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  Predicting regime changes and durations in Lorenz's atmospheric convection model

Brugnago, E. L., Gallas, J. A. C., & Beims, M. W. (2020). Predicting regime changes and durations in Lorenz's atmospheric convection model. Chaos, 30(10): 103109. doi:10.1063/5.0013253.

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 Creators:
Brugnago, Eduardo L.1, Author
Gallas, Jason A. C.2, Author           
Beims, Marcus W.2, Author           
Affiliations:
1external, ou_persistent22              
2Max Planck Institute for the Physics of Complex Systems, Max Planck Society, ou_2117288              

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 Abstract: We show that a characteristic alignment between Lyapunov vectors can be used to predict regime changes as well as regime duration in the classical Lorenz model of atmospheric convection. By combining Lyapunov vector alignment with maxima in the local expansion of bred vectors, we obtain an effective and competitive method to significantly decrease errors in the prediction of regime durations.

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 Dates: 2020-10-082020-10-01
 Publication Status: Issued
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 Table of Contents: -
 Rev. Type: -
 Identifiers: ISI: 000582502600005
DOI: 10.1063/5.0013253
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Title: Chaos
  Other : Chaos : an interdisciplinary journal of nonlinear science
Source Genre: Journal
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Publ. Info: Woodbury, NY : American Institute of Physics
Pages: - Volume / Issue: 30 (10) Sequence Number: 103109 Start / End Page: - Identifier: ISSN: 1054-1500
CoNE: https://pure.mpg.de/cone/journals/resource/954922836228