Table 2 Out of bag accuracy of 100m predictive soil mapping.
Soil properties | R2 | RMSE |
---|---|---|
SOC at 0–5 cm depth (%) | 0.82 | 3.44 |
SOC at 5–15 cm depth (%) | 0.82 | 3.36 |
SOC at 15–30 cm depth (%) | 0.82 | 3.40 |
BD at 0–5 cm depth (g/cm3) | 0.73 | 0.13 |
BD at 5–15 cm depth (g/cm3) | 0.72 | 0.13 |
BD at 15–30 cm depth (g/cm3) | 0.70 | 0.14 |
Sand at 0–5 cm depth (%) | 0.75 | 10.31 |
Sand at 5–15 cm depth (%) | 0.76 | 10.03 |
Sand at 15–30 cm depth (%) | 0.76 | 10.81 |
Clay at 0–5 cm depth (%) | 0.72 | 6.41 |
Clay at 5–15 cm depth (%) | 0.71 | 6.74 |
Clay at 15–30 cm depth (%) | 0.73 | 7.36 |