Weather Jiu-Jitsu: Prospects for Atmospheric Nudging to Defuse the Impact of Catastrophic Weather Extremes

Read full text
Authors: Qin Huang, Moyan Liu, Upmanu Lall
Cited by: 1

Abstract

Extreme weather events, e.g., droughts, floods, heatwaves, freezes, increasingly challenge physical, financial, and social infrastructure as population and economic growth increase exposure and vulnerability. We propose supplementing conventional disaster risk management strategies with Weather Jiu-Jitsu, an approach that leverages the chaotic dynamics of weather systems to redirect or dissipate destructive trajectories through targeted, low-energy perturbations. Coupled with deep learning models, this framework could serve as a form of nature-assisted global infrastructure to reduce catastrophic climate-extreme impacts in the 21st century. We demonstrate the potential of this strategy through successful perturbation experiments applied to tropical cyclones, atmospheric rivers, freezes, and other high-impact events.

Fields of Study & Subjects

Tropical and Extratropical Cyclones Research Infrastructure Resilience and Vulnerability Analysis Flood Risk Assessment and Management

Publication details

Publisher
Copernicus GmbH
Publication date
14 March 2026