Effects of the wildfires in August 2021 on the air quality of Athens through a numerical simulation
Tobias Osswald A * , Carla Gama A , Ana Patrícia Fernandes A , Diogo Lopes A , Vassiliki Varela B and Ana Isabel Miranda AA Centre for Environmental and Marine Studies (CESAM) and Department of Environment and Planning, Campus Universitário de Santiago, University of Aveiro, 3810-193 Aveiro, Portugal.
B Center for Security Studies (KEMEA), 4 P. Kenellopoulou str., GR-101 77 Athens, Greece.
Abstract
Air quality deteriorates significantly during wildfire events, which poses a risk for the health of affected human populations. The Mediterranean Basin was strongly impacted by wildfires during the 2021 fire season, particularly in Greece.
This work aims at estimating the impact of the Greek wildfires of August 2021 on the air quality in Athens.
The numerical modelling system WRF-APIFLAME-CHIMERE, which comprises a meteorological model, a smoke emissions model and a chemical transport model, was employed in estimating the hourly three-dimensional distribution of particulate matter (PM), CO and O3 concentrations during the wildfires. The performance of the modelling system was evaluated by comparing modelled results with air quality observations and atmospheric optical depth measurements.
Good agreement between measured data and model results was found, with results obtained with a higher-resolution computational grid performing the best.
The calculated values indicate concerning hourly and daily levels of air pollution, above the limit values for human health protection, during the analysed days within and around Athens.
The results highlight the importance of implementing a strategy for human health protection during wildfire events affecting populated areas. This modelling approach could be a basis for a smoke forecasting system.
Keywords: atmospheric pollution, carbon monoxide, human health, ozone, particulate matter, smoke modelling, wildfire emissions, wildland–urban interface.
References
Ager AA, Palaiologou P, Evers CR, Day MA, Ringo C, Short K (2019) Wildfire exposure to the wildland–urban interface in the western US. Applied Geography 111, 102059.
| Crossref | Google Scholar |
Aguilera R, Corringham T, Gershunov A, Benmarhnia T (2021) Wildfire smoke impacts respiratory health more than fine particles from other sources: observational evidence from southern California. Nature Communications 12, 1493.
| Crossref | Google Scholar |
Bessagnet B, Pirovano G, Mircea M, Cuvelier C, Aulinger A, Calori G, Ciarelli G, Manders A, Stern R, Tsyro S, García Vivanco M, Thunis P, Pay MT, Colette A, Couvidat F, Meleux F, Rouïl L, Ung A, Aksoyoglu S, Baldasano JM, Bieser J, Briganti G, Cappelletti A, D’Isidoro M, Finardi S, Kranenburg R, Silibello C, Carnevale C, Aas W, Dupont JC, Fagerli H, Gonzalez L, Menut L, Prévôt ASH, Roberts P, White L (2016) Presentation of the EURODELTA III intercomparison exercise – evaluation of the chemistry transport models’ performance on criteria pollutants and joint analysis with meteorology. Atmospheric Chemistry and Physics 16, 12667-12701.
| Crossref | Google Scholar |
Black C, Tesfaigzi Y, Bassein JA, Miller LA (2017) Wildfire smoke exposure and human health: Significant gaps in research for a growing public health issue. Environmental Toxicology and Pharmacology 55, 186-195.
| Crossref | Google Scholar |
Cascio WE (2018) Wildland fire smoke and human health. Science of the Total Environment 624, 586-595.
| Crossref | Google Scholar |
Colette A, Andersson C, Manders A, Mar K, Mircea M, Pay MT, Raffort V, Tsyro S, Cuvelier C, Adani M, Bessagnet B, Bergström R, Briganti G, Butler T, Cappelletti A, Couvidat F, D’Isidoro M, Doumbia T, Fagerli H, Granier C, Heyes C, Klimont Z, Ojha N, Otero N, Schaap M, Sindelarova K, Stegehuis AI, Roustan Y, Vautard R, van Meijgaard E, Vivanco MG, Wind P (2017) Eurodelta-trends, a multi-model experiment of air quality hindcast in Europe over 1990–2010. Geoscientific Model Development 10, 3255-3276.
| Crossref | Google Scholar |
Corona P, Ascoli D, Barbati A, Bovio G, Colangelo G, Elia M, Garfì V, Iovino F, Lafortezza R, Leone V, Lovreglio R, Marchetti M, Marchi M, Menguzzato G, Nocentini S, Picchio R, Portoghesi L, Puletti N, Sanesi G, Chianucci F (2015) Integrated forest management to prevent wildfires under Mediterranean environments. Annals of Silvicultural Research 39, 1-22.
| Crossref | Google Scholar |
D’Evelyn SM, Jung J, Alvarado E, Baumgartner J, Caligiuri P, Hagmann RK, Henderson SB, Hessburg PF, Hopkins S, Kasner EJ, Krawchuk MA, Krenz JE, Lydersen JM, Marlier ME, Masuda YJ, Metlen K, Mittelstaedt G, Prichard SJ, Schollaert CL, Smith EB, Stevens JT, Tessum CW, ReebWhitaker C, Wilkins JL, Wolff NH, Wood LM, Haugo RD, Spector JT (2022) Wildfire, smoke exposure, human health, and environmental justice need to be integrated into forest restoration and management. Current Environmental Health Reports 9, 366-385.
| Crossref | Google Scholar |
Dupuy Jl, Fargeon H, Martin-StPaul N, Pimont F, Ruffault J, Guijarro M, Hernando C, Madrigal J, Fernandes P (2020) Climate change impact on future wildfire danger and activity in southern Europe: a review. Annals of Forest Science 77, 35.
| Crossref | Google Scholar |
Eck TF, Holben BN, Reid JS, Dubovik O, Smirnov A, O’Neill NT, Slutsker I, Kinne S (1999) Wavelength dependence of the optical depth of biomass burning, urban, and desert dust aerosols. Journal of Geophysical Research: Atmospheres 104(D24), 31333-31349.
| Crossref | Google Scholar |
EEA (2021) Air quality e-reporting. (European Environmental Agency) Available at https://www.eea.europa.eu/data-and-maps/data/aqereporting-2 [retrieved January 2022]
EFFIS (2022) Rapid Damage Assessment – MODIS Burnt Areas. (European Forest Fire Information System) Available at https://effis.jrc.ec.europa.eu/about-effis/technical-background/rapid-damage-assessment
Elliott CT, Henderson SB, Wan V (2013) Time series analysis of fine particulate matter and asthma reliever dispensations in populations affected by forest fires. Environmental Health 12, 11.
| Crossref | Google Scholar |
EMEP/Centre on Emission Inventories and Projections database (2021) EMEP gridding 2021/2019. Available at https://webdab01.umweltbundesamt.at/download/gridding2021/2019/ [retrieved March 2022]
Fernandes AP, Lopes D, Sorte S, Monteiro A, Gama C, Reis J, Menezes I, Osswald T, Borrego C, Almeida M, Ribeiro LM, Viegas DX, Miranda AI (2022) Smoke emissions from the extreme wildfire events in central Portugal in October 2017. International Journal of Wildland Fire 31, 989-1001.
| Crossref | Google Scholar |
Giannaros TM, Papavasileiou G, Lagouvardos K, Kotroni V, Dafis S, Karagiannidis A, Dragozi E (2022) Meteorological analysis of the 2021 extreme wildfires in Greece: lessons learned and implications for early warning of the potential for pyroconvection. Atmosphere 13, 475.
| Crossref | Google Scholar |
Giglio L, Hall JV, Schroeder W, Justice CO (2021) MODIS/Terra thermal anomalies/fire 5-min L2 swath 1km. 10.5067/MODIS/MOD14.NRT.061 [retrieved March 2021]
Giles DM, Sinyuk A, Sorokin MG, Schafer JS, Smirnov A, Slutsker I, Eck TF, Holben BN, Lewis JR, Campbell JR, Welton EJ, Korkin SV, Lyapustin AI (2019) Advancements in the aerosol robotic network (AERONET) version 3 database – automated near-real-time quality control algorithm with improved cloud screening for sun photometer aerosol optical depth (AOD) measurements. Atmospheric Measurement Techniques 12, 169-209.
| Crossref | Google Scholar |
Haikerwal A, Akram M, Monaco AD, Smith K, Sim MR, Meyer M, Tonkin AM, Abramson MJ, Dennekamp M (2015) Impact of fine particulate matter (PM2.5) exposure during wildfires on cardiovascular health outcomes. Journal of the American Heart Association 4, e001653.
| Crossref | Google Scholar |
Haikerwal A, Akram M, Sim MR, Meyer M, Abramson MJ, Dennekamp M (2016) Fine particulate matter (PM2.5) exposure during a prolonged wildfire period and emergency department visits for asthma. Respirology 21, 88-94.
| Crossref | Google Scholar |
Hellenic Fire Service (2021) Event log - forest fires 2021. Available at https://www.fireservice.gr/en US/synola-dedomenon [retrieved June 2022]
Jaffe DA, Wigder NL (2012) Ozone production from wildfires: a critical review. Atmospheric Environment 51, 1-10.
| Crossref | Google Scholar |
Kukkonen J, Olsson T, Schultz DM, Baklanov A, Klein T, Miranda AI, Monteiro A, Hirtl M, Tarvainen V, Boy M, Peuch VH, Poupkou A, Kioutsioukis I, Finardi S, Sofiev M, Sokhi R, Lehtinen KEJ, Karatzas K, San José R, Astitha M, Kallos G, Schaap M, Reimer E, Jakobs H, Eben K (2012) A review of operational, regional-scale, chemical weather forecasting models in Europe. Atmospheric Chemistry and Physics 12, 1-87.
| Crossref | Google Scholar |
Menut L, Flamant C, Turquety S, Deroubaix A, Chazette P, Meynadier R (2018) Impact of biomass burning on pollutant surface concentrations in megacities of the Gulf of Guinea. Atmospheric Chemistry and Physics 18, 2687-2707.
| Crossref | Google Scholar |
Menut L, Bessagnet B, Briant R, Cholakian A, Couvidat F, Mailler S, Pennel R, Siour G, Tuccella P, Turquety S, Valari M (2021) The CHIMERE v2020r1 online chemistry-transport model. Geoscientific Model Development 14, 6781-6811.
| Crossref | Google Scholar |
Miranda AI, Amorim JH, Martins V, Pimentel C, Rodrigues R, Tavares R, Borrego C (2008) Numerical modelling of the impact of wildland–urban interface fires on Coimbra air quality. WIT Transactions on Ecology and the Environment 119, 333-342.
| Crossref | Google Scholar |
Miranda AI, Martins V, Cascão P, Amorim JH, Valente J, Tavares R, Borrego C, Tchepel O, Ferreira AJ, Cordeiro CR, Viegas DX, Ribeiro LM, Pita LP (2010) Monitoring of firefighters’ exposure to smoke during fire experiments in Portugal. Environment International 36, 736-745.
| Crossref | Google Scholar |
Miranda AI, Martins V, Cascão P, Amorim JH, Valente J, Borrego C, Ferreira AJ, Cordeiro CR, Viegas DX, Ottmar R (2012) Wildland smoke exposure values and exhaled breath indicators in firefighters. Journal of Toxicology and Environmental Health, Part A 75, 831-843.
| Crossref | Google Scholar |
Péré JC, Bessagnet B, Mallet M, Waquet F, Chiapello I, Minvielle F, Pont V, Menut L (2014) Direct radiative effect of the Russian wildfires and its impact on air temperature and atmospheric dynamics during august 2010. Atmospheric Chemistry and Physics 14, 1999-2013.
| Crossref | Google Scholar |
Rappold AG, Reyes J, Pouliot G, Cascio WE, Diaz-Sanchez D (2017) Community vulnerability to health impacts of wildland fire smoke exposure. Environmental Science & Technology 51, 6674-6682.
| Crossref | Google Scholar |
Rea G, Paton-Walsh C, Turquety S, Cope M, Griffith D (2016) Impact of the New South Wales fires during October 2013 on regional air quality in eastern Australia. Atmospheric Environment 131, 150-163.
| Crossref | Google Scholar |
Reid CE, Brauer M, Johnston FH, Jerrett M, Balmes JR, Elliott CT (2016) Critical review of health impacts of wildfire smoke exposure. Environmental Health Perspectives 124, 1334-1343.
| Crossref | Google Scholar |
Schneider SR, Abbatt JPD (2022) Wildfire atmospheric chemistry: climate and air quality impacts. Trends in Chemistry 4, 255-257.
| Crossref | Google Scholar |
Schneider SR, Lee K, Santos G, Abbatt JPD (2021) Air quality data approach for defining wildfire influence: impacts on PM2.5, NO2, CO, and O3 in western Canadian cities. Environmental Science & Technology 55, 13709-13717.
| Crossref | Google Scholar |
Sebastião R, Sorte S, Valente J, Miranda AI, Fernandes JM (2019) Detecting changes in the heart rate of firefighters to prevent smoke inhalation and health effects. Evolving Systems 10, 295-304.
| Crossref | Google Scholar |
Smith H (2021) ‘Apocalyptic’ scenes hit Greece as Athens besieged by fire. The Guardian, 7 August 2021. Available at https://www.theguardian.com/world/2021/aug/07
Sofiev M, Ermakova T, Vankevich R (2012) Evaluation of the smoke injection height from wildland fires using remote-sensing data. Atmospheric Chemistry and Physics 12, 1995-2006.
| Crossref | Google Scholar |
Turquety S, Menut L, Siour G, Mailler S, Hadji-Lazaro J, George M, Clerbaux C, Hurtmans D, Coheur PF (2020) Apiflamev2.0 biomass burning emissions model: impact of refined input parameters on atmospheric concentration in Portugal in summer 2016. Geoscientific Model Development 13, 2981-3009.
| Crossref | Google Scholar |
Valente J, Miranda AI, Lopes AG, Borrego C, Viegas DX, Lopes M (2007) Local-scale modelling system to simulate smoke dispersion. International Journal of Wildland Fire 16, 196-203.
| Crossref | Google Scholar |
Veira A, Kloster S, Wilkenskjeld S, Remy S (2015) Fire emission heights in the climate system – part 1: Global plume height patterns simulated by ECHAM6-HAM2. Atmospheric Chemistry and Physics 15, 7155-7171.
| Crossref | Google Scholar |
Wettstein ZS, Hoshiko S, Fahimi J, Harrison RJ, Cascio WE, Rappold AG (2018) Cardiovascular and cerebrovascular emergency department visits associated with wildfire smoke exposure in California in 2015. Journal of the American Heart Association 7, e007492.
| Crossref | Google Scholar |
Xanthopoulos G, Athansasiou M, Kaoukis K (2022) Suppression versus prevention: the disastrous forest fire season of 2021 in Greece. Wildfire, Quarter 2, 18-24.
| Google Scholar |
Xu Q, Westerling AL, Notohamiprodjo A, Wiedinmyer C, Picotte JJ, Parks SA, Hurteau MD, Marlier ME, Kolden CA, Sam JA, Baldwin WJ, Ade C (2022) Wildfire burn severity and emissions inventory: an example implementation over California. Environmental Research Letters 17, 085008.
| Crossref | Google Scholar |
Yang Z, Demoz B, Delgado R, Sullivan J, Tangborn A, Lee P (2022) Influence of the transported Canadian wildfire smoke on the ozone and particle pollution over the mid-Atlantic United States. Atmospheric Environment 273, 11894.
| Crossref | Google Scholar |
Yao J, Eyamie J, Henderson SB (2016) Evaluation of a spatially resolved forest fire smoke model for population-based epidemiologic exposure assessment. Journal of Exposure Science & Environmental Epidemiology 26, 233-240.
| Crossref | Google Scholar |