Laboratory Chamber Evaluation of Flow Air Quality Sensor PM2.5 and PM10 Measurements

被引:7
作者
Crnosija, Natalie [1 ]
Zamora, Misti Levy [2 ,3 ]
Rule, Ana M. [3 ]
Payne-Sturges, Devon [1 ]
机构
[1] Univ Maryland, Maryland Inst Appl Environm Hlth, Sch Publ Hlth, 255 Valley Dr, College Pk, MD 20742 USA
[2] Univ Connecticut, UConn Sch Med, Dept Publ Hlth Sci, Ctr Hlth, 263 Farmington Ave, Farmington, CT 06032 USA
[3] Johns Hopkins Univ, Bloomberg Sch Publ Hlth Environm Hlth & Engn, 615 N Wolfe St, Baltimore, MD 21205 USA
基金
美国国家卫生研究院; 美国国家科学基金会;
关键词
air pollution; low-cost sensors; particulate matter; EXPOSURE; POLLUTION; VARIABILITY; OUTDOOR; INDOOR;
D O I
10.3390/ijerph19127340
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The emergence of low-cost air quality sensors as viable tools for the monitoring of air quality at population and individual levels necessitates the evaluation of these instruments. The Flow air quality tracker, a product of Plume Labs, is one such sensor. To evaluate these sensors, we assessed 34 of them in a controlled laboratory setting by exposing them to PM10 and PM2.5 and compared the response with Plantower A003 measurements. The overall coefficient of determination (R-2) of measured PM2.5 was 0.76 and of PM10 it was 0.73, but the Flows' accuracy improved after each introduction of incense. Overall, these findings suggest that the Flow can be a useful air quality monitoring tool in air pollution areas with higher concentrations, when incorporated into other monitoring frameworks and when used in aggregate. The broader environmental implications of this work are that it is possible for individuals and groups to monitor their individual exposure to particulate matter pollution.
引用
收藏
页数:12
相关论文
共 50 条
[31]   Human health risk evaluation of particle air pollution (PM10 and PM2.5) and heavy metals in Dakar's two urban areas [J].
Kebe, Moustapha ;
Traore, Alassane ;
Sow, Malick ;
Fall, Saliou ;
Tahri, Mounia .
ASIAN JOURNAL OF ATMOSPHERIC ENVIRONMENT, 2025, 19 (01)
[32]   Recursive neural network model for analysis and forecast of PM10 and PM2.5 [J].
Biancofiore, Fabio ;
Busilacchio, Marcella ;
Verdecchia, Marco ;
Tomassetti, Barbara ;
Aruffo, Eleonora ;
Bianco, Sebastiano ;
Di Tommaso, Sinibaldo ;
Colangeli, Carlo ;
Rosatelli, Gianluigi ;
Di Carlo, Piero .
ATMOSPHERIC POLLUTION RESEARCH, 2017, 8 (04) :652-659
[33]   Source contributions to PM2.5 and PM10 at an urban background and a street location [J].
Keuken, M. P. ;
Moerman, M. ;
Voogt, M. ;
Blom, M. ;
Weijers, E. P. ;
Rockmann, T. ;
Dusek, U. .
ATMOSPHERIC ENVIRONMENT, 2013, 71 :26-35
[34]   A Disposable Sensor for PM2.5 and PM10 Based on Wireless Magnetoelastic Resonators [J].
Yu, Ze ;
Li, Haowen ;
Gianchandani, Yogesh B. .
2024 IEEE SENSORS, 2024,
[35]   Modeling of PM10 and PM2.5 particulate matter air pollution in Poland [J].
Trapp, W. ;
Paciorek, M. ;
Paciorek, M. K. ;
Juda-Rezler, K. ;
Warchalowski, A. ;
Reizer, M. .
ENVIRONMENTAL ENGINEERING III, 2010, :97-+
[36]   Multivariate methods for indoor PM10 and PM2.5 modelling in naturally ventilated schools buildings [J].
Elbayoumi, Maher ;
Ramli, Nor Azam ;
Yusof, Noor Faizah Fitri Md ;
Bin Yahaya, Ahmad Shukri ;
Al Madhoun, Wesam ;
Ul-Saufie, Ahmed Zia .
ATMOSPHERIC ENVIRONMENT, 2014, 94 :11-21
[37]   Spatiotemporal variations and risk assessment of ambient air O3, PM10 and PM2.5 in a coastal city of China [J].
Wang, Lichao ;
Xing, Liqun ;
Wu, Xiankun ;
Sun, Jie ;
Kong, Ming .
ECOTOXICOLOGY, 2021, 30 (07) :1333-1342
[38]   Micro-environmental dynamics of particulate (PM2.5 and PM10) air pollution in Rajs']jshahi City: a spatiotemporal analysis [J].
Mahmud, Hasan ;
Shobnom, Kanij ;
Ali, Md. Rayhan ;
Muntakim, Nafia ;
Kulsum, Ummey ;
Baroi, Dalce Shete ;
Ahmed, Zihad ;
Rahman, Md Mizanoor ;
Hassan, Md Zahidul .
MANAGEMENT OF ENVIRONMENTAL QUALITY, 2024, 35 (08) :1773-1797
[39]   Comfort Parameters and Particulate Matter (PM10 and PM2.5) in School Classrooms and Outdoor Air [J].
Alves, Celia ;
Nunes, Teresa ;
Silva, Joana ;
Duarte, Marcio .
AEROSOL AND AIR QUALITY RESEARCH, 2013, 13 (05) :1521-1535
[40]   Indoor and outdoor air quality analysis for the city of Nablus in Palestine: seasonal trends of PM10, PM5.0, PM2.5, and PM1.0 of residential homes [J].
Jodeh, S. ;
Hasan, A. R. ;
Amarah, J. ;
Judeh, Father ;
Salghi, R. ;
Lgaz, H. ;
Jodeh, W. .
AIR QUALITY ATMOSPHERE AND HEALTH, 2018, 11 (02) :229-237