Mon, Aug 27 AM 10:00 - 11:40 |
(1) |
10:00-10:25 |
Climate Forecasting by ConvLSTM on Segmented Region |
Ekasit Phermphoonphiphat (Osaka Univ.), Tomohiko Tomita (Kumamoto Univ.), Masayuki Numao, Ken-ichi Fukui (Osaka Univ.) |
(2) |
10:25-10:50 |
Study on Physics-guided Learning of Deep Neural Network |
Junya Tanaka (Osaka Univ), Tomohiko Tomita (Kumamoto Univ), Masayuki Numao, Ken-ichi Fukui (Osaka Univ) |
(3) |
10:50-11:15 |
Development of tropical-cyclone detection method using machine learning |
Takuro Kanasaki, Hironori Fudeyasu, Koki Kase (YNU), Daisuke Matsuoka (JAMSTEC), Ryuji Yoshida (RIKEN) |
(4) |
11:15-11:40 |
Detection of Precursors of Tropical Cyclone from Cloud-Resolving Atmospheric Simulation Data using Deep Learning |
Daisuke Matsuoka, Masuo Nakano, Daisuke Sugiyama (JAMSTEC), Seiichi Uchida (Kyushu Univ.) |
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11:40-13:00 |
Lunch Break ( 80 min. ) |
Mon, Aug 27 PM 13:00 - 14:40 |
(5) |
13:00-13:25 |
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Shigeki Hosoda (JAMSTEC) |
(6) |
13:25-13:50 |
Learning ARGO Profiles by using the Signature Method |
Nozomi Sugiura, Shigeki Hosoda (JAMSTEC) |
(7) |
13:50-14:15 |
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(8) |
14:15-14:40 |
Temporal Variability of Precipitation Events in Fukuoka, Kumamoto, and Kagoshima in Kyusyu |
Naoki Matsumoto, Kenta Ogino (Kumamoto Univ.), Ken-ichi Fukui (Osaka Univ.), Tomohiko Tomita (Kumamoto Univ.) |
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14:40-15:00 |
Break ( 20 min. ) |
Mon, Aug 27 PM 15:00 - 20:00 |
(9) |
15:00-15:25 |
A Preliminary Study on Change Point Detection Using Convolutional Neural Network and Visualization of Range of Interests for Weather Time Series Data |
Sotaro Maehara (Kagoshima Univ.), Ken-ichi Fukui (Osaka Univ.), Tomohiko Tomita (Kumamoto Univ.), Satoshi Ono (Kagoshima Univ.) |
(10) |
15:25-15:50 |
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Shin'ichiro Kako, Ayato Udo, Shohei Morita, Tetusya Taneda (Kagoshima Univ.) |
(11) |
15:50-16:15 |
Bayesian Inference for Field of Physical Quantity from Data obtained at several Locations |
Masato Ota, Takeshi Okadome (KG Univ.) |
(12) |
16:15-16:40 |
Abandoned Farmland Mapping Using Satellite Data and Machine Learning, and Abandonment Probability Modeling by Field and Geographical Factors |
Yohei Yamaguchi, Takashi Machimura, Takanori Matsui (Osaka Univ.) |
(13) |
17:00-17:50 |
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(14) |
18:00-20:00 |
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