“The latest research has revealed new insights into the modulation mechanism of mesoscale eddies on the air sea interface. Using remote sensing data and analysis methods, the correlation distribution of sea surface characteristic parameters has been systematically explored, providing theoretical support for ocean numerical simulations.”