Calibration of DustTrak and Low-Cost Sensors and Their Application for Assessment of Inhalation Exposures to Traffic-Related PM2.5 and PM1 in Ho Chi Minh City

• Published in: Atmosphere Vol. 14; no. 10; p. 1504
• Main Authors: Chi, Nguyen Doan Thien, Ngan, Tran Anh, Cong-Thanh, Tran, Huy, Duong Huu, Lung, Shih-Chun Candice, Hien, To Thi
• Format: Journal Article
• Language: English
• Published: Basel MDPI AG 01-10-2023
• Subjects: Air pollution; AS-LUNG-P; Bicycles; Bicycling; Calibration; Coefficient of variation; Commuting; COVID-19; Developing countries; DustTrak; Emissions; Exposure; Humidity; Inhalation; LDCs; Low cost; low-cost sensor; Lungs; Manganese; Megacities; Microenvironments; Motorcycles; Outdoor air quality; Pandemics; Particulate emissions; Particulate matter; PM1; PM2.5; Regression analysis; Regression models; Respiration; Sensors; Suspended particulate matter; Vietnam; Asia; United States > US; Taiwan
• DOI: 10.3390/atmos14101504
• EISSN: 2073-4433

The in-traffic microenvironment can enhance personal exposure to fine particulate matter (PM). With this study, we aimed to calibrate a DustTrak instrument (DustTrak 8533 DRX Aerosol Monitor, TSI Incorporated, Shoreview, MN, USA) and low-cost sensors (AS-LUNG-P sensors) and then assess inhalation exposure to PM2.5 and PM1 for different commuters in central areas of Ho Chi Minh City (HCM). The DustTrak instrument and low-cost sensors were calibrated using a gravimetric method under side-by-side conditions. Relationships between the DustTrak signals and PM concentrations measured by the gravimetric method were identified using simple linear regression models for PM2.5 (R2 = 0.998, p-value < 0.05) and PM1 (R2 = 0.989, p-value < 0.05). Meanwhile, PM concentrations determined by the AS-LUNG-P sensors and the gravimetric method were correlated using two-segmented linear regressions. To obtain the corresponding two-segment regression equations, the response of the AS-LUNG-P sensors was compared with the corrected DustTrak data. The coefficient of variation (CV) evaluated for all sensors was smaller than 10%, indicating that the data were applicable for particle assessment. For inhalation exposure assessment, the results showed that commuters using open transport modes, such as bikes, motorbikes, and walking, were exposed to more PM than those using closed transport modes (e.g., cars). Specifically, the bicyclists had the highest inhaled doses of PM among the open transport groups. PM exposure levels in the morning were higher than in the afternoon. Additionally, exposure levels to PM concentrations rapidly increased when passing through intersections of major roads and moderately decreased when using surgical facemasks.