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発表年月
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タイトル／共同研究者
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掲載誌
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巻・号・頁
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学術機関等
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| 2026/08 |
Toward Ai-based Monitoring for Reducing River Floating Plastic Pollution: an Image-based Technical Synthesis
Maiyatat NUNKHAW, Hitoshi MIYAMOTO, Detchphol CHITWATKULSIRI
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23rd Annual Meeting, Asia Oceania Geosciences Society (AOGS) |
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| 2026/08 |
Vision-enabled Flood Depth Estimation with 2d Hydrodynamic Modeling for Urban Flood Risk Mapping: Insights from Bangkok, Thailand
Detchphol CHITWATKULSIRI, Maiyatat NUNKHAW, Hitoshi MIYAMOTO, Ratchaphon CHAROENPANUCHART
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23rd Annual Meeting, Asia Oceania Geosciences Society (AOGS) |
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| 2026/08 |
A Physics-Guided LSTM Model for Predicting Stream Temperatures in River Networks
Qirui ZONG, Hitoshi MIYAMOTO
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23rd Annual Meeting, Asia Oceania Geosciences Society (AOGS) |
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| 2026/08 |
Impact Assessment on Alder Growth Due to Changes of Flood Inundation Characteristics Before and After River Meandering Restoration
in Kushiro Mire, Hokkaido, Japan
Hitoshi MIYAMOTO, Yudai NEMOTO, Chikara KOMIYA, Tetsuya OISHI
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23rd Annual Meeting, Asia Oceania Geosciences Society (AOGS) |
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| 2026/03 |
Tree-ring analysis on the alder tree growth in a river meandering restoration site of the Kushiro Mire, Hokkaido, Japan
Hitoshi Miyamoto, Yudai Nemoto, Tetsuya Oishi
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EGU General Assembly 2026 |
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Copernicus GmbH |
| 2025/07 |
Density of Drainage System Effect on Urban Flood Sensitivity Under Extreme Rainfall Events
Detchphol CHITWATKULSIRI, Hitoshi MIYAMOTO, Kim IRVINE, Ratchaphon CHAROENPANUCHART
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22nd Annual Meeting, Asia Oceania Geosciences Society (AOGS) |
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| 2025/07 |
Evacuation Timeline Analysis in an Urban River Basin by Using Flood Inundation Simulation and GIS Visualization
Hitoshi MIYAMOTO, Naoya MAEDA, Kota KUJIRAI, Yoshifumi TAKAHASHI, Detchphol CHITWATKULSIRI
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22nd Annual Meeting, Asia Oceania Geosciences Society (AOGS) |
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| 2025/07 |
Flood Inundation Analysis in Tidal Reaches of an Urban River Basin Considering the Effects of Global Climate Change: a Case
Study of the Furukawa River Basin in Tokyo, Japan
Maiyatat NUNKHAW, Masachika SHIRATORI, Hitoshi MIYAMOTO, Detchphol CHITWATKULSIRI
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22nd Annual Meeting, Asia Oceania Geosciences Society (AOGS) |
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| 2025/07 |
Recent Acceleration of Water Temperature Rise in Japan and Its Seasonal Characteristics
Yuto KOSHIDA, Hitoshi MIYAMOTO, Tsuyoshi HOSHINO, Yukiko HIRABAYASHI
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22nd Annual Meeting, Asia Oceania Geosciences Society (AOGS) |
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| 2025/07 |
Versatility of a Multi-step Machine Learning Model for Predicting Vegetation Distributions in River Channels
Hayato SUZUKI, Hitoshi MIYAMOTO, Naoya MAEDA, Taichi SHIOGAMA, Yugo TYUGU
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22nd Annual Meeting, Asia Oceania Geosciences Society (AOGS) |
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| 2025/04 |
A multi-stage machine learning application for predicting vegetation distribution and its factors in river channels
Hitoshi Miyamoto, Naoya Maeda
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EGU General Assembly 2025 |
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| 2024/07 |
Long-term trend analysis of equilibrium water temperature in Japan focusing on the acceleration of global warming over the
recent decades
Yuto Koshida, Hitoshi Miyamoto, Fumiho Sakamaki, Yukiko Hirabayashi
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9th Global Energy and Water EXchanges Open Science Conference |
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| 2024/06 |
Integrated Flood Mapping and Crowdsourcing Data with an Application of Data-driven Models in a Case Study of Bangban Bangsai
Canal, Ayutthaya, Thailand
Detchphol Chitwatkulsiri, Hitoshi Miyamoto
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21st Annual Meeting, Asia Oceania Geosciences Society (AOGS) |
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| 2024/06 |
Evacuation Timeline and 3D Visualization of Urban Floods by Using Inundation Simulation and GIS Analysis
Naoya Maeda, Haruka Matsushima, Hitoshi Miyamoto
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21st Annual Meeting, Asia Oceania Geosciences Society (AOGS) |
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| 2024/06 |
Deep Learning Model Refinement with Empirical Mode Decomposition for Groundwater Level Prediction in Kushiro Wetland, Hokkaido,
Japan
Hitoshi Miyamoto, Takumi Yamaguchi, Yudai Nemoto, Tetsuya Oishi
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21st Annual Meeting, Asia Oceania Geosciences Society (AOGS) |
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| 2024/06 |
A Deep Learning Image Measurement System for Floating River Waste in Urban Canals of the Chao Phraya River Basin, Thailand
Maiyatat Nunkhaw, Detchphol Chitwatkulsiri, Hitoshi Miyamoto
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21st Annual Meeting, Asia Oceania Geosciences Society (AOGS) |
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| 2023/07 |
Comparative Analysis of Stream Water Temperatures in River Basins with Different Degrees of Urbanization
Hitoshi MIYAMOTO, Shuji IDEI
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20th Annual Meeting, Asia Oceania Geosciences Society (AOGS) |
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| 2023/07 |
ML-RAINCAST: Application of Data-driven Models for Rainfall Radar Nowcasting in a Real-time Urban Flood Prediction System
Detchphol CHIWATKULSIRI, Hitoshi MIYAMOTO
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20th Annual Meeting, Asia Oceania Geosciences Society (AOGS) |
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| 2023/05 |
A Deep Learning Method for Detecting Floating Garbage in Urban Rivers
Maiyatat Nunkhaw, Hitoshi Miyamoto
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EGU General Assembly 2023 |
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Copernicus GmbH |
| 2023/05 |
Fluvial land cover classification by using CSC deep learning method with UAV airborne images
Hitoshi Miyamoto, Ryusei Ishii
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EGU General Assembly 2023 |
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Copernicus GmbH |
| 2022/12 |
Riverbed Form Simplification for Riparian Vegetation Dynamics Modeling with Flood Impacts
Hitoshi Miyamoto, Tetsuya Shintani
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AGU Fall Meeting 2022 |
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| 2022/12 |
The Usefulness of Normalized Satellite Indices for Machine Learning Classification of Riparian Land Covers
Hitoshi Miyamoto, Takuya Sato, Shuji Iwami
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AGU Fall Meeting 2022 |
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| 2022/12 |
Deep Learning Application for Developing a Real-Time Rapid Flood Mapping Platform (RT-RFMP): A Case Study for Ramkhamhaeng
Polder, Bangkok, Thailand
Detchphol Chitwatkulsiri, Hitoshi Miyamoto
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AGU Fall Meeting 2022 |
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| 2022/08 |
Measurement of Surface Water Temperature in Reservoir Using Satellite and UAV Thermal Images
Takuya OKAZAWA, Tetsuya SHINTANI, Hitoshi MIYAMOTO
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19th Annual Meeting, Asia Oceania Geosciences Society (AOGS) |
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| 2022/08 |
Thermal Impact of Treated Sewage Effluent on River Temperature Formation in an Urban River
Hitoshi Miyamoto
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19th Annual Meeting, Asia Oceania Geosciences Society (AOGS) |
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| 2022/03 |
Groundwater level prediction method using deep learning for evaluating a nature restoration project in Kushiro wetland, Japan
Takumi Yamaguchi, Hitoshi Miyamoto, Tetsuya Oishi
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EGU General Assembly 2022 |
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Copernicus GmbH |
| 2022/03 |
Comparison of deep learning methods for colorizing historical aerial imagery
Shimon Tanaka, Hitoshi Miyamoto, Ryusei Ishii, Patrice Carbonneau
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EGU General Assembly 2022 |
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Copernicus GmbH |
| 2022/03 |
Flood flow modelling coupled with ML-based land cover detection from UAV and satellite river imagery
Takuya Sato, Shuji Iwami, Hitoshi Miyamoto
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EGU General Assembly 2022 |
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Copernicus GmbH |
| 2021/08 |
Development of a real-time urban flood alert system: a case study in Ramkhamhaeng polder, Bangkok, Thailand
D. Chitwatkulsiri, H. Miyamoto
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18th Annual Meeting of the Asia Oceania Geosciences Society |
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WORLD SCIENTIFIC |
| 2021/03 |
Colorisation of archival aerial imagery using deep learning
Ryusei Ishii, Patrice Carbonneau, Hitoshi Miyamoto
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EGU General Assembly 2021 |
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Copernicus GmbH |
| 2020/09 |
Statistical analysis of decadal warming and cooling trends in equilibrium water temperature in Japan
Hitoshi Miyamoto, Kohei Kamimura
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Proceedings of the 22nd IAHR APD Congress |
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| 2020/09 |
Seasonal comparison of predominant factors in river temperature formation in an urban river
Junichi Nishimata, Hitoshi Miyamoto
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Proceedings of the 22nd IAHR APD Congress |
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| 2020/03 |
Riverscape classification by using machine learning in combination with satellite and UAV images
Hitoshi Miyamoto, Takuya Sato, Akito Momose, Shuji Iwami
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EGU General Assembly 2020 |
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Copernicus GmbH |
| 2019/09 |
Field Survey on Changes in Bottom Sediments Before and After a Flash Flood in a Tidal Reach of an Urban River
Hitoshi Miyamoto, Atsushi Oshimi
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16th Annual Meeting, Asia Oceania Geosciences Society (AOGS) |
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| 2019/07 |
「地域課題解決思考を通じた土木技術アクティブラーニング」プロジェクト
岩倉成志, 穴見健吾, 遠藤玲, 平林由希子, 勝木太, 紺野克昭, 並河努, 宮本仁志, 守田優, 安納住子, 伊代田岳史, 中川雅史
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芝浦工業大学特別教育・研究報告集(CD-ROM) |
2018巻
2021から
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| 2019/04 |
UAV image classification of a riverine landscape by using machine learning with image processing techniques
Miyamoto, H, Momose, A, Iwami, S, Sato, T, Nagaya, T
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EGU General Assembly 2019 |
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| 2019/04 |
Generalised classification of hyperspatial resolution airborne imagery of fluvial scenes with deep convolutional neural networks
Carbonneau, P, Breckon, T, Dietrich, J, Dugdale S, Fonstad, M, Miyamoto, H, Woodget, A
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EGU General Assembly 2019 |
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| 2016/01 |
洪水に伴う砂礫内への種子供給とそれが初期植生の成立に与える影響について
大石哲也, 宮本仁志, 大槻順朗
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植生学会大会講演要旨集 |
21st巻
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| 2008/07 |
ウェーブレットを用いた河川水面波紋の特徴抽出
宮本 仁志, 藤田 一郎
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可視化情報学会誌. Suppl. |
28巻
1号
161から
162ページまで
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| 2008/01 |
開水路乱流上の水面波紋のスペクトル分布について(界面現象(3),一般講演)
宮本 仁志
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日本流体力学会年会講演論文集 |
2008巻
191から
191ページまで
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日本流体力学会 |
| 2005/03 |
台風23号による洪水災害の調査研究
川谷 健, 齋藤 雅彦, 藤田 一郎, 宮本 仁志
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神戸大学都市安全研究センター研究報告 |
16巻
45から
63ページまで
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神戸大学都市安全研究センター |
| 2001/09 |
ヘリコプターによる実河川表面流速の画像計測
藤田一郎, 綾史郎, 玉井昌宏, 竹原幸生, 宮本仁志, 高野保英, 江藤剛治, 酒井信行
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可視化情報学会誌 = Journal of the Visualization Society of Japan |
21巻
61から
62ページまで
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| 2000/07 |
凹部を有する開水路における乱流組織運動のウェーブレット解析
神田 徹, 宮本 仁志
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可視化情報学会誌 |
20巻
1号
315から
318ページまで
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可視化情報学会 |
| 2000/01 |
A231 ウェーブレット変換による開水路凹部流れの組織運動の特性抽出
神田 徹, 宮本 仁志
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日本流体力学会年会講演論文集 |
2000巻
241から
242ページまで
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日本流体力学会 |