Fluctuations in real population sizes: Mathematical modeling and estimation of demographic parameters

IF 2.6 3区 环境科学与生态学 Q2 ECOLOGY
Oksana Revutskaya , Galina Neverova , Efim Frisman
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引用次数: 0

Abstract

This study proposes an approach for estimating the demographic parameters of stage structure of real populations on the basis of their total population size, providing a useful tool for managing species abundance dynamics. To estimate the parameters, we use a transformation from discrete-time two-component models of structured populations to delay-difference equations that depend on the total population size. The two-component model assumes that at the beginning of each breeding season, the population comprises two cohorts: a younger group of juveniles and an older group of mature individuals. Population growth is regulated either by constraining fertility or by limiting the juvenile survival. The proposed approach was tested using available data on the population dynamics of fur-bearing animals in the Jewish Autonomous Region of the Russian Far East. The analyzed species include the squirrel, mountain hare, Manchurian hare, raccoon dog, and Siberian weasel. Their offspring reach reproductive maturity by the next breeding season. The estimates obtained via the proposed approach generally fall within biologically meaningful parameter ranges and reflect population dynamics similar to those observed in nature. In summary, this approach enables the analysis and modeling of population stage structure, as well as the estimation of demographic coefficients using the total size data of the population.
实际人口规模的波动:人口统计参数的数学建模和估计
本研究提出了一种基于种群总数估算真实种群阶段结构的人口学参数的方法,为物种丰度动态管理提供了有用的工具。为了估计参数,我们使用了从结构化种群的离散时间双分量模型到依赖于总体大小的延迟差分方程的转换。双组分模型假设在每个繁殖季节开始时,种群由两组组成:一组年轻的幼崽和一组年长的成熟个体。通过限制生育或限制幼崽的生存来调节人口增长。利用俄罗斯远东犹太自治区毛皮动物种群动态的现有数据,对提议的方法进行了测试。所分析的种类包括松鼠、山兔、满洲兔、貉和西伯利亚黄鼠狼。它们的后代在下一个繁殖季节达到生殖成熟。通过提出的方法获得的估计值通常落在具有生物学意义的参数范围内,反映了与自然界中观察到的相似的种群动态。总之,这种方法能够分析和模拟人口阶段结构,以及利用人口总规模数据估计人口系数。
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
Ecological Modelling
Ecological Modelling 环境科学-生态学
CiteScore
5.60
自引率
6.50%
发文量
259
审稿时长
69 days
期刊介绍: The journal is concerned with the use of mathematical models and systems analysis for the description of ecological processes and for the sustainable management of resources. Human activity and well-being are dependent on and integrated with the functioning of ecosystems and the services they provide. We aim to understand these basic ecosystem functions using mathematical and conceptual modelling, systems analysis, thermodynamics, computer simulations, and ecological theory. This leads to a preference for process-based models embedded in theory with explicit causative agents as opposed to strictly statistical or correlative descriptions. These modelling methods can be applied to a wide spectrum of issues ranging from basic ecology to human ecology to socio-ecological systems. The journal welcomes research articles, short communications, review articles, letters to the editor, book reviews, and other communications. The journal also supports the activities of the [International Society of Ecological Modelling (ISEM)](http://www.isemna.org/).
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