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Table 2

ANN model input combinations selected by gamma test

Lead timeOutputSimulationForecast
1 d Qf,t+1 Qo,t−2, Qo,t−1, Qo,t, Po,t−2, Po,t−1, Po,t Qo,t−2, Qo,t−1, Qo,t, Po,t−2, Po,t−1, Pf,t 
2 d Qf,t+2 Qo,t−1, Qo,t, Po,t−1, Po,t, Po,t+1 Qo,t−1, Qo,t, Po,t−1, Pf,t, Pf,t+1 
3 d Qf,t+3 Qo,t, Po,t, Po,t+1, Po,t+2 Qo,t, Pf,,t, Pf,t+1, Pf,t+2 
Lead timeOutputSimulationForecast
1 d Qf,t+1 Qo,t−2, Qo,t−1, Qo,t, Po,t−2, Po,t−1, Po,t Qo,t−2, Qo,t−1, Qo,t, Po,t−2, Po,t−1, Pf,t 
2 d Qf,t+2 Qo,t−1, Qo,t, Po,t−1, Po,t, Po,t+1 Qo,t−1, Qo,t, Po,t−1, Pf,t, Pf,t+1 
3 d Qf,t+3 Qo,t, Po,t, Po,t+1, Po,t+2 Qo,t, Pf,,t, Pf,t+1, Pf,t+2 

*Qf,t: Reservoir inflow forecast at time t; Qo,t: Observed reservoir inflow at time t; Po,t: Gauged precipitation during the tth time interval; Pf,t: Precipitation prediction during the tth time interval.

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