Feasibility of low-cost particle sensor types in long-term indoor air pollution health studies after repeated calibration, 2019-2021

被引:8
作者
Anastasiou, Elle [1 ]
Vilcassim, M. J. Ruzmyn [3 ]
Adragna, John [2 ]
Gill, Emily [1 ]
Tovar, Albert [1 ]
Thorpe, Lorna E. [1 ]
Gordon, Terry [2 ]
机构
[1] NYU, Dept Populat Hlth, Grossman Sch Med, 180 Madison Ave, New York, NY 10016 USA
[2] NYU, Dept Environm Sci, Grossman Sch Med, 341 East 25th St, New York, NY 10010 USA
[3] Univ Alabama Birmingham, Dept Environm Hlth Sci, Sch Publ Hlth, Birmingham, AL 20593 USA
基金
美国国家卫生研究院;
关键词
PARTICULATE MATTER;
D O I
10.1038/s41598-022-18200-0
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Previous studies have explored using calibrated low-cost particulate matter (PM) sensors, but important research gaps remain regarding long-term performance and reliability. Evaluate longitudinal performance of low-cost particle sensors by measuring sensor performance changes over 2 years of use. 51 low-cost particle sensors (Airbeam 1 N = 29; Airbeam 2 N = 22) were calibrated four times over a 2-year timeframe between 2019 and 2021. Cigarette smoke-specific calibration curves for Airbeam 1 and 2 PM sensors were created by directly comparing simultaneous 1-min readings of a Thermo Scientific Personal DataRAM PDR-1500 unit with a 2.5 mu m inlet. Inter-sensor variability in calibration coefficient was high, particularly in Airbeam 1 sensors at study initiation. Calibration coefficients for both sensor types trended downwards over time to < 1 at final calibration timepoint [Airbeam 1 Mean (SD) = 0.87 (0.20); Airbeam 2 Mean (SD) = 0.96 (0.27)]. We lost more Airbeam 1 sensors (N = 27 out of 56, failure rate 48.2%) than Airbeam 2 (N = 2 out of 24, failure rate 8.3%) due to electronics, battery, or data output issues. Evidence suggests degradation over time might depend more on particle sensor type, rather than individual usage. Repeated calibrations of low-cost particle sensors may increase confidence in reported PM levels in longitudinal indoor air pollution studies.
引用
收藏
页数:8
相关论文
共 32 条
[1]  
AirCasting Habitat Map, 2021, TAK MATT YOUR OWN HA
[2]   A Review of Low-Cost Particulate Matter Sensors from the Developers' Perspectives [J].
Alfano, Brigida ;
Barretta, Luigi ;
Del Giudice, Antonio ;
De Vito, Saverio ;
Di Francia, Girolamo ;
Esposito, Elena ;
Formisano, Fabrizio ;
Massera, Ettore ;
Miglietta, Maria Lucia ;
Polichetti, Tiziana .
SENSORS, 2020, 20 (23) :1-56
[3]   Secondhand smoke exposure in public and private high-rise multiunit housing serving low-income residents in New York City prior to federal smoking ban in public housing, 2018 [J].
Anastasiou, Elle ;
Feinberg, Alexis ;
Tovar, Albert ;
Gill, Emily ;
Vilcassim, M. J. Ruzmyn ;
Wyka, Katarzyna ;
Gordon, Terry ;
Rule, Ana M. ;
Kaplan, Sue ;
Elbel, Brian ;
Shelley, Donna ;
Thorpe, Lorna E. .
SCIENCE OF THE TOTAL ENVIRONMENT, 2020, 704
[4]   Carcinogenic effects of indoor black carbon and particulate matters (PM2.5and PM10) in rural households of India [J].
Arif, Mohammad ;
Parveen, Shagufta .
ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2021, 28 (02) :2082-2096
[5]   Long-term field comparison of multiple low-cost particulate matter sensors in an outdoor urban environment [J].
Bulot, Florentin M. J. ;
Johnston, Steven J. ;
Basford, Philip J. ;
Easton, Natasha H. C. ;
Apetroaie-Cristea, Mihaela ;
Foster, Gavin L. ;
Morris, Andrew K. R. ;
Cox, Simon J. ;
Loxham, Matthew .
SCIENTIFIC REPORTS, 2019, 9 (1)
[6]   A protocol for measuring the impact of a smoke-free housing policy on indoor tobacco smoke exposure [J].
Cardozo, Rodrigo Arce ;
Feinberg, Alexis ;
Tovar, Albert ;
Vilcassim, M. J. Ruzmyn ;
Shelley, Donna ;
Elbel, Brian ;
Kaplan, Sue ;
Wyka, Katarzyna ;
Rule, Ana M. ;
Gordon, Terry ;
Thorpe, Lorna E. .
BMC PUBLIC HEALTH, 2019, 19 (1)
[7]   Practical Particulate Matter Sensing and Accurate Calibration System Using Low-Cost Commercial Sensors [J].
Cho, Hyuntae ;
Baek, Yunju .
SENSORS, 2021, 21 (18)
[8]   Comparison of Respirable Mass Concentrations Measured by a Personal Dust Monitor and a Personal DataRAM to Gravimetric Measurements [J].
Halterman, Andrew ;
Sousan, Sinan ;
Peters, Thomas M. .
ANNALS OF WORK EXPOSURES AND HEALTH, 2018, 62 (01) :62-71
[9]   Field Evaluation of Low-Cost Particulate Matter Sensors for Measuring Wildfire Smoke [J].
Holder, Amara L. ;
Mebust, Anna K. ;
Maghran, Lauren A. ;
McGown, Michael R. ;
Stewart, Kathleen E. ;
Vallano, Dena M. ;
Elleman, Robert A. ;
Baker, Kirk R. .
SENSORS, 2020, 20 (17) :1-17
[10]   On-field test and data calibration of a low-cost sensor for fine particles exposure assessment [J].
Jiang, Yixuan ;
Zhu, Xinlei ;
Chen, Chen ;
Ge, Yihui ;
Wang, Weidong ;
Zhao, Zhuohui ;
Cai, Jing ;
Kan, Haidong .
ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY, 2021, 211