Fingerprinting Heatwaves and Cold Spells and Assessing Their Response to Climate Change using Large Deviation Theory
arXiv:2010.08272 · doi:10.1103/PhysRevLett.127.058701
Abstract
Extreme events provide relevant insights into the dynamics of climate and their understanding is key for mitigating the impact of climate variability and climate change. By applying large deviation theory to a state-of-the-art Earth system model, we define the climatology of persistent heatwaves and cold spells in key target geographical regions by estimating the rate functions for the surface temperature, and we assess the impact of increasing CO concentration on such persistent anomalies. Hence, we can better quantify the increasing hazard {\color{black}due} to heatwaves in a warmer climate. We show that two 2010 high impact events - summer Russian heatwave and winter Dzud in Mongolia - are associated with atmospheric patterns that are exceptional compared to the typical ones, but typical compared to the climatology of extremes. Their dynamics is encoded in the natural variability of the climate. Finally, we propose and test an approximate formula for the return times of large and persistent temperature fluctuations from easily accessible statistical properties.
References in corpus (12)
- The large deviation approach to statistical mechanics
- The Physics of Climate Variability and Climate Change
- Dragon-kings: mechanisms, statistical methods and empirical evidence
- Computation of extreme heat waves in climate models using a large deviation algorithm
- Mathematical and Physical Ideas for Climate Science
- Numerical computation of rare events via large deviation theory
- Predicting Climate Change using Response Theory: Global Averages and Spatial Patterns
- A rare event algorithm links transitions in turbulent flows with activated nucleations
- Rare event algorithm study of extreme warm summers and heat waves over Europe
- Experimental Evidence of Hydrodynamic Instantons: The Universal Route to Rogue Waves
- Applications of large deviation theory in geophysical fluid dynamics and climate science
- A Large Deviation Theory-based Analysis of Heat Waves and Cold Spells in a Simplified Model of the General Circulation of the Atmosphere
Cited by in corpus (15)
- Deep Learning-based Extreme Heatwave Forecast
- Typicality of the 2021 Western North America Summer Heatwave
- Applications of large deviation theory in geophysical fluid dynamics and climate science
- Large deviations in chaotic systems: exact results and dynamical phase transition
- Meridional energy transport extremes and the general circulation of Northern Hemisphere mid-latitudes: dominant weather regimes and preferred zonal wavenumbers
- Modelling the effect of aerosol and greenhouse gas forcing on the South and East Asian monsoons with an intermediate complexity climate model
- Saddle avoidance of noise-induced transitions in multiscale systems
- Agnostic detection of large-scale weather patterns in the northern hemisphere: from blockings to teleconnections
- Robust intra-model teleconnection patterns for extreme heatwaves
- Reduction Methods in Climate Dynamics -- A Brief Review
- Lagrangian stochastic integrals of motion in isotropic random flows
- The Typicality of Regimes Associated with Northern Hemisphere Heatwaves
- Data-driven analysis of annual rain distributions
- Remarkable similarities in distributions of dynamical observables in chaotic systems
- Making rare events typical in -dimensional chaotic maps