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The aim of this Reprint is to inform the reader on applied oceanography through remote sensing and a numeric model. In particular, the air-sea interaction during tropical cyclones (TCs) is discussed. Against the background of climate change, the air-sea interaction plays an important role in economic activities. Moreover, with the development of artificial intelligence (AI), the promotion of AI-based oceanography could deepen the understanding of multiscale air-sea interactions. This Reprint will present a relevant collection on the interaction between atmospheric and oceanic dynamics at meso- and small scales utilizing traditional techniques, i.e., remote sensing, numeric models, and an AI technique.
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