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模型中松墨天牛扩散的模式形成:将模型预测与数据联系起来。

Pattern formation in a model for mountain pine beetle dispersal: linking model predictions to data.

机构信息

University of British Columbia Okanagan Campus, Kelowna, Canada,

出版信息

Bull Math Biol. 2013 Oct;75(10):1778-97. doi: 10.1007/s11538-013-9868-8. Epub 2013 Aug 8.

Abstract

Pattern formation occurs in a wide range of biological systems. This pattern formation can occur in mathematical models because of diffusion-driven instability or due to the interaction between reaction, diffusion, and chemotaxis. In this paper, we investigate the spatial pattern formation of attack clusters in a system for Mountain Pine Beetle. The pattern formation (aggregation) of the Mountain Pine Beetle in order to attack susceptible trees is crucial for their survival and reproduction. We use a reaction-diffusion equation with chemotaxis to model the interaction between Mountain Pine Beetle, Mountain Pine Beetle pheromones, and susceptible trees. Mathematical analysis is utilized to discover the spacing in-between beetle attacks on the susceptible landscape. The model predictions are verified by analysing aerial detection survey data of Mountain Pine Beetle Attack from the Sawtooth National Recreation Area. We find that the distance between Mountain Pine Beetle attack clusters predicted by our model closely corresponds to the observed attack data in the Sawtooth National Recreation Area. These results clarify the spatial mechanisms controlling the transition from incipient to epidemic populations and may lead to control measures which protect forests from Mountain Pine Beetle outbreak.

摘要

模式形成发生在广泛的生物系统中。这种模式形成可以在数学模型中发生,因为扩散驱动的不稳定性,或者由于反应、扩散和趋化性之间的相互作用。在本文中,我们研究了在山松甲虫系统中攻击群的空间模式形成。为了攻击易感树木,山松甲虫的模式形成(聚集)对它们的生存和繁殖至关重要。我们使用带有趋化性的反应扩散方程来模拟山松甲虫、山松甲虫信息素和易感树木之间的相互作用。数学分析用于发现易感性景观上甲虫攻击之间的间隔。通过分析锯齿山国家娱乐区的山松甲虫攻击空中探测调查数据来验证模型预测。我们发现,我们的模型预测的山松甲虫攻击集群之间的距离与锯齿山国家娱乐区观察到的攻击数据非常吻合。这些结果阐明了控制从初始到流行种群转变的空间机制,并可能导致保护森林免受山松甲虫爆发的控制措施。

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