A European aerosol phenomenology – 6: scattering properties of atmospheric aerosol particles from 28 ACTRIS sites

International audience This paper presents the light-scattering properties of atmospheric aerosol particles measured over the past decade at 28 ACTRIS observatories, which are located mainly in Europe. The data include particle light scattering (σsp) and hemispheric backscattering (σbsp) coefficient...

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Published in:Atmospheric Chemistry and Physics
Main Authors: Pandolfi, Marco, Alados-Arboledas, Lucas, Alastuey, Andres, Andrade, Marcos, Angelov, Christo, Artinano, Begona, Backman, John, Baltensperger, Urs, Bonasoni, Paolo, Bukowiecki, Nicolas, Collaud Coen, Martine, Conil, Sébastien, Coz, Esther, Crenn, Vincent, Dudoitis, Vadimas, Ealo, Marina, Eleftheriadis, Kostas, Favez, Olivier, Fetfatzis, Prodromos, Fiebig, Markus, Flentje, Harald, Ginot, Patrick, Gysel, Martin, Henzing, Bas, Hoffer, Andras, Holubova Smejkalova, Adela, Kalapov, Ivo, Kalivitis, Nikos, Kouvarakis, Giorgos, Kristensson, Adam, Kulmala, Markku, Lihavainen, Heikki, Lunder, Chris, Luoma, Krista, Lyamani, Hassan, Marinoni, Angela, Mihalopoulos, Nikos, Moerman, Marcel, Nicolas, Jose B., O’dowd, Colin, Petaja, Tuukka, Petit, Jean-Eudes, Pichon, Jean Marc, Prokopciuk, Nina, Putaud, Jean-Philippe, Rodríguez, Sergio, Sciare, Jean, Sellegri, Karine, Swietlicki, Erik, Titos, Gloria, Tuch, Thomas, Tunved, Peter, Ulevicius, Vidmantas, Vaishya, Aditya, Vana, Milan, Virkkula, Aki, Vratolis, Stergios, Weingartner, Ernest, Wiedensohler, Alfred, Laj, Paolo
Other Authors: Institute of Environmental Assessment and Water Research (IDAEA), Consejo Superior de Investigaciones Cientificas España = Spanish National Research Council Spain (CSIC), Universidad de Granada = University of Granada (UGR), Universidad Mayor de San Andrés (UMSA), Bulgarian Academy of Sciences (BAS), Centro de Investigaciones Energéticas, Medioambientales y Tecnológicas (CIEMAT), Helsingin yliopisto = Helsingfors universitet = University of Helsinki, Finnish Meteorological Institute (FMI), Laboratory of Atmospheric Chemistry Paul Scherrer Institute (LAC), Paul Scherrer Institute (PSI), CNR Institute of Atmospheric Sciences and Climate (ISAC), National Research Council of Italy, Federal Office of Meteorology and Climatology MeteoSwiss, Observatoire Pérenne de l'Environnement, Agence Nationale pour la Gestion des Déchets Radioactifs (ANDRA), Laboratoire des Sciences du Climat et de l'Environnement Gif-sur-Yvette (LSCE), Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS)-Direction de Recherche Fondamentale (CEA) (DRF (CEA)), Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA), ADDAIR Sté (France), Center for Physical Sciences and Technology Vilnius (FTMC), National Center for Scientific Research "Demokritos" (NCSR), Institut National de l'Environnement Industriel et des Risques (INERIS), Norwegian Institute for Air Research (NILU), Institut des Géosciences de l’Environnement (IGE), Institut de Recherche pour le Développement (IRD)-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP )-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National de la Recherche Scientifique (CNRS)-Université Grenoble Alpes 2016-2019 (UGA 2016-2019 ), The Netherlands Organisation for Applied Scientific Research (TNO), University of Crete Heraklion (UOC), National Observatory of Athens (NOA), Skane University Hospital Lund, Laboratoire de Météorologie Physique (LaMP), Institut national des sciences de l'Univers (INSU - CNRS)-Université Clermont Auvergne 2017-2020 (UCA 2017-2020 )-Centre National de la Recherche Scientifique (CNRS), Chimie Atmosphérique Expérimentale (CAE), Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS)-Direction de Recherche Fondamentale (CEA) (DRF (CEA)), JRC Institute for Environment and Sustainability (IES), European Commission - Joint Research Centre Ispra (JRC), Leibniz Institute for Tropospheric Research (TROPOS), Vikram Sarabhai Space Ctr
Format: Article in Journal/Newspaper
Language:English
Published: HAL CCSD 2018
Subjects:
Online Access:https://ineris.hal.science/ineris-01863464
https://ineris.hal.science/ineris-01863464/document
https://ineris.hal.science/ineris-01863464/file/2018-084.pdf
https://doi.org/10.5194/acp-18-7877-2018
id ftuniversailles:oai:HAL:ineris-01863464v1
record_format openpolar
institution Open Polar
collection Université de Versailles Saint-Quentin-en-Yvelines: HAL-UVSQ
op_collection_id ftuniversailles
language English
topic [SDE]Environmental Sciences
spellingShingle [SDE]Environmental Sciences
Pandolfi, Marco
Alados-Arboledas, Lucas
Alastuey, Andres
Andrade, Marcos
Angelov, Christo
Artinano, Begona
Backman, John
Baltensperger, Urs
Bonasoni, Paolo
Bukowiecki, Nicolas
Collaud Coen, Martine
Conil, Sébastien
Coz, Esther
Crenn, Vincent
Dudoitis, Vadimas
Ealo, Marina
Eleftheriadis, Kostas
Favez, Olivier
Fetfatzis, Prodromos
Fiebig, Markus
Flentje, Harald
Ginot, Patrick
Gysel, Martin
Henzing, Bas
Hoffer, Andras
Holubova Smejkalova, Adela
Kalapov, Ivo
Kalivitis, Nikos
Kouvarakis, Giorgos
Kristensson, Adam
Kulmala, Markku
Lihavainen, Heikki
Lunder, Chris
Luoma, Krista
Lyamani, Hassan
Marinoni, Angela
Mihalopoulos, Nikos
Moerman, Marcel
Nicolas, Jose B.
O’dowd, Colin
Petaja, Tuukka
Petit, Jean-Eudes
Pichon, Jean Marc
Prokopciuk, Nina
Putaud, Jean-Philippe
Rodríguez, Sergio
Sciare, Jean
Sellegri, Karine
Swietlicki, Erik
Titos, Gloria
Tuch, Thomas
Tunved, Peter
Ulevicius, Vidmantas
Vaishya, Aditya
Vana, Milan
Virkkula, Aki
Vratolis, Stergios
Weingartner, Ernest
Wiedensohler, Alfred
Laj, Paolo
A European aerosol phenomenology – 6: scattering properties of atmospheric aerosol particles from 28 ACTRIS sites
topic_facet [SDE]Environmental Sciences
description International audience This paper presents the light-scattering properties of atmospheric aerosol particles measured over the past decade at 28 ACTRIS observatories, which are located mainly in Europe. The data include particle light scattering (σsp) and hemispheric backscattering (σbsp) coefficients, scattering Ångström exponent (SAE), backscatter fraction (BF) and asymmetry parameter (g). An increasing gradient of σsp is observed when moving from remote environments (arctic/mountain) to regional and to urban environments. At a regional level in Europe, σsp also increases when moving from Nordic and Baltic countries and from western Europe to central/eastern Europe, whereas no clear spatial gradient is observed for other station environments. The SAE does not show a clear gradient as a function of the placement of the station. However, a west-to-east-increasing gradient is observed for both regional and mountain placements, suggesting a lower fraction of fine-mode particle in western/south-western Europe compared to central and eastern Europe, where the fine-mode particles dominate the scattering. The g does not show any clear gradient by station placement or geographical location reflecting the complex relationship of this parameter with the physical properties of the aerosol particles. Both the station placement and the geographical location are important factors affecting the intra-annual variability. At mountain sites, higher σsp and SAE values are measured in the summer due to the enhanced boundary layer influence and/or new particle-formation episodes. Conversely, the lower horizontal and vertical dispersion during winter leads to higher σsp values at all low-altitude sites in central and eastern Europe compared to summer. These sites also show SAE maxima in the summer (with corresponding g minima). At all sites, both SAE and g show a strong variation with aerosol particle loading. The lowest values of g are always observed together with low σsp values, indicating a larger contribution from particles in ...
author2 Institute of Environmental Assessment and Water Research (IDAEA)
Consejo Superior de Investigaciones Cientificas España = Spanish National Research Council Spain (CSIC)
Universidad de Granada = University of Granada (UGR)
Universidad Mayor de San Andrés (UMSA)
Bulgarian Academy of Sciences (BAS)
Centro de Investigaciones Energéticas, Medioambientales y Tecnológicas (CIEMAT)
Helsingin yliopisto = Helsingfors universitet = University of Helsinki
Finnish Meteorological Institute (FMI)
Laboratory of Atmospheric Chemistry Paul Scherrer Institute (LAC)
Paul Scherrer Institute (PSI)
CNR Institute of Atmospheric Sciences and Climate (ISAC)
National Research Council of Italy
Federal Office of Meteorology and Climatology MeteoSwiss
Observatoire Pérenne de l'Environnement
Agence Nationale pour la Gestion des Déchets Radioactifs (ANDRA)
Laboratoire des Sciences du Climat et de l'Environnement Gif-sur-Yvette (LSCE)
Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS)-Direction de Recherche Fondamentale (CEA) (DRF (CEA))
Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)
ADDAIR Sté (France)
Center for Physical Sciences and Technology Vilnius (FTMC)
National Center for Scientific Research "Demokritos" (NCSR)
Institut National de l'Environnement Industriel et des Risques (INERIS)
Norwegian Institute for Air Research (NILU)
Institut des Géosciences de l’Environnement (IGE)
Institut de Recherche pour le Développement (IRD)-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP )-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National de la Recherche Scientifique (CNRS)-Université Grenoble Alpes 2016-2019 (UGA 2016-2019 )
The Netherlands Organisation for Applied Scientific Research (TNO)
University of Crete Heraklion (UOC)
National Observatory of Athens (NOA)
Skane University Hospital Lund
Laboratoire de Météorologie Physique (LaMP)
Institut national des sciences de l'Univers (INSU - CNRS)-Université Clermont Auvergne 2017-2020 (UCA 2017-2020 )-Centre National de la Recherche Scientifique (CNRS)
Chimie Atmosphérique Expérimentale (CAE)
Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS)-Direction de Recherche Fondamentale (CEA) (DRF (CEA))
JRC Institute for Environment and Sustainability (IES)
European Commission - Joint Research Centre Ispra (JRC)
Leibniz Institute for Tropospheric Research (TROPOS)
Vikram Sarabhai Space Ctr
format Article in Journal/Newspaper
author Pandolfi, Marco
Alados-Arboledas, Lucas
Alastuey, Andres
Andrade, Marcos
Angelov, Christo
Artinano, Begona
Backman, John
Baltensperger, Urs
Bonasoni, Paolo
Bukowiecki, Nicolas
Collaud Coen, Martine
Conil, Sébastien
Coz, Esther
Crenn, Vincent
Dudoitis, Vadimas
Ealo, Marina
Eleftheriadis, Kostas
Favez, Olivier
Fetfatzis, Prodromos
Fiebig, Markus
Flentje, Harald
Ginot, Patrick
Gysel, Martin
Henzing, Bas
Hoffer, Andras
Holubova Smejkalova, Adela
Kalapov, Ivo
Kalivitis, Nikos
Kouvarakis, Giorgos
Kristensson, Adam
Kulmala, Markku
Lihavainen, Heikki
Lunder, Chris
Luoma, Krista
Lyamani, Hassan
Marinoni, Angela
Mihalopoulos, Nikos
Moerman, Marcel
Nicolas, Jose B.
O’dowd, Colin
Petaja, Tuukka
Petit, Jean-Eudes
Pichon, Jean Marc
Prokopciuk, Nina
Putaud, Jean-Philippe
Rodríguez, Sergio
Sciare, Jean
Sellegri, Karine
Swietlicki, Erik
Titos, Gloria
Tuch, Thomas
Tunved, Peter
Ulevicius, Vidmantas
Vaishya, Aditya
Vana, Milan
Virkkula, Aki
Vratolis, Stergios
Weingartner, Ernest
Wiedensohler, Alfred
Laj, Paolo
author_facet Pandolfi, Marco
Alados-Arboledas, Lucas
Alastuey, Andres
Andrade, Marcos
Angelov, Christo
Artinano, Begona
Backman, John
Baltensperger, Urs
Bonasoni, Paolo
Bukowiecki, Nicolas
Collaud Coen, Martine
Conil, Sébastien
Coz, Esther
Crenn, Vincent
Dudoitis, Vadimas
Ealo, Marina
Eleftheriadis, Kostas
Favez, Olivier
Fetfatzis, Prodromos
Fiebig, Markus
Flentje, Harald
Ginot, Patrick
Gysel, Martin
Henzing, Bas
Hoffer, Andras
Holubova Smejkalova, Adela
Kalapov, Ivo
Kalivitis, Nikos
Kouvarakis, Giorgos
Kristensson, Adam
Kulmala, Markku
Lihavainen, Heikki
Lunder, Chris
Luoma, Krista
Lyamani, Hassan
Marinoni, Angela
Mihalopoulos, Nikos
Moerman, Marcel
Nicolas, Jose B.
O’dowd, Colin
Petaja, Tuukka
Petit, Jean-Eudes
Pichon, Jean Marc
Prokopciuk, Nina
Putaud, Jean-Philippe
Rodríguez, Sergio
Sciare, Jean
Sellegri, Karine
Swietlicki, Erik
Titos, Gloria
Tuch, Thomas
Tunved, Peter
Ulevicius, Vidmantas
Vaishya, Aditya
Vana, Milan
Virkkula, Aki
Vratolis, Stergios
Weingartner, Ernest
Wiedensohler, Alfred
Laj, Paolo
author_sort Pandolfi, Marco
title A European aerosol phenomenology – 6: scattering properties of atmospheric aerosol particles from 28 ACTRIS sites
title_short A European aerosol phenomenology – 6: scattering properties of atmospheric aerosol particles from 28 ACTRIS sites
title_full A European aerosol phenomenology – 6: scattering properties of atmospheric aerosol particles from 28 ACTRIS sites
title_fullStr A European aerosol phenomenology – 6: scattering properties of atmospheric aerosol particles from 28 ACTRIS sites
title_full_unstemmed A European aerosol phenomenology – 6: scattering properties of atmospheric aerosol particles from 28 ACTRIS sites
title_sort european aerosol phenomenology – 6: scattering properties of atmospheric aerosol particles from 28 actris sites
publisher HAL CCSD
publishDate 2018
url https://ineris.hal.science/ineris-01863464
https://ineris.hal.science/ineris-01863464/document
https://ineris.hal.science/ineris-01863464/file/2018-084.pdf
https://doi.org/10.5194/acp-18-7877-2018
genre Arctic
genre_facet Arctic
op_source ISSN: 1680-7316
EISSN: 1680-7324
Atmospheric Chemistry and Physics
https://ineris.hal.science/ineris-01863464
Atmospheric Chemistry and Physics, 2018, 18, pp.8727-8744. ⟨10.5194/acp-18-7877-2018⟩
op_relation info:eu-repo/semantics/altIdentifier/doi/10.5194/acp-18-7877-2018
ineris-01863464
https://ineris.hal.science/ineris-01863464
https://ineris.hal.science/ineris-01863464/document
https://ineris.hal.science/ineris-01863464/file/2018-084.pdf
doi:10.5194/acp-18-7877-2018
op_rights info:eu-repo/semantics/OpenAccess
op_doi https://doi.org/10.5194/acp-18-7877-2018
container_title Atmospheric Chemistry and Physics
container_volume 18
container_issue 11
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spelling ftuniversailles:oai:HAL:ineris-01863464v1 2024-05-19T07:36:49+00:00 A European aerosol phenomenology – 6: scattering properties of atmospheric aerosol particles from 28 ACTRIS sites Pandolfi, Marco Alados-Arboledas, Lucas Alastuey, Andres Andrade, Marcos Angelov, Christo Artinano, Begona Backman, John Baltensperger, Urs Bonasoni, Paolo Bukowiecki, Nicolas Collaud Coen, Martine Conil, Sébastien Coz, Esther Crenn, Vincent Dudoitis, Vadimas Ealo, Marina Eleftheriadis, Kostas Favez, Olivier Fetfatzis, Prodromos Fiebig, Markus Flentje, Harald Ginot, Patrick Gysel, Martin Henzing, Bas Hoffer, Andras Holubova Smejkalova, Adela Kalapov, Ivo Kalivitis, Nikos Kouvarakis, Giorgos Kristensson, Adam Kulmala, Markku Lihavainen, Heikki Lunder, Chris Luoma, Krista Lyamani, Hassan Marinoni, Angela Mihalopoulos, Nikos Moerman, Marcel Nicolas, Jose B. O’dowd, Colin Petaja, Tuukka Petit, Jean-Eudes Pichon, Jean Marc Prokopciuk, Nina Putaud, Jean-Philippe Rodríguez, Sergio Sciare, Jean Sellegri, Karine Swietlicki, Erik Titos, Gloria Tuch, Thomas Tunved, Peter Ulevicius, Vidmantas Vaishya, Aditya Vana, Milan Virkkula, Aki Vratolis, Stergios Weingartner, Ernest Wiedensohler, Alfred Laj, Paolo Institute of Environmental Assessment and Water Research (IDAEA) Consejo Superior de Investigaciones Cientificas España = Spanish National Research Council Spain (CSIC) Universidad de Granada = University of Granada (UGR) Universidad Mayor de San Andrés (UMSA) Bulgarian Academy of Sciences (BAS) Centro de Investigaciones Energéticas, Medioambientales y Tecnológicas (CIEMAT) Helsingin yliopisto = Helsingfors universitet = University of Helsinki Finnish Meteorological Institute (FMI) Laboratory of Atmospheric Chemistry Paul Scherrer Institute (LAC) Paul Scherrer Institute (PSI) CNR Institute of Atmospheric Sciences and Climate (ISAC) National Research Council of Italy Federal Office of Meteorology and Climatology MeteoSwiss Observatoire Pérenne de l'Environnement Agence Nationale pour la Gestion des Déchets Radioactifs (ANDRA) Laboratoire des Sciences du Climat et de l'Environnement Gif-sur-Yvette (LSCE) Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS)-Direction de Recherche Fondamentale (CEA) (DRF (CEA)) Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA) ADDAIR Sté (France) Center for Physical Sciences and Technology Vilnius (FTMC) National Center for Scientific Research "Demokritos" (NCSR) Institut National de l'Environnement Industriel et des Risques (INERIS) Norwegian Institute for Air Research (NILU) Institut des Géosciences de l’Environnement (IGE) Institut de Recherche pour le Développement (IRD)-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP )-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National de la Recherche Scientifique (CNRS)-Université Grenoble Alpes 2016-2019 (UGA 2016-2019 ) The Netherlands Organisation for Applied Scientific Research (TNO) University of Crete Heraklion (UOC) National Observatory of Athens (NOA) Skane University Hospital Lund Laboratoire de Météorologie Physique (LaMP) Institut national des sciences de l'Univers (INSU - CNRS)-Université Clermont Auvergne 2017-2020 (UCA 2017-2020 )-Centre National de la Recherche Scientifique (CNRS) Chimie Atmosphérique Expérimentale (CAE) Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS)-Direction de Recherche Fondamentale (CEA) (DRF (CEA)) JRC Institute for Environment and Sustainability (IES) European Commission - Joint Research Centre Ispra (JRC) Leibniz Institute for Tropospheric Research (TROPOS) Vikram Sarabhai Space Ctr 2018 https://ineris.hal.science/ineris-01863464 https://ineris.hal.science/ineris-01863464/document https://ineris.hal.science/ineris-01863464/file/2018-084.pdf https://doi.org/10.5194/acp-18-7877-2018 en eng HAL CCSD European Geosciences Union info:eu-repo/semantics/altIdentifier/doi/10.5194/acp-18-7877-2018 ineris-01863464 https://ineris.hal.science/ineris-01863464 https://ineris.hal.science/ineris-01863464/document https://ineris.hal.science/ineris-01863464/file/2018-084.pdf doi:10.5194/acp-18-7877-2018 info:eu-repo/semantics/OpenAccess ISSN: 1680-7316 EISSN: 1680-7324 Atmospheric Chemistry and Physics https://ineris.hal.science/ineris-01863464 Atmospheric Chemistry and Physics, 2018, 18, pp.8727-8744. ⟨10.5194/acp-18-7877-2018⟩ [SDE]Environmental Sciences info:eu-repo/semantics/article Journal articles 2018 ftuniversailles https://doi.org/10.5194/acp-18-7877-2018 2024-04-25T00:33:36Z International audience This paper presents the light-scattering properties of atmospheric aerosol particles measured over the past decade at 28 ACTRIS observatories, which are located mainly in Europe. The data include particle light scattering (σsp) and hemispheric backscattering (σbsp) coefficients, scattering Ångström exponent (SAE), backscatter fraction (BF) and asymmetry parameter (g). An increasing gradient of σsp is observed when moving from remote environments (arctic/mountain) to regional and to urban environments. At a regional level in Europe, σsp also increases when moving from Nordic and Baltic countries and from western Europe to central/eastern Europe, whereas no clear spatial gradient is observed for other station environments. The SAE does not show a clear gradient as a function of the placement of the station. However, a west-to-east-increasing gradient is observed for both regional and mountain placements, suggesting a lower fraction of fine-mode particle in western/south-western Europe compared to central and eastern Europe, where the fine-mode particles dominate the scattering. The g does not show any clear gradient by station placement or geographical location reflecting the complex relationship of this parameter with the physical properties of the aerosol particles. Both the station placement and the geographical location are important factors affecting the intra-annual variability. At mountain sites, higher σsp and SAE values are measured in the summer due to the enhanced boundary layer influence and/or new particle-formation episodes. Conversely, the lower horizontal and vertical dispersion during winter leads to higher σsp values at all low-altitude sites in central and eastern Europe compared to summer. These sites also show SAE maxima in the summer (with corresponding g minima). At all sites, both SAE and g show a strong variation with aerosol particle loading. The lowest values of g are always observed together with low σsp values, indicating a larger contribution from particles in ... Article in Journal/Newspaper Arctic Université de Versailles Saint-Quentin-en-Yvelines: HAL-UVSQ Atmospheric Chemistry and Physics 18 11 7877 7911