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Approximation of a physiologically structured population model with seasonal reproduction by a stage-structured biomass model

机译:通过阶段结构的生物量模型逼近具有季节性繁殖的生理结构种群模型

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摘要

Seasonal reproduction causes, due to the periodic inflow of young small individuals in the population, seasonal fluctuations in population size distributions. Seasonal reproduction furthermore implies that the energetic body condition of reproducing individuals varies over time. Through these mechanisms, seasonal reproduction likely affects population and community dynamics. While seasonal reproduction is often incorporated in population models using discrete time equations, these are not suitable for size-structured populations in which individuals grow continuously between reproductive events. Size-structured population models that consider seasonal reproduction, an explicit growing season and individual-level energetic processes exist in the form of physiologically structured population models. However, modeling large species ensembles with these models is virtually impossible. In this study, we therefore develop a simpler model framework by approximating a cohort-based size-structured population model with seasonal reproduction to a stage-structured biomass model of four ODEs. The model translates individual-level assumptions about food ingestion, bioenergetics, growth, investment in reproduction, storage of reproductive energy, and seasonal reproduction in stage-based processes at the population level. Numerical analysis of the two models shows similar values for the average biomass of juveniles, adults, and resource unless large-amplitude cycles with a single cohort dominating the population occur. The model framework can be extended by adding species or multiple juvenile and/or adult stages. This opens up possibilities to investigate population dynamics of interacting species while incorporating ontogenetic development and complex life histories in combination with seasonal reproduction.
机译:由于人口中年轻个体的周期性流入,季节性繁殖导致人口规模分布的季节性波动。季节性繁殖还意味着繁殖个体的精力充沛的身体状况会随着时间而变化。通过这些机制,季节性繁殖可能会影响人口和社区动态。尽管季节性繁殖通常使用离散时间方程式纳入人口模型中,但不适用于个体在生殖事件之间持续增长的规模结构化种群。考虑季节性繁殖,明确的生长季节和个体水平的能量过程的规模结构人口模型以生理结构人口模型的形式存在。但是,使用这些模型对大型物种进行建模几乎是不可能的。因此,在这项研究中,我们通过将具有季节性繁殖的基于队列的规模结构人口模型近似为四个ODE的阶段结构生物量模型,从而开发了一个更简单的模型框架。该模型转换了有关人口摄入阶段阶段过程中食物摄入,生物能,生长,繁殖投资,生殖能量存储和季节性繁殖的个人层面假设。这两个模型的数值分析显示,除非发生单个群体主导种群的大振幅循环,否则少年,成年人和资源的平均生物量值相似。可以通过添加物种或多个少年和/或成年阶段来扩展模型框架。这为研究相互作用物种的种群动态开辟了可能性,同时结合了个体发育和复杂的生活史以及季节性繁殖。

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