SR | Tavg | Tmax | RH | U2 | Ra | VPD | #D | |
---|---|---|---|---|---|---|---|---|
ETo | 0.94 | 0.66 | 0.72 | −0.69 | 0.05 | 0.62 | 0.82 | −0.41 |
Model | Radiation | R2 | Slope | MSE | RMSE |
---|---|---|---|---|---|
Regression trees | + | 0.911 | 0.911 | 0.108 | 0.329 |
− | 0.813 | 0.813 | 0.228 | 0.478 | |
Boosted trees | + | 0.942 | 0.931 | 0.073 | 0.269 |
− | 0.834 | 0.825 | 0.205 | 0.453 | |
Random forests | + | 0.952 | 0.895 | 0.066 | 0.256 |
− | 0.841 | 0.799 | 0.207 | 0.455 | |
Artificial neural networks | + | 0.963 | 0.947 | 0.023 | 0.152 |
− | 0.870 | 0.843 | 0.082 | 0.286 |