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Development and Performance Evaluation of a Low-Cost Portable PM(2.5) Monitor for Mobile Deployment

The concentration of fine particulate matter (PM(2.5)) is known to vary spatially across a city landscape. Current networks of regulatory air quality monitoring are too sparse to capture these intra-city variations. In this study, we developed a low-cost (60 USD) portable PM(2.5) monitor called Smar...

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Autores principales: Chen, Mingjian, Yuan, Weichang, Cao, Chang, Buehler, Colby, Gentner, Drew R., Lee, Xuhui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9003072/
https://www.ncbi.nlm.nih.gov/pubmed/35408382
http://dx.doi.org/10.3390/s22072767
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author Chen, Mingjian
Yuan, Weichang
Cao, Chang
Buehler, Colby
Gentner, Drew R.
Lee, Xuhui
author_facet Chen, Mingjian
Yuan, Weichang
Cao, Chang
Buehler, Colby
Gentner, Drew R.
Lee, Xuhui
author_sort Chen, Mingjian
collection PubMed
description The concentration of fine particulate matter (PM(2.5)) is known to vary spatially across a city landscape. Current networks of regulatory air quality monitoring are too sparse to capture these intra-city variations. In this study, we developed a low-cost (60 USD) portable PM(2.5) monitor called Smart-P, for use on bicycles, with the goal of mapping street-level variations in PM(2.5) concentration. The Smart-P is compact in size (85 × 85 × 42 mm) and light in weight (147 g). Data communication and geolocation are achieved with the cyclist’s smartphone with the help of a user-friendly app. Good agreement was observed between the Smart-P monitors and a regulatory-grade monitor (mean bias error: −3.0 to 1.5 μg m(−3) for the four monitors tested) in ambient conditions with relative humidity ranging from 38 to 100%. Monitor performance decreased in humidity > 70% condition. The measurement precision, represented as coefficient of variation, was 6 to 9% in stationary mode and 6% in biking mode across the four tested monitors. Street tests in a city with low background PM(2.5) concentrations (8 to 9 μg m(−3)) and in two cities with high background concentrations (41 to 74 μg m(−3)) showed that the Smart-P was capable of observing local emission hotspots and that its measurement was not sensitive to bicycle speed. The low-cost and user-friendly nature are two features that make the Smart-P a good choice for empowering citizen scientists to participate in local air quality monitoring.
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spelling pubmed-90030722022-04-13 Development and Performance Evaluation of a Low-Cost Portable PM(2.5) Monitor for Mobile Deployment Chen, Mingjian Yuan, Weichang Cao, Chang Buehler, Colby Gentner, Drew R. Lee, Xuhui Sensors (Basel) Article The concentration of fine particulate matter (PM(2.5)) is known to vary spatially across a city landscape. Current networks of regulatory air quality monitoring are too sparse to capture these intra-city variations. In this study, we developed a low-cost (60 USD) portable PM(2.5) monitor called Smart-P, for use on bicycles, with the goal of mapping street-level variations in PM(2.5) concentration. The Smart-P is compact in size (85 × 85 × 42 mm) and light in weight (147 g). Data communication and geolocation are achieved with the cyclist’s smartphone with the help of a user-friendly app. Good agreement was observed between the Smart-P monitors and a regulatory-grade monitor (mean bias error: −3.0 to 1.5 μg m(−3) for the four monitors tested) in ambient conditions with relative humidity ranging from 38 to 100%. Monitor performance decreased in humidity > 70% condition. The measurement precision, represented as coefficient of variation, was 6 to 9% in stationary mode and 6% in biking mode across the four tested monitors. Street tests in a city with low background PM(2.5) concentrations (8 to 9 μg m(−3)) and in two cities with high background concentrations (41 to 74 μg m(−3)) showed that the Smart-P was capable of observing local emission hotspots and that its measurement was not sensitive to bicycle speed. The low-cost and user-friendly nature are two features that make the Smart-P a good choice for empowering citizen scientists to participate in local air quality monitoring. MDPI 2022-04-04 /pmc/articles/PMC9003072/ /pubmed/35408382 http://dx.doi.org/10.3390/s22072767 Text en © 2022 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
Chen, Mingjian
Yuan, Weichang
Cao, Chang
Buehler, Colby
Gentner, Drew R.
Lee, Xuhui
Development and Performance Evaluation of a Low-Cost Portable PM(2.5) Monitor for Mobile Deployment
title Development and Performance Evaluation of a Low-Cost Portable PM(2.5) Monitor for Mobile Deployment
title_full Development and Performance Evaluation of a Low-Cost Portable PM(2.5) Monitor for Mobile Deployment
title_fullStr Development and Performance Evaluation of a Low-Cost Portable PM(2.5) Monitor for Mobile Deployment
title_full_unstemmed Development and Performance Evaluation of a Low-Cost Portable PM(2.5) Monitor for Mobile Deployment
title_short Development and Performance Evaluation of a Low-Cost Portable PM(2.5) Monitor for Mobile Deployment
title_sort development and performance evaluation of a low-cost portable pm(2.5) monitor for mobile deployment
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9003072/
https://www.ncbi.nlm.nih.gov/pubmed/35408382
http://dx.doi.org/10.3390/s22072767
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