AGB/BGB | Model form | Model category | Model type | n | Parameter estimates | RMSE (%) | MPE (%) | AIC | Model | |||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
β 0 | SE β0 | β 1 | SE β1 | β 2 | SE β2 | |||||||||
AGB | 3 | Fixed effects | Common | 119 | 0.25128c | 0.04146 | 2.24034c | 0.05087 | – | – | 42.6 | −0.6 | 1,203.9 | FE1 |
Random effects | Species-specific |  | β 0 | SE β0 | β 1+ α 1 | SE β1 | β 2 | SE β2 |  |  |  |  | ||
  A. marina | 40 | 0.25128c | 0.04146 | 2.24351c | 0.05087 | – | – | 41.3 | 2.8 | 421.5 | RE1 | |||
  S. alba | 39 | 0.25128c | 0.04146 | 2.21727c | 0.05087 | – | – | 34.2 | 2.8 | 355.0 | RE2 | |||
  R. mucronata | 40 | 0.25128c | 0.04146 | 2.26026c | 0.05087 | – | – | 40.5 | −6.6 | 397.0 | RE3 | |||
AGB | 4 | Fixed effects | Common | 119 | β 0 | SE β0 | β 1 | SE β1 | β 2 | SE β2 |  |  |  |  |
0.19633c | 0.03095 | 2.07919c | 0.05652 | 0.29654c | 0.05552 | 38.4 | −1.0 | 1,180.5 | FE2 | |||||
Random effects | Species-specific |  | β 0 | SE β0 | β 1+ α 1 | SE β1 | β 2 |  |  |  |  |  | ||
 |   A. marina | 40 | 0.19633c | 0.03095 | 2.08791c | 0.05652 | 0.29654c | 0.05552 | 31.4 | 1.6 | 401.6 | RE4 | ||
  S. alba | 39 | 0.19633c | 0.03095 | 2.04113c | 0.05652 | 0.29654c | 0.05552 | 23.1 | 2.0 | 326.6 | RE5 | |||
  R. mucronata | 40 | 0.19633c | 0.03095 | 2.10853c | 0.05652 | 0.29654c | 0.05552 | 42.5 | −4.6 | 403.0 | RE6 | |||
BGB | 3 | Fixed effects | Common | 30 | β 0 | SE β0 | β 1 | SE β1 | β 2 | SE β2 |  |  |  |  |
1.42040b | 0.50833 | 1.59666c | 0.14425 | – | – | 89.6 | −18.2 | 315.9 | FE3 | |||||
Random effects | Species-specific |  | β 0 | SE β0 | β 1+ α 1 | SE β1 | β 2 | SE β2 |  |  |  |  | ||
  A. marina | 10 | 1.42040b | 0.50833 | 1.44260c | 0.14425 | – | – | 16.8 | 1.5 | 60.6 | RE7 | |||
  S. alba | 10 | 1.42040b | 0.50833 | 1.65760c | 0.14425 | – | – | 95.1 | −32.1 | 115.2 | RE8 | |||
  R. mucronata | 10 | 1.42040b | 0.50833 | 1.68979c | 0.14425 | – | – | 38.7 | 1.6 | 94.0 | RE9 |