JOURNAL OF NANJING FORESTRY UNIVERSITY ›› 2019, Vol. 43 ›› Issue (5): 121-127.doi: 10.3969/j.issn.1000-2006.201904046
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QIU Siyu(), CAO Yuanshuai, SUN Yujun*(), PAN Lei
Received:
2019-04-21
Revised:
2019-06-06
Online:
2019-10-08
Published:
2019-10-08
Contact:
SUN Yujun
E-mail:15642070604@163.com;sunyj@bjfu.edu.cn
CLC Number:
QIU Siyu, CAO Yuanshuai, SUN Yujun, PAN Lei. Age-independent dominant height growth model for Chinese fir plantation[J]. JOURNAL OF NANJING FORESTRY UNIVERSITY, 2019, 43(5): 121-127.
Table 1
Statistics information of sample plots of the Chinese fir plantation"
项目 item | 年龄/a age | 胸径/cm DBH | 林分平均高/m mean height | 优势木高/m dominant tree height | 密度/ (株·hm-2) density | Dmax/cm | G/ (m2·hm-2) |
---|---|---|---|---|---|---|---|
平均值mean | 21.3 | 16.8 | 14.2 | 19.9 | 1 681 | 29.8 | 51.995 |
最小值min. | 7.0 | 5.0 | 2.8 | 6.7 | 675 | 13.2 | 23.891 |
最大值max. | 33.0 | 41.5 | 26.7 | 29.3 | 3 250 | 44.7 | 75.884 |
标准差SD | 8.943 | 7.103 | 5.965 | 4.289 | 660.851 | 6.578 | 14.501 |
Table 2
The summary of fitting data and validation data"
项目 item | 拟合数据fitting data | 检验数据validation data | ||||||
---|---|---|---|---|---|---|---|---|
年龄/a age | 优势木高/m dominant tree height | Dmax/cm | G/ (m2·hm-2) | 年龄/a age | 优势木高/m dominant tree height | Dmax/cm | G/ (m2·hm-2) | |
平均值mean | 23.5 | 17.3 | 28.3 | 39.960 | 21.6 | 16.8 | 23.9 | 47.133 |
最小值min. | 5.0 | 6.6 | 4.1 | 23.891 | 2.0 | 3.4 | 4.2 | 12.600 |
最大值max. | 33.0 | 31.2 | 44.7 | 57.408 | 30.0 | 29.6 | 37.1 | 75.884 |
标准差SD | 7.709 | 5.413 | 8.691 | 9.742 | 6.563 | 4.622 | 7.536 | 15.929 |
Table 3
Relationships between stand factors and three parameters of age-independent models"
基础方程 base equation | 参数 parameter | 截距 intercept | Dmax | G | |||
---|---|---|---|---|---|---|---|
估计值 estimation | 标准误 SE | 估计值 estimation | 标准误 SE | 估计值 estimation | 标准误 SE | ||
Richards | a | 64.417*** | 14.283 | -0.214* | 0.637 | -0.089* | 0.312 |
b | -0.591** | 0.244 | 0.010* | 0.011 | 0.014** | 0.005 | |
c | 1.595* | 0.744 | 0.001* | 0.033 | -0.024** | 0.016 | |
Lundqvist-Kolf | a | 7.172*** | 1.434 | 0.380*** | 0.065 | 0.149** | 0.031 |
b | 42.503*** | 0.029 | 1.331** | 0.229 | 0.524** | 0.108 | |
c | 0.620*** | 0.062 | 0.016** | 0.003 | 0.006*** | 0.001 | |
Hossfeld | a | 65.167*** | 14.439 | -0.097* | 0.659 | -0.059* | 0.312 |
b | 158.506*** | 39.694 | -1.319* | 1.810 | -1.336** | 0.856 | |
c | 1.152*** | 0.302 | 0.019* | 0.014 | 0.020** | 0.007 |
Table 4
Parameter estimations and evaluation indicators of the models based on three equations"
模型 model | 林分因子 stand variables | 参数 parameters | R2 | σME | σRMSE | ||
---|---|---|---|---|---|---|---|
a | b | c | |||||
S1 | 常数项constant | 64.417 | 0.043 | 1.060 | 0.943 | 0.208 | 1.343 |
Dmax | -0.214 | ||||||
G | -0.089 | ||||||
S2 | 常数项constant | 29.698 | -0.591 | -0.011 | 0.755 | -0.924 | 2.732 |
Dmax | 0.128 | ||||||
G | 0.147 | ||||||
S3 | 常数项constant | 30.082 | 0.097 | 1.595 | 0.922 | 0.550 | 1.539 |
Dmax | 0.001 | ||||||
G | -0.024 | ||||||
S4 | 常数项constant | 7.172 | 108.074 | 1.312 | 0.748 | 0.393 | 3.771 |
Dmax | 0.380 | ||||||
G | 0.149 | ||||||
S5 | 常数项constant | 47.551 | 42.503 | 1.586 | 0.919 | 0.335 | 0.587 |
Dmax | 1.331 | ||||||
G | 0.524 | ||||||
S6 | 常数项constant | 53.501 | 92.698 | 0.620 | 0.809 | 1.066 | 2.095 |
Dmax | 0.016 | ||||||
G | 0.006 | ||||||
S7 | 常数项constant | 65.167 | 45.921 | 1.277 | 0.946 | 0.210 | 1.300 |
Dmax | -0.097 | ||||||
G | -0.059 | ||||||
S8 | 常数项constant | 36.819 | 158.506 | 1.812 | 0.813 | 1.932 | 2.419 |
Dmax | -1.319 | ||||||
G | -1.336 | ||||||
S9 | 常数项constant | 30.008 | 134.371 | 1.152 | 0.936 | 0.137 | 1.415 |
Dmax | 0.019 | ||||||
G | 0.020 |
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