FOREST RESOURCES WANAGEMENT ›› 2018›› Issue (5): 54-62.doi: 10.13466/j.cnki.lyzygl.2018.05.010
• Scientific Research • Previous Articles Next Articles
HUANG Feng(), XU Aijun(
), TANG Lihua
Received:
2018-06-24
Revised:
2018-07-18
Online:
2018-10-28
Published:
2020-09-24
Contact:
XU Aijun
E-mail:243867947@qq.com;xuaj1976@163.com
Tab.2
Tree height curve empirical model
序号 | 模型形式 | 作者/文献 |
---|---|---|
(1) | Banin (2012)/[8] | |
(2) | Tang(1991)/[11] | |
(3) | Meyer(1940)/[3] | |
(4) | H=β0×exp(-β1×exp | Gompertz(1992)/[9] |
(5) | Lundqvist-Korf(1939)/[12] | |
(6) | Mitscherlish(1919)/[13] | |
(7) | Schumacher(1939)/[14] | |
(8) | Ratkowsky(1990)/[11] | |
(9) | H=DBH2/(β0+β1×DBH+β2×DBH2) | Curtis(1967)/[11] |
(10) | 寺崎(1915)/[13] |
Tab.3
Estimation values and fitting statistics of 10 tree height curve models of Quercus variabilis
参数、统计 量/指标 | 模型编号 | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
(1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) | (10) | ||
18.656 | 22.376 | 18.642 | 18.350 | 0.005 | 0.073 | 1.340 | 22.253 | 0.001 | 21.859 | ||
18.584 | -4.582 | 3.465 | 1.543 | -8.280 | 18.583 | -0.077 | -0.196 | 0.007 | 0.178 | ||
3.449 | 0.146 | — | 4.325 | 0.045 | 3.449 | — | 0.021 | 0.047 | — | ||
RMSE | 2.906 | 2.945 | 2.906 | 2.887 | 3.113 | 2.906 | 2.912 | 2.942 | 2.938 | 2.912 | |
SSE | 264.4 | 268.0 | 264.4 | 262.7 | 283.2 | 264.4 | 267.8 | 267.8 | 267.4 | 267.8 | |
R2 | 0.539 | 0.533 | 0.539 | 0.542 | 0.506 | 0.539 | 0.533 | 0.533 | 0.534 | 0.533 |
Tab.4
Independence test of high curve model of Quercus variabilis
检验指标 | (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) | (10) |
---|---|---|---|---|---|---|---|---|---|---|
ME | 0.0001 | -0.0003 | 0.0002 | 0.0057 | -0.3003 | -0.00008 | -0.0390 | 1.4600 | 0.0070 | -0.0036 |
MAE | 1.1996 | 1.2168 | 1.1995 | 1.1907 | 1.2804 | 1.1996 | 1.2108 | 1.9769 | 1.3922 | 1.2152 |
M%E | -0.0162 | -0.0164 | -0.0162 | -0.0161 | -0.0389 | -0.0162 | -0.0191 | -0.0156 | -0.0245 | -0.0166 |
MA%E | 0.0910 | 0.0920 | 0.0910 | 0.0904 | 0.0985 | 0.0910 | 0.0920 | 0.0920 | 0.0927 | 0.0920 |
Tab.6
Improved Gompertz mixed-effect model simulation
模拟次数 | 随机参数 | 参数个数 | AIC | BIC | R2 |
---|---|---|---|---|---|
基本模型 | 无 | 4 | 22.570 | -0.569 | 0.596 |
模拟1 | 5 | 26.430 | 3.291 | 0.777 | |
模拟2 | 5 | 26.881 | 3.742 | 0.709 | |
模拟3 | 6 | 26.931 | 3.793 | 0.703 | |
模拟4 | 6 | 26.471 | 3.333 | 0.779 | |
模拟5 | 6 | 26.465 | 3.327 | 0.726 | |
模拟6 | 6 | 22.589 | -0.550 | 0.598 | |
模拟7 | 7 | 26.921 | 3.782 | 0.702 | |
模拟8 | 7 | 21.994 | -1.144 | 0.512 | |
模拟9 | 7 | 26.921 | 3.782 | 0.702 | |
模拟10 | 8 | 26.454 | 3.315 | 0.778 |
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