Biology Department, MS-34, Woods Hole Oceanographic Institution, Woods Hole, Massachusetts 02543, USA.
Am Nat. 2010 Jun;175(6):739-52. doi: 10.1086/652436.
We present a new approach to modeling two-sex populations, using periodic, nonlinear two-sex matrix models. The models project the population growth rate, the population structure, and any ratio of interest (e.g., operational sex ratio). The periodic formulation permits inclusion of highly seasonal behavioral events. A periodic product of the seasonal matrices describes annual population dynamics. The model is nonlinear because mating probability depends on the structure of the population. To study how the vital rates influence population growth rate, population structure, and operational sex ratio, we used sensitivity analysis of frequency-dependent nonlinear models. In nonlinear two-sex models the vital rates affect growth rate directly and also indirectly through effects on the population structure. The indirect effects can sometimes overwhelm the direct effects and are revealed only by nonlinear analysis. We find that the sensitivity of the population growth rate to female survival is negative for the emperor penguin, a species with highly seasonal breeding behavior. This result could not occur in linear models because changes in population structure have no effect on per capita reproduction. Our approach is applicable to ecological and evolutionary studies of any species in which males and females interact in a seasonal environment.
我们提出了一种新的方法来建立两性种群模型,使用周期性的非线性两性矩阵模型。这些模型可以预测种群增长率、种群结构以及任何感兴趣的比例(例如,有效性别比例)。周期性的公式允许包括高度季节性的行为事件。季节性矩阵的周期性乘积描述了年度人口动态。该模型是非线性的,因为交配概率取决于种群的结构。为了研究关键生育率如何影响种群增长率、种群结构和有效性别比例,我们使用了对频率依赖的非线性模型进行敏感性分析。在非线性两性模型中,关键生育率直接影响增长率,也通过对种群结构的影响间接影响增长率。间接影响有时会超过直接影响,只有通过非线性分析才能揭示出来。我们发现,对于具有高度季节性繁殖行为的帝企鹅来说,雌性存活率对种群增长率的敏感性为负。这一结果在线性模型中是不可能出现的,因为种群结构的变化对人均繁殖率没有影响。我们的方法适用于任何在季节性环境中雄性和雌性相互作用的物种的生态和进化研究。