Age estimation of black locust (Robinia pseudoacacia) based on morphometric traits

IF 0.8 Q2 Environmental Science Biosystems Diversity Pub Date : 2023-05-27 DOI:10.15421/012324
O. Kunakh, I. Ivanko, K. Holoborodko, A. Volkova, O. Zhukov
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Abstract

The use of black locust (Robinia pseudoacacia L.) is still controversial, especially in managed forests, due to its invasive nature. The black locust has been proven effective in reclamation of degraded lands when native species are not an alternative in the face of the climate change and desertification. Therefore, the importance of black locust in European ecosystems remains a matter of debate. Of course, it is an adventitious species originating from another continent. However, the ecological characteristics of the species in its natural range are very useful for ensuring the restoration of vegetation cover in areas that have experienced significant anthropogenic pressure. This species has a large number of important and useful features that make it an important agent in the forestry system and provide significant environmental and economic benefits. The status of black locust as an invasive species, i.e. one that is capable of uncontrolled spread, remains speculative. Such a conclusion requires various studies, including those identifying exact age of the plants based on morphometric parameters. In our study, we tested the hypothesis that plant height and trunk diameter will allow for an accurate assessment of black locust age. The plants of black locust were measured in the zone of spontaneous self-seeding of plants from a planted 60-years-old forest. The plants dispersed towards a fallow land, formed in the corner of an agricultural field. The spreading began 15 to 20 years ago. The plants are mainly propagated by seedlings. An expert estimated the age of the plants visually. The measured trees were cut to obtain cross sections to account for the number of annual rings. A total of 68 trees were examined for morphometric characters. Black locust communities during self-dispersal are represented by individuals of different ages. The spatial pattern of distribution of individuals of different ages can reveal the spatial and temporal dynamics of the formation of spontaneous populations of black locust. For this purpose, it is critical to accurately identify the age of a large sample. Expert estimation of age is fast and fairly accurate, but it depends greatly on the qualifications of the expert and oftentimes plant ages are underestimated, especially in the early stages of population development. Plant height is also a good predictor of plant age, but the model gives poor predictions for plants older than 10 years. The tree height ranged 2.3 to 16.0 meters. The diameter at breast height (DBH) ranged 1.0 to 17.5 cm. The diameter at the root collar (DRC) ranged 1.6 to 21.7 cm. The age of the studied trees, determined by the number of annual rings per transect, ranged 6 to 17 years. The age of the trees according to the expert estimates was 8.2 ± 4.8 years. The expert estimates of age and the age according to the number of annual rings were statistically significantly different. The expert estimates of tree age were linearly related to tree size, while estimates of the number of annual rings showed a logarithmic relationship with tree height. Expert estimates also showed a closer relationship with tree height, while the relationship of estimates based on the number of annual rings had a slightly lower dependence on the morphometric traits. Regression analysis showed that there is a linear relationship between morphometric traits of the black locust. The coefficient of determination for the dependence of diameter at breast height on tree height was 0.96, and for the dependence of diameter at the base of the trunk on diameter at breast height was 0.97. This indicates a high level of multicollinearity of these morphometric traits when considering them as predictors of plant age. Taking into account the diameter at breast height and the diameter at the level of the root collar significantly improved the predictive ability of the model for identifying the age of the black locust trees.
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基于形态计量学特征的刺槐年龄估计
由于刺槐(Robinia pseudoacacia L.)的入侵性,其使用仍然存在争议,特别是在管理森林中。在面对气候变化和荒漠化,本地物种无法替代的情况下,黑蝗已被证明在退化土地的复垦方面是有效的。因此,黑蝗在欧洲生态系统中的重要性仍然是一个有争议的问题。当然,它是来自另一个大陆的外来物种。然而,该物种在其自然分布范围内的生态特征对于确保在经历过重大人为压力的地区恢复植被覆盖非常有用。该树种具有许多重要和有用的特征,使其成为林业系统中的重要代理人,并提供显着的环境和经济效益。刺槐作为入侵物种的地位,即能够不受控制地扩散的物种,仍然是推测性的。这样的结论需要各种各样的研究,包括那些根据形态计量参数确定植物确切年龄的研究。在我们的研究中,我们验证了植物高度和树干直径可以准确评估刺槐年龄的假设。在60年树龄人工林植物自发自播区对刺槐植物进行了测量。植物向一块休耕地分散开来,在农田的一角形成一片空地。这种传播始于15至20年前。这些植物主要靠幼苗繁殖。一位专家用肉眼估计了这些植物的年龄。测量的树木被砍断以获得横截面,以说明年轮的数量。共检测了68棵树的形态计量特征。在自扩散过程中,黑蝗群落以不同年龄的个体为代表。不同年龄个体的空间分布格局可以揭示蝗虫自发种群形成的时空动态。为此,准确识别大量样本的年龄是至关重要的。专家对年龄的估计是快速和相当准确的,但这在很大程度上取决于专家的资格,而且植物年龄经常被低估,特别是在种群发展的早期阶段。植物高度也能很好地预测植物年龄,但该模型对树龄超过10年的植物的预测很差。树高为2.3 ~ 16.0米。胸径(DBH)为1.0 ~ 17.5 cm。根颈直径(DRC)为1.6 ~ 21.7 cm。研究树木的年龄,由每个样带的年轮数决定,范围为6至17年。据专家估计,这些树的树龄为8.2±4.8年。专家估计的年龄与根据年轮数估算的年龄有统计学上的显著差异。专家对树龄的估计与树的大小呈线性关系,而年轮数的估计与树的高度呈对数关系。专家估计值与树高的关系也更密切,而基于年轮数的估计值对形态计量性状的依赖程度略低。回归分析表明,刺槐的形态计量性状之间存在线性关系。胸高径对树高的依赖关系的决定系数为0.96,树干基部径对胸高径的依赖关系的决定系数为0.97。这表明,当考虑到这些形态计量性状作为植物年龄的预测因子时,它们具有高度的多重共线性。考虑了胸径和根颈水平径后,模型对刺槐树龄的预测能力显著提高。
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