研究キーワード (3件):
Data scientist
, Remote sensing
, Atmospheric physics
競争的資金等の研究課題 (2件):
2015 - 2018 光ヘテロダイン検出方式ドップラー風ライダーの信号処理技術に関する研究
2005 - 2006 超高感度サブミリ波放射衛星による地球観測データ解析アルゴリズムの開発
論文 (56件):
Philippe Baron, Kouhei Kawashima, Dong-Kyun Kim, Hiroshi Hanado, Takeshi Maesaka, Shinsuke Satoh, Seiji Kawamura, Tomoo Ushio. Nowcasting localized heavy precipitation using a multi-parameter phased array weather radar (MP-PAWR) and a 3D recurrent neural network. 2023
Philippe Baron, Kohei Kawashima, Dong-Kyun Kim, Hiroshi Hanado, Seiji Kawamura, Takeshi Maesaka, Katsuhiro Nakagawa, Shinsuke Satoh, Tomoo Ushio. Nowcasting Multi-Parameter Phased-Array Weather Radar (MP-PAWR) echoes of localized heavy precipitation using a 3D Recurrent Neural Network trained with an adversarial technique. Journal of Atmospheric and Oceanic Technology. 2023
A. Yu. Shikhovtsev, V. B. Khaikin, P. G. Kovadlo, P. Baron. Optical Thickness of the Atmosphere above the Terskol Peak. Atmospheric and Oceanic Optics. 2023. 36. 1. 78-85
Takayoshi Yamada, Philippe Baron, Lori Neary, Toshiyuki Nishibori, Richard Larsson, Takeshi Kuroda, Frank Darden, Yasuko Kasai. Observation Capability of a Ground-based Terahertz Radiometer for Vertical Profiles of Oxygen and Water abundances in Martian atmosphere. IEEE Transactions on Geoscience and Remote Sensing. 2022. 60. 1-1
Dong-Kyun Kim, Taku Suezawa, Tomoaki Mega, Hiroshi Kikuchi, Eiichi Yoshikawa, Philippe Baron, Tomoo Ushio. Improving precipitation nowcasting using a three-dimensional convolutional neural network model from Multi Parameter Phased Array Weather Radar observations. Atmospheric Research. 2021. 262. 105774-105774
Tomoo Ushio, Dong-Kyun Kim, Philippe Baron, Yuuki Wada, Tomoaki Mega, Fumihiko Mizutani, Masakazu Wada, Eiichi Yoshikawa, Shinsuke Satoh, Hiroshi Hanado. Recent Progress on the Phased Array Weather Radar at X Band. 2022 IEEE Radar Conference (RadarConf22). 2022
Philippe Baron, Dong-Kyun Kim, Kohei Kawashima, Hiroshi Hanado, Takeshi Maesaka, Tomoaki Mega, Shinsuke Satoh, Eiichi Yoshikawa, Seiji Kawamura, Katsuhiro Nakagawa, et al. Comparative study of deep neural networks for very short-term prediction of torrential rains using polarimetric Phased-Array Weather Radar (MP-PAWR). SPIE Future Sensing Technologies 2021. 2021. 11914