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Investigating the Sensitivity of Low-Cost Sensors in Measuring Particle Number Concentrations across Diverse Atmospheric Conditions in Greece and Spain

Low-cost sensors (LCSs) for particulate matter (PM) concentrations have attracted the interest of researchers, supplementing their efforts to quantify PM in higher spatiotemporal resolution. The precision of PM mass concentration measurements from PMS 5003 sensors has been widely documented, though...

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Autores principales: Kosmopoulos, Georgios, Salamalikis, Vasileios, Wilbert, Stefan, Zarzalejo, Luis F., Hanrieder, Natalie, Karatzas, Stylianos, Kazantzidis, Andreas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10383866/
https://www.ncbi.nlm.nih.gov/pubmed/37514835
http://dx.doi.org/10.3390/s23146541
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author Kosmopoulos, Georgios
Salamalikis, Vasileios
Wilbert, Stefan
Zarzalejo, Luis F.
Hanrieder, Natalie
Karatzas, Stylianos
Kazantzidis, Andreas
author_facet Kosmopoulos, Georgios
Salamalikis, Vasileios
Wilbert, Stefan
Zarzalejo, Luis F.
Hanrieder, Natalie
Karatzas, Stylianos
Kazantzidis, Andreas
author_sort Kosmopoulos, Georgios
collection PubMed
description Low-cost sensors (LCSs) for particulate matter (PM) concentrations have attracted the interest of researchers, supplementing their efforts to quantify PM in higher spatiotemporal resolution. The precision of PM mass concentration measurements from PMS 5003 sensors has been widely documented, though limited information is available regarding their size selectivity and number concentration measurement accuracy. In this work, PMS 5003 sensors, along with a Federal Referral Methods (FRM) sampler (Grimm spectrometer), were deployed across three sites with different atmospheric profiles, an urban (Germanou) and a background (UPat) site in Patras (Greece), and a semi-arid site in Almería (Spain, PSA). The LCSs particle number concentration measurements were investigated for different size bins. Findings for particles with diameter between 0.3 and 10 μm suggest that particle size significantly affected the LCSs’ response. The LCSs could accurately detect number concentrations for particles smaller than 1 μm in the urban (R(2) = 0.9) and background sites (R(2) = 0.92), while a modest correlation was found with the reference instrument in the semi-arid area (R(2) = 0.69). However, their performance was rather poor (R(2) < 0.31) for coarser aerosol fractions at all sites. Moreover, during periods when coarse particles were dominant, i.e., dust events, PMS 5003 sensors were unable to report accurate number distributions (R(2) values < 0.47) and systematically underestimated particle number concentrations. The results indicate that several questions arise concerning the sensors’ capabilities to estimate PM(2.5) and PM(10) concentrations, since their size distribution did not agree with the reference instruments.
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spelling pubmed-103838662023-07-30 Investigating the Sensitivity of Low-Cost Sensors in Measuring Particle Number Concentrations across Diverse Atmospheric Conditions in Greece and Spain Kosmopoulos, Georgios Salamalikis, Vasileios Wilbert, Stefan Zarzalejo, Luis F. Hanrieder, Natalie Karatzas, Stylianos Kazantzidis, Andreas Sensors (Basel) Article Low-cost sensors (LCSs) for particulate matter (PM) concentrations have attracted the interest of researchers, supplementing their efforts to quantify PM in higher spatiotemporal resolution. The precision of PM mass concentration measurements from PMS 5003 sensors has been widely documented, though limited information is available regarding their size selectivity and number concentration measurement accuracy. In this work, PMS 5003 sensors, along with a Federal Referral Methods (FRM) sampler (Grimm spectrometer), were deployed across three sites with different atmospheric profiles, an urban (Germanou) and a background (UPat) site in Patras (Greece), and a semi-arid site in Almería (Spain, PSA). The LCSs particle number concentration measurements were investigated for different size bins. Findings for particles with diameter between 0.3 and 10 μm suggest that particle size significantly affected the LCSs’ response. The LCSs could accurately detect number concentrations for particles smaller than 1 μm in the urban (R(2) = 0.9) and background sites (R(2) = 0.92), while a modest correlation was found with the reference instrument in the semi-arid area (R(2) = 0.69). However, their performance was rather poor (R(2) < 0.31) for coarser aerosol fractions at all sites. Moreover, during periods when coarse particles were dominant, i.e., dust events, PMS 5003 sensors were unable to report accurate number distributions (R(2) values < 0.47) and systematically underestimated particle number concentrations. The results indicate that several questions arise concerning the sensors’ capabilities to estimate PM(2.5) and PM(10) concentrations, since their size distribution did not agree with the reference instruments. MDPI 2023-07-20 /pmc/articles/PMC10383866/ /pubmed/37514835 http://dx.doi.org/10.3390/s23146541 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
Kosmopoulos, Georgios
Salamalikis, Vasileios
Wilbert, Stefan
Zarzalejo, Luis F.
Hanrieder, Natalie
Karatzas, Stylianos
Kazantzidis, Andreas
Investigating the Sensitivity of Low-Cost Sensors in Measuring Particle Number Concentrations across Diverse Atmospheric Conditions in Greece and Spain
title Investigating the Sensitivity of Low-Cost Sensors in Measuring Particle Number Concentrations across Diverse Atmospheric Conditions in Greece and Spain
title_full Investigating the Sensitivity of Low-Cost Sensors in Measuring Particle Number Concentrations across Diverse Atmospheric Conditions in Greece and Spain
title_fullStr Investigating the Sensitivity of Low-Cost Sensors in Measuring Particle Number Concentrations across Diverse Atmospheric Conditions in Greece and Spain
title_full_unstemmed Investigating the Sensitivity of Low-Cost Sensors in Measuring Particle Number Concentrations across Diverse Atmospheric Conditions in Greece and Spain
title_short Investigating the Sensitivity of Low-Cost Sensors in Measuring Particle Number Concentrations across Diverse Atmospheric Conditions in Greece and Spain
title_sort investigating the sensitivity of low-cost sensors in measuring particle number concentrations across diverse atmospheric conditions in greece and spain
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10383866/
https://www.ncbi.nlm.nih.gov/pubmed/37514835
http://dx.doi.org/10.3390/s23146541
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