Performance Evaluation and Community Application of Low-Cost Sensors for Ozone and Nitrogen Dioxide

被引:55
作者
Duvall, Rachelle M. [1 ]
Long, Russell W. [1 ]
Beaver, Melinda R. [2 ]
Kronmiller, Keith G. [3 ]
Wheeler, Michael L. [3 ]
Szykman, James J. [1 ,4 ]
机构
[1] US EPA, Off Res & Dev, 109 TW Alexander Dr, Res Triangle Pk, NC 27711 USA
[2] US EPA, Off Air Qual Planning & Stand, 109 TW Alexander Dr, Res Triangle Pk, NC 27711 USA
[3] Jacobs Technol Inc, 600 William Northern Blvd, Tullahoma, TN 37388 USA
[4] NASA Langley Res Ctr, 11 Langley Blvd, Hampton, VA 23681 USA
关键词
nitrogen dioxide; ozone; low-cost sensors; electrochemical sensor; performance evaluation; citizen science; AIR-QUALITY; GAS SENSORS; CALIBRATION; POLLUTION;
D O I
10.3390/s16101698
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
This study reports on the performance of electrochemical-based low-cost sensors and their use in a community application. CairClip sensors were collocated with federal reference and equivalent methods and operated in a network of sites by citizen scientists (community members) in Houston, Texas and Denver, Colorado, under the umbrella of the NASA-led DISCOVER-AQ Earth Venture Mission. Measurements were focused on ozone (O-3) and nitrogen dioxide (NO2). The performance evaluation showed that the CairClip O-3/NO2 sensor provided a consistent measurement response to that of reference monitors (r(2) = 0.79 in Houston; r(2) = 0.72 in Denver) whereas the CairClip NO2 sensor measurements showed no agreement to reference measurements. The CairClip O-3/NO2 sensor data from the citizen science sites compared favorably to measurements at nearby reference monitoring sites. This study provides important information on data quality from low-cost sensor technologies and is one of few studies that reports sensor data collected directly by citizen scientists.
引用
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页数:14
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