Literature DB >> 27573821

Simple stochastic model for El Niño with westerly wind bursts.

Sulian Thual1, Andrew J Majda2, Nan Chen2, Samuel N Stechmann3.   

Abstract

Atmospheric wind bursts in the tropics play a key role in the dynamics of the El Niño Southern Oscillation (ENSO). A simple modeling framework is proposed that summarizes this relationship and captures major features of the observational record while remaining physically consistent and amenable to detailed analysis. Within this simple framework, wind burst activity evolves according to a stochastic two-state Markov switching-diffusion process that depends on the strength of the western Pacific warm pool, and is coupled to simple ocean-atmosphere processes that are otherwise deterministic, stable, and linear. A simple model with this parameterization and no additional nonlinearities reproduces a realistic ENSO cycle with intermittent El Niño and La Niña events of varying intensity and strength as well as realistic buildup and shutdown of wind burst activity in the western Pacific. The wind burst activity has a direct causal effect on the ENSO variability: in particular, it intermittently triggers regular El Niño or La Niña events, super El Niño events, or no events at all, which enables the model to capture observed ENSO statistics such as the probability density function and power spectrum of eastern Pacific sea surface temperatures. The present framework provides further theoretical and practical insight on the relationship between wind burst activity and the ENSO.

Keywords:  state-dependent noise; tropical atmospheric wind bursts; two-state stochastic jump process

Year:  2016        PMID: 27573821      PMCID: PMC5027414          DOI: 10.1073/pnas.1612002113

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   11.205


  3 in total

1.  Exceptionally strong easterly wind burst stalling El Niño of 2014.

Authors:  Shineng Hu; Alexey V Fedorov
Journal:  Proc Natl Acad Sci U S A       Date:  2016-02-08       Impact factor: 11.205

2.  The skeleton of tropical intraseasonal oscillations.

Authors:  Andrew J Majda; Samuel N Stechmann
Journal:  Proc Natl Acad Sci U S A       Date:  2009-05-07       Impact factor: 11.205

3.  Stochastic theories for the irregularity of ENSO.

Authors:  Richard Kleeman
Journal:  Philos Trans A Math Phys Eng Sci       Date:  2008-07-28       Impact factor: 4.226

  3 in total
  4 in total

1.  Conditional Gaussian Systems for Multiscale Nonlinear Stochastic Systems: Prediction, State Estimation and Uncertainty Quantification.

Authors:  Nan Chen; Andrew J Majda
Journal:  Entropy (Basel)       Date:  2018-07-04       Impact factor: 2.524

2.  Simple stochastic dynamical models capturing the statistical diversity of El Niño Southern Oscillation.

Authors:  Nan Chen; Andrew J Majda
Journal:  Proc Natl Acad Sci U S A       Date:  2017-01-30       Impact factor: 11.205

3.  Simple dynamical models capturing the key features of the Central Pacific El Niño.

Authors:  Nan Chen; Andrew J Majda
Journal:  Proc Natl Acad Sci U S A       Date:  2016-10-03       Impact factor: 11.205

4.  A variational approach to probing extreme events in turbulent dynamical systems.

Authors:  Mohammad Farazmand; Themistoklis P Sapsis
Journal:  Sci Adv       Date:  2017-09-22       Impact factor: 14.136

  4 in total

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