Thu. May 30, 2019 12:00 AM - 12:00 AM

[PPS08-P04] Searching for lunar swirls with deep learning

*Yurika Iwabuchi¹, Yoshiko Ogawa¹ (1.The University of Aizu)

[P-PS08] Lunar science and exploration

[J] Poster
｜P (Space and Planetary Sciences )
| P-PS Planetary Sciences

Thu. May 30, 2019 3:30 PM - 5:00 PM Poster Hall (International Exhibition Hall8, Makuhari Messe)

convener:Hiroshi Nagaoka(Japan Aerospace Exploration Agency), Masahiro KAYAMA(Department of Earth and Planetary Material Sciences, Faculty of Science, Tohoku University), Masaki N Nishino(Japan Aerospace Exploration Agency, Institute of Space and Astronautical Science), Tomokatsu Morota(Graduate School of Environmental Studies, Nagoya University)

Thu. May 30, 2019 12:00 AM - 12:00 AM

[PPS08-P05] Lunar surface feature reconstruction by deep learning using synthetic data

*Koichi Tsuru¹, Toru Kouyama¹, Ryosuke Nakamura¹ (1.National Institute of Advanced Industrial Science and Technology)

[P-PS08] Lunar science and exploration

[J] Poster
｜P (Space and Planetary Sciences )
| P-PS Planetary Sciences

Thu. May 30, 2019 3:30 PM - 5:00 PM Poster Hall (International Exhibition Hall8, Makuhari Messe)

convener:Hiroshi Nagaoka(Japan Aerospace Exploration Agency), Masahiro KAYAMA(Department of Earth and Planetary Material Sciences, Faculty of Science, Tohoku University), Masaki N Nishino(Japan Aerospace Exploration Agency, Institute of Space and Astronautical Science), Tomokatsu Morota(Graduate School of Environmental Studies, Nagoya University)

Sun. May 26, 2019 4:45 PM - 5:00 PM

[PEM19-06] Detection and energy derivation of nano-flares based on deep learning

*Toshiki Kawai¹, Shinsuke Imada¹ (1.Institute for Space-Earth Environmental Research, Nagoya University)

[P-EM19] Frontiers in the solar physics

[J] Oral
｜P (Space and Planetary Sciences )
| P-EM Solar-Terrestrial Sciences, Space Electromagnetism & Space Environment

Sun. May 26, 2019 3:30 PM - 5:00 PM A03 (TOKYO BAY MAKUHARI HALL)

convener:Shinsuke Imada(Institute for Space-Earth Environmental Research, Nagoya University), Takaaki Yokoyama(School of Science, University of Tokyo), Toshifumi Shimizu(Institute of Space and Astronautical Science, JAXA), Yukio Katsukawa(National Astronomical Observatory of Japan, National Institute of Natural Sciences), Chairperson:Shinsuke Imada

Sun. May 26, 2019 3:00 PM - 3:15 PM

[AAS06-06] Surface layer model for instantaneous wind speeds designed by deep learning

*Junshi Ito^1,2, Hideaki Mouri² (1.Atmosphere and Ocean Research Institute, The University of Tokyo , 2.Meteorological Research Institute)

[A-AS06] Progress in dense observation and numerical modeling of micro-scale meteorology

[J] Oral
｜A (Atmospheric and Hydrospheric Sciences )
| A-AS Atmospheric Sciences, Meteorology & Atmospheric Environment

Sun. May 26, 2019 1:45 PM - 3:15 PM 301A (3F)

convener:Junshi Ito(Atmosphere and Ocean Research Institute, The University of Tokyo), Kentaro Araki(Meteorological Research Institute), Jun-ichi Furumoto(Research Institute for Sustainable Humanosphere, Kyoto University), Kuniaki Higashi(Research Institute for Sustainable Humanosphere, Kyoto University Metroweather Co., Ltd.), Chairperson:Junshi Ito(The University of Tokyo), Kentaro Araki(Meteorological Research Institute)

Thu. May 30, 2019 12:00 PM - 12:15 PM

[AAS02-11] Volumetric Detection of Tornadic Vortices Associated with Typhoon Nanmadol (2017) Using PAWR and Deep Learning

*Toru Adachi¹, Naoki Ishitsu², Kenichi Kusunoki¹, Hanako Inoue¹, Ken-ichiro Arai², Chusei Fujiwara³, Hiroto Suzuki³ (1.Meteorological Research Institute, 2.Alpha Denshi/Meteorological Research Institute, 3.East Japan Railway Company)

[A-AS02] Advances in Tropical Cyclone Research: Past, Present, and Future

[E] Oral
｜A (Atmospheric and Hydrospheric Sciences )
| A-AS Atmospheric Sciences, Meteorology & Atmospheric Environment

Thu. May 30, 2019 10:45 AM - 12:15 PM 104 (1F)

convener:Sachie Kanada(Nagoya University), Akiyoshi Wada(Department of Typhoon and Severe Weather Research, Meteorological Research Institute), Kosuke Ito(University of the Ryukyus), Yoshiaki Miyamoto(Faculty of Environment and Information Studies, Keio University), Chairperson:Yoshiaki Miyamoto, Kosuke Ito(University of Ryukyus)

Thu. May 30, 2019 10:50 AM - 11:20 AM

[ACG36-01] Recent Progress in Deep Neural Network Architectures and their Applications

★Invited Papers

*Shinichi Shirakawa¹ (1.Yokohama National University)

[A-CG36] Earth & Environmental Sciences and Artificial Intelligence

[J] Oral
｜A (Atmospheric and Hydrospheric Sciences )
| A-CG Complex & General

Thu. May 30, 2019 10:45 AM - 12:15 PM 106 (1F)

convener:Tomohiko Tomita(Faculty of Advanced Science and Technology, Kumamoto University), Ken-ichi Fukui(Osaka University), Daisuke Matsuoka(Japan Agency for Marine-Earth Science and Technology), Satoshi Ono(Kagoshima University), Chairperson:Tomohiko Tomita(Kumamoto University, Faculty of Advanced Science and Technology)

Thu. May 30, 2019 11:50 AM - 12:05 PM

[ACG36-04] Deep-Learning Based Short-Term Prediction Method for Sea Ice Concentration Using Explanatory Variables

*Issei Kawashima¹, Toru Kouyama¹, Ryu Sugimoto¹, Ryosuke Nakamura¹ (1.National Institute of Advanced Industrial Science and Technology)

[A-CG36] Earth & Environmental Sciences and Artificial Intelligence

[J] Oral
｜A (Atmospheric and Hydrospheric Sciences )
| A-CG Complex & General

Thu. May 30, 2019 10:45 AM - 12:15 PM 106 (1F)

convener:Tomohiko Tomita(Faculty of Advanced Science and Technology, Kumamoto University), Ken-ichi Fukui(Osaka University), Daisuke Matsuoka(Japan Agency for Marine-Earth Science and Technology), Satoshi Ono(Kagoshima University), Chairperson:Tomohiko Tomita(Kumamoto University, Faculty of Advanced Science and Technology)

Thu. May 30, 2019 1:45 PM - 2:00 PM

[ACG36-05] Remote sensing of cloud using the deep learning based on three-dimensional radiative transfer

*Hironobu Iwabuchi¹, Ryosuke Masuda¹, K. Sebastian Schmidt^2,3, Alessandro Damiani⁴, Rei Kudo⁵ (1.Graduate School of Science, Tohoku University, 2.Department of Atmospheric and Oceanic Sciences, University of Colorado, 3.Laboratory for Atmospheric and Space Physics, University of Colorado, 4.Center for Environmental Remote Sensing, Chiba University, 5.Meteorological Research Institute, Japan Meteorological Agency)

[A-CG36] Earth & Environmental Sciences and Artificial Intelligence

[J] Oral
｜A (Atmospheric and Hydrospheric Sciences )
| A-CG Complex & General

Thu. May 30, 2019 1:45 PM - 3:15 PM 104 (1F)

convener:Tomohiko Tomita(Faculty of Advanced Science and Technology, Kumamoto University), Ken-ichi Fukui(Osaka University), Daisuke Matsuoka(Japan Agency for Marine-Earth Science and Technology), Satoshi Ono(Kagoshima University), Chairperson:Tomohiko Tomita(Kumamoto University, Faculty of Advanced Science and Technology)

Thu. May 30, 2019 2:15 PM - 2:30 PM

[ACG36-07] Time series prediction of cloud cover using whole-sky images and meteorological elements

*Kazunori Ogohara¹, Teppei Sonoda² (1.School of Engineering, University of Shiga Prefecture, 2.Graduate School of Engineering, University of Shiga Prefecture)

[A-CG36] Earth & Environmental Sciences and Artificial Intelligence

[J] Oral
｜A (Atmospheric and Hydrospheric Sciences )
| A-CG Complex & General

Thu. May 30, 2019 1:45 PM - 3:15 PM 104 (1F)

convener:Tomohiko Tomita(Faculty of Advanced Science and Technology, Kumamoto University), Ken-ichi Fukui(Osaka University), Daisuke Matsuoka(Japan Agency for Marine-Earth Science and Technology), Satoshi Ono(Kagoshima University), Chairperson:Tomohiko Tomita(Kumamoto University, Faculty of Advanced Science and Technology)

Thu. May 30, 2019 2:45 PM - 3:00 PM

[ACG36-09] Identification of ships image on SAR data using machine learning

*Takashi Sonoke¹, Hirohide Demura¹ (1.University of Aizu)

[A-CG36] Earth & Environmental Sciences and Artificial Intelligence

[J] Oral
｜A (Atmospheric and Hydrospheric Sciences )
| A-CG Complex & General

Thu. May 30, 2019 1:45 PM - 3:15 PM 104 (1F)

convener:Tomohiko Tomita(Faculty of Advanced Science and Technology, Kumamoto University), Ken-ichi Fukui(Osaka University), Daisuke Matsuoka(Japan Agency for Marine-Earth Science and Technology), Satoshi Ono(Kagoshima University), Chairperson:Tomohiko Tomita(Kumamoto University, Faculty of Advanced Science and Technology)

Presentations by Keyword

Keywords : 深層学習

[PPS08-P04] Searching for lunar swirls with deep learning

[P-PS08] Lunar science and exploration

[PPS08-P05] Lunar surface feature reconstruction by deep learning using synthetic data

[P-PS08] Lunar science and exploration

[PEM19-06] Detection and energy derivation of nano-flares based on deep learning

[P-EM19] Frontiers in the solar physics

[AAS06-06] Surface layer model for instantaneous wind speeds designed by deep learning

[A-AS06] Progress in dense observation and numerical modeling of micro-scale meteorology

[AAS02-11] Volumetric Detection of Tornadic Vortices Associated with Typhoon Nanmadol (2017) Using PAWR and Deep Learning

[A-AS02] Advances in Tropical Cyclone Research: Past, Present, and Future

[ACG36-01] Recent Progress in Deep Neural Network Architectures and their Applications

★Invited Papers

[A-CG36] Earth & Environmental Sciences and Artificial Intelligence

[ACG36-04] Deep-Learning Based Short-Term Prediction Method for Sea Ice Concentration Using Explanatory Variables

[A-CG36] Earth & Environmental Sciences and Artificial Intelligence

[ACG36-05] Remote sensing of cloud using the deep learning based on three-dimensional radiative transfer

[A-CG36] Earth & Environmental Sciences and Artificial Intelligence

[ACG36-07] Time series prediction of cloud cover using whole-sky images and meteorological elements

[A-CG36] Earth & Environmental Sciences and Artificial Intelligence

[ACG36-09] Identification of ships image on SAR data using machine learning

[A-CG36] Earth & Environmental Sciences and Artificial Intelligence