Journal article
Groundwater level forecasting in response to climate change scenarios in southwestern Saskatchewan using wavelet decomposition and artificial neural networks
Abstract
Global warming has intensified extreme climate events, including prolonged droughts, altering precipitation patterns and threatening groundwater resources. Additional stresses from economic development, population growth, and land use changes exacerbate groundwater depletion, often exceeding recharge rates. This study develops a hybrid artificial neural networks (ANN) and wavelet decomposition (WA) model to forecast long-term groundwater levels …
Authors
Okasha AS; Khafagy M; Schuster-Wallace C; Dickson-Anderson S
Journal
Groundwater for Sustainable Development, Vol. 31, ,
Publisher
Elsevier
Publication Date
11 2025
DOI
10.1016/j.gsd.2025.101550
ISSN
2352-801X