全球基于飞机的废水监测网络的优化和性能分析
Guillaume St-Onge1,2, Jessica T Davis1, Laurent Hébert-Dufresne3,4
1Laboratory for the Modeling of Biological and Socio-technical Systems, Northeastern University, Boston, MA 02115, USA.
medRxiv : the preprint server for health sciences
|August 12, 2024
概括
全球航空废水监测网络 (WWSNs) 可以作为新出现的病原体的有效预警系统. 10-20个哨戒站点的战略布局优化了WWSN的及时检测和资源效率.
科学领域:
- 流行病学 流行病学
- 公共卫生 公共卫生
- 计算生物学 计算生物学
背景情况:
- 飞机废水监测为监测全球病原体传播提供了一种新的方法.
- 开发有效的监测网络对于早期发现传染病至关重要.
研究的目的:
- 为设计和评估全球基于飞机的废水监测网络 (WWSNs) 创建一个计算框架.
- 确定病原体监测和预警系统的最佳网络配置.
主要方法:
- 开发一个计算框架来建模WWSN的有效性.
- 对具有不同传播潜力的呼吸道疾病的分析.
- 确定最佳的哨兵站点配置和网络大小.
主要成果:
- 10-20个战略位置的站点网络提供及时的情势意识.
- WWSNs可以作为新出现的病原体的有效预警系统.
- 确定了优化策略,以提高WWSN的有效性并最大限度地减少资源使用.
结论:
- 哨兵站点的战略布局是WWSN有效性的关键,超过关键数量的回报率下降.
- WWSN可以显著减少病原体检测时间.
- 开发的框架为分析基于机场的WWSNs提供了一个现实的方法.
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