Response variable | Model type | Transformation applied | Variables in final model | Conditional R2 | Marginal R2 | AIC weight |
---|---|---|---|---|---|---|
Residual live basal area (m2ha−1) | Linear mixed-effects | Square root | Measurement timing, wildfire occurrence, interaction term | 0.26 | 0.25 | 0.45 |
Live QMD (cm) | Linear mixed-effects | NA | Measurement timing, wildfire occurrence, interaction term | 0.43 | 0.39 | 0.85 |
Fine fuels (1-, 10-, 100-h fuels, and litter; Mgha−1) | Linear mixed-effects | NA | Averaged severity | 0.38 | 0.38 | 0.52 |
CWD (\(\ge\) 1000-h fuels; Mgha−1) | Linear mixed-effects | Square root | Wildfire occurrence | 0.14 | 0.14 | 0.44 |
Duff (Mgha−1) | Linear mixed-effects | Square root | Averaged severity | 0.43 | 0.34 | 0.52 |
P-Torch | Generalized linear mixed-effects | Binomial distribution with log-link function | Measurement timing | 0.97 | 0.97 | 0.50 |