Influences of determined and estimated dendrometric variables on the precision of volumetric modelling

IF 1.1 Q3 FORESTRY
José Antônio Aleixo da Silva, Rinaldo L Caraciolo Ferreira
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引用次数: 0

Abstract

The use of independent variables in volumetric modelling is an important step in fitting models to represent tree or stand characteristics. The DBH measured at 1.3 m from the ground level and total tree height (Ht) are the most commonly used independent variables when modelling individual tree volumes. This work aimed to analyze the importance of independent variables in fitting and selecting volumetric equations. A total of 750 trees from an experiment with three Eucalyptus spp. clones planted in five spacings in the semi-arid region of Pernambuco were used. Four statistical procedures were applied to compare the equations: Adjusted Fit Index (AFI), Akaike information criterion (AIC), mean absolute percentage error (MAPE), and a completely random design having the real tree volume as control and the fit equations as treatments. The error measuring heights in the field (EH) was also analyzed. Four heights were evaluated: Ht, height estimated in the field (He) and heights adjusted (Ha) from hypsometric relationships using the DBH [Ha (a)] and D1.7 [Ha (b)], which was the diameter most correlated with the volume. The result indicates that all 18 fitted models provided high precision volumetric equations which do not differ at the 5% significance level.
确定的和估计的树形变量对体积模拟精度的影响
在体积建模中使用自变量是拟合模型以表示树木或林分特征的重要步骤。距离地面1.3 m处测量的胸径和总树高(Ht)是建模单个树木体积时最常用的独立变量。本文旨在分析自变量在拟合和选择体积方程中的重要性。在伯南布哥半干旱区进行了3个桉树无性系5个间距的试验,共750棵树。采用校正拟合指数(Adjusted Fit Index, AFI)、赤池信息准则(Akaike information criterion, AIC)、平均绝对百分比误差(mean absolute percentage error, MAPE)和以真树体积为对照、拟合方程为处理的完全随机设计四种统计方法对方程进行比较。并对现场测高误差进行了分析。利用DBH [Ha (a)]和D1.7 [Ha (b)] (DBH是直径与体积关系最密切的),对四个高度进行了评估:Ht,田间估计高度(He)和调整高度(Ha)。结果表明,所有18个拟合模型都提供了高精度的体积方程,在5%显著性水平下不存在差异。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
2.30
自引率
9.10%
发文量
48
审稿时长
6 weeks
期刊介绍: Original results of basic and applied research from all fields of forestry related to European forest ecosystems and their functions including those in the landscape and wood production chain are published in original scientific papers, short communications and review articles. Papers are published in English
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