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Table 1

The differences between the training, validation, and testing phases as well as the simulation and forecasting stages

StagePeriodTime range
Simulation Warm-up period 3 h data of flood seasona in 2012 
Training period 3 h data of flood season during 2013 up to 2016 
Validation period 3 h data of flood season during 2017 up to 2019 
Forecasting Test period 3 h data at 11:00, 14:00, 17:00, and 20:00 for each day in flood season during 2017 up to 2019 
StagePeriodTime range
Simulation Warm-up period 3 h data of flood seasona in 2012 
Training period 3 h data of flood season during 2013 up to 2016 
Validation period 3 h data of flood season during 2017 up to 2019 
Forecasting Test period 3 h data at 11:00, 14:00, 17:00, and 20:00 for each day in flood season during 2017 up to 2019 

aFlood season spans from 1 May to 31 October.

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