Mon. May 27, 2019 10:45 AM - 12:15 PM A08 (TOKYO BAY MAKUHARI HALL)

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

[M-GI33] Data-driven geosciences

convener:Tatsu Kuwatani(Japan Agency for Marine-Earth Science and Technology), Hiromichi Nagao(Earthquake Research Institute, The University of Tokyo), Kenta Ueki(Japan Agency for Marine-Earth Science and Technology), Masayuki Kano(Graduate school of science, Tohoku University), Chairperson:Kenta Ueki, Masayuki Kano(東北大学大学院理学研究科地球物理学専攻)

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

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

[M-GI33] Data-driven geosciences

convener:Tatsu Kuwatani(Japan Agency for Marine-Earth Science and Technology), Hiromichi Nagao(Earthquake Research Institute, The University of Tokyo), Kenta Ueki(Japan Agency for Marine-Earth Science and Technology), Masayuki Kano(Graduate school of science, Tohoku University)

Mon. May 27, 2019 5:15 PM - 6:30 PM Poster Hall (International Exhibition Hall8, Makuhari Messe)

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

[M-GI33] Data-driven geosciences

convener:Tatsu Kuwatani(Japan Agency for Marine-Earth Science and Technology), Hiromichi Nagao(Earthquake Research Institute, The University of Tokyo), Kenta Ueki(Japan Agency for Marine-Earth Science and Technology), Masayuki Kano(Graduate school of science, Tohoku University)

Mon. May 27, 2019 3:30 PM - 5:00 PM A08 (TOKYO BAY MAKUHARI HALL)

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

[M-GI33] Data-driven geosciences

convener:Tatsu Kuwatani(Japan Agency for Marine-Earth Science and Technology), Hiromichi Nagao(Earthquake Research Institute, The University of Tokyo), Kenta Ueki(Japan Agency for Marine-Earth Science and Technology), Masayuki Kano(Graduate school of science, Tohoku University), Chairperson:Tatsu Kuwatani(JAMSTEC), Suguru Yabe(JAMSTEC)

Wed. May 29, 2019 1:45 PM - 3:15 PM Poster Hall (International Exhibition Hall8, Makuhari Messe)

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

[S-MP32] Deformed rocks, Metamorphic rocks and Tectonics

[SMP32-P21] Dissolution kinetics of forsterite olivine at >200 °C: implication for the kinetics of serpentinization.

*Ryosuke Oyanagi¹, Tatsu Kuwatani¹, Katsuhiko Suzuki¹ (1.Japan Agency for Marine-Earth Science and Technology)

Wed. May 29, 2019 5:15 PM - 6:30 PM Poster Hall (International Exhibition Hall8, Makuhari Messe)

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

[S-MP32] Deformed rocks, Metamorphic rocks and Tectonics

[SMP32-P21] Dissolution kinetics of forsterite olivine at >200 °C: implication for the kinetics of serpentinization.

*Ryosuke Oyanagi¹, Tatsu Kuwatani¹, Katsuhiko Suzuki¹ (1.Japan Agency for Marine-Earth Science and Technology)

Wed. May 29, 2019 3:30 PM - 5:00 PM A08 (TOKYO BAY MAKUHARI HALL)

[J] Oral
| S (Solid Earth Sciences )
| S-MP Mineralogy & Petrology

[S-MP32] Deformed rocks, Metamorphic rocks and Tectonics

4:00 PM - 4:15 PM

[SMP32-15] Modeling of the progressive evolution of subducting slab composition by sparse modeling

*Kenta Yoshida¹, Tatsu Kuwatani^1,2, Kenta Ueki¹, Ryosuke Oyanagi¹, Shotaro Akaho³ (1.Japan Agency for Marine-earth Science and Technology (JAMSTEC), 2.PRESTO, Japan Science and Technology Agency, 3.National Institute of Advanced Industrial Science and Technology (AIST))

Wed. May 29, 2019 10:45 AM - 12:15 PM Poster Hall (International Exhibition Hall8, Makuhari Messe)

[E] Poster
| S (Solid Earth Sciences )
| S-CG Complex & General

[S-CG48] Science of slow earthquakes: Toward unified understandings of whole earthquake process

[SCG48-P32] Spatial distribution of slow slip events off the Boso peninsula from 1996 to 2018 under sparsity constraints

*Ryoko Nakata¹, Hideitsu Hino², Tatsu Kuwatani^3,4, Takahiro Akiyama⁵, Shoichi Yoshioka⁶, Masato Okada⁷, Takane Hori¹ (1.Japan Agency for Marine-Earth Science and Technology, 2.The Institute of Statistical Mathematics, 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)

Wed. May 29, 2019 5:15 PM - 6:30 PM Poster Hall (International Exhibition Hall8, Makuhari Messe)

[E] Poster
| S (Solid Earth Sciences )
| S-CG Complex & General

[S-CG48] Science of slow earthquakes: Toward unified understandings of whole earthquake process

[SCG48-P32] Spatial distribution of slow slip events off the Boso peninsula from 1996 to 2018 under sparsity constraints

*Ryoko Nakata¹, Hideitsu Hino², Tatsu Kuwatani^3,4, Takahiro Akiyama⁵, Shoichi Yoshioka⁶, Masato Okada⁷, Takane Hori¹ (1.Japan Agency for Marine-Earth Science and Technology, 2.The Institute of Statistical Mathematics, 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)

Sun. May 26, 2019 3:30 PM - 5:00 PM Poster Hall (International Exhibition Hall8, Makuhari Messe)

[J] Poster
| M (Multidisciplinary and Interdisciplinary)
| M-IS Intersection

[M-IS24] Integrated Analysis of Geoscience Observations from the Floor to Surface of the Ocean

[MIS24-P01] A simultaneous observation from seafloor to atmosphere by using “Chikyu” and DONET

*Keisuke Ariyoshi¹, Takeshi Iinuma¹, Shuhei Nishida¹, Yuya Machida¹, Yasumasa Miyazawa¹, Toru Miyama¹, Hiroshi Uchida¹, Akira Nagano¹, Masahide Wakita¹, Mikiko Fujita¹, Tatsu Kuwatani¹, Amane Fujiwara¹, Katsunori Kimoto¹, Yoshiyuki Nakano¹, Yoshimi Kawai¹, Kaoru Ichikawa², Takuya Hasegawa⁵, Akira Kuwano-Yoshida³, Akiko Toh⁴ (1.Japan Agency for Marine-Earth Science and Technology, 2.Kyusyu University, 3.Kyoto University, 4.The University of Tokyo, 5.Tohoku University)

Sun. May 26, 2019 5:15 PM - 6:30 PM Poster Hall (International Exhibition Hall8, Makuhari Messe)

[J] Poster
| M (Multidisciplinary and Interdisciplinary)
| M-IS Intersection

[M-IS24] Integrated Analysis of Geoscience Observations from the Floor to Surface of the Ocean

[MIS24-P01] A simultaneous observation from seafloor to atmosphere by using “Chikyu” and DONET

*Keisuke Ariyoshi¹, Takeshi Iinuma¹, Shuhei Nishida¹, Yuya Machida¹, Yasumasa Miyazawa¹, Toru Miyama¹, Hiroshi Uchida¹, Akira Nagano¹, Masahide Wakita¹, Mikiko Fujita¹, Tatsu Kuwatani¹, Amane Fujiwara¹, Katsunori Kimoto¹, Yoshiyuki Nakano¹, Yoshimi Kawai¹, Kaoru Ichikawa², Takuya Hasegawa⁵, Akira Kuwano-Yoshida³, Akiko Toh⁴ (1.Japan Agency for Marine-Earth Science and Technology, 2.Kyusyu University, 3.Kyoto University, 4.The University of Tokyo, 5.Tohoku University)

Mon. May 27, 2019 10:45 AM - 12:15 PM A08 (TOKYO BAY MAKUHARI HALL)

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

[M-GI33] Data-driven geosciences

11:15 AM - 11:30 AM

[MGI33-02] Sparse modeling based feature selection of magmatic tectonic settings

*Kenta Ueki¹, Hideitsu Hino², Tatsu Kuwatani^1,3 (1.Japan Agency for Marine-Earth Science and Technology, 2.The Institute of Statistical Mathematics, 3.Japan Science and Technology Agency)

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

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

[M-GI33] Data-driven geosciences

[MGI33-P01] The geochemical database “DODAI” with high-precision location coordinates

*Satoru Haraguchi¹, Kenta Ueki¹, Kenta Yoshida¹, Tatsu Kuwatani^1,3, Mika Mohamed¹, Hikaru Iwamori^1,2,4 (1.Japan Agency for Marine-Earth Science and Technology, 2.Earthquake Research Insititute, the University of Tokyo, 3.PRESTO, 4.Tokyo Institute of Technology)

[MGI33-P05] Sparse Modeling of Nonlinear Dynamics in Heterogeneous Reactions

*Masaki Ito¹, Tatsu Kuwatani², Ryosuke Oyanagi², Toshiaki Omori¹ (1.Kobe University, 2.JAMSTEC)

[MGI33-P07] Data-driven estimation of material transfer from bulk compositions

*Tatsu Kuwatani^1,2, Kenta Yoshida¹, Kenta Ueki¹, Ryosuke Oyanagi¹, Masaoki Uno³, Shotaro Akaho⁴ (1.Japan Agency for Marine-Earth Science and Technology, 2.Japan Science and Technology Agency, 3.Graduate School of Environmental Studies, Tohoku University, 4.National Institute of Advanced Industrial Science and Technology)

Mon. May 27, 2019 5:15 PM - 6:30 PM Poster Hall (International Exhibition Hall8, Makuhari Messe)

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

[M-GI33] Data-driven geosciences

[MGI33-P01] The geochemical database “DODAI” with high-precision location coordinates

*Satoru Haraguchi¹, Kenta Ueki¹, Kenta Yoshida¹, Tatsu Kuwatani^1,3, Mika Mohamed¹, Hikaru Iwamori^1,2,4 (1.Japan Agency for Marine-Earth Science and Technology, 2.Earthquake Research Insititute, the University of Tokyo, 3.PRESTO, 4.Tokyo Institute of Technology)

[MGI33-P05] Sparse Modeling of Nonlinear Dynamics in Heterogeneous Reactions

*Masaki Ito¹, Tatsu Kuwatani², Ryosuke Oyanagi², Toshiaki Omori¹ (1.Kobe University, 2.JAMSTEC)

[MGI33-P07] Data-driven estimation of material transfer from bulk compositions

*Tatsu Kuwatani^1,2, Kenta Yoshida¹, Kenta Ueki¹, Ryosuke Oyanagi¹, Masaoki Uno³, Shotaro Akaho⁴ (1.Japan Agency for Marine-Earth Science and Technology, 2.Japan Science and Technology Agency, 3.Graduate School of Environmental Studies, Tohoku University, 4.National Institute of Advanced Industrial Science and Technology)

Mon. May 27, 2019 3:30 PM - 5:00 PM A08 (TOKYO BAY MAKUHARI HALL)

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

[M-GI33] Data-driven geosciences

4:00 PM - 4:15 PM

[MGI33-07] Specifying rate constants and reaction path on the water-rock chemical reaction based on exchange Monte Carlo method and sparse modeling

*Ryosuke Oyanagi¹, Tatsu Kuwatani¹, Omori Toshiaki² (1.Japan Agency for Marine-Earth Science and Technology, 2.Kobe University)

Tatsu Kuwatani

Convener, Chairperson

[M-GI33] Data-driven geosciences

[M-GI33] Data-driven geosciences

[M-GI33] Data-driven geosciences

[M-GI33] Data-driven geosciences

Speaker, Author, Co-Author

[S-MP32] Deformed rocks, Metamorphic rocks and Tectonics

[SMP32-P21] Dissolution kinetics of forsterite olivine at >200 °C: implication for the kinetics of serpentinization.

[S-MP32] Deformed rocks, Metamorphic rocks and Tectonics

[SMP32-P21] Dissolution kinetics of forsterite olivine at >200 °C: implication for the kinetics of serpentinization.

[S-MP32] Deformed rocks, Metamorphic rocks and Tectonics

[SMP32-15] Modeling of the progressive evolution of subducting slab composition by sparse modeling

[S-CG48] Science of slow earthquakes: Toward unified understandings of whole earthquake process

[SCG48-P32] Spatial distribution of slow slip events off the Boso peninsula from 1996 to 2018 under sparsity constraints

[S-CG48] Science of slow earthquakes: Toward unified understandings of whole earthquake process

[SCG48-P32] Spatial distribution of slow slip events off the Boso peninsula from 1996 to 2018 under sparsity constraints

[M-IS24] Integrated Analysis of Geoscience Observations from the Floor to Surface of the Ocean

[MIS24-P01] A simultaneous observation from seafloor to atmosphere by using “Chikyu” and DONET

[M-IS24] Integrated Analysis of Geoscience Observations from the Floor to Surface of the Ocean

[MIS24-P01] A simultaneous observation from seafloor to atmosphere by using “Chikyu” and DONET

[M-GI33] Data-driven geosciences

[MGI33-02] Sparse modeling based feature selection of magmatic tectonic settings

[M-GI33] Data-driven geosciences

[MGI33-P01] The geochemical database “DODAI” with high-precision location coordinates

[MGI33-P05] Sparse Modeling of Nonlinear Dynamics in Heterogeneous Reactions

[MGI33-P07] Data-driven estimation of material transfer from bulk compositions

[M-GI33] Data-driven geosciences

[MGI33-P01] The geochemical database “DODAI” with high-precision location coordinates

[MGI33-P05] Sparse Modeling of Nonlinear Dynamics in Heterogeneous Reactions

[MGI33-P07] Data-driven estimation of material transfer from bulk compositions

[M-GI33] Data-driven geosciences

[MGI33-07] Specifying rate constants and reaction path on the water-rock chemical reaction based on exchange Monte Carlo method and sparse modeling