描述蚜虫和瓢虫作为食虫动物相互作用的定性行为的数学模型

IF 0.8 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS
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引用次数: 0

摘要

农业的重要性主要是由人口增长和可持续粮食生产的必要性所驱动的。在这个部门内,蚜虫等害虫的存在需要特别注意,因为它们对农业做法产生有害影响。要想出有效的办法,就必须对蚜虫的防治有透彻的了解。因此,本研究提出了一个数学模型,捕捉了蚜虫和瓢虫之间相互作用的定性动力学。该模型由一个非线性微分方程系统组成,包括两个物种之间的相互作用,杀虫剂对蚜虫的影响以及瓢虫的冬眠阶段。利用解析法确定了由所建立的模型导出的平衡存在性和稳定性的判据。研究的重点是稳定性和敏感性分析,以了解模型的行为,并制定有效的策略来管理蚜虫种群。分析和数值调查的结果都提供了有价值的见解,即增加食虫种群,如瓢虫种群,可以作为控制蚜虫的另一种方法,减少对杀虫剂的依赖。尽管如此,使用杀虫剂仍然是控制蚜虫的一种可行方法。对蚜虫种群控制的进一步研究涉及对最优控制问题的深入研究。这项研究调查了涉及杀虫剂使用的不同情况。我们的数值实验表明,杀虫剂可以有效地控制蚜虫的数量。只要有瓢虫的替代资源,蚜虫种群的变化不会对瓢虫种群造成太大的干扰。从成本分析中发现,当蚜虫初始种群相对较少时,需要较大的干预力度。因此,杀虫剂干预不仅需要考虑瓢虫和蚜虫的生物学行为,还需要考虑瓢虫和蚜虫的初始种群。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Mathematical modelling that characterizes the qualitative behavior of the interactions of aphids and ladybugs as insectivorous animals
The significance of the agricultural industry is primarily driven by the growth of the human population and the imperative for sustainable food production. Within this sector, the presence of insect pests, such as aphids, demands particular attention, as they exert a detrimental influence on agricultural practices. To devise effective approaches, it is essential to possess a thorough comprehension of aphid control. Thus, this study presents a mathematical model that captures the qualitative dynamics of interactions between aphids and ladybugs. The model is composed of a system of non-linear differential equations, encompassing the interplay between the two species, the impact of insecticides on aphids, and the hibernation stages of ladybugs. The analytical approach is employed to ascertain the criteria for the existence and stability of the equilibrium derived from the constructed model. The study focused on stability and sensitivity analysis to understand the behavior of the model and develop effective strategies for managing aphid populations. Both the findings from the analytical and numerical investigations offer valuable insight that augmenting insectivorous populations, such as the ladybug populations, may serve as an alternative method for aphid control, reducing the reliance on insecticides. Nevertheless, the application of insecticides continues to be a viable approach for aphid control. Further investigation into controlling the aphid population involves an in-depth study of optimal control problems. The study examined different scenarios involving the utilization of insecticides. Our numerical experiments show a potential of insecticide to control the population of aphids effectively. The change in the population of aphids do not give a big disturbance in ladybug population as long as there is an alternative resource for ladybugs. From the cost analysis, we find that a larger intervention needed when the initial population of aphids relatively small. Therefore, insecticide interventions need to consider various factors, not only the biological behavior of ladybugs and aphids but also the initial population of ladybugs and aphids.
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来源期刊
Communications in Mathematical Biology and Neuroscience
Communications in Mathematical Biology and Neuroscience COMPUTER SCIENCE, INFORMATION SYSTEMS-
CiteScore
2.10
自引率
15.40%
发文量
80
期刊介绍: Communications in Mathematical Biology and Neuroscience (CMBN) is a peer-reviewed open access international journal, which is aimed to provide a publication forum for important research in all aspects of mathematical biology and neuroscience. This journal will accept high quality articles containing original research results and survey articles of exceptional merit.
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