Table 2 The parameter estimates and evaluation indices of biomass and carbon models for 20 forest types.
From: Estimating changes of forest carbon storage in China for 70 years (1949–2018)
Forest types | Parameter estimates | Evaluation indices of model (1) | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
a0 | b0 | c0 | d0(CF) | RSR | R2 | SEE/m3 | TRE/% | ASE/% | MPE/% | MPSE/% | |
Coniferous | |||||||||||
Fir | 4.1095 | 0.5976 | 0.8181 | 0.4951 | 0.2223 | 0.871 | 47.62 | − 0.04 | 2.82 | 2.22 | 17.37 |
Spruce | 1.3879 | 0.7168 | 0.7991 | 0.4901 | 0.2514 | 0.913 | 29.97 | − 0.02 | 5.79 | 1.24 | 15.77 |
Larch | 0.6986 | 0.8262 | 0.7794 | 0.4888 | 0.2830 | 0.936 | 15.10 | − 0.02 | 3.41 | 0.83 | 13.36 |
Chinese fir | 0.5743 | 0.7120 | 0.8109 | 0.4969 | 0.2332 | 0.936 | 12.07 | − 0.01 | 4.43 | 0.87 | 14.06 |
Cypress | 0.4545 | 1.5341 | 0.8007 | 0.5013 | 0.2489 | 0.947 | 22.57 | 0.00 | 3.02 | 1.65 | 16.48 |
Masson pine | 1.4282 | 0.9768 | 0.8297 | 0.5162 | 0.2053 | 0.953 | 11.28 | 0.00 | 1.31 | 0.67 | 9.95 |
Chinese pine | 0.2112 | 1.1235 | 0.8098 | 0.5130 | 0.2349 | 0.966 | 16.17 | 0.00 | − 0.63 | 1.66 | 15.72 |
Yunnan pine | 0.9158 | 0.6501 | 0.8453 | 0.5047 | 0.1830 | 0.973 | 11.89 | 0.00 | 3.98 | 1.71 | 13.81 |
Other coniferous | 1.0721 | 0.8303 | 0.8041 | 0.5009 | 0.2436 | 0.946 | 20.86 | − 0.01 | 6.35 | 1.64 | 20.35 |
Broadleaved | |||||||||||
Oak | 0.7196 | 1.2948 | 0.7930 | 0.4810 | 0.2610 | 0.917 | 26.74 | − 0.01 | 2.95 | 0.85 | 17.44 |
Birch | 0.7507 | 1.0118 | 0.7821 | 0.4867 | 0.2786 | 0.898 | 17.34 | 0.01 | 1.28 | 1.02 | 14.48 |
Poplar | 0.2945 | 0.8978 | 0.8246 | 0.4725 | 0.2127 | 0.934 | 12.18 | 0.00 | 0.23 | 0.78 | 13.19 |
Robinia | 0.3864 | 1.5499 | 0.7833 | 0.4838 | 0.2767 | 0.933 | 10.83 | − 0.02 | 3.33 | 2.02 | 14.83 |
Eucalypt | 0.3330 | 1.1740 | 0.7793 | 0.5238 | 0.2832 | 0.962 | 8.98 | 0.00 | 1.32 | 1.18 | 8.88 |
Rubber-woods | 0.2401 | 0.8679 | 0.7981 | 0.4956 | 0.2530 | 0.989 | 4.36 | − 0.01 | 3.74 | 0.57 | 6.83 |
Other hard-broad | 0.3454 | 1.2130 | 0.7880 | 0.4856 | 0.2690 | 0.933 | 14.37 | − 0.01 | 2.94 | 1.17 | 17.67 |
Other soft-broad | 0.6534 | 0.9920 | 0.7954 | 0.4873 | 0.2572 | 0.897 | 18.63 | − 0.02 | 4.83 | 1.79 | 19.65 |
Mixed | |||||||||||
Coniferous | 3.3612 | 0.8348 | 0.8088 | 0.5014 | 0.2364 | 0.919 | 19.98 | − 0.01 | 2.41 | 1.25 | 14.16 |
Conifer-broadleaved | 2.2575 | 0.9560 | 0.7961 | 0.4920 | 0.2561 | 0.892 | 20.73 | − 0.04 | 3.84 | 0.90 | 15.85 |
Broadleaved | 1.3944 | 1.1086 | 0.7938 | 0.4835 | 0.2598 | 0.916 | 22.69 | − 0.03 | 3.36 | 0.47 | 15.48 |