Exposure to wildfire smoke, including fine particulate matter (PM2.5), is associated with irritation of the eye, nose, throat and skin, and an increased risk of longer-term adverse cardiovascular and respiratory outcomes. While European fire control and management have improved since pre-industrial times, increased fire danger induced by climate change and epidemiological and demographic trends threaten to increase the health burden from forest fire smoke.

This indicator tracks the climate-driven change in wildfire danger (Fire Weather Index), estimates changes in the annual exposure for wildfire-originated PM2.5, and estimates deaths attributable to wildfire-originated PM2.5.

Caveats

There is currently no widely accepted exposure-response function specific to wildfire-PM2.5. The epidemiologic literature linking wildfire smoke and health effects is still limited, particularly for European populations and exposure assessment methods vary between studies. The exposure-response function used in the indicator assumes a similar toxicity and exposure range of wildfire PM2.5 and PM2.5 from other sources. The indicator uses satellite measurements to determine PM2.5 concentrations, considering the full vertical atmospheric column, while predominantly ground-level PM2.5 is damaging to health. Exposure to other pollutants produced by wildfires, including PM10, are not included in the indicator. The PM2.5 dataset and the GEOSTAT population grids for Europe used to calculate exposure to PM2.5 were limited, and therefore estimates were only available from 2003. Additionally, the number of countries included in the estimate varies between years due to availability of weekly mortality data.

Reference information

Websites:
Source:

Publication:

van Daalen, K. R., et al., 2024, The 2024 Europe report of the Lancet Countdown on health and climate change: unprecedented warming demands unprecedented action, The Lancet Public Health. https://doi.org/10.1016/S2468-2667(24)00055-0


Data sources:

  1. Mortality data: Eurostat all-cause mortality by sex and age groups 
  2. PM2.5 data: Finnish Meteorological Institute, Fire smoke dispersion forecasts, Integrated System for wild-land Fires (IS4FIRES) and the System for Integrated modelling of Atmospheric composition (SILAM) models
  3. Fire danger data: worldwide used Canadian Forest fire Weather Index (FWI) computed from ERA5 Land Reanalysis data (Copernicus Climate Change Service (C3S)

Link to repository with code:

Mila, C., 2024 Wildfire smoke indicators for the Lancet Countdown Europe 2024 edition. https://github.com/carlesmila/LCDE2024_wildfires

Additional reading:

    • Hänninen, R., et al., 2022, Daily surface concentration of fire-related PM2. 5 for 2003-2021, modelled by SILAM CTM when using the MODIS satellite data for the fire radiative power, Finnish Meteorological Institute [dataset]. https://doi.org/10.23728/fmi-b2share.a006840cce9340e8bf11e562bb8d396e
    • Orellano, Pablo, et al., 2020, Short-term exposure to particulate matter (PM10 and PM2. 5), nitrogen dioxide (NO2), and ozone (O3) and all-cause and cause-specific mortality: Systematic review and meta-analysis, Environment international 142, 105876.  https://doi.org/10.1016/j.envint.2020.105876    
    • Soares, J., M. Sofiev, and J. Hakkarainen, 2025, Uncertainties of wild-land fires emission in AQMEII phase 2 case study, Atmospheric Environment 115, 361-370. https://doi.org/10.1016/j.atmosenv.2015.01.068 
    • Sofiev, M., et al., 2009, An operational system for the assimilation of the satellite information on wild-land fires for the needs of air quality modelling and forecasting, Atmospheric Chemistry and Physics 9.18, 6833-6847. https://doi.org/10.5194/acp-9-6833-2009
Contributor:
Lancet Countdown in Europe

Published in Climate-ADAPT: Mar 6, 2025

Language preference detected

Do you want to see the page translated into ?

Exclusion of liability
This translation is generated by eTranslation, a machine translation tool provided by the European Commission.