南京林业大学学报(自然科学版) ›› 2024, Vol. 48 ›› Issue (2): 191-198.doi: 10.12302/j.issn.1000-2006.202203015
李秉钧(), 刘聘, 韩永振, 荣俊冬, 陈礼光, 郑郁善*()
收稿日期:
2022-03-05
修回日期:
2022-07-20
出版日期:
2024-03-30
发布日期:
2024-04-08
通讯作者:
*郑郁善(zys1960@163.com),教授。作者简介:
李秉钧(764189491@qq.com),博士生。
基金资助:
LI Bingjun(), LIU Pin, HAN Yongzhen, RONG Jundong, CHEN Liguang, ZHENG Yushan*()
Received:
2022-03-05
Revised:
2022-07-20
Online:
2024-03-30
Published:
2024-04-08
摘要:
【目的】 利用立地指数法对不同林龄福建柏(Fokienia hodginsii)人工林进行立地质量评价,旨在为福建省林分立地质量调查提供科学依据。【方法】 以福建省内不同林龄的福建柏人工林为研究对象,选择6个常用的理论生长方程:冈珀茨公式(Gompertz)、理查德兹式(Richards)、韦伯公式(Weibull)、科尔夫公式(Korf)、逻辑斯谛公式(Logistic)、舒马赫公式(Schumacher),对福建柏林分年龄与优势木平均高数据进行拟合,根据决定系数(R2)、绝对误差(MAE)和均方根误差(RMSE)对各方程的拟合性能进行评价,编制出适用于福建省福建柏人工林的立地指数表。【结果】 Korf模型拟合的R2最大、RMSE和MAE最小,因此选择Korf方程作为最优导向曲线方程。通过绘制104株优势木树高平均生长量和连年生长量变化折线图,结合各龄阶优势高变动系数确定福建柏人工林的基准林龄为20 a,根据基准年龄时优势高变动范围确定指数级距为2 m。利用比例调整法编制出立地指数表,表明福建省大部分福建柏人工林立地指数处于中等水平,只有7%的标准地其立地指数处于较高水平。以坡向和土层厚度2个指标作为划分立地类型的主导因子,发现福建省内大部分福建柏人工林土层深度较浅,且阳坡的人工林数量较高于阴坡。【结论】 本研究构建了该地区福建柏人工林分树高生长模型,可预测福建柏林分的生长量和收获量。经卡方检验和落点检验,立地指数表可应用于实践;使用所编立地指数表进行立地质量评价,可更好地量化不同林地的生产力。
中图分类号:
李秉钧,刘聘,韩永振,等. 福建省福建柏人工林立地指数表的编制与应用[J]. 南京林业大学学报(自然科学版), 2024, 48(2): 191-198.
LI Bingjun, LIU Pin, HAN Yongzhen, RONG Jundong, CHEN Liguang, ZHENG Yushan. Evaluation of site quality of Fokienia hodginsii plantation based on site index method[J].Journal of Nanjing Forestry University (Natural Science Edition), 2024, 48(2): 191-198.DOI: 10.12302/j.issn.1000-2006.202203015.
表1
调查地点基本情况"
调查地点 survey site | 样地数 plot number | 林龄范围/a stand age range | 纬度(N) latitude | 经度(E) longitude | 海拔/m altitude | 平均土层 厚度/cm AST | 平均腐殖 层厚/cm AHLT | 土壤类型 soil type |
---|---|---|---|---|---|---|---|---|
泉州丰田林场Quanzhou Fengtian Forestry Station | 41 | 7 ~ 65 | 25°16'22″ | 118°01'53″ | 400 | 58 | 8.2 | 多为红壤,部分为 黄壤和棕壤 |
福州大湖林场Fuzhou Dahu Forestry Station | 6 | 26 ~ 43 | 25°55'47″ | 119°02'56″ | 127 | 73 | 8.7 | 红壤 |
三明官庄林场Sanming Guanzhuang Forestry Station | 9 | 18 ~ 40 | 26°31'19″ | 117°45'55″ | 232 | 79 | 7.2 | 红壤、黄壤 |
三明莘口林场Sanming Xingkou Forestry Station | 9 | 11 ~ 55 | 26°09'44″ | 117°32'35″ | 190 | 66 | 4.0 | 黄壤 |
三明默林林场Sanming Molin Forestry Station | 9 | 7 ~ 38 | 25°43'04″ | 117°44'12″ | 739 | 58 | 4.7 | 黄壤 |
南平西芹林场Nanping Xiqin Forestry Station | 6 | 23 ~ 36 | 26°34'11″ | 118°06'55″ | 192 | 83 | 6.8 | 红壤 |
南平来舟林场Nanping Laizhou Forestry Station | 3 | 40 ~ 57 | 26°35'18″ | 118°01'24″ | 110 | 80 | 4.0 | 红壤 |
龙岩五一林场Longyan Wuyi Forestry Station | 9 | 6 ~ 44 | 25°13'44″ | 117°32'17″ | 660 | 88 | 21.8 | 黄壤 |
漳州南靖林场Zhangzhou Nanjing Forestry Station | 12 | 8 ~ 44 | 24°30'30″ | 117°21'18″ | 203 | 91 | 5.8 | 红壤、黄壤 |
表2
各龄级福建柏优势木树高特征值"
龄级/a age class | 样本数 samples | 平均树高/m mean tree height | SD | 3倍标准偏差3 times SD | |
---|---|---|---|---|---|
上限 upper limit | 下限 lower limit | ||||
5 | 27 | 3.8 | 1.72 | 9.02 | -1.32 |
10 | 74 | 7.3 | 2.20 | 13.91 | 0.71 |
15 | 92 | 9.6 | 1.16 | 13.10 | 6.11 |
20 | 73 | 12.0 | 2.27 | 18.75 | 5.15 |
25 | 19 | 13.0 | 2.43 | 20.29 | 5.71 |
30 | 95 | 12.8 | 2.57 | 20.52 | 5.09 |
35 | 140 | 13.6 | 2.03 | 19.71 | 7.52 |
40 | 159 | 13.4 | 2.12 | 19.73 | 6.99 |
45 | 83 | 14.0 | 1.92 | 19.79 | 8.29 |
50 | 29 | 14.4 | 2.15 | 20.79 | 7.91 |
55 | 14 | 14.7 | 1.96 | 20.56 | 8.79 |
60 | 23 | 15.0 | 2.38 | 21.08 | 8.86 |
65 | 19 | 15.2 | 2.76 | 21.32 | 9.01 |
表3
福建柏人工林生长导向曲线拟合方程的拟合结果"
公式种类 equation type | 表达式 expression | a | b | c | R2 | 均方根误差 RMSE | 平均绝对误差 MAE |
---|---|---|---|---|---|---|---|
冈珀茨公式Gompertz | H=aexp[-bexp(-ct)] | 13.800 6 | 2.663 4 | 0.138 6 | 0.594 2 | 2.121 5 | 1.670 0 |
理查德兹公式Richards | H=a[1-exp(-bt)]c | 13.934 1 | 0.114 1 | 1.710 2 | 0.595 2 | 2.118 9 | 1.668 3 |
韦伯公式Weibull | H=a[1-exp(-bt)c] | 14.531 0 | 0.056 5 | 1.304 7 | 0.589 2 | 2.138 0 | 1.691 0 |
科尔夫公式Korf | H=aexp(-b/tc) | 15.616 8 | 13.312 7 | 1.255 2 | 0.595 8 | 2.117 5 | 1.667 0 |
逻辑斯谛公式Logistic | H=a/[1+exp(b-ct)] | 13.668 7 | 1.785 3 | 0.182 3 | 0.592 2 | 2.126 9 | 1.672 8 |
舒马赫公式Schumacher | H=aexp(-b/t) | 16.848 5 | 8.068 6 | 0.593 4 | 2.123 6 | 1.677 6 |
表4
福建的优势木树高变异系数"
龄级/a age class | 平均树高/m mean tree height | 标准差 SD | 变异系数 CV |
---|---|---|---|
5 | 2.67 | 1.72 | 0.64 |
10 | 7.45 | 2.98 | 0.40 |
15 | 10.01 | 3.00 | 0.30 |
20 | 11.46 | 2.29 | 0.20 |
25 | 12.36 | 2.43 | 0.20 |
30 | 12.96 | 2.57 | 0.20 |
35 | 13.39 | 2.62 | 0.20 |
40 | 13.72 | 2.51 | 0.18 |
45 | 14.12 | 2.54 | 0.18 |
50 | 14.49 | 2.61 | 0.18 |
55 | 14.75 | 2.51 | 0.17 |
60 | 15.01 | 2.40 | 0.16 |
65 | 15.26 | 2.44 | 0.16 |
表5
福建柏人工林立地指数表"
龄级/a age class | 各立地指数下优势木树高范围/m range of dominant tree heights under each site index | ||||||||
---|---|---|---|---|---|---|---|---|---|
6 | 8 | 10 | 12 | 14 | 16 | 18 | 20 | 22 | |
5 | 1.29~1.84 | 1.57~2.21 | 2.02~2.47 | 2.43~3.08 | 2.92~3.76 | 3.31~4.01 | 3.74~4.88 | 3.91~5.16 | 4.23~7.28 |
10 | 3.81~4.37 | 4.90~5.78 | 5.71~6.92 | 7.01~8.72 | 8.56~9.71 | 9.78~11.12 | 10.22~12.71 | 11.91~14.59 | 11.98~16.74 |
15 | 5.04~5.97 | 6.52~7.35 | 8.11~9.04 | 9.89~11.03 | 11.94~12.63 | 12.98~14.67 | 13.79~16.93 | 16.07~18.48 | 15.13~21.23 |
20 | 5.50~6.51 | 7.53~8.49 | 9.45~10.66 | 11.03~12.91 | 13.52~14.91 | 14.89~17.63 | 16.94~20.12 | 18.92~21.97 | 19.73~24.04 |
25 | 6.27~7.01 | 8.03~9.12 | 10.01~11.29 | 12.17~13.24 | 14.21~15.77 | 16.81~18.06 | 18.63~20.41 | 20.07~22.81 | 21.92~25.73 |
30 | 6.49~7.23 | 8.83~9.67 | 10.97~11.82 | 13.02~13.98 | 15.24~16.81 | 17.51~19.12 | 19.97~21.07 | 21.63~23.48 | 22.54~26.89 |
35 | 6.89~7.42 | 9.12~9.92 | 11.29~12.07 | 13.52~14.43 | 15.93~16.72 | 18.01~19.76 | 20.78~22.12 | 22.79~24.39 | 24.72~27.62 |
40 | 7.01~7.45 | 9.38~10.12 | 11.47~12.23 | 13.97~14.81 | 16.12~17.16 | 18.76~19.97 | 21.02~22.26 | 23.05~24.61 | 25.46~28.34 |
45 | 7.12~7.56 | 9.45~10.24 | 11.72~12.41 | 14.22~15.03 | 16.76~17.35 | 19.00~20.13 | 21.44~22.31 | 23.78~24.93 | 25.81~28.41 |
50 | 7.29~7.61 | 9.69~10.31 | 12.09~12.86 | 14.51~15.23 | 17.02~17.58 | 19.27~20.37 | 21.86~22.55 | 24.09~25.18 | 26.19~28.49 |
55 | 7.38~7.72 | 9.80~10.43 | 12.37~12.98 | 14.87~15.41 | 17.29~17.78 | 19.59~20.43 | 22.09~22.73 | 24.49~25.47 | 26.69~28.61 |
60 | 7.47~7.89 | 9.92~10.59 | 12.49~13.06 | 14.93~15.53 | 17.45~17.83 | 19.87~20.59 | 22.29~22.97 | 24.91~25.82 | 27.14~28.77 |
65 | 7.52~8.01 | 10.02~10.70 | 12.60~13.17 | 15.01~15.68 | 17.59~17.92 | 20.02~20.73 | 22.51~23.18 | 25.07~26.11 | 27.35~28.80 |
表6
104块标准立地质量评价表"
立地类型 site type | 立地指数/m site index | ||||||||
---|---|---|---|---|---|---|---|---|---|
6 | 8 | 10 | 12 | 14 | 16 | 18 | 20 | 22 | |
阳坡薄土sunny slope with thin soil | 1 | 5 | 4 | 8 | 11 | 4 | 4 | 1 | 2 |
阳坡中土sunny slope with medium soil | 0 | 3 | 1 | 5 | 4 | 2 | 1 | 0 | 0 |
阳坡厚土sunny slope with thick soil | 0 | 1 | 1 | 2 | 1 | 0 | 0 | 0 | 0 |
阴坡薄土shady slope with thin soil | 1 | 2 | 3 | 5 | 6 | 1 | 2 | 2 | 1 |
阴坡中土shady slope with medium soil | 0 | 1 | 2 | 4 | 5 | 1 | 1 | 1 | 0 |
阴坡厚土shady slope with thick soil | 0 | 1 | 0 | 3 | 1 | 0 | 0 | 0 | 0 |
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