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

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...

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Autores principales: Peck, Angela, Handy, Rodney G., Sleeth, Darrah K., Schaefer, Camie, Zhang, Yue, Pahler, Leon F., Ramsay, Joemy, Collingwood, Scott C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9862639/
https://www.ncbi.nlm.nih.gov/pubmed/36668782
http://dx.doi.org/10.3390/toxics11010056
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author Peck, Angela
Handy, Rodney G.
Sleeth, Darrah K.
Schaefer, Camie
Zhang, Yue
Pahler, Leon F.
Ramsay, Joemy
Collingwood, Scott C.
author_facet Peck, Angela
Handy, Rodney G.
Sleeth, Darrah K.
Schaefer, Camie
Zhang, Yue
Pahler, Leon F.
Ramsay, Joemy
Collingwood, Scott C.
author_sort Peck, Angela
collection PubMed
description 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(3) 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.
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spelling pubmed-98626392023-01-22 Aerosol Measurement Degradation in Low-Cost Particle Sensors Using Laboratory Calibration and Field Validation Peck, Angela Handy, Rodney G. Sleeth, Darrah K. Schaefer, Camie Zhang, Yue Pahler, Leon F. Ramsay, Joemy Collingwood, Scott C. Toxics Article 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(3) 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. MDPI 2023-01-06 /pmc/articles/PMC9862639/ /pubmed/36668782 http://dx.doi.org/10.3390/toxics11010056 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Peck, Angela
Handy, Rodney G.
Sleeth, Darrah K.
Schaefer, Camie
Zhang, Yue
Pahler, Leon F.
Ramsay, Joemy
Collingwood, Scott C.
Aerosol Measurement Degradation in Low-Cost Particle Sensors Using Laboratory Calibration and Field Validation
title Aerosol Measurement Degradation in Low-Cost Particle Sensors Using Laboratory Calibration and Field Validation
title_full Aerosol Measurement Degradation in Low-Cost Particle Sensors Using Laboratory Calibration and Field Validation
title_fullStr Aerosol Measurement Degradation in Low-Cost Particle Sensors Using Laboratory Calibration and Field Validation
title_full_unstemmed Aerosol Measurement Degradation in Low-Cost Particle Sensors Using Laboratory Calibration and Field Validation
title_short Aerosol Measurement Degradation in Low-Cost Particle Sensors Using Laboratory Calibration and Field Validation
title_sort aerosol measurement degradation in low-cost particle sensors using laboratory calibration and field validation
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9862639/
https://www.ncbi.nlm.nih.gov/pubmed/36668782
http://dx.doi.org/10.3390/toxics11010056
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