Document Type

Article

Department/Program

Virginia Institute of Marine Science

Publication Date

2016

Journal

NONLINEAR PROCESSES IN GEOPHYSICS

Volume

23

Issue

3

First Page

137

Last Page

141

Abstract

Bred vectors characterize the nonlinear instability of dynamical systems and so far have been computed only for systems with known evolution equations. In this article, bred vectors are computed from a single time series data using time-delay embedding, with a new technique, nearest-neighbor breeding. Since the dynamical properties of the standard and nearest-neighbor breeding are shown to be similar, this provides a new and novel way to model and predict sudden transitions in systems represented by time series data alone.

DOI

10.5194/npg-23-137-2016

Keywords

MAGNETOSPHERIC DYNAMICS; PREDICTION; FILTERS; STORMS

Creative Commons License

Creative Commons Attribution 4.0 License
This work is licensed under a Creative Commons Attribution 4.0 License.

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