Kuwatani Tatsu 桑谷立

Researcher Number	60646785
Other IDs
Affiliation (Current)	2025: 国立研究開発法人海洋研究開発機構, 海域地震火山部門(火山・地球内部研究センター), センター長代理
Affiliation (based on the past Project Information) *help	2022 – 2024: 国立研究開発法人海洋研究開発機構, 海域地震火山部門(火山・地球内部研究センター), グループリーダー 2021 – 2022: 国立研究開発法人海洋研究開発機構, 海域地震火山部門(火山・地球内部研究センター), グループリーダー代理 2020 – 2021: 国立研究開発法人海洋研究開発機構, 海域地震火山部門(火山・地球内部研究センター), 主任研究員 2019 – 2020: 国立研究開発法人海洋研究開発機構, 海域地震火山部門(火山・地球内部研究センター), 副主任研究員 2018 – 2019: 国立研究開発法人海洋研究開発機構, 海域地震火山部門(火山・地球内部研究センター), 研究員 … More 2015 – 2019: 国立研究開発法人海洋研究開発機構, 地球内部物質循環研究分野, 研究員 2017: 海洋研究開発機構, 地球内部物質循環研究分野, 研究員 2013 – 2014: 東北大学, 環境科学研究科, 助教 Less
Review Section/Research Field	Principal Investigator Basic Section 17040:Solid earth sciences-related / Medium-sized Section 17:Earth and planetary science and related fields / Petrology/Mineralogy/Economic geology Except Principal Investigator Complex systems / Basic Section 17040:Solid earth sciences-related / Medium-sized Section 25:Social systems engineering, safety engineering, disaster prevention engineering, and related fields / Basic Section 25030:Disaster prevention engineering-related / Medium-sized Section 41:Agricultural economics and rural sociology, agricultural engineering, and related fields / Basic Section 17030:Human geosciences-related / Statistical science / Soft computing
Keywords	Principal Investigator データ駆動 / ベイズ推論 / 機械学習 / スパースモデリング / トモグラフィ / モデル選択 / 地殻流体 / パターンマッチング / 掘削コア / 層序学 … More / 地層対比 / 可視化 / 統計分布 / XRFコアスキャナ / 化学組成 / 疎性モデリング / 機会楽手 / 物質移動 / 岩石学 / 地球化学 / 温度圧力履歴 / 熱力学インバージョン / 岩石組織 / 多変量解析 / 逆問題 / 化学組成データ / データ駆動科学 / 変成岩 … More Except Principal Investigator スパースモデリング / 機械学習 / 津波堆積物 / 地球化学調査 / ベイズ推論 / 地球化学 / データ駆動 / 火山性地震観測 / 伊豆大島火山 / 分布型音響センシング / 海域火山性地震観測 / 粒子追跡シミュレーション / 海底火山 / 軽石 / ハザードマップ / 強化学習 / 環境制御 / AIサロゲート解析 / 浸透流 / 深層強化学習 / 土壌中水物質移動 / 水・物質移動 / 非破壊診断技術 / 深層地盤環境 / 地盤環境 / 深層地盤 / 物理探査 / デジタルツイン / 深層学習 / デジタル情報化 / 非破壊診断 / 地盤中水物質移動 / 統計数理 / 火道進化 / 噴火推移 / システマティックス / 火山灰 / 火山噴火推移 / 流体岩石相互作用 / 沈み込み帯 / 交代作用 / 蛇紋岩メランジュ / 噴火シグナル / スロー地震 / 噴火イベント / 巨大地震の準備過程 / SINDy / 非火山性微動 / 周波数特性 / 画像認識 / 畳み込みニューラルネットワーク / ニューラルネットワーク / 低周波地震 / テクトニック微動 / 噴火地震 / 火山性微動 / 防災・減災 / 地球化学分析 / 歴史津波堆積物 / 次元圧縮 / 津波防災 / データ駆動解析 / 高次元データ / 惑星科学 / 地球科学 / MRI画像 / 巨大ブラックホールの撮像 / 磁気共鳴医学 / 火星リモートセンシング / データ駆動科学 / データ駆動科学の数理基盤 / 情報数理の基盤形成 / 領域横断的分野交流 / 国際会議開催 / 若手人材育成 / 三つのレベル / 数理基盤形成 / モデリング原理の確立 / データ駆動科学の実践 / 高次元データ駆動科学 / 摩擦 / 地震波 / マルコフ連鎖モンテカルロ法 / Ginzburg-Landau方程式 / モデリング / 時系列解析 / 地震 / 不確実性評価 / 最適化 / 4次元変分法 / データ同化 / 潜在構想 / ビッグデータ / 潜在構造 / イメージング / 画像処理 / ベイズ推定 / 地殻流体 / 津波 / 岩石・鉱物・考証学 / 環境質定量化・予測 / 岩石 / 地球化学データ / 学融合型共同研究 / モデル化 / 地質学 / 変成岩 / 土壌 / 固体地球科学 / データ解析 Less

Quantitative imaging of Earth's interior materials based on Bayesian sensingPrincipal Investigator
- Principal Investigator
  
  桑谷立
- Project Period (FY)
  2024 – 2027
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 17040:Solid earth sciences-related
- Research Institution
  Japan Agency for Marine-Earth Science and Technology
高精度軽石漂流予測に基づくインタラクティブハザードマップの作成
- Principal Investigator
  
  西川悠
- Project Period (FY)
  2024 – 2026
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 25030:Disaster prevention engineering-related
- Research Institution
  Japan Agency for Marine-Earth Science and Technology
Data-driven stratigraphic correlation system for drilling coresPrincipal Investigator
- Principal Investigator
  
  桑谷立
- Project Period (FY)
  2022 – 2024
- Research Category
  
  Grant-in-Aid for Challenging Research (Exploratory)
- Review Section
  
  Medium-sized Section 17:Earth and planetary science and related fields
- Research Institution
  Japan Agency for Marine-Earth Science and Technology
光海底ケーブルを利用した火山観測システムの構築とその活用
- Principal Investigator
  
  小野重明
- Project Period (FY)
  2022 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Review Section
  
  Medium-sized Section 25:Social systems engineering, safety engineering, disaster prevention engineering, and related fields
- Research Institution
  Japan Agency for Marine-Earth Science and Technology
Development of mesoscale experimental geophysical exploration technique and its application to learning for dynamics in deeper subsurface environment through controling it
- Principal Investigator
  
  黒田清一郎
- Project Period (FY)
  2021 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Review Section
  
  Medium-sized Section 41:Agricultural economics and rural sociology, agricultural engineering, and related fields
- Research Institution
  National Agriculture and Food Research Organization
機械学習で読み解く蛇紋岩メランジュ形成の過程と影響
- Principal Investigator
  
  森康
- Project Period (FY)
  2020 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 17040:Solid earth sciences-related
- Research Institution
  Kitakyushu Museum of Natural History and Human History
Research on the relationship between eruption sequence and conduit evolution processes by constructing volcanic ash systematics
- Principal Investigator
  
  Shimano Taketo
- Project Period (FY)
  2020 – 2023
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 17030:Human geosciences-related
- Research Institution
  Kagoshima University
  Tokoha University
Data-driven science and solid-earth geochemistryPrincipal Investigator
- Principal Investigator
  
  Kuwatani Tatsu
- Project Period (FY)
  2019 – 2021
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 17040:Solid earth sciences-related
- Research Institution
  Japan Agency for Marine-Earth Science and Technology
Development of detection methods of slow earthquakes and volcanic eruption signals based on machine learning
- Principal Investigator
  
  Nakano Masaru
- Project Period (FY)
  2019 – 2021
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 17040:Solid earth sciences-related
- Research Institution
  Japan Agency for Marine-Earth Science and Technology
High precision discrimination of paleo-tsunami deposits using high dimensional data driven analysis
- Principal Investigator
  
  Takeshi Komai
- Project Period (FY)
  2018 – 2020
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Review Section
  
  Medium-sized Section 25:Social systems engineering, safety engineering, disaster prevention engineering, and related fields
- Research Institution
  Tohoku University
Innovative four-dimensional variation method for data assimilation based on large-scale models
- Principal Investigator
  
  Nagao Hiromichi
- Project Period (FY)
  2017 – 2019
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Statistical science
- Research Institution
  The University of Tokyo
Data-driven approach for new-generation petrologyPrincipal Investigator
- Principal Investigator
  
  KUWATANI Tatsu
- Project Period (FY)
  2015 – 2018
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Petrology/Mineralogy/Economic geology
- Research Institution
  Japan Agency for Marine-Earth Science and Technology
Support for the international activities of sparse modeling
- Principal Investigator
  
  Okada Masato
- Project Period (FY)
  2015 – 2017
- Research Category
  
  Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
- Review Section
  
  Complex systems
- Research Institution
  The University of Tokyo
Earth Process Model Development by Data Driven Analysis based on Sparse Modeling
- Principal Investigator
  
  Komai Takeshi
- Project Period (FY)
  2013 – 2017
- Research Category
  
  Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
- Review Section
  
  Complex systems
- Research Institution
  Tohoku University
Extraction of Latent Structure from Imaging Data Using Markov Random Field Models
- Principal Investigator
  
  Okada Masato
- Project Period (FY)
  2013 – 2016
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Soft computing
- Research Institution
  The University of Tokyo
Support and publicity for initialtive for High-dimensional Data-Driven Science through deepening of sparse modeling
- Principal Investigator
  
  Okada Masato
- Project Period (FY)
  2013 – 2017
- Research Category
  
  Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
- Review Section
  
  Complex systems
- Research Institution
  The University of Tokyo

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All Journal Article Presentation Book Patent

[Book] 図説地球科学の事典ビッグデータ解析2018
- Author(s)
  桑谷立、岩森光
- Total Pages
  12
- Publisher
  朝倉書店
- Data Source
  KAKENHI-PROJECT-18H03820
[Journal Article] An Introduction to SGTPPR: Sparse Geochemical Tectono‐Magmatic Setting Probabilistic MembershiP DiscriminatoR2024
- Author(s)
  Ueki Kenta、Hino Hideitsu、Kuwatani Tatsu
- Journal Title
  
  Geochemistry, Geophysics, Geosystems
  
  Volume: 25 Issue: 2 Pages: 1-10
- DOI
  10.1029/2023gc011237
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K04026, KAKENHI-PROJECT-20H01986
[Journal Article] Estimating Layer Boundaries of Mixed-layer Tsunami Deposits with a XRF Core Scanner2023
- Author(s)
  中村謙吾, 桑谷立, 駒井武
- Journal Title
  
  Journal of Geography (Chigaku Zasshi)
  
  Volume: 132 Issue: 5 Pages: 403-415
- DOI
  10.5026/jgeography.132.403
- ISSN
  0022-135X, 1884-0884
- Year and Date
  2023-10-25
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-22K18742
[Journal Article] Simulated distributions of pumice rafts in Japan following eruptions at volcanic islands and submarine volcanoes.2023
- Author(s)
  Nishikawa, H., Kuwatani, T., Tada, N., Watanabe K.H.
- Journal Title
  
  Progress in Earth and Planetary Science
  
  Volume: 10 Issue: 1 Pages: 21-21
- DOI
  10.1186/s40645-023-00552-4
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20H01986, KAKENHI-PROJECT-20K04105, KAKENHI-PLANNED-22H05201, KAKENHI-PROJECT-23K20893
[Journal Article] XRFコアスキャナーを用いた混合層中の津波堆積物の層境界の推定2023
- Author(s)
  中村謙吾・桑谷立・駒井武
- Journal Title
  
  地学雑誌
  
  Volume: 132
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-22K18742
[Journal Article] XRFコアスキャンデータを用いた地層の統計的対比：津波堆積物層への適用による概念実証2023
- Author(s)
  桑谷立・酒井俊元・中村謙吾・駒井武
- Journal Title
  
  地学雑誌
  
  Volume: 132
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-22K18742
[Journal Article] A New Geochemical Database of Kikai Caldera Eruption Products: Progress Towards Comprehensive Understanding of Kikai Caldera Magmatism2023
- Author(s)
  上木賢太, 原口悟, 吉田健太, 桑谷立, 浜田盛久, Iona McIntosh, 宮崎隆, 羽生毅
- Journal Title
  
  BULLETIN OF THE VOLCANOLOGICAL SOCIETY OF JAPAN
  
  Volume: 68 Issue: 1 Pages: 3-21
- DOI
  10.18940/kazan.68.1_3
- ISSN
  0453-4360, 2189-7182
- Year and Date
  2023-03-31
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18K03812, KAKENHI-PROJECT-19K04026, KAKENHI-PROJECT-20H01986
[Journal Article] Statistical Correlation for Geological Layers Using XRF Core Scan Data: Proof of Concept in Application to Tsunami Deposits2023
- Author(s)
  桑谷立, 酒井俊元, 中村謙吾, 駒井武
- Journal Title
  
  Journal of Geography (Chigaku Zasshi)
  
  Volume: 132 Issue: 5 Pages: 367-384
- DOI
  10.5026/jgeography.132.367
- ISSN
  0022-135X, 1884-0884
- Year and Date
  2023-10-25
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-22K18742
[Journal Article] Super-Resolution and Feature Extraction for Ocean Bathymetric Maps Using Sparse Coding2022
- Author(s)
  Yutani Taku、Yono Oak、Kuwatani Tatsu、Matsuoka Daisuke、Kaneko Junji、Hidaka Mitsuko、Kasaya Takafumi、Kido Yukari、Ishikawa Yoichi、Ueki Toshiaki、Kikawa Eiichi
- Journal Title
  
  Sensors
  
  Volume: 22 Issue: 9 Pages: 3198-3198
- DOI
  10.3390/s22093198
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K04027
[Journal Article] Hyperparameter estimation using a resolution matrix for Bayesian sensing2022
- Author(s)
  Kuwatani, T., Hino, H., Nagata, K., Kawashima, T., Toriumi, M., Okada, M.
- Journal Title
  
  Inverse Problems
  
  Volume: 38 Issue: 12 Pages: 124004-124004
- DOI
  10.1088/1361-6420/ac93ad
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20H01986
[Journal Article] Extracting the geochemical characteristics of magmas in different global tectono-magmatic settings using sparse modeling2022
- Author(s)
  Ueki Kenta、Hino Hideitsu、Kuwatani Tatsu
- Journal Title
  
  Frontiers in Earth Science
  
  Volume: 10 Pages: 994580-994580
- DOI
  10.3389/feart.2022.994580
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K04026, KAKENHI-PROJECT-20H01986, KAKENHI-PROJECT-23K24909
[Journal Article] Magnetization structure of Nishinoshima volcano, Ogasawara island arc, obtained from magnetic surveys using an unmanned aerial vehicle2021
- Author(s)
  Tada Noriko、Ichihara Hiroshi、Nakano Masaru、Utsugi Mitsuru、Koyama Takao、Kuwatani Tatsu、Baba Kiyoshi、Maeno Fukashi、Takagi Akimichi、Takeo Minoru
- Journal Title
  
  Journal of Volcanology and Geothermal Research
  
  Volume: 419 Pages: 107349-107349
- DOI
  10.1016/j.jvolgeores.2021.107349
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K04027, KAKENHI-PROJECT-19K04050, KAKENHI-PROJECT-18H01302, KAKENHI-PROJECT-20H01986, KAKENHI-PROJECT-20K04105, KAKENHI-PROJECT-20KK0075, KAKENHI-PROJECT-21H04504, KAKENHI-PROJECT-18H01319
[Journal Article] Data-Driven Analysis of Nonlinear Heterogeneous Reactions through Sparse Modeling and Bayesian Statistical Approaches2021
- Author(s)
  Ito Masaki、Kuwatani Tatsu、Oyanagi Ryosuke、Omori Toshiaki
- Journal Title
  
  Entropy
  
  Volume: 23 Issue: 7 Pages: 824-824
- DOI
  10.3390/e23070824
- NAID
  120007125721
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K04027, KAKENHI-PROJECT-19K14827, KAKENHI-PROJECT-23K21702
[Journal Article] Simultaneous Analysis of Seismic Velocity and Electrical Conductivity in the Crust and the Uppermost Mantle: A Forward Model and Inversion Test Based on Grid Search2021
- Author(s)
  Iwamori Hikaru、Ueki Kenta、Hoshide Takashi、Sakuma Hiroshi、Ichiki Masahiro、Watanabe Tohru、Nakamura Michihiko、Nakamura Hitomi、Nishizawa Tatsuji、Nakao Atsushi、Ogawa Yasuo、Kuwatani Tatsu、Nagata Kenji、Okada Tomomi、Takahashi Eiichi
- Journal Title
  
  Journal of Geophysical Research: Solid Earth
  
  Volume: 126 Issue: 9
- DOI
  10.1029/2021jb022307
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K04027, KAKENHI-PROJECT-20H01992, KAKENHI-PROJECT-19K04026, KAKENHI-PROJECT-21KK0081, KAKENHI-PROJECT-16H06348
[Journal Article] Bayesian Modeling of the Equation of State for Liquid Iron in Earth's Outer Core2021
- Author(s)
  Matsumura T.、Kuwayama Y.、Ueki K.、Kuwatani T.、Ando Y.、Nagata K.、Ito S.、Nagao H.
- Journal Title
  
  Journal of Geophysical Research: Solid Earth
  
  Volume: 126 Issue: 12 Pages: 1-10
- DOI
  10.1029/2021jb023062
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K04027, KAKENHI-PROJECT-18H03210, KAKENHI-PROJECT-19K04026, KAKENHI-PROJECT-20K21785, KAKENHI-PROJECT-19H05662, KAKENHI-PROJECT-17H01704
[Journal Article] 岩石形成プロセス抽出のための可視化情報計測2020
- Author(s)
  桑谷立
- Journal Title
  
  可視化情報学会誌
  
  Volume: 40 Pages: 17-20
- NAID
  130008095801
- Data Source
  KAKENHI-PROJECT-19K04027
[Journal Article] Thermodynamic modeling of hydrous-melt?olivine equilibrium using exhaustive variable selection2020
- Author(s)
  Ueki Kenta、Kuwatani Tatsu、Okamoto Atsushi、Akaho Shotaro、Iwamori Hikaru
- Journal Title
  
  Physics of the Earth and Planetary Interiors
  
  Volume: 300 Pages: 106430-106430
- DOI
  10.1016/j.pepi.2020.106430
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K04026, KAKENHI-PROJECT-19K04027, KAKENHI-PROJECT-15H05771, KAKENHI-PROJECT-17H02063, KAKENHI-PROJECT-17H02981, KAKENHI-PROJECT-16H06347, KAKENHI-PROJECT-18H03747
[Journal Article] 海洋研究開発機構海域地震火山部門における情報地質関連研究2020
- Author(s)
  桑谷立
- Journal Title
  
  情報地質
  
  Volume: 31 Pages: 53-55
- NAID
  130007864141
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K04050
[Journal Article] Simple kinetic model for replacement reactions involving solid solutions: the significant role of geofluids2020
- Author(s)
  T. Kuwatani, M. Toriumi
- Journal Title
  
  Earth, Planets and Space
  
  Volume: 72 Issue: 1 Pages: 8-8
- DOI
  10.1186/s40623-020-1135-2
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K04027
[Journal Article] Geoinformatics Researches in the Research Institute for Marine Geodynamics of the JAMSTEC2020
- Author(s)
  Tastu Kuwatani
- Journal Title
  
  Geoinformatics
  
  Volume: 31 Issue: 2 Pages: 53-55
- DOI
  10.6010/geoinformatics.31.2_53
- NAID
  130007864141
- ISSN
  0388-502X, 1347-541X
- Language
  Japanese
- Data Source
  KAKENHI-PROJECT-20H01986
[Journal Article] Sparse isocon analysis: A data-driven approach for material transfer estimation2020
- Author(s)
  Kuwatani Tatsu、Yoshida Kenta、Ueki Kenta、Oyanagi Ryosuke、Uno Masaoki、Akaho Shotaro
- Journal Title
  
  Chemical Geology
  
  Volume: 532 Pages: 119345-119345
- DOI
  10.1016/j.chemgeo.2019.119345
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K04026, KAKENHI-PROJECT-19K04027, KAKENHI-PROJECT-19K14827, KAKENHI-PROJECT-18H03820, KAKENHI-PROJECT-17H02063, KAKENHI-PROJECT-18J01649, KAKENHI-PROJECT-16K17835, KAKENHI-PROJECT-18K13628, KAKENHI-PROJECT-17H01793
[Journal Article] 海洋研究開発機構海域地震火山部門における情報地質関連研究2020
- Author(s)
  桑谷立
- Journal Title
  
  情報地質
  
  Volume: 31 Pages: 53-55
- NAID
  130007864141
- Open Access
- Data Source
  KAKENHI-PROJECT-19K04027
[Journal Article] Earth materials science in a data-driven paradigm2019
- Author(s)
  T Kuwatani
- Journal Title
  
  Elements
  
  Volume: 15 Issue: 4 Pages: 280-281
- DOI
  10.2138/gselements.15.4.280
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K04027, KAKENHI-PROJECT-18H03820
[Journal Article] 津波堆積物に含有する重金属等の化学組成と地下水・土壌への影響2019
- Author(s)
  駒井　武、中村謙吾、川辺能成、桑谷　立
- Journal Title
  
  地下水学会誌
  
  Volume: 61 Pages: 47-54
- NAID
  130007706273
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18H03820
[Journal Article] Geochemcal discrimination and characteristics of magmatic tectonic settings;a machine learning approach2018
- Author(s)
  K. Ueki, H. Hino, T. Kuwatani
- Journal Title
  
  Geochemistry, Geophysics, Geosystems
  
  Volume: -
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PLANNED-25120005
[Journal Article] A rapid and precise quantitative electron probe chemical mapping technique and its application to an ultrahigh-pressure eclogite from the Moldanubian Zone of the Bohemian Massif (Nove Dvory, Czech Republic)2018
- Author(s)
  Yasumoto Atsushi、Yoshida Kenta、Kuwatani Tatsu、Nakamura Daisuke、Svojtka Martin、Hirajima Takao
- Journal Title
  
  American Mineralogist
  
  Volume: 103 Issue: 10 Pages: 1690-1698
- DOI
  10.2138/am-2018-6323ccby
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K17835, KAKENHI-PROJECT-15K20864
[Journal Article] Bayesian probabilistic reconstruction of metamophic P-Tpaths using inclusion geothermobarometry2018
- Author(s)
  T. Kuwatani, K. Nagata, K. Yoshida, M. Okada, M. Toriumi
- Journal Title
  
  Journal of Mineralogical and Petrogical Science
  
  Volume: -
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PLANNED-25120005
[Journal Article] Bayesian probabilistic reconstruction of metamorphic P–T paths using inclusion geothermobarometry2018
- Author(s)
 T. Kuwatani, K. Nagata, K. Yoshida, M. Okada, M. Toriumi
- Journal Title
 
 Journal of Mineralogical and Petrological Sciences
 
 Volume: 113 Issue: 2 Pages: 82-95
- DOI
 10.2465/jmps.170923
- NAID
 130006733783
- ISSN
 1345-6296, 1349-3825
- Language
 English
- Peer Reviewed / Open Access
- Data Source
 KAKENHI-PROJECT-15K20864, KAKENHI-PROJECT-16K17835, KAKENHI-PROJECT-17H01703
[Journal Article] Giodetic data inversion for spatial distribution of slow earthquakes under sparsity constraints2018
- Author(s)
  T. Hori, R. Nakata, H. Hino, T. Kuwatani, S. Yoshioka, M. Okada
- Journal Title
  
  Journal of Physics: Conference Series
  
  Volume: -
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PLANNED-25120005
[Journal Article] Data-driven Analysis towards Understanding of Geoscience Processes: Application Examples in Geology 2018
- Author(s)
 桑谷立
- Journal Title
 
 Geoinformatics
 
 Volume: 29 Issue: 2 Pages: 49-60
- DOI
 10.6010/geoinformatics.29.2_49
- NAID
 130007412277
- ISSN
 0388-502X, 1347-541X
- Year and Date
 2018-06-25
- Language
 Japanese
- Peer Reviewed / Open Access
- Data Source
 KAKENHI-PROJECT-15K20864, KAKENHI-PROJECT-17H01703
[Journal Article] 地球科学プロセス解明のためのデータ駆動型解析2018
- Author(s)
  桑谷　立
- Journal Title
  
  情報地質
  
  Volume: 29 Pages: 49-60
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18H03820
[Journal Article] compilation of domestic article2018
- Author(s)
  Haraguchi Satoru、Ueki Kenta、Yoshida Kenta、Kuwatani Tatsu、Mohamed Mika、Horiuchi Shunsuke、Iwamori Hikaru
- Journal Title
  
  The Journal of the Geological Society of Japan
  
  Volume: 124 Issue: 12 Pages: 1049-1054
- DOI
  10.5575/geosoc.2018.0027
- NAID
  130007612396
- ISSN
  0016-7630, 1349-9963
- Year and Date
  2018-12-15
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-16K17835, KAKENHI-PROJECT-18H03820, KAKENHI-PROJECT-17H02063, KAKENHI-PLANNED-26109006, KAKENHI-PROJECT-18H03747, KAKENHI-PROJECT-18H01304
[Journal Article] Recovering the past history of natural recording media by Bayesian inversion2018
- Author(s)
  Kuwatani T, Nagao H, Ito SI, Okamoto A, Yoshida K Okudaira T
- Journal Title
  
  Physical Review E
  
  Volume: 98 Issue: 4 Pages: 043311-043311
- DOI
  10.1103/physreve.98.043311
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-16K05613, KAKENHI-PROJECT-18K18778, KAKENHI-PROJECT-16K17835, KAKENHI-PLANNED-26109004, KAKENHI-PROJECT-17H01704, KAKENHI-PROJECT-17H02981, KAKENHI-PROJECT-18H03210, KAKENHI-PROJECT-15K20864, KAKENHI-PROJECT-16H06347, KAKENHI-PROJECT-17H01703
[Journal Article] Geochemcal discrimination and characteristics of magmatic tectonic settings; a machine learning approach2018
- Author(s)
  K. Ueki, H. Hino, T. Kuwatani
- Journal Title
  
  Geochemistry,Geophysics,Geosystems
  
  Volume: 19 Issue: 4 Pages: 1-21
- DOI
  10.1029/2017gc007401
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-15K20864, KAKENHI-PLANNED-25120011, KAKENHI-PROJECT-17H02063, KAKENHI-PROJECT-16K16108
[Journal Article] GEOFCM: a new method for statistical classification of geochemical data using spatial contextual information2018
- Author(s)
  YOSHIDA Kenta、KUWATANI Tatsu、YASUMOTO Atsushi、HARAGUCHI Satoru、UEKI Kenta、IWAMORI Hikaru
- Journal Title
  
  Journal of Mineralogical and Petrological Sciences
  
  Volume: 113 Issue: 3 Pages: 159-169
- DOI
  10.2465/jmps.171127
- NAID
  130007403328
- ISSN
  1345-6296, 1349-3825
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-16K17835, KAKENHI-PROJECT-17H02063, KAKENHI-PROJECT-15K20864, KAKENHI-PLANNED-26109006, KAKENHI-PROJECT-18H03747, KAKENHI-PROJECT-18H01304
[Journal Article] Extraction of Surface Soil Geochemical Characteristics of Element Concertation by Principal Component Analysis2018
- Author(s)
  NAKAMURA Kengo、KUWATANI Tatsu、KOMAI Takeshi、YAMASAKI Shin-ichi
- Journal Title
  
  Journal of MMIJ
  
  Volume: 134 Issue: 2 Pages: 13-21
- DOI
  10.2473/journalofmmij.134.13
- NAID
  130006351472
- ISSN
  1881-6118, 1884-0450
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PLANNED-25120005
[Journal Article] Numerical inversion method for improving spatial resolution of elemental imaging by laser ablation-inductively coupled plasma-mass spectrometry2018
- Author(s)
  Toru Aonishi, Takafumi Hirata, Tatsu Kuwatani, Masuto Fujimoto, Qing Chang, Jun-Ichi Kimura
- Journal Title
  
  J. Anal. Atom. Spectrom.
  
  Volume: 33 Issue: 12 Pages: 2210-2218
- DOI
  10.1039/c7ja00334j
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26247094, KAKENHI-PROJECT-18H01269, KAKENHI-PROJECT-15K20864
[Journal Article] Progressive evolution of whole-rock composition during metamorphism revealed by multivariate statistical analyses2017
- Author(s)
  Yoshida Kenta、Kuwatani Tatsu、Hirajima Takao、Iwamori Hikaru、Akaho Shotaro
- Journal Title
  
  Journal of Metamophic Geology
  
  Volume: 36 Issue: 1 Pages: 41-54
- DOI
  10.1111/jmg.12282
- NAID
  120006460068
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-15K20864, KAKENHI-PROJECT-16K17835, KAKENHI-PROJECT-25257208, KAKENHI-PLANNED-25120005, KAKENHI-PLANNED-25120011, KAKENHI-PROJECT-15H05771, KAKENHI-PROJECT-17H01793, KAKENHI-PLANNED-26109006, KAKENHI-PROJECT-18H01304
[Journal Article] Discontinuous boundaries of slow slip events beneath the Bungo Channel, southwest Japan2017
- Author(s)
  Ryoko Nakata, Hideitsu Hino, Tatsu Kuwatani, Shoichi Yoshioka, Masato Okada, Takane Hori
- Journal Title
  
  Scientific Reports
  
  Volume: 7 Issue: 1 Pages: 6129-6129
- DOI
  10.1038/s41598-017-06185-0
- NAID
  120007128835
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-16K16108, KAKENHI-PROJECT-16K17798, KAKENHI-PUBLICLY-16H01564, KAKENHI-PLANNED-16H06477, KAKENHI-PLANNED-25120005, KAKENHI-PLANNED-25120011, KAKENHI-PROJECT-16H04040
[Journal Article] Development of a predictive model for lead, cadmium and fluorine soil?water partition coefficients using sparse multiple linear regression analysis2017
- Author(s)
  Nakamura Kengo、Yasutaka Tetsuo、Kuwatani Tatsu、Komai Takeshi
- Journal Title
  
  Chemosphere
  
  Volume: 186 Pages: 501-509
- DOI
  10.1016/j.chemosphere.2017.07.131
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PLANNED-25120005
[Journal Article] Thermodynamic forward modeling of retrogressive hydration reactions induced by geofluid infiltration2017
- Author(s)
  Tatsu Kuwatani and Mitsuhiro Toriumi
- Journal Title
  
  Earth, Planets and Space
  
  Volume: 69 Issue: 1 Pages: 1-18
- DOI
  10.1186/s40623-017-0607-5
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PLANNED-25120005, KAKENHI-PROJECT-15K20864
[Journal Article] Classification of geochemical data based on multivariate statistical analyses: Complementary roles of cluster, principal component, and independent component analyses2017
- Author(s)
  Hikaru Iwamori, Kenta Yoshida, Hitomi Nakamura, Tatsu Kuwatani, Morihisa Hamada, Satoru Haraguchi, Kenta Ueki,
- Journal Title
  
  Geochem. Geophys. Geosyst.
  
  Volume: 18 Issue: 3 Pages: 994-1012
- DOI
  10.1002/2016gc006663
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PLANNED-15H05833, KAKENHI-PLANNED-25120005, KAKENHI-PROJECT-26247091, KAKENHI-PROJECT-15K20864, KAKENHI-PROJECT-16K17835, KAKENHI-PROJECT-16K00531, KAKENHI-PROJECT-15H05771, KAKENHI-PLANNED-26109006
[Journal Article] Information extraction from metamorphic rock textures and compositional zoning of minerals:2017
- Author(s)
  Okamoto Atsushi、Kuwatani Tatsu
- Journal Title
  
  The Journal of the Geological Society of Japan
  
  Volume: 123 Issue: 9 Pages: 733-745
- DOI
  10.5575/geosoc.2017.0034
- NAID
  130006279051
- ISSN
  0016-7630, 1349-9963
- Year and Date
  2017-09-15
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-15K20864, KAKENHI-PLANNED-25120005, KAKENHI-PROJECT-17H01703, KAKENHI-PROJECT-17H02981
[Journal Article] Statistical model selection between elastic and Newtonian viscous matrix models for the microboudin palaeopiezometer2017
- Author(s)
  Matsumura Tarojiro、Kuwatani Tatsu、Masuda Toshiaki
- Journal Title
  
  Earth, Planets and Space
  
  Volume: 69 Issue: 1
- DOI
  10.1186/s40623-017-0669-4
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-15K20864
[Journal Article] Application of the inverse Batschelet distribution to measuring the preferred orientation of tourmaline grains2017
- Author(s)
  Matsumura Tarojiro、Kuwatani Tatsu、Ando Yasunobu、Masuda Toshiaki
- Journal Title
  
  Journal of Structual Geology
  
  Volume: - Pages: 288-293
- DOI
  10.1016/j.jsg.2017.12.011
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PLANNED-25120005, KAKENHI-PROJECT-17K05679, KAKENHI-PROJECT-15K20864
[Journal Article] Preface2017
- Author(s)
  桑谷立、河上哲生
- Journal Title
  
  The Journal of the Geological Society of Japan
  
  Volume: 123 Issue: 9 Pages: 659-660
- DOI
  10.5575/geosoc.preface_123.9
- NAID
  130006279058
- ISSN
  0016-7630, 1349-9963
- Year and Date
  2017-09-15
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-15K20864, KAKENHI-PLANNED-25120005
[Journal Article] 主成分分析を用いた表層土壌の元素濃度の地球化学的特徴の抽出2017
- Author(s)
  中村謙吾・桑谷立・駒井武・山崎慎一
- Journal Title
  
  資源素材学会誌
  
  Volume: 133 Pages: 68-73
- NAID
  130006351472
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PLANNED-25120005
[Journal Article] The relationship between the proportion of microboudinaged columnar grains and far–field differential stress: A numerical model for analyzing paleodifferential stress2017
- Author(s)
  Tarojiro Matsumura, Tatsu Kuwatani, Toshiaki Masuda
- Journal Title
  
  Journal of Mineralogical and Petrological Sciences
  
  Volume: 112 Issue: 1 Pages: 25-30
- DOI
  10.2465/jmps.160711
- NAID
  130005461020
- ISSN
  1345-6296, 1349-3825
- Language
  English
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PLANNED-25120005, KAKENHI-PROJECT-15K20864, KAKENHI-PROJECT-17K05679
[Journal Article] スパースモデリングの地球物理学への応用2016
- Author(s)
  桑谷立・中田令子・岡田真人・堀高峰
- Journal Title
  
  電子情報通信学会会誌
  
  Volume: 99 Pages: 406-410
- Acknowledgement Compliant
- Data Source
  KAKENHI-PLANNED-25120005
[Journal Article] Bayesian inversion analysis of nonlinear dynamics in surface heterogeneous reactions2016
- Author(s)
  T. Omori, T. Kuwatani, A. Okamoto, and K. Hukushima
- Journal Title
  
  Physical Review E
  
  Volume: 94(3) Issue: 3 Pages: 033305-033305
- DOI
  10.1103/physreve.94.033305
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PLANNED-24106008, KAKENHI-PLANNED-25120005, KAKENHI-PLANNED-25120010, KAKENHI-PROJECT-26287132, KAKENHI-PROJECT-25730147, KAKENHI-PROJECT-16K00330, KAKENHI-PROJECT-15K20864, KAKENHI-PROJECT-15KK0010
[Journal Article] Geodetic inversion for spatial distribution of slip under smoothness, discontinuity, and　sparsity constraints2016
- Author(s)
  Ryoko Nakata, Tatsu Kuwatani, Masato Okada, Takane Hori
- Journal Title
  
  Earth, Planets and Space
  
  Volume: 68 Issue: 1
- DOI
  10.1186/s40623-016-0396-2
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PLANNED-25120005, KAKENHI-PUBLICLY-26120538, KAKENHI-PROJECT-25280090, KAKENHI-PROJECT-26280006
[Journal Article] Three levels of data-driven science2016
- Author(s)
  Yasushi Igarashi, Kenji Nagata, Tatsu Kuwatani, Toshiaki Omori, Yoshinori Nakanishi-Ohno, Masato Okada.
- Journal Title
  
  Journal of Physics: Conference Series
  
  Volume: 699 Pages: 012001-012001
- DOI
  10.1088/1742-6596/699/1/012001
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PLANNED-25120005, KAKENHI-PROJECT-13J04920, KAKENHI-PLANNED-25120009
[Journal Article] Extraction of heavy metals characteristics of the 2011 Tohoku tsunami deposits2016
- Author(s)
  Kengo Nakamura, Tatsu Kuwatani, Yoshishige Kawabe, Takeshi Komai
- Journal Title
  
  Chemosphere
  
  Volume: 144 Pages: 1241-1248
- Peer Reviewed
- Data Source
  KAKENHI-INTERNATIONAL-15K21718
[Journal Article] Discrimination of tsunami deposits using sparse modeling technique2016
- Author(s)
  Takeshi Komai, Tatsu Kuwatani, Kengo Nakamura, Noriyoshi Tsuchiya
- Journal Title
  
  J. IEIC
  
  Volume: 99 Pages: 418-423
- Peer Reviewed
- Data Source
  KAKENHI-INTERNATIONAL-15K21718
[Journal Article] A Mathematical Statistical Approach to Assess and Research Heavy Metals in Natori River, Sendai Plain2016
- Author(s)
 中村謙吾・佐藤海里・川辺能成・桑谷立・駒井武
- Journal Title
 
 Journal of MMIJ
 
 Volume: 132 Issue: 1 Pages: 22-30
- DOI
 10.2473/journalofmmij.132.22
- NAID
 130005123152
- ISSN
 1881-6118, 1884-0450
- Language
 Japanese
- Peer Reviewed / Acknowledgement Compliant
- Data Source
 KAKENHI-PLANNED-25120005
[Journal Article] Extraction of heavy metals characteristics of the 2011 Tohoku tsunami deposits using multiple classification analysis2016
- Author(s)
  Kengo Nakamura , Tatsu Kuwatani , Yoshishige Kawabe , Takeshi Komai
- Journal Title
  
  Chemosphere
  
  Volume: 144 Pages: 1241-1248
- DOI
  10.1016/j.chemosphere.2015.09.078
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-15K20864, KAKENHI-INTERNATIONAL-15K21718, KAKENHI-PLANNED-25120005
[Journal Article] スパースモデリングによる津波堆積物の判別－津波到達推定への応用－2016
- Author(s)
  駒井武・桑谷立・中村謙吾・土屋範芳
- Journal Title
  
  電子情報通信学会会誌
  
  Volume: 99 Pages: 418-423
- Acknowledgement Compliant
- Data Source
  KAKENHI-PLANNED-25120005
[Journal Article] Free-energy landscape and nucleation pathway of polymorphic minerals from solution in a Potts lattice-gas model2015
- Author(s)
  Atsushi Okamoto, Tatsu Kuwatani, Toshiaki Omori, Koji Hukushima
- Journal Title
  
  Physical Review E
  
  Volume: 92 Issue: 4 Pages: 1-9
- DOI
  10.1103/physreve.92.042130
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-15K20864, KAKENHI-PLANNED-25120005, KAKENHI-PROJECT-26287132, KAKENHI-PLANNED-25120010
[Journal Article] Markov-random-field modeling for linear seismic tomography2014
- Author(s)
  Tatsu Kuwatani, Kenji Nagata, Masato Okada, Mitsuhiro Toriumi
- Journal Title
  
  Physical Review E
  
  Volume: 90 Issue: 4
- DOI
  10.1103/physreve.90.042137
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PLANNED-25120005, KAKENHI-PROJECT-25280090, KAKENHI-PLANNED-25120009
[Journal Article] Evaluation of Geochemical Characteristics of Tsunami Deposits by the 2011 off the Pacific Cost of Tohoku Earthquake Using Dimensionality Reduction with a Principal Component Analysis2014
- Author(s)
  桑谷立, 中村謙吾, 渡邊隆広, 小川泰正, 駒井　武
- Journal Title
  
  Journal of Geography (Chigaku Zasshi)
  
  Volume: 123 Issue: 6 Pages: 923-935
- DOI
  10.5026/jgeography.123.923
- NAID
  130004813834
- ISSN
  0022-135X, 1884-0884
- Language
  Japanese
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PLANNED-25120005, KAKENHI-PROJECT-25630410
[Journal Article] Markov random field modeling for mapping geofluid distributions from seismic velocity structures2014
- Author(s)
  Tatsu Kuwatani, Kenji Nagata, Masato Okada, Mitsuhiro Toriumi
- Journal Title
  
  Earth, Planets and Space
  
  Volume: 66 Issue: 1 Pages: 1-9
- DOI
  10.1186/1880-5981-66-5
- Peer Reviewed
- Data Source
  KAKENHI-PLANNED-25120005, KAKENHI-PLANNED-25120009, KAKENHI-PROJECT-25280090
[Journal Article] Verification of effectiveness of a probabilistic algorithm for latent structure extraction using an associative memory model2014
- Author(s)
  Kensuke Wakasugi, Tatsu Kuwatani, Kenji Nagata, Hideki Asoh and Masato Okad
- Journal Title
  
  Journal of the Physical Society of Japan
  
  Volume: 83 Issue: 10 Pages: 104801-104801
- DOI
  10.7566/jpsj.83.104801
- NAID
  40020226418
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PUBLICLY-25106506, KAKENHI-PLANNED-25120005, KAKENHI-PLANNED-25120011, KAKENHI-PROJECT-25330283, KAKENHI-PLANNED-25120009
[Journal Article] Machine-learning techniques for geochemical discrimination of 2011 Tohoku tsunami deposits2014
- Author(s)
  T. Kuwatani, K. Nagata, M. Okada, T. Watanabe, Y. Ogawa, T. Komai, N. Tsuchiya
- Journal Title
  
  Scientific Reports
  
  Volume: 4 Issue: 1 Pages: 7077-7077
- DOI
  10.1038/srep07077
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PLANNED-25120005, KAKENHI-PROJECT-25630410, KAKENHI-PLANNED-25120009
[Journal Article] マルコフランダムフィールドモデルによる計測画像データからの潜在構造抽出2014
- Author(s)
  桑谷立・永田賢二・岡田真人
- Journal Title
  
  映像情報メディア学会誌
  
  Volume: 68 Pages: 892-896
- Data Source
  KAKENHI-PLANNED-25120005
[Patent] 質量分析計、質量分析計の信号処理方法及びプログラム2017
- Inventor(s)
  青西亨，木村純一，桑谷立, 平田岳史
- Industrial Property Rights Holder
  青西亨，木村純一，桑谷立, 平田岳史
- Industrial Property Rights Type
  特許
- Filing Date
  2017
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] An introduction to the geochemical database for the eruption products of the caldera-forming large eruptions in southern Kyushu, Submarine caldera volcanoes -The cutting edge of our understanding achieved by various approaches-2024
- Author(s)
  Kenta Ueki, Satoru Haraguchi, Kenta Yoshida, Tatsu Kuwatani, Morihisa Hamada, Iona McIntosh, Takashi Miyazaki, Takeshi Hanyu, Ayumu Nishihara
- Organizer
  Submarine caldera volcanoes -The cutting edge of our understanding achieved by various approaches-
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H01986
[Presentation] 情報計測融合と資源・素材学への応用(V)2024
- Author(s)
  桑谷立
- Organizer
  資源・素材学会　2024年度春季大会
- Data Source
  KAKENHI-PROJECT-22K18742
[Presentation] 情報計測融合と資源・素材学への応用(IV)2023
- Author(s)
  桑谷立
- Organizer
  資源・素材2023(松山)
- Data Source
  KAKENHI-PROJECT-22K18742
[Presentation] 情報計測融合と資源・素材学への応用(III)2022
- Author(s)
  桑谷立
- Organizer
  資源・素材2022秋季大会
- Data Source
  KAKENHI-PROJECT-20H01986
[Presentation] 情報計測融合と資源・素材学への応用(II)2022
- Author(s)
  桑谷立
- Organizer
  一般社団法人資源・素材学会 2022年度春季大会
- Data Source
  KAKENHI-PROJECT-19K04027
[Presentation] 地球化学データベースを用いたテフラ同定システムの構築2022
- Author(s)
  桑谷立、上木賢太、浜田盛久、吉田健太、原口悟、McIntosh Iona、宮崎隆、羽生毅
- Organizer
  Japan Geoscience Union Meeting 2022
- Data Source
  KAKENHI-PROJECT-20H01986
[Presentation] 情報計測融合と資源・素材学への応用(II)2022
- Author(s)
  桑谷立
- Organizer
  一般社団法人資源・素材学会 2022年度春季大会
- Data Source
  KAKENHI-PROJECT-19K04050
[Presentation] 非負値分解による火山岩主要元素端成分の抽出,2022
- Author(s)
  上木賢太, 吉田健太, 桑谷立, 赤穂昭太郎
- Organizer
  日本地球惑星科学連合2022年大会
- Data Source
  KAKENHI-PROJECT-20H01986
[Presentation] 情報計測融合と資源・素材学への応用(III)2022
- Author(s)
  桑谷立
- Organizer
  資源素材2022（福岡）
- Data Source
  KAKENHI-PROJECT-22K18742
[Presentation] 化学組成データベース構築に基づく鬼界カルデラの火成活動の理解2022
- Author(s)
  上木賢太, 原口悟, 吉田健太, 桑谷立, 浜田盛久, Iona McIntosh, 宮崎隆, 羽生毅
- Organizer
  火山学会2022年度秋季大会
- Data Source
  KAKENHI-PROJECT-20H01986
[Presentation] 情報計測融合と資源・素材学への応用(I)2021
- Author(s)
  桑谷立
- Organizer
  資源・素材2021(札幌)
- Data Source
  KAKENHI-PROJECT-19K04050
[Presentation] 情報計測融合と資源・素材学への応用(I)2021
- Author(s)
  桑谷立
- Organizer
  資源・素材2021(札幌)
- Data Source
  KAKENHI-PROJECT-19K04027
[Presentation] 教師なし学習を用いた珪長質火成岩微量元素組成データのソフトクラスタリング2021
- Author(s)
  油谷拓、桑谷立、吉田健太、上木賢太、中尾篤史、鳥海光弘、平野直人
- Organizer
  日本地質学会第128年学術大会
- Data Source
  KAKENHI-PROJECT-19K04027
[Presentation] 固溶体を含む鉱物量増減反応の速度論2021
- Author(s)
  桑谷立、鳥海光弘
- Organizer
  日本地質学会第128年学術大会
- Data Source
  KAKENHI-PROJECT-19K04027
[Presentation] ベイズ計測の空間解像度2021
- Author(s)
  桑谷立、日野英逸、永田賢二、川島貴大、鳥海光弘、岡田真人
- Organizer
  JpGU2021
- Data Source
  KAKENHI-PROJECT-19K04027
[Presentation] 地球科学分野における辞書学習法の活用2021
- Author(s)
  桑谷立
- Organizer
  一般社団法人資源・素材学会2021年度春季大会
- Data Source
  KAKENHI-PROJECT-19K04027
[Presentation] 地球化学プロセス抽出のためのフォーワードモデリングと逆解析2021
- Author(s)
  桑谷立、中村謙吾、赤穂昭太郎、駒井武
- Organizer
  JpGU-AGU joint Meeting 2021
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03820
[Presentation] 高次元データ駆動解析による津波堆積物の地球化学的判別2020
- Author(s)
  駒井武, 中村謙吾, 桑谷立
- Organizer
  資源・素材2020
- Invited
- Data Source
  KAKENHI-PROJECT-18H03820
[Presentation] 機械学習による津波堆積物の判別および東日本地域のデータベース構築2020
- Author(s)
  駒井　武、栗田満瑠、中村謙吾、桑谷　立
- Organizer
  第30回環境地質学シンポジウム
- Data Source
  KAKENHI-PROJECT-18H03820
[Presentation] 茨城県表層土壌の全岩化学組成データ解析2020
- Author(s)
  桑谷立、中村謙吾、赤穂昭太郎、駒井武
- Organizer
  資源・素材2020（仙台）
- Data Source
  KAKENHI-PROJECT-19K04027
[Presentation] 地球化学プロセス抽出のためのフォーワードモデリングと逆解析：茨城県表層土壌の化学組成への適用2020
- Author(s)
  桑谷立、中村謙吾、赤穂昭太郎、駒井武
- Organizer
  JpGU-AGU2020
- Data Source
  KAKENHI-PROJECT-19K04027
[Presentation] 地球科学分野における辞書学習法の活用2020
- Author(s)
  桑谷立
- Organizer
  一般社団法人資源・素材学会2021年度春季大会
- Data Source
  KAKENHI-PROJECT-19K04050
[Presentation] 疎性モデリングによる元素移動量の定量化2019
- Author(s)
  桑谷立・赤穂昭太郎・吉田健太・上木賢太・大柳良介
- Organizer
  資源・素材学会　2019年春季大会
- Data Source
  KAKENHI-PROJECT-15K20864
[Presentation] スパースアイソコン解析：リファレンスフレームの自動決定2019
- Author(s)
  桑谷立・赤穂昭太郎・吉田健太・上木賢太・宇野正起・大柳良介
- Organizer
  日本地質学会2019, 山口大学
- Data Source
  KAKENHI-PROJECT-18H03820
[Presentation] スパースアイソコン法の資源探査分野への応用2019
- Author(s)
  桑谷立・赤穂昭太郎
- Organizer
  資源・素材学会秋季大会2019
- Data Source
  KAKENHI-PROJECT-18H03820
[Presentation] ランニングスペクトル画像認識による地震・低周波微動シグナルの識別2019
- Author(s)
  中野優、杉山大祐、堀高峰、桑谷立、坪井誠司
- Organizer
  日本地震学会2019年度秋季大会
- Data Source
  KAKENHI-PROJECT-19K04050
[Presentation] スパースモデリングにより捉えた沈み込みスラブの発展的組成変化2019
- Author(s)
  吉田健太，桑谷立,上木賢太,大柳良介, 赤穂昭太郎
- Organizer
  日本地球惑星科学連合大会2019年大会
- Data Source
  KAKENHI-PROJECT-19K04027
[Presentation] Feature Selection of Magmatic Tectonic Settings Based on Sparse Multinomial Regression2019
- Author(s)
  UEKI KENTA, HINO HIDEITSU KUWATANI TATSU
- Organizer
  Asia Oceania Geosciences Society 16th Annual Meeting (AOGS2019)
- Data Source
  KAKENHI-PROJECT-19K04027
[Presentation] ランニングスペクトル画像認識による地震・低周波微動シグナルの識別2019
- Author(s)
  中野優、杉山大祐、堀高峰、桑谷立、坪井誠司
- Organizer
  研究集会「AIはどのように地震学を加速させるか」
- Data Source
  KAKENHI-PROJECT-19K04050
[Presentation] スパースアイソコン法の資源探査分野への応用2019
- Author(s)
  桑谷立・赤穂昭太郎
- Organizer
  資源・素材学会秋季大会2019
- Data Source
  KAKENHI-PROJECT-19K04027
[Presentation] 全岩組成を用いた物質移動量のデータ駆動型解析2019
- Author(s)
  桑谷立・赤穂昭太郎・吉田健太・上木賢太・宇野正起・大柳良介
- Organizer
  日本地球惑星科学連合大会2019年大会
- Data Source
  KAKENHI-PROJECT-18H03820
[Presentation] Estimation of material transfer from compositional datasets using sparse modeling2019
- Author(s)
  T. Kuwatani, K. Yoshida, K. Ueki R Oyanagi, M. Uno, S. Akaho
- Organizer
  AOGS 2019, Singapore
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03820
[Presentation] スパースアイソコン解析：リファレンスフレームの自動決定2019
- Author(s)
  桑谷立・赤穂昭太郎・吉田健太・上木賢太・宇野正起・大柳良介
- Organizer
  日本地質学会第126年学術大会
- Data Source
  KAKENHI-PROJECT-19K04027
[Presentation] 全岩組成を用いた物質移動量のデータ駆動型解析2019
- Author(s)
  桑谷立・赤穂昭太郎・吉田健太・上木賢太・宇野正起・大柳良介
- Organizer
  日本地球惑星科学連合大会2019年大会
- Data Source
  KAKENHI-PROJECT-19K04027
[Presentation] Estimation of material transfer from compositional datasets using sparse modeling2019
- Author(s)
  T. Kuwatani, K. Yoshida, K. Ueki R Oyanagi, M. Uno, S. Akaho
- Organizer
  Asia Oceania Geosciences Society 16th Annual Meeting (AOGS2019)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K04027
[Presentation] 地球科学へのスパースモデリングの適用2018
- Author(s)
  桑谷立
- Organizer
  電子情報通信学会信号処理研究会(SIP)
- Invited
- Data Source
  KAKENHI-PROJECT-18H03820
[Presentation] 数理情報科学による地球科学逆問題への挑戦2018
- Author(s)
  桑谷立
- Organizer
  第21回情報論的学習理論ワークショップ(IBIS2018)
- Invited
- Data Source
  KAKENHI-PROJECT-15K20864
[Presentation] Geochemical Data-processing for extracting geological processes2018
- Author(s)
  Tatsu Kuwatani
- Organizer
  15th International Symposium of Mineral Exploration (ISME-XV)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K20864
[Presentation] EPMA化学組成データからの岩石プロセス情報抽出2018
- Author(s)
  桑谷立
- Organizer
  日本分析化学会第67年会
- Invited
- Data Source
  KAKENHI-PROJECT-15K20864
[Presentation] 地球化学におけるデータ駆動プロセッシング2018
- Author(s)
  桑谷立
- Organizer
  資源・素材学会平成30(2018)年度春季大会、東京大学、東京
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] 地球化学におけるデータ駆動プロセッシング2018
- Author(s)
  桑谷立
- Organizer
  資源・素材学会平成30(2018)年度春季大会
- Data Source
  KAKENHI-PROJECT-15K20864
[Presentation] 疎性モデリングによる元素移動量の定量化2018
- Author(s)
  桑谷立・赤穂昭太郎・吉田健太・上木賢太・大柳良介
- Organizer
  資源・素材学会　2019年春季大会
- Data Source
  KAKENHI-PROJECT-18H03820
[Presentation] 数理情報科学による地球科学逆問題への挑戦2018
- Author(s)
  桑谷立
- Organizer
  第21回情報論的学習理論ワークショップ (IBIS2018)
- Invited
- Data Source
  KAKENHI-PROJECT-17H01703
[Presentation] 固体地球科学分野におけるデータ駆動型解析の進展と今後の展望2018
- Author(s)
  桑谷立、岡本敦、吉田健太、中村謙吾、土屋範芳、駒井武
- Organizer
  日本地球惑星科学連合2018年大会
- Data Source
  KAKENHI-PROJECT-15K20864
[Presentation] 岩石風化プロセスのフォーワードモデリングと逆解析2018
- Author(s)
  桑谷立，赤穂昭太郎
- Organizer
  資源・素材学会 2018（福岡）
- Data Source
  KAKENHI-PROJECT-18H03820
[Presentation] 地球科学へのスパースモデリングの適用2018
- Author(s)
  桑谷立
- Organizer
  電子情報通信学会信号処理研究会(SIP)
- Invited
- Data Source
  KAKENHI-PROJECT-15K20864
[Presentation] Geochemical and Statistical Analysis of Heavy Metals and Elements in Tsunami Deposits at Coastal Areas of Northeastern Japan2018
- Author(s)
  T. Komai, K. Nakamura, Y. Kawabe, T. Kuwatani, N. Tsuchiya
- Organizer
  International Symposium on Ocean and Polar Engineering
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03820
[Presentation] 岩石-水反応の理解に向けた水熱実験とデータ駆動型アプローチ2018
- Author(s)
  岡本　敦、桑谷　立、土屋範芳
- Organizer
  日本地球惑星科学連合2018年大会, 幕張
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] Geochemical Data-processing for extracting geological processes2018
- Author(s)
  Tatsu Kuwatani
- Organizer
  15th International Symposium of Mineral Exploration (ISME-XV)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03820
[Presentation] 岩石風化プロセスのフォーワードモデリングと逆解析2018
- Author(s)
  桑谷立,赤穂昭太郎
- Organizer
  資源・素材2018(福岡)
- Data Source
  KAKENHI-PROJECT-15K20864
[Presentation] Pressure-Temperature-Time Path Inversion from Zoned Minerals Using Data Assimilation2018
- Author(s)
  Tatsu Kuwatani, Hiromichi Nagao, Atsushi Okamoto, Kenta Yoshida, Shin-ichi Ito, Takamoto Okudaira
- Organizer
  Asia Oceania Geoscience Society 15th Annual Meeting (AOGS 2018)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K20864
[Presentation] 数理情報科学による地球科学逆問題への挑戦2018
- Author(s)
  桑谷立
- Organizer
  第21回情報論的学習理論ワークショップ(IBIS2018)
- Invited
- Data Source
  KAKENHI-PROJECT-18H03820
[Presentation] Pressure-Temperature-Time Path Inversion from Zoned Minerals Using Data Assimilation2018
- Author(s)
  Kuwatani, T., H. Nagao, A. Okamoto, K. Yoshida, S. Ito, and T. Okudaira
- Organizer
  Asia Oceania Geoscience Society 15th Annual Meeting
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17H01703
[Presentation] 多変量解析による日本列島深層地下水の化学的特徴の抽出2017
- Author(s)
  吉田健太・中村仁美・桑谷立・原口悟・風早康平・高橋正明・岩森光
- Organizer
  日本地球化学会第64回年会
- Data Source
  KAKENHI-PROJECT-15K20864
[Presentation] インフォマティクスで解き明かす岩石の歴史2017
- Author(s)
  桑谷立
- Organizer
  海洋地球インフォマティクス
- Invited
- Data Source
  KAKENHI-PROJECT-15K20864
[Presentation] 地球科学におけるデータ駆動型解析2017
- Author(s)
  桑谷立
- Organizer
  日本情報地質学会・地質情報整備活用機構共催シンポジウム
- Invited
- Data Source
  KAKENHI-PROJECT-15K20864
[Presentation] 岩石―水相互作用を支配する不均質反応の時空間ダイナミクスの統計的推定2017
- Author(s)
  大森敏明・森本亮太・桑谷立・岡本敦・福島孝治
- Organizer
  JpGU-AGU　Joint Meeting 2017, 幕張メッセ，千葉
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] Spatial distribution of long-term slow slip events beneath the Bungo Channel under sparsity constraints2017
- Author(s)
  中田令子・日野英逸・桑谷立・吉岡祥一・岡田真人・堀高峰
- Organizer
  JpGU-AGU　Joint Meeting 2017, 幕張メッセ，千葉
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] 地球科学におけるデータ駆動型解析2017
- Author(s)
  桑谷立
- Organizer
  日本情報地質学会・地質情報整備活用機構共催シンポジウム, 飯田橋レインボービル，東京
- Invited
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] Geochemical-petrological evolution under the paleo subduction zone identified by mashine-learning techniques2017
- Author(s)
  K. Yoshida, T. Kuwatani, T.Hirajima, H. Iwamori, S. Akaho
- Organizer
  International meeting on High-Dimensional Data-Driven Science (HD3-2017), Mielparque Kyoto, Kyoto
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] Bayesian inversion analysis of nonlinear spatiotemporal dynamics of heterogeneous reactions in rock-water interactions2017
- Author(s)
  R. Morimoto, T. Kuwatani, A. Okamoto, K. Hukushima, T. Omori
- Organizer
  International meeting on High-Dimensional Data-Driven Science (HD3-2017)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K20864
[Presentation] 岩石学分野におけるデータ駆動型解析の現状と展望2017
- Author(s)
  桑谷立
- Organizer
  日本地質学会第124年学術大会（2017愛媛大会）
- Data Source
  KAKENHI-PROJECT-17H01703
[Presentation] 地球システムの理解に向けた情報計測融合2017
- Author(s)
  桑谷立
- Organizer
  第61回システム制御情報学会研究発表講演会 (SCI’17)
- Invited
- Data Source
  KAKENHI-PROJECT-15K20864
[Presentation] A new statistical method to identify geochemical data structure2017
- Author(s)
  岩森光・吉田健太・中村仁美・桑谷立・浜田盛久・原口悟・上木賢太
- Organizer
  JpGU-AGU　Joint Meeting 2017, 幕張メッセ，千葉
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] 逐次モンテカルロ法に基づく不均質反応ダイナミクスの推定2017
- Author(s)
  森本亮太・桑谷立・岡本敦・福島孝治・大森敏明
- Organizer
  第61回システム制御情報学会研究発表講演会，京都テルサ，京都 (SCI’17), (2017)
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] A new statistical method to identify geochemical data structure2017
- Author(s)
  岩森光・吉田健太・中村仁美・桑谷立・浜田盛久・原口悟・上木賢太
- Organizer
  JpGU-AGU　Joint Meeting 2017
- Data Source
  KAKENHI-PROJECT-15K20864
[Presentation] 岩石学分野におけるデータ駆動型解析の現状と展望2017
- Author(s)
  桑谷　立
- Organizer
  日本地質学会第 124 年学術大会（2017 愛媛大会），愛媛大学，愛媛
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] Geodetic inversion for spatial distribution of slow earthquekes under sparsity constraints2017
- Author(s)
  T. Hori, R. Nakata, H. Hino, T. Kuwatani, S. Yoshioka, M. Okada
- Organizer
  International meeting on High-Dimensional Data-Driven Science (HD3-2017), Mielparque Kyoto, Kyoto
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] 岩石―水相互作用を支配する不均質反応の時空間ダイナミクスの統計的推定2017
- Author(s)
  大森敏明・森本亮太・桑谷立・岡本敦・福島孝治
- Organizer
  JpGU-AGU　Joint Meeting 2017
- Data Source
  KAKENHI-PROJECT-15K20864
[Presentation] Geochemical-petrological evolution under the paleo subduction zone identified by mashine-learning techniques2017
- Author(s)
  K. Yoshida, T. Kuwatani, T.Hirajima, H. Iwamori, S. Akaho
- Organizer
  International meeting on High-Dimensional Data-Driven Science (HD3-2017)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K20864
[Presentation] 岩石学分野におけるデータ駆動型解析の現状と展望2017
- Author(s)
  桑谷　立
- Organizer
  日本地質学会第 124 年学術大会（2017 愛媛大会）
- Data Source
  KAKENHI-PROJECT-15K20864
[Presentation] データ駆動科学への日本列島地球化学データベースの適用：出版データ利用にあたっての問題点と解決法2017
- Author(s)
  原口悟・上木賢太・吉田健太・桑谷立・岩森光
- Organizer
  JpGU-AGU　Joint Meeting 2017, 幕張メッセ，千葉
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] 交換モンテカルロ法を用いた角閃石固溶体の非理想パラメータの最適化2017
- Author(s)
  岡本敦・桑谷立・上木賢太・大森敏明・福島孝治
- Organizer
  JpGU-AGU　Joint Meeting 2017, 幕張メッセ，千葉
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] 機械学習により検出された累進変成作用下での全岩化学組成の発展的変化2017
- Author(s)
  吉田健太・桑谷立・平島崇男・岩森光・赤穗昭太郎
- Organizer
  JpGU-AGU　Joint Meeting 2017
- Data Source
  KAKENHI-PROJECT-15K20864
[Presentation] 多変量解析による日本列島深層地下水の化学的特徴の抽出2017
- Author(s)
  吉田健太・中村仁美・桑谷立・原口悟・風早康平・高橋正明・岩森光
- Organizer
  日本地球化学会第64回年回,東京工業大学，東京
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] Geodetic data inversion for spatial distribution of slow slip events using sparse modelling2017
- Author(s)
  R. Nakata, H. Hino, T. Kuwatani, S. Yoshioka, M. Okada, T. Hori
- Organizer
  International meeting on High-Dimensional Data-Driven Science (HD3-2017), Mielparque Kyoto, Kyoto
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] 逐次モンテカルロ法に基づく不均質反応ダイナミクスの推定2017
- Author(s)
  森本亮太・桑谷立・岡本敦・福島孝治・大森敏明
- Organizer
  第61回システム制御情報学会研究発表講演会 (SCI’17)
- Data Source
  KAKENHI-PROJECT-15K20864
[Presentation] Bayesian inversion analysis of nonlinear spatiotemporal dynamics of heterogeneous reactions in rock-water interactions2017
- Author(s)
  R. Morimoto, T. Kuwatani, A. Okamoto, K. Hukushima, T. Omori
- Organizer
  International meeting on High-Dimensional Data-Driven Science (HD3-2017), Mielparque Kyoto, Kyoto
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] 「ちきゅう」&DONET のトータル観測ステーション計画：海底～大気の同時貫通観測2017
- Author(s)
  有吉慶介・藤亜希子・町田祐弥・西田周平・宮澤泰正・美山透・吉田聡・内田裕・永野憲・長谷川拓也・脇田昌英・桑谷立・青池寛
- Organizer
  JpGU-AGU　Joint Meeting 2017, 幕張メッセ，千葉
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] 島弧地殻エネルギーを評価するためのデータ駆動型解析2017
- Author(s)
  桑谷立・岩森光・駒井武
- Organizer
  JpGU-AGU　Joint Meeting 2017
- Data Source
  KAKENHI-PROJECT-15K20864
[Presentation] 機械学習により検出された累進変成作用下での全岩化学組成の発展的変化2017
- Author(s)
  吉田健太・桑谷立・平島崇男・岩森光・赤穗昭太郎
- Organizer
  JpGU-AGU　Joint Meeting 2017, 幕張メッセ，千葉
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] 交換モンテカルロ法を用いた角閃石固溶体の非理想パラメータの最適化2017
- Author(s)
  岡本敦・桑谷立・上木賢太・大森敏明・福島孝治
- Organizer
  JpGU-AGU　Joint Meeting 2017
- Data Source
  KAKENHI-PROJECT-15K20864
[Presentation] 地球科学におけるデータ駆動型解析2017
- Author(s)
  桑谷立
- Organizer
  日本情報地質学会・地質情報整備活用機構共催シンポジウム
- Invited
- Data Source
  KAKENHI-PROJECT-17H01703
[Presentation] インフォマティクスで解き明かす岩石の歴史2017
- Author(s)
  桑谷立
- Organizer
  海洋地球インフォマティクス, 海運クラブ，東京(2017)
- Invited
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] 島弧地殻エネルギーを評価するためのデータ駆動型解析2017
- Author(s)
  桑谷立・岩森光・駒井武
- Organizer
  JpGU-AGU　Joint Meeting 2017, 幕張メッセ，千葉
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] 地球システムの理解に向けた情報計測融合2017
- Author(s)
  桑谷立
- Organizer
  第61回システム制御情報学会研究発表講演会，京都テルサ，京都 (SCI’17), (2017)
- Invited
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] Data-driven geoscience: concept and applications2016
- Author(s)
  Tatsu KUWATANI, Kenji NAGATA, Masato OKADA, Takeshi KOMAI
- Organizer
  Goldschmidt2016
- Place of Presentation
  Pacifico Yokohama, Yokohama, Japan
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] マルコフ連鎖モンテカルロ法による化学組成データプロセッシング2016
- Author(s)
  桑谷立，永田賢二，赤穂昭太郎，岩森光
- Organizer
  資源・素材学会平成28（2016）年度春季大会
- Place of Presentation
  東京都文京区，東京大学
- Year and Date
  2016-03-28
- Data Source
  KAKENHI-PROJECT-15K20864
[Presentation] Data-driven geoscience: concept and applications2016
- Author(s)
  Tatsu KUWATANI, Kenji NAGATA, Masato OKADA, Takeshi KOMAI
- Organizer
  Goldschmidt2016（国際学会）
- Place of Presentation
  Pacifico Yokohama, Yokohama, Japan
- Year and Date
  2016-06-28
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K20864
[Presentation] 岩石－水相互作用を支配する不均質反応ダイナミクスの統計的推定2016
- Author(s)
  大森敏明，桑谷立，岡本敦，福島孝治
- Organizer
  日本物理学会第71回年次大会（2016年）
- Place of Presentation
  仙台，東北学院大学
- Year and Date
  2016-03-28
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] MORB全岩組成からの溶融度とマントル原岩組成の同時推定:地球化学へのデータ駆動型解析の応用2016
- Author(s)
  桑谷立、永田賢二、赤穂昭太郎、岩森光
- Organizer
  日本地球惑星科学連合2016年大会
- Place of Presentation
  千葉，幕張メッセ
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] 近似的ベイズ計算による岩石ー水相互作用における表面積モデル選択2016
- Author(s)
  福島孝治、岡本敦、桑谷立、大森敏明
- Organizer
  日本地球惑星科学連合2016年大会
- Place of Presentation
  千葉，幕張メッセ
- Invited
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] 岩石－水相互作用を支配する不均質反応ダイナミクスの統計的推定2016
- Author(s)
  大森敏明，桑谷立，岡本敦，福島孝治
- Organizer
  日本物理学会第71回年次大会（2016年）
- Place of Presentation
  宮城県仙台市，東北学院大学
- Year and Date
  2016-03-22
- Data Source
  KAKENHI-PROJECT-15K20864
[Presentation] メタチャート中の紅簾石の幅と縦横比：2変量対数正規分布による定量化2016
- Author(s)
  増田俊明・大森康智・西脇伸・松村太郎次郎・桑谷立
- Organizer
  日本地質学会第123 年学術大会
- Place of Presentation
  東京都世田谷区，日本大学
- Year and Date
  2016-09-11
- Data Source
  KAKENHI-PROJECT-15K20864
[Presentation] PCA/ICAによる深層地下水データベースの多変量解析2016
- Author(s)
  吉田健太・桑谷立・中村仁美・原口悟・風早康平・高橋正明・岩森光
- Organizer
  日本鉱物科学会2016年年会
- Place of Presentation
  金沢，金沢大学
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] PCA/ICAによる深層地下水データベースの多変量解析2016
- Author(s)
  吉田健太・桑谷立・中村仁美・原口悟・風見康平・高橋正明・岩森光
- Organizer
  日本鉱物科学会2016年年会
- Place of Presentation
  石川県金沢市，金沢大学
- Year and Date
  2016-09-23
- Data Source
  KAKENHI-PROJECT-15K20864
[Presentation] 疎性モデリングを用いたスロー地震のインバージョン－Fused Lassoの適用2016
- Author(s)
  中田令子・日野英逸・桑谷立・岡田真人・堀高峰
- Organizer
  日本地球惑星科学連合2016年大会
- Place of Presentation
  千葉，幕張メッセ
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] Simultaneous estimation of melting degree and source composition of MORB using Markov chain Monte Carlo (MCMC) method2016
- Author(s)
  Tatsu KUWATANI, Kenji NAGATA, Hikaru IWAMORI, Shotaro AKAHO
- Organizer
  Asia Oceania Geosciences Society (AOGS) 2016
- Place of Presentation
  Beijing, China
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] 機械学習による含水マグマの熱力学モデルの構築2016
- Author(s)
  上木賢太、桑谷立、岩森光
- Organizer
  日本地球惑星科学連合2016年大会
- Place of Presentation
  千葉，幕張メッセ
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] 地球化学データを用いた仙台平野における歴史津波堆積物の統計的判別方法に関する研究2016
- Author(s)
  細田憲弘, 渡邊隆広, 桑谷立, 土屋範芳
- Organizer
  資源・素材学会平成28（2016）年度春季大会
- Place of Presentation
  東京，東京大学
- Year and Date
  2016-03-28
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] 機械学習による含水マグマの熱力学モデルの構築2016
- Author(s)
  上木賢太、桑谷立、岩森光
- Organizer
  日本地球惑星科学連合2016年大会
- Place of Presentation
  千葉県千葉市，幕張メッセ
- Year and Date
  2016-05-22
- Data Source
  KAKENHI-PROJECT-15K20864
[Presentation] MORB全岩組成からの溶融度とマントル原岩組成の同時推定:地球化学へのデータ駆動型解析の応用2016
- Author(s)
  桑谷立、永田賢二、赤穂昭太郎、岩森光
- Organizer
  日本地球惑星科学連合2016年大会
- Place of Presentation
  千葉県千葉市，幕張メッセ
- Year and Date
  2016-05-22
- Data Source
  KAKENHI-PROJECT-15K20864
[Presentation] ベイズ推論による鉱物組成累帯構造からの温度－圧力－時間履歴推定の試み2016
- Author(s)
  桑谷立・岡本敦・吉田健太・奥平敬元
- Organizer
  日本地質学会第123 年学術大会
- Place of Presentation
  東京，日本大学
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] マルコフ連鎖モンテカルロ法による化学組成データプロセッシング2016
- Author(s)
  桑谷立・永田賢二・赤穂昭太郎・岩森光
- Organizer
  資源・素材学会平成28（2016）年度春季大会
- Place of Presentation
  東京，東京大学
- Year and Date
  2016-03-28
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] ベイズ推論による鉱物組成累帯構造からの温度－圧力－時間履歴推定の試み2016
- Author(s)
  桑谷立・岡本敦・吉田健太・奥平敬元
- Organizer
  日本地質学会第123 年学術大会
- Place of Presentation
  東京都世田谷区，日本大学
- Year and Date
  2016-09-11
- Data Source
  KAKENHI-PROJECT-15K20864
[Presentation] 近似的ベイズ計算による岩石－水相互作用における表面積モデル選択2016
- Author(s)
  福島孝治，岡本敦，桑谷立，大森敏明
- Organizer
  日本物理学会第71回年次大会（2016年）
- Place of Presentation
  仙台，東北学院大学
- Year and Date
  2016-03-19
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] 近似的ベイズ計算による岩石－水相互作用における表面積モデル選択2016
- Author(s)
  福島孝治，岡本敦，桑谷立，大森敏明
- Organizer
  日本物理学会第71回年次大会（2016年）
- Place of Presentation
  宮城県仙台市，東北学院大学
- Year and Date
  2016-03-20
- Data Source
  KAKENHI-PROJECT-15K20864
[Presentation] Simultaneous estimation of melting degree and source composition of MORB using Markov chain Monte Carlo (MCMC) method2016
- Author(s)
  Tatsu KUWATANI, Kenji NAGATA, Hikaru IWAMORI, Shotaro AKAHO
- Organizer
  Asia Oceania Geosciences Society (AOGS) 2016（国際学会）
- Place of Presentation
  Beijing, China
- Year and Date
  2016-08-02
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K20864
[Presentation] 地球科学分野におけるデータ駆動科学の進展2016
- Author(s)
  桑谷立，駒井武
- Organizer
  新学術領域研究「疎性モデリング」2015年度公開シンポジウム
- Place of Presentation
  神戸，神戸大学
- Year and Date
  2016-03-07
- Invited
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] 非負値行列分解による広域変成岩の全岩化学組成特徴抽出～四国・三波川変成帯を例として～2016
- Author(s)
  吉田健太・赤穗太郎・岩森光・桑谷立
- Organizer
  日本地質学会第123年学術大会
- Place of Presentation
  東京都世田谷区，日本大学
- Year and Date
  2016-09-11
- Data Source
  KAKENHI-PROJECT-15K20864
[Presentation] 近似的ベイズ計算による岩石ー水相互作用における表面積モデル選択2016
- Author(s)
  福島孝治、岡本敦、桑谷立、大森敏明
- Organizer
  日本地球惑星科学連合2016年大会
- Place of Presentation
  千葉県千葉市，幕張メッセ
- Year and Date
  2016-05-22
- Invited
- Data Source
  KAKENHI-PROJECT-15K20864
[Presentation] 非負値行列分解による広域変成岩の全岩化学組成特徴抽出～四国・三波川変成帯を例として～2016
- Author(s)
  吉田健太・赤穗昭太郎・岩森光・桑谷立
- Organizer
  日本地質学会第123年学術大会
- Place of Presentation
  東京，日本大学
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] メタチャート中の紅簾石の幅と縦横比：2変量対数正規分布による定量化2016
- Author(s)
  増田俊明・大森康智・西脇　伸・松村太郎次郎・桑谷　立
- Organizer
  日本地質学会第123 年学術大会
- Place of Presentation
  東京，日本大学
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] 海洋玄武岩全岩組成への主成分分析の適用とその定量的理解：ココスプレート海洋底変質玄武岩の例2015
- Author(s)
  宇野正起，桑谷立，上木賢太
- Organizer
  日本地球惑星科学連合2015年大会
- Place of Presentation
  千葉県千葉市，幕張メッセ
- Year and Date
  2015-05-27
- Data Source
  KAKENHI-PROJECT-15K20864
[Presentation] Geodetic data inversion for spatial distribution of slip under smoothness, discontinuity, and sparsity constraints2015
- Author(s)
  R. Nakata, T. Kuwatani, M. Okada, T. Hori
- Organizer
  International Meeting on “High-Dimensional Data Driven Science” (HD3-2015)
- Place of Presentation
  京都，メルパルク京都
- Year and Date
  2015-12-16
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] Geodetic data inversion for spatial distribution of slip under smoothness, discontinuity, and sparsity constraints2015
- Author(s)
  Nakata, R., Kuwatani, T., Okada, M., Hori, T.
- Organizer
  International Meeting on “High-Dimensional Data Driven Science (HD3-2015)
- Place of Presentation
  Merparque Kyoto, Kyoto, Japan
- Year and Date
  2015-12-16
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25280090
[Presentation] 溶液中の多形鉱物の核形成の経路に関するミクロなモデル2015
- Author(s)
  岡本敦，桑谷立，大森敏明，福島孝治
- Organizer
  日本地球惑星科学連合大会 2015
- Place of Presentation
  千葉，幕張メッセ
- Year and Date
  2015-05-27
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] 溶液中の多形鉱物の核形成の経路に関するミクロなモデル2015
- Author(s)
  岡本敦，桑谷立，大森敏明，福島孝治
- Organizer
  日本地球惑星科学連合2015年大会
- Place of Presentation
  千葉県千葉市，幕張メッセ
- Year and Date
  2015-05-27
- Data Source
  KAKENHI-PROJECT-15K20864
[Presentation] 疎性モデリングを用いた余効すべりのインバージョン2015
- Author(s)
  中田令子，桑谷立，岡田真人，堀高峰
- Organizer
  日本地球惑星科学連合大会
- Place of Presentation
  幕張メッセ（千葉）
- Year and Date
  2015-05-27
- Data Source
  KAKENHI-PROJECT-25280090
[Presentation] 地球科学研究における統計数理手法の活用と展開2015
- Author(s)
  駒井武，桑谷立
- Organizer
  日本地球惑星科学連合大会 2015
- Place of Presentation
  千葉，幕張メッセ
- Year and Date
  2015-05-27
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] 化学組成分布データからの地球科学プロセス逆推定2015
- Author(s)
  桑谷立，永田賢二，赤穂昭太郎，岩森光
- Organizer
  資源・素材2015（松山）
- Place of Presentation
  松山，愛媛大学
- Year and Date
  2015-09-09
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] 地球科学研究における統計数理手法の活用と展開2015
- Author(s)
  駒井武，桑谷立
- Organizer
  日本地球惑星科学連合2015年大会
- Place of Presentation
  千葉県千葉市，幕張メッセ
- Year and Date
  2015-05-27
- Data Source
  KAKENHI-PROJECT-15K20864
[Presentation] 名取川流域における因子分析を用いた重金属類の分布メカニズムの解明2015
- Author(s)
  中村謙吾，桑谷立，川辺能成，駒井武
- Organizer
  日本地球惑星科学連合大会 2015
- Place of Presentation
  千葉，幕張メッセ
- Year and Date
  2015-05-27
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] Data-Driven Modeling for Geochemical Processes2015
- Author(s)
  T. Kuwatani, K. Nagata, M. Okada, T. Komai
- Organizer
  AOGS2015　Annual meeting
- Place of Presentation
  SUNTEC, Singapore
- Year and Date
  2015-08-05
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] 不均質反応を支配する非線形ダイナミクスのベイズ解析～岩石形成ダイナミクスの理解に向けて～2015
- Author(s)
  大森敏明，桑谷立，岡本敦，福島孝治
- Organizer
  日本地球惑星科学連合2015年大会
- Place of Presentation
  千葉県千葉市，幕張メッセ
- Year and Date
  2015-05-27
- Data Source
  KAKENHI-PROJECT-15K20864
[Presentation] 疎性モデリングを用いたすべり分布のインバージョン2015
- Author(s)
  中田令子，桑谷立，岡田真人，堀高峰
- Organizer
  日本地震学会秋季大会
- Place of Presentation
  神戸国際会議場（神戸）
- Year and Date
  2015-10-27
- Data Source
  KAKENHI-PROJECT-25280090
[Presentation] Improvement in reproducibility of spatial distribution of afterslip in geodetic data inversion2015
- Author(s)
  R. Nakata, T. Kuwatani, M. Okada, T. Hori
- Organizer
  AOGS2015　Annual meeting
- Place of Presentation
  SUNTEC, Singapore
- Year and Date
  2015-08-05
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] 地球惑星科学へのデータ駆動アプローチ2015
- Author(s)
  桑谷立，永田賢二，岡田真人，駒井武
- Organizer
  日本地球惑星科学連合2015年大会
- Place of Presentation
  千葉県千葉市，幕張メッセ
- Year and Date
  2015-05-27
- Data Source
  KAKENHI-PROJECT-15K20864
[Presentation] 化学組成分布データからの地球科学プロセス逆推定2015
- Author(s)
  桑谷立，永田賢二，赤穂昭太郎，岩森光
- Organizer
  資源・素材2015（松山）
- Place of Presentation
  愛媛県松山市，愛媛大学
- Year and Date
  2015-09-09
- Data Source
  KAKENHI-PROJECT-15K20864
[Presentation] 海洋玄武岩全岩組成への主成分分析の適用とその定量的理解：ココスプレート海洋底変質玄武岩の例2015
- Author(s)
  宇野正起，桑谷立，上木賢太
- Organizer
  日本地球惑星科学連合大会 2015
- Place of Presentation
  千葉，幕張メッセ
- Year and Date
  2015-05-27
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] 津波堆積物のデータ駆動型解析2015
- Author(s)
  桑谷立
- Organizer
  スパースモデリングが生み出す自然科学ビッグデータ革命／新学術領域「疎性モデリング」公募説明会
- Place of Presentation
  徳島，徳島大学
- Year and Date
  2015-09-14
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] 地球惑星科学へのデータ駆動アプローチ2015
- Author(s)
  桑谷立，永田賢二，岡田真人，駒井武
- Organizer
  日本地球惑星科学連合大会 2015
- Place of Presentation
  千葉，幕張メッセ
- Year and Date
  2015-05-27
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] 疎性モデリングを用いたすべり分布のインバージョン2015
- Author(s)
  中田令子，桑谷立，岡田真人，堀高峰
- Organizer
  日本地震学会秋季大会
- Place of Presentation
  神戸，神戸国際会議場
- Year and Date
  2015-10-27
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] 不均質反応を支配する非線形ダイナミクスのベイズ解析～岩石形成ダイナミクスの理解に向けて～2015
- Author(s)
  大森敏明，桑谷立，岡本敦，福島孝治
- Organizer
  日本地球惑星科学連合大会 2015
- Place of Presentation
  千葉，幕張メッセ
- Year and Date
  2015-05-27
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] Three Levels of Data-Driven Science2015
- Author(s)
  Y. Igarashi, K. Nagata, T. Kuwatani, T. Omori, Y. Nakanishi-Ohno, M. Okada
- Organizer
  International Meeting on “High-Dimensional Data Driven Science” (HD3-2015)
- Place of Presentation
  京都，メルパルク京都
- Year and Date
  2015-12-14
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] Improvement in reproducibility of spatial distribution of afterslip in geodetic data inversion2015
- Author(s)
  Nakata, R., Kuwatani, T., Okada, M., Hori, T.
- Organizer
  AOGS2015
- Place of Presentation
  Suntec Singapore Convention & Exhibition Centre, Suntec City, Singapore
- Year and Date
  2015-08-05
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25280090
[Presentation] 疎性モデリングを用いた余効すべりのインバージョン2015
- Author(s)
  中田令子，桑谷立，岡田真人，堀高峰
- Organizer
  日本地球惑星科学連合大会 2015
- Place of Presentation
  千葉，幕張メッセ
- Year and Date
  2015-05-27
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] Data-Driven Modeling for Geochemical Processes2015
- Author(s)
  T. Kuwatani, K. Nagata, M. Okada, T. Komai
- Organizer
  Asia Oceania Geosciences Society (AOGS) 2015　Annual meeting
- Place of Presentation
  SUNTEC, Singapore
- Year and Date
  2015-08-05
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K20864
[Presentation] 地球科学プロセス抽出のためのデータプロセッシング技術2014
- Author(s)
  桑谷立，永田賢二，岡田真人，駒井武
- Organizer
  資源・素材学会平成26年度春季大会
- Place of Presentation
  東京
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] 連想記憶モデルによる確率的潜在構造抽出アルゴリズムの有効性検証2014
- Author(s)
  若杉健介，桑谷立，永田賢二，麻生英樹，岡田真人
- Organizer
  日本物理学会第69回年次大会
- Place of Presentation
  神奈川
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] 岩石学へのデータ駆動型アプローチ2013
- Author(s)
  桑谷立，永田賢二，岡田真人，鳥海光弘
- Organizer
  日本地質学会
- Place of Presentation
  東北大学，宮城県，日本
- Data Source
  KAKENHI-PROJECT-25280090
[Presentation] 地球化学データを用いた津波堆積物の高精度判別－スパースモデリングを用いた高次元データプロセッシング－2013
- Author(s)
  桑谷立，永田賢二，岡田真人，渡邊隆弘，小川泰正，土屋範芳
- Organizer
  資源素材2013(札幌)
- Place of Presentation
  札幌
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] Exhaustive Search of Elemental Combinations for Geochemical Discrimination of Tsunami deposits2013
- Author(s)
  Tatsu Kuwatani, Kenji Nagata, Masato Okada, Takahiro Watanabe, Yasumasa Ogawa, Noriyoshi Tsuchiya
- Organizer
  American Geophysical Union, Fall Meeting
- Place of Presentation
  アメリカ，サンフランシスコ
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] Geochemical and statistical analysis of toxic elements in tsunami deposits occurred at March 11, 2011.2013
- Author(s)
  Takeshi Komai, Tatsu Kuwatani, Yoshishige Kawabe, Junko Hara, Masato Okada
- Organizer
  American Geophysical Union, Fall Meeting
- Place of Presentation
  アメリカ，サンフランシスコ
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] 岩石学へのデータ駆動型アプローチ2013
- Author(s)
  桑谷立，永田賢二，岡田真人，鳥海光弘
- Organizer
  日本地質学会第120年学術大会
- Place of Presentation
  仙台
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] 名取川流域における地殻表層の元素挙動の解明 ‐次元圧縮を用いた地球化学的特徴抽出‐
- Author(s)
  佐藤海里・中村謙吾・桑谷立・川辺能成・駒井武
- Organizer
  資源・素材学会平成27(2015)年度春季大会
- Place of Presentation
  千葉工業大学（千葉県津田沼市）
- Year and Date
  2015-03-27 – 2015-03-29
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] Principle component analysis for geochemical data of the 2011 Tohoku-oki tsunami sediments
- Author(s)
  K. Nakamura, T. Kuwatani, T.　Komai, T. Watanabe, Y. Ogawa,　N. Tsuchiya
- Organizer
  13th International Symposium on Mineral Exploiration
- Place of Presentation
  ベトナム・ハノイ
- Year and Date
  2014-09-22 – 2014-09-23
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] A trial for Improvement in reproducibility of spatial distribution of afterslip in geodetic data inversion
- Author(s)
  T. Hori, R. Nakata, T. Kuwatani, M. Okada
- Organizer
  American Geopysical Union Fall meeting 2014
- Place of Presentation
  アメリカ・サンフランシスコ
- Year and Date
  2014-12-15 – 2014-12-19
- Data Source
  KAKENHI-PROJECT-25280090
[Presentation] ベイズ推論を用いた地球環境科学空間データプロセッシング
- Author(s)
  桑谷立・駒井武
- Organizer
  資源・素材学会平成27(2015)年度春季大会
- Place of Presentation
  千葉工業大学（千葉県津田沼市）
- Year and Date
  2015-03-27 – 2015-03-29
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] Data processing technology for extracting earth processes
- Author(s)
  T. Kuwatani, K. Nagata, M. Okada, T. Komai, N. Tsuchiya
- Organizer
  13th International Symposium on Mineral Exploiration
- Place of Presentation
  ベトナム・ハノイ
- Year and Date
  2014-09-22 – 2014-09-23
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] 機械学習を用いた津波堆積物の地球化学的判別
- Author(s)
  桑谷立・永田賢二・岡田真人・渡邊隆弘・小川泰正・駒井武・土屋範芳
- Organizer
  日本地球惑星科学連合大会2014
- Place of Presentation
  パシフィコ横浜（神奈川県横浜市）
- Year and Date
  2014-04-28 – 2014-05-02
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] Data-driven analyses in earth and environmental sciences
- Author(s)
  T. Kuwatani, K. Nakamura, T. Komai
- Organizer
  12th international Workshop on Water Dynamics
- Place of Presentation
  東北大学（宮城県仙台市）
- Year and Date
  2015-03-09 – 2015-03-10
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] A trial for improvement in reproducibility of spatial distribution of afterslip in geodetic data inversion
- Author(s)
  T. Hori, R. Nakata, T. Kuwatani, M. Okada
- Organizer
  American Geophysical Union Fall meeting 2014
- Place of Presentation
  アメリカ，サンフランシスコ
- Year and Date
  2014-12-15 – 2014-12-19
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] Geochemical and statistical analysis of metal elements in soils and　tsunami deposits - An approach for medical geology for geoenvironment
- Author(s)
  T. Komai, T. Kuwatani, Y. Kawabe, J. Hara, N. Tsuchiya
- Organizer
  13th International Symposium on Mineral Exploiration
- Place of Presentation
  ベトナム・ハノイ
- Year and Date
  2014-09-22 – 2014-09-23
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] 次元圧縮技術による高次元地球化学データからの変成作用プロセス抽出
- Author(s)
  桑谷立・宇野正起
- Organizer
  日本地質学会第121年学術大会
- Place of Presentation
  鹿児島大学（鹿児島県鹿児島市）
- Year and Date
  2014-09-13 – 2014-09-15
- Data Source
  KAKENHI-PLANNED-25120005
[Presentation] Data Processing Technology for extracting earch processes
- Author(s)
  T. Kuwatani, K. Nagata, M. Okada, T. Komai, N. Tsuchiya
- Organizer
  13th International Symposium on Mineral Exploration
- Place of Presentation
  ベトナム・ハノイ
- Year and Date
  2014-09-22 – 2014-09-23
- Data Source
  KAKENHI-PROJECT-25280090

1. Komai Takeshi (30357024)

# of Collaborated Projects: 4 results

# of Collaborated Products: 27 results
2. Okada Masato (90233345)

# of Collaborated Projects: 3 results

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# of Collaborated Projects: 3 results

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Kuwatani Tatsu 桑谷 立

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Quantitative imaging of Earth's interior materials based on Bayesian sensingPrincipal Investigator

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Data-driven stratigraphic correlation system for drilling coresPrincipal Investigator

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Data-driven science and solid-earth geochemistryPrincipal Investigator

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Data-driven approach for new-generation petrologyPrincipal Investigator

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Kuwatani Tatsu 桑谷立

[Book] 図説地球科学の事典ビッグデータ解析2018