Modeling Population Growth under Climate Stressors Using Age-Structured Matrix Models.

IF 2.2 3区 生物学 Q1 ZOOLOGY
Haruka Wada, Wonil Choi, Victoria M Coutts, Alexander J Hoffman, Todd D Steury
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引用次数: 0

Abstract

Climate resilience, a focus of many recent studies, has been examined from ecological, physiological, and evolutionary perspectives. However, sampling biases toward adults, males, and certain species have made establishing the link between environmental change and population-level change problematic. Here, we used data from four laboratory studies, in which we administered pre- and postnatal stressors, such as suboptimal incubation temperature, heat stress, and food restriction, to zebra finches. We then quantified hatching success, posthatch survival, and reproductive success, to parameterize age-structured population dynamics models with the goal of estimating the effect of the stressors on relative population growth rates. Using the same model structure, we tested the hypothesis that early life stages influence population growth rate more than later life stages. Our models suggested that stressful events during embryonic development, such as suboptimal incubation temperatures and reduced gas exchange for the embryos, have a greater total impact on population growth than posthatch stressors, such as heat stress and food restriction. However, among life history traits, differences in hatching success and sex ratio of offspring in response to stressors changed population growth rates more than differences in any other demographic rate estimates. These results suggest that when predicting population resilience against climate change, it is critical to account for effects of climate change on all life stages, including early stages of life, and to incorporate individuals' physiology and stress tolerance that likely influence future stress responses, reproduction, and survival.

利用年龄结构矩阵模型模拟气候压力下的人口增长。
气候适应能力是近期许多研究的重点,已从生态、生理和进化角度进行了研究。然而,对成体、雄性和某些物种的取样偏差使得建立环境变化与种群水平变化之间的联系成为难题。在这里,我们利用四项实验室研究的数据,对斑马雀施加产前和产后应激因子,如次优孵化温度、热应激和食物限制,并量化孵化成功率、孵化后存活率和繁殖成功率,从而将年龄结构种群动力学模型参数化,目的是估计应激因子对相对种群增长率的影响。利用相同的模型结构,我们检验了早期生命阶段比晚期生命阶段对种群增长率影响更大的假设。我们的模型表明,胚胎发育过程中的应激事件,如不理想的孵化温度和胚胎气体交换减少,对种群增长的总体影响要大于孵化后的应激事件,如热应激和食物限制。然而,在生命史特征中,孵化成功率和后代性别比对应激因素的响应差异对种群增长率的影响要大于其他人口统计率估计值的差异。这些结果表明,在预测种群对气候变化的适应能力时,关键是要考虑气候变化对所有生命阶段(包括生命早期阶段)的影响,并将可能影响未来应激反应、繁殖和存活的个体生理和应激耐受性考虑在内。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
4.70
自引率
7.70%
发文量
150
审稿时长
6-12 weeks
期刊介绍: Integrative and Comparative Biology ( ICB ), formerly American Zoologist , is one of the most highly respected and cited journals in the field of biology. The journal''s primary focus is to integrate the varying disciplines in this broad field, while maintaining the highest scientific quality. ICB''s peer-reviewed symposia provide first class syntheses of the top research in a field. ICB also publishes book reviews, reports, and special bulletins.
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