Center for Stock Assessment Research and Department of Applied Mathematics and Statistics, University of California, Santa Cruz, CA 95064, USA Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Via Ponzio 34/5, Milan 20133, Italy
J R Soc Interface. 2014 Aug 6;11(97):20140441. doi: 10.1098/rsif.2014.0441.
One of the most dramatic consequences of climate change will be the intensification and increased frequency of extreme events. I used numerical simulations to understand and predict the consequences of directional trend (i.e. mean state) and increased variability of a climate variable (e.g. temperature), increased probability of occurrence of point extreme events (e.g. floods), selection pressure and effect size of mutations on a quantitative trait determining individual fitness, as well as the their effects on the population and genetic dynamics of a population of moderate size. The interaction among climate trend, variability and probability of point extremes had a minor effect on risk of extinction, time to extinction and distribution of the trait after accounting for their independent effects. The survival chances of a population strongly and linearly decreased with increasing strength of selection, as well as with increasing climate trend and variability. Mutation amplitude had no effects on extinction risk, time to extinction or genetic adaptation to the new climate. Climate trend and strength of selection largely determined the shift of the mean phenotype in the population. The extinction or persistence of the populations in an 'extinction window' of 10 years was well predicted by a simple model including mean population size and mean genetic variance over a 10-year time frame preceding the 'extinction window', although genetic variance had a smaller role than population size in predicting contemporary risk of extinction.
气候变化最显著的后果之一将是极端事件的加剧和频率增加。我使用数值模拟来理解和预测气候变量(如温度)的方向趋势(即均值状态)和可变性增加、点极值事件(如洪水)发生概率增加、对决定个体适应性的数量性状的突变选择压力和效应大小,以及它们对中等规模种群的种群和遗传动态的影响。在考虑到它们独立影响的情况下,气候趋势、可变性和点极值概率之间的相互作用对灭绝风险、灭绝时间和性状分布的影响较小。随着选择强度的增加以及气候趋势和可变性的增加,种群的生存机会急剧线性下降。突变幅度对灭绝风险、灭绝时间或对新气候的遗传适应没有影响。气候趋势和选择强度在很大程度上决定了种群中平均表型的变化。在“灭绝窗口”为 10 年的情况下,一个简单的模型(包括“灭绝窗口”前 10 年内的平均种群大小和平均遗传方差)可以很好地预测种群的灭绝或生存,尽管遗传方差在预测当代灭绝风险方面的作用比种群大小小。