| Source | Dependent Variable | Type III Sum of Squares | df | Mean Square | F | Sig. |
| sampling_loc * land_use | Manganese | 175 | 2 | 87.3 | 2.21 | 0.121 |
| Iron | 3,574,378 | 2 | 1,787,189 | 26.7 | 0.000 | |
| Lead | 510 | 2 | 255 | 20.6 | 0.000 | |
| Zinc | 3765 | 2 | 1882 | 4.64 | 0.015 | |
| Nickel | 5.17 | 2 | 2.58 | 0.181 | 0.835 |