利用树干和树冠的可测量特征来评估橡树(Quercus robur L.)的生物社会分类

IF 0.7 4区 农林科学 Q3 FORESTRY
Baltic Forestry Pub Date : 2021-06-18 DOI:10.46490/bf542
B. Zawieja, Krzysztof Turczański, T. Najgrakowski, K. Kazmierczak
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引用次数: 0

摘要

树冠等级评估是林业实践中的一个关键要素。这是一种传统的方法,可用于疏伐计划、场地指数评估、树木竞争或树冠状况。将树木分配到一个给定的类别是在实地调查期间完成的,需要精度和经验来避免不准确。因此,卡夫的体系经常受到批评和修改。因此,在我们的研究中,我们旨在分析橡树(Quercus robur L.)树干和树冠的直接测量特征是否可以应用于树冠类别评估。为此,我们基于树干和树冠的可测量特征,即树的高度、乳高处的直径、树冠的长度和田间树冠投影面积,使用了主成分分析(PCA)和非线性核主成分分析。我们总共测量了位于波兰西部的三个橡树林中的286棵成熟树木。结果表明,所有选择的树干和树冠特征都允许将树木分配到给定的树冠类别中,尽管并不总是完美的。对牙冠分类的最大贡献是乳高处的直径和牙冠的参数,即场牙冠投影面积。此外,结果表明,将树木划分为生物社会类的最佳方法是考虑总变异性的百分比解释的KPCA高斯和考虑视觉划分的KPCA拉普拉斯。在后者中,多元分析产生了与字段分配方法类似的冠类分配。然而,它的应用需要测量,使其既不比传统的冠类评估更便宜,也不比传统冠类评估更快。这表明,传统的田间分配方法尽管具有主观性,但在林业实践中仍应具有重要意义。此外,树干和树冠的替代性状可以作为树冠类别评估的潜在有用的统计替代品。关键词:树冠类别,栎林,树干和树冠特征,多元方法
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The use of measurable traits of trunk and crown to assess the biosocial classes of oak trees (Quercus robur L.)
The crown class assessment is a key element in forestry practice. It is a traditional method that finds application in thinning plans, assessment of site index, tree competition, or crown condition. Assigning trees into a given class is done during field surveys and requires precision and experience to avoid inaccuracy. Therefore, Kraft’s system has often been criticized and modified. Thus, in our study, we aimed to analyse whether the directly measured traits of trunk and crown of oak trees (Quercus robur L.) can be applied to crown class assessment. For this purpose, we used the principal component analysis (PCA) and nonlinear kernel principal component analysis (KPCA) based on measurable traits of trunk and crown, i.e., the height of the tree, the diameter at breast height, the length of the crown, and the field crown projection area. In total, we measured 286 mature trees in three oak stands located in western Poland. Results indicate that all chosen traits of trunk and crown allowed, though not always perfect, to assign the trees into given crown classes. The greatest contribution to crown class distinction had the diameter at breast height and the parameters of crown, i.e., and the field crown projection area. Furthermore, results show that the best method of assigning the trees into biosocial classes is the KPCA Gauss, considering the percentage explanation of the total variability, and KPCA Laplace, considering the visual division. In the latter, the multivariate analysis resulted in a similar crown class assignment as the field-assigned method. However, its application requires measurements that make it neither cheaper nor faster than a traditional crown class assessment. It indicates that a traditional field-assigned method, despite its subjectivity, should continue to be of great importance in forestry practice. Moreover, the alternative traits of trunk and crown can be a potentially useful statistical substitute for crown class assessment. Keywords: crown class, oak stand, trunk and crown traits, multivariate methods
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来源期刊
Baltic Forestry
Baltic Forestry 农林科学-林学
CiteScore
1.60
自引率
0.00%
发文量
23
审稿时长
>12 weeks
期刊介绍: The journal welcomes the original articles as well as short reports, review papers on forestry and forest science throughout the Baltic Sea region and elsewhere in the area of boreal and temperate forests. The Baltic Sea region is rather unique through its intrinsic environment and distinguished geographical and social conditions. A temperate climate, transitional and continental, has influenced formation of the mixed coniferous and deciduous stands of high productivity and biological diversity. The forest science has been affected by the ideas from both the East and West. In 1995, Forest Research Institutes and Universities from Estonia, Latvia and Lithuania joined their efforts to publish BALTIC FORESTRY.
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