From brain to earth and climate systems: Small-world interaction networks or not?

Details From brain to earth and climate systems: Small-world interaction networks or not? From brain to earth and climate systems: Small-world interaction networks or not?

2011-05-11

arxiv.org/abs/1105.2257v1

Chaos 20, 013134 (2010)

Physics

Data Analysis, Statistics and Probability

Scientific paper

10.1063/1.3360561

We consider recent reports on small-world topologies of interaction networks derived from the dynamics of spatially extended systems that are investigated in diverse scientific fields such as neurosciences, geophysics, or meteorology. With numerical simulations that mimic typical experimental situations we have identified an important constraint when characterizing such networks: indications of a small-world topology can be expected solely due to the spatial sampling of the system along with commonly used time series analysis based approaches to network characterization.

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