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Table 6 Mean absolute error of the prediction for the different hydrological phases of the record-breaking 2006 flood and the flood in 2013

From: Water level prediction using long short-term memory neural network model for a lowland river: a case study on the Tisza River, Central Europe

Day

Required precision (cm)

MAE (cm) for the phases of the 2006 flood

MAE (cm) for the phases of the 2013 flood

Rising

Peak

Falling

Rising

Peak

Falling

First

 ± 5

6.2

2.2

3.4

6.2

2.2

2.1

Third

 ± 15

17.6

9.7

13.2

18.2

9.3

5.0

Fifth

 ± 25

39.2

31.1

21.2

43.0

15.4

12.3

Seventh

 ± 35

70.6

55.3

34.3

78.7

21.3

30.3