Preprints
https://doi.org/10.5194/egusphere-2025-2860
https://doi.org/10.5194/egusphere-2025-2860
27 Jun 2025
 | 27 Jun 2025
Status: this preprint is open for discussion and under review for Nonlinear Processes in Geophysics (NPG).

Fractal Attractor of the Deep Convection Cycle in the Northwest Mediterranean Sea

Douglas Keller Jr.

Abstract. Deep convection in the Gulf of Lion is an important ocean mixing process in the western Mediterranean Sea caused by large cooling fluxes at the sea surface. It aids the Mediterranean thermohaline circulation, and promotes phytoplankton blooming. This work investigates the three different periods of the process: preconditioning, deep convecting, and restratification, through the lens of fractal attractor analysis with the local correlation dimension. From the analysis it was determined that preconditioning period is most predictable period, with a local correlation dimension of 10 to 30, followed by the deep convecting period, with a local correlation dimension of 30 to 45. However, the deep convecting period can also exhibit random process like behavior with local correlation dimensions growing exceedingly high in April and May. The least predictable period was the restratification period, with typical local correlation dimensions of 50 to 80 near the end of restratification.

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Douglas Keller Jr.

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Douglas Keller Jr.
Douglas Keller Jr.

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Short summary
Deep convection in the Gulf of Lion is an important ocean mixing process in the western Mediterranean Sea that aids the general circulation of the Mediterranean Sea and promotes the local marine biology. By studying the fractal-ness of deep convection, we can determine which of the three periods: before, during, or after deep convection are the least predictable. The results show that the period following deep convection is the most difficult to replicate rather than deep convection itself.
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