Are Elisha B, Hargrove John W, Dushoff Jonathan
Centre of Excellence in Epidemiological Modelling and Analysis (SACEMA), University of Stellenbosch, Stellenbosch, South Africa.
Department of Mathematics, Simon Fraser University, Burnaby, BC, Canada.
Bull Math Biol. 2021 Aug 2;83(9):94. doi: 10.1007/s11538-021-00924-1.
As insect populations decline, due to climate change and other environmental disruptions, there has been an increased interest in understanding extinction probabilities. Generally, the life cycle of insects occurs in well-defined stages: when counting insects, questions naturally arise about which life stage to count. Using tsetse flies (vectors of trypanosomiasis) as a case study, we develop a model that works when different life stages are counted. Previous branching process models for tsetse populations only explicitly represent newly emerged adult female tsetse and use that subpopulation to keep track of population growth/decline. Here, we directly model other life stages. We analyse reproduction numbers and extinction probabilities and show that several previous models used for estimating extinction probabilities for tsetse populations are special cases of the current model. We confirm that the reproduction number is the same regardless of which life stage is counted, and show how the extinction probability depends on which life stage we start from. We demonstrate, and provide a biological explanation for, a simple relationship between extinction probabilities for the different life stages, based on the probability of recruitment between stages. These results offer insights into insect population dynamics and provide tools that will help with more detailed models of tsetse populations. Population dynamics studies of insects should be clear about life stages and counting points.
随着昆虫种群因气候变化和其他环境干扰而减少,人们对了解灭绝概率的兴趣日益增加。一般来说,昆虫的生命周期分为明确的阶段:在统计昆虫数量时,自然会出现关于统计哪个生命阶段的问题。以采采蝇(锥虫病的传播媒介)为例,我们开发了一个在统计不同生命阶段时都适用的模型。以前关于采采蝇种群的分支过程模型仅明确表示新出现的成年雌性采采蝇,并使用该亚种群来跟踪种群的增长/下降情况。在这里,我们直接对其他生命阶段进行建模。我们分析繁殖数和灭绝概率,并表明以前用于估计采采蝇种群灭绝概率的几个模型是当前模型的特殊情况。我们证实,无论统计哪个生命阶段,繁殖数都是相同的,并展示了灭绝概率如何取决于我们开始统计的生命阶段。我们基于不同生命阶段之间的招募概率,论证了不同生命阶段灭绝概率之间的简单关系,并给出了生物学解释。这些结果为昆虫种群动态提供了见解,并提供了有助于建立更详细采采蝇种群模型的工具。昆虫种群动态研究应明确生命阶段和统计点。