journal article·2025-05-26Open access

Exposure to NO2 and PM2.5 While Commuting: Utility of Low-Cost Sensor

Anna Mainka, Witold Nocoń, Aleksandra Malinowska, Julia Pfajfer, Edyta Komisarczyk, Dariusz Góra, Pawel Wargocki

Applied Sciences· Volume 15· Issue 11

Abstract

This study examines variations in personal exposure to PM2.5 and NO2 while commuting by bicycle, vehicle, and walking during heating and non-heating seasons in Gliwice, an industrial city in Upper Silesia, Poland. Understanding these variations is crucial for assessing health risks and developing effective mitigation strategies. Personal exposure was measured using low-cost sensors, while stationary measurements provided comparative background concentrations. The results indicate statistically significant seasonal differences in pollutant concentrations. NO2 levels were higher during the heating season (mean: 30.84 µg/m3, median: 25.60 µg/m3) than in the non-heating season (mean: 22.61 µg/m3, median: 20.37 µg/m3; p = 0.025). In contrast, PM2.5 concentrations were higher in the non-heating season (mean: 12.1 µg/m3) compared to the heating season (mean: 9.5 µg/m3; p = 0.032). Inhaled doses instead of concentrations evaluated the exposure of participants. The inhaled doses of NO2 and PM2.5 per km were significantly higher for walking (mean: 141.3 and 30.7 µg/km for the male participant; 77.9 and 31.6 µg/km for the female participant) than for bicycle and walking (p < 0.05). These findings underscore the impact of transport mode and seasonality on air pollution exposure, highlighting the necessity for targeted mitigation strategies to reduce commuters’ exposure to traffic-related pollutants.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Air Quality Monitoring and Forecasting · Air Quality and Health Impacts · Vehicle emissions and performance

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Department of Air Protection, Faculty of Energy and Environmental Engineering, Silesian University of Technology, Konarskiego 22B, 44-100 Gliwice, Poland

Department of Automatic Control and Robotics, Silesian University of Technology, Akademicka 16, 44-100 Gliwice, Poland

Faculty of Automatic Control, Electronics, and Computer Science, Silesian University of Technology, Akademicka 16, 44-100 Gliwice, Poland

Faculty of Energy and Environmental Engineering, Silesian University of Technology, Konarskiego 18, 44-100 Gliwice, Poland

Faculty of Health Sciences, Medical University of Gdańsk, Skłodowskiej-Curie 3a, 80-210 Gdańsk, Poland

Regional Teacher Training Center “WOM” in Bielsko-Biała, Legionów 25, 43-300 Bielsko-Biała, Poland

Secondary School Named After Marii Skłodowska-Curie in Czechowice-Dziedzice, ul. Konopnicka 9, 43-502 Czechowice-Dziedzice, Poland

International Centre for Indoor Environment and Energy, Department of Environmental and Resource Engineering, Technical University of Denmark, 2800 Kongens Lyngby, Denmark

Funding

Faculty of Energy and Environmental Engineering · Faculty of Automatic Control, Electronics, and Computer Science

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