Properties and interpretation of the Skellam model—A discrete‐time contest competition population model

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Accounts of Chemical Research Pub Date : 2023-10-06 DOI:10.1002/1438-390x.12169
Jurģis Šuba, Yukichika Kawata, Andreas Lindén
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Abstract

Abstract The Skellam model describes discrete‐time population dynamics of a single species assuming uniform (i.e., random or Poissonian) individual distribution and intraspecific contest competition. Apart from studies on individual‐based models derived from first principles it has been rarely applied in ecological research although in specific situations it may be more appropriate than, for instance, the frequently used Ricker model, which is derived assuming scramble competition among the individuals. In this article, we offer an insight into the first principles underlying the Skellam model and provide an alternative parameterization of the model in terms of two commonly used parameters: intrinsic rate of population increase and carrying capacity. We also provide guidelines and software for fitting the Skellam model to discrete population time series data. In light of these findings, the Skellam model may be a useful alternative for a range of purposes where it has been earlier overlooked.
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Skellam模型的性质和解释——离散时间竞争种群模型
Skellam模型描述了单个物种的离散时间种群动态,假设均匀(即随机或泊松)个体分布和种内竞争。除了基于第一原理的基于个体的模型的研究之外,它很少应用于生态研究,尽管在特定情况下,它可能比经常使用的里克模型更合适,例如,里克模型是在假设个体之间的争夺竞争的情况下推导出来的。在本文中,我们深入了解了Skellam模型的基本原理,并根据两个常用参数提供了该模型的另一种参数化方法:人口的内在增长率和承载能力。我们还提供了将Skellam模型拟合到离散人口时间序列数据的指南和软件。鉴于这些发现,Skellam模型可能是一个有用的替代方案,用于一系列之前被忽视的目的。
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
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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