[A-AS04] Extreme Events: Observations and Modeling

11:00 AM - 1:00 PM

[AAS04-P02] Convective storm nowcasting using a deep GAN from high-resolution radar datasets

*DONG-KYUN KIM¹, Philippe Baron², Kohei Kawashima¹, Tomoaki Mega¹, Yuuki Wada¹, Tomoo Ushio¹ (1.Osaka University, 2.National Institute of Information and Communications Technology)

Sun. May 22, 2022 9:00 AM - 10:30 AM 301B (International Conference Hall, Makuhari Messe)

[J] Oral
| M (Multidisciplinary and Interdisciplinary)
| M-GI General Geosciences, Information Geosciences & Simulations

[M-GI35] Earth and planetary informatics with huge data management

9:00 AM - 9:15 AM

[MGI35-01] Development of the 3-D Nowcast Method Using LSTM with Dual Polarization Phased Array Radar observations

*Kohei Kawashima¹, DONG-KYUN KIM¹, Tomoaki Mega¹, Yuuki Wada¹, Tomoo Ushio¹, Philippe Baron², Eiichi Yoshikawa³, Syugo Hayashi⁴, Hiroshi Kikuchi⁵ (1.Osaka University, 2.National Institute of Information and Communications Technology, 3.Japan Aerospace Exploration Agency, 4.Meteorological Research Institute, 5.The University of Electro Communications)

Mon. May 30, 2022 11:00 AM - 1:00 PM Online Poster Zoom Room (38) (Ch.38)

[J] Poster
| M (Multidisciplinary and Interdisciplinary)
| M-GI General Geosciences, Information Geosciences & Simulations

[M-GI35] Earth and planetary informatics with huge data management

11:00 AM - 1:00 PM

[MGI35-P14] Nowcasting localized torrential rain using multi-parameter weather radar and 3D convolutional recurrent neural networks

*Philippe Baron¹, Dong-Kyun Kim², Hiroshi Hanado¹, Kohei Kawashima², Hiroshi Kikuchi³, Takeshi Maesaka⁴, Tomoaki Mega², Shinsuke Satoh¹, Yuuki Wada², Eiichi Yoshikawa⁵, Tomoo Ushio², Seiji Kawamura¹ (1.Remote Sensing Laboratory, NICT, Japan, 2.Electrical Engineering Dept., Osaka University, Japan, 3.The University of Electro Communications, Chofu, Japan, 4.NIED, Tsukuba, Japan, 5.Aeronautical Technology Directorate, JAXA, Mitaka, Japan)

Dong-Kyun Kim

Speaker, Author, Co-Author

[A-AS04] Extreme Events: Observations and Modeling

[AAS04-P02] Convective storm nowcasting using a deep GAN from high-resolution radar datasets

[M-GI35] Earth and planetary informatics with huge data management

[MGI35-01] Development of the 3-D Nowcast Method Using LSTM with Dual Polarization Phased Array Radar observations

[M-GI35] Earth and planetary informatics with huge data management

[MGI35-P14] Nowcasting localized torrential rain using multi-parameter weather radar and 3D convolutional recurrent neural networks