Disentangling the anthropogenic climate change influence on recent hydroclimate whiplash events via multiple nudged model simulations
Abstract Hydroclimate whiplash describes swings between extremely dry and wet conditions. The magnitude and physical drivers of changes in observed whiplash events under global warming remain poorly understood. Here we quantify thermodynamically-driven changes in whiplash intensity for nine high-impact events using the Standardised Precipitation Evapotranspiration Index and a unique multi-model ensemble of wind-nudged storyline simulations. Anthropogenic climate change accounts for 9% (range across events: −2 to 72%) of the observed whiplash intensity on a weighted average across events, with positive contributions for nearly all events according to the multi-model mean, and all models agreeing on the positive contribution for about two-thirds of the events. This climate change contribution is predominantly driven by a non-linear increase in potential evapotranspiration, which strengthens drying more during the dry than the wet phase. Model uncertainty on the magnitude of the climate change contribution is substantial, with an inter-model spread of 13% on average across the events. These results highlight a climate change imprint on observed whiplash events and the need for multiple nudged datasets to robustly attribute complex events.
Authors
- Niklas Merz (ORCID: https://orcid.org/0000-0002-4134-5086)
- Frauke Feser (ORCID: https://orcid.org/0000-0002-0252-468X)
- Emanuele Bevacqua (ORCID: https://orcid.org/0000-0003-0472-5183)
- Sebastian Sippel (ORCID: https://orcid.org/0000-0002-4510-4458)
- Helge Goessling (ORCID: https://orcid.org/0000-0001-9018-1383)
- Amal John (ORCID: https://orcid.org/0000-0002-4245-7936)
- Jakob Zscheischler A (ORCID: https://orcid.org/0000-0001-6045-1629)
- Antonio Sánchez-Benítez (ORCID: https://orcid.org/0000-0002-2505-6014)
- István Dunkl
Institutions
- Alfred-Wegener-Institut Helmholtz-Zentrum für Polar- und Meeresforschung (DE)
- Helmholtz Centre for Environmental Research (DE)
- Helmholtz-Zentrum Hereon (DE)
- Technische Universität Dresden (DE)
- Leipzig University (DE)
Publication Details
- Journal
- npj Climate and Atmospheric Science
- Published
- 2026-10-28
- DOI
- https://doi.org/10.1038/s41612-026-01578-3
- Primary Topic
- Climate variability and models
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Deutsche Bundesstiftung Umwelt
- Deutsches Klimarechenzentrum
- European Commission
- Deutsche Forschungsgemeinschaft
- Helmholtz-Zentrum für Umweltforschung
- Sächsisches Staatsministerium für Wissenschaft und Kunst
- Universität Leipzig
- European Organization for the Exploitation of Meteorological Satellites