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Distribution modelling and statistical phylogeography: an integrative framework for generating and testing alternative biogeographical hypotheses

机译:分布建模和统计系统地理学:用于生成和测试替代性生物地理假设的综合框架

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Statistical phylogeographic studies contribute to our understanding of the factors that influence population divergence and speciation, and that ultimately generate biogeographical patterns. The use of coalescent modelling for analyses of genetic data provides a framework for statistically testing alternative hypotheses about the timing and pattern of divergence. However, the extent to which such approaches contribute to our understanding of biogeography depends on how well the alternative hypotheses chosen capture relevant aspects of species histories. New modelling techniques, which explicitly incorporate spatio-geographic data external to the gene trees themselves, provide a means for generating realistic phylogeographic hypotheses, even for taxa without a detailed fossil record. Here we illustrate how two such techniques - species distribution modelling and its historical extension, palaeodistribution modelling - in conjunction with coalescent simulations can be used to generate and test alternative hypotheses. In doing so, we highlight a few key studies that have creatively integrated both historical geographic and genetic data and argue for the wider incorporation of such explicit integrations in biogeographical studies.
机译:统计系统地理学研究有助于我们理解影响种群差异和物种形成并最终产生生物地理格局的因素。合并模型用于遗传数据分析的使用提供了一个框架,用于统计测试关于分歧的时间和模式的其他假设。但是,这些方法对我们对生物地理学的理解有多大程度取决于所选择的替代假设在多大程度上捕获了物种历史的相关方面。新的建模技术将基因空间本身的时空地理数据显式地合并到了一起,提供了一种生成逼真的系统假说的方法,即使对于没有详细化石记录的分类单元也是如此。在这里,我们将说明如何使用两种技术(物种分布建模及其历史扩展,古地理分布建模)以及合并模拟来生成和检验替代假设。在此过程中,我们重点介绍了一些创造性地整合了历史地理和遗传数据的关键研究,并主张将这种显式整合广泛纳入生物地理研究中。

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