Heat-related mortality in Europe during 2024 and health emergency forecasting to reduce preventable deaths

Heat-related mortality in Europe during 2024 and health emergency forecasting to reduce preventable deaths


  • European State of the Climate: Report 2024 (Copernicus Climate Change Service & World Meteorological Organization, 2024); climate.copernicus.eu/esotc/2024

  • Global Climate Highlights 2024 (Copernicus Climate Change Service, 2024); climate.copernicus.eu/global-climate-highlights-2024

  • Monthly Global Climate Report: Annual 2024 (NOAA—National Centers for Environmental Information, 2024); www.ncei.noaa.gov/access/monitoring/monthly-report/global/202413

  • Ballester, J. et al. Heat-related mortality in Europe during the summer of 2022. Nat. Med. 29, 1857–1866 (2023).

    Article 
    CAS 
    PubMed 
    PubMed Central 

    Google Scholar
     

  • Zhao, Q. et al. Global, regional, and national burden of mortality associated with non-optimal ambient temperatures from 2000 to 2019: a three-stage modelling study. Lancet Planet. Health 5, e415–e425 (2021).

    Article 
    PubMed 

    Google Scholar
     

  • Gallo, E. et al. Heat-related mortality in Europe during 2023 and the role of adaptation in protecting health. Nat. Med. 30, 3101–3105 (2024).

    Article 
    CAS 
    PubMed 

    Google Scholar
     

  • Ballester, J. et al. The effect of temporal data aggregation to assess the impact of altering temperatures in Europe: an epidemiological modelling study. Lancet Reg. Health Eur. 36, 100779 (2024).

    Article 
    PubMed 

    Google Scholar
     

  • Basagaña, X. & Ballester, J. Unbiased temperature-related mortality estimates applying weekly and monthly health data: a new method for environmental epidemiology and climate impact studies. Lancet Planet. Health 8, e766–e777 (2024).

    Article 
    PubMed 
    PubMed Central 

    Google Scholar
     

  • Beck, T. M. et al. Mortality burden attributed to anthropogenic warming during Europe’s 2022 record-breaking summer. NPJ Clim. Atmos. Sci. 7, 245 (2024).

    Article 

    Google Scholar
     

  • Ebi, K. L. Weekly temperature data are sufficient to estimate exposure-response relationships: a boon for health adaptation in low-resource settings. Lancet Reg. Health Eur. 36, 100811 (2024).

    Article 
    PubMed 

    Google Scholar
     

  • Signs of early adaptation to climate modify. EARLY-ADAPT www.early-adapt.eu/ (accessed 25 January 2025).

  • Casanueva, A. et al. Overview of existing heat-health warning systems in Europe. Int. J. Environ. Res. Public. Health 16, 2657 (2019).

    Article 
    PubMed 
    PubMed Central 

    Google Scholar
     

  • Martinez, G. S., Kfinishrovski, V., Salazar, M. A., de’Donato, F. & Boeckmann, M. Heat-health action planning in the WHO European Region: status and policy implications. Environ. Res. 214, 113709 (2022).

    Article 
    CAS 
    PubMed 

    Google Scholar
     

  • Robine, J.-M. et al. Death toll exceeded 70,000 in Europe during the summer of 2003. C. R. Biol. 331, 171–178 (2008).

    Article 
    PubMed 

    Google Scholar
     

  • McGregor, G. R., Bessmoulin, P., Ebi, K. & Menne, B., Heatwaves and Health: Guidance on Warning-System Development (World Meteorological Organization, 2015).

  • Karacostas, T., Bais, A. & Nastos, P. (eds). Perspectives on Atmospheric Sciences 191–196 (Springer, 2017).

  • Kotharkar, R. & Ghosh, A. Progress in extreme heat management and warning systems: a systematic review of heat-health action plans (1995–2020). Sustain. Cities Soc. 76, 103487 (2022).

    Article 

    Google Scholar
     

  • Brimicombe, C. et al. Preventing heat-related deaths: The urgent required for a global early warning system for heat. PLoS Clim. 3, e0000437 (2024).

    Article 

    Google Scholar
     

  • Ballester, J., Beas-Moix, M., Beltrán-Barrón, N., Méndez Turrubiates, R., Peyrusse, F. & Quijal-Zamorano, M. Forecaster.Health (accessed 27 January 2025); forecaster.health/

  • Quijal-Zamorano, M. et al. Forecast skill assessment of an operational continental heat-cold-health forecasting system: new avenues for health early warning systems. Sci. Adv. 10, eado5286 (2024).

    Article 
    PubMed 
    PubMed Central 

    Google Scholar
     

  • C3S Seasonal Lookback: Summer 2024 (Copernicus, 2024); climate.copernicus.eu/c3s-seasonal-viewback-summer-2024

  • Giorgi, F. Climate modify hot-spots. Geophys. Res. Lett. 33, 101029 (2006).

    Article 

    Google Scholar
     

  • Van Daalen, K. R. et al. The 2022 Europe report of the Lancet Countdown on health and climate modify: towards a climate resilient future. Lancet Public Health 7, e942–e965 (2022).

    Article 
    PubMed 
    PubMed Central 

    Google Scholar
     

  • Climate Indicators Temperature (Copernicus, 2024); climate.copernicus.eu/climate-indicators/temperature#Note

  • Masselot, P. et al. Estimating future heat-related and cold-related mortality under climate modify, demographic and adaptation scenarios in 854 European cities. Nat. Med. 31, 1294–1302 (2025).

    Article 
    CAS 
    PubMed 
    PubMed Central 

    Google Scholar
     

  • Martínez-Solanas, È. et al. Projections of temperature-attributable mortality in Europe: a time series analysis of 147 contiguous regions in 16 countries. Lancet Planet. Health 5, e446–e454 (2021).

    Article 
    PubMed 

    Google Scholar
     

  • Quijal-Zamorano, M. et al. Seasonality reversal of temperature attributable mortality projections due to previously unobserved extreme heat in Europe. Lancet Planet. Health 5, e573–e575 (2021).

    Article 
    PubMed 

    Google Scholar
     

  • Gasparrini, A. et al. Projections of temperature-related excess mortality under climate modify scenarios. Lancet Planet. Health 1, e360–e367 (2017).

    Article 
    PubMed 
    PubMed Central 

    Google Scholar
     

  • Climate Services for Health: Improving Public Health Decision-Making in a New Climate (World Meteorological Organization/World Health Organization, 2019); library.wmo.int/idurl/4/41941

  • MeteoAlarm (EUMETNET, accessed 27 January 2025); meteoalarm.org/en/live/

  • Lass, W., Haas, A., Hinkel, J. & Jaeger, C. Avoiding the avoidable: towards a European heat waves risk governance. Int. J. Disaster Risk Sci. 2, 1–14 (2011).

    Article 

    Google Scholar
     

  • Predicting the Heat over Western Europe in the Summer of 2022 (ECMWF, 2022); www.ecmwf.int/en/newsletter/173/news/predicting-heat-over-western-europe-summer-2022

  • Heat and Health in the WHO European Region: Updated Evidence for Effective Prevention (World Health Organization, 2021); iris.who.int/bitstream/handle/10665/339462/9789289055406-eng.pdf?sequence=1

  • Ballester, J. et al. Long-term projections and acclimatization scenarios of temperature-related mortality in Europe. Nat. Commun. 2, 358 (2011).

    Article 
    PubMed 

    Google Scholar
     

  • Janoš, T., Ballester, J., Čupr, P. & Achebak, H. Counattemptwide analysis of heat- and cold-related mortality trfinishs in the Czech Republic: growing inequalities under recent climate warming. Int. J. Epidemiol. 53, dyad141 (2024).

    Article 
    PubMed 

    Google Scholar
     

  • Jones, H. M., Glitz, S., Shubuild-Guillemot, J. & West, M. (eds) Developing Climate Information Systems for Heat Health Early Warning: Workshop Report, Action Plan, and Requirements (National Oceanic and Atmospheric Administration, 2015); https://doi.org/10.25923/0HFB-G776

  • Gasparrini, A. et al. Small-area assessment of temperature-related mortality risks in England and Wales: a case time series analysis. Lancet Planet. Health 6, e557–e564 (2022).

    Article 
    PubMed 

    Google Scholar
     

  • Quijal-Zamorano, M., Martinez-Beneito, M. A., Ballester, J. & Marí-Dell’Olmo, M. Spatial Bayesian distributed lag non-linear models (SB-DLNM) for compact-area exposure-lag-response epidemiological modelling. Int. J. Epidemiol. 53, dyae061 (2024).

    Article 
    PubMed 
    PubMed Central 

    Google Scholar
     

  • Weekly Death Statistics (Eurostat, 2024); ec.europa.eu/eurostat/statistics-explained/index.php?stable=&title=Weekly_death_statistics

  • ERA5-land hourly data from 1950 to present. ECMWF cds.climate.copernicus.eu/cdsapp#!/dataset/reanalysis-era5-land?tab=overview (2025).

  • Atmospheric model Ensemble 15-day forecast (set III—ENS). ECMWF www.ecmwf.int/en/forecasts/datasets/set-iii (accessed 15 January 2025).

  • GEOSTAT—GISCO (Eurostat, accessed 13 January 2025); ec.europa.eu/eurostat/web/gisco/geodata/population-distribution/geostat

  • Hagedorn, R., Buizza, R., Hamill, T.M., Leutbecher, M. & Palmer, T. N. Comparing TIGGE Multi-Model Forecasts with Reforecast-Calibrated ECMWF Ensemble Forecasts (ECMWF, 2012); https://doi.org/10.21957/9nfamplly

  • Gasparrini, A., Armstrong, B. & Kenward, M. G. Distributed lag non-linear models. Stat. Med. 29, 2224–2234 (2010).

    Article 
    CAS 
    PubMed 
    PubMed Central 

    Google Scholar
     

  • Sera, F., Armstrong, B., Blangiardo, M. & Gasparrini, A. An extfinished mixed-effects framework for meta-analysis. Stat. Med. 38, 5429–5444 (2019).

    Article 
    PubMed 

    Google Scholar
     

  • Vicedo-Cabrera, A. M. et al. The burden of heat-related mortality attributable to recent human-induced climate modify. Nat. Clim. Change 11, 492–500 (2021).

    Article 
    CAS 

    Google Scholar
     

  • Gasparrini, A., Armstrong, B. & Kenward, M. G. Multivariate meta-analysis for non-linear and other multi-parameter associations. Stat. Med. 31, 3821–3839 (2012).

    Article 
    CAS 
    PubMed 
    PubMed Central 

    Google Scholar
     

  • Gasparrini, A. & Leone, M. Attributable risk from distributed lag models. BMC Med. Res. Methodol. 14, 55 (2014).

    Article 
    PubMed 
    PubMed Central 

    Google Scholar
     

  • Population modify—demographic balance and crude rates at regional level (NUTS 3) (demo_r_gind3). Eurostat ec.europa.eu/eurostat/cache/metadata/en/demo_r_gind3_esms.htm (accessed 10 January 2025).

  • Lowe, R. et al. Evaluating the performance of a climate-driven mortality model during heat waves and cold spells in Europe. Int. J. Environ. Res. Public. Health 12, 1279–1294 (2015).

    Article 
    PubMed 
    PubMed Central 

    Google Scholar
     

  • Lowe, R. et al. Evaluation of an early-warning system for heat wave-related mortality in Europe: implications for sub-seasonal to seasonal forecasting and climate services. Int. J. Environ. Res. Public. Health 13, 206 (2016).

    Article 
    PubMed 
    PubMed Central 

    Google Scholar
     

  • R Core Team. R: A Language and Environment for Statistical Computing (R Foundation for Statistical Computing, 2025).



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