Added Value of Vaisala AQT530 Sensors as a Part of a Sensor Network for Comprehensive Air Quality Monitoring

Poor air quality influences the quality of life in the urban environment. The regulatory observation stations provide the backbone for the city administration to monitor urban air quality. Recently a suite of cost-effective air quality sensors has emerged to provide novel insights into the spatio-te...

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Main Authors: Tuukka Petäjä, Aino Ovaska, Pak Lun Fung, Pyry Poutanen, Jaakko Yli-Ojanperä, Jari Suikkola, Mikko Laakso, Taneli Mäkelä, Jarkko V. Niemi, Jorma Keskinen, Anssi Järvinen, Joel Kuula, Mona Kurppa, Tareq Hussein, Sasu Tarkoma, Markku Kulmala, Ari Karppinen, Hanna E. Manninen, Hilkka Timonen
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-07-01
Series:Frontiers in Environmental Science
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fenvs.2021.719567/full
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author Tuukka Petäjä
Aino Ovaska
Pak Lun Fung
Pyry Poutanen
Jaakko Yli-Ojanperä
Jari Suikkola
Mikko Laakso
Taneli Mäkelä
Jarkko V. Niemi
Jorma Keskinen
Anssi Järvinen
Joel Kuula
Mona Kurppa
Tareq Hussein
Sasu Tarkoma
Markku Kulmala
Ari Karppinen
Hanna E. Manninen
Hilkka Timonen
spellingShingle Tuukka Petäjä
Aino Ovaska
Pak Lun Fung
Pyry Poutanen
Jaakko Yli-Ojanperä
Jari Suikkola
Mikko Laakso
Taneli Mäkelä
Jarkko V. Niemi
Jorma Keskinen
Anssi Järvinen
Joel Kuula
Mona Kurppa
Tareq Hussein
Sasu Tarkoma
Markku Kulmala
Ari Karppinen
Hanna E. Manninen
Hilkka Timonen
Added Value of Vaisala AQT530 Sensors as a Part of a Sensor Network for Comprehensive Air Quality Monitoring
Frontiers in Environmental Science
air quality
air quality sensors
sensor network
particulate matter
gaseous pollutants
author_facet Tuukka Petäjä
Aino Ovaska
Pak Lun Fung
Pyry Poutanen
Jaakko Yli-Ojanperä
Jari Suikkola
Mikko Laakso
Taneli Mäkelä
Jarkko V. Niemi
Jorma Keskinen
Anssi Järvinen
Joel Kuula
Mona Kurppa
Tareq Hussein
Sasu Tarkoma
Markku Kulmala
Ari Karppinen
Hanna E. Manninen
Hilkka Timonen
author_sort Tuukka Petäjä
title Added Value of Vaisala AQT530 Sensors as a Part of a Sensor Network for Comprehensive Air Quality Monitoring
title_short Added Value of Vaisala AQT530 Sensors as a Part of a Sensor Network for Comprehensive Air Quality Monitoring
title_full Added Value of Vaisala AQT530 Sensors as a Part of a Sensor Network for Comprehensive Air Quality Monitoring
title_fullStr Added Value of Vaisala AQT530 Sensors as a Part of a Sensor Network for Comprehensive Air Quality Monitoring
title_full_unstemmed Added Value of Vaisala AQT530 Sensors as a Part of a Sensor Network for Comprehensive Air Quality Monitoring
title_sort added value of vaisala aqt530 sensors as a part of a sensor network for comprehensive air quality monitoring
publisher Frontiers Media S.A.
series Frontiers in Environmental Science
issn 2296-665X
publishDate 2021-07-01
description Poor air quality influences the quality of life in the urban environment. The regulatory observation stations provide the backbone for the city administration to monitor urban air quality. Recently a suite of cost-effective air quality sensors has emerged to provide novel insights into the spatio-temporal variability of aerosol particles and trace gases. Particularly in low concentrations these sensors might suffer from issues related e.g., to high detection limits, concentration drifts and interdependency between the observed trace gases and environmental parameters. In this study we characterize the optical particle detector used in AQT530 (Vaisala Ltd.) air quality sensor in the laboratory. We perform a measurement campaign with a network of AQT530 sensors in Helsinki, Finland in 2020–2021 and present a long-term performance evaluation of five sensors for particulate (PM10, PM2.5) and gaseous (NO2, NO, CO, O3) components during a half-year co-location study with reference instruments at an urban traffic site. Furthermore, short-term (3–5 weeks) co-location tests were performed for 25 sensors to provide sensor-specific correction equations for the fine-tuning of selected pollutants in the sensor network. We showcase the added value of the verified network of 25 sensor units to address the spatial variability of trace gases and aerosol mass concentrations in an urban environment. The analysis assesses road and harbor traffic monitoring, local construction dust monitoring, aerosol concentrations from fireworks, impact of sub-urban small scale wood combustion and detection of long-range transport episodes on a city scale. Our analysis illustrates that the calibrated network of Vaisala AQT530 air quality sensors provide new insights into the spatio-temporal variability of air pollution within the city. This information is beneficial to, for example, optimization of road dust and construction dust emission control as well as provides data to tackle air quality problems arising from traffic exhaust and localized wood combustion emissions in the residential areas.
topic air quality
air quality sensors
sensor network
particulate matter
gaseous pollutants
url https://www.frontiersin.org/articles/10.3389/fenvs.2021.719567/full
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spelling doaj-0b26593272b4462d976c1a21a150f0732021-07-16T05:31:28ZengFrontiers Media S.A.Frontiers in Environmental Science2296-665X2021-07-01910.3389/fenvs.2021.719567719567Added Value of Vaisala AQT530 Sensors as a Part of a Sensor Network for Comprehensive Air Quality MonitoringTuukka Petäjä0Aino Ovaska1Pak Lun Fung2Pyry Poutanen3Jaakko Yli-Ojanperä4Jari Suikkola5Mikko Laakso6Taneli Mäkelä7Jarkko V. Niemi8Jorma Keskinen9Anssi Järvinen10Joel Kuula11Mona Kurppa12Tareq Hussein13Sasu Tarkoma14Markku Kulmala15Ari Karppinen16Hanna E. Manninen17Hilkka Timonen18Faculty of Science, Institute for Atmospheric and Earth System Research (INAR)/Physics, University of Helsinki, Helsinki, FinlandFaculty of Science, Institute for Atmospheric and Earth System Research (INAR)/Physics, University of Helsinki, Helsinki, FinlandFaculty of Science, Institute for Atmospheric and Earth System Research (INAR)/Physics, University of Helsinki, Helsinki, FinlandFaculty of Science, Institute for Atmospheric and Earth System Research (INAR)/Physics, University of Helsinki, Helsinki, FinlandVaisala Oyj, Helsinki, FinlandVaisala Oyj, Helsinki, FinlandVaisala Oyj, Helsinki, FinlandHelsinki Region Environmental Services Authority HSY, Helsinki, FinlandHelsinki Region Environmental Services Authority HSY, Helsinki, FinlandAerosol Physics Laboratory, Physics Unit, Faculty of Engineering and Natural Sciences, Tampere University, Tampere, FinlandAerosol Physics Laboratory, Physics Unit, Faculty of Engineering and Natural Sciences, Tampere University, Tampere, FinlandAtmospheric Composition Research, Finnish Meteorological Institute, Helsinki, FinlandAtmospheric Composition Research, Finnish Meteorological Institute, Helsinki, FinlandFaculty of Science, Institute for Atmospheric and Earth System Research (INAR)/Physics, University of Helsinki, Helsinki, FinlandDepartment of Computer Science, University of Helsinki, Helsinki, FinlandFaculty of Science, Institute for Atmospheric and Earth System Research (INAR)/Physics, University of Helsinki, Helsinki, FinlandAtmospheric Composition Research, Finnish Meteorological Institute, Helsinki, FinlandHelsinki Region Environmental Services Authority HSY, Helsinki, FinlandAerosol Physics Laboratory, Physics Unit, Faculty of Engineering and Natural Sciences, Tampere University, Tampere, FinlandPoor air quality influences the quality of life in the urban environment. The regulatory observation stations provide the backbone for the city administration to monitor urban air quality. Recently a suite of cost-effective air quality sensors has emerged to provide novel insights into the spatio-temporal variability of aerosol particles and trace gases. Particularly in low concentrations these sensors might suffer from issues related e.g., to high detection limits, concentration drifts and interdependency between the observed trace gases and environmental parameters. In this study we characterize the optical particle detector used in AQT530 (Vaisala Ltd.) air quality sensor in the laboratory. We perform a measurement campaign with a network of AQT530 sensors in Helsinki, Finland in 2020–2021 and present a long-term performance evaluation of five sensors for particulate (PM10, PM2.5) and gaseous (NO2, NO, CO, O3) components during a half-year co-location study with reference instruments at an urban traffic site. Furthermore, short-term (3–5 weeks) co-location tests were performed for 25 sensors to provide sensor-specific correction equations for the fine-tuning of selected pollutants in the sensor network. We showcase the added value of the verified network of 25 sensor units to address the spatial variability of trace gases and aerosol mass concentrations in an urban environment. The analysis assesses road and harbor traffic monitoring, local construction dust monitoring, aerosol concentrations from fireworks, impact of sub-urban small scale wood combustion and detection of long-range transport episodes on a city scale. Our analysis illustrates that the calibrated network of Vaisala AQT530 air quality sensors provide new insights into the spatio-temporal variability of air pollution within the city. This information is beneficial to, for example, optimization of road dust and construction dust emission control as well as provides data to tackle air quality problems arising from traffic exhaust and localized wood combustion emissions in the residential areas.https://www.frontiersin.org/articles/10.3389/fenvs.2021.719567/fullair qualityair quality sensorssensor networkparticulate mattergaseous pollutants