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Individual variability in tree allometry determines light resource allocation in forest ecosystems: a hierarchical Bayesian approach

机译:树木异体的个体变异性决定了森林生态系统中的光资源分配:一种分级贝叶斯方法

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Tree species differences in crown size and shape are often highlighted as key characteristics determining light interception strategies and successional dynamics. The phenotypic plasticity of species in response to light and space availability suggests that intraspecific variability can have potential consequences on light interception and community dynamics. Species crown size varies depending on site characteristics and other factors at the individual level which differ from competition for light and space. These factors, such as individual genetic characteristics, past disturbances or environmental micro-site effects, combine with competition-related phenotypic plasticity to determine the individual variability in crown size. Site and individual variability are typically ignored when considering crown size and light interception by trees, and residual variability is relegated to a residual error term, which is then ignored when studying ecological processes. In the present study, we structured and quantified variability at the species, site, and individual levels for three frequently used tree allometric relations using fixed and random effects in a hierarchical Bayesian framework. We focused on two species: Abies alba (silver fir) and Picea abies (Norway spruce) in nine forest stands of the western Alps. We demonstrated that species had different allometric relations from site to site and that individual variability accounted for a large part of the variation in allometric relations. Using a spatially explicit radiation transmission model on real stands, we showed that individual variability in tree allometry had a substantial impact on light resource allocation in the forest. Individual variability in tree allometry modulates species’ light-intercepting ability. It generates heterogeneous light conditions under the canopy, with high light micro-habitats that may promote the regeneration of light-demanding species and slow down successional dynamics.
机译:树冠大小和形状上的树种差异通常被突出为决定光拦截策略和演替动力学的关键特征。物种对光和空间的可利用性的表型可塑性表明,种内变异性可能对光的拦截和群落动态产生潜在的影响。物种树冠的大小取决于场地特征和个体水平上的其他因素,而这些因素不同于争夺光和空间。这些因素,例如个体遗传特征,过去的干扰或环境微场所效应,与竞争相关的表型可塑性结合起来,确定个体冠大小的变异性。考虑树木的树冠大小和光线拦截时,通常会忽略站点和个体的变异性,而残留变异性则归结为残留误差项,然后在研究生态过程时将其忽略。在本研究中,我们使用分层贝叶斯框架中的固定和随机效应,对三种常用的树木异形关系在物种,部位和个体水平上进行了结构化和量化分析。我们集中研究了两个物种:西阿尔卑斯山的九个林分中的白冷杉(Abies alba)(白杉)和云杉(Picea abies)(挪威云杉)。我们证明了物种之间因地点而异的异形关系,个体变异性占异形关系变化的很大一部分。通过在真实林分上使用空间显性辐射传输模型,我们表明树木异度的个体变异性对森林中的光资源分配有很大影响。树木异形的个体变异性可调节物种的光拦截能力。它在冠层下产生异质光照条件,并具有高光照微生境,可能促进对光需求物种的再生并减慢演替动力学。

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