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Table 6 Performance value of the models for annual rainfall

From: Regional climate models and bias correction methods for rainfall-runoff modeling in Katar watershed, Ethiopia

RCM methods

Annual rainfall

PBIAS (%)

RMSE (mm year−1)

MAE (mm year−1)

R2 (–)

Observed

864.62

–

–

–

–

CCCma-CanESM2

1198.29

38.59

386.35

349.56

0.12

CCLM4-CNRM

2234.04

158.38

1435.69

1434.63

− 0.24

RCA4-CSIRO

2673.63

209.23

1893.53

1895.15

− 0.03

RCA4-ICHEC

3094.74

257.93

2320.25

2336.36

− 0.45

CCLM4-ICHEC

861.23

− 10.39

202.89

180.936

− 0.35

GERICS-ICHEC

1227.00

41.91

383.17

379.64

0.27

GERICS-IPSL

1660.24

92.02

855.55

833.50

0.22

GERICS-MPI

929.19

7.50

94.10

81.20

0.35

RAC4-NOAA-2G

964.46

11.55

131.8

112.00

0.30

GERICS-NOAA-2 M

2607.01

201.52

1815.57

1825.36

0.17

CCLM4-MOHC

432.58

− 49.97

462.69

452.61

0.07

CCLM4-NCC-AFR-22

929.74

7.53

139.3

118.80

0.30

CCCma-CanESM2-AFR22

1310.93

51.62

504.84

467.56

0.03

HadGEM2-ES-AFR-22

1280.42

48.09

515.31

435.60

− 0.08