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利用自动化雨水采样器和传感器监测生物污染事件应对过程中的孢子冲刷,以预测污染的迁移。

Monitoring spore washoff during a biological contamination incident response using automated stormwater samplers and sensors to predict contamination movement.

机构信息

U.S. Environmental Protection Agency, Office of Research and Development, Center for Environmental Solutions and Emergency Response, Homeland Security and Materials Management Division, Research Triangle Park, NC, United States of America.

U.S. Environmental Protection Agency, Office of Research and Development, Center for Environmental Solutions and Emergency Response, Homeland Security and Materials Management Division, Cincinnati, OH, United States of America.

出版信息

Sci Total Environ. 2023 Nov 1;897:165307. doi: 10.1016/j.scitotenv.2023.165307. Epub 2023 Jul 4.

Abstract

This study examined the washoff of Bacillus globigii (Bg) spores from concrete, asphalt, and grass surfaces by stormwater. Bg is a nonpathogenic surrogate for Bacillus anthracis, which is a biological select agent. Areas (2.74 m × 7.62 m) of concrete, grass, and asphalt were inoculated twice at the field site during the study. Spore concentrations were measured in runoff water after seven rainfall events (1.2-65.4 mm) and complimentary watershed data were collected for soil moisture, depth of water in collection troughs, and rainfall using custom-built telemetry units. An average surface loading of 10 Bg spores/m resulted in peak spore concentrations in runoff water of 102, 260, and 4.1 CFU/mL from asphalt, concrete, and grass surfaces, respectively. Spore concentrations in the stormwater runoff were greatly reduced by the third rain event after both inoculations, but still detectable in some samples. When initial rainfall events occurred longer after the initial inoculation, the spore concentrations (both peak and average) in the runoff were diminished. The study also compared rainfall data from 4 tipping bucket rain gauges and a laser disdrometer and found they performed similarly for values of total rainfall accumulation while the laser disdrometer provided additional information (total storm kinetic energy) useful in comparing the seven different rain events. The soil moisture probes are recommended for assistance in predicting when to sample sites with intermittent runoff. Sampling trough level readings were critical to understanding the dilution factor of the storm event and the age of the sample collected. Collectively the spore and watershed data are useful for emergency responders faced with remediation decisions after a biological agent incident as the results provide insight into what equipment to deploy and that spores may persist in runoff water at quantifiable levels for months. The spore measurements are also a novel dataset for stormwater model parameterization for biological contamination of urban watersheds.

摘要

本研究考察了暴雨对混凝土、沥青和草皮表面芽孢杆菌(Bg)孢子冲刷的影响。Bg 是一种非致病性炭疽杆菌替代物,炭疽杆菌是一种生物选择剂。在研究过程中,两次在现场接种了 2.74m×7.62m 的混凝土、草地和沥青面积。在 7 次降雨事件(1.2-65.4mm)后,测量了径流水中的孢子浓度,并收集了补充流域数据,包括土壤湿度、集水槽水深和降雨量,这些数据是使用定制的遥测单元收集的。平均表面负荷 10 个 Bg 孢子/m,导致径流水中孢子浓度达到峰值,分别为沥青、混凝土和草皮表面的 102、260 和 4.1 CFU/mL。两次接种后,第三次降雨后,暴雨径流水中的孢子浓度大大降低,但在一些样本中仍能检测到。当初始降雨事件发生在初始接种后较长时间时,径流水中的孢子浓度(峰值和平均值)都会降低。该研究还比较了 4 个翻斗式雨量计和激光雨滴谱仪的降雨数据,发现它们在总降雨量累积方面的性能相似,而激光雨滴谱仪提供了其他信息(总风暴动能),有助于比较这 7 次不同的降雨事件。建议使用土壤湿度探头来帮助预测何时对间歇性径流水的采样点进行采样。采样槽水位读数对于了解风暴事件的稀释因子和采集样本的年龄至关重要。总的来说,这些孢子和流域数据对于面临生物剂事件后修复决策的应急响应人员非常有用,因为结果提供了有关部署何种设备的见解,并且孢子可能在数月内以可量化的水平持续存在于径流水中。这些孢子测量值也是用于城市流域生物污染的暴雨模型参数化的新型数据集。

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