Institute of Agricultural and Environmental Sciences, Estonian University of Life Sciences, Tartu, Estonia.
Institute of Ecology and Earth Sciences, University of Tartu, Tartu, Estonia.
Ecology. 2022 Nov;103(11):e3806. doi: 10.1002/ecy.3806. Epub 2022 Aug 17.
In trait-based ecology, phenotypic variation (PVar) is often quantified with measures expressing average differences between populations standardized in the range 0-1. However, these measures disregard the within-population trait variability. In addition, some of them cannot be partitioned between populations. These aspects can either alter their interpretation or limit their applicability. To overcome these problems, we propose a new measure, the phenotypic dissimilarity (PhD) index, to quantify PVar between populations in scenarios of varying within-population interindividual trait variability. PhD can also quantify within-population PVar while accounting for intraindividual trait variability. Using simulated and real data, we show that using the PhD index becomes important when the within-population trait variability is not negligible, as in all ecological studies. By accounting for within-population trait variability, the PhD index does not overestimate PVar across an environmental gradient compared to other estimators. Traits inherently vary within species. Accounting for such variability is essential to understanding species' phenotypic responses to environmental cues. The proposed PhD index will provide ecologists with a tool for quantifying PVar within species and compare it between species at different levels of biological organization. We provide an R function to calculate the PhD index.
在基于特征的生态学中,表型变异(PVar)通常使用表达种群之间平均差异的度量来量化,这些度量在 0-1 的范围内标准化。然而,这些度量忽略了种群内的性状变异性。此外,其中一些度量不能在种群之间进行划分。这些方面可能会改变它们的解释或限制它们的适用性。为了克服这些问题,我们提出了一种新的度量,即表型差异(PhD)指数,用于量化在种群内个体间性状变异性不同的情况下种群之间的 PVar。PhD 指数还可以在考虑个体内性状变异性的情况下量化种群内的 PVar。使用模拟和真实数据,我们表明,当种群内的性状变异性不可忽略时,如在所有生态学研究中,使用 PhD 指数变得很重要。通过考虑种群内的性状变异性,与其他估计量相比,PhD 指数不会在环境梯度上高估 PVar。性状在物种内固有地变化。考虑到这种变异性对于理解物种对环境线索的表型反应至关重要。所提出的 PhD 指数将为生态学家提供一种量化物种内 PVar 的工具,并在不同层次的生物组织之间比较物种之间的 PVar。我们提供了一个用于计算 PhD 指数的 R 函数。