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Laboratory Evaluation of Low-Cost Optical Particle Counters for Environmental and Occupational Exposures

Low-cost optical particle counters effectively measure particulate matter (PM) mass concentrations once calibrated. Sensor calibration can be established by deriving a linear regression model by performing side-by-side measurements with a reference instrument. However, calibration differences betwee...

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Autores principales: Sousan, Sinan, Regmi, Swastika, Park, Yoo Min
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8233711/
https://www.ncbi.nlm.nih.gov/pubmed/34204182
http://dx.doi.org/10.3390/s21124146
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author Sousan, Sinan
Regmi, Swastika
Park, Yoo Min
author_facet Sousan, Sinan
Regmi, Swastika
Park, Yoo Min
author_sort Sousan, Sinan
collection PubMed
description Low-cost optical particle counters effectively measure particulate matter (PM) mass concentrations once calibrated. Sensor calibration can be established by deriving a linear regression model by performing side-by-side measurements with a reference instrument. However, calibration differences between environmental and occupational settings have not been demonstrated. This study evaluated four commercially available, low-cost PM sensors (OPC-N3, SPS30, AirBeam2, and PMS A003) in both settings. The mass concentrations of three aerosols (salt, Arizona road dust, and Poly-alpha-olefin-4 oil) were measured and compared with a reference instrument. OPC-N3 and SPS30 were highly correlated (r = 0.99) with the reference instrument for all aerosol types in environmental settings. In occupational settings, SPS30, AirBeam2, and PMS A003 exhibited high correlation (>0.96), but the OPC-N3 correlation varied (r = 0.88–1.00). Response significantly (p < 0.001) varied between environmental and occupational settings for most particle sizes and aerosol types. Biases varied by particle size and aerosol type. SPS30 and OPC-N3 exhibited low bias for environmental settings, but all of the sensors showed a high bias for occupational settings. For intra-instrumental precision, SPS30 exhibited high precision for salt for both settings compared to the other low-cost sensors and aerosol types. These findings suggest that SPS30 and OPC-N3 can provide a reasonable estimate of PM mass concentrations if calibrated differently for environmental and occupational settings using site-specific calibration factors.
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spelling pubmed-82337112021-06-27 Laboratory Evaluation of Low-Cost Optical Particle Counters for Environmental and Occupational Exposures Sousan, Sinan Regmi, Swastika Park, Yoo Min Sensors (Basel) Article Low-cost optical particle counters effectively measure particulate matter (PM) mass concentrations once calibrated. Sensor calibration can be established by deriving a linear regression model by performing side-by-side measurements with a reference instrument. However, calibration differences between environmental and occupational settings have not been demonstrated. This study evaluated four commercially available, low-cost PM sensors (OPC-N3, SPS30, AirBeam2, and PMS A003) in both settings. The mass concentrations of three aerosols (salt, Arizona road dust, and Poly-alpha-olefin-4 oil) were measured and compared with a reference instrument. OPC-N3 and SPS30 were highly correlated (r = 0.99) with the reference instrument for all aerosol types in environmental settings. In occupational settings, SPS30, AirBeam2, and PMS A003 exhibited high correlation (>0.96), but the OPC-N3 correlation varied (r = 0.88–1.00). Response significantly (p < 0.001) varied between environmental and occupational settings for most particle sizes and aerosol types. Biases varied by particle size and aerosol type. SPS30 and OPC-N3 exhibited low bias for environmental settings, but all of the sensors showed a high bias for occupational settings. For intra-instrumental precision, SPS30 exhibited high precision for salt for both settings compared to the other low-cost sensors and aerosol types. These findings suggest that SPS30 and OPC-N3 can provide a reasonable estimate of PM mass concentrations if calibrated differently for environmental and occupational settings using site-specific calibration factors. MDPI 2021-06-17 /pmc/articles/PMC8233711/ /pubmed/34204182 http://dx.doi.org/10.3390/s21124146 Text en © 2021 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
Sousan, Sinan
Regmi, Swastika
Park, Yoo Min
Laboratory Evaluation of Low-Cost Optical Particle Counters for Environmental and Occupational Exposures
title Laboratory Evaluation of Low-Cost Optical Particle Counters for Environmental and Occupational Exposures
title_full Laboratory Evaluation of Low-Cost Optical Particle Counters for Environmental and Occupational Exposures
title_fullStr Laboratory Evaluation of Low-Cost Optical Particle Counters for Environmental and Occupational Exposures
title_full_unstemmed Laboratory Evaluation of Low-Cost Optical Particle Counters for Environmental and Occupational Exposures
title_short Laboratory Evaluation of Low-Cost Optical Particle Counters for Environmental and Occupational Exposures
title_sort laboratory evaluation of low-cost optical particle counters for environmental and occupational exposures
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8233711/
https://www.ncbi.nlm.nih.gov/pubmed/34204182
http://dx.doi.org/10.3390/s21124146
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