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Titel Recurrence plot analysis of spatially extended high-dimensional dynamics
VerfasserIn Norbert Marwan, Saskia Foerster, Jürgen Kurths
Konferenz EGU General Assembly 2015
Medientyp Artikel
Sprache Englisch
Digitales Dokument PDF
Erschienen In: GRA - Volume 17 (2015)
Datensatznummer 250106767
Publikation (Nr.) Volltext-Dokument vorhandenEGU/EGU2015-6446.pdf
 
Zusammenfassung
Recurrence plot based measures of complexity are capable tools for characterizing complex dynamics. We show the potential of selected recurrence plot measures for the investigation of spatially extended high-dimensional dynamics by applying them to data from the Lorenz96 model. The recurrence plot based measures are able to qualitatively characterize typical dynamical properties such as chaotic or periodic dynamics. Moreover, we demonstrate its power by analyzing satellite image time series of vegetation cover with contrasting dynamics as a spatially extended and potentially high-dimensional example from the real world.