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Short title
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Data-driven geoscience
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Oral presentation
Date/Room/Chair
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May 27 PM2 (16:15 - 18:00)
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201A
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Atsushi Okamoto
/ Takafumi Niihara
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May 28 AM1 (09:00 - 10:45)
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201A
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Kenta Ueki
/ Tatsu Kuwatani
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May 28 AM2 (11:00 - 11:45)
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201A
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Kengo Nakamura
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Poster presentation
Date/Room
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May 27 (Core Time 18:15 - 19:30)
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Convention Hall
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Contact
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Tatsu Kuwatani
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Email
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kuwatani@mail.kankyo.tohoku.ac.jp
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Convener
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Tatsu Kuwatani
/ Takeshi Komai
/ Hideaki Miyamoto
/ Katsuaki Koike
/ Takane Hori
/ Hiromichi Nagao
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Scope
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It is important to extract essential processes and structures from observed data sets in order to understand the dynamic behavior of the earth and planetary systems. Recently, many powerful methodologies have been proposed to extract useful information from high-dimensional data sets in information sciences. This session aims to provide an opportunity to gather various geoscientists to have a productive discussion for interdisciplinary collaborations.
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Notes
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| Time |
Presentation No |
Title |
Author |
Presenter |
Abstract |
|
Oral Presentation May 27 PM2 (16:15-18:00) 201A to the top
|
|
16:15 - 16:30
|
MTT40-01
|
Data-driven approaches to frontier of earth and planetary sciences
|
KUWATANI, Tatsu
NAGATA, Kenji
OKADA, Masato
other
|
KUWATANI, Tatsu
|
|
|
16:30 - 16:45
|
MTT40-02
|
Estimation of bulk composition for meteoritic samples using handheld XRF
|
NIIHARA, Takafumi
MIYAMOTO, Hideaki
HONG, Peng K.
other
|
NIIHARA, Takafumi
|
|
|
16:45 - 17:00
|
MTT40-03
|
Microscopic model for nucleation pathways of polymorphic minerals from solutions
|
OKAMOTO, Atsushi
KUWATANI, Tatsu
OMORI, Toshiaki
other
|
OKAMOTO, Atsushi
|
|
|
17:00 - 17:15
|
MTT40-04
|
Data-driven imaging of seismic wave field in the Tokyo metropolitan area based on lasso
|
MIZUSAKO, Sadanobu
NAGAO, Hiromichi
HIROSE, Kei
other
|
NAGAO, Hiromichi
|
|
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17:15 - 17:30
|
Invited
MTT40-05
|
AIC model selection in microboudin palaeo-piezometer
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MATUMURA, Taroujirou
MASUDA, Toshiaki
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MATUMURA, Taroujirou
|
|
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17:30 - 17:45
|
MTT40-06
|
Application of principal component analysis to seafloor basalt and its quantitative interpretation
|
UNO, Masaoki
KUWATANI, Tatsu
UEKI, Kenta
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UNO, Masaoki
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|
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17:45 - 18:00
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3-min talk in an oral session (MTT40-P01)
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Oral Presentation May 28 AM1 (09:00-10:45) 201A to the top
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|
09:00 - 09:15
|
MTT40-07
|
Distribution mechanism of heavy metals revealed by correspondence analysis in the Natori River, Send
|
NAKAMURA, Kengo
KUWATANI, Tatsu
KAWABE, Yoshishige
other
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NAKAMURA, Kengo
|
|
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09:15 - 09:30
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MTT40-08
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Spatial modeling of metal contents in a kuroko-type deposit with application to estimating ore-solutions paths
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UCHIKURA, Risa
KUBO, Taiki
LIU, Chunxue
other
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KOIKE, Katsuaki
|
|
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09:30 - 09:45
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MTT40-09
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Bayesian analysis of nonlinear dynamics in heterogeneous reactions -- toward understanding of rock-forming processes --
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OMORI, Toshiaki
KUWATANI, Tatsu
OKAMOTO, Atsushi
other
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OMORI, Toshiaki
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|
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09:45 - 10:00
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MTT40-10
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Deconvolution analysis of reflectance spectra of synthetic clinopyroxenes using the exchange Monte Carlo method
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HONG, Peng
MIYAMOTO, Hideaki
NAGATA, Kenji
other
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HONG, Peng
|
|
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10:00 - 10:15
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MTT40-11
|
Study on direction finding method based on sparsity
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OTA, Mamoru
KASAHARA, Yoshiya
GOTO, Yoshitaka
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OTA, Mamoru
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|
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10:15 - 10:30
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MTT40-12
|
Data-driven spatial modeling of frictional features at plate subduction zones
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KANO, Masayuki
SUZUKI, Akihiro
NAGAO, Hiromichi
other
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KANO, Masayuki
|
|
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10:30 - 10:45
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Invited
MTT40-13
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Principal Component Analysis based determination of chemical differentiation processes of volcanic rocks
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UEKI, Kenta
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UEKI, Kenta
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|
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Oral Presentation May 28 AM2 (11:00-11:45) 201A to the top
|
|
11:00 - 11:15
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MTT40-14
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Bayesian inversion with sparsity constraint for spatial distribution of afterslip
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NAKATA, Ryoko
KUWATANI, Tatsu
OKADA, Masato
other
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NAKATA, Ryoko
|
|
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11:15 - 11:30
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MTT40-15
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Cluster analyses on bulk elemental compositions of meteorites
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MIYAMOTO, Hideaki
NIIHARA, Takafumi
KURITANI, Takeshi
other
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MIYAMOTO, Hideaki
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11:30 - 11:45
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MTT40-16
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Application of advanced statistical analysis in geoscience and its evolution
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KOMAI, Takeshi
KUWATANI, Tatsu
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KOMAI, Takeshi
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|
| Presentation No |
Title |
Author |
Presenter |
Abstract |
|
Poster Presentation May 27 Core Time (18:15-19:30) Convention Hall to the top
|
|
MTT40-P01
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State and parameter estimation of numerical models of fault slip using data assimilations methods
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FUKUDA, Jun'ichi
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FUKUDA, Jun'ichi
|
|
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MTT40-P02
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A waveform display system based on SeisComP3, for efficiently browsing the seismic data of several different networks
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TO, Akiko
FUKAO, Yoshio
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TO, Akiko
|
|