Edge States in the Climate System: Exploring Global Instabilities and Critical Transitions
arXiv:1605.03855 · doi:10.1088/1361-6544/aa6b11
Abstract
Multistability is a ubiquitous feature in systems of geophysical relevance and provides key challenges for our ability to predict a system's response to perturbations. Near critical transitions small causes can lead to large effects and - for all practical purposes - irreversible changes in the properties of the system. The Earth climate is multistable: present astronomical and astrophysical conditions support two stable regimes, the warm climate we live in, and a snowball climate, characterized by global glaciation. We first provide an overview of methods and ideas relevant for studying the climate response to forcings and focus on the properties of critical transitions. Following an idea developed by Eckhardt and co. for the investigation of multistable turbulent flows, we study the global instability giving rise to the snowball/warm multistability in the climate system by identifying the climatic edge state, a saddle embedded in the boundary between the two basins of attraction of the stable climates. The edge state attracts initial conditions belonging to such a boundary and is the gate facilitating noise-induced transitions between competing attractors. We use a simplified yet Earth-like climate model constructed by coupling a primitive equations model of the atmosphere with a simple diffusive ocean. We refer to the climatic edge states as Melancholia states. We study their dynamics, their symmetry properties, and we follow a complex set of bifurcations. We find situations where the Melancholia state has chaotic dynamics. In these cases, the basin boundary between the two basins of attraction is a strange geometric set with a nearly zero codimension, and relate this feature to the time scale separation between instabilities occurring on weather and climatic time scales. We also discover a new stable climatic state characterized by non-trivial symmetry properties.
arXiv comment43 pages; 15 figures. Revised version with additional figures, extended discussion, and new results on the boundary between the basins of attraction
References in corpus (39)
- The large deviation approach to statistical mechanics
- Dynamical ensembles in stationary states
- Chimera states: Coexistence of coherence and incoherence in networks of coupled oscillators
- Fluctuation-Dissipation: Response Theory in Statistical Physics
- Tipping points in open systems: bifurcation, noise-induced and rate-dependent examples in the climate system
- A mathematical framework for critical transitions: bifurcations, fast-slow systems and stochastic dynamics
- Smooth dynamics and new theoretical ideas in nonequilibrium statistical mechanics
- Characterizing dynamics with covariant Lyapunov vectors
- A review of linear response theory for general differentiable dynamical systems
- Anomalous jumping in a double-well potential
- Forward and Adjoint Sensitivity Computation of Chaotic Dynamical Systems
- Energetics of PCMDI/CMIP3 Climate Models: Energy Budget and Meridional Enthalpy Transport
- Laminar-turbulent boundary in plane Couette flow
- Mathematical and Physical Ideas for Climate Science
- A new framework for climate sensitivity and prediction: a modelling perspective
- A Statistical Mechanical Approach for the Computation of the Climatic Response to General Forcings
- The instanton method and its numerical implementation in fluid mechanics
- Nonequilibrium and irreversibility
- Bistability of the climate around the habitable zone: a thermodynamic investigation
- Predicting Climate Change using Response Theory: Global Averages and Spatial Patterns
- Universal behavior of extreme value statistics for selected observables of dynamical systems
- Multi-level Dynamical Systems: Connecting the Ruelle Response Theory and the Mori-Zwanzig Approach
- Thermodynamic Analysis of Snowball Earth Hysteresis Experiment: Efficiency, Entropy Production, and Irreversibility
- Thermodynamic Efficiency and Entropy Production in the Climate System
- An early warning indicator for atmospheric blocking events using transfer operators
- Fluctuations, Response, and Resonances in a Simple Atmospheric Model
- Disentangling multi-level systems: averaging, correlations and memory
- Response Theory for Equilibrium and Non-Equilibrium Statistical Mechanics: Causality and Generalized Kramers-Kronig relations
- Evidence of dispersion relations for the nonlinear response of the Lorenz 63 system
- Basin boundary, edge of chaos, and edge state in a two-dimensional model
- Global instability in the Ghil-Sellers model
- Beyond the linear Fluctuation-Dissipation Theorem: the Role of Causality
- Langevin dynamics, large deviations and instantons for the quasi-geostrophic model and two-dimensional Euler equations
- Habitability and Multistability in Earth-like Planets
- Vortex-density fluctuations, energy spectra and vortical regions in superfluid turbulence
- Computation of rare transitions in the barotropic quasi-geostrophic equations
- On using Extreme Values to detect global stability thresholds in multi-stable systems: The case of transitional plane Couette flow
- Linear and fractional response for the SRB measure of smooth hyperbolic attractors and discontinuous observables
- Destabilization of the thermohaline circulation by transient perturbations to the hydrological cycle
Cited by in corpus (33)
- The Physics of Climate Variability and Climate Change
- Transitions across Melancholia States in a Climate Model: Reconciling the Deterministic and Stochastic Points of View
- Crisis of the Chaotic Attractor of a Climate Model: A Transfer Operator Approach
- Dynamical Landscape and Multistability of a Climate Model
- Global Stability Properties of the Climate: Melancholia States, Invariant Measures, and Phase Transitions
- Applications of large deviation theory in geophysical fluid dynamics and climate science
- Attractors and bifurcation diagrams in complex climate models
- Co-existing climate attractors in a coupled aquaplanet
- The tipping times in an Arctic sea ice system under influence of extreme events
- Resonances in a Chaotic Attractor Crisis of the Lorenz Flow
- Robustness of competing climatic states
- Stochastic Resonance for Non-Equilibrium Systems
- Multistability and rare spontaneous transitions in barotropic -plane turbulence
- Response Theory and Phase Transitions for the Thermodynamic Limit of Interacting Identical Systems
- Lévy-noise versus Gaussian-noise-induced Transitions in the Ghil-Sellers Energy Balance Model
- Finite-time Lyapunov exponents of deep neural networks
- Limits to predictability of the asymptotic state of the Atlantic Meridional Overturning Circulation in a conceptual climate model
- The edge as a Lagrangian Coherent Structure in a high-dimensional state space
- A Punctuated Equilibrium Analysis of the Climate Evolution of Cenozoic exhibits a Hierarchy of Abrupt Transitions
- Saddle avoidance of noise-induced transitions in multiscale systems
- Extratropical low-frequency variability with ENSO forcing: A reduced-order coupled model study
- Analysis of a bistable climate toy model with physics-based machine learning methods
- Tipping induced by multiplexing on two layer networks
- Melancholia States of the Atlantic Meridional Overturning Circulation
- Rough basin boundaries in high dimension: Can we classify them experimentally?
- Reduction Methods in Climate Dynamics -- A Brief Review
- Analysis of a two-layer energy balance model: long time behaviour and greenhouse effect
- Simplified Two-Dimensional Model for Global Atmospheric Dynamics
- Does rare, noise-induced, bypass transition in plane Couette flow bypass instantons ?
- An efficient algorithm to estimate the potential barrier height from noise-induced escape time data
- Introduction to the Special Issue on the Statistical Mechanics of Climate
- Computing Resilience Measures in Dynamical Systems
- Fractals in rate-induced tipping