24 citations · 31 across the 3 of their papers we have counts for
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Extended-range statistical ENSO prediction through operator-theoretic techniques for nonlinear dynamics
Xinyang Wang, Joanna Slawinska, Dimitrios Giannakis
Forecasting the El Nino-Southern Oscillation (ENSO) has been a subject of vigorous research due to the important role of the phenomenon in climate dynamics and its worldwide socioe…
The Antarctic circumpolar wave and its seasonality: Intrinsic traveling modes and ENSO teleconnections
Xinyang Wang, Dimitrios Giannakis, Joanna Slawinska
Interannual variability in the Southern Ocean is investigated via nonlinear Laplacian spectral analysis (NLSA), an objective eigendecomposition technique for nonlinear dynamical sy…
Data-Driven Koopman Analysis of Tropical Climate Space-Time Variability
Joanna Slawinska, Eniko Szekely, Dimitrios Giannakis
We study nonlinear dynamics of the Earth's tropical climate system. For that, we apply a recently developed technique for feature extraction and mode decomposition of spatiotempora…