A novel smoothing-based deep learning time-series approach for daily suspended sediment load prediction
Precise assessment of suspended sediment load (SSL) is vital for many applications in
hydrological modeling and hydraulic engineering. In this study, a smoothed long short-term …
hydrological modeling and hydraulic engineering. In this study, a smoothed long short-term …
A systematic review of deep learning applications in streamflow data augmentation and forecasting
The volume and variety of Earth data have increased as a result of growing attention to
climate change and, subsequently, the availability of large-scale sensor networks and …
climate change and, subsequently, the availability of large-scale sensor networks and …
Prediction of Water Level Using Machine Learning and Deep Learning Techniques
Forecasting the water levels in rivers and lakes is critical for flood warnings and water-
resource management. Many soft computing techniques have been implemented for the …
resource management. Many soft computing techniques have been implemented for the …
Application of wavelet-based multivariate long short-term memory models in prediction of stage for Teesta River, India
S Chakraborty, S Biswas - Journal of Hydroinformatics, 2024 - iwaponline.com
River stage prediction is indispensably a challenging task in flood-prone river basins to
disseminate accurate early warning in advance. In this study, multivariate wavelet-based …
disseminate accurate early warning in advance. In this study, multivariate wavelet-based …
Comparative Analysis of Statistical and Recurrent Neural Network Models for Short-Term River Level Forecasting in the Paraguay River
DH Stalder, M Pasten… - 2023 IEEE Latin …, 2023 - ieeexplore.ieee.org
The accurate short-term forecast of river levels is crucial in mitigating flood and drought risks
and supporting the ecosystem, transportation, and national production. However …
and supporting the ecosystem, transportation, and national production. However …
Multi-input LSTM for water level forecasting in Black River at the border of Vietnam-China
TTH Yen, NX An, NQ Dat… - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
Black River is an important section in the river system in Northern Vietnam with three of the
Vietnamese biggest hydroelectric dams along its bank. Additionally, it plays an …
Vietnamese biggest hydroelectric dams along its bank. Additionally, it plays an …