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Lagrangian betweenness as a measure of bottlenecks in dynamical systems with oceanographic examples

Authors: Ser-Giacomi, Enrico; Baudena, Alberto; Rossi, Vincent; Follows, Mick; Clayton, Sophie; Vasile, Ruggero; López, Cristóbal; +1 Authors

Lagrangian betweenness as a measure of bottlenecks in dynamical systems with oceanographic examples

Abstract

AbstractThe study of connectivity patterns in networks has brought novel insights across diverse fields ranging from neurosciences to epidemic spreading or climate. In this context, betweenness centrality has demonstrated to be a very effective measure to identify nodes that act as focus of congestion, or bottlenecks, in the network. However, there is not a way to define betweenness outside the network framework. By analytically linking dynamical systems and network theory, we provide a trajectory-based formulation of betweenness, called Lagrangian betweenness, as a function of Lyapunov exponents. This extends the concept of betweenness beyond the context of network theory relating hyperbolic points and heteroclinic connections in any dynamical system to the structural bottlenecks of the network associated with it. Using modeled and observational velocity fields, we show that such bottlenecks are present and surprisingly persistent in the oceanic circulation across different spatio-temporal scales and we illustrate the role of these areas in driving fluid transport over vast oceanic regions. Analyzing plankton abundance data from the Kuroshio region of the Pacific Ocean, we find significant spatial correlations between measures of diversity and betweenness, suggesting promise for ecological applications.

Countries
France, Germany, France, Spain, France, France, Italy, United States, United States
Keywords

[SDE] Environmental Sciences, ddc:500, Science, Complex networks, Index Medicus, FOS: Physical sciences, betweenness, marine bottlenecks, Oceanography, Article, 515, Institut für Biochemie und Biologie, Condensed Matter - Statistical Mechanics, Marine biology, Statistical Mechanics (cond-mat.stat-mech), Physical oceanography, [SDU.OCEAN] Sciences of the Universe [physics]/Ocean, Atmosphere, Q, Nonlinear Sciences - Chaotic Dynamics, Physics - Atmospheric and Oceanic Physics, Atmospheric and Oceanic Physics (physics.ao-ph), Chaotic Dynamics (nlin.CD)

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selected citations
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This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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