Table 2.
Results of performance tests of different combinations of variables.
| Variables | Performance tests | POL_SK | RLMULTI_ST | POL_ST | RED_N |
|---|---|---|---|---|---|
| Tmin, Tmax, Hu (Combination 13) | Coefficient of correlation | 0.80 | 0.80 | 0.80 | 0.78 |
| R2 correlation | 0.63 | 0.64 | 0.63 | 0.60 | |
| RMSE | 0.38 | 0.37 | 0.38 | 0.47 | |
| Tmin, Hu, Ra (Combination 8) | Coefficient of correlation | 0.88 | 0.84 | 0.88 | 0.88 |
| R2 correlation | 0.77 | 0.71 | 0.77 | 0.77 | |
| RMSE | 0.30 | 0.33 | 0.30 | 0.55 | |
| Tmin, Hu, Vel (Combination 9) | Coefficient of correlation | 0.85 | 0.75 | 0.85 | 0.83 |
| R2 correlation | 0.72 | 0.56 | 0.72 | 0.69 | |
| RMSE | 0.33 | 0.43 | 0.33 | 0.59 | |
| Tmin, Ra, Vel (Combination 7) | Coefficient of correlation | 0.99 | 0.99 | 0.99 | 0.99 |
| R2 correlation | 0.97 | 0.97 | 0.97 | 0.97 | |
| RMSE | 0.11 | 0.10 | 0.11 | 0.73 | |
| Tmed, Tmin, Hu (Combination 11) | Coefficient of correlation | 0.70 | 0.73 | 0.70 | 0.72 |
| R2 correlation | 0.49 | 0.54 | 0.49 | 0.51 | |
| RMSE | 0.44 | 0.42 | 0.44 | 0.87 | |
| Tmed, Hu, Ra (Combination 5) | Coefficient of correlation | 0.88 | 0.87 | 0.88 | 0.87 |
| R2 correlation | 0.78 | 0.76 | 0.78 | 0.77 | |
| RMSE | 0.29 | 0.31 | 0.29 | 0.58 | |
| Tmed, Hu, Vel (Combination 6) | Coefficient of correlation | 0.85 | 0.85 | 0.85 | 0.83 |
| R2 correlation | 0.73 | 0.72 | 0.73 | 0.69 | |
| RMSE | 0.32 | 0.33 | 0.32 | 0.65 | |
| Tmed, Ra, Vel (Combination 4) | Coefficient of correlation | 0.99 | 0.99 | 0.99 | 0.99 |
| R2 correlation | 0.98 | 0.98 | 0.98 | 0.98 | |
| RMSE | 0.09 | 0.09 | 0.09 | 0.53 | |
| Tmax, Tmed, Tmin (Combination 10) | Coefficient of correlation | 0.80 | 0.78 | 0.80 | 0.79 |
| R2 correlation | 0.63 | 0.61 | 0.63 | 0.63 | |
| RMSE | 0.38 | 0.39 | 0.38 | 0.67 | |
| Tmax, Tmedia, Hu (Combination 12) | Coefficient of correlation | 0.80 | 0.80 | 0.80 | 0.79 |
| R2 correlation | 0.63 | 0.64 | 0.63 | 0.63 | |
| RMSE | 0.38 | 0.37 | 0.38 | 0.65 | |
| Tmax, Hu, Ra (Combination 2) | Coefficient of correlation | 0.88 | 0.87 | 0.88 | 0.87 |
| R2 correlation | 0.78 | 0.76 | 0.78 | 0.76 | |
| RMSE | 0.29 | 0.30 | 0.29 | 0.67 | |
| Tmax, Hu, Vel (Combination 3) | Coefficient of correlation | 0.94 | 0.91 | 0.94 | 0.90 |
| R2 correlation | 0.88 | 0.83 | 0.88 | 0.82 | |
| RMSE | 0.22 | 0.26 | 0.22 | 0.66 | |
| Tmax, Ra, Vel (Combination 1) | Coefficient of correlation | 0.99 | 0.99 | 0.99 | 0.99 |
| R2 correlation | 0.99 | 0.98 | 0.99 | 0.98 | |
| RMSE | 0.07 | 0.08 | 0.07 | 0.57 |