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. 2021 Jan 22;12:519. doi: 10.1038/s41467-020-20767-z

Table 1.

Coefficient of determination (R²), Akaike Information Criterion (AICc), difference in AICc value between the respective model and the ´best´ model (ΔAICc), root mean square error (RMSE) and Moran´s I of linear (lm) and linear mixed effects models (lme) used to predict stand structural complexity index (SSCI) based on climate and soil variables.

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.