A systematic review and meta-analysis of groundwater level forecasting with machine learning techniques: Current status and future directions

JL Uc-Castillo, AE Marín-Celestino… - … Modelling & Software, 2023‏ - Elsevier
Accurate and reliable groundwater level (GWL) forecasting is crucial for develo**
strategies and managing water resources. In recent years, Machine Learning (ML) has …

Groundwater monitoring through citizen science: a review of project designs and results

S Nath, S Kirschke - Groundwater, 2023‏ - Wiley Online Library
Citizen science is increasingly prominent in the field of freshwater monitoring. Although
there is a large body of literature related to surface water monitoring, less experience exists …

[PDF][PDF] Effect of recharge and abstraction on groundwater levels

R Nyakundi, M Nyadawa, J Mwangi - Civil Engineering Journal, 2022‏ - academia.edu
Groundwater constitutes 99% of all liquid freshwater globally that is available for human use.
Groundwater levels in the Nairobi aquifer system (NAS) have been declining over time …

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 …

Insight into urban river water quality using ecological risk assessment based on risk quotient

BK Karki, L Philip, K Karki, A Ghimire - Water Conservation Science and …, 2024‏ - Springer
The ecological integrity of urban rivers, especially in develo** countries, has deteriorated
more recently due to anthropogenic activities. The holy Bagmati River (Kathmandu, Nepal) …

Assessing surface urban heat island related to land use/land cover composition and pattern in the temperate mountain Valley City of Kathmandu, Nepal

S Karunaratne, D Athukorala, Y Murayama… - Remote Sensing, 2022‏ - mdpi.com
Rapid urban growth has coincided with a substantial change in the environment, including
vegetation, soil, and urban climate. The surface urban heat island (UHI) is the temperature in …

Tap water quality degradation in an intermittent water supply area

BM Shakya, T Nakamura, S Shrestha, S Pathak… - Water, Air, & Soil …, 2022‏ - Springer
Decentralized tap water systems are an important drinking water source worldwide. A good
quality, high-pressure continuous water supply (CWS) is always the target of any urban …

Governance and policy responses to anthropogenic and climate pressures on groundwater resources in the Greater Mekong Subregion urbanizing cities

P Muenratch, TPL Nguyen, S Shrestha… - Groundwater for …, 2022‏ - Elsevier
Groundwater has become a major source of freshwater for supporting socio-economic
development in the rapidly urbanizing cities of the Greater Mekong Subregion (GMS) …

[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 …