Table 7.
Random Forest models fitted for predicting AGC from LiDAR pulse densities of 5 and 10 pulses m−2
| Pulse density | LiDAR derived metrics | Pseudo-R2 | RMSE | Bias | ||
|---|---|---|---|---|---|---|
| Mg ha−1 | % | Mg ha−1 | % | |||
| 5 | H99TH + HVAR + H10TH | 81.79 | 3.52 | 6.14 | −0.03 | −0.06 |
| 10 | 82.17 | 3.44 | 6.01 | −0.01 | −0.01 | |
Pearson’s correlation coefficient (r); root mean square error (RMSE)