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

被引:54
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
收藏
页数:14
相关论文
共 19 条
  • [1] [Anonymous], EM
  • [2] [Anonymous], 2014, 600R14143 EPA
  • [3] [Anonymous], 2013, REP LAB IN SIT VAL M
  • [4] [Anonymous], 2014, EM AIR WASTE MANAG A
  • [5] High Density Ozone Monitoring Using Gas Sensitive Semi-Conductor Sensors in the Lower Fraser Valley, British Columbia
    Bart, Mark
    Williams, David E.
    Ainslie, Bruce
    McKendry, Ian
    Salmond, Jennifer
    Grange, Stuart K.
    Alavi-Shoshtari, Maryam
    Steyn, Douw
    Henshaw, Geoff S.
    [J]. ENVIRONMENTAL SCIENCE & TECHNOLOGY, 2014, 48 (07) : 3970 - 3977
  • [6] Next Steps for Citizen Science
    Bonney, Rick
    Shirk, Jennifer L.
    Phillips, Tina B.
    Wiggins, Andrea
    Ballard, Heidi L.
    Miller-Rushing, Abraham J.
    Parrish, Julia K.
    [J]. SCIENCE, 2014, 343 (6178) : 1436 - 1437
  • [7] A Low-Cost Sensing System for Cooperative Air Quality Monitoring in Urban Areas
    Brienza, Simone
    Galli, Andrea
    Anastasi, Giuseppe
    Bruschi, Paolo
    [J]. SENSORS, 2015, 15 (06) : 12242 - 12259
  • [8] Duvall R. M., 2016, EM AIR WASTE MANAG A
  • [9] Hall E., 2012, Air Waste Manage. Assoc. Mag. Environ. Manage, V5, P8
  • [10] A Pilot Study of Individual Muscle Force Prediction during Elbow Flexion and Extension in the Neurorehabilitation Field
    Hou, Jiateng
    Sun, Yingfei
    Sun, Lixin
    Pan, Bingyu
    Huang, Zhipei
    Wu, Jiankang
    Zhang, Zhigiang
    [J]. SENSORS, 2016, 16 (12):