. However, current …