Table 1 Generalized linear models of tree seedling and propagule density (stems/10 m2), and plot-level tree species composition.
From: Short-interval wildfire and drought overwhelm boreal forest resilience
Generalized Linear Model | Distribution | df | pR2 (CV) | RMSE (CV) | MAE (CV) | P |
---|---|---|---|---|---|---|
Total Seedling & Propagule Stems = 3.26 + (FFI† × 0.74) − (MOIST‡ × 0.45) + 0.38(FFI × MS§) + (MS × 0.03) | Negative Binomial | 44 | 0.59 (0.44) | 56.92 (58.19) | 32.02 (39.13) | <0.001 |
Conifer Seedlings = 2.45 + (FFI × 0.99) − (TSF** × 0.8) + (%CON†† × 0.73) − (MS × 0.68) + 0.58(TSF × RO‡‡) + 0.38(FFI × MS) − (RO × 0.2) | Negative Binomial | 41 | 0.61 (0.43) | 54.29 (61.69) | 29.21 (39.63) | <0.001 |
Broadleaf Seedlings & Propagules = 0.98−2.32(%MIN§§ × BA***) − (%MIN × 2.13) − (BA × 1.4) − (TSF × 0.78) − (RO × 0.69) − 0.6(RO × MS) − (MS × 0.48) | Poisson | 41 | 0.45 (0.48) | 6.52 (7.26) | 4.64 (5.65) | <0.001 |
Proportion Conifer Stems = 0.60 + (FFI × 1.18) + (%MIN × 1.02) + (RO × 0.98) − 0.96(%MIN × MS) − (MS × 0.4) | Binomial | 43 | 0.49 (0.52) | 0.28 (0.3) | 0.22 (0.25) | 0.004 |