Table 3.
Predicting variables used in building up the spatial and temporal models.
| Model | Variables | Test AUC | R2 | AICc |
|---|---|---|---|---|
| Spatial Model | Bio 1, 2, 4, 6, 7, 11, 13, 17, 18, NFWL, RU, TD | 0.71 | 0.82 | 505.01 |
| April | Bio 11, 12, 14, 15, 8 | 0.77 | 0.75 | 79.05 |
| May | Alt, Bio 8, 11, 12, 14, 15, NFWL | 0.74 | 0.85 | 71.53 |
| June | Alt, Bio 11, 14, 2, 8, OUBL | 0.73 | 0.81 | 80.57 |
| July | bio14, 15, 8, 9, OUBL | 0.77 | 0.83 | 73.28 |
| August | bio11, 12, ,15, 8, 9, OUBL, RU | 0.8 | 0.93 | 60.67 |
| September | Bio 8, 11, 12 | 0.79 | 0.58 | 88.26 |
| October | Bio 1, 8, 12 | 0.75 | 0.55 | 81.30 |
| November | Bio 2, 8 | 0.78 | 0.52 | 84.34 |
| December | Bio 8, 12 | 0.71 | 0.42 | 80.95 |