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Principal nonlinear dynamical modes of climate variability

We suggest a new nonlinear expansion of space-distributed observational time series. The expansion allows constructing principal nonlinear manifolds holding essential part of observed variability. It yields low-dimensional hidden time series interpreted as internal modes driving observed multivariat...

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發表在:Sci Rep
Main Authors: Mukhin, Dmitry, Gavrilov, Andrey, Feigin, Alexander, Loskutov, Evgeny, Kurths, Juergen
格式: Artigo
語言:Inglês
出版: Nature Publishing Group 2015
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在線閱讀:https://ncbi.nlm.nih.gov/pmc/articles/PMC5155699/
https://ncbi.nlm.nih.gov/pubmed/26489769
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/srep15510
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