Environment International (Dec 2021)
A global observational analysis to understand changes in air quality during exceptionally low anthropogenic emission conditions
- Ranjeet S. Sokhi,
- Vikas Singh,
- Xavier Querol,
- Sandro Finardi,
- Admir Créso Targino,
- Maria de Fatima Andrade,
- Radenko Pavlovic,
- Rebecca M. Garland,
- Jordi Massagué,
- Shaofei Kong,
- Alexander Baklanov,
- Lu Ren,
- Oksana Tarasova,
- Greg Carmichael,
- Vincent-Henri Peuch,
- Vrinda Anand,
- Graciela Arbilla,
- Kaitlin Badali,
- Gufran Beig,
- Luis Carlos Belalcazar,
- Andrea Bolignano,
- Peter Brimblecombe,
- Patricia Camacho,
- Alejandro Casallas,
- Jean-Pierre Charland,
- Jason Choi,
- Eleftherios Chourdakis,
- Isabelle Coll,
- Marty Collins,
- Josef Cyrys,
- Cleyton Martins da Silva,
- Alessandro Domenico Di Giosa,
- Anna Di Leo,
- Camilo Ferro,
- Mario Gavidia-Calderon,
- Amiya Gayen,
- Alexander Ginzburg,
- Fabrice Godefroy,
- Yuri Alexandra Gonzalez,
- Marco Guevara-Luna,
- Sk. Mafizul Haque,
- Henno Havenga,
- Dennis Herod,
- Urmas Hõrrak,
- Tareq Hussein,
- Sergio Ibarra,
- Monica Jaimes,
- Marko Kaasik,
- Ravindra Khaiwal,
- Jhoon Kim,
- Anu Kousa,
- Jaakko Kukkonen,
- Markku Kulmala,
- Joel Kuula,
- Nathalie La Violette,
- Guido Lanzani,
- Xi Liu,
- Stephanie MacDougall,
- Patrick M. Manseau,
- Giada Marchegiani,
- Brian McDonald,
- Swasti Vardhan Mishra,
- Luisa T. Molina,
- Dennis Mooibroek,
- Suman Mor,
- Nicolas Moussiopoulos,
- Fabio Murena,
- Jarkko V. Niemi,
- Steffen Noe,
- Thiago Nogueira,
- Michael Norman,
- Juan Luis Pérez-Camaño,
- Tuukka Petäjä,
- Stuart Piketh,
- Aditi Rathod,
- Ken Reid,
- Armando Retama,
- Olivia Rivera,
- Néstor Y. Rojas,
- Jhojan P. Rojas-Quincho,
- Roberto San José,
- Odón Sánchez,
- Rodrigo J. Seguel,
- Salla Sillanpää,
- Yushan Su,
- Nigel Tapper,
- Antonio Terrazas,
- Hilkka Timonen,
- Domenico Toscano,
- George Tsegas,
- Guus J.M. Velders,
- Christos Vlachokostas,
- Erika von Schneidemesser,
- Rajasree VPM,
- Ravi Yadav,
- Rasa Zalakeviciute,
- Miguel Zavala
Affiliations
- Ranjeet S. Sokhi
- Centre for Atmospheric and Climate Physics (CACP) and Centre for Climate Change Research (C3R), University of Hertfordshire, Hatfield, Hertfordshire, UK; Corresponding author.
- Vikas Singh
- National Atmospheric Research Laboratory, Gadanki, AP, India
- Xavier Querol
- Institute of Environmental Assessment and Water Research (IDAEA), Spanish Research Council (CSIC), Barcelona, Spain
- Sandro Finardi
- ARIANET, Milan, Italy
- Admir Créso Targino
- Graduate Program in Environment Engineering, Federal University of Technology, Londrina, Brazil
- Maria de Fatima Andrade
- Departamento de Ciências Atmosféricas, Universidade de São Paulo, São Paulo, Brazil
- Radenko Pavlovic
- Meteorological Service of Canada, Environment and Climate Change Canada, Dorval, Canada
- Rebecca M. Garland
- Council for Scientific and Industrial Research, Pretoria, South Africa; Unit for Environmental Sciences and Management, North-West University, Potchefstroom, South Africa; Department of Geography, Geo-informatics and Meteorology, University of Pretoria, Pretoria, South Africa
- Jordi Massagué
- Institute of Environmental Assessment and Water Research (IDAEA), Spanish Research Council (CSIC), Barcelona, Spain; Department of Mining, Industrial and ICT Engineering, Universitat Politècnica de Catalunya, BarcelonaTech (UPC), Barcelona, Spain
- Shaofei Kong
- Department of Atmospheric Sciences, School of Environmental Studies, China University of Geosciences, Wuhan, China
- Alexander Baklanov
- Science and Innovation Department, World Meteorological Organization (WMO), Geneva, Switzerland
- Lu Ren
- Center for Global and Regional Environmental Research, University of Iowa, Iowa City, United States
- Oksana Tarasova
- Science and Innovation Department, World Meteorological Organization (WMO), Geneva, Switzerland
- Greg Carmichael
- Center for Global and Regional Environmental Research, University of Iowa, Iowa City, United States
- Vincent-Henri Peuch
- ECMWF, European Centre for Medium-Range Weather Forecasts, Shinfield Park, Reading, UK
- Vrinda Anand
- Indian Institute of Tropical Meteorology, Pune, Ministry of Earth Sciences, Govt. of India, India
- Graciela Arbilla
- Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
- Kaitlin Badali
- Analysis and Air Quality Section, Air Quality Research Division, Environment and Climate Change Canada, Ottawa, Canada
- Gufran Beig
- Indian Institute of Tropical Meteorology, Pune, Ministry of Earth Sciences, Govt. of India, India
- Luis Carlos Belalcazar
- Universidad Nacional de Colombia, Bogotá, Colombia
- Andrea Bolignano
- Agenzia Regionale di Protezione dell'Ambiente del Lazio, Rome, Italy
- Peter Brimblecombe
- Department of Marine Environment and Engineering, National Sun Yat Sen University, Kaohsiung, Taiwan
- Patricia Camacho
- Secretaria del Medio Ambiente de la Ciudad de México (SEDEMA), Mexico City, Mexico
- Alejandro Casallas
- Earth System Physics, The Abdus Salam International Centre for Theoretical Physics (ICTP), Trieste, Italy; Escuela de Ciencias Exactas e Ingenieria, Universidad Sergio Arboleda, Bogotá, Colombia
- Jean-Pierre Charland
- Analysis and Air Quality Section, Air Quality Research Division, Environment and Climate Change Canada, Ottawa, Canada
- Jason Choi
- Environment Protection Authority Victoria, Centre for Applied Sciences, Macleod, Australia
- Eleftherios Chourdakis
- Laboratory of Heat Transfer and Environmental Engineering, Aristotle University, Thessaloniki, Greece
- Isabelle Coll
- Université Paris-Est Créteil and Université de Paris, CNRS, LISA, Creteil, France
- Marty Collins
- Air Monitoring Operations, Resource Stewardship Division, Environment and Parks, Edmonton, Canada
- Josef Cyrys
- Institute of Epidemiology, Helmholtz Zentrum München, Neuherberg, Germany
- Cleyton Martins da Silva
- Universidade Veiga de Almeida, Rio de Janeiro, Brazil
- Alessandro Domenico Di Giosa
- Agenzia Regionale di Protezione dell'Ambiente del Lazio, Rome, Italy
- Anna Di Leo
- Agenzia Regionale di Protezione dell'Ambiente della Lombardia, Milano, Italy
- Camilo Ferro
- Escuela de Ciencias Exactas e Ingenieria, Universidad Sergio Arboleda, Bogotá, Colombia
- Mario Gavidia-Calderon
- Departamento de Ciências Atmosféricas, Universidade de São Paulo, São Paulo, Brazil
- Amiya Gayen
- Department of Geography, University of Calcutta, Kolkata, India
- Alexander Ginzburg
- A.M. Obukhov Institute of Atmospheric Physics, Moscow, Russia
- Fabrice Godefroy
- Service de l'Environnement, Division du Contrôle des Rejets et Suivi Environnemental, Montréal, Canada
- Yuri Alexandra Gonzalez
- Universidad Nacional de Colombia, Bogotá, Colombia
- Marco Guevara-Luna
- Conservación, Bioprospección y Desarrollo Sostenible, Universidad Nacional Abierta y a Distancia, Bogotá, Colombia
- Sk. Mafizul Haque
- Department of Geography, University of Calcutta, Kolkata, India
- Henno Havenga
- Unit for Environmental Sciences and Management, North-West University, Potchefstroom, South Africa
- Dennis Herod
- National Smog Analysis, Analysis and Air Quality Section, Air Quality Research Division, Environment and Climate Change Canada, Ottawa, Canada
- Urmas Hõrrak
- Institute of Physics, University of Tartu, Tartu, Estonia
- Tareq Hussein
- Institute for Atmospheric and Earth System Research (INAR/Physics), University of Helsinki, Helsinki, Finland
- Sergio Ibarra
- Departamento de Ciências Atmosféricas, Universidade de São Paulo, São Paulo, Brazil
- Monica Jaimes
- Secretaria del Medio Ambiente de la Ciudad de México (SEDEMA), Mexico City, Mexico
- Marko Kaasik
- Institute of Physics, University of Tartu, Tartu, Estonia
- Ravindra Khaiwal
- Department of Community Medicine and School of Public Health, PGIMER, Chandigarh, India
- Jhoon Kim
- Department of Atmospheric Sciences, Yonsei University, Seoul, South Korea
- Anu Kousa
- Helsinki Region Environmental Services Authority, Helsinki, Finland
- Jaakko Kukkonen
- Finnish Meteorological Institute, Helsinki, Finland; Centre for Atmospheric and Climate Physics (CACP) and Centre for Climate Change Research (C3R), University of Hertfordshire, Hatfield, Hertfordshire, UK
- Markku Kulmala
- Institute for Atmospheric and Earth System Research (INAR/Physics), University of Helsinki, Helsinki, Finland
- Joel Kuula
- Finnish Meteorological Institute, Helsinki, Finland
- Nathalie La Violette
- Direction de la qualité de l’air et du climat, Direction générale du suivi de l'état de l'environnement, Ministère de l'Environnement et de la Lutte contre les changements climatiques Québec, Canada
- Guido Lanzani
- Agenzia Regionale di Protezione dell'Ambiente della Lombardia, Milano, Italy
- Xi Liu
- Department of Atmospheric Sciences, School of Environmental Studies, China University of Geosciences, Wuhan, China
- Stephanie MacDougall
- Air Quality Monitoring & Reporting, Nova Scotia Environment, Halifax, Canada
- Patrick M. Manseau
- Meteorological Service of Canada, Environment and Climate Change Canada, Dorval, Canada
- Giada Marchegiani
- Agenzia Regionale di Protezione dell'Ambiente del Lazio, Rome, Italy
- Brian McDonald
- National Oceanic and Atmospheric Administration, Chemical Sciences Laboratory, Boulder, USA
- Swasti Vardhan Mishra
- Department of Geography, University of Calcutta, Kolkata, India
- Luisa T. Molina
- Molina Center for Energy and the Environment, CA, USA
- Dennis Mooibroek
- National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands
- Suman Mor
- Department of Environment Studies, Punjab University, Chandigarh, India
- Nicolas Moussiopoulos
- Laboratory of Heat Transfer and Environmental Engineering, Aristotle University, Thessaloniki, Greece
- Fabio Murena
- Department of Chemical, Material and Production Engineering (DICMAPI), Naples, Italy
- Jarkko V. Niemi
- Direction de la qualité de l’air et du climat, Direction générale du suivi de l'état de l'environnement, Ministère de l'Environnement et de la Lutte contre les changements climatiques Québec, Canada
- Steffen Noe
- Estonian University of Life Sciences, Tartu, Estonia
- Thiago Nogueira
- Departamento de Ciências Atmosféricas, Universidade de São Paulo, São Paulo, Brazil
- Michael Norman
- Environment and Health Administration, City of Stockholm, Sweden
- Juan Luis Pérez-Camaño
- Computer Science School, ESMG, Technical University of Madrid (UPM), Madrid, Spain
- Tuukka Petäjä
- Institute for Atmospheric and Earth System Research (INAR/Physics), University of Helsinki, Helsinki, Finland
- Stuart Piketh
- Unit for Environmental Sciences and Management, North-West University, Potchefstroom, South Africa
- Aditi Rathod
- Indian Institute of Tropical Meteorology, Pune, Ministry of Earth Sciences, Govt. of India, India
- Ken Reid
- Air Quality and Climate Change, Metro Vancouver Regional District, Burnaby, Canada
- Armando Retama
- Independent Researcher, Mexico City, Mexico
- Olivia Rivera
- Secretaria del Medio Ambiente de la Ciudad de México (SEDEMA), Mexico City, Mexico
- Néstor Y. Rojas
- Universidad Nacional de Colombia, Bogotá, Colombia
- Jhojan P. Rojas-Quincho
- National Meteorology and Hydrology Service, Lima, Peru
- Roberto San José
- Computer Science School, ESMG, Technical University of Madrid (UPM), Madrid, Spain
- Odón Sánchez
- Atmospheric Pollution Research Group, Universidad Nacional Tecnológica de Lima Sur, Lima, Peru
- Rodrigo J. Seguel
- Center for Climate and Resilience Research (CR)2, Department of Geophysics, University of Chile, Santiago, Chile
- Salla Sillanpää
- Finnish Meteorological Institute, Helsinki, Finland
- Yushan Su
- Environmental Monitoring and Reporting Branch, Ontario Ministry of the Environment, Conservation and Parks, Toronto, Canada
- Nigel Tapper
- School of Earth, Atmosphere and Environment, Monash University, Clayton, Australia
- Antonio Terrazas
- Secretaria del Medio Ambiente de la Ciudad de México (SEDEMA), Mexico City, Mexico
- Hilkka Timonen
- Finnish Meteorological Institute, Helsinki, Finland
- Domenico Toscano
- Department of Chemical, Material and Production Engineering (DICMAPI), Naples, Italy
- George Tsegas
- Laboratory of Heat Transfer and Environmental Engineering, Aristotle University, Thessaloniki, Greece
- Guus J.M. Velders
- National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands
- Christos Vlachokostas
- Laboratory of Heat Transfer and Environmental Engineering, Aristotle University, Thessaloniki, Greece
- Erika von Schneidemesser
- Institute for Advanced Sustainability Studies, Potsdam, Germany
- Rajasree VPM
- Centre for Atmospheric and Climate Physics (CACP) and Centre for Climate Change Research (C3R), University of Hertfordshire, Hatfield, Hertfordshire, UK
- Ravi Yadav
- Indian Institute of Tropical Meteorology, Pune, Ministry of Earth Sciences, Govt. of India, India
- Rasa Zalakeviciute
- Grupo de Biodiversidad, Medio Ambiente y Salud (BIOMAS), Universidad de Las Americas, Quito, Ecuador
- Miguel Zavala
- Molina Center for Energy and the Environment, CA, USA
- Journal volume & issue
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Vol. 157
p. 106818
Abstract
This global study, which has been coordinated by the World Meteorological Organization Global Atmospheric Watch (WMO/GAW) programme, aims to understand the behaviour of key air pollutant species during the COVID-19 pandemic period of exceptionally low emissions across the globe. We investigated the effects of the differences in both emissions and regional and local meteorology in 2020 compared with the period 2015–2019. By adopting a globally consistent approach, this comprehensive observational analysis focuses on changes in air quality in and around cities across the globe for the following air pollutants PM2.5, PM10, PMC (coarse fraction of PM), NO2, SO2, NOx, CO, O3 and the total gaseous oxidant (OX = NO2 + O3) during the pre-lockdown, partial lockdown, full lockdown and two relaxation periods spanning from January to September 2020. The analysis is based on in situ ground-based air quality observations at over 540 traffic, background and rural stations, from 63 cities and covering 25 countries over seven geographical regions of the world. Anomalies in the air pollutant concentrations (increases or decreases during 2020 periods compared to equivalent 2015–2019 periods) were calculated and the possible effects of meteorological conditions were analysed by computing anomalies from ERA5 reanalyses and local observations for these periods. We observed a positive correlation between the reductions in NO2 and NOx concentrations and peoples’ mobility for most cities. A correlation between PMC and mobility changes was also seen for some Asian and South American cities. A clear signal was not observed for other pollutants, suggesting that sources besides vehicular emissions also substantially contributed to the change in air quality.As a global and regional overview of the changes in ambient concentrations of key air quality species, we observed decreases of up to about 70% in mean NO2 and between 30% and 40% in mean PM2.5 concentrations over 2020 full lockdown compared to the same period in 2015–2019. However, PM2.5 exhibited complex signals, even within the same region, with increases in some Spanish cities, attributed mainly to the long-range transport of African dust and/or biomass burning (corroborated with the analysis of NO2/CO ratio). Some Chinese cities showed similar increases in PM2.5 during the lockdown periods, but in this case, it was likely due to secondary PM formation. Changes in O3 concentrations were highly heterogeneous, with no overall change or small increases (as in the case of Europe), and positive anomalies of 25% and 30% in East Asia and South America, respectively, with Colombia showing the largest positive anomaly of ~70%. The SO2 anomalies were negative for 2020 compared to 2015–2019 (between ~25 to 60%) for all regions. For CO, negative anomalies were observed for all regions with the largest decrease for South America of up to ~40%. The NO2/CO ratio indicated that specific sites (such as those in Spanish cities) were affected by biomass burning plumes, which outweighed the NO2 decrease due to the general reduction in mobility (ratio of ~60%). Analysis of the total oxidant (OX = NO2 + O3) showed that primary NO2 emissions at urban locations were greater than the O3 production, whereas at background sites, OX was mostly driven by the regional contributions rather than local NO2 and O3 concentrations. The present study clearly highlights the importance of meteorology and episodic contributions (e.g., from dust, domestic, agricultural biomass burning and crop fertilizing) when analysing air quality in and around cities even during large emissions reductions. There is still the need to better understand how the chemical responses of secondary pollutants to emission change under complex meteorological conditions, along with climate change and socio-economic drivers may affect future air quality. The implications for regional and global policies are also significant, as our study clearly indicates that PM2.5 concentrations would not likely meet the World Health Organization guidelines in many parts of the world, despite the drastic reductions in mobility. Consequently, revisions of air quality regulation (e.g., the Gothenburg Protocol) with more ambitious targets that are specific to the different regions of the world may well be required.