Literature DB >> 17780809

El nino: a chaotic dynamical system?

G K Vallis.   

Abstract

Most of the principal qualitative features of the El Niño-Southern Oscillation phenomenon can be explained by a simple but physically motivated theory. These features are the occurrence of sea-surface warmings in the eastern equatorial Pacific and the associated trade wind reversal; the aperiodicity of these events; the preferred onset time with respect to the seasonal cycle; and the much weaker events in the Atlantic and Indian oceans. The theory, in its simplest form, is a conceptual model for the interaction of just three variables, namely near-surface temperatures in the east and west equatorial ocean and a wind-driven current advecting the temperature field. For a large range of parameters, the model is naturally chaotic and aperiodically produces El Niño-like events. For a smaller basin, representing a smaller ocean, the events are proportionally less intense.

Year:  1986        PMID: 17780809     DOI: 10.1126/science.232.4747.243

Source DB:  PubMed          Journal:  Science        ISSN: 0036-8075            Impact factor:   47.728


  1 in total

1.  Prediction of chaotic time series using recurrent neural networks and reservoir computing techniques: A comparative study.

Authors:  Shahrokh Shahi; Flavio H Fenton; Elizabeth M Cherry
Journal:  Mach Learn Appl       Date:  2022-04-09
  1 in total

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