JpGU-AGU Joint Meeting 2026

Presentation information

[E] Oral

A (Atmospheric and Hydrospheric Sciences ) » A-CG Complex & General

[A-CG62] Changing Midlatitude Atmosphere-Ocean-Ecosystem; Processes, Coupling, and Future Perspectives

Tue. May 26, 2026 10:45 AM - 12:15 PM 201A (International Conference Hall, Makuhari Messe)

Chairperson:Miku Amano(Graduate School of Bioresources, Mie University), Miyamoto Ayumu(Scripps Institution of Oceanography, University of California San Diego)

10:45 AM - 11:00 AM

[ACG62-07] Efficient sea-surface temperature forecasting using gradient boosting and multi-layer perceptrons in the Western Pacific

*Takeshi Enomoto1, Aki Saito2, Saori Nakashita1 (1. Disaster Prevention Research Institute, Kyoto University, 2. Graduate School of Science, Kyoto University)

Keywords:principal component regression, decision tree, deep learning, Kuroshio Extension