An improved flood forecasting system with cluster based visualization and analyzing using GK-ANFIS and CGDNN

Flood Prediction Using Machine Learning Models: Literature Review

Water · 2018 · 1.3K citations · Full text

Natural Resources, Hydrology, Forecasting +8

Interpretable spatio-temporal attention LSTM model for flood forecasting

Yukai Ding, Yuelong Zhu, Jun Feng et al. · Neurocomputing · 2020 · 421 citations

Natural Resources, Hydrology, Forecasting +10

Exploring a Long Short-Term Memory based Encoder-Decoder framework for multi-step-ahead flood forecasting

I-Feng Kao, Yanlai Zhou, Li‐Chiu Chang et al. · Journal of Hydrology · 2020 · 392 citations · Full text

Natural Resources, Hydrology, Meteorology +16

Survey of computational intelligence as basis to big flood management: challenges, research directions and future work

Farnaz Fotovatikhah, Manuel Herrera, Shahaboddin Shamshirband et al. · Engineering Applications of Computational Fluid Mechanics · 2018 · 348 citations · Full text

Computing, Computer Science, Artificial Intelligence +10

Predicting Standardized Streamflow index for hydrological drought using machine learning models

S. Shamshirband, Sajjad Hashemi, Hana Salimi et al. · Engineering Applications of Computational Fluid Mechanics · 2020 · 296 citations · Full text

Natural Resources, Hydrology, Visualization +17