Articles with "lyapunov vectors" as a keyword



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The application of nonlinear local Lyapunov vectors to the Zebiak–Cane model and their performance in ensemble prediction

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Published in 2017 at "Climate Dynamics"

DOI: 10.1007/s00382-017-3920-6

Abstract: Nonlinear local Lyapunov vectors (NLLVs) are the nonlinear extension of the Lyapunov vectors (LVs) based on linear error growth theory. As a development of bred vectors (BVs), NLLVs retain the time-saving, simply-applied and flow-dependent advantages… read more here.

Keywords: nonlinear local; lyapunov; lyapunov vectors; model ... See more keywords
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Guidelines for data-driven approaches to study transitions in multiscale systems: The case of Lyapunov vectors.

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Published in 2022 at "Chaos"

DOI: 10.1063/5.0093804

Abstract: This study investigates the use of covariant Lyapunov vectors and their respective angles for detecting transitions between metastable states in dynamical systems, as recently discussed in several atmospheric sciences applications. In a first step, the… read more here.

Keywords: guidelines data; driven approaches; lyapunov vectors; data driven ... See more keywords