Department of Ecology, Swedish University of Agricultural Sciences, Uppsala, Sweden.
J Anim Ecol. 2017 Oct;86(6):1339-1351. doi: 10.1111/1365-2656.12740. Epub 2017 Sep 25.
Prediction of species distributions in an altered climate requires knowledge on how global- and local-scale factors interact to limit their current distributions. Such knowledge can be gained through studies of spatial population dynamics at climatic range margins. Here, using a butterfly (Pyrgus armoricanus) as model species, we first predicted based on species distribution modelling that its climatically suitable habitats currently extend north of its realized range. Projecting the model into scenarios of future climate, we showed that the distribution of climatically suitable habitats may shift northward by an additional 400 km in the future. Second, we used a 13-year monitoring dataset including the majority of all habitat patches at the species northern range margin to assess the synergetic impact of temperature fluctuations and spatial distribution of habitat, microclimatic conditions and habitat quality, on abundance and colonization-extinction dynamics. The fluctuation in abundance between years was almost entirely determined by the variation in temperature during the species larval development. In contrast, colonization and extinction dynamics were better explained by patch area, between-patch connectivity and host plant density. This suggests that the response of the species to future climate change may be limited by future land use and how its host plants respond to climate change. It is, thus, probable that dispersal limitation will prevent P. armoricanus from reaching its potential future distribution. We argue that models of range dynamics should consider the factors influencing metapopulation dynamics, especially at the range edges, and not only broad-scale climate. It includes factors acting at the scale of habitat patches such as habitat quality and microclimate and landscape-scale factors such as the spatial configuration of potentially suitable patches. Knowledge of population dynamics under various environmental conditions, and the incorporation of realistic scenarios of future land use, appears essential to provide predictions useful for actions mitigating the negative effects of climate change.
在气候变化下预测物种分布需要了解全球和局部尺度的因素如何相互作用,从而限制其当前的分布范围。这些知识可以通过在气候分布范围边缘的空间种群动态研究中获得。在这里,我们以一种蝴蝶(Pyrgus armoricanus)作为模型物种,首先通过物种分布模型预测,其气候适宜栖息地目前已经扩展到其实际分布范围以北。将模型投影到未来气候的情景中,我们表明,在未来,气候适宜栖息地的分布可能会向北再扩展 400 公里。其次,我们使用了一个包含该物种北部分布范围边缘的大多数栖息地斑块的 13 年监测数据集,评估了温度波动、栖息地的空间分布、微气候条件和栖息地质量对种群数量和定居-灭绝动态的协同影响。年际丰度波动几乎完全由物种幼虫发育过程中的温度变化决定。相比之下,定居和灭绝动态可以更好地用斑块面积、斑块间的连通性和宿主植物密度来解释。这表明,该物种对未来气候变化的响应可能受到未来土地利用方式以及其宿主植物对气候变化的响应的限制。因此,扩散限制可能会阻止 P. armoricanus 达到其潜在的未来分布。我们认为,范围动态模型应该考虑影响集合种群动态的因素,特别是在范围边缘,而不仅仅是大尺度气候。它包括在栖息地斑块尺度上起作用的因素,如栖息地质量和小气候,以及景观尺度上的因素,如潜在适宜斑块的空间配置。了解各种环境条件下的种群动态,并纳入未来土地利用的现实情景,对于提供有助于减轻气候变化负面影响的预测是至关重要的。