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模拟种群对环境变化的适应性和非适应性反应。

Modeling Adaptive and Nonadaptive Responses of Populations to Environmental Change.

作者信息

Coulson Tim, Kendall Bruce E, Barthold Julia, Plard Floriane, Schindler Susanne, Ozgul Arpat, Gaillard Jean-Michel

出版信息

Am Nat. 2017 Sep;190(3):313-336. doi: 10.1086/692542. Epub 2017 Jun 29.

Abstract

Understanding how the natural world will be impacted by environmental change over the coming decades is one of the most pressing challenges facing humanity. Addressing this challenge is difficult because environmental change can generate both population-level plastic and evolutionary responses, with plastic responses being either adaptive or nonadaptive. We develop an approach that links quantitative genetic theory with data-driven structured models to allow prediction of population responses to environmental change via plasticity and adaptive evolution. After introducing general new theory, we construct a number of example models to demonstrate that evolutionary responses to environmental change over the short-term will be considerably slower than plastic responses and that the rate of adaptive evolution to a new environment depends on whether plastic responses are adaptive or nonadaptive. Parameterization of the models we develop requires information on genetic and phenotypic variation and demography that will not always be available, meaning that simpler models will often be required to predict responses to environmental change. We consequently develop a method to examine whether the full machinery of the evolutionarily explicit models we develop will be needed to predict responses to environmental change or whether simpler nonevolutionary models that are now widely constructed may be sufficient.

摘要

了解未来几十年自然世界将如何受到环境变化的影响,是人类面临的最紧迫挑战之一。应对这一挑战颇具难度,因为环境变化既能引发种群层面的可塑性反应,也能引发进化反应,而可塑性反应既有适应性的,也有非适应性的。我们开发了一种方法,将数量遗传学理论与数据驱动的结构化模型相结合,以便通过可塑性和适应性进化来预测种群对环境变化的反应。在引入一般新理论后,我们构建了一些示例模型,以证明短期内对环境变化的进化反应将比可塑性反应慢得多,而且对新环境的适应性进化速率取决于可塑性反应是适应性的还是非适应性的。我们开发的模型参数化需要有关遗传和表型变异以及种群统计学的信息,而这些信息并非总是可得,这意味着通常需要更简单的模型来预测对环境变化的反应。因此,我们开发了一种方法,以检验预测对环境变化的反应是否需要我们开发的进化明确模型的全部机制,或者现在广泛构建的更简单的非进化模型是否就足够了。

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