Noguchi Rina 野口里奈

Researcher Number	30792965
Other IDs
Affiliation (Current)	2025: 新潟大学, 自然科学系, 准教授
Affiliation (based on the past Project Information) *help	2021 – 2024: 新潟大学, 自然科学系, 助教 2019 – 2020: 国立研究開発法人宇宙航空研究開発機構, 宇宙科学研究所, 招聘研究員 2017 – 2018: 国立研究開発法人宇宙航空研究開発機構, 宇宙科学研究所, 任期制職員
Review Section/Research Field	Principal Investigator Basic Section 17010:Space and planetary sciences-related Except Principal Investigator Basic Section 17040:Solid earth sciences-related / Medium-sized Section 25:Social systems engineering, safety engineering, disaster prevention engineering, and related fields / Basic Section 17030:Human geosciences-related / Natural disaster / Disaster prevention science
Keywords	Principal Investigator 地質記載 / 画像解析 / 露頭柱状図 / 火星 / 機械学習 / 柱状図 / 露頭 Except Principal Investigator 噴火推移 / 火山 / 野外調査 … More / 特徴量 / 岩相 / 自動認識 / 特徴量抽出 / 画像認識 / 地質調査 / 露頭 / パタゴニア / 積雪水量調査 / 災害リスク評価 / 融雪 / 火山泥流 / 冠雪火山 / チリ / 統計数理 / 火道進化 / システマティックス / 火山灰 / 火山噴火推移 / 岩石・鉱物・鉱床学 / 自然現象観測・予測 / 噴出物 / 地質学 / 岩石・鉱物 / 統計解析 / 噴火 / モニタリング / 機械学習 / 火山噴出物 Less

Development of an automatic drawing scheme for stratigraphic column applicable to MarsPrincipal Investigator
- Principal Investigator
  
  野口里奈
- Project Period (FY)
  2022 – 2025
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 17010:Space and planetary sciences-related
- Research Institution
  Niigata University
Lahar flow simulation, scenario models, and hazard assessment of active snow- and ice-clad volcanoes in southern Chile
- Principal Investigator
  
  片岡香子
- Project Period (FY)
  2022 – 2026
- Research Category
  
  Fund for the Promotion of Joint International Research (Fostering Joint International Research (B))
- Review Section
  
  Medium-sized Section 25:Social systems engineering, safety engineering, disaster prevention engineering, and related fields
- Research Institution
  Niigata University
岩相の特徴量自動認識による火山性露頭その場調査手法の研究
- Principal Investigator
  
  春山純一
- Project Period (FY)
  2022 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 17040:Solid earth sciences-related
- Research Institution
  Japan Aerospace EXploration Agency
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
Analytical study of the product of volcanic eruption in terms of mathematical statistics for forecasting volcanic eruption sequence
- Principal Investigator
  
  Taketo Shimano
- Project Period (FY)
  2017 – 2019
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Natural disaster / Disaster prevention science
- Research Institution
  Tokoha University

All 2024 2023 2020 2019 2018 2017

All Journal Article Presentation

[Journal Article] Extraction of stratigraphic exposures on visible images using a supervised machine learning technique2023
- Author(s)
  Noguchi Rina、Shoji Daigo
- Journal Title
  
  Frontiers in Earth Science
  
  Volume: 11 Pages: 1-12
- DOI
  10.3389/feart.2023.1264701
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-22K14082
[Journal Article] Classification of volcanic ash particles using a convolutional neural network and probability2018
- Author(s)
  Shoji Daigo、Noguchi Rina、Otsuki Shizuka、Hino Hideitsu
- Journal Title
  
  Scientific Reports
  
  Volume: 8 Issue: 1 Pages: 8111-8111
- DOI
  10.1038/s41598-018-26200-2
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PLANNED-17H06459, KAKENHI-PROJECT-17H02063, KAKENHI-PROJECT-17J01798
[Journal Article] Analog experiment for rootless cone eruption2017
- Author(s)
  Noguchi, R., A. Hamada, A. Suzuki and K. Kurita
- Journal Title
  
  EPSC Abstracts
  
  Volume: 11 Pages: 2-2
- Data Source
  KAKENHI-PROJECT-17H02063
[Journal Article] New classification method of volcanic ash samples using statistically determined grain types2017
- Author(s)
  Noguchi, R., H. Hino, N. Geshi, S. Otsuki, and K. Kurita
- Journal Title
  
  arXiv:1712.05566 [physics.geo-ph]
  
  Volume: -
- Data Source
  KAKENHI-PROJECT-17H02063
[Journal Article] Shape recognition of volcanic ash by simple convolutional neural network2017
- Author(s)
  Shoji, D., and R. Noguchi.
- Journal Title
  
  arXiv:1706.07178 [physics.geo-ph]
  
  Volume: -
- Data Source
  KAKENHI-PROJECT-17H02063
[Journal Article] Geomorphological analyses for rootless cones -as natural analogue for dry-wet eruption scaling-2017
- Author(s)
  Noguchi, R. and K. Kurita
- Journal Title
  
  Proc. IAVCEI 2017
  
  Volume: - Pages: 281-281
- Data Source
  KAKENHI-PROJECT-17H02063
[Presentation] 柱状図自動作成に向けた描画アルゴリズムの開発2024
- Author(s)
  釘宮恵那, 野口里奈, 下司信夫, 藤本圭一郎, 白尾元理, 池谷広大, 春山純一
- Organizer
  第25回惑星圏研究会
- Data Source
  KAKENHI-PROJECT-22K14082
[Presentation] 惑星火山露頭調査効率化の研究　その２2023
- Author(s)
  春山純一、下司信夫、野口里奈、白尾元理、池谷広大、藤本圭一郎、庄司大悟
- Organizer
  日本地球惑星科学連合大会　2023年
- Data Source
  KAKENHI-PROJECT-23K22597
[Presentation] 乱れの少ない火山性露頭に対する地層の特徴量自動認識アルゴリズムの初期適用2023
- Author(s)
  藤本圭一郎、春山純一、下司信夫、野口里奈
- Organizer
  日本惑星科学会　秋季講演会
- Data Source
  KAKENHI-PROJECT-23K22597
[Presentation] 教師あり機械学習手法を用いた可視画像からの露頭領域抽出2023
- Author(s)
  野口里奈, 庄司大悟, 藤本圭一郎, 下司信夫, 白尾元理, 春山純一
- Organizer
  日本地球惑星科学連合2023年大会
- Data Source
  KAKENHI-PROJECT-22K14082
[Presentation] 教師あり機械学習手法を用いた可視画像からの露頭領域抽出2023
- Author(s)
  野口里奈、庄司大悟、藤本圭一郎、下司信夫、白尾元理、春山純一
- Organizer
  日本地球惑星科学連合大会　2023年
- Data Source
  KAKENHI-PROJECT-23K22597
[Presentation] 視覚情報からの野外地質構造判断プロセス解析：画像情報によるリモートセンシング地質調査への応用2023
- Author(s)
  下司信夫、野口里奈、白尾元理、庄司大悟、藤本圭一郎、池谷広大、春山純一
- Organizer
  日本地球惑星科学連合大会　2023年
- Data Source
  KAKENHI-PROJECT-23K22597
[Presentation] 地質調査手法の高度化のための地層の特徴量自動認識アルゴリズムの初期適用2023
- Author(s)
  藤本圭一郎、春山純一、下司信夫、野口里奈
- Organizer
  日本地球惑星科学連合大会　2023年
- Data Source
  KAKENHI-PROJECT-23K22597
[Presentation] 粒子の形状と透過性による火山灰の初期記載方法の開発2020
- Author(s)
  野口里奈、下司信夫、庄司大悟、日野英逸
- Organizer
  日本火山学会2020年度秋季大会
- Data Source
  KAKENHI-PROJECT-20H01986
[Presentation] 粒子形状と透過性に基づいた機械学習による火山灰粒子画像分類2020
- Author(s)
  野口里奈、板木拓也、庄司大悟、大槻静香
- Organizer
  JpGU-AGU Joint Meeting 2020
- Data Source
  KAKENHI-PROJECT-20H01986
[Presentation] マグマ破砕メカニズム抽出のための溶岩破壊実験2019
- Author(s)
  野口里奈・大槻静香・鈴木絢子・長谷川直
- Organizer
  平成30年度宇宙科学に関する室内実験シンポジウム
- Data Source
  KAKENHI-PROJECT-17H02063
[Presentation] Statistical analysis of grain morphology generated under hypervelocity impact experiment as an analog of volcanic explosion2019
- Author(s)
  Noguchi, R., S. Otsuki, A.I. Suzuki, and S. Hasegawa
- Organizer
  JpGU Meeting 2019
- Data Source
  KAKENHI-PROJECT-17H02063
[Presentation] ハワイの巨大ルートレスコーンの形成過程検討2018
- Author(s)
  野口里奈・大槻静香・栗田敬
- Organizer
  日本火山学会2018年秋季大会
- Data Source
  KAKENHI-PROJECT-17H02063
[Presentation] Exploration of miniature volcanology using rootless cones as natural analogues of huge volcanoes across Earth and Mars2018
- Author(s)
  Rina Noguchi and Kei Kurita
- Organizer
  7th International Maar Conference, Olot, Spain
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17H02063
[Presentation] Statistical classification of tephra from rootless eruptions2017
- Author(s)
  Noguchi, R., K. Kurita, H. Hino, and N. Geshi
- Organizer
  JpGU-AGU Joint Meeting 2017
- Data Source
  KAKENHI-PROJECT-17H02063
[Presentation] Geomorphological analyses for rootless cones - as natural analogue for dry-wet eruption scaling -2017
- Author(s)
  Noguchi, R. and K. Kurita
- Organizer
  IAVCEI 2017 Scientific Assembly, Portland
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17H02063
[Presentation] Cluster analyses for volcanic pyroclasts using grain shapes2017
- Author(s)
  Noguchi, R. and H. Hino
- Organizer
  JpGU-AGU Joint Meeting 2017
- Data Source
  KAKENHI-PROJECT-17H02063
[Presentation] Rootless cones as Martian cone analogues and miniature volcanoes2017
- Author(s)
  Noguchi, R. and K. Kurita
- Organizer
  JpGU-AGU Joint Meeting 2017
- Data Source
  KAKENHI-PROJECT-17H02063
[Presentation] Kitchen analog for rootless cone eruption; explosive bekkouame?2017
- Author(s)
  Noguchi, R., K. Kurita, A. Suzuki, and A. Hamada
- Organizer
  JpGU-AGU Joint Meeting 2017
- Data Source
  KAKENHI-PROJECT-17H02063

1. Taketo Shimano (70396894)

# of Collaborated Projects: 2 results

# of Collaborated Products: 0 results
2. 上木賢太 (40646353)

# of Collaborated Projects: 2 results

# of Collaborated Products: 0 results
3. 井口正人 (60144391)

# of Collaborated Projects: 2 results

# of Collaborated Products: 0 results
4. 安田敦 (70222354)

# of Collaborated Projects: 2 results

# of Collaborated Products: 0 results
5. 三輪学央 (80615659)

# of Collaborated Projects: 2 results

# of Collaborated Products: 0 results
6. 桑谷立 (60646785)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
7. 片岡香子 (00378548)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
8. 松元高峰 (20374209)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
9. 常松佳恵 (90722207)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
10. 南裕介 (10828015)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
11. 春山純一 (40373443)

# of Collaborated Projects: 1 results

# of Collaborated Products: 5 results
12. 庄司大悟 (10831109)

# of Collaborated Projects: 1 results

# of Collaborated Products: 3 results
13. 藤本圭一郎 (20446602)

# of Collaborated Projects: 1 results

# of Collaborated Products: 5 results
14. 下司信夫 (70356955)

# of Collaborated Projects: 1 results

# of Collaborated Products: 5 results

Noguchi Rina 野口 里奈

Research Projects

Research Products

Co-Researchers

Development of an automatic drawing scheme for stratigraphic column applicable to MarsPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Lahar flow simulation, scenario models, and hazard assessment of active snow- and ice-clad volcanoes in southern Chile

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

岩相の特徴量自動認識による火山性露頭その場調査手法の研究

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Research on the relationship between eruption sequence and conduit evolution processes by constructing volcanic ash systematics

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Analytical study of the product of volcanic eruption in terms of mathematical statistics for forecasting volcanic eruption sequence

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

[Journal Article] Extraction of stratigraphic exposures on visible images using a supervised machine learning technique2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Classification of volcanic ash particles using a convolutional neural network and probability2018

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Analog experiment for rootless cone eruption2017

Author(s)

Journal Title

Data Source

[Journal Article] New classification method of volcanic ash samples using statistically determined grain types2017

Author(s)

Journal Title

Data Source

[Journal Article] Shape recognition of volcanic ash by simple convolutional neural network2017

Author(s)

Journal Title

Data Source

[Journal Article] Geomorphological analyses for rootless cones -as natural analogue for dry-wet eruption scaling-2017

Author(s)

Journal Title

Data Source

[Presentation] 柱状図自動作成に向けた描画アルゴリズムの開発2024

Author(s)

Organizer

Data Source

[Presentation] 惑星火山露頭調査効率化の研究 その２2023

Author(s)

Organizer

Data Source

[Presentation] 乱れの少ない火山性露頭に対する地層の特徴量自動認識アルゴリズムの初期適用2023

Author(s)

Organizer

Data Source

[Presentation] 教師あり機械学習手法を用いた可視画像からの露頭領域抽出2023

Author(s)

Organizer

Data Source

[Presentation] 教師あり機械学習手法を用いた可視画像からの露頭領域抽出2023

Author(s)

Organizer

Data Source

Noguchi Rina 野口里奈

[Presentation] 惑星火山露頭調査効率化の研究　その２2023