Tue. May 22, 2018 1:45 PM - 3:15 PM 301A (3F International Conference Hall, Makuhari Messe)

[JJ] Oral
| M (Multidisciplinary and Interdisciplinary)
| M-GI General Geosciences, Information Geosciences & Simulations

[M-GI27] Data-driven geosciences

convener:Tatsu Kuwatani(Japan Agency for Marine-Earth Science and Technology), Hiromichi Nagao(Earthquake Research Institute, The University of Tokyo), Takane Hori(独立行政法人海洋研究開発機構・地震津波海域観測研究開発センター), Chairperson:Nagao Hiromichi(Earthquake Research Institute, The University of Tokyo), Yoshida Kenta(JAMSTEC)

Tue. May 22, 2018 3:30 PM - 5:00 PM 301A (3F International Conference Hall, Makuhari Messe)

[JJ] Oral
| M (Multidisciplinary and Interdisciplinary)
| M-GI General Geosciences, Information Geosciences & Simulations

[M-GI27] Data-driven geosciences

convener:Tatsu Kuwatani(Japan Agency for Marine-Earth Science and Technology), Hiromichi Nagao(Earthquake Research Institute, The University of Tokyo), Takane Hori(独立行政法人海洋研究開発機構・地震津波海域観測研究開発センター), Chairperson:Hori Takane, Ito Shin-ichi(東京大学地震研究所)

Wed. May 23, 2018 10:45 AM - 12:15 PM 301A (3F International Conference Hall, Makuhari Messe)

[JJ] Oral
| M (Multidisciplinary and Interdisciplinary)
| M-GI General Geosciences, Information Geosciences & Simulations

[M-GI27] Data-driven geosciences

convener:Tatsu Kuwatani(Japan Agency for Marine-Earth Science and Technology), Hiromichi Nagao(Earthquake Research Institute, The University of Tokyo), Takane Hori(独立行政法人海洋研究開発機構・地震津波海域観測研究開発センター), Chairperson:Kuwatani Tatsu(JAMSTEC), Matumura Taroujirou

Wed. May 23, 2018 1:45 PM - 3:15 PM Poster Hall (International Exhibition Hall7, Makuhari Messe)

[JJ] Poster
| M (Multidisciplinary and Interdisciplinary)
| M-GI General Geosciences, Information Geosciences & Simulations

[M-GI27] Data-driven geosciences

convener:Tatsu Kuwatani(Japan Agency for Marine-Earth Science and Technology), Hiromichi Nagao(Earthquake Research Institute, The University of Tokyo), Takane Hori(独立行政法人海洋研究開発機構・地震津波海域観測研究開発センター)

Wed. May 23, 2018 5:15 PM - 6:30 PM Poster Hall (International Exhibition Hall7, Makuhari Messe)

[JJ] Evening Poster
| M (Multidisciplinary and Interdisciplinary)
| M-GI General Geosciences, Information Geosciences & Simulations

[M-GI27] Data-driven geosciences

convener:Tatsu Kuwatani(Japan Agency for Marine-Earth Science and Technology), Hiromichi Nagao(Earthquake Research Institute, The University of Tokyo), Takane Hori(独立行政法人海洋研究開発機構・地震津波海域観測研究開発センター)

Sun. May 20, 2018 10:45 AM - 12:15 PM Poster Hall (International Exhibition Hall7, Makuhari Messe)

[EE] Poster
| S (Solid Earth Sciences)
| S-MP Mineralogy & Petrology

[S-MP34] Oceanic and Continental Subduction Processes

[SMP34-P08] The formation process of ultra-high pressure eclogite constrained from the origin mm-scale layering structure (Nové Dvory, the Moldanubian Zone of the Bohemian Massif)

*Atsushi Yasumoto¹, Takao Hirajima¹, Daisuke Nakamura², Kenta Yoshida³, Tatsu Kuwatani^3,4 (1.Graduate School of Science, Kyoto University, 2.Faculty of Sciences, Okayama University, 3.Japan Agency for Marine-Earth Science and Technology, 4.PRESTO, Japan Science and Technology Agency)

Sun. May 20, 2018 5:15 PM - 6:30 PM Poster Hall (International Exhibition Hall7, Makuhari Messe)

[EE] Evening Poster
| S (Solid Earth Sciences)
| S-MP Mineralogy & Petrology

[S-MP34] Oceanic and Continental Subduction Processes

[SMP34-P08] The formation process of ultra-high pressure eclogite constrained from the origin mm-scale layering structure (Nové Dvory, the Moldanubian Zone of the Bohemian Massif)

*Atsushi Yasumoto¹, Takao Hirajima¹, Daisuke Nakamura², Kenta Yoshida³, Tatsu Kuwatani^3,4 (1.Graduate School of Science, Kyoto University, 2.Faculty of Sciences, Okayama University, 3.Japan Agency for Marine-Earth Science and Technology, 4.PRESTO, Japan Science and Technology Agency)

Wed. May 23, 2018 10:45 AM - 12:15 PM Convention Hall B (CH-B) (2F International Conference Hall, Makuhari Messe)

[EE] Oral
| S (Solid Earth Sciences)
| S-CG Complex & General

[S-CG53] Science of slow earthquakes: Toward unified understandings of whole earthquake process

10:45 AM - 11:00 AM

[SCG53-07] Spatial distribution of long-term slow slip events beneath the Bungo Channel under sparsity constraints (II)

★Invited Papers

*Ryoko Nakata¹, Hideitsu Hino², Tatsu Kuwatani^3,4, Momo Tanaka⁵, Shoichi Yoshioka⁶, Masato Okada⁷, Takane Hori¹ (1.R and D Center for Earthquake and Tsunami, Japan Agency for Marine-Earth Science and Technology, 2.Department of Computer Science, University of Tsukuba, 3.Department of Solid Earth Geochemistry, Japan Agency for Marine-Earth Science and Technology, 4.PRESTO, Japan Science and Technology Agency, 5.Graduate School of Science, Kobe University, 6.Research Center for Urban Safety and Security, Kobe University, 7.Graduate School of Frontier Sciences, The University of Tokyo)

Mon. May 21, 2018 9:00 AM - 10:30 AM 106 (1F International Conference Hall, Makuhari Messe)

[JJ] Oral
| M (Multidisciplinary and Interdisciplinary)
| M-IS Intersection

[M-IS13] Integrated Analysis of Geoscience Observations from the Floor to Surface of the Ocean

9:00 AM - 9:15 AM

[MIS13-01] A total station plan combined with “Chikyu” and DONET: simultaneous observation from seafloor to atmosphere

*Keisuke Ariyoshi¹, Toru Miyama¹, Akira Kuwano-Yoshida², Masahide Wakita¹, Hiroshi Uchida¹, Kaoru Ichikawa³, Kan Aoike¹, Akira Nagano¹, Takuya Hasegawa¹, Shuhei Nishida¹, Yuya Machida¹, Takeshi Iinuma¹, Yasumasa Miyazawa¹, Tatsu Kuwatani¹, Mikiko Fujita¹, Akiko To⁴ (1.Japan Agency for Marine-Earth Science and Technology, 2.Disaster Prevention Research Institute, Kyoto University, 3.The Research Institute for Applied Mechanics, Kyushu University, 4.Institute of Earth Sciences, Academia Sinica)

Tue. May 22, 2018 1:45 PM - 3:15 PM 301A (3F International Conference Hall, Makuhari Messe)

[JJ] Oral
| M (Multidisciplinary and Interdisciplinary)
| M-GI General Geosciences, Information Geosciences & Simulations

[M-GI27] Data-driven geosciences

2:45 PM - 3:00 PM

[MGI27-05] Machine learning-based geochemical discrimination of magmatictectonic settings

*Kenta Ueki¹, Hideitsu Hino², Tatsu Kuwatani^1,3 (1.Japan Agency for Marine-Earth Science and Technology, 2.Graduate School of Systems and Information Engineering, University of Tsukuba, 3.PRESTO, Japan Science and Technology Agency (JST))

Tue. May 22, 2018 3:30 PM - 5:00 PM 301A (3F International Conference Hall, Makuhari Messe)

[JJ] Oral
| M (Multidisciplinary and Interdisciplinary)
| M-GI General Geosciences, Information Geosciences & Simulations

[M-GI27] Data-driven geosciences

3:45 PM - 4:00 PM

[MGI27-08] Hydrothermal experiments and data-driven approaches for water-rock reactions

*Atsushi Okamoto¹, Tatsu Kuwatani², Noriyoshi Tsuchiya¹ (1.Tohoku Univ, 2.JAMSTEC)

Wed. May 23, 2018 1:45 PM - 3:15 PM Poster Hall (International Exhibition Hall7, Makuhari Messe)

[JJ] Poster
| M (Multidisciplinary and Interdisciplinary)
| M-GI General Geosciences, Information Geosciences & Simulations

[M-GI27] Data-driven geosciences

[MGI27-P01] Geochemical database of Japanese islands based on published domestic data: standardization of metadata and chemical data

*Satoru Haraguchi¹, Kenta Ueki^1,2, Tatsu Kuwatani^1,3, Kenta Yoshida¹, Mika Mohammad¹, Shunsuke Horiuchi¹, Hikaru Iwamori^1,4 (1.Japan Agency for Marine-Earth Science and Technology, 2.Earthquake Research Institute, University of Tokyo, 3.PRESTO, Japan Science and Technology Agency (JST), 4.Department of Earth and Planetary Sciences, Tokyo Institute of Technology)

[MGI27-P02] A new clustering method for geochemical data using spatial contextual information: GEOFCM

*Kenta Yoshida¹, Tatsu Kuwatani¹, Atsushi Yasumoto², Satoru Haraguchi¹, Kenta Ueki¹, Hikaru Iwamori¹ (1.Japan Agency for Marine-earth Science and Technology, 2.Department of Geology and Mineralogy, Kyoto University)

[MGI27-P04] Identifications of shallow slow earthquakes based on deep learning in the Nankai trough

*Masaru Nakano¹, Daisuke Sugiyama¹, Takane Hori¹, Tatsu Kuwatani¹, Seiji Tsuboi¹ (1.Japan Agency for Marine-Earth Science and Technology)

[MGI27-P06] Data-driven approach for understanding and prediction of seismic activity

*Takane Hori¹, Tatsu Kuwatani^1,2, Toshiaki Omori³, Masato Okada⁴ (1.Japan Agency for Marine-Earth Science and Technology, 2.Japan Science and Technology Agency, 3.Graduate School of Engineering, Kobe University, 4.Graduate School of Frontier Sciences, The University of Tokyo)

[MGI27-P08] Bayesian estimation with replica exchange Monte Carlo method and application to geochemical problems

*Nagata Kenji^1,2, Tatsu Kuwatani^3,2, Shotaro Akaho¹, Hikaru Iwamori³ (1.National Institute of Advanced Industrial Science and Technology, 2.JST PRESTO, 3.Japan Agency for Marine-Earth Science and Technology)

[MGI27-P09] Progress and future prospects of data-driven analysis in solid-earth science

*Tatsu Kuwatani^1,2, Atsushi Okamoto³, Kenta Yoshida¹, Kengo Nakamura³, Noriyoshi Tsuchiya³, Takeshi Komai³ (1.Japan Agency for Marine-Earth Science and Technology, 2.Japan Science and Technology Agency, 3.Graduate School of Environmental Studies, Tohoku University, Japan)

Wed. May 23, 2018 5:15 PM - 6:30 PM Poster Hall (International Exhibition Hall7, Makuhari Messe)

[JJ] Evening Poster
| M (Multidisciplinary and Interdisciplinary)
| M-GI General Geosciences, Information Geosciences & Simulations

[M-GI27] Data-driven geosciences

[MGI27-P01] Geochemical database of Japanese islands based on published domestic data: standardization of metadata and chemical data

*Satoru Haraguchi¹, Kenta Ueki^1,2, Tatsu Kuwatani^1,3, Kenta Yoshida¹, Mika Mohammad¹, Shunsuke Horiuchi¹, Hikaru Iwamori^1,4 (1.Japan Agency for Marine-Earth Science and Technology, 2.Earthquake Research Institute, University of Tokyo, 3.PRESTO, Japan Science and Technology Agency (JST), 4.Department of Earth and Planetary Sciences, Tokyo Institute of Technology)

[MGI27-P02] A new clustering method for geochemical data using spatial contextual information: GEOFCM

*Kenta Yoshida¹, Tatsu Kuwatani¹, Atsushi Yasumoto², Satoru Haraguchi¹, Kenta Ueki¹, Hikaru Iwamori¹ (1.Japan Agency for Marine-earth Science and Technology, 2.Department of Geology and Mineralogy, Kyoto University)

[MGI27-P04] Identifications of shallow slow earthquakes based on deep learning in the Nankai trough

*Masaru Nakano¹, Daisuke Sugiyama¹, Takane Hori¹, Tatsu Kuwatani¹, Seiji Tsuboi¹ (1.Japan Agency for Marine-Earth Science and Technology)

[MGI27-P06] Data-driven approach for understanding and prediction of seismic activity

*Takane Hori¹, Tatsu Kuwatani^1,2, Toshiaki Omori³, Masato Okada⁴ (1.Japan Agency for Marine-Earth Science and Technology, 2.Japan Science and Technology Agency, 3.Graduate School of Engineering, Kobe University, 4.Graduate School of Frontier Sciences, The University of Tokyo)

[MGI27-P08] Bayesian estimation with replica exchange Monte Carlo method and application to geochemical problems

*Nagata Kenji^1,2, Tatsu Kuwatani^3,2, Shotaro Akaho¹, Hikaru Iwamori³ (1.National Institute of Advanced Industrial Science and Technology, 2.JST PRESTO, 3.Japan Agency for Marine-Earth Science and Technology)

[MGI27-P09] Progress and future prospects of data-driven analysis in solid-earth science

*Tatsu Kuwatani^1,2, Atsushi Okamoto³, Kenta Yoshida¹, Kengo Nakamura³, Noriyoshi Tsuchiya³, Takeshi Komai³ (1.Japan Agency for Marine-Earth Science and Technology, 2.Japan Science and Technology Agency, 3.Graduate School of Environmental Studies, Tohoku University, Japan)

Wed. May 23, 2018 10:45 AM - 12:15 PM Poster Hall (International Exhibition Hall7, Makuhari Messe)

[EJ] Poster
| M (Multidisciplinary and Interdisciplinary)
| M-AG Applied Geosciences

[M-AG32] Marine Earth Informatics

[MAG32-P02] Detection and identification of multiple-type earthquakes based on deep learning approach

*Masaru Nakano¹, Daisuke Sugiyama¹, Takane Hori¹, Tatsu Kuwatani¹, Seiji Tsuboi¹ (1.Japan Agency for Marine-Earth Science and Technology)

Wed. May 23, 2018 5:15 PM - 6:30 PM Poster Hall (International Exhibition Hall7, Makuhari Messe)

[EJ] Evening Poster
| M (Multidisciplinary and Interdisciplinary)
| M-AG Applied Geosciences

[M-AG32] Marine Earth Informatics

[MAG32-P02] Detection and identification of multiple-type earthquakes based on deep learning approach

*Masaru Nakano¹, Daisuke Sugiyama¹, Takane Hori¹, Tatsu Kuwatani¹, Seiji Tsuboi¹ (1.Japan Agency for Marine-Earth Science and Technology)

Tatsu Kuwatani

Convener, Chairperson

[M-GI27] Data-driven geosciences

[M-GI27] Data-driven geosciences

[M-GI27] Data-driven geosciences

[M-GI27] Data-driven geosciences

[M-GI27] Data-driven geosciences

Speaker, Author, Co-Author

[S-MP34] Oceanic and Continental Subduction Processes

[SMP34-P08] The formation process of ultra-high pressure eclogite constrained from the origin mm-scale layering structure (Nové Dvory, the Moldanubian Zone of the Bohemian Massif)

[S-MP34] Oceanic and Continental Subduction Processes

[SMP34-P08] The formation process of ultra-high pressure eclogite constrained from the origin mm-scale layering structure (Nové Dvory, the Moldanubian Zone of the Bohemian Massif)

[S-CG53] Science of slow earthquakes: Toward unified understandings of whole earthquake process

[SCG53-07] Spatial distribution of long-term slow slip events beneath the Bungo Channel under sparsity constraints (II)

★Invited Papers

[M-IS13] Integrated Analysis of Geoscience Observations from the Floor to Surface of the Ocean

[MIS13-01] A total station plan combined with “Chikyu” and DONET: simultaneous observation from seafloor to atmosphere

[M-GI27] Data-driven geosciences

[MGI27-05] Machine learning-based geochemical discrimination of magmatictectonic settings

[M-GI27] Data-driven geosciences

[MGI27-08] Hydrothermal experiments and data-driven approaches for water-rock reactions

[M-GI27] Data-driven geosciences

[MGI27-P01] Geochemical database of Japanese islands based on published domestic data: standardization of metadata and chemical data

[MGI27-P02] A new clustering method for geochemical data using spatial contextual information: GEOFCM

[MGI27-P04] Identifications of shallow slow earthquakes based on deep learning in the Nankai trough

[MGI27-P06] Data-driven approach for understanding and prediction of seismic activity

[MGI27-P08] Bayesian estimation with replica exchange Monte Carlo method and application to geochemical problems

[MGI27-P09] Progress and future prospects of data-driven analysis in solid-earth science

[M-GI27] Data-driven geosciences

[MGI27-P01] Geochemical database of Japanese islands based on published domestic data: standardization of metadata and chemical data

[MGI27-P02] A new clustering method for geochemical data using spatial contextual information: GEOFCM

[MGI27-P04] Identifications of shallow slow earthquakes based on deep learning in the Nankai trough

[MGI27-P06] Data-driven approach for understanding and prediction of seismic activity

[MGI27-P08] Bayesian estimation with replica exchange Monte Carlo method and application to geochemical problems

[MGI27-P09] Progress and future prospects of data-driven analysis in solid-earth science

[M-AG32] Marine Earth Informatics

[MAG32-P02] Detection and identification of multiple-type earthquakes based on deep learning approach

[M-AG32] Marine Earth Informatics

[MAG32-P02] Detection and identification of multiple-type earthquakes based on deep learning approach