output
20112025
most citedComplex network approaches to nonlinear time series analysis

648 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2013Show all

3 papers · 1 filter

physics.data-an2013★ 99 cited

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…

physics.data-an2013★ 61 cited

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…

physics.soc-ph2013★ 46 cited

Node-weighted interacting network measures improve the representation of real-world complex systems

Marc Wiedermann, Jonathan F. Donges, Jobst Heitzig +1

Network theory provides a rich toolbox consisting of methods, measures, and models for studying the structure and dynamics of complex systems found in nature, society, or technolog…