[J] Oral

M (Multidisciplinary and Interdisciplinary) » M-GI General Geosciences, Information Geosciences & Simulations

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

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

convener:Ken T. Murata(National Institute of Information and Communications Technology), convener:Susumu Nonogaki(Geological Survey of Japan, National Institute of Advanced Industrial Science and Technology), Rie Honda(Department of Science and Technology, System of Natual Science, Kochi University), convener:Keiichiro Fukazawa(Academic Center for Computing and Media Studies, Kyoto University), Chairperson:Rie Honda(Department of Science and Technology, System of Natual Science, Kochi University), Ken T. Murata(National Institute of Information and Communications Technology)

Increasingly large and complicated data have been produced by observations, modeling and numerical simulations in the field of earth and planetary sciences. The target of this session is to discuss a broad range of practices and new knowledge of informatics, international standard and modelling, including techniques for large-scale data processing, visualization and numerical simulation, data preservation and publication, data transfer and collection and other data technologies with a vision to advance an emerging data-intensive science, namely "geoplanetary informatics".

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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)

9:15 AM - 9:30 AM

[MGI35-02] Automatic detection of hook echo by deep learning

*Koji Sassa¹, Masaya Yamawaki², Hirokaze Tanase³, Tomoya Kubo², Rie Honda¹ (1.Natural Science Cluster, Kochi University, 2.Faculty of Science and Technology, Kochi University, 3.Graduate School of Integrated Arts and Sciences, Kochi University)

9:30 AM - 9:45 AM

[MGI35-03] Smoke detection based on optical flow using the variance of multiple frames of video

*Kazutaka Kikuta¹, Yuki MURAKAMI¹, Ken T. Murata¹ (1.National Institute of Information and Communications Technology)

9:45 AM - 10:00 AM

[MGI35-04] Estimation of geothermal structure over Japan Island by machine learning incorporating various crustal information with application to geothermal resource assessment

*Yusei Ieki¹, Taiki Kubo¹, Katsuaki Koike¹ (1.Kyoto University)

10:00 AM - 10:15 AM

[MGI35-05] Introducing a real-time projection system for remote video in VR space using a 360-degree camera and a PTZ camera

*Tomohiro Kawanabe¹, Ken T. Murata¹, Kazunori Yamamoto¹, Junji Tokairin¹, Tsutomu Nagatsuma¹, Tomokazu Kawaguchi², Kei Sato², Shuhei Okayama³, Hiroyuki Tamura³, Toshiki Aoki⁴ (1.National Institute of Information and Communications Technology, 2.Kami Agriculture High School, 3.PHOTRON LIMITED, 4.CLEALINK TECHNOLOGY Co., Ltd.)

10:15 AM - 10:30 AM

[MGI35-06] An Image Stabilization Technique for Long-durational Outdoor Footages Obtained by Visual IoT Systems

*Yuki MURAKAMI¹, Ken T. Murata¹, Kazutaka Kikuta¹, Tomohiro Kawanabe¹, Takamichi Mizuhara², Toshiki Aoki², Kazunori Yamamoto¹, Tsutomu Nagatsuma¹, Kazuki Kobayashi³, Keiichiro Fukazawa⁴ (1.National Institute of Information and Communications Technology, 2.CLEALINKTECHNOLOGY Co.,Ltd., 3.Shinshu University, 4.Kyoto University)

Session information