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Heatwave attribution based on reliable operational weather forecasts

Author

Listed:
  • Nicholas J. Leach

    (University of Oxford
    Climate X Ltd.)

  • Christopher D. Roberts

    (European Centre for Medium-Range Weather Forecasts)

  • Matthias Aengenheyster

    (University of Oxford
    European Centre for Medium-Range Weather Forecasts)

  • Daniel Heathcote

    (University of Oxford
    University of Bristol)

  • Dann M. Mitchell

    (University of Bristol)

  • Vikki Thompson

    (University of Bristol
    Royal Netherlands Meteorological Institute (KNMI))

  • Tim Palmer

    (University of Oxford)

  • Antje Weisheimer

    (University of Oxford
    European Centre for Medium-Range Weather Forecasts
    University of Oxford)

  • Myles R. Allen

    (University of Oxford
    University of Oxford)

Abstract

The 2021 Pacific Northwest heatwave was so extreme as to challenge conventional statistical and climate-model-based approaches to extreme weather attribution. However, state-of-the-art operational weather prediction systems are demonstrably able to simulate the detailed physics of the heatwave. Here, we leverage these systems to show that human influence on the climate made this event at least 8 [2–50] times more likely. At the current rate of global warming, the likelihood of such an event is doubling every 20 [10–50] years. Given the multi-decade lower-bound return-time implied by the length of the historical record, this rate of change in likelihood is highly relevant for decision makers. Further, forecast-based attribution can synthesise the conditional event-specific storyline and unconditional event-class probabilistic approaches to attribution. If developed as a routine service in forecasting centres, it could provide reliable estimates of human influence on extreme weather risk, which is critical to supporting effective adaptation planning.

Suggested Citation

  • Nicholas J. Leach & Christopher D. Roberts & Matthias Aengenheyster & Daniel Heathcote & Dann M. Mitchell & Vikki Thompson & Tim Palmer & Antje Weisheimer & Myles R. Allen, 2024. "Heatwave attribution based on reliable operational weather forecasts," Nature Communications, Nature, vol. 15(1), pages 1-11, December.
    • Handle: RePEc:nat:natcom:v:15:y:2024:i:1:d:10.1038_s41467-024-48280-7
    DOI: 10.1038/s41467-024-48280-7
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    References listed on IDEAS

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    1. Anna Maria Barlow & Chris Sherlock & Jonathan Tawn, 2020. "Inference for extreme values under threshold‐based stopping rules," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 69(4), pages 765-789, August.
    2. Theodore G. Shepherd & Emily Boyd & Raphael A. Calel & Sandra C. Chapman & Suraje Dessai & Ioana M. Dima-West & Hayley J. Fowler & Rachel James & Douglas Maraun & Olivia Martius & Catherine A. Senior , 2018. "Storylines: an alternative approach to representing uncertainty in physical aspects of climate change," Climatic Change, Springer, vol. 151(3), pages 555-571, December.
    3. Tanya Fiedler & Andy J. Pitman & Kate Mackenzie & Nick Wood & Christian Jakob & Sarah E. Perkins-Kirkpatrick, 2021. "Business risk and the emergence of climate analytics," Nature Climate Change, Nature, vol. 11(2), pages 87-94, February.
    4. W. Hazeleger & B. J. J. M. van den Hurk & E. Min & G. J. van Oldenborgh & A. C. Petersen & D. A. Stainforth & E. Vasileiadou & L. A. Smith, 2015. "Erratum: Tales of future weather," Nature Climate Change, Nature, vol. 5(3), pages 280-280, March.
    5. W. Hazeleger & B.J.J.M. van den Hurk & E. Min & G.J. van Oldenborgh & A.C. Petersen & D.A. Stainforth & E. Vasileiadou & L.A. Smith, 2015. "Tales of future weather," Nature Climate Change, Nature, vol. 5(2), pages 107-113, February.
    6. Vikki Thompson & Dann Mitchell & Gabriele C. Hegerl & Matthew Collins & Nicholas J. Leach & Julia M. Slingo, 2023. "The most at-risk regions in the world for high-impact heatwaves," Nature Communications, Nature, vol. 14(1), pages 1-8, December.
    7. Myles R. Allen & William J. Ingram, 2002. "Constraints on future changes in climate and the hydrologic cycle," Nature, Nature, vol. 419(6903), pages 224-232, September.
    8. Dann Mitchell, 2021. "Climate attribution of heat mortality," Nature Climate Change, Nature, vol. 11(6), pages 467-468, June.
    9. Vikki Thompson & Nick J. Dunstone & Adam A. Scaife & Doug M. Smith & Julia M. Slingo & Simon Brown & Stephen E. Belcher, 2017. "High risk of unprecedented UK rainfall in the current climate," Nature Communications, Nature, vol. 8(1), pages 1-6, December.
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