Department of Mathematics and Statistics, University of Wisconsin-La Crosse, La Crosse, WI, 54601, USA.
Department of Mathematics, University of Tennessee Knoxville, Knoxville, TN, 37916, USA.
Bull Math Biol. 2023 Oct 12;85(11):112. doi: 10.1007/s11538-023-01219-3.
Hive-forming bees play an integral role in promoting agricultural sustainability and ecosystem preservation. The recent worldwide decline of several species of bees, and in particular, the honeybee in the United States, highlights the value in understanding possible causes. Over the past decade, numerous mathematical models and empirical experiments have worked to understand the causes of colony stress, with a particular focus on colony collapse disorder. We integrate and enhance major mathematical models of the past decade to create a single, analytically tractable model using a traditional disease modeling framework that incorporates both lethal and sublethal stressors. On top of this synthesis, a major innovation of our model is the generalization of stressor attributes including their transmissibility, impairment level, lethality, duration, and temporal-occurrence. Our model is validated against numerous emergent, biological characteristics and demonstrates that precocious foraging and labor destabilization can produce colony collapse disorder. The thresholds for these phenomena to occur depend on the characteristics and timing of the stressor, thus motivating further empirical and theoretical studies into stressor characteristics.
蜂巢形成的蜜蜂在促进农业可持续性和生态系统保护方面发挥着不可或缺的作用。最近,全球几种蜜蜂(尤其是美国的蜜蜂)的数量减少,这凸显了了解可能原因的重要性。在过去的十年中,许多数学模型和实证实验致力于理解群体压力的原因,特别是关注群体崩溃失调。我们整合和增强了过去十年的主要数学模型,使用传统的疾病建模框架创建了一个单一的、可分析的模型,该框架同时包含致死和亚致死压力源。在这个综合模型的基础上,我们模型的一个主要创新是对压力源属性进行了概括,包括它们的传染性、损伤程度、致死性、持续时间和时间发生。我们的模型经过了大量新兴的生物学特征的验证,并证明了过早的觅食和劳动力不稳定会导致群体崩溃失调。这些现象发生的阈值取决于压力源的特征和时间,因此激励了对压力源特征的进一步实证和理论研究。