Smart City Gnosys

Smart city article details

Title Feasibility Of Air Quality Monitoring From Transport Vehicles
ID_Doc 26248
Authors Hossein Motlagh N.; Zaidan M.A.; Fung P.L.; Rebeiro-Hargrave A.; Irjala M.; Hussein T.; Petaja T.; Nurmi P.; Tarkoma S.
Year 2023
Published EnvSys 2023 - Proceedings of the 1st International Workshop on Advances in Environmental Sensing Systems for Smart Cities
DOI http://dx.doi.org/10.1145/3597064.3597363
Abstract The rapid growth of megacities has led to higher levels of air pollution in cities. To supplement fixed air quality monitoring sites, the megacities offer an unprecedented opportunity to deploy air quality sensors on public transportation systems, and thus enable air quality monitoring at different locations in the city within the routes of the transport means. In this paper, we leverage this opportunity and show the feasibility of deploying air quality sensors on the means of the transport system by installing three low-cost sensors on three trams that operate on three different routes in the city of Helsinki. Our measurement campaign took place during the summer and autumn of 2019, during which we measured main traffic pollutants and meteorological variables. Specifically, we show the variability of pollution levels in different locations using pollution hotspots captured by one of the sensors for two of the main air pollutants. That is, we demonstrate the potential of deploying the sensors on public transport systems and show the feasibility and effectiveness of such an approach for pollution hotspot detection; this can enable real-time air quality information streaming, and thus contribute to the cities' air quality repositories used for the public. © 2023 Owner/Author(s).
Author Keywords air quality sensors; internet of things; low-cost sensor; pervasive sensing; sensor network; smart cities; transportation systems


Similar Articles


Id Similarity Authors Title Published
9857 View0.869Morris E.; Liu X.; Manwar A.; Zang D.Y.; Evans G.; Brook J.; Rousseau B.; Clark C.; Macisaac J.Application Of Distributed Urban Sensor Networks For Actionable Air Quality DataISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 6, 4/W2 (2020)
7179 View0.865Hofman J.; Peters J.; Stroobants C.; Elst E.; Baeyens B.; Van Laer J.; Spruyt M.; Van Essche W.; Delbare E.; Roels B.; Cochez A.; Gillijns E.; Van Poppel M.Air Quality Sensor Networks For Evidence-Based Policy Making: Best Practices For Actionable InsightsAtmosphere, 13, 6 (2022)
54779 View0.864Johnston S.J.; Basford P.J.; Bulot F.M.J.; Easton N.H.C.; Foster G.L.; Loxham M.; Apetroiae-Cristea M.; Morris A.K.R.; Cox S.J.Testing Smart City Environmental Monitoring Technology Using Small Scale Temporary CitiesIEEE 5th World Forum on Internet of Things, WF-IoT 2019 - Conference Proceedings (2019)
18320 View0.863Zaidan M.A.; Xie Y.; Motlagh N.H.; Wang B.; Nie W.; Nurmi P.; Tarkoma S.; Petaja T.; Ding A.; Kulmala M.Dense Air Quality Sensor Networks: Validation, Analysis, And BenefitsIEEE Sensors Journal, 22, 23 (2022)
19399 View0.863El Arfaoui A.; Nhaila H.; El Khaili M.Developing A Real-Time Atmospheric Pollutant Monitoring Method With High Accuracy And Wide Measurement Range2025 5th International Conference on Innovative Research in Applied Science, Engineering and Technology, IRASET 2025 (2025)
58525 View0.862Ilarri S.; Trillo-Lado R.; Marrodán L.Traffic And Pollution Modelling For Air Quality Awareness: An Experience In The City Of ZaragozaSN Computer Science, 3, 4 (2022)
43581 View0.86Nizeyimana E.; Hanyurwimfura D.; Hwang J.; Nsenga J.; Regassa D.Prototype Of Monitoring Transportation Pollution Spikes Through The Internet Of Things Edge NetworksSensors (Basel, Switzerland), 23, 21 (2023)
27256 View0.859Po L.; Rollo F.; Bachechi C.; Corni A.From Sensors Data To Urban Traffic Flow Analysis5th IEEE International Smart Cities Conference, ISC2 2019 (2019)
7143 View0.857Hung C.-C.; Hsiao H.-E.; Lin C.-C.; Hsu H.-H.Air Pollution Source Tracing Framework: Leveraging Microsensors And Wind Analysis For Pollution Source IdentificationCommunications in Computer and Information Science, 2075 CCIS (2024)
16677 View0.857Thompson J.E.Crowd-Sourced Air Quality Studies: A Review Of The Literature & Portable SensorsTrends in Environmental Analytical Chemistry, 11 (2016)