Comparison of recurrence quantification methods for the analysis of temporal and spatial chaos

Comparison of recurrence quantification methods for the analysis of temporal and spatial chaos

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Article ID: iaor20113044
Volume: 53
Issue: 7-8
Start Page Number: 1535
End Page Number: 1545
Publication Date: Apr 2011
Journal: Mathematical and Computer Modelling
Authors: , ,
Keywords: statistics (spatial)
Abstract:

A comparative study of the recurrence properties of time series and two‐dimensional spatial data is performed by means of Recurrence Quantification Analysis. The recent extension to distributed data of methods based on recurrences reveals new insights improving the performances of the approach for the analysis of complex spatial patterns. Indeed, the measures determinism and entropy provide significant information about the small and large scale characterization of the patterns allowing for a better connection to the physical properties of the spatial system under investigation.

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