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Dominant Height-Diameter Models for Mixed Quercus Forest Based on Dummy Variable

  • Guangyu ZHU ,
  • Xiaolang LUO
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  • Central South University of Forestry and Technology,Changsha 410004,China

Received date: 2017-05-18

  Revised date: 2017-07-19

  Online published: 2020-09-24

Abstract

13 representative height-diameter models were used to simulate correlation of dominant height-diameter in natural Quercus mixed forests.Models with high goodness-of-fit were selected as the foundational model for building dominant height-diameter model with stand types and site types dummy variable.Results showed that mean dominant height models fitted better than maximum dominant height model,the dummy-variable-included models had higher goodness of fit than the foundational models.Stand type and site type dummy variable with mean dominant height had the same formula: $ H=1.3+\sum_{i=1}^{n} a_{i} \times Z_{i} \times D_{g} /(D_{g}+1)+b \times D_{g}$ and the site type dummy variable model (R2=0.9775) fitted better than forest type dummy variable model (R2=0.711 9).It was able to improve the applicability and accuracy of dominant height-diameter models for mixed Quercus forest based on dummy variable,which provided support and reference for establishing regional generalized bio-math models and amending site quality assessment of mixed Quercus forests in area coverage.

Cite this article

Guangyu ZHU , Xiaolang LUO . Dominant Height-Diameter Models for Mixed Quercus Forest Based on Dummy Variable[J]. Forest and Grassland Resources Research, 2017 , 0(4) : 22 -29 . DOI: 10.13466/j.cnki.lyzygl.2017.04.005

References

[1] Lei X D, Peng C H, Wang H Y, et al. Individual height-diameter models for young black spruce (Picea mariana) and jack pine (Pinus banksiana) plantations in New Brunswick,Canada.[J]. Forestry Chronicle, 2009,85(1):43-56.
[2] Sharma M, Parton J. Height-diameter equations for boreal tree species in Ontario using a mixed-effects modeling approach[J]. Forest Ecology & Management, 2007,249(3):187-198.
[3] Colbert K C, Larsen D R, Lootens J R. Height-Diameter Equations for Thirteen Midwestern Bottomland Hardwood Species[J]. Northern Journal of Applied Forestry, 2002,19(4):171-176.
[4] Temesgen H, Gadow K V. Generalized height-diameter models—an application for major tree species in complex stands of interior British Columbia[J]. European Journal of Forest Research, 2004,123(1):45-51.
[5] Curtis R O. Height-Diameter and Height-Diameter-Age Equations For Second-Growth Douglas-Fir[J]. Forest Science, 1967,13(4):365-375.
[6] Huang S, Titus S J, Wiens D P. Comparison of nonlinear height-diameter functions for major Alberta tree species[J]. Canadian Journal of Forest Research, 1992,22(9):1297-1304.
[7] 胥辉, 全宏波, 王斌. 思茅松标准树高曲线的研究[J]. 西南林业大学学报, 2000,20(2):74-77.
[8] 袁晓红, 李际平. 杉木人工林南北坡向树高-胸径生长曲线研究[J]. 西北林学院学报, 2012,27(2):180-183.
[9] 樊艳文, 王襄平, 曾令兵, 等. 北京栓皮栎林胸径-树高相关生长关系的分析[J]. 北京林业大学学报, 2011,33(6):146-150.
[10] 田军. 华北落叶松和樟子松树高与胸径的相关性研究[J]. 安徽农学通报, 2011,17(22):72-72.
[11] 赵俊卉, 刘燕, 张慧东, 等. 长白山天然林不同树种树高曲线对比研究[J]. 浙江农林大学学报, 2009,26(6):865-869.
[12] 赵俊卉, 亢新刚, 刘燕. 长白山主要针叶树种最优树高曲线研究[J]. 北京林业大学学报, 2009,31(4):13-18.
[13] 李海奎, 法蕾. 基于分级的全国主要树种树高-胸径曲线模型[J]. 林业科学, 2011,47(10):83-90.
[14] Huang S, Titus S J. An age-independent individual tree height prediction model for boreal spruce-aspen stands in Alberta[J]. Canadian Journal of Forest Research, 1994,24(7):1295-1301.
[15] Patricia A, Miren D R, Isabel C. A mixed nonlinear height-diameter model for pyrenean oak (Quercus pyrenaica Willd.)[J]. Forest Ecology & Management, 2008,256(1):88-98.
[16] 陶用舒. 论湖南人才的地理环境[J]. 湖南城市学院学报, 2003(1):79-84.
[17] 胡芳名, 李建安, 李若婷. 湖南省主要橡子资源综合开发利用的研究[J]. 中南林学院学报, 2000(4):41-45.
[18] 祁承经, 孙希儒. 湖南壳斗科植物的研究[J]. 中南林学院学报, 1987(1):1-17.
[19] 刘振西. 栎树资源及其开发利用[J]. 湖南林业科技, 1994(3):64-66.
[20] Huang S, Titus S J. An index of site productivity for uneven-aged or mixed-species stands[J]. Canadian Journal of Forest Research, 1993,23(3):558-562.
[21] 盂宪宇. 测树学[M]. 北京: 中国林业出版社, 2006.
[22] 王明亮, 李希菲. 非线性树高曲线模型的研究[J]. 林业科学研究, 2000(1):78-82.
[23] Fast A J, Ducey M J. Height-Diameter Equations for Select New Hampshire Tree Species[J]. Northern Journal of Applied Forestry, 2011,28(3):157-160.
[24] 王冬至, 张冬燕, 张志东, 黄选瑞. 基于非线性混合模型的针阔混交林树高与胸径关系[J]. 林业科学, 2016(1):30-36.
[25] 李希菲, 洪玲霞. 用哑变量法求算立地指数曲线族的研究[J]. 林业科学研究, 1997,10(2):215-219
[26] 唐守正, 李勇. 生物数学模型的统计学基础[M]. 北京: 科学出版社, 2002.
[27] 李丽霞, 郜艳晖, 张瑛. 哑变量在统计分析中的应用[J]. 数理医药学杂志, 2006,19(1):51-52.
[28] 唐守正, 郎奎建, 李海奎. 统计和生物数学模型计算(ForStat教程)[M]. 北京: 科学出版社, 2008.
[29] 李河, 麦劲壮, 肖敏, 等. 哑变量在Logistic回归模型中的应用[J]. 循证医学, 2008,8(1):42-45.
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