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Modeling qualitative and quantitative elements of branch growth in saplings of four evergreen broad-leaved tree species growing in a temperate Japanese forest

机译:模拟在温带日本森林中生长的四种常绿阔叶树种幼树的幼树中树枝生长的定性和定量元素

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Factors influencing branch growth differed between a qualitative element (whether a branch grows) and a quantitative element (the amount of biomass accretion). We measured branch growth in saplings of four evergreen broad-leaved tree species growing in a temperate Japanese forest. A hierarchical Bayesian approach was used to model two elements of branch growth: a qualitative component [whether branches produce new annual shoots (AS(n))] and a quantitative component (total AS(n) mass). The two components were influenced by somewhat different factors. The probability that a branch would produce AS(n) was affected by the total mass of previous-year annual shoots (total AS(n-1) mass), branch age, relative branch height, canopy openness measured at the branch tip, maximum canopy openness within a single sapling, and the interaction between canopy openness and maximum canopy openness. The total AS(n) mass was influenced by the total AS(n-1) mass, relative branch height, branch inclination, and maximum canopy openness. These two components of branch growth should be considered separately when tree architecture is modeled. In addition, we detected interactive responses among branches within individual saplings. The relative importance of interactive modular response and branch autonomy may differ depending on the status of plants, such as individual age, environmental conditions, and the timing of the measurements. We found considerable similarities in the responses of branch growth to the internal and environmental factors among the species studied. We also found some among-species differences in branch growth responses to the explanatory variables measured
机译:影响分支生长的因素在定性元素(分支是否生长)和定量元素(生物量增加量)之间有所不同。我们测量了在日本温带森林中生长的四种常绿阔叶树种的幼树中树枝的生长情况。使用分层贝叶斯方法对分支增长的两个要素进行建模:定性成分[分支是否产生新的年度芽(AS(n))]和定量成分(总AS(n)质量)。这两个组件受到一些不同因素的影响。分支产生AS(n)的概率受前一年年度芽的总质量(总AS(n-1)质量),分支年龄,相对分支高度,在分支尖端测得的冠层开放度,最大值的影响单个树苗内的树冠开放度,以及树冠开放度和最大树冠开放度之间的相互作用。总AS(n)质量受总AS(n-1)质量,相对分支高度,分支倾斜度和最大树冠张开度的影响。在对树结构进行建模时,应分别考虑分支增长的这两个部分。此外,我们在单个树苗内的各个分支之间检测到交互响应。交互式模块响应和分支自治的相对重要性可能会根据植物的状态(例如个体年龄,环境条件和测量时间)而有所不同。我们发现所研究物种之间的分支生长对内部和环境因素的响应具有相当的相似性。我们还发现了分支间对所测解释变量的种间差异

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