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J-GLOBAL ID：201601016349835930 Update date: Mar. 19, 2025

Minakawa Hiroki

ミナカワヒロキ | Minakawa Hiroki

Affiliation and department：

Research field (1)： Rural environmental engineering and planning

Research theme for competitive and other funds (8)：

2021 - 2024 深層学習モデルで生成する豪雨の時空間分布を活用した流域の水害リスク評価
2021 - 2024 実測水位と降水短時間予報に基づくリアルタイム低平地氾濫予測モデルの開発
2021 - 2024 Smart paddy water management based on simulation of ponded water and soil temperature variation in paddy fields
2019 - 2022 Development of an evaluation method of flood damage risk on crops and its expansion to insurance business
2019 - 2021 Development of a seamless hydrological model for seamless calculation between flooding and drought

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Papers (27)：

Nobuaki KIMURA, Hiroki MINAKAWA, Masaomi KIMURA, Yudai FUKUSHIGE, Ikuo YOSHINAGA. APPLICATION OF PHYSICS-INFORMED NEURAL NETWORKS (PINN) COUPLED WITH ONE-DIMENSIONAL UNSTEADY FLOW SIMULATION TO OPEN CHANNEL FLOW. Japanese Journal of JSCE. 2025. 81. 16. n/a-n/a
KIMURA Nobuaki, MINAKAWA Hiroki, FUKUSHIGE Yudai, YOSHINAGA Ikuo, BABA Daichi. EXAMINATION OF IMPROVING FLOOD PREDICTION ACCURACY USING A TIMESNET MODEL. Advances in River Engineering. 2024. 30. 611-616
相原星哉, 吉田武郎, 皆川裕樹, 高田亜沙里. Improvement of Short-term Runoff Processes of a Distributed Water Circulation Model. 農業農村工学会論文集. 2023. 91. 1
相原星哉, 吉田武郎, 皆川裕樹, 高田亜沙里, 久保田富次郎. Evaluation of spillway gate release strategies to improve the flood control effects of prior release from agricultural reservoirs. 応用水文. 2023. 35
皆川裕樹, 宮津進. Functional Evaluation of Paddy Field Dam Devices with Different Characteristics Using Generated Heavy Rainfall Data. 農業農村工学会論文集. 2022. 90. 1

MISC (142)：

木村延明, 皆川裕樹, 木村匡臣, 朝稲京. 観測値・AI・浸水情報を用いた水利施設の操作支援システム開発-Developing a Support System for the Operators in Irrigation Facilities Using Observation, AI and Inundation Information. 水土の知 : 農業土木学会誌, journal of Japanese Society of Irrigation, Drainage and Reclamation Engineering / 農業農村工学会編. 2025. 93. 2. 87-91
皆川裕樹. 田んぼダム器具の効果と特徴の整理-現地実証・模型実験・簡易計算による評価事例-. ARIC情報. 2024. 152
Kimura, N, Minakawa, H, Fukushige, Y, Baba, D. Generating an AI pretrained model for flood predictions using transfer learning. Advances in River Engineering. 2023. 29. 79-84
皆川裕樹, 木村延明, 福重雄大, 相原星哉. A Simplified Method to Estimate Inundation Hazard Areas Using Digital Elevation Models for Constructing a Water Level Database. 応用水文. 2023. 35. 19-28
皆川裕樹. Spreading Japanese Agricultural Technology to Asia “Paddy Field Dam”, A Countermeasure against Heavy Rainfall Using Paddy Fields. 機械化農業. 2023. 3267

Professional career (1)：

Work history (5)：

Awards (3)：

2023/08 - 公益社団法人農業農村工学会優秀論文賞模擬豪雨を活用した特徴の異なる田んぼダム器具の機能評価
2021/12 - 国立研究開発法人農業・食品産業技術総合研究機構 NARO RESEARCH PRIZE 2021 水田の保水機能を活用した洪水防止システム開発
2019/09 - 公益社団法人農業農村工学会研究奨励賞低平水田域における豪雨被害リスクとその不確実性の評価に関する一連の研究

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