Abstract
Numerous weather and climate extremes have broken long-standing observed records. These record-breaking (or record-shattering if the margin is large) events have substantial socioeconomic impacts and pose adaptation and planning challenges. In this Review, we assess observed and projected changes in record-breaking climate extremes. Record occurrence can be understood with statistical considerations, and their changes quantified as the record ratio — the observed frequency of record events relative to a stationary climate. Many climate variables have witnessed changes in their record-breaking frequency. For example, all-time daily hot records on land are more than four times higher in 2016–2024 than expected without climate change, and all-time cold records two times lower; similarly, daily maximum precipitation records and monthly dryness records are more than 40% and 10% higher, respectively. In the future, slowing the rate of warming reduces record ratios, highlighting the benefits of mitigation. For instance, by the end of the century, multimodel mean record hot events are projected to be 15.7 more likely than in a stationary climate under SSP3-7.0, but only ~2.9 and ~1.8 more likely for SSP1-2.6 and SSP1-1.9, respectively, lower than those observed today. New record cold will become virtually non-existent under all emission scenarios. Among others, records have also been broken for ice loss, sea ice and ocean heat content, but quantifying record statistics is challenged by data availability, duration and quality. Addressing these data challenges and developing statistical methods to account for multivariate records are research priorities.
This is a preview of subscription content, access via your institution
Access options
Access Nature and 54 other Nature Portfolio journals
Get Nature+, our best-value online-access subscription
$32.99 / 30 days
cancel any time
Subscribe to this journal
Receive 12 digital issues and online access to articles
$119.00 per year
only $9.92 per issue
Buy this article
- Purchase on SpringerLink
- Instant access to the full article PDF.
USD 39.95
Prices may be subject to local taxes which are calculated during checkout







Similar content being viewed by others
References
Bartusek, S., Kornhuber, K. & Ting, M. 2021 North American heatwave amplified by climate change-driven nonlinear interactions. Nat. Clim. Change https://doi.org/10.1038/s41558-022-01520-4 (2022).
McKinnon, K. A. & Simpson, I. R. How unexpected was the 2021 Pacific Northwest heatwave? Geophys. Res. Lett. 49, e2022GL100380 (2022).
Schumacher, D. L., Hauser, M. & Seneviratne, S. I. Drivers and mechanisms of the 2021 Pacific Northwest heatwave. Earth’s Future 10, e2022EF002967 (2022).
White, R. H. The unprecedented Pacific Northwest heatwave of June 2021. Nat. Commun. 14, 727 (2023).
Overland, J. E. & Wang, M. The 2020 Siberian heat wave. Int. J. Climatol. 41, 2341–2346 (2021).
Ciavarella, A. et al. Prolonged Siberian heat of 2020 almost impossible without human influence. Clim. Change 166, 9 (2021).
Characteristics and causes of the hot-dry climate anomalies in China during summer of 2022. Trans. Atmos. Sci. 46, 1–8 (2023).
Jiang, J., Liu, Y., Mao, J. & Wu, G. Extreme heatwave over eastern China in summer 2022: the role of three oceans and local soil moisture feedback. Environ. Res. Lett. 18, 044025 (2023).
Yule, E. L., Hegerl, G., Schurer, A. & Hawkins, E. Using early extremes to place the 2022 UK heat waves into historical context. Atmos. Sci. Lett. 24, e1159 (2023).
Barriopedro, D., Fischer, E. M., Luterbacher, J., Trigo, R. & Garcia-Herrera, R. The hot summer of 2010: redrawing the temperature record map of Europe. Science 332, 220–224 (2011).
Miralles, D. G., Teuling, A. J. & Heerwaarden, C. C. V. Mega-heatwave temperatures due to combined soil desiccation and atmospheric heat accumulation. Nat. Geosci. 7, 345–349 (2014).
Fischer, E. M. Climate science: autopsy of two mega-heatwaves. Nat. Geosci. 7, 332–333 (2014).
Bador, M. et al. Future summer mega-heatwave and record-breaking temperatures in a warmer France climate. Environ. Res. Lett. 12, 074025 (2017).
Cadiou, C., Noyelle, R., Malhomme, N. & Faranda, D. Challenges in attributing the 2022 Australian rain bomb to climate change. Asia-Pacific J. Atmos. Sci. 59, 83–94 (2023).
Malik, I., Chuphal, D. S., Vegad, U. & Mishra, V. Was the extreme rainfall that caused the August 2022 flood in Pakistan predictable? Environ. Res. Clim. 2, 041005 (2023).
Ma, Y. et al. Different characteristics and drivers of the extraordinary Pakistan rainfall in July and August 2022. Remote Sens. 15, 2311 (2023).
Nanditha, J. S. et al. The Pakistan flood of August 2022: causes and implications. Earth’s Future 11, e2022EF003230 (2023).
Tradowsky, J. S. et al. Attribution of the heavy rainfall events leading to severe flooding in western Europe during July 2021. Clim. Change 176, 90 (2023).
Robine, J. M. et al. Death toll exceeded 70,000 in Europe during the summer of 2003. Comptes rendus Biol. 331, 171–178 (2008).
Garca-Herrera, R., Daz, J., Trigo, R. M., Luterbacher, J. & Fischer, E. M. A review of the European summer heat wave of 2003. Crit. Rev. Environ. Sci. Technol. 40, 267–306 (2010).
Kirsch, T. D., Wadhwani, C., Sauer, L., Doocy, S. & Catlett, C. Impact of the 2010 Pakistan floods on rural and urban populations at six months. PLoS Curr. 4, e4fdfb212d2432 (2012).
Cassola, F., Iengo, A. & Turato, B. Extreme convective precipitation in Liguria (Italy): a brief description and analysis of the event occurred on October 4, 2021. Bull. Atmos. Sci. Technol. 4, 4 (2023).
Wille, J. D. et al. The extraordinary March 2022 East Antarctica ‘heat’ wave. Part I: observations and meteorological drivers. J. Clim. 37, 757–778 (2024). https://journals.ametsoc.org/view/journals/clim/37/3/JCLI-D-23-0175.1.xml.
Meehl, G. A., Tebaldi, C., Walton, G., Easterling, D. & McDaniel, L. Relative increase of record high maximum temperatures compared to record low minimum temperatures in the U.S. Geophys. Res. Lett. 36, L23701 (2009).
Elguindi, N., Rauscher, S. A. & Giorgi, F. Historical and future changes in maximum and minimum temperature records over Europe. Clim. Change 117, 415–431 (2013).
Bador, M., Terray, L. & Boé, J. Detection of anthropogenic influence on the evolution of record-breaking temperatures over Europe. Clim. Dyn. 46, 2717–2735 (2016).
Sena, E. T., Koren, I., Altaratz, O. & Kostinski, A. B. Record-breaking statistics detect islands of cooling in a sea of warming. Atmos. Chem. Phys. 22, 16111–16122 (2022).
Fischer, E. M., Sippel, S. & Knutti, R. Increasing probability of record-shattering climate extremes. Nat. Clim. Change 11, 689–695 (2021).
Thompson, V. et al. The most at-risk regions in the world for high-impact heatwaves. Nat. Commun. 14, 2152 (2023).
de Vries, I., Sippel, S., Zeder, J., Fischer, E. & Knutti, R. Increasing extreme precipitation variability plays a key role in future record-shattering event probability. Commun. Earth Environ. 5, 482 (2024).
Lehmann, J., Coumou, D. & Frieler, K. Increased record-breaking precipitation events under global warming. Clim. Change 132, 501–515 (2015).
Lehmann, J., Mempel, F. & Coumou, D. Increased occurrence of record-wet and record-dry months reflect changes in mean rainfall. Geophys. Res. Lett. 45, 13–468 (2018).
Bassett, G. W. Breaking recent global temperature records. Clim. Change 21, 303–315 (1992).
Holden, C. Watch out! Here comes the greenhouse. Science 248, 549–549 (1990).
Glick, N. Breaking records and breaking boards. Am. Math. Monthly 85, 2–26 (1978).
Resnick, S. Extreme Values, Regular Variation, and Point Processes (Springer, 1987).
Davison, A. C. & Huser, R. Statistics of extremes. Annu. Rev. Stat. Appl. 2, 203–235 (2015).
Galambos, J. The Asymptotic Theory of Extreme Order Statistics 2nd edn (Krieger, 1987).
Arnold, B. C., Balakrishnan, N. & Nagaraja, H. N. Records (Wiley, 1998).
Benestad, R. E. How often can we expect a record event? Clim. Res. 25, 3–13 (2003).
Benestad, R. E. Record-values, nonstationarity tests and extreme value distributions. Glob. Planet. Change 4, 11–26 (2004).
Wergen, G. & Krug, J. Record-breaking temperatures reveal a warming climate. Europhys. Lett. 92, 30008 (2010).
Rahmstorf, S. & Coumou, D. Increase of extreme events in a warming world. Proc. Natl Acad. Sci. USA 108, 17905–17909 (2011).
Falk, M., Khorrami Chokami, A. & Padoan, S. A. Records for time-dependent stationary Gaussian sequences. J. Appl. Probab. 57, 78–96 (2020).
Naveau, P. et al. Revising return periods for record events in a climate event attribution context. J. Clim. 31, 3411–3422 (2018).
Worms, J. & Naveau, P. Record events attribution in climate studies. Environmetrics 33, e2777 (2022).
Gonzalez, P., Naveau, P., Thao, S. & Worms, J. A statistical method to model non-stationarity in precipitation records changes. Geophys. Res. Lett. 52, e2023GL107201 (2023).
Rodgers, K. B. et al. Ubiquity of human-induced changes in climate variability. Earth Syst. Dyn. 12, 1393–1411 (2021).
Zscheischler, J. & Fischer, E. M. The record-breaking compound hot and dry 2018 growing season in Germany. Weather Clim. Extremes 29, 100270 (2020).
Castruccio, S., Huser, R. & Genton, M. G. High-order composite likelihood inference for max-stable distributions and processes. J. Comput. Graph. Stat. 25, 1212–1229 (2016).
Bador, M., Terray, L. & Boé, J. Emergence of human influence on summer record-breaking temperatures over Europe. Geophys. Res. Lett. 43, 404–412 (2016).
Rohde, R. A. & Hausfather, Z. The Berkeley Earth land/ocean temperature record. Earth Syst. Sci. Data 12, 3469–3479 (2020).
Coumou, D., Robinson, A. & Rahmstorf, S. Global increase in record-breaking monthly-mean temperatures. Clim. Change 118, 771–782 (2013).
Robinson, A., Lehmann, J., Barriopedro, D., Rahmstorf, S. & Coumou, D. Increasing heat and rainfall extremes now far outside the historical climate. npj Clim. Atmos. Sci. 4, 45 (2021).
Wergen, G. & Krug, J. Record-breaking temperatures reveal a warming climate. epl 92, 30008 (2010).
Newman, W. I., Malamud, B. D. & Turcotte, D. L. Statistical properties of record-breaking temperatures. Phys. Rev. E 82, 66111 (2010).
Ruokolainen, L. & Räisänen, J. How soon will climate records of the 20th century be broken according to climate model simulations? Tellus A 61, 476–490 (2009).
Christiansen, B. Changes in temperature records and extremes: are they statistically significant? J. Clim. 26, 7863–7875. http://journals.ametsoc.org/doi/abs/10.1175/JCLI-D-12-00814.1.
Wergen, G., Hense, A. & Krug, J. Record occurrence and record values in daily and monthly temperatures. Clim. Dyn. 42, 1275–1289 (2014).
Holbrook, N. J. et al. Keeping pace with marine heatwaves. Nat. Rev. Earth Environ. 1, 482–493 (2020).
Oliver, E. C. et al. Marine heatwaves. Annu. Rev. Mar. Sci. 13, 313–342 (2021).
Frölicher, T. L., Fischer, E. M. & Gruber, N. Marine heatwaves under global warming. Nature 560, 360–364 (2018).
Pan, Z., Wan, B. & Gao, Z. Asymmetric and heterogeneous frequency of high and low record-breaking temperatures in China as an indication of warming climate becoming more extreme. J. Geophys. Res. Atmospheres 118, 6152–6164 (2013).
Mueller, N. D. et al. Cooling of US Midwest summer temperature extremes from cropland intensification. Nat. Clim. Change 6, 317–322 (2016).
Singh, J., Sippel, S. & Fischer, E. M. Circulation dampened heat extremes intensification over the Midwest USA and amplified over western Europe. Commun. Earth Environ. 4, 432 (2023).
Evolution and distribution of record-breaking high and low monthly mean temperatures. J. Appl. Meteorol. Climatol. 50, 1859–1871 (2011).
Rowe, C. M. & Derry, L. E. Trends in record-breaking temperatures for the conterminous United States. Geophys. Res. Lett. https://doi.org/10.1029/2012GL052775 (2012).
Dramatically increased rate of observed hot record breaking in recent Australian temperatures. Geophys. Res. Lett. 42, 7776–7784 (2015).
Lorenz, R., Stalhandske, Z. & Fischer, E. Detection of a climate change signal in extreme heat, heat stress, and cold in Europe from observations. Geophys. Res. Lett. 46, 8363–8374 (2019).
Rousi, E., Kornhuber, K., Beobide-Arsuaga, G., Luo, F. & Coumou, D. Accelerated western European heatwave trends linked to more-persistent double jets over Eurasia. Nat. Commun. 13, 3851 (2022).
Vautard, R. et al. Heat extremes in western Europe increasing faster than simulated due to atmospheric circulation trends. Nat. Commun. 14, 6803 (2023).
Schumacher, D. L. et al. Exacerbated summer European warming not captured by climate models neglecting long-term aerosol changes. Commun. Earth Environ. 5, 182 (2024).
King, A. D., Oldenborgh, G. J. V., Karoly, D. J., Lewis, S. C. & Cullen, H. Attribution of the record high Central England temperature of 2014 to anthropogenic influences. Environ. Res. Lett. 10, 054002 (2015).
Beniston, M. Ratios of record high to record low temperatures in Europe exhibit sharp increases since 2000 despite a slowdown in the rise of mean temperatures. Clim. Change https://doi.org/10.1007/s10584-015-1325-2 (2015).
Trewin, B. & Vermont, H. Changes in the frequency of record temperatures in Australia, 1957–2009. Aust. Meteorol. Oceanogr. J. 60, 113–119 (2010).
Doblas-Reyes, F. et al. Linking global to regional climate change. In Climate Change 2021: Physical Science Basis. Contribution of Working Group I to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change, 1363–1512 (Cambridge Univ. Press, 2021).
Gross, M. H., Donat, M. G., Alexander, L. V. & Sherwood, S. C. Amplified warming of seasonal cold extremes relative to the mean in the Northern Hemisphere extratropics. Earth Syst. Dyn. 11, 97–111 (2020).
Screen, J. A. Arctic amplification decreases temperature variance in northern mid- to high-latitudes. Nat. Clim. Change 4, 577–582 (2014).
Blackport, R., Fyfe, J. C. & Screen, J. A. Decreasing subseasonal temperature variability in the northern extratropics attributed to human influence. Nat. Geosci. 14, 719–723 (2021).
Seneviratne, S. et al. Weather and climate extreme events in a changing climate. In Climate Change 2021: Physical Science Basis. Contribution of Working Group to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change (2021).
Zorita, E., Stocker, T. & von Storch, H. How unusual is the recent series of warm years? Geophys. Res. Lett. https://doi.org/10.1029/2008GL036228 (2008).
King, A. D. Attributing changing rates of temperature record breaking to anthropogenic influences. Earth’s Future 5, 1156–1168 (2017).
Power, S. B. & Delage, F. P. Setting and smashing extreme temperature records over the coming century. Nat. Clim. Change 9, 529–534 (2019).
Pendergrass, A. G., Knutti, R., Lehner, F., Deser, C. & Sanderson, B. M. Precipitation variability increases in a warmer climate. Sci. Rep. 7, 17966 (2017).
Matte, D. et al. On the potentials and limitations of attributing a small-scale climate event. Geophys. Res. Lett. 49, e2022GL099481 (2022).
Golding, B., Clark, P. & May, B. The Boscastle flood: meteorological analysis of the conditions leading to flooding on 16 August 2004. Weather 60, 230–235 (2005).
Wu, P. et al. A case study of the July 2021 Henan extreme rainfall event: from weather forecast to climate risks. Weather Clim. Extremes 40, 100571 (2023).
Kendon, M. & McCarthy, M. The United Kingdom’s wettest day on record — so far — 3 October 2020. Weather 76, 316–319 (2021).
Hohenegger, C., Walser, A., Langhans, W. & Schär, C. Cloud-resolving ensemble simulations of the August 2005 Alpine flood. Q. J. R. Meteorol. Soc. 134, 889–904 (2008).
Kendon, E. J., Blenkinsop, S. & Fowler, H. J. When will we detect changes in short-duration precipitation extremes? J. Clim. 31, 2945–2964 (2018).
Contractor, S. et al. Rainfall estimates on a gridded network (REGEN) — a global land-based gridded dataset of daily precipitation from 1950 to 2016. Hydrol. Earth Syst. Sci. 24, 919–943 (2020).
Büntgen, U. et al. Recent European drought extremes beyond common era background variability. Nat. Geosci. 14, 190–196 (2021).
Williams, A. P., Cook, B. I. & Smerdon, J. E. Rapid intensification of the emerging southwestern North American megadrought in 2020–2021. Nat. Clim. Change 12, 232–234 (2022).
Brunner, M. I., Liechti, K. & Zappa, M. Extremeness of recent drought events in Switzerland: dependence on variable and return period choice. Nat. Hazards Earth Syst. Sci. 19, 2311–2323 (2019).
Ionita, M., Dima, M., Nagavciuc, V., Scholz, P. & Lohmann, G. Past megadroughts in Central Europe were longer, more severe and less warm than modern droughts. Commun. Earth Environ. 2, 61 (2021).
Marvel, K. et al. Twentieth-century hydroclimate changes consistent with human influence. Nature 569, 59–65 (2019).
Bonfils, C. J. et al. Human influence on joint changes in temperature, rainfall and continental aridity. Nat. Clim. Change 10, 726–731 (2020).
Zhang, W. et al. Increasing precipitation variability on daily-to-multiyear time scales in a warmer world. Sci. Adv. 7, eabf8021 (2021).
Benestad, R. E., Lussana, C. & Dobler, A. A link between the global surface area receiving daily precipitation, wet-day frequency and probability of extreme rainfall. Discov. Water 4, 10 (2024).
Douville, H. et al. Water cycle changes. In Climate Change 2021: The Physical Science Basis. Contribution of Working Group I to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change, 1055–1210 (Cambridge Univ. Press, 2021).
Bador, M. & Alexander, L. V. Future seasonal changes in extreme precipitation scale with changes in the mean. Earth’s Future 10, e2022EF002979 (2022).
Pfahl, S., O’Gorman, P. & Fischer, E. Understanding the regional pattern of projected future changes in extreme precipitation. Nat. Clim. Change 7, 423–427 (2017).
Kendon, E. J., Fischer, E. M. & Short, C. J. Variability conceals emerging trend in 100yr projections of UK local hourly rainfall extremes. Nat. Commun. 14, 1133 (2023).
Fischer, E. M., Beyerle, U. & Knutti, R. Robust spatially aggregated projections of climate extremes. Nat. Clim. Change 3, 1033–1038 (2013).
Aalbers, E. E., Lenderink, G., van Meijgaard, E. & van den Hurk, B. J. Local-scale changes in mean and heavy precipitation in western Europe, climate change or internal variability? Clim. Dyn. 50, 4745–4766 (2018).
Hawkins, E. & Sutton, R. The potential to narrow uncertainty in projections of regional precipitation change. Clim. Dyn. 37, 407–418 (2010).
Scherrer, S. C., Gubler, S., Wehrli, K., Fischer, A. M. & Kotlarski, S. The Swiss Alpine zero degree line: methods, past evolution and sensitivities. Int. J. Climatol. 41, 6785–6804 (2021).
Otosaka, I. N. et al. Mass balance of the Greenland and Antarctic ice sheets from 1992 to 2020. Earth Syst. Sci. Data 15, 1597–1616 (2023).
Mass balance of the Greenland ice sheet from 1992 to 2018. Nature 579, 233–239 (2020).
Trusel, L. D. et al. Nonlinear rise in Greenland runoff in response to post-industrial Arctic warming. Nature 564, 104–108 (2018).
Mankoff, K. D. et al. Greenland ice sheet mass balance from 1840 through next week. Earth Syst. Sci. Data Discuss. 2021, 1–37 (2021).
Fettweis, X. et al. Estimating the Greenland ice sheet surface mass balance contribution to future sea level rise using the regional atmospheric climate model MAR. Cryosphere 7, 469–489 (2013).
Mottram, R. et al. What is the surface mass balance of Antarctica? An intercomparison of regional climate model estimates. Cryosphere 15, 3751–3784 (2021).
Noël, B. et al. Higher Antarctic ice sheet accumulation and surface melt rates revealed at 2 km resolution. Nat. Commun. 14, 7949 (2023).
Vargo, L. J. et al. Anthropogenic warming forces extreme annual glacier mass loss. Nat. Clim. Change 10, 856–861 (2020).
Hugonnet, R. et al. Accelerated global glacier mass loss in the early twenty-first century. Nature 592, 726–731 (2021).
Voordendag, A., Prinz, R., Schuster, L. & Kaser, G. Brief communication: the glacier loss day as an indicator of a record-breaking negative glacier mass balance in 2022. Cryosphere 17, 3661–3665 (2023).
Huss, M. The Alps’ iconic glaciers are melting, but there’s still time to save the biggest. Bull. At. Scientists 80, 225–229 (2024).
Parkinson, C. L. & DiGirolamo, N. E. Sea ice extents continue to set new records: Arctic, Antarctic, and global results. Remote Sens. Environ. 267, 112753 (2021).
Zhang, J., Lindsay, R., Schweiger, A. & Steele, M. The impact of an intense summer cyclone on 2012 Arctic sea ice retreat. Geophys. Res. Lett. 40, 720–726 (2013).
Stroeve, J. et al. Arctic sea ice extent plummets in 2007. EOS 89, 13–14 (2008).
Schweiger, A. J., Zhang, J., Lindsay, R. W. & Steele, M. Did unusually sunny skies help drive the record sea ice minimum of 2007? Geophys. Res. Lett. https://doi.org/10.1029/2008GL033463 (2008).
Kauker, F. et al. Adjoint analysis of the 2007 all time Arctic sea-ice minimum. Geophys. Res. Lett. https://doi.org/10.1029/2008GL036323 (2009).
Perovich, D. K., Richeter-Menge, J. A., Jones, K. F. & Light, B. Sunlight, water, and ice: extreme Arctic sea ice melt during the summer of 2007. Geophys. Res. Lett. https://doi.org/10.1029/2008GL034007 (2008).
Kay, J. E. & Gettelman, A. Cloud influence on and response to seasonal Arctic sea ice loss. J. Geophys. Res. Atmos. https://doi.org/10.1029/2009JD011773 (2009).
Parkinson, C. L. & DiGirolamo, N. E. New visualizations highlight new information on the contrasting Arctic and Antarctic sea-ice trends since the late 1970s. Remote Sens. Environ. 183, 198–204 (2016).
Fox-Kemper, B. et al. Ocean, cryosphere, and sea level change. In Climate Change 2021: Physical Science Basis. Contribution of Working Group I to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change, 1211–1361 (Cambridge Univ. Press, 2021).
Zhang, C. & Li, S. Causes of the record-low Antarctic sea-ice in austral summer 2022. Atmos. Ocean. Sci. Lett. 16, 100353 (2023).
Wang, J. et al. An unprecedented record low Antarctic sea-ice extent during austral summer 2022. Adv. Atmos. Sci. 39, 1591–1597 (2022).
Liu, J., Zhu, Z. & Chen, D. Lowest Antarctic sea ice record broken for the second year in a row. Ocean Land Atmos. Res. 2, 0007 (2023).
Purich, A. & Doddridge, E. W. Record low Antarctic sea ice coverage indicates a new sea ice state. Commun. Earth Environ. 4, 314 (2023).
Cheng, L. et al. Another year of record heat for the oceans. Adv. Atmos. Sci. 40, 963–974 (2023).
Church, J. A. & White, N. J. Sea-level rise from the late 19th to the early 21st century. Surv. Geophys. 32, 585–602 (2011).
Frederikse, T. et al. The causes of sea-level rise since 1900. Nature 584, 393–397 (2020).
Taherkhani, M. et al. Sea-level rise exponentially increases coastal flood frequency. Sci. Rep. 10, 6466 (2020).
Finucane, M. L., Acosta, J., Wicker, A. & Whipkey, K. Short-term solutions to a long-term challenge: rethinking disaster recovery planning to reduce vulnerabilities and inequities. Int. J. Environ. Res. Public Health 17, 482 (2020).
O’Neill, B. C. et al. Key risks across sectors and regions. In Climate Change 2022: Impacts, Adaptation and Vulnerability. Contribution of Working Group II to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change, 2411–2538 (Cambridge Univ. Press, 2022).
Kirchhoff, C. J. & Watson, P. L. Are wastewater systems adapting to climate change? J. Am. Water Resour. Assoc. 55, 869–880 (2019).
Li, B. et al. Future global population exposure to record-breaking climate extremes. Earth’s Future 11, e2023EF003786 (2023).
Zeder, J., Sippel, S., Pasche, O. C., Engelke, S. & Fischer, E. M. The effect of a short observational record on the statistics of temperature extremes. Geophys. Res. Lett. 50, e2023GL104090 (2023).
Schaller, N. et al. The role of spatial and temporal model resolution in a flood event storyline approach in western Norway. Weather Clim. Extremes 29, 100259 (2020).
Ragone, F. & Bouchet, F. Rare event algorithm study of extreme warm summers and heatwaves over europe. Geophys. Res. Lett. 48, e2020GL091197 (2021).
Fischer, E. M. et al. Storylines for unprecedented heatwaves based on ensemble boosting. Nat. Commun. 14, 4643 (2023).
Yiou, P. & Jezequel, A. Simulation of extreme heat waves with empirical importance sampling. Geosci. Model Dev. 13, 763–781 (2020).
Kelder, T. et al. An open workflow to gain insights about low-likelihood high-impact weather events from initialized predictions. Meteorol. Appl. 29, e2065 (2022).
Cadiou, C. & Yiou, P. Simulating record-shattering cold winters of the beginning of the 21st century in France. EGUsphere 2024, 1–21 (2024).
Sippel, S. et al. Could an extremely cold central European winter such as 1963 happen again despite climate change? Weather Clim. Dyn. 5, 943–957 (2024).
Thompson, V. et al. High risk of unprecedented UK rainfall in the current climate. Nat. Commun. 8, 107 (2017).
Thompson, V. et al. Risk and dynamics of unprecedented hot months in South East China. Clim. Dyn. 52, 2585–2596 (2019).
Kelder, T. et al. Using unseen trends to detect decadal changes in 100-year precipitation extremes. npj Clim. Atmos. Sci. 3, 47 (2020).
Ragone, F., Wouters, J. & Bouchet, F. Computation of extreme heat waves in climate models using a large deviation algorithm. Proc. Natl Acad. Sci. USA 115, 24–29 (2018).
Gessner, C., Fischer, E. M., Beyerle, U. & Knutti, R. Very rare heat extremes: quantifying and understanding using ensemble reinitialization. J. Clim. 34, 6619–6634 (2021).
Goulart, H. M. et al. Compound flood impacts from Hurricane Sandy on New York City in climate-driven storylines. Nat. Hazards Earth Syst. Sci. 24, 29–45 (2024).
Heinze-Deml, C., Sippel, S., Pendergrass, A. G., Lehner, F. & Meinshausen, N. Latent Linear Adjustment Autoencoders v1.0: a novel method for estimating and emulating dynamic precipitation at high resolution. Geosci. Model Dev. Discuss. 2020, 1–39 (2020).
Huser, R. & Wadsworth, J. L. Advances in statistical modeling of spatial extremes. Wiley Interdiscip. Rev. Comput. Stat. 14, e1537 (2022).
Huser, R., Opitz, T. & Wadsworth, J. L. Modeling of spatial extremes in environmental data science: time to move away from max-stable processes. Environ. Data Sci. 4, 1–16 (2025).
Zhong, P., Huser, R. & Opitz, T. Modeling nonstationary temperature maxima based on extremal dependence changing with event magnitude. Ann. Appl. Stat. 16, 272–299 (2022).
Zhong, P., Brunner, M., Opitz, T. & Huser, R. Spatial modeling and future projection of extreme precipitation extents. J. Am. Statist. Assoc. 120, 80–95 (2024).
Kelder, T. et al. How to stop being surprised by unprecedented weather. Nat. Commun. 16, 2382 (2025).
Hersbach, H. et al. The ERA5 global reanalysis. Q. J. R. Meteorol. Soc. 146, 1999–2049 (2020).
Fetterer, F., Knowles, K., Meier, W., Savoie, M. & Windnagel, A. Sea ice index, version 3. National Snow and Ice Data Center (2017).
Acknowledgements
E.M.F. and S.S. gratefully acknowledge funding from the EU Horizon 2020 Project XAIDA (grant agreement 101003469). M.B. and this project have received funding from the European Union’s Horizon 2020 research and innovation programme under the Marie Sklodowska-Curie Grant agreement No. 101027577. R.H. was supported by the King Abdullah University of Science and Technology (KAUST) Office of Sponsored Research (OSR) under Award No. OSR-CRG2020-4394 and by his baseline research funds. E.J.K. was supported by the Met Office Hadley Centre Climate Programme funded by DSIT. S.S. acknowledges the climXtreme project funded by the German Federal Ministry of Education and Research (Phase 2, project PATTETA, Grant No. 01LP2323C) and the project ‘Artificial intelligence for enhanced representation of processes and extremes in Earth system models’ (AI4PEX; Grant agreement No. 101137682, funded by the EU’s Horizon Europe programme). A.R. received funding from the European Union (ERC, FORCLIMA, 101044247).
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Competing interests
The authors declare no competing interests.
Additional information
Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary information
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Fischer, E.M., Bador, M., Huser, R. et al. Record-breaking extremes in a warming climate. Nat Rev Earth Environ 6, 456–470 (2025). https://doi.org/10.1038/s43017-025-00681-y
Accepted:
Published:
Version of record:
Issue date:
DOI: https://doi.org/10.1038/s43017-025-00681-y
This article is cited by
-
Precipitation disaster hotspots depend on historical climate variability
Nature Communications (2025)
-
Doomsday Clocks in the Anthropocene Era: Understanding Existential Risks To Humanity
Anthropocene Science (2025)


