Discerning connectivity from dynamics in climate networks

The bias due to dynamical memory (serial correlations) in an association/dependence measure (absolute cross-correlation) is demonstrated in model data and identified in time series of meteorological variables used for construction of climate networks. Accounting for such bias in inferring links of t...

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Bibliographic Details
Main Authors: M. Paluš, D. Hartman, J. Hlinka, M. Vejmelka
Format: Article
Language:English
Published: Copernicus Publications 2011-10-01
Series:Nonlinear Processes in Geophysics
Online Access:http://www.nonlin-processes-geophys.net/18/751/2011/npg-18-751-2011.pdf