Model

WeatherStation

RMSE

R

MBE

RMSE%

Empirical Model

El Colmentara

3.69

0.87

0.17

11.71

Santa Ana

4.28

0.88

−2.54

14.80

Pueblo Viejo

3.78

0.89

−1.54

12.14

Monte Redondo

4.19

0.88

−2.00

13.04

Casas Viejas

3.57

0.89

−1.23

11.28

Linear Regression

El Colmentara

2.92

0.92

0.01

9.28

Santa Ana

3.26

0.92

−1.56

11.28

Pueblo Viejo

3.15

0.92

−0.97

10.12

Monte Redondo

3.39

0.91

−1.05

10.56

Casas Viejas

2.93

0.92

−0.55

9.26

Neural Network

El Colmentara

2.55

0.94

0.07

8.11

Santa Ana

2.91

0.93

−1.37

10.06

Pueblo Viejo

2.72

0.94

−0.80

8.72

Monte Redondo

2.96

0.92

−0.28

9.21

Casas Viejas

2.74

0.93

−0.16

8.65