<p><span style=color: rgba(23 43 77 1)>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.</span></p>
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