2010
DOI: 10.1016/j.ocemod.2009.10.004
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Identification of jets and mixing barriers from sea level and vorticity measurements using simple statistics

Abstract: The probability density functions (PDFs) of sea level and geostrophic relative vorticity are examined using satellite altimeter data. It is shown that departures from a Gaussian distribution can generally be represented by two functions, and that the spatial distribution of these two functions is closely linked to the skewness and kurtosis of the PDF. The patterns indicate that strong jets tend to be identified by a zero contour in skewness coinciding with a low value of kurtosis. A simple model of the statist… Show more

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Cited by 28 publications
(35 citation statements)
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“…That skewness should be expected to naturally accompany jet streams has already been demonstrated in an oceanographic context, where patterns of skewness and kurtosis can be used to identify the location of ocean jet streams using satellite altimetry data (Thompson and Demirov 2006;Hughes et al 2010), but we are not aware of its discussion in the atmospheric literature. It is consistent, however, with the recent derivation of atmospheric flow patterns of maximal skewness, since these patterns resemble jet stream shifts (Pasmanter and Selten 2010).…”
Section: Introductionmentioning
confidence: 91%
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“…That skewness should be expected to naturally accompany jet streams has already been demonstrated in an oceanographic context, where patterns of skewness and kurtosis can be used to identify the location of ocean jet streams using satellite altimetry data (Thompson and Demirov 2006;Hughes et al 2010), but we are not aware of its discussion in the atmospheric literature. It is consistent, however, with the recent derivation of atmospheric flow patterns of maximal skewness, since these patterns resemble jet stream shifts (Pasmanter and Selten 2010).…”
Section: Introductionmentioning
confidence: 91%
“…Hughes et al (2010) modeled a jet stream as a step function between two regions of constant potential vorticity (PV) of different values. In this framework they were able to derive a theory that predicted not only that the skewness of PV changes sign across the jet stream, but also that the climatological jet axis should coincide with a minimum of kurtosis.…”
Section: Observationsmentioning
confidence: 99%
“…The PV staircase concept may be considered as a new theoretical paradigm that explains the existence of multiple zonal jets by the formation of PV staircases, which result from a complex dynamical self‐organization of forced turbulent flows in rotating fluids [ Baldwin et al ., ; Dritschel and McIntyre , ; Hughes et al ., ; Dritschel , , and references therein]. In this paradigm, the positive feedback interaction of waves and turbulence are responsible for the generation and maintenance of multiple jet structures, which constitute efficient transport barriers across them.…”
Section: The Sicc and Two Pv Paradigmsmentioning
confidence: 99%
“…Finally, it is argued that anisotropic transport and mixing associated with the oceanic jets can be important for distributions of chemical tracers influencing the global climate, and therefore developing various diagnostics for this transport and mixing is an active research area (e.g. Hughes, Thompson & Wilson 2010;Beron-Vera et al 2010). Overall, the issue of the contrast between the partial barriers and mixing zones, as well as the corresponding distinctions between the oceanic and atmospheric jets, will be resolved only with progress toward more physically complete models and with more complete understanding of the various physical processes that affect the jets.…”
Section: On Latency Of Multiple Zonal Jets In the Oceansmentioning
confidence: 99%