Università di Genova, Dipartimento di Scienze della terra, Ambiente e Vita, Corso Europa 26, I-16132, Genoa, Italy.
Oecologia. 2023 Feb;201(2):421-434. doi: 10.1007/s00442-023-05323-y. Epub 2023 Feb 4.
Species distribution models are the most widely used tool to predict species distributions for species conservation and assessment of climate change impact. However, they usually do not consider intraspecific ecological variation exhibited by many species. Overlooking the potential differentiation among groups of populations may lead to misplacing any conservation actions. This issue may be particularly relevant in species in which few populations with potential local adaptation occur, as in species with disjunct populations. Here, we used ecological niche modeling to analyze how the projections of current and future climatically suitable areas of 12 plant species can be affected using the whole taxa occurrences compared to occurrences from geographically disjunct populations. Niche analyses suggest that usually the disjunct group of populations selects the climatic conditions as similar as possible to the other according to climate availability. Integrating intraspecific variability only slightly increases models' ability to predict species occurrences. However, it results in different predictions of the magnitude of range change. In some species, integrating or not integrating intraspecific variability may lead to opposite trend in projected range change. Our results suggest that integrating intraspecific variability does not strongly improve overall models' accuracy, but it can result in considerably different conclusions about future range change. Consequently, accounting for intraspecific differentiation may enable the detection of potential local adaptations to new climate and so to design targeted conservation strategies.
物种分布模型是预测物种分布以进行物种保护和评估气候变化影响的最广泛使用的工具。然而,它们通常不考虑许多物种表现出的种内生态变异。忽略潜在的种群分化可能导致任何保护行动的错位。在某些物种中,这一问题可能尤为重要,这些物种的少数种群具有潜在的局部适应能力,例如间断分布的物种。在这里,我们使用生态位模型分析了与仅使用地理上不连续的种群出现相比,使用整个分类群出现如何影响 12 种植物物种当前和未来气候适宜区的预测。生态位分析表明,通常不连续的种群群体根据气候可利用性选择尽可能相似的气候条件。仅整合种内变异性略微提高了模型预测物种出现的能力。然而,这会导致对范围变化幅度的预测不同。在某些物种中,整合或不整合种内变异性可能导致预测范围变化的趋势相反。我们的结果表明,整合种内变异性并不能显著提高整体模型的准确性,但它可能导致对未来范围变化的结论有很大的不同。因此,考虑种内分化可以检测到对新气候的潜在局部适应,从而设计有针对性的保护策略。