Large-scale flash flood warning in China using deep learning

CMORPH: A Method that Produces Global Precipitation Estimates from Passive Microwave and Infrared Data at High Spatial and Temporal Resolution

Robert J. Joyce, John E. Janowiak, Phillip A. Arkin et al. · Journal of Hydrometeorology · 2004 · 3.2K citations

Natural Sciences, Earth Sciences, Meteorology +17

Learning to forget: continual prediction with LSTM

Felix A. Gers · 1999 · 2.4K citations

Computing, Computer Science, Machine Learning +9

Rainfall–runoff modelling using Long Short-Term Memory (LSTM) networks

Frederik Kratzert, Daniel Klotz, Claire Brenner et al. · Hydrology and earth system sciences · 2018 · 1.8K citations · Full text

Natural Resources, Earth Sciences, Hydrology +11

A high‐accuracy map of global terrain elevations

Dai Yamazaki, Daiki Ikeshima, Ryunosuke Tawatari et al. · Geophysical Research Letters · 2017 · 1.6K citations · Full text

Computing, Earth Sciences, Geoinformatics +17

Flood Prediction Using Machine Learning Models: Literature Review

Water · 2018 · 1.3K citations · Full text

Natural Resources, Hydrology, Forecasting +8