Thu. May 30, 2019 9:45 AM - 10:00 AM

[PPS08-04] Detection of Dark Regions on the Lunar Surface with Shadow Masked Multiband Imager Data

*Riho Ito¹, Hiroka Inoue², Makiko Ohtake², Hisashi Otake², Ryosuke Nakamura¹ (1.National Institute of Advanced Industrial Science and Technology, 2.Japan Aerospace Exploration Agency)

[P-PS08] Lunar science and exploration

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

Thu. May 30, 2019 9:00 AM - 10:30 AM 103 (1F)

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), Chairperson:Satoshi Tanaka, Masaki Nishino(名古屋大学宇宙地球環境研究所)

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

Mon. May 27, 2019 12:00 AM - 12:00 AM

[PEM10-P03] A regularized deep convolutional general adversarial network (R-DCGAN) for total electron content map completion

*Mingwu Jin¹, Zhou Chen^2,3, Yue Deng¹, Yang Pan¹, Jin-Song Wang² (1.University of Texas at Arlington, 2.Institute of Space Science and Technology, Nanchang University, Nanchang, China, 3.Key Laboratory of Space Weather, National Center for Space Weather, China Meteorological Administration, Beijing, China)

[P-EM10] Multi-scale Coupling in the Magnetosphere-Ionosphere-Thermosphere System

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

Mon. May 27, 2019 1:45 PM - 3:15 PM Poster Hall (International Exhibition Hall8, Makuhari Messe)

convener:Yue Deng(University of Texas at Arlington), Toshi Nishimura(Boston University), Huixin Liu(Earth and Planetary Science Division, Kyushu University SERC, Kyushu University), Yanshi Huang(Harbin Institute of Technology, Shenzhen)

Tue. May 28, 2019 2:30 PM - 2:45 PM

[PCG25-14] Automated segmentation of Martian dust storms in MGS/MOC images using a deep learning technique

*Kazunori Ogohara¹, Ryusei Gichu² (1.School of Engineering, University of Shiga Prefecture, 2.Graduate School of Engineering, University of Shiga Prefecture)

[P-CG25] Planetary Magnetosphere, Ionosphere, and Atmosphere

[J] Oral
｜P (Space and Planetary Sciences )
| P-CG Complex & General

Tue. May 28, 2019 1:45 PM - 3:15 PM A05 (TOKYO BAY MAKUHARI HALL)

convener:Kanako Seki(Graduate School of Science, University of Tokyo), Takeshi Imamura(Graduate School of Frontier Sciences, The University of Tokyo), Hiroyuki Maezawa(Department of Physical Science Osaka Prefecture University), Naoki Terada(Graduate School of Science, Tohoku University), Chairperson:Takeshi Imamura(Graduate School of Frontier Sciences, University of Tokyo), Naoki Terada(School of Science, Tohoku University)

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)

Tue. May 28, 2019 11:45 AM - 12:15 PM

[ACG39-11] Studying ecosystem dynamics with deep neural networks

★Invited Papers

*Takeshi Ise¹, Masanori Onishi² (1.FSERC, Kyoto University, 2.Grad. School of Agriculture, Kyoto University)

[A-CG39] Biogeochemical cycles in Land Ecosystem

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

Tue. May 28, 2019 10:45 AM - 12:15 PM 301A (3F)

convener:Tomomichi Kato(Research Faculty of Agriculture, Hokkaido University), Kazuhito Ichii(Chiba University), Takeshi Ise(FSERC, Kyoto University), Munemasa Teramoto(National Institute for Environmental Studies), Chairperson:Tomomichi Kato(Hokkaido University)

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)

Presentations by Keyword

Keywords : deep learning

[PPS08-04] Detection of Dark Regions on the Lunar Surface with Shadow Masked Multiband Imager Data

[P-PS08] Lunar science and exploration

[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

[PEM10-P03] A regularized deep convolutional general adversarial network (R-DCGAN) for total electron content map completion

[P-EM10] Multi-scale Coupling in the Magnetosphere-Ionosphere-Thermosphere System

[PCG25-14] Automated segmentation of Martian dust storms in MGS/MOC images using a deep learning technique

[P-CG25] Planetary Magnetosphere, Ionosphere, and Atmosphere

[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

[ACG39-11] Studying ecosystem dynamics with deep neural networks

★Invited Papers

[A-CG39] Biogeochemical cycles in Land Ecosystem

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

★Invited Papers

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