Yoshinaga Ikuo

ヨシナガイクオ | Yoshinaga Ikuo

Affiliation and department：

Research field (1)： Rural environmental engineering and planning

Research theme for competitive and other funds (5)：

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
2018 - 2022 The development of water bloom prediction model for irrigation reservoirs
2013 - 2015 Developing a field survey system for radio cesium in bottom sediments
2008 - 2010 The effect of agriculture on water environment in a subtropical island
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Papers (49)：

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
Nobuaki KIMURA, Hiroki MINAKAWA, Yudai FUKUSHIGE, Ikuo YOSHINAGA, Daichi BABA. ベイズ推定の代替手法を用いた不確実性を可視化する排水機場遊水池のLSTM水位予測モデル. Japanese Journal of JSCE. 2024. 80. 22. n/a-n/a
KIMURA Nobuaki, MINAKAWA Hiroki, FUKUSHIGE Yudai, YOSHINAGA Ikuo, BABA Daichi. A sophisticated model for riverine-flood predictions using convolutional LSTM and transfer learning. Artificial Intelligence and Data Science. 2023. 4. 3. 361-368
KIMURA Nobuaki, YOSHINA Ikuo, MINAGAWA Hiroki, FUKUSHIGE Yudai, BABA Daichi. PROPOSING A PRE-PROCESSING THAT CONTRIBUTES TO THE ACCURACY IMPROVEMENT OF LSTM WATER LEVEL PREDICTIONS WITH EXTRACTED, PERIODICAL DATA. Intelligence, Informatics and Infrastructure. 2022. 3. J2. 85-91
Outline of Japan Low-Lying Farmland Where Sea Elevation is Below 10 Meters. Transactions of The Japanese Society of Irrigation, Drainage and Rural Engineering. 2022. 90. 2. IV_41-IV_44

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MISC (178)：

中田達, 島崎昌彦, 福重雄大, 吉瀬弘人, 吉永育生. 画像解析を用いたゲート開度監視システムの実用化に向けて-Toward the Practical Application of Gate Opening Monitoring System with Image Analysis-小特集データ駆動型社会の実現に向け加速するICT・解析技術. 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. 2023. 91. 6. 377-380
福重雄大, 皆川裕樹, 吉永育生, 安瀬地一作. Development of hydraulic model to support operation of agricultural water facilities during heavy rainfall. 農業農村工学会大会講演会講演要旨集(CD-ROM). 2023. 2023
吉永育生, 浜田康治, 久保田富次郎. Countermeasures against radioactive cesium contamination in irrigation ponds in Fukushima Prefecture. 農研機構研究報告. 2021. 8
Kimura, N, Nakata, T, Kiri, H, Sekijima, K, Azechi, I, Yoshinaga, I, Baba, D. Water level prediction at drainage pump stations in lowlands using LSTM model. Journal of Japan Society of Civil Engineers, Ser. B1 (Hydraulic Engineering). 2019. 75. 2. I_139-I_144
木村延明, 安瀬地一作, 関島建志, 吉永育生, 桐博英. Water Level Prediction at the Drainage Pump Pool Using LSTM Model. 農業農村工学会大会講演会講演要旨集(CD-ROM). 2019. 2019

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Education (1)：

Work history (2)：

2023/04 - 現在 National Agriculture and Food Research Organization, National Institute for Rural Engineering
2021/04 - 2023/03 National Agriculture and Food Research Organization

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