Table 1.
Model | Predictor variables | r² | AICc | Δ AICc | RMSE | Moran´s I |
---|---|---|---|---|---|---|
lm | MAP + prec. seasonality | 0.89 | 48.02 | 0.00 | 0.62 | −0.006 |
lm | MAP + temp. during growing season | 0.83 | 57.79 | 9.77 | 0.79 | −0.051 |
lm | MAP-PET + MAT | 0.81 | 60.22 | 12.20 | 0.84 | −0.087 |
lm | Field capacity + nitrogen + MAP | 0.83 | 61.28 | 13.26 | 0.78 | −0.052 |
lm | Prec. seasonality | 0.77 | 63.19 | 15.17 | 0.89 | −0.116 |
lm | MAP + field capacity | 0.77 | 63.49 | 15.47 | 0.91 | −0.056 |
lm | Prec. seasonality + field capacity | 0.77 | 63.67 | 15.65 | 0.91 | −0.084 |
lm | MAP-PET | 0.72 | 64.36 | 16.34 | 1.00 | −0.150 |
lm | MAP + Solar radiation | 0.76 | 64.55 | 16.53 | 0.93 | −0.095 |
lm | Field capacity + nitrogen | 0.74 | 66.19 | 18.17 | 0.96 | 0.026 |
lme | Field capacity + nitrogen | 0.78 | 68.15 | 20.13 | 0.74 | 0.026 |
lm | MAP | 0.66 | 68.18 | 20.16 | 1.10 | −0.070 |
lm | Field capacity | 0.61 | 71.10 | 23.08 | 1.18 | −0.011 |
lme | Field capacity | 0.74 | 71.66 | 23.64 | 0.82 | −0.011 |
lme | Prec. Seasonality + field capacity | 0.76 | 72.16 | 24.14 | 0.89 | −0.084 |
lme | MAP | 0.85 | 74.82 | 26.80 | 0.54 | −0.070 |
lme | MAP + field capacity | 0.86 | 75.16 | 27.14 | 0.57 | −0.056 |
lme | Prec. seasonality | 0.75 | 76.15 | 28.13 | 0.80 | −0.116 |
lme | MAP-PET | 0.83 | 76.88 | 28.86 | 0.61 | −0.150 |
lme | MAP + prec. seasonality | 0.89 | 77.19 | 29.17 | 0.56 | −0.006 |
lm | Nitrogen | 0.45 | 77.99 | 29.97 | 1.41 | −0.064 |
lme | Field capacity + nitrogen + MAP | 0.85 | 78.15 | 30.13 | 0.59 | −0.052 |
lme | MAP-PET + temp. during growing season | 0.89 | 78.41 | 30.39 | 0.49 | −0.051 |
lm | Solar radiation + nitrogen | 0.45 | 81.14 | 33.12 | 1.41 | −0.064 |
lme | MAP-PET + MAT | 0.56 | 81.90 | 33.88 | 0.55 | −0.087 |
lm | Solar radiation | 0.29 | 83.10 | 35.08 | 1.60 | −0.022 |
lme | Solar radiation | 0.84 | 86.49 | 38.47 | 0.69 | −0.022 |
lme | Solar radiation + nitrogen | 0.84 | 89.59 | 41.57 | 0.69 | −0.064 |
MAP mean annual precipitation, PET potential evapotranspiration, MAP–PET water balance (mm), MAT mean annual temperature.
Field capacity and soil nitrogen content were log-transformed. Biome was used as random effect in linear mixed effects models. Each model was significant at p < 0.01.