648 citations · 6.9k across the 60 of their papers we have counts for
3 papers · 2 filters
Disentangling different types of El Niño episodes by evolving climate network analysis
Alexander Radebach, Reik V. Donner, Jakob Runge +2
Complex network theory provides a powerful toolbox for studying the structure of statistical interrelationships between multiple time series in various scientific disciplines. In t…
How complex climate networks complement eigen techniques for the statistical analysis of climatological data
Jonathan F. Donges, Irina Petrova, Alexander Loew +2
Eigen techniques such as empirical orthogonal function (EOF) or coupled pattern (CP) / maximum covariance analysis have been frequently used for detecting patterns in multivariate…
Geometric detection of coupling directions by means of inter-system recurrence networks
Jan H. Feldhoff, Reik V. Donner, Jonathan F. Donges +2
We introduce a geometric method for identifying the coupling direction between two dynamical systems based on a bivariate extension of recurrence network analysis. Global character…