Researchers have been developing physical and machine learning models for decades to predict runoff using rainfall data sets, and this study presents an application of a prediction model based on LSTM and the seq2seq structure to estimate hourly rainfall‐runoff.

LSTM = Long Short-Term Memory

seq2seq = sequence to sequence modeling