Toward Data-driven Global Satellite Mapping of Precipitation through Data Assimilation and Deep Learning

Shunji Kotsuki

Presentation information

[E] Oral

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

[A-CG63] Satellite Earth Environment Observation

Thu. May 28, 2026 1:45 PM - 3:15 PM 104 (International Conference Hall, Makuhari Messe)

Chairperson:Sekiguchi Miho(Tokyo University of Marine Science and Technology), Takahashi Nobuhiro(Institute for Space-Earth Environmental Research, Nagoya University)

2:15 PM - 2:30 PM

[ACG63-15] Toward Data-driven Global Satellite Mapping of Precipitation through Data Assimilation and Deep Learning

*Shunji Kotsuki¹, Yuka Muto¹, Daiko Kishikawa¹, Hiroki Hayashi¹, Daiya Shiojiri¹, Kaya Kanemaru², Takuya Funatomi³, Atsushi Hamada⁴ (1. Center for Environmental Remote Sensing, 2. National Institute of Information and Communications Technology, 3. Kyoto University, 4. Toyama University)

Keywords:Global satellite mapping of precipitation, Data assimilation, AI, microwave radiometer