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基于实验室校准和现场验证的低成本颗粒物传感器中的气溶胶测量降解

Aerosol Measurement Degradation in Low-Cost Particle Sensors Using Laboratory Calibration and Field Validation.

作者信息

Peck Angela, Handy Rodney G, Sleeth Darrah K, Schaefer Camie, Zhang Yue, Pahler Leon F, Ramsay Joemy, Collingwood Scott C

机构信息

Occupational and Environmental Health, Department of Family and Preventive Medicine, University of Utah, Salt Lake City, UT 84108, USA.

Department of Family and Preventive Medicine, University of Utah, Salt Lake City, UT 84108, USA.

出版信息

Toxics. 2023 Jan 6;11(1):56. doi: 10.3390/toxics11010056.

Abstract

Increasing concern over air pollution has led to the development of low-cost sensors suitable for wide-scale deployment and use by citizen scientists. This project investigated the AirU low-cost particle sensor using two methods: (1) a comparison of pre- and post-deployment calibration equations for 24 devices following use in a field study, and (2) an in-home comparison between 3 AirUs and a reference instrument, the GRIMM 1.109. While differences (and therefore some sensor degradation) were found in the pre- and post-calibration equation comparison, absolute value changes were small and unlikely to affect the quality of results. Comparison tests found that while the AirU did tend to underestimate minimum and overestimate maximum concentrations of particulate matter, ~88% of results fell within ±1 μg/m of the GRIMM. While these tests confirm that low-cost sensors such as the AirU do experience some sensor degradation over multiple months of use, they remain a valuable tool for exposure assessment studies. Further work is needed to examine AirU performance in different environments for a comprehensive survey of capability, as well as to determine the source of sensor degradation.

摘要

对空气污染的日益关注促使了适用于大规模部署和供公民科学家使用的低成本传感器的发展。该项目采用两种方法对AirU低成本颗粒物传感器进行了研究:(1)在一项实地研究中使用后,对24台设备的部署前和部署后校准方程进行比较;(2)在家庭环境中对3台AirU传感器和一台参考仪器GRIMM 1.109进行比较。虽然在校准前和校准后方程的比较中发现了差异(因此存在一定程度的传感器性能下降),但绝对值变化很小,不太可能影响结果质量。比较测试发现,虽然AirU确实往往会低估颗粒物的最低浓度并高估最高浓度,但约88%的结果与GRIMM的结果相差在±1μg/m以内。虽然这些测试证实了像AirU这样的低成本传感器在使用数月后确实会出现一定程度的传感器性能下降,但它们仍然是暴露评估研究的宝贵工具。需要进一步开展工作,在不同环境中检测AirU的性能,以全面评估其能力,并确定传感器性能下降的原因。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/00db/9862639/383d28824e8f/toxics-11-00056-g001.jpg

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