Seasonal Field Calibration of Low-Cost PM[sub.2.5] Sensors in Different Locations with Different Sources in Thailand

Low-cost sensors (LCS) have been increasingly deployed to monitor PM[sub.2.5] concentrations. More than 1500 LCS have been installed in Thailand to increase public awareness of air quality. However, performance of these sensors has not been systematically investigated. In this study, PM[sub.2.5] LCS...

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Bibliographic Details
Published inAtmosphere Vol. 14; no. 3
Main Authors Dejchanchaiwong, Racha, Tekasakul, Perapong, Saejio, Apichat, Limna, Thanathip, Le, Thi-Cuc, Tsai, Chuen-Jinn, Lin, Guan-Yu, Morris, John
Format Journal Article
LanguageEnglish
Published MDPI AG 01.03.2023
Subjects
Air pollution
Air quality
Analysis
Distribution
Environmental aspects
Environmental monitoring
Particles
Thailand
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Summary:Low-cost sensors (LCS) have been increasingly deployed to monitor PM[sub.2.5] concentrations. More than 1500 LCS have been installed in Thailand to increase public awareness of air quality. However, performance of these sensors has not been systematically investigated. In this study, PM[sub.2.5] LCS were co-located next to a PM[sub.2.5] federal equivalent method (FEM) reference instrument at three Thai locations—in the north, center and northeast. We evaluated the performance of a PM[sub.2.5] LCS (PMS7003, Plantower) to understand the key factors affecting performance, including emission sources, relative humidity, temperature and PM[sub.2.5] concentration. Low PM concentration and high humidity levels had a significant impact on performance. Sensors in a high traffic emission area showed low correlation. The unadjusted PM[sub.2.5] LCS performance varied with locations. Errors were mainly observed at low concentrations. They significantly underestimated concentrations in congested urban environments. After calibration, accuracy was improved with multiple regression models. The performance of sensors only at Chiang Mai (CM) during the dry season and Ubon Ratchathani (URT) during the dry and wet seasons were acceptable with coefficient of variation: 5.8 ± 4.7–6.8 ± 5.0%, slope: 0.829–0.945, intercept: 1.12–5.49 µg/m[sup.3], R[sup.2]: 0.880–0.934 and RMSE: 4.3–5.1 µg/m[sup.3]. In the congested area in Bangkok (BKK), they underestimated concentrations of small particles.
ISSN:2073-4433
2073-4433
DOI:10.3390/atmos14030496