The third version of an agent-based honey bee colony model (ApisRAM.03) for the risk assessment of pesticides

Xiaodong Duan, Trine Poulsen, Liyan Xie, Luna Kondrup Marcussen, Christopher John Topping
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Abstract

This report presents the implementation of the third version of an agent-based system model designed for the risk assessment of pesticides on honey bees colonies (Apis mellifera) – ApisRAM.03. The third version of ApisRAM focuses on scenarios involving a single plant protection product and a single use. The application of pesticide is implemented using the pesticide engine module in The Animal, Landscape and Man Simulation System (ALMaSS). The pesticide engine supports three application types: spray, seed coating, and granular, with consideration of spray and dust drift. The ApisRAM.03 model consists of the colony development, vitality, beekeeping management practices, and activity modules. Among the modelled activities, the foraging activity establishes a dynamic link between colony development and the surrounding landscape, capturing the complexities of the foraging behaviour, resource availability, and pesticide exposure. Incorporating a vitality method, the ApisRAM.03 integrates the effects from exposure to multiple stressors that bees encounter in their environment. This method evaluates the combined effects of pesticides with nutritional stress on mortality, along with possible combined effect from exposure to infectious agents. Additionally, the beekeeping management practices module supports management activities, such as chemical treatment and supplementary feeding. ApisRAM.03 contains a model designed to store measurement endpoints. It stores the hourly population and resource dynamics, foraging activities and pesticide exposure status for advanced simulation results analysis. To enhance computational efficiency, ApisRAM.03 was implemented to support multithreading. This capability enables faster simulations, allowing for more extensive scenario tests and more timely assessments.

基于agent的蜂群模型(ApisRAM.03)第三版农药风险评估
本文介绍了基于agent的第三版系统模型ApisRAM.03的实现,该模型是为评估杀虫剂对蜂群(Apis mellifera)的风险而设计的。ApisRAM的第三个版本侧重于涉及单一植物保护产品和单一用途的场景。使用动物、景观和人模拟系统(ALMaSS)中的农药引擎模块实现农药的应用。农药引擎支持三种应用类型:喷雾,种子包衣和颗粒,考虑喷雾和粉尘漂移。ApisRAM。03模型由蜂群发展、活力、养蜂管理实践、活动等模块组成。在模拟活动中,觅食活动建立了种群发展与周围景观之间的动态联系,捕捉了觅食行为、资源可用性和农药暴露的复杂性。结合了一个活力方法,ApisRAM。03整合了蜜蜂在环境中遇到的多种压力源的影响。该方法评估了农药和营养压力对死亡率的综合影响,以及接触传染性病原体可能产生的综合影响。此外,养蜂管理实践模块支持管理活动,如化学处理和补充喂养。ApisRAM。03包含一个用于存储测量端点的模型。它存储每小时的种群和资源动态,觅食活动和农药暴露状态,供高级模拟结果分析。为了提高计算效率,ApisRAM。03的实现是为了支持多线程。该功能支持更快的模拟,允许更广泛的场景测试和更及时的评估。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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