Table 5 Performance statistics of the generalized linear mixed model for the probability of occurrence of wind damage and the linear mixed model for the damage intensity [m3 ha−1 year−1]
From: Developing predictive models of wind damage in Austrian forests
Probability model | Â | Intensity model | Â |
|---|---|---|---|
AUC (fixed and random effects) | 0.84 | R 2 (fixed and random effects) | 0.38 |
AUC (fixed effects only) | 0.71 | R 2 (fixed effects only) | 0.09 |
Sensitivity (fixed effects only; cut-off value = 0.15) | 0.26 | RMSE (fixed and random effects) | 38.49 m3 ha−1 year−1 |
Specificity (fixed effects only; cut-off value = 0.15) | 0.95 | RMSE (fixed effects only) | 43.77 m3 ha−1 year−1 |