Table 2 Comparison of criteria in Conv encoder–decoder GRU with different period in Datong station.

From: Prediction of Yangtze River streamflow based on deep learning neural network with El Niño–Southern Oscillation

Year

 

6 m min pd

12 m min pd

18 m min pd

24 m min pd

1998

RMSE

12,074.85

10,430.62

7249.87

9954.34

WI

0.88

0.92

0.97

0.94

LMI

0.52

0.52

0.66

0.52

R2

0.67

0.75

0.88

0.77

2016

RMSE

6618.38

5957.79

5610.82

5462.29

WI

0.95

0.97

0.97

0.97

LMI

0.62

0.63

0.68

0.66

R2

0.82

0.86

0.87

0.88

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