From: Model-based estimation of above-ground biomass in the miombo ecoregion of Zambia
 | Fit statistics | Validation statistics | ||
---|---|---|---|---|
Model | RMSE (6) | MD (8) | RMSPE (4) | MPD (10) |
\( {\hat{CC}}_{\mathrm{VERT}} = -1.8747+f\left(\mathrm{NDVI}\right)+f\left(\mathrm{A}\mathrm{RVI}.\mathrm{texture}\right) + f\left(\mathrm{SWIR}1.\mathrm{texture}\right) + f\left(\mathrm{D}2\mathrm{cap}\right)+f\left(\mathrm{A}\mathrm{W}\mathrm{C}\right)+f\left(\mathrm{slope}\right) \) | 8.5Â % | 0.0Â % | 8.4Â % | 1.5Â % |
\( {\hat{CC}}_{\mathrm{HEMI}}=0.6788+\mathrm{Fire}.\mathrm{late}+\mathrm{D}2\mathrm{cap}+\mathrm{carbon}+f\left(\mathrm{bulk}\right)+f\left(\mathrm{c}\mathrm{r}\mathrm{s}.\mathrm{f}\mathrm{r}\mathrm{g}\right) \) | 13.4 % | −0.7 % | 17.2 % | −0.5 % |