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Titel Turbulence and Self- Organised Criticality under finite driving- how they can look the same, and how they are different.
VerfasserIn S. Rosenberg, S. C. Chapman, N. W. Watkins
Konferenz EGU General Assembly 2010
Medientyp Artikel
Sprache Englisch
Digitales Dokument PDF
Erschienen In: GRA - Volume 12 (2010)
Datensatznummer 250033004
 
Zusammenfassung
The paradigm of Self- Organised Criticality (SOC) has found application in understanding scaling and bursty transport in driven, dissipative plasmas such as at the earth’s magnetosphere and the solar corona. Turbulence also has scaling and bursty transport as its observable signature so that the question naturally arises as to if, or how, these phenomena are related. SOC a limiting process that occurs as the ratio of driving rate to dissipation rate is taken to zero, while idealized turbulence takes this ratio to infinity. We consider the more realistic scenario of finite driving rate. We demonstrate the difficulty of distinguishing SOC and turbulence under these conditions with a simple multifractal test timeseries, the p- model- which we show both exhibits multifractal scaling in its structure functions and power law avalanche statistics. We use similarity analysis (Buckingham’s Π theorem) to identify the control parameter RA which is analogous to the Reynolds Number RE of turbulence in that it relates to the number of excited degrees of freedom, that is, the range of spatio-temporal scales over which one finds scaling behaviour. However for avalanching systems the number of excited degrees of freedom is maximal at the zero driving rate, SOC limit, in the opposite sense to fluid turbulence. Practically, at finite RE or RA one observes scaling over a finite range which for turbulence, increases with RE and for SOC, decreases with RA, suggesting an observable trend to distinguish them. We use the BTW sandpile model to explore this idea and find that whilst avalanche distributions can, depending on the details of the driving, reflect this behaviour, power spectra are not clear discriminators of an SOC state.