Environment International (Aug 2022)
European aerosol phenomenology − 8: Harmonised source apportionment of organic aerosol using 22 Year-long ACSM/AMS datasets
- Gang Chen,
- Francesco Canonaco,
- Anna Tobler,
- Wenche Aas,
- Andres Alastuey,
- James Allan,
- Samira Atabakhsh,
- Minna Aurela,
- Urs Baltensperger,
- Aikaterini Bougiatioti,
- Joel F. De Brito,
- Darius Ceburnis,
- Benjamin Chazeau,
- Hasna Chebaicheb,
- Kaspar R. Daellenbach,
- Mikael Ehn,
- Imad El Haddad,
- Konstantinos Eleftheriadis,
- Olivier Favez,
- Harald Flentje,
- Anna Font,
- Kirsten Fossum,
- Evelyn Freney,
- Maria Gini,
- David C Green,
- Liine Heikkinen,
- Hartmut Herrmann,
- Athina-Cerise Kalogridis,
- Hannes Keernik,
- Radek Lhotka,
- Chunshui Lin,
- Chris Lunder,
- Marek Maasikmets,
- Manousos I. Manousakas,
- Nicolas Marchand,
- Cristina Marin,
- Luminita Marmureanu,
- Nikolaos Mihalopoulos,
- Griša Močnik,
- Jaroslaw Nęcki,
- Colin O'Dowd,
- Jurgita Ovadnevaite,
- Thomas Peter,
- Jean-Eudes Petit,
- Michael Pikridas,
- Stephen Matthew Platt,
- Petra Pokorná,
- Laurent Poulain,
- Max Priestman,
- Véronique Riffault,
- Matteo Rinaldi,
- Kazimierz Różański,
- Jaroslav Schwarz,
- Jean Sciare,
- Leïla Simon,
- Alicja Skiba,
- Jay G. Slowik,
- Yulia Sosedova,
- Iasonas Stavroulas,
- Katarzyna Styszko,
- Erik Teinemaa,
- Hilkka Timonen,
- Anja Tremper,
- Jeni Vasilescu,
- Marta Via,
- Petr Vodička,
- Alfred Wiedensohler,
- Olga Zografou,
- María Cruz Minguillón,
- André S.H. Prévôt
Affiliations
- Gang Chen
- Laboratory of Atmospheric Chemistry, Paul Scherrer Institute, 5232 Villigen, Switzerland
- Francesco Canonaco
- Laboratory of Atmospheric Chemistry, Paul Scherrer Institute, 5232 Villigen, Switzerland; Datalystica Ltd., Park innovAARE, 5234 Villigen, Switzerland
- Anna Tobler
- Laboratory of Atmospheric Chemistry, Paul Scherrer Institute, 5232 Villigen, Switzerland; Datalystica Ltd., Park innovAARE, 5234 Villigen, Switzerland
- Wenche Aas
- NILU - Norwegian Institute for Air Research, 2007 Kjeller, Norway
- Andres Alastuey
- Institute of Environmental Assessment and Water Research (IDAEA), Spanish Council for Scientific Research (CSIC), Barcelona, 08034, Spain
- James Allan
- Department of Earth and Environmental Sciences, University of Manchester, Manchester, UK; National Centre for Atmospheric Science, University of Manchester, Manchester, UK
- Samira Atabakhsh
- Department of Chemistry of the Atmosphere Leibniz Institute for Tropospheric Research, Permoser Straße 15, 04318 Leipzig, Germany
- Minna Aurela
- Atmospheric Composition Research, Finnish Meteorological Institute, P.O. Box 503, 00101 Helsinki, Finland
- Urs Baltensperger
- Laboratory of Atmospheric Chemistry, Paul Scherrer Institute, 5232 Villigen, Switzerland
- Aikaterini Bougiatioti
- Institute for Environmental Research and Sustainable Development, National Observatory of Athens, Palaia Penteli, 15236 Athens, Greece
- Joel F. De Brito
- IMT Nord Europe, Institut Mines-Télécom, Univ. Lille, Centre for Energy and Environment, 59000 Lille, France
- Darius Ceburnis
- School of Physics, Ryan Institute’s Centre for Climate and Air Pollution Studies, National University of Ireland Galway, University Road, Galway H91 CF50, Ireland
- Benjamin Chazeau
- Laboratory of Atmospheric Chemistry, Paul Scherrer Institute, 5232 Villigen, Switzerland; Aix Marseille Univ., CNRS, LCE, Marseille, France; AtmoSud, Regional Network for Air Quality Monitoring of Provence-Alpes-Côte-d'Azur, Marseille, France
- Hasna Chebaicheb
- IMT Nord Europe, Institut Mines-Télécom, Univ. Lille, Centre for Energy and Environment, 59000 Lille, France; Institut National de l’Environnement Industriel et des Risques, Parc Technologique ALATA, 60550, Verneuil en Halatte, France
- Kaspar R. Daellenbach
- Laboratory of Atmospheric Chemistry, Paul Scherrer Institute, 5232 Villigen, Switzerland
- Mikael Ehn
- Institute for Atmospheric and Earth System Research (INAR)/Physics, University of Helsinki, Helsinki, Finland
- Imad El Haddad
- Laboratory of Atmospheric Chemistry, Paul Scherrer Institute, 5232 Villigen, Switzerland
- Konstantinos Eleftheriadis
- Environmental Radioactivity Laboratory, Institute of Nuclear & Radiological Sciences & Technology, Energy & Safety, N.C.S.R. “Demokritos”, 15310 Athens, Greece
- Olivier Favez
- Institut National de l’Environnement Industriel et des Risques, Parc Technologique ALATA, 60550, Verneuil en Halatte, France
- Harald Flentje
- Deutscher Wetterdienst, Meteorologisches Observatorium Hohenpeißenberg, 82383 Hohenpeißenberg, Germany
- Anna Font
- MRC Centre for Environment and Health, Environmental Research Group, Imperial College London, 86 Wood Lane, London W12 0BZ, UK
- Kirsten Fossum
- School of Physics, Ryan Institute’s Centre for Climate and Air Pollution Studies, National University of Ireland Galway, University Road, Galway H91 CF50, Ireland
- Evelyn Freney
- Laboratoire de Météorologie Physique, UMR6016, Université Clermont Auvergne-CNRS, Aubière, France
- Maria Gini
- Environmental Radioactivity Laboratory, Institute of Nuclear & Radiological Sciences & Technology, Energy & Safety, N.C.S.R. “Demokritos”, 15310 Athens, Greece
- David C Green
- MRC Centre for Environment and Health, Environmental Research Group, Imperial College London, 86 Wood Lane, London W12 0BZ, UK; HPRU in Environmental Exposures and Health, Imperial College London, UK
- Liine Heikkinen
- Institute for Atmospheric and Earth System Research (INAR)/Physics, University of Helsinki, Helsinki, Finland
- Hartmut Herrmann
- Department of Chemistry of the Atmosphere Leibniz Institute for Tropospheric Research, Permoser Straße 15, 04318 Leipzig, Germany
- Athina-Cerise Kalogridis
- Environmental Radioactivity Laboratory, Institute of Nuclear & Radiological Sciences & Technology, Energy & Safety, N.C.S.R. “Demokritos”, 15310 Athens, Greece
- Hannes Keernik
- Air Quality and Climate Department, Estonian Environmental Research Centre (EERC), Marja 4D, Tallinn, Estonia; Department of Software Science, Tallinn University of Technology, 19086 Tallinn, Estonia
- Radek Lhotka
- Institute of Chemical Process Fundamentals of the CAS, Rozvojová 135/1, 16502 Prague, Czech Republic; Institute for Environmental Studies, Faculty of Science, Charles University, Benátská 2, 12801 Prague, Czech Republic
- Chunshui Lin
- School of Physics, Ryan Institute’s Centre for Climate and Air Pollution Studies, National University of Ireland Galway, University Road, Galway H91 CF50, Ireland
- Chris Lunder
- NILU - Norwegian Institute for Air Research, 2007 Kjeller, Norway
- Marek Maasikmets
- Air Quality and Climate Department, Estonian Environmental Research Centre (EERC), Marja 4D, Tallinn, Estonia
- Manousos I. Manousakas
- Laboratory of Atmospheric Chemistry, Paul Scherrer Institute, 5232 Villigen, Switzerland
- Nicolas Marchand
- Aix Marseille Univ., CNRS, LCE, Marseille, France
- Cristina Marin
- National Institute of Research and Development for Optoelectronics INOE 2000, 77125 Magurele, Romania; Department of Physics, Politehnica University of Bucharest, Bucharest,Romania
- Luminita Marmureanu
- National Institute of Research and Development for Optoelectronics INOE 2000, 77125 Magurele, Romania
- Nikolaos Mihalopoulos
- Institute for Environmental Research and Sustainable Development, National Observatory of Athens, Palaia Penteli, 15236 Athens, Greece
- Griša Močnik
- Condensed Matter Physics Department, J. Stefan Institute, Ljubljana, Slovenia; Center for Atmospheric Research, University of Nova Gorica, Ajdovščina, Slovenia
- Jaroslaw Nęcki
- AGH University of Science and Technology, Faculty of Physics and Applied Computer Science, Department of Applied Nuclear Physics, Kraków, Poland
- Colin O'Dowd
- School of Physics, Ryan Institute’s Centre for Climate and Air Pollution Studies, National University of Ireland Galway, University Road, Galway H91 CF50, Ireland
- Jurgita Ovadnevaite
- School of Physics, Ryan Institute’s Centre for Climate and Air Pollution Studies, National University of Ireland Galway, University Road, Galway H91 CF50, Ireland
- Thomas Peter
- Institute for Atmospheric and Climate Sciences, ETH Zürich, Zürich, 8092, Switzerland
- Jean-Eudes Petit
- Laboratoire des Sciences du Climat et de l'Environnement, UMR 8212, CEA/Orme des Merisiers, 91191 Gif-sur-Yvette, France
- Michael Pikridas
- Climate & Atmosphere Research Centre (CARE-C), The Cyprus Institute, Nicosia, 2121, Cyprus
- Stephen Matthew Platt
- NILU - Norwegian Institute for Air Research, 2007 Kjeller, Norway
- Petra Pokorná
- Institute of Chemical Process Fundamentals of the CAS, Rozvojová 135/1, 16502 Prague, Czech Republic
- Laurent Poulain
- Department of Chemistry of the Atmosphere Leibniz Institute for Tropospheric Research, Permoser Straße 15, 04318 Leipzig, Germany
- Max Priestman
- MRC Centre for Environment and Health, Environmental Research Group, Imperial College London, 86 Wood Lane, London W12 0BZ, UK
- Véronique Riffault
- IMT Nord Europe, Institut Mines-Télécom, Univ. Lille, Centre for Energy and Environment, 59000 Lille, France
- Matteo Rinaldi
- Institute of Atmospheric Sciences and Climate (ISAC), National Research Council (CNR), 40129 Bologna, Italy
- Kazimierz Różański
- AGH University of Science and Technology, Faculty of Physics and Applied Computer Science, Department of Applied Nuclear Physics, Kraków, Poland
- Jaroslav Schwarz
- Institute of Chemical Process Fundamentals of the CAS, Rozvojová 135/1, 16502 Prague, Czech Republic
- Jean Sciare
- Climate & Atmosphere Research Centre (CARE-C), The Cyprus Institute, Nicosia, 2121, Cyprus
- Leïla Simon
- Institut National de l’Environnement Industriel et des Risques, Parc Technologique ALATA, 60550, Verneuil en Halatte, France; Laboratoire des Sciences du Climat et de l'Environnement, UMR 8212, CEA/Orme des Merisiers, 91191 Gif-sur-Yvette, France
- Alicja Skiba
- Laboratoire des Sciences du Climat et de l'Environnement, UMR 8212, CEA/Orme des Merisiers, 91191 Gif-sur-Yvette, France
- Jay G. Slowik
- Laboratory of Atmospheric Chemistry, Paul Scherrer Institute, 5232 Villigen, Switzerland
- Yulia Sosedova
- Datalystica Ltd., Park innovAARE, 5234 Villigen, Switzerland
- Iasonas Stavroulas
- Institute for Environmental Research and Sustainable Development, National Observatory of Athens, Palaia Penteli, 15236 Athens, Greece; Climate & Atmosphere Research Centre (CARE-C), The Cyprus Institute, Nicosia, 2121, Cyprus
- Katarzyna Styszko
- AGH University of Science and Technology, Faculty of Energy and Fuels, Department of Coal Chemistry and Environmental Sciences, Kraków, Poland
- Erik Teinemaa
- Air Quality and Climate Department, Estonian Environmental Research Centre (EERC), Marja 4D, Tallinn, Estonia
- Hilkka Timonen
- Atmospheric Composition Research, Finnish Meteorological Institute, P.O. Box 503, 00101 Helsinki, Finland
- Anja Tremper
- MRC Centre for Environment and Health, Environmental Research Group, Imperial College London, 86 Wood Lane, London W12 0BZ, UK; HPRU in Environmental Exposures and Health, Imperial College London, UK
- Jeni Vasilescu
- National Institute of Research and Development for Optoelectronics INOE 2000, 77125 Magurele, Romania
- Marta Via
- Institute of Environmental Assessment and Water Research (IDAEA), Spanish Council for Scientific Research (CSIC), Barcelona, 08034, Spain; Department of Applied Physics, University of Barcelona, Barcelona 08028, Spain
- Petr Vodička
- Institute of Chemical Process Fundamentals of the CAS, Rozvojová 135/1, 16502 Prague, Czech Republic
- Alfred Wiedensohler
- Department of Chemistry of the Atmosphere Leibniz Institute for Tropospheric Research, Permoser Straße 15, 04318 Leipzig, Germany
- Olga Zografou
- Environmental Radioactivity Laboratory, Institute of Nuclear & Radiological Sciences & Technology, Energy & Safety, N.C.S.R. “Demokritos”, 15310 Athens, Greece
- María Cruz Minguillón
- Institute of Environmental Assessment and Water Research (IDAEA), Spanish Council for Scientific Research (CSIC), Barcelona, 08034, Spain; Corresponding authors.
- André S.H. Prévôt
- Laboratory of Atmospheric Chemistry, Paul Scherrer Institute, 5232 Villigen, Switzerland; Corresponding authors.
- Journal volume & issue
-
Vol. 166
p. 107325
Abstract
Organic aerosol (OA) is a key component of total submicron particulate matter (PM1), and comprehensive knowledge of OA sources across Europe is crucial to mitigate PM1 levels. Europe has a well-established air quality research infrastructure from which yearlong datasets using 21 aerosol chemical speciation monitors (ACSMs) and 1 aerosol mass spectrometer (AMS) were gathered during 2013–2019. It includes 9 non-urban and 13 urban sites. This study developed a state-of-the-art source apportionment protocol to analyse long-term OA mass spectrum data by applying the most advanced source apportionment strategies (i.e., rolling PMF, ME-2, and bootstrap). This harmonised protocol was followed strictly for all 22 datasets, making the source apportionment results more comparable. In addition, it enables quantification of the most common OA components such as hydrocarbon-like OA (HOA), biomass burning OA (BBOA), cooking-like OA (COA), more oxidised-oxygenated OA (MO-OOA), and less oxidised-oxygenated OA (LO-OOA). Other components such as coal combustion OA (CCOA), solid fuel OA (SFOA: mainly mixture of coal and peat combustion), cigarette smoke OA (CSOA), sea salt (mostly inorganic but part of the OA mass spectrum), coffee OA, and ship industry OA could also be separated at a few specific sites. Oxygenated OA (OOA) components make up most of the submicron OA mass (average = 71.1%, range from 43.7 to 100%). Solid fuel combustion-related OA components (i.e., BBOA, CCOA, and SFOA) are still considerable with in total 16.0% yearly contribution to the OA, yet mainly during winter months (21.4%). Overall, this comprehensive protocol works effectively across all sites governed by different sources and generates robust and consistent source apportionment results. Our work presents a comprehensive overview of OA sources in Europe with a unique combination of high time resolution (30–240 min) and long-term data coverage (9–36 months), providing essential information to improve/validate air quality, health impact, and climate models.