Source apportionment of particle number size distribution in urban background and traffic stations in four European cities

Ultrafine particles (UFP) are suspected of having significant impacts on health. However, there have only been a limited number of studies on sources of UFP compared to larger particles. In this work, we identified and quantified the sources and processes contributing to particle number size distributions (PNSD) using Positive Matrix Factorization (PMF) at six monitoring stations (four urban background and two street canyon) from four European cities: Barcelona, Helsinki, London, and Zurich. These cities are characterised by different meteorological conditions and emissions. The common sources across all stations were Photonucleation, traffic emissions (3 sources, from fresh to aged emissions: Traffic nucleation, Fresh traffic - mode diameter between 13 and 37 nm, and Urban - mode diameter between 44 and 81 nm, mainly traffic but influenced by other sources in some cities), and Secondary particles. The Photonucleation factor was only directly identified by PMF for Barcelona, while an additional split of the Nucleation factor (into Photonucleation and Traffic nucleation) by using NOx concentrations as a proxy for traffic emissions was performed for all other stations. The sum of all traffic sources resulted in a maximum relative contributions ranging from 71 to 94% (annual average) thereby being the main contributor at all stations. In London and Zurich, the relative contribution of the sources did not vary significantly between seasons. In contrast, the high levels of solar radiation in Barcelona led to an important contribution of Photonucleation particles (ranging from 14% during the winter period to 35% during summer). Biogenic emissions were a source identified only in Helsinki (both in the urban background and street canyon stations), that contributed importantly during summer (23% in urban background). Airport emissions contributed to Nucleation particles at urban background sites, as the highest concentrations of this source took place when the wind was blowing from the airport direction in all cities. Copyright © 2019 The Authors. Published by Elsevier Ltd.. All rights reserved.

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Main Authors: Rivas, Ioar, Beddows, D.C.S., Amato, Fulvio, Green, David C., Järvi, Leena, Hueglin, Christoph, Reche, Cristina, Timonen, Hilkka J., Fuller, Gary W., Niemi, Jarkko V., Perez, Noemi, Aurela, Mika, Hopke, Philip K., Alastuey, Andrés, Kulmala, Markku, Harrison, Roy M., Querol, Xavier, Kelly, Frank J.
Other Authors: European Commission
Format: artículo biblioteca
Language:English
Published: Elsevier 2020-02-01
Subjects:Airport emissions, Particle number size distributions, Photonucleation, Ultrafine particles, Positive Matrix Factorization, Traffic emissions,
Online Access:http://hdl.handle.net/10261/198710
http://dx.doi.org/10.13039/501100000780
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id dig-idaea-es-10261-198710
record_format koha
institution IDAEA ES
collection DSpace
country España
countrycode ES
component Bibliográfico
access En linea
databasecode dig-idaea-es
tag biblioteca
region Europa del Sur
libraryname Biblioteca del IDAEA España
language English
topic Airport emissions
Particle number size distributions
Photonucleation
Ultrafine particles
Positive Matrix Factorization
Traffic emissions
Airport emissions
Particle number size distributions
Photonucleation
Ultrafine particles
Positive Matrix Factorization
Traffic emissions
spellingShingle Airport emissions
Particle number size distributions
Photonucleation
Ultrafine particles
Positive Matrix Factorization
Traffic emissions
Airport emissions
Particle number size distributions
Photonucleation
Ultrafine particles
Positive Matrix Factorization
Traffic emissions
Rivas, Ioar
Beddows, D.C.S.
Amato, Fulvio
Green, David C.
Järvi, Leena
Hueglin, Christoph
Reche, Cristina
Timonen, Hilkka J.
Fuller, Gary W.
Niemi, Jarkko V.
Perez, Noemi
Aurela, Mika
Hopke, Philip K.
Alastuey, Andrés
Kulmala, Markku
Harrison, Roy M.
Querol, Xavier
Kelly, Frank J.
Source apportionment of particle number size distribution in urban background and traffic stations in four European cities
description Ultrafine particles (UFP) are suspected of having significant impacts on health. However, there have only been a limited number of studies on sources of UFP compared to larger particles. In this work, we identified and quantified the sources and processes contributing to particle number size distributions (PNSD) using Positive Matrix Factorization (PMF) at six monitoring stations (four urban background and two street canyon) from four European cities: Barcelona, Helsinki, London, and Zurich. These cities are characterised by different meteorological conditions and emissions. The common sources across all stations were Photonucleation, traffic emissions (3 sources, from fresh to aged emissions: Traffic nucleation, Fresh traffic - mode diameter between 13 and 37 nm, and Urban - mode diameter between 44 and 81 nm, mainly traffic but influenced by other sources in some cities), and Secondary particles. The Photonucleation factor was only directly identified by PMF for Barcelona, while an additional split of the Nucleation factor (into Photonucleation and Traffic nucleation) by using NOx concentrations as a proxy for traffic emissions was performed for all other stations. The sum of all traffic sources resulted in a maximum relative contributions ranging from 71 to 94% (annual average) thereby being the main contributor at all stations. In London and Zurich, the relative contribution of the sources did not vary significantly between seasons. In contrast, the high levels of solar radiation in Barcelona led to an important contribution of Photonucleation particles (ranging from 14% during the winter period to 35% during summer). Biogenic emissions were a source identified only in Helsinki (both in the urban background and street canyon stations), that contributed importantly during summer (23% in urban background). Airport emissions contributed to Nucleation particles at urban background sites, as the highest concentrations of this source took place when the wind was blowing from the airport direction in all cities. Copyright © 2019 The Authors. Published by Elsevier Ltd.. All rights reserved.
author2 European Commission
author_facet European Commission
Rivas, Ioar
Beddows, D.C.S.
Amato, Fulvio
Green, David C.
Järvi, Leena
Hueglin, Christoph
Reche, Cristina
Timonen, Hilkka J.
Fuller, Gary W.
Niemi, Jarkko V.
Perez, Noemi
Aurela, Mika
Hopke, Philip K.
Alastuey, Andrés
Kulmala, Markku
Harrison, Roy M.
Querol, Xavier
Kelly, Frank J.
format artículo
topic_facet Airport emissions
Particle number size distributions
Photonucleation
Ultrafine particles
Positive Matrix Factorization
Traffic emissions
author Rivas, Ioar
Beddows, D.C.S.
Amato, Fulvio
Green, David C.
Järvi, Leena
Hueglin, Christoph
Reche, Cristina
Timonen, Hilkka J.
Fuller, Gary W.
Niemi, Jarkko V.
Perez, Noemi
Aurela, Mika
Hopke, Philip K.
Alastuey, Andrés
Kulmala, Markku
Harrison, Roy M.
Querol, Xavier
Kelly, Frank J.
author_sort Rivas, Ioar
title Source apportionment of particle number size distribution in urban background and traffic stations in four European cities
title_short Source apportionment of particle number size distribution in urban background and traffic stations in four European cities
title_full Source apportionment of particle number size distribution in urban background and traffic stations in four European cities
title_fullStr Source apportionment of particle number size distribution in urban background and traffic stations in four European cities
title_full_unstemmed Source apportionment of particle number size distribution in urban background and traffic stations in four European cities
title_sort source apportionment of particle number size distribution in urban background and traffic stations in four european cities
publisher Elsevier
publishDate 2020-02-01
url http://hdl.handle.net/10261/198710
http://dx.doi.org/10.13039/501100000780
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spelling dig-idaea-es-10261-1987102020-07-03T10:32:06Z Source apportionment of particle number size distribution in urban background and traffic stations in four European cities Rivas, Ioar Beddows, D.C.S. Amato, Fulvio Green, David C. Järvi, Leena Hueglin, Christoph Reche, Cristina Timonen, Hilkka J. Fuller, Gary W. Niemi, Jarkko V. Perez, Noemi Aurela, Mika Hopke, Philip K. Alastuey, Andrés Kulmala, Markku Harrison, Roy M. Querol, Xavier Kelly, Frank J. European Commission Amato, Fulvio [0000-0003-1546-9154] Reche, Cristina [0000-0002-3387-3989] Perez, Noemi [0000-0003-2420-6727] Alastuey, Andrés [0000-0002-5453-5495] Querol, Xavier [0000-0002-6549-9899] Airport emissions Particle number size distributions Photonucleation Ultrafine particles Positive Matrix Factorization Traffic emissions Ultrafine particles (UFP) are suspected of having significant impacts on health. However, there have only been a limited number of studies on sources of UFP compared to larger particles. In this work, we identified and quantified the sources and processes contributing to particle number size distributions (PNSD) using Positive Matrix Factorization (PMF) at six monitoring stations (four urban background and two street canyon) from four European cities: Barcelona, Helsinki, London, and Zurich. These cities are characterised by different meteorological conditions and emissions. The common sources across all stations were Photonucleation, traffic emissions (3 sources, from fresh to aged emissions: Traffic nucleation, Fresh traffic - mode diameter between 13 and 37 nm, and Urban - mode diameter between 44 and 81 nm, mainly traffic but influenced by other sources in some cities), and Secondary particles. The Photonucleation factor was only directly identified by PMF for Barcelona, while an additional split of the Nucleation factor (into Photonucleation and Traffic nucleation) by using NOx concentrations as a proxy for traffic emissions was performed for all other stations. The sum of all traffic sources resulted in a maximum relative contributions ranging from 71 to 94% (annual average) thereby being the main contributor at all stations. In London and Zurich, the relative contribution of the sources did not vary significantly between seasons. In contrast, the high levels of solar radiation in Barcelona led to an important contribution of Photonucleation particles (ranging from 14% during the winter period to 35% during summer). Biogenic emissions were a source identified only in Helsinki (both in the urban background and street canyon stations), that contributed importantly during summer (23% in urban background). Airport emissions contributed to Nucleation particles at urban background sites, as the highest concentrations of this source took place when the wind was blowing from the airport direction in all cities. Copyright © 2019 The Authors. Published by Elsevier Ltd.. All rights reserved. This project has received funding from the European Union’s Horizon 2020 research and innovation programme under the Marie Skłodowska-Curie grant agreement No 747882. We also thank Academy of Finland Center of Excellence programme (grant no. 307331) and ACTRIS-2 project that receives funding from the European Union Horizon 2020 research and innovation programme under grant agreement No 654109, the “Agencia Estatal de Investigación” from the Spanish Ministry of Science, Innovation and Universities and FEDER funds under the project HOUSE (CGL2016-78594-R). The authors acknowledge the Departament de Territori i Sostenibilitat and AGAUR (2017 SGR41) from Generalitat de Catalunya, the Faculty of Physics of Barcelona University (Prof. J. Lorente), the Met Office (UK), the Department for Environment, Food and Rural Affairs (DEFRA, UK), and the Swiss Federal Office for the Environment (FOEN) for providing the air pollution and meteorological data. Peer reviewed 2020-01-23T08:40:10Z 2020-01-23T08:40:10Z 2020-02-01 artículo http://purl.org/coar/resource_type/c_6501 Environment International 135: 105345 (2020) http://hdl.handle.net/10261/198710 10.1016/j.envint.2019.105345 http://dx.doi.org/10.13039/501100000780 en #PLACEHOLDER_PARENT_METADATA_VALUE# #PLACEHOLDER_PARENT_METADATA_VALUE# info:eu-repo/grantAgreement/EC/H2020/747882 info:eu-repo/grantAgreement/EC/H2020/654109 Publisher's version https://doi.org/10.1016/j.envint.2019.105345 Sí open Elsevier