| Variable | VIF |
| Magnesium meq % | 10.77 |
| Soil pH-H2O (1:2.5) | 10.05 |
| Crop establishment | 9.57 |
| Agriculture system type | 7.35 |
| Phosphorus (Mehlich) ppm | 6.73 |
| ESP | 4.77 |
| Elect. Cond. mS/cm | 4.23 |
| Total Nitrogen % | 3.21 |
| Surrounding Vegetation | 2.83 |
| Fertility | 2.06 |
| Farming methods | 1.86 |
| Crop spacing | 1.76 |
| Weed Control | 1.56 |
| Mean VIF | 11.57 |