Articles | Volume 12, issue 4
Earth Syst. Dynam., 12, 1295–1369, 2021
https://doi.org/10.5194/esd-12-1295-2021
Earth Syst. Dynam., 12, 1295–1369, 2021
https://doi.org/10.5194/esd-12-1295-2021
Research article
30 Nov 2021
Research article | 30 Nov 2021

Exploring the coupled ocean and atmosphere system with a data science approach applied to observations from the Antarctic Circumnavigation Expedition

Sebastian Landwehr et al.

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Short summary
The Antarctic Circumnavigation Expedition surveyed a large number of variables describing the dynamic state of ocean and atmosphere, freshwater cycle, atmospheric chemistry, ocean biogeochemistry, and microbiology in the Southern Ocean. To reduce the dimensionality of the dataset, we apply a sparse principal component analysis and identify temporal patterns from diurnal to seasonal cycles, as well as geographical gradients and hotspots of interaction. Code and data are open access.
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