Big Data Assimilation Incorporating Deep Learning with Phased Array Radar Data and Numerical Weather Prediction
Takemasa Miyoshi1, Marimo Ohhigashi2, Shigenori Otsuka3, Takumi Honda3, Arata Amemiya2, Yasumitsu Maejima3, Shunji Kotsuki3, Yoshihiro Ishikawa4, Hiromu Seko5, Yoshito Yoshizaki6, Naonori Ueda7, Hirofumi Tomita8, Yutaka Ishikawa2, Shinsuke Satoh9, Tomoo Ushio10, Kana Koike11 and Yasuhiko Nakada12, (1)RIKEN, Wako, Japan, (2)RIKEN, Kobe, Japan, (3)RIKEN Center for Computational Science, Kobe, Japan, (4)Japan Meteorological Agency, Tokyo, Japan, (5)Meteorological Research Institute, Tsukuba, Japan, (6)Japan Meteorological Agency, Kiyose, Japan, (7)RIKEN, Tokyo, Japan, (8)RIKEN Advanced Institute for Computational Sciences, Kobe, Japan, (9)National Institute of Information and Communications Technology, Koganei, Japan, (10)Tokyo Metropolitan University, Tokyo, Japan, (11)MTI Co. Ltd., Tokyo, Japan, (12)Tokyo Electric Power Company Holdings, Tokyo, Japan