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 |