Table 2 Estimates of relative contributions of the predictor environmental variables to the RF, CART, BRT, GLM, and GAM models. Melitta leporina (ML), Megachile maritima (MM), Halictus tetrazonianellus Strand (HT), Anthidium florentinum (AF), Megachile rubripes Morawitz
Species | Model | Bio3 | Bio4 | Bio5 | Bio6 | Bio8 | Bio12 | Bio15 | Bio18 |
|---|---|---|---|---|---|---|---|---|---|
ML | RF | 10.4% | 5.3% | 1.1% | 2.9% | 1.7% | 5.1% | 2.3% | 4.2% |
| Â | GLM | 7.5% | 17.5% | 15.8% | 27.7% | 20.4% | 1.1% | 8% | 6.4% |
| Â | GAM | 18.2% | 13.2% | 14.7% | 31% | 6.1% | 4.8% | 15.3% | 11.15% |
| Â | BRT | 14.5% | 3.3% | 1.5% | 9.9% | 4.6% | 2.6% | 1.9% | 7.3% |
| Â | CART | 20.4% | 2.2% | 5.4% | 7.6% | 5.8% | 7% | 0.6% | 9% |
MM | RF | 5.9% | 6.9% | 5.9% | 10.1% | 2.7% | 4.5% | 7.4% | 8.8% |
| Â | GLM | 6.3% | 12.1% | 7.85 | 14.6% | 2.3% | 3.1% | 7.6% | 12.4% |
| Â | GAM | 15.6% | 21.3% | 16.4% | 13.9% | 2.4% | 11.4% | 23.5% | 16.8% |
| Â | BRT | 8.3% | 1.5% | 6.2% | 13.1% | 3.1% | 5.9% | 5.4% | 11.8% |
| Â | CART | 8.1% | 1.1% | 7% | 12.1% | 1.2% | 6.8% | 3.8% | 10% |
HT | RF | 12.7% | 5.7% | 3.2% | 2.3% | 2.1% | 7.1% | 10.1% | 5.9% |
| Â | GLM | 25% | 9.1% | 10.1% | 18.1% | 1.4% | 20.3% | 19.4% | 9.5% |
| Â | GAM | 8.5% | 14.65 | 14% | 9.8% | 2.7% | 9.2% | 14.5% | 15.2% |
| Â | BRT | 16% | 1.5% | 2.5% | 0.9% | 0.5% | 12.1% | 6.7% | 2% |
| Â | CART | 22.8% | 0.9% | 3.2% | 1.4% | 0.9% | 11.1% | 2% | 0.5% |
AF | RF | 1.7% | 1.9% | 1.2% | 2.1% | 5.6% | 15.1% | 6.2% | 5.5% |
| Â | GLM | 12.8% | 7.5% | 13.5% | 9% | 8.8% | 8.5% | 3.2% | 1.8% |
| Â | GAM | 8.9% | 10.7% | 17.4% | 12.2% | 9.4% | 3.6% | 28.5% | 8.3% |
| Â | BRT | 1.6% | 1.2% | 1.2% | 2.3% | 4.3% | 16.6% | 5.2% | 8% |
| Â | CART | 4.6% | 4% | 1.4% | 7.7% | 9% | 33.6% | 4.7% | 14.9% |
MR | RF | 14.7% | 1.9% | 5.2% | 1.9% | 11.2% | 6.8% | 3.3% | 5.6% |
| Â | GLM | 15.4% | 12.2% | 26% | 13.4% | 25% | 22.7% | 6.4% | 8.6% |
| Â | GAM | 23.4% | 15.3% | 23.8% | 15.8% | 14.3% | 10.6% | 10.9% | 9.8% |
| Â | BRT | 7.5% | 0.5% | 2.3% | 0.8% | 16.1% | 15.7% | 0.7% | 2% |
| Â | CART | 22.8% | 2.1% | 2.4% | 2% | 17.3% | 12.2% | 2.5% | 2.1% |