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A Multi-Faceted Approach to Analyse the Effects of Environmental Variables on Geographic Range and Genetic Structure of a Perennial Psammophilous Geophyte: The Case of the Sea Daffodil Pancratium maritimum L. in the Mediterranean Basin

机译:多变量分析方法分析环境变量对多年生嗜微生物性植物的地理范围和遗传结构的影响:以地中海盆地的海水仙花Pantarium maritimum L.为例

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摘要

The Mediterranean coastline is a dynamic and complex system which owes its complexity to its past and present vicissitudes, e.g. complex tectonic history, climatic fluctuations, and prolonged coexistence with human activities. A plant species that is widespread in this habitat is the sea daffodil, Pancratium maritimum (Amaryllidaceae), which is a perennial clonal geophyte of the coastal sands of the Mediterranean and neighbouring areas, well adapted to the stressful conditions of sand dune environments. In this study, an integrated approach was used, combining genetic and environmental data with a niche modelling approach, aimed to investigate: (1) the effect of climate change on the geographic range of this species at different times {past (last inter-glacial, LIG; and last glacial maximum, LGM), present (CURR), near-future (FUT)} and (2) the possible influence of environmental variables on the genetic structure of this species in the current period. The genetic results show that 48 sea daffodil populations (867 specimens) display a good genetic diversity in which the marginal populations (i.e. Atlantic Sea populations) present lower values. Recent genetic signature of bottleneck was detected in few populations (8%). The molecular variation was higher within the populations (77%) and two genetic pools were well represented. Comparing the different climatic simulations in time, the global range of this plant increased, and a further extension is foreseen in the near future thanks to projections on the climate of areas currently—more temperate, where our model suggested a forecast for a climate more similar to the Mediterranean coast. A significant positive correlation was observed between the genetic distance and Precipitation of Coldest Quarter variable in current periods. Our analyses support the hypothesis that geomorphology of the Mediterranean coasts, sea currents, and climate have played significant roles in shaping the current genetic structure of the sea daffodil especially during LGM because of strong variation in coastline caused by glaciations.
机译:地中海海岸线是一个动态而复杂的系统,这要归功于其过去和现在的沧桑,例如波罗的海。复杂的构造历史,气候波动以及与人类活动的长期共存。在该栖息地中分布广泛的植物物种是海水仙花(Pancratium maritimum),这是地中海及周边地区沿海沙地的多年生克隆植物,很适合沙丘环境的压力条件。在这项研究中,采用了综合方法,将遗传和环境数据与利基模型方法相结合,旨在研究:(1)气候变化在不同时间对该物种地理范围的影响{过去(最后一次冰川间期,LIG;最后冰期最大值(LGM),当前(CURR),近未来(FUT)}和(2)在当前时期环境变量可能对该物种的遗传结构产生影响。遗传结果表明,48个水仙花种群(867个标本)显示出良好的遗传多样性,其中边缘种群(即大西洋海种群)的价值较低。在少数人群中(8%)检测到瓶颈的最新遗传特征。群体中的分子变异较高(77%),并且两个遗传库得到了很好的代表。在时间上比较不同的气候模拟后,该植物的全球范围有所扩大,并且由于对当前地区气候的预测,可以预见在不久的将来还会有进一步的扩展—温带,我们的模型建议对气候的预测更加相似到地中海沿岸。在当前时期,遗传距离与最冷季变量的降水之间存在显着的正相关。我们的分析支持以下假设:地中海沿岸的地貌,洋流和气候在塑造当前水仙花的遗传结构中起着重要作用,特别是在LGM期间,这是由于冰川作用引起的海岸线变化很大。

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