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Superstatistical analysis of sea surface currents in the Gulf of Trieste, measured by high-frequency radar, and its relation to wind regimes using the maximum-entropy principle

Flora, Sofia
•
Ursella, Laura
•
Wirth, Achim
2023
  • journal article

Periodico
NONLINEAR PROCESSES IN GEOPHYSICS
Abstract
Two years (2021–2022) of high-frequency-radar (HFR) sea surface current data in the Gulf of Trieste (northern Adriatic Sea) are analysed. Two different timescales are extracted using a superstatistical formalism: a relaxation time and a larger timescale over which the system is Gaussian. We propose obtaining an ocean current probability density function (PDF) combining (i) a Gaussian PDF for the fast fluctuations and (ii) a convolution of exponential PDFs for the slowly evolving variance of the Gaussian function rather than for the thermodynamic beta=1/sigma^2 in a system with a few degrees of freedom, as the latter has divergent moments. The Gaussian PDF reflects the entropy maximization for real-valued variables with a given variance. On the other hand, if a positive variable, as a variance, has a specified mean, the maximum-entropy solution is an exponential PDF. In our case the system has 2 degrees of freedom, and therefore the PDF of the variance is the convolution of two exponentials. In the Gulf of Trieste there are three distinct main wind forcing regimes: bora, sirocco, and low wind, leading to a succession of different sea current dynamics on different timescales. The universality class PDF successfully fits the observed data over the 2 observation years and also for each wind regime separately with a different variance of the variance PDF, which is the only free parameter in all the fits.
DOI
10.5194/npg-30-515-2023
WOS
WOS:001168781300001
Archivio
https://hdl.handle.net/11368/3069003
info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-85179378099
https://npg.copernicus.org/articles/30/515/2023/
Diritti
open access
license:creative commons
license:creative commons
license uri:http://creativecommons.org/licenses/by/4.0/
license uri:http://creativecommons.org/licenses/by/4.0/
FVG url
https://arts.units.it/bitstream/11368/3069003/1/npg-30-515-2023-2.pdf
Soggetti
  • Superstatistic

  • air sea interaction

  • HFR data

  • High Frequency Radar ...

  • entropy maximization

  • Gulf of Trieste

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