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Disentangling coordination among functional traits using an individual-based model: Impact on plant performance and trait variability

机译:使用基于个体的模型解决功能性状之间的协调:对植物性能和性状变异性的影响

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摘要

Background: Plant functional traits co-vary along strategy spectra, thereby defining trade-offs for resource acquisition and utilization amongst other processes. A main objective of plant ecology is to quantify the correlations among traits and ask why some of them are sufficiently closely coordinated to form a single axis of functional specialization. However, due to trait co-variations in nature, it is difficult to propose a mechanistic and causal explanation for the origin of trade-offs among traits observed at both intra- and inter-specific level. Methodology/Principal Findings: Using the GEMINI individual-centered model which coordinates physiological and morphological processes, we investigated with 12 grass species the consequences of deliberately decoupling variation of leaf traits (specific leaf area, leaf lifespan) and plant stature (height and tiller number) on plant growth and phenotypic variability. For all species under both high and low N supplies, simulated trait values maximizing plant growth in monocultures matched observed trait values. Moreover, at the intraspecific level, plastic trait responses to N addition predicted by the model were in close agreement with observed trait responses. In a 4D trait space, our modeling approach highlighted that the unique trait combination maximizing plant growth under a given environmental condition was determined by a coordination of leaf, root and whole plant processes that tended to colimit the acquisition and use of carbon and of nitrogen. Conclusion/Significance: Our study provides a mechanistic explanation for the origin of trade-offs between plant functional traits and further predicts plasticity in plant traits in response to environmental changes. In a multidimensional trait space, regions occupied by current plant species can therefore be viewed as adaptive corridors where trait combinations minimize allometric and physiological constraints from the organ to the whole plant levels. The regions outside this corridor are empty because of inferior plant performance.
机译:背景:植物功能性状随策略范围而变化,从而在其他过程之间定义了资源获取和利用的权衡。植物生态学的主要目标是量化性状之间的相关性,并询问为什么其中一些充分协调以形成功能专业化的单一轴。但是,由于自然界中性状的共变异,很难就种内和种间水平上观察到的性状之间的折衷起因提出机理和因果关系的解释。方法/主要发现:使用GEMINI以个体为中心的模型来协调生理和形态过程,我们用12种草种调查了故意将叶片性状(特定叶面积,叶片寿命)和植物身高(身高和分till数)的变化解耦的后果)关于植物生长和表型变异性。对于高氮和低氮供应下的所有物种,单株栽培中使植物生长最大化的模拟性状值与观察到的性状值相匹配。此外,在种内水平上,模型预测的对氮添加的塑性性状响应与观察到的性状响应紧密一致。在4D特征空间中,我们的建模方法强调指出,在给定环境条件下能使植物最大化生长的独特性状组合是由叶片,根和整个植物过程的协调决定的,这些过程往往会限制碳和氮的获取和使用。结论/意义:我们的研究为植物功能性状之间权衡的起源提供了机械解释,并进一步预测了植物性状响应环境变化的可塑性。因此,在多维特征空间中,当前植物物种所占据的区域可以看作是适应性走廊,在该走廊中,性状组合可最大程度地减少从器官到整个植物水平的异形和生理约束。由于植物性能较差,该走廊外的区域是空的。

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