Development of height to crown base models for thirteen tree species of the North American Acadian Region

Height to live crown base (HCB) is an important input variable for several growth and yield models. Since HCB is rarely measured in the field, it is often predicted using static models. Instead of predicting HCB, the Forest Vegetation Simulator Northeastern Variant (FVS-NE) uses an equation that predicts crown ratio (CR), which has not been well validated. The main goal of the present study was to construct a regional HCB model for thirteen selected tree species of the Acadian Region of North America. The specific objectives were to: 1) evaluate FVS-NE model predictions, 2) compare suitable model forms, and 3) assess influence of various covariates to improve predictions. We evaluated three model forms, namely Holdaway (1986), logistic, and exponential. The findings indicated that FVS-NE models were significantly biased for all species as the overall mean bias and root mean square error (RMSE) were 0.11 m and 1.80 m, respectively. A logistic equation with size (diameter at breast height [DBH], total heigh...

[1]  J. Kershaw,et al.  Development of regional height to diameter equations for 15 tree species in the North American Acadian Region , 2012 .

[2]  Nicholas L. Crookston,et al.  Linking climate, gross primary productivity, and site index across forests of the western United States , 2011 .

[3]  Jerome K. Vanclay,et al.  Forest Growth and Yield Modeling , 2011 .

[4]  A. Weiskittel,et al.  Maximum and largest crown width equations for 15 tree species in Maine , 2011 .

[5]  S. Huang,et al.  Evaluation of population-averaged and subject-specific approaches for modeling the dominant or codominant height of lodgepole pine trees , 2009 .

[6]  Nicholas L. Crookston,et al.  Accuracy and equivalence testing of crown ratio models and assessment of their impact on diameter growth and basal area increment predictions of two variants of the Forest Vegetation Simulator , 2009 .

[7]  Hailemariam Temesgen,et al.  Analysis and comparison of nonlinear tree height prediction strategies for Douglas-fir forests , 2008 .

[8]  R. Monserud,et al.  Annualized diameter and height growth equations for Pacific Northwest plantation-grown Douglas-fir, western hemlock, and red alder. , 2007 .

[9]  Nicholas L. Crookston,et al.  The forest vegetation simulator: A review of its structure, content, and applications , 2005 .

[10]  Hailemariam Temesgen,et al.  Tree crown ratio models for multi-species and multi-layered stands of southeastern British Columbia , 2005 .

[11]  William A. Bechtold,et al.  Crown-Diameter Prediction Models for 87 Species of Stand-Grown Trees in the Eastern United States , 2003 .

[12]  A. Kozak,et al.  Does cross validation provide additional information in the evaluation of regression models , 2003 .

[13]  M. Tomé,et al.  Height–diameter equation for first rotation eucalypt plantations in Portugal , 2002 .

[14]  D. Bates,et al.  Mixed-Effects Models in S and S-PLUS , 2001 .

[15]  Margarida Tomé,et al.  A tree crown ratio prediction equation for eucalypt plantations , 2001 .

[16]  Hubert Hasenauer,et al.  A crown ratio model for Austrian forests , 1996 .

[17]  R. Tibshirani,et al.  An Introduction to the Bootstrap , 1995 .

[18]  R. Amateis,et al.  Projecting Crown Measures for Loblolly Pine Trees Using a Generalized Thinning Response Function , 1995 .

[19]  Ronald E. McRoberts,et al.  Variation in forest inventory field measurements , 1994 .

[20]  Harold E. Burkhart,et al.  Predicting Crown-Height Increment for Thinned and Unthinned Loblolly Pine Plantations , 1992, Forest Science.

[21]  William R. Wykoff,et al.  A Basal Area Increment Model for Individual Conifers in the Northern Rocky Mountains , 1990, Forest Science.

[22]  A. A. Zumrawi,et al.  Equations for predicting the height to crown base of six tree species in the central western Willamette Valley of Oregon , 1989 .

[23]  Harold E. Burkhart,et al.  Compatible crown ratio and crown height models , 1987 .

[24]  Martin W. Ritchie,et al.  Equations for predicting height to crown base for fourteen tree species in southwest Oregon , 1987 .

[25]  Margaret R. Holdaway,et al.  Modeling Tree Crown Ratio , 1986 .

[26]  David K. Walters,et al.  Taper equations for six conifer species in southwest Oregon , 1986 .

[27]  T. O. Kvålseth Cautionary Note about R 2 , 1985 .

[28]  Martin W. Ritchie,et al.  Equations for predicting basal area increment in Douglas-fir and grand fir , 1985 .

[29]  David K. Walters,et al.  Equations and tables predicting gross total stem volumes in cubic feet for six major conifers of southwest Oregon , 1985 .

[30]  Paul J. Kramer,et al.  Physiology of Woody Plants , 1983 .

[31]  R. Curtis,et al.  Crown Development and Site Estimates in a Douglas-Fir Plantation Spacing Test , 1970 .

[32]  P. Larson Stem Form Development of Forest Trees , 1963 .

[33]  V. M. Conway,et al.  Deciduous Forests of Eastern North America. , 1951 .

[34]  A. Hopkins,et al.  Bioclimatics: A Science of Life and Climate Relations , 1938 .

[35]  Richard F. Daniels,et al.  Simulation of Individual Tree Growth and Stand Development in Loblolly Pine Plantations on Cutover, Site-Prepared Areas , 1987 .

[36]  Nicholas L. Crookston,et al.  User's guide to the stand prognosis model / , 1982 .

[37]  G. J. Hamilton,et al.  The Dependence of Volume Increment of Individual Trees on Dominance, Crown Dimensions, and Competition , 1969 .

[38]  J. Krajícek,et al.  Crown competition-a measure of density. , 1961 .