Department of Computer Science, University of Colorado Boulder, Boulder, CO 80309.
BioFrontiers Institute, University of Colorado Boulder, Boulder, CO 80309.
Proc Natl Acad Sci U S A. 2021 Mar 30;118(13). doi: 10.1073/pnas.2011916118.
Honeybee swarms are a landmark example of collective behavior. To become a coherent swarm, bees locate their queen by tracking her pheromones. But how can distant individuals exploit these chemical signals, which decay rapidly in space and time? Here, we combine a behavioral assay with the machine vision detection of organism location and scenting (pheromone propagation via wing fanning) behavior to track the search and aggregation dynamics of the honeybee L. We find that bees collectively create a scenting-mediated communication network by arranging in a specific spatial distribution where there is a characteristic distance between individuals and directional signaling away from the queen. To better understand such a flow-mediated directional communication strategy, we developed an agent-based model where bee agents obeying simple, local behavioral rules exist in a flow environment in which the chemical signals diffuse and decay. Our model serves as a guide to exploring how physical parameters affect the collective scenting behavior and shows that increased directional bias in scenting leads to a more efficient aggregation process that avoids local equilibrium configurations of isotropic (nondirectional and axisymmetric) communication, such as small bee clusters that persist throughout the simulation. Our results highlight an example of extended classical stigmergy: Rather than depositing static information in the environment, individual bees locally sense and globally manipulate the physical fields of chemical concentration and airflow.
蜜蜂群集是集体行为的标志性范例。为了形成一个连贯的蜂群,蜜蜂通过追踪蜂王的信息素来找到她。但是,如何让远离蜂王的个体利用这些在空间和时间上迅速衰减的化学信号呢?在这里,我们将行为测定与生物体位置的机器视觉检测以及扇风行为(通过翅膀扇动传播信息素)相结合,以追踪蜜蜂 L 的搜索和聚集动态。我们发现,蜜蜂通过在特定的空间分布中排列,在个体之间存在特征距离和远离蜂王的方向信号,共同创建了一种通过气味进行的通讯网络。为了更好地理解这种流介导的定向通讯策略,我们开发了一个基于主体的模型,在该模型中,遵守简单的局部行为规则的蜜蜂主体存在于化学信号扩散和衰减的流环境中。我们的模型可作为探索物理参数如何影响集体气味行为的指南,并表明气味探测中的定向偏差增加会导致更有效的聚集过程,从而避免各向同性(无定向和轴对称)通讯的局部平衡配置,例如在整个模拟过程中持续存在的小蜜蜂群。我们的研究结果强调了一种扩展的经典印迹现象:个体蜜蜂不是在环境中静态地存储信息,而是在局部感知和全局操纵化学浓度和气流的物理场。