Superior performance of hybrid model in ungauged basins for real-time hourly water level forecasting – A case study on the Lancang-Mekong mainstream
Author:
Funder
Ministry of Science and Technology of the People's Republic of China
Ministry of Water Resources of the People's Republic of China
Publisher
Elsevier BV
Reference70 articles.
1. Coupling a hybrid CNN-LSTM deep learning model with a boundary corrected maximal overlap discrete wavelet transform for multiscale Lake water level forecasting;Barzegar;J. Hydrol.,2021
2. Quantifying local rainfall dynamics and uncertain boundary conditions into a nested regional-local flood modeling system;Bermúdez;Water Resour. Res.,2017
3. Accurate medium-range global weather forecasting with 3D neural networks;Bi;Nature,2023
4. Comparison of different ANN (FFBP, GRNN, RBF) algorithms and multiple linear regression for daily streamflow prediction in Kocasu River;Burgan;Turkey. Fresenius Environ. Bull,2022
5. The importance of short lag-time in the runoff forecasting model based on long short-term memory;Chen;J. Hydrol.,2020
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1. Attribution of hydrological droughts in large river-connected lakes: Insights from an explainable machine learning model;Science of The Total Environment;2024-11
2. Interpretable machine learning on large samples for supporting runoff estimation in ungauged basins;Journal of Hydrology;2024-08
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