Preprints
https://doi.org/10.5194/essd-2026-476
https://doi.org/10.5194/essd-2026-476
31 Aug 2026
 | 31 Aug 2026
Status: this preprint is currently under review for the journal ESSD.

A Spray-Mediated Surface Turbulent Heat Flux Dataset for the Southern Ocean

An Yi, Jiping Liu, Ian Renfrew, Chaoyuan Yang, Changming Dong, Xiangzhou Song, and Qinghua Yang

Abstract. Sea spray generated by wave breaking under high wind speeds strongly influences air-sea turbulent heat exchange. Nowhere is this process more critical than the Southern Ocean where the most extreme wave climate on Earth is located. However, current existing gridded air-sea heat flux datasets lack representation of sea spray-mediated component, which lead to a major problem in assessing and understanding the role of sea spray in the Southern Ocean. Here, we present a new gridded dataset of spray-mediated latent and sensible heat fluxes over the Southern Ocean that incorporates a full sea spray microphysical model, which considers spray generation that depends on regional wind and wave states. Our data allows a quantitative assessment of the spray-mediated contribution to the total air-sea heat flux exchange. Climatologically, spray-mediated heat fluxes range from 0.04 to 39.6 W m-2, with large fluxes in the circumpolar region (50° S–60° S), especially in the Indian sector during austral winter. Validation of an extreme cyclone shows that, within the high wind sector of the cyclone, spray-mediated heat fluxes double the regional fluxes compared to conventional bulk algorithm estimates. This dataset serves a critical foundation for examining the Southern Ocean’s role in the global energy budget.

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An Yi, Jiping Liu, Ian Renfrew, Chaoyuan Yang, Changming Dong, Xiangzhou Song, and Qinghua Yang

Status: open (until 07 Oct 2026)

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An Yi, Jiping Liu, Ian Renfrew, Chaoyuan Yang, Changming Dong, Xiangzhou Song, and Qinghua Yang
An Yi, Jiping Liu, Ian Renfrew, Chaoyuan Yang, Changming Dong, Xiangzhou Song, and Qinghua Yang
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Short summary
This dataset quantifies the critical but overlooked role of sea spray in Southern Ocean air-sea heat exchange. We present a new gridded dataset of spray-mediated latent and sensible heat fluxes incorporating a full spray microphysical model, where spray generation depends on wind and wave states. Results show spray can double turbulent heat fluxes during extreme cyclones compared to bulk algorithms. This data is vital for understanding the Southern Ocean's impact on the global energy budget.
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