Deep learning in hydrology and water resources disciplines: Concepts, methods, applications, and research directions

KP Tripathy, AK Mishra - Journal of Hydrology, 2024 - Elsevier
Over the past few years, Deep Learning (DL) methods have garnered substantial
recognition within the field of hydrology and water resources applications. Beginning with a …

A comprehensive review of deep learning applications in hydrology and water resources

M Sit, BZ Demiray, Z ** 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 …

Coupling a hybrid CNN-LSTM deep learning model with a boundary corrected maximal overlap discrete wavelet transform for multiscale lake water level forecasting

R Barzegar, MT Aalami, J Adamowski - Journal of Hydrology, 2021 - Elsevier
Develo** accurate lake water level (WL) forecasting models is important for flood control,
shoreline maintenance and sustainable water resources planning and management. In this …