JpGU-AGU Joint Meeting 2026

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[E] Oral

A (Atmospheric and Hydrospheric Sciences ) » A-OS Ocean Sciences & Ocean Environment

[A-OS23] Waves, Storm Surges, and Coastal Hazards

Mon. May 25, 2026 3:30 PM - 5:00 PM 201B (International Conference Hall, Makuhari Messe)

Chairperson:Webb Adrean(Institute of Science Tokyo), Kohno Nadao(Meteorological Research Institute, JMA), Marsooli Reza(Stevens Institute of Technology)

3:45 PM - 4:00 PM

[AOS23-08] Simultaneous Observation of Ocean Waves and Sea Surface Winds Using High-Frequency Radar and Deep Learning Models

*Tomoya Kataoka1,2, Hitoshi Tamura2, Satoshi Fujii3,4 (1. Ehime University, 2. Port and Airport Research Institute, 3. ORNIS Co. Ltd., 4. University of the Ryukyus)

Keywords:High frequency radar, Ocean waves, Sea surface winds, Deep learning, Convolutional neural network