Maximum and largest crown width equations for 15 tree species in Maine

M. Russell, A. Weiskittel
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引用次数: 55

Abstract

An extensive statewide data set for seven conifer and eight hardwood species commonly occurring in Maine was used in the development of maximum and largest crown width equations. To establish the characteristics of open-grown trees, quantile regression was used to estimate the biological maximum crown width for a species at a given diameter. To predict crown widths of trees in forested settings, a constrained nonlinear equation was used, using the predicted maximum crown width, tree diameter, and crown ratio. The models performed well across the wide range of stand conditions present in the data set and improved predictions over the currently used crown width equations for most species (reduction of mean absolute error ranged from 1 to 23%). In general, predictions of largest crown width were not greatly improved with the inclusion of crown ratio, and there was a high amount of unexplained variation for shade-tolerant hardwood species, such as American beech (Fagus grandifolia) and sugar maple (Acer saccharum). The equations presented herein can be used in examining tree crown profiles, computing measurements of stand density, and investigating canopy dynamics for species common to the forests of Maine.
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缅因州15种树种的最大和最大冠宽方程
在缅因州常见的7种针叶树和8种硬木种的广泛全州数据集被用于最大和最大冠宽方程的开发。为了建立开放生长树木的特征,采用分位数回归估计了给定直径下一个物种的生物最大冠宽。为了预测森林环境下树木的冠宽,采用一个约束非线性方程,利用预测的最大冠宽、树径和冠比来预测树木的冠宽。该模型在数据集中广泛的林分条件下表现良好,并且比目前使用的大多数物种的冠宽方程的预测结果有所改进(平均绝对误差减少1 - 23%)。总体而言,包括冠比在内的最大冠宽预测没有得到很大的改善,并且在美国山毛榉(Fagus grandfolia)和糖枫(Acer saccharum)等耐阴硬木树种中存在大量无法解释的变异。本文提出的方程可用于检查树冠剖面,计算林分密度的测量值,以及调查缅因州森林中常见物种的冠层动态。
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