Coefficient and intercepts of the morphology-based stemflow prediction models for different classes of rainfall depths
Rainfall class . | Number of variables . | Variables entered in equation . | Coefficient . | SE . | RMSE, mm . | Adjusted R² . | AIC . | F . | Pr > F . |
---|---|---|---|---|---|---|---|---|---|
< 5 mm | 2 | RR | −8.768 | 6.390 | 0.492 | 0.856 | − 14.46 | 33.56 | <0.0001 |
LAI | −0.203 | 0.037 | |||||||
Intercept | 12.53 | 6.266 | |||||||
5–10 mm | 2 | RR | 5.602 | 3.036 | 0.313 | 0.934 | − 25.36 | 92.90 | <0.0001 |
LAI | −0.143 | 0.013 | |||||||
Intercept | −1.086 | 2.915 | |||||||
10–20 mm | 4 | RR | 5.117 | 1.829 | 0.141 | 0.944 | − 43.57 | 47.08 | <0.0001 |
LAI | 0.093 | 0.036 | |||||||
TH | 0.251 | 0.095 | |||||||
CA | −0.055 | 0.013 | |||||||
Intercept | −3.779 | 1.829 | |||||||
> 20 mm | 3 | RR | 7.207 | 2.547 | 0.192 | 0.896 | − 36.44 | 32.61 | <0.0001 |
LAI | −0.067 | 0.023 | |||||||
DBH | 0.020 | 0.014 | |||||||
Intercept | −5.242 | 2.540 |
Rainfall class . | Number of variables . | Variables entered in equation . | Coefficient . | SE . | RMSE, mm . | Adjusted R² . | AIC . | F . | Pr > F . |
---|---|---|---|---|---|---|---|---|---|
< 5 mm | 2 | RR | −8.768 | 6.390 | 0.492 | 0.856 | − 14.46 | 33.56 | <0.0001 |
LAI | −0.203 | 0.037 | |||||||
Intercept | 12.53 | 6.266 | |||||||
5–10 mm | 2 | RR | 5.602 | 3.036 | 0.313 | 0.934 | − 25.36 | 92.90 | <0.0001 |
LAI | −0.143 | 0.013 | |||||||
Intercept | −1.086 | 2.915 | |||||||
10–20 mm | 4 | RR | 5.117 | 1.829 | 0.141 | 0.944 | − 43.57 | 47.08 | <0.0001 |
LAI | 0.093 | 0.036 | |||||||
TH | 0.251 | 0.095 | |||||||
CA | −0.055 | 0.013 | |||||||
Intercept | −3.779 | 1.829 | |||||||
> 20 mm | 3 | RR | 7.207 | 2.547 | 0.192 | 0.896 | − 36.44 | 32.61 | <0.0001 |
LAI | −0.067 | 0.023 | |||||||
DBH | 0.020 | 0.014 | |||||||
Intercept | −5.242 | 2.540 |
RR, roughness ratio; LAI, leaf area index; DBH, diameter at breast height; CA, canopy area; TH, tree height; CL, canopy length; R2, coefficient of determination; F, F value; Pr, significance probability; SE, standard error; AIC, Akaike information criteria; RMSE, root mean squared error.