FUKUSHIGE Yudai 福重雄大

… Alternative Names

福重雄大フクシゲユウダイ

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Researcher Number	80845850
Other IDs
Affiliation (Current)	2025: 国立研究開発法人農業・食品産業技術総合研究機構, 農村工学研究部門, 研究員
Affiliation (based on the past Project Information) *help	2021 – 2023: 国立研究開発法人農業・食品産業技術総合研究機構, 農村工学研究部門, 研究員
Review Section/Research Field	Except Principal Investigator Basic Section 41030:Rural environmental engineering and planning-related
Keywords	Except Principal Investigator リアルタイム / 画像認識 / ANNモデル / 流出予測モデル / 降雨時空間分布 / 深層学習 / 豪雨対策 / 流域水管理 / 洪水緩和ポテンシャル / 模擬発生 … More / 生成モデル / 気候変動 / 水害リスク / 拡散モデル / 流域治水 Less

Flood risk assessment using spatio-temporal distribution of heavy rainfall generated by a deep learning model
- Principal Investigator
  
  Minakawa Hiroki
- Project Period (FY)
  2021 – 2023
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 41030:Rural environmental engineering and planning-related
- Research Institution
  National Agriculture and Food Research Organization
Development of a real-time flood forecasting model for low-lying area based on observed water levels and short-term precipitation forecasts
- Principal Investigator
  
  Yoshinaga Ikuo
- Project Period (FY)
  2021 – 2023
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 41030:Rural environmental engineering and planning-related
- Research Institution
  National Agriculture and Food Research Organization

All 2024 2023 2022

All Journal Article Presentation

[Journal Article] CREATION AND VERIFICATION OF A PRETRAINED MODEL FOR RIVER FLOOD PREDICTIONS2024
- Author(s)
  木村延明，皆川裕樹，福重雄大，馬場大地
- Journal Title
  
  Japanese Journal of JSCE
  
  Volume: 80 Issue: 16 Pages: n/a
- DOI
  10.2208/jscejj.23-16147
- ISSN
  2436-6021
- Language
  Japanese
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21K05838, KAKENHI-PROJECT-21H02310
[Journal Article] WATER LEVEL PREDICTIONS THAT VISUALIZE UNCERTAINTY USING LSTM COUPLED WITH ALTERNATIVE METHODS IN BAYESIAN INFERENCE AT A RESERVOIR NEAR A DRAINAGE PUMPING STATION2024
- Author(s)
  木村延明，皆川裕樹，福重雄大，吉永育生，馬場大地
- Journal Title
  
  Japanese Journal of JSCE
  
  Volume: 80 Issue: 22 Pages: n/a
- DOI
  10.2208/jscejj.23-22011
- ISSN
  2436-6021
- Language
  Japanese
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21K05838, KAKENHI-PROJECT-21H02310
[Journal Article] GENERATING AN AI PRETRAINED MODEL FOR FLOOD PREDICTIONS USING TRANSFER LEARNING2023
- Author(s)
  木村延明、皆川裕樹、福重雄大、馬場大地
- Journal Title
  
  Advances in River Engineering
  
  Volume: 29 Issue: 0 Pages: 79-84
- DOI
  10.11532/river.29.0_79
- ISSN
  2436-6714
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K05838, KAKENHI-PROJECT-21H02310
[Journal Article] A sophisticated model for riverine-flood predictions using convolutional LSTM and transfer learning2023
- Author(s)
  木村延明、皆川裕樹、福重雄大、吉永育生、馬場大地
- Journal Title
  
  Artificial Intelligence and Data Science
  
  Volume: 4 Issue: 3 Pages: 361-368
- DOI
  10.11532/jsceiii.4.3_361
- ISSN
  2435-9262
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K05838, KAKENHI-PROJECT-21H02310
[Journal Article] PROPOSING A PRE-PROCESSING THAT CONTRIBUTES TO THE ACCURACY IMPROVEMENT OF LSTM WATER LEVEL PREDICTIONS WITH EXTRACTED, PERIODICAL DATA2022
- Author(s)
  木村延明、吉永育生、皆川裕樹、福重雄大、馬場大地
- Journal Title
  
  Intelligence, Informatics and Infrastructure
  
  Volume: 3 Issue: J2 Pages: 85-91
- DOI
  10.11532/jsceiii.3.J2_85
- ISSN
  2435-9262
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21H02310
[Presentation] 拡散モデルによる多様な時空間分布特性を備えた降雨データ生成の試み2024
- Author(s)
  皆川裕樹、福重雄大、相原星哉
- Organizer
  農業農村工学会大会講演会
- Data Source
  KAKENHI-PROJECT-21K05841

1. Minakawa Hiroki (70527019)

# of Collaborated Projects: 2 results

# of Collaborated Products: 1 results
2. Yoshinaga Ikuo (50414420)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
3. 中田達 (10584336)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
4. 島崎昌彦 (30355135)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
5. 木村延明 (40706842)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results

FUKUSHIGE Yudai 福重 雄大

福重 雄大 フクシゲ ユウダイ

Research Projects

Research Products

Co-Researchers

Flood risk assessment using spatio-temporal distribution of heavy rainfall generated by a deep learning model

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Development of a real-time flood forecasting model for low-lying area based on observed water levels and short-term precipitation forecasts

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] CREATION AND VERIFICATION OF A PRETRAINED MODEL FOR RIVER FLOOD PREDICTIONS2024

Author(s)

Journal Title

DOI

ISSN

Language

Data Source

[Journal Article] WATER LEVEL PREDICTIONS THAT VISUALIZE UNCERTAINTY USING LSTM COUPLED WITH ALTERNATIVE METHODS IN BAYESIAN INFERENCE AT A RESERVOIR NEAR A DRAINAGE PUMPING STATION2024

Author(s)

Journal Title

DOI

ISSN

Language

Data Source

[Journal Article] GENERATING AN AI PRETRAINED MODEL FOR FLOOD PREDICTIONS USING TRANSFER LEARNING2023

Author(s)

Journal Title

DOI

ISSN

Language

Data Source

[Journal Article] A sophisticated model for riverine-flood predictions using convolutional LSTM and transfer learning2023

Author(s)

Journal Title

DOI

ISSN

Language

Data Source

[Journal Article] PROPOSING A PRE-PROCESSING THAT CONTRIBUTES TO THE ACCURACY IMPROVEMENT OF LSTM WATER LEVEL PREDICTIONS WITH EXTRACTED, PERIODICAL DATA2022

Author(s)

Journal Title

DOI

ISSN

Language

Data Source

[Presentation] 拡散モデルによる多様な時空間分布特性を備えた降雨データ生成の試み2024

Author(s)

Organizer

Data Source

FUKUSHIGE Yudai 福重雄大

福重雄大フクシゲユウダイ