Modeling of the height–diameter relationship using an allometric equation model: a case study of stands of Phyllostachys edulis

Understanding the relationship between tree height (H) and diameter at breast height (D) is vital to forest design, monitoring and biomass estimation. We developed an allometric equation model and tested its applicability for unevenly aged stands of moso bamboo forest at a regional scale. Field data were collected for 21 plots. Based on these data, we identified two strong power relationships: a correlation between the mean bamboo height (Hm) and the upper mean H (Hu), and a correlation between the mean D (Dm) and the upper mean D (Du). Simulation results derived from the allometric equation model were in good agreement with observed culms derived from the field data for the 21 stands, with a root-mean-square error and relative root-mean-square error of 1.40 m and 13.41 %, respectively. These results demonstrate that the allometric equation model had a strong predictive power in the unevenly aged stands at a regional scale. In addition, the estimated average height–diameter (H–D) model for South Anhui Province was used to predict H for the same type of bamboo in Hunan Province based on the measured D, and the results were highly similar. The allometric equation model has multiple uses at the regional scale, including the evaluation of the variation in the H–D relationship among regions. The model describes the average H–D relationship without considering the effects caused by variation in site conditions, tree density and other factors.

[1]  T. McMahon,et al.  Size and Shape in Biology , 1973, Science.

[2]  A. Inoue Culm form analysis for bamboo, Phyllostachys pubescens , 2013, Journal of Forestry Research.

[3]  Ali S. Hadi,et al.  Finding Groups in Data: An Introduction to Chster Analysis , 1991 .

[4]  D. A. King,et al.  Height-diameter allometry of tropical forest trees , 2010 .

[5]  Thompson Nunifu,et al.  Regional Models of Diameter as a Function of Individual Tree Attributes, Climate and Site Characteristics for Six Major Tree Species in Alberta, Canada , 2011 .

[6]  W. Dym Freiberg and the Frontier: Louis Janin, German Engineering, and ‘Civilisation’ in the American West , 2011 .

[7]  Q. Ketterings,et al.  Reducing uncertainty in the use of allometric biomass equations for predicting above-ground tree biomass in mixed secondary forests , 2001 .

[8]  C. Peng,et al.  Developing and Validating Nonlinear Height-Diameter Models for Major Tree Species of Ontario's Boreal Forests , 2001 .

[9]  Jingyun Fang,et al.  Climatic control of primary forest structure and DBH–height allometry in Northeast China , 2006 .

[10]  F. Kitahara,et al.  Estimation of culm volume for bamboo, Phyllostachys bambusoides, by two-way volume equation , 2011 .

[11]  M. Andrés-Abellán,et al.  Site and weather effects in allometries: A simple approach to climate change effect on pines , 2005 .

[12]  James H. Brown,et al.  A general model for the structure and allometry of plant vascular systems , 1999, Nature.

[13]  Karl J. Niklas,et al.  The Scaling of Plant Height: A Comparison Among Major Plant Clades and Anatomical Grades , 1993 .

[14]  Puertolas Jaime,et al.  光と穏和な水ストレスに対するQuercus suber L.苗の相互作用的応答:形態およびガス交換特性 , 2008 .

[15]  M. Watanabe,et al.  Studies on bamboo culm form (I) On Phyllostachys bambusoides Sieb. et Zucc. , 1980 .

[16]  Guomo Zhou,et al.  Carbon sequestration by Chinese bamboo forests and their ecological benefits: assessment of potential, problems, and future challenges , 2011 .

[17]  R. L. Bailey,et al.  Height-diameter models for tropical forests on Hainan Island in southern China , 1998 .

[18]  Fionn Murtagh,et al.  Multidimensional clustering algorithms , 1985 .

[19]  R Core Team,et al.  R: A language and environment for statistical computing. , 2014 .

[20]  J. H. Ward Hierarchical Grouping to Optimize an Objective Function , 1963 .

[21]  Ny Cross-validation of non-linear growth functions for modelling tree height-diameter relationships , 1997 .

[22]  T. McMahon,et al.  Tree structures: deducing the principle of mechanical design. , 1976, Journal of theoretical biology.

[23]  M. Tomé,et al.  Nonlinear fixed and random generalized height–diameter models for Portuguese cork oak stands , 2011, Annals of Forest Science.

[24]  S. Yoshida,et al.  Allometric model of the height–diameter curve for even-aged pure stands of Japanese cedar (Cryptomeria japonica) , 2004, Journal of Forest Research.

[25]  M. R. Saunders,et al.  Height-diameter models with random coefficients and site variables for tree species of Central Maine , 2008, Annals of Forest Science.

[26]  M. Millat-e-Mustafa,et al.  Growth and yield prediction models for Acacia mangium grown in the plantations of the central region of Bangladesh , 2004, New Forests.

[27]  J. Bauhus,et al.  Allometries for Widely Spaced Populus ssp. and Betula ssp. in Nurse Crop Systems , 2013 .

[28]  T. Johansson Site Index Curves for Young Hybrid Larch Growing on Former Farmland in Sweden , 2012 .

[29]  James H. Brown,et al.  A General Model for the Origin of Allometric Scaling Laws in Biology , 1997, Science.

[30]  Takuhiko Murakami,et al.  Discontinuous DBH–height relationship of Cryptomeria japonica on Yakushima Island: effect of frequent typhoons on the maximum height , 2009, Ecological Research.