Kim Sunmin ＫｉｍＳｕｎｍｉｎ

… Alternative Names

KIM Sunmin キムスンミン

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Researcher Number	10546013
Other IDs
Affiliation (Current)	2025: 京都大学, 工学研究科, 准教授
Affiliation (based on the past Project Information) *help	2022 – 2024: 京都大学, 工学研究科, 准教授 2016 – 2019: 京都大学, 工学研究科, 准教授 2014 – 2016: 京都大学, 工学(系)研究科(研究院), 准教授 2013: 京都大学, 大学院工学研究科, 准教授 2013: 京都大学, 工学研究科, 准教授 … More 2013: 京都大学, 防災研究所, 特定准教授 2012 – 2013: 京都大学, 防災研究所, 准教授 2012: 京都大学, 防災研究所, 講師 2011: 京都大学, 工学(系)研究科(研究院), 講師 2010 – 2011: Kyoto University, 大学院・工学研究科, 講師 2009 – 2011: Kyoto University, 工学研究科, 講師 Less
Review Section/Research Field	Principal Investigator Hydraulic engineering / Basic Section 22040:Hydroengineering-related / Civil engineering and related fields Except Principal Investigator Hydraulic engineering / Basic Section 22040:Hydroengineering-related
Keywords	Principal Investigator 機械学習 / 降雨予測 / 洪水予測 / ダムの洪水調節 / 降雨予測・水位予測 / 機械学習・深層学習 / 短期降雨予測 / 人工知能 / 畳み込みニューラルネットワーク / 気象観測データ … More / 豪雨予測 / 衛星データ / 気象データ / CNN / 深層学習 / 利根川流域 / 流量再解析 / 再解析流量 / 水文モデル / 再解析データ / 長期水文データ / 再解析 / 水文データ / ダウンスケーリング / アンサンブル降水出力 / 全球気候モデル / 東南アジア / 降水データ / 気候変動 / 統計的DS / 地形依存性 / 降水特性 / 空間スケール / 分布型水文モデル / 河川流況変動 / 降水パターン / 影響評価 / 降水出力の再現性 / 気候モデル … More Except Principal Investigator 気候変動 / 洪水 / 地球温暖化 / 河川流量 / 渇水 / 水災リスク / 最大クラス洪水 / d4PDF / 水災害 / 流出モデル / 流出現象のモデル化 / 水防災・減災 / 分布型洪水流出氾濫予測モデル / 分布型洪水流出予測モデル / リアルタイム洪水予測 / 最適内挿法 / アンサンブルカルマンフィルタ / リアルタイム予測 / データ同化 / 洪水予測モデル / バイアス補正 / 最大クラス評価 / 確率評価 / 水災害リスク / 浸水被害 / 水文学 / 氾濫モデル / リスクカーブ / 洪水氾濫 / 氾濫 / 浸水リスクカーブ / 降雨流出モデル / 水害リスクカーブ / 擬似温暖化 / 治水計画 / 適応 / 水資源 / 東南アジア / 河川流況変化 / ダム制御 / 大気大循環モデル / 流量変化 / 河川流況 / 適応策 / オブジェクト指向 / 水理水文モデル / モデル構造技術 / 水理水分モデル / 統合シミュレーション / CommonMP / OHyMoS / 要素モデル / 共通プラットフォーム / モデル構成技術 / 統合型共通基盤 / 水理・水文モデル Less

Development of Hybrid Flood Forecasting System based on Rainfall Information from Machine Learning AlgorithmPrincipal Investigator
- Principal Investigator
  
  Kim Sunmin
- Project Period (FY)
  2022 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 22040:Hydroengineering-related
- Research Institution
  Kyoto University
Development of an ensemble data assimilation method to be introduced into a nation-wide distributed rainfall-runoff model
- Principal Investigator
  
  立川康人
- Project Period (FY)
  2022 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 22040:Hydroengineering-related
- Research Institution
  Kyoto University
Deep Learning of Artificial Neural Network for Short-term Rainfall ForecastingPrincipal Investigator
- Principal Investigator
  
  Kim Sunmin
- Project Period (FY)
  2017 – 2019
- Research Category
  
  Grant-in-Aid for Challenging Research (Exploratory)
- Research Field
  
  Civil engineering and related fields
- Research Institution
  Kyoto University
Probabilistic and the largest-class evaluation of water-related disaster risk using large ensemble of future climate projections
- Principal Investigator
  
  Tachikawa Yasuto
- Project Period (FY)
  2017 – 2019
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Research Field
  
  Hydraulic engineering
- Research Institution
  Kyoto University
Non-stationary analysis of magnitude and frequency on flood hazards and estimation of largest-class floods under a changing climate
- Principal Investigator
  
  Tachikawa Yasuto
- Project Period (FY)
  2014 – 2016
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Hydraulic engineering
- Research Institution
  Kyoto University
Reanalysis and Reproduce of Long-term Hydrologic Data using Limited ObservationPrincipal Investigator
- Principal Investigator
  
  Kim Sunmin
- Project Period (FY)
  2014 – 2016
- Research Category
  
  Grant-in-Aid for Challenging Exploratory Research
- Research Field
  
  Hydraulic engineering
- Research Institution
  Kyoto University
Detection of climate change impacts on streamflow in Southeast Asia
- Principal Investigator
  
  TACHIKAWA Yasuto
- Project Period (FY)
  2011 – 2013
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Research Field
  
  Hydraulic engineering
- Research Institution
  Kyoto University
Statistical Downscaling and Uncertainty Identification for Multi-scale AGCM OutputPrincipal Investigator
- Principal Investigator
  
  KIM Sunmin
- Project Period (FY)
  2011 – 2013
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Hydraulic engineering
- Research Institution
  Kyoto University
Improvement of GCM Output Accuracy using Geophysical InformationPrincipal Investigator
- Principal Investigator
  
  KIM Sunmin
- Project Period (FY)
  2009 – 2010
- Research Category
  
  Grant-in-Aid for Research Activity Start-up
- Research Field
  
  Hydraulic engineering
- Research Institution
  Kyoto University
Development of integrated common base environment for hydraulic-hydrologic modeling
- Principal Investigator
  
  SHIIBA Michiharu
- Project Period (FY)
  2008 – 2011
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Research Field
  
  Hydraulic engineering
- Research Institution
  Kyoto University
Study on Projection of River Discharge under Global Warming and Adaptation Measures
- Principal Investigator
  
  TACHIKAWA Yasuto
- Project Period (FY)
  2008 – 2010
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Hydraulic engineering
- Research Institution
  Kyoto University

All 2023 2022 2019 2018 2017 2016 2015 2014 2013 2012 2011 2010 2009 Other

All Journal Article Presentation

[Journal Article] EFFECTS OF INPUT VARIABLE SELECTION IN ARTIFICIAL NEURAL NETWORK FOR WATER STAGE FORECASTING2022
- Author(s)
  KIM Sunmin、TAKAMI Kento、TACHIKAWA Yasuto
- Journal Title
  
  Journal of Japan Society of Civil Engineers, Ser. B1 (Hydraulic Engineering)
  
  Volume: 78 Issue: 2 Pages: I_145-I_150
- DOI
  10.2208/jscejhe.78.2_I_145
- ISSN
  2185-467X
- Language
  English
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22K04332
[Journal Article] Sensitivity analysis on data array and model structure of convolutional neural network for rainfall occurrence prediction2019
- Author(s)
  Moonsun PARK, Sunmin KIM, Tsuguaki SUZUKI, Yasuto TACHIKAWA
- Journal Title
  
  Journal of Japan Society of Civil Engineers, Ser. B1(Hydraulic Engineering)
  
  Volume: 75
- NAID
  130007940012
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17K18903
[Journal Article] Sensitivity Analysis on Data Array and Model Structure of Convolutional Neural Network for Rainfall Occurrence Prediction2019
- Author(s)
  PARK MOONSUN、KIM SUNMIN、鈴木紹晟、立川康人
- Journal Title
  
  Proceeding of Annual Conference
  
  Volume: 32 Issue: 0 Pages: 130
- DOI
  10.11520/jshwr.32.0_130
- NAID
  130007759902
- Language
  Japanese
- Data Source
  KAKENHI-PROJECT-17K18903
[Journal Article] Real time river-stage prediction by ANN with observed rainfall and river-stage information2019
- Author(s)
  Sumaiya TAZIN, Sunmin KIM, Yasuto TACHIKAWA
- Journal Title
  
  Journal of Japan Society of Civil Engineers, Ser. B1(Hydraulic Engineering)
  
  Volume: 75
- NAID
  130007940152
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17K18903
[Journal Article] 豪雨の発生予測に対する畳み込みニューラルネットワークの応用2018
- Author(s)
  鈴木紹晟・キムスンミン・立川康人・市川温・萬和明
- Journal Title
  
  土木学会論文集B1(水工学)
  
  Volume: 74 Pages: 00-00
- NAID
  130007757781
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17K18903
[Journal Article] ニューラルネットワークを用いた積雪地域の河川流量予測における重要入力因子の抽出2018
- Author(s)
  滝口修司・キムスンミン・立川康人・市川温・萬和明
- Journal Title
  
  土木学会論文集B1（水工学）
  
  Volume: 73 Pages: 00-00
- NAID
  130007628262
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17K18903
[Journal Article] 大気場の組み替えと分布型水循環モデルによる多数年におよぶ河川流量データ作成の研究2018
- Author(s)
  萬和明, 黒崎直哉, 市川温, キムスンミン, 立川康人
- Journal Title
  
  土木学会論文集B1(水工学)
  
  Volume: 74
- NAID
  130007628107
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17H01294
[Journal Article] Real-Time River-Stage Prediction With Artificial Neural Network Based On Only Upstream Observation Data2018
- Author(s)
  Sunmin Kim and Yasuto Tachikawa
- Journal Title
  
  Journal of Japan Society of Civil Engineers, Ser. B1 (Hydraulic Engineering)
  
  Volume: 73 Pages: 00-00
- NAID
  130007628172
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17K18903
[Journal Article] FUTURE CHANGE ANALYSIS OF EXTREME FLOODS USING LARGE ENSEMBLE CLIMATE SIMULATION DATA2017
- Author(s)
  立川康人、宮脇航平、田中智大、萬和明、加藤雅也、市川温、キムスンミン
- Journal Title
  
  Journal of Japan Society of Civil Engineers, Ser. B1 (Hydraulic Engineering)
  
  Volume: 73 Issue: 3 Pages: 77-90
- DOI
  10.2208/jscejhe.73.77
- NAID
  130006904053
- ISSN
  2185-467X
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17H01294
[Journal Article] 非定常水文頻度解析手法を用いた極値降水量の変化予測 -地球温暖化予測情報への適用-2015
- Author(s)
  立川康人, 森信治, キムスンミン, 萬和明
- Journal Title
  
  土木学会論文集, B1(水工学)
  
  Volume: 71(4)
- NAID
  130005123601
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PROJECT-26289163
[Journal Article] Statistical downscaling of precipitation with a formatted regression frame2014
- Author(s)
  Sunmin Kim, Eiichi Nakakita, Yasuto Tachikawa, Michiharu Shiiba and Masataka Inoue
- Journal Title
  
  Journal of Japan Society of Civil Engineers, Series B1 (Hydraulic Engineering)
  
  Volume: 70(4)
- NAID
  40020053707
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23760459
[Journal Article] Statistical downscaling of precipitation with a formatted regression frame2014
- Author(s)
  Kim, S., E.Nakakita, Y.Tachikawa, M.Shiiba and M.Inoue
- Journal Title
  
  Journal of Japan Society of Civil Engineers Ser. B1 (Hydraulic Engineering)
  
  Volume: Vol.70, No.4
- NAID
  130005070085
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23246089
[Journal Article] Statistical downscaling of precipitation with a formatted regression frame2014
- Author(s)
  S. Kim, E. Nakakita, Y. Tachikawa, M. Shiiba and M. Inoue
- Journal Title
  
  Journal of Japan Society of Civil Engineers
  
  Volume: B1, 70(4)
- NAID
  130005070085
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23246089
[Journal Article] STATISTICAL DOWNSCALING OF PRECIPITATION WITH A FORMATTED REGRESSION FRAME2014
- Author(s)
  Sunmin KIM, Eiichi NAKAKITA, Yasuto TACHIKAWA, Michiharu SHIIBA and Masataka INOUE
- Journal Title
  
  Journal of Japan Society of Civil Engineers, Ser. B1 (Hydraulic Engineering)
  
  Volume: 70 Issue: 4 Pages: I_901-I_906
- DOI
  10.2208/jscejhe.70.I_901
- NAID
  130005070085
- ISSN
  2185-467X
- Language
  Japanese
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23760459
[Journal Article] 気候変化によるタイ国パサック川流域の水資源変化の予測2013
- Author(s)
  立川康人, 藤田勇樹, 椎葉充晴, 萬和明, キムスンミン
- Journal Title
  
  土木学会論文集, B1(水工学)
  
  Volume: Vol.69, No.4
- NAID
  130004558297
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23246089
[Journal Article] Short term prediction of water level and discharge using a 2d dynamic wave model with particle filters2012
- Author(s)
  Yeonsu KIM, Yasuto TACHIKAWA, Sunmin KIM, Michiharu SHIIBA, Kazuaki YOROZU, Seong Jin NOH
- Journal Title
  
  Journal of Japan Society of Civil Engineers, Ser. B1(Hydraulic Engineering)
  
  Volume: 68(4)
- NAID
  130004557966
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20246082
[Journal Article] Estimating the Systematic Bias in the Present and Future Precipitation Output of AGCM60km2012
- Author(s)
  Sunmin KIM and Eiichi NAKAKITA
- Journal Title
  
  Proc. of the Int. Conference on Climate, Water and Policy (ICCWP) 2012
  
  Pages: 11-13
- URL
  http://www.apcc21.org/eng/acts/pastint/japcc0209_viw.jsp
- Data Source
  KAKENHI-PROJECT-23760459
[Journal Article] Short term prediction of water level and discharge using a 2d dynamic wave model with particle filters2012
- Author(s)
  Yeonsu KIM, Yasuto TACHIKAWA, Sunmin KIM, Michiharu SHIIBA, Kazuaki YOROZU, Seong Jin NOH
- Journal Title
  
  Journal of Japan Society of Civil Engineers, Ser.B1 (Hydraulic Engineering)
  
  Volume: 68(4)
- NAID
  130004557966
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20246082
[Journal Article] 気候変化が日本の河川流況に及ぼす影響の予測2011
- Author(s)
  立川康人, 滝野晶平, 藤岡優子, 萬和明, キムスンミン, 椎葉充晴
- Journal Title
  
  土木学会論文集 67(1)
  
  Pages: 1-15
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20360219
[Journal Article] Climate Change Impact on River Flow of the Tone River Basin, Japan2011
- Author(s)
  Sunmin Kim, Yasuto Tachikawa, Eiichi Nakakita, Kazuaki Yorozu, Michiharu Shiiba
- Journal Title
  
  Annual Journal of Hydraulic Engineering, JSCE
  
  Volume: Vol.55
- NAID
  130004557687
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21860047
[Journal Article] Development of a Large Basin Rainfall-Runoff Modeling System Using the Object-oriented Hydrologic Modeling System (OHyMoS)2011
- Author(s)
  Giha Lee, Sunmin Kim, Kwansue Jung, Yasuto Tachikawa
- Journal Title
  
  KSCE Journal of Civil Engineering
  
  Volume: 15(3) Pages: 595-606
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20246082
[Journal Article] Development of a Large Basin Rainfall-Run off Modeling System Using the Object-oriented Hydrologic Modeling System(OHyMoS)2011
- Author(s)
  Giha Lee, Sunmin Kim, Kwansue Jung, and Yasuto Tachikawa
- Journal Title
  
  KSCE Journal of Civil Engineering
  
  Volume: 15(3) Pages: 595-606
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20246082
[Journal Article] Development of a Large Basin Rainfall-Runoff Modeling System Using the Object-oriented Hydrologic Modeling System (OHyMoS)2011
- Author(s)
  Giha Lee, Sunmin Kim, Kwansue Jung, Yasuto Tachikawa
- Journal Title
  
  KSCE Journal of Civil Engineering 15(3)
  
  Pages: 595-606
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20246082
[Journal Article] Climate Change Impact on River Flow of the Tone River Basin, Japan, Annual Journal of Hydraulic Engineering2011
- Author(s)
  Sunmin Kim, Yasuto Tachikawa, Eiichi Nakakita, Kazuaki Yorozu, Michiharu Shiiba
- Journal Title
  
  JSCE Vol.55
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21860047
[Journal Article] Applying sequential Monte Carlo methods into a distributed hydrologic model : lagged particle filtering approach with regularization2011
- Author(s)
  Noh, S. J., Tachikawa, Y., Shiiba, M., and Kim, S
- Journal Title
  
  Hydrol. Earth Syst. Sci
  
  Volume: 15 Issue: 10 Pages: 3237-3251
- DOI
  10.5194/hess-15-3237-2011
- NAID
  120005540527
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20246082
[Journal Article] Climate change impact on river flow of the tone river basin, Japan2011
- Author(s)
  S.Kim, Y.Tachikawa, E.Nakakita, K.Yorozu, M.Shiiba
- Journal Title
  
  Annual Journal of Hydraulic Engineering Vol.55
- NAID
  130004557687
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20360219
[Journal Article] 気候変化が日本の河川流況に及ぼす影響の予測2011
- Author(s)
  立川康人, 滝野晶平, 藤岡優子, 萬和明, キムスンミン, 椎葉充晴
- Journal Title
  
  土木学会論文集
  
  Volume: 67(1) Pages: 1-15
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20360219
[Journal Article] 気候変化が日本の洪水発生に及ぼす影響の推定2010
- Author(s)
  立川康人, 滝野晶平, 萬和明, キムスンミン, 椎葉充晴
- Journal Title
  
  京都大学防災研究所年報
  
  Volume: 53 Pages: 23-36
- NAID
  120002515177
- Data Source
  KAKENHI-PROJECT-20360219
[Journal Article] Climate change impact on river flow of the tone river basin, Japan2010
- Author(s)
  S.Kim, Y.Tachikawa, E.Nakakita, K.Yorozu, M.Shiiba
- Journal Title
  
  Annual Journal of Hydraulic Engneering
  
  Volume: 55
- NAID
  130004557687
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20360219
[Journal Article] Hydrologic Evaluation on the AGCM20 Output Using Observed River Discharge Data2010
- Author(s)
  Sunmin Kim, Yasuto Tachikawa, Eiichi Nakakita, Kaoru Takara
- Journal Title
  
  Hydrological Research Letters Vol. 4
  
  Pages: 35-39
- NAID
  130000249277
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21860047
[Journal Article] Hydrologic evaluation on the AGCM20 output using observed river discharge data2010
- Author(s)
  S.Kim, Y.Tachikawa, E.Nakakita, K.Takara
- Journal Title
  
  Hydrological Research Letters Vol.4
  
  Pages: 35-39
- NAID
  130000249277
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20360219
[Journal Article] Projection of river discharge of Japanese river basins under climate change scenario2010
- Author(s)
  Y.Tachikawa, S.Takino, Y.Fujioka, K.Yorozu, S.Kim, M.Shiiba
- Journal Title
  
  Proc. of the 5th Conference of Asia pacific Association of Hydrology and Water Resources (APHW)
  
  Pages: 139-145
- NAID
  130004961407
- Data Source
  KAKENHI-PROJECT-20360219
[Journal Article] Reproducibility of AGCM20 Precipitation Output and Its Dependency on Topography2010
- Author(s)
  Sunmin Kim, Eiichi Nakakita
- Journal Title
  
  Annuals of DPRI, Kyoto University Vol.53B
  
  Pages: 459-465
- NAID
  120002515131
- Data Source
  KAKENHI-PROJECT-21860047
[Journal Article] Precipitation Changes in Japan under the A1B Climate Change Scenario, Annual Journal of Hydraulic Engineering2010
- Author(s)
  Sunmin Kim, Eiichi Nakakita, Yasuto Tachikawa, Kaoru Takara
- Journal Title
  
  JSCE Vol.54
  
  Pages: 127-132
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21860047
[Journal Article] 気候変化が日本の洪水発生に及ぼす影響の推定2010
- Author(s)
  立川康人, 滝野晶平, 萬和明, キムスンミン, 椎葉充晴
- Journal Title
  
  京都大学防災研究所年報 Vol.53
  
  Pages: 23-36
- NAID
  120002515177
- Data Source
  KAKENHI-PROJECT-20360219
[Journal Article] Hydrologic Evaluation on the AGCM20 Output Using Observed River Discharge Data2010
- Author(s)
  Sunmin Kim, Yasuto Tachikawa, Eiichi Nakakita, Kaoru Takara
- Journal Title
  
  Hydrological Research Letters Vol.4
  
  Pages: 35-39
- NAID
  130000249277
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21860047
[Journal Article] Reproducibility of AGCM20 Precipitation Output and Its Dependency on Topography2010
- Author(s)
  Sunmin Kim, Eiichi Nakakita
- Journal Title
  
  Annuals of DPRI, Kyoto University
  
  Volume: Vol.53B Pages: 459-465
- NAID
  120002515131
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21860047
[Journal Article] Projection of river discharge of Japanese river basins under climate change scenario2010
- Author(s)
  Y.Tachikawa, S.Takino, Y.Fujioka, K.Yorozu, S.Kim, M.Shiiba
- Journal Title
  
  Proc.of the 5th Conference of Asia pacific Association of Hydrology and Water Resources (APHW)
  
  Pages: 139-145
- NAID
  130004961407
- Data Source
  KAKENHI-PROJECT-20360219
[Journal Article] Assessing Climate Change Impact on Water Resources in the Tone River Basin, Japan, Using Super-High-Resolution Atmospheric Model Output2009
- Author(s)
  Kaoru Takara, Sunmin Kim, Yasuto Tachikawa, Eiichi Nakakita
- Journal Title
  
  Journal of Disaster Research 4
  
  Pages: 12-23
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20360219
[Journal Article] Assessing climate change impacton water resources in the Tone River basin, Japan, using super-high-resolution atmospheric model output2009
- Author(s)
  K.Takara, S.Kim, Y.Tachikawa, E.Nakakita
- Journal Title
  
  Journal of Disaster Research Vol.4
  
  Pages: 12-23
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20360219
[Journal Article] Reconsideration of reservoir operations under climate change : case study with Yagisawa Dam, Japan, Annual Journal of Hydraulic Eng.2009
- Author(s)
  S.Kim, Y.Tachikawa, E.Nakakita, K.Takara
- Journal Title
  
  JSCE Vol.53
  
  Pages: 597-611
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20360219
[Presentation] Selection of Input Variables in ANN for Precise Hydrological Modeling and Prediction2023
- Author(s)
  Sunmin Kim and Yasuto Tachikawa
- Organizer
  CHES Annual Conference, China
- Data Source
  KAKENHI-PROJECT-22K04332
[Presentation] Machine Learning of GCM Atmospheric Variables for Spatial Downscaling of Precipitation Data2023
- Author(s)
  Sunmin Kim, Masaharu Shibata, and Yasuto Tachikawa
- Organizer
  KWRA Annual Conference, Korea
- Data Source
  KAKENHI-PROJECT-22K04332
[Presentation] A Brief History of Activation Functions in ANN for Hydrological Modeling2023
- Author(s)
  Sunmin Kim and Yasuto Tachikawa
- Organizer
  2023 BK21(4th) International Joint Seminar (Daegu, Korea)
- Data Source
  KAKENHI-PROJECT-22K04332
[Presentation] Analysis on The Effect of Input Data Characteristics and Model Structure in Deep Learning2023
- Author(s)
  Yuma Tanaka, Sunmin Kim, and Yasuto Tachikawa
- Organizer
  2023 BK21(4th) International Joint Seminar (Daegu, Korea)
- Data Source
  KAKENHI-PROJECT-22K04332
[Presentation] Gaussian noise addition approaches for ensemble optimal interpolation implementation in a distributed hydrological model2023
- Author(s)
  Khaniya, M., Tachikawa, Y., Yamamoto, K., Sayama, T., Kim, S.
- Organizer
  2023 Conference on KWRA (Korea Water Resources Association)
- Data Source
  KAKENHI-PROJECT-23K22870
[Presentation] Development of Real-time Dam Reservoir Operation Model based on Reinforced Learning without Any Flood Prediction Data2023
- Author(s)
  Masaharu Shibata, Sunmin Kim, and Yasuto Tachikawa
- Organizer
  2023 BK21(4th) International Joint Seminar (Daegu, Korea)
- Data Source
  KAKENHI-PROJECT-22K04332
[Presentation] EFFECTS OF INPUT VARIABLE SELECTION IN ARTIFICIAL NEURAL NETWORK FOR WATER STAGE FORECASTING2022
- Author(s)
  Sunmin Kim, Kento Takami, and Yasuto Tachikawa
- Organizer
  第67回水工学講演会（松山）
- Data Source
  KAKENHI-PROJECT-22K04332
[Presentation] Selection of Input Variables in ANN for Hydrological Modeling2022
- Author(s)
  Sunmin Kim, Kento Takami, and Yasuto Tachikawa
- Organizer
  The 5th Japan-China-Korea Water Science Research Forum (online)
- Data Source
  KAKENHI-PROJECT-22K04332
[Presentation] Dynamic Covariance Matrix Generation Approaches for Ensemble Optimal Interpolation Implementation in a Distributed Hydrological Model2022
- Author(s)
  Manoj Khaniya, Yasuto Tachikawa, Takahiro Sayama and Sunmin Kim
- Organizer
  AGU, Fall Meeting, 14 December 2022, Chicago, USA
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K22870
[Presentation] Sensitivity analysis on data array and model structure of convolutional neural network for rainfall occurrence prediction2019
- Author(s)
  Moonsun PARK, Sunmin KIM, Tsuguaki SUZUKI, Yasuto TACHIKAWA
- Organizer
  Annual Conference of Hydraulic Engineering, JSCE
- Data Source
  KAKENHI-PROJECT-17K18903
[Presentation] d4PDFによる全国109水系の年最大流域平均雨量の再現性評価2019
- Author(s)
  河合優樹、田中智大、萬和明、KIM Sunmin、市川温、立川康人
- Organizer
  水文・水資源学会2018年研究発表会
- Data Source
  KAKENHI-PROJECT-17H01294
[Presentation] Real time river-stage prediction by ANN with observed rainfall and river-stage information2019
- Author(s)
  Sumaiya TAZIN, Sunmin KIM, Yasuto TACHIKAWA
- Organizer
  Annual Conference of Hydraulic Engineering, JSCE
- Data Source
  KAKENHI-PROJECT-17K18903
[Presentation] d4PDFによる全国109水系の年最大流域平均雨量の再現性評価2019
- Author(s)
  河合優樹、田中智大、萬和明、Kim Sunmin、市川温、立川康人
- Organizer
  平成31年度土木学会関西支部講演会講演概要集
- Data Source
  KAKENHI-PROJECT-17H01294
[Presentation] 大気大循環モデルMRI-AGCM3.2Hにおける土壌パラメータの流出量への感度分析2019
- Author(s)
  萬和明、小島冴斗、立川康人、田中智大、市川温、KIM Sunmin
- Organizer
  水文・水資源学会2018年研究発表会
- Data Source
  KAKENHI-PROJECT-17H01294
[Presentation] 陸面過程モデルを用いた参照データ作成に基づくGCM流出発生量のバイアス補正に関する研究2018
- Author(s)
  水島悠輔, 萬和明, 田中智大, Kim Sunmin, 市川温, 立川康人
- Organizer
  水文・水資源学会2018年度研究発表会
- Data Source
  KAKENHI-PROJECT-17H01294
[Presentation] 超多数アンサンブル気候予測実験データを用いた極値河川流量の将来変化の分析2018
- Author(s)
  立川康人, 宮脇航平, 田中智大, 萬和明, 加藤雅也, 市川温, キムスンミン
- Organizer
  第62回水工学講演会, 2018年3月5日～7日、岡山大学津島キャンパス
- Data Source
  KAKENHI-PROJECT-17H01294
[Presentation] 分布型水循環モデルで作成した疑似流量データによる確率流量の推定可能性2018
- Author(s)
  萬和明, 黒崎直哉, 立川康人, 田中智大, 市川温, Kim Sunmin
- Organizer
  水文・水資源学会2018年度研究発表会
- Data Source
  KAKENHI-PROJECT-17H01294
[Presentation] 治水投資便益の確率分布の推定2018
- Author(s)
  小林敬汰, 田中智大, 萬和明, Kim Sunmin, 市川温, 立川康人:
- Organizer
  水文・水資源学会2018年度研究発表会
- Data Source
  KAKENHI-PROJECT-17H01294
[Presentation] River-stage Prediction with Artificial Neural Network based on Only Upstream Observation Data2018
- Author(s)
  Sunmin Kim and Yasuto Tachikawa
- Organizer
  The 12th International Symposium on Climate Change and UAV Application on Floods and Droughts in Asia Region
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K18903
[Presentation] Real-Time River-Stage Prediction with ANN Based on Upstream River-Stage Data2018
- Author(s)
  Sunmin Kim and Yasuto Tachikawa
- Organizer
  KWRA 2018 Annual Conference
- Data Source
  KAKENHI-PROJECT-17K18903
[Presentation] Evaluation of river discharge simulated by a distributed hydrologic model utilizing NHRCM 5km data2018
- Author(s)
  Anwar Tinumbang Aulia Febianda, 萬和明, 立川康人, 田中智大, Kim Sunmin, 市川温
- Organizer
  水文・水資源学会2018年度研究発表会
- Data Source
  KAKENHI-PROJECT-17H01294
[Presentation] 大気場の組み替えと分布型水循環モデルによる多数年におよぶ河川流量データ作成の研究2018
- Author(s)
  萬和明, 黒崎直哉, 市川温, キムスンミン, 立川康人
- Organizer
  第62回水工学講演会, 2018年3月5日～7日、岡山大学津島キャンパス
- Data Source
  KAKENHI-PROJECT-17H01294
[Presentation] Hydrologic Forecasting In Snow Dominent Region With Ann Algorithm2017
- Author(s)
  Sunmin Kim and Yasuto Tachikawa
- Organizer
  KWRA 2017 Annual Conference
- Data Source
  KAKENHI-PROJECT-17K18903
[Presentation] Reanalysis on Daily Discharge in Snow Dominant Region considering Uncertainty in Snow Measurement2017
- Author(s)
  Sunmin Kim, Yasuto Tachikawa, and Eiichi Nakakita
- Organizer
  Symposium On The Effects Of Global Change On Floods And Related Hazards In Mountainous Rivers
- Place of Presentation
  Potsdam, Germany
- Year and Date
  2017-03-06
- Data Source
  KAKENHI-PROJECT-26630226
[Presentation] ANNを用いた河川流量予測における入力データ選択に関する考察2017
- Author(s)
  滝口修司, キムスンミン, 立川康人, 市川温, 萬和明
- Organizer
  水文・水資源学会研究発表会
- Data Source
  KAKENHI-PROJECT-17K18903
[Presentation] Reconstruction of Long-Term Discharge Data in a Snow Dominant Region considering Uncertainty in Snow Measurement2016
- Author(s)
  Sunmin Kim, Yasuto Tachikawa, and Eiichi Nakakita
- Organizer
  AGU 2016 Fall Meeting
- Place of Presentation
  San Francisco, USA
- Year and Date
  2016-12-15
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26630226
[Presentation] Reanalysis of Long-Term Discharge Data in a Snow Dominant Region2016
- Author(s)
  Sunmin Kim, Yasuto Tachikawa, and Eiichi Nakakita
- Organizer
  AOGS 2016 Annual Meeting
- Place of Presentation
  Beijing, Chaina
- Year and Date
  2016-08-01
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26630226
[Presentation] Statistical downscaling of precipitation with a formatted regression frame2014
- Author(s)
  S. Kim, E. Nakakita, Y. Tachikawa, M. Shiiba and M. Inoue
- Organizer
  水工学講演会
- Place of Presentation
  神戸大学
- Data Source
  KAKENHI-PROJECT-23246089
[Presentation] Statistical downscaling of precipitation with a formatted regression frame2014
- Author(s)
  Kim, S., E.Nakakita, Y.Tachikawa, M.Shiiba and M.Inoue
- Organizer
  水工学講演会
- Place of Presentation
  神戸大学工学研究科
- Data Source
  KAKENHI-PROJECT-23246089
[Presentation] Simulation of Extreme Flood Events considering Various Typhoon Tracks2013
- Author(s)
  Sunmin KIM, Eiichi NAKAKITA, Hirohiko ISHKAWA and Yasuto TACHIKAWA
- Organizer
  6th International Conference on Water Resources and Environment Research
- Place of Presentation
  Koblenz, Germany
- Data Source
  KAKENHI-PROJECT-23760459
[Presentation] A Simple Evaluation on the Bias Correction Concept in the Climate Change Research2013
- Author(s)
  Sunmin Kim and Eiichi Nakakita
- Organizer
  AGU Fall Meeting 2013
- Place of Presentation
  San Francisco, USA
- Data Source
  KAKENHI-PROJECT-23760459
[Presentation] Simulation of Extreme Flood Events considering Various Ty- phoon Tracks2013
- Author(s)
  Sunmin KIM, Eiichi NAKAKITA, Hirohiko ISHKAWA and Yasuto TACHIKAWA
- Organizer
  6th Int. Conf. on Water Resources and Environment Research
- Place of Presentation
  Koblenz, Germany
- Data Source
  KAKENHI-PROJECT-23760459
[Presentation] SDS of Precipitation Only with Its Own Information2013
- Author(s)
  Sunmin KIM and Eiichi NAKAKITA
- Organizer
  International Workshop on Downscaling 2013
- Place of Presentation
  Tsukuba, Japan
- Data Source
  KAKENHI-PROJECT-23760459
[Presentation] Simple Statistical Downscaling of Precipitation Considering Spatial Correlation2013
- Author(s)
  Sunmin KIM, Eiichi NAKAKITA, Masutaka INOUE, Yasuto TACHIKAWA and Michiharu SHIIBA
- Place of Presentation
  Seoul, Korea
- Data Source
  KAKENHI-PROJECT-23760459
[Presentation] SDS of Precipitation with a Formatted Regression Frame2013
- Author(s)
  Sunmin Kim and Eiichi Nakakita
- Organizer
  International Symposium on Earth-Science Challenges (ISEC) 2013
- Place of Presentation
  Kyoto, Japan
- Data Source
  KAKENHI-PROJECT-23760459
[Presentation] 気候変化によるタイ国パサック川流域の水資源変化の予測2013
- Author(s)
  立川康人, 藤田勇樹, 椎葉充晴, 萬和明, キムスンミン
- Organizer
  水工学講演会
- Place of Presentation
  名城大学天白キャンパス
- Data Source
  KAKENHI-PROJECT-23246089
[Presentation] SDS of Precipitation Only with Its Own Information2013
- Author(s)
  Sunmin KIM and Eiichi NAKAKITA
- Organizer
  International Workshop on Downscaling 2013
- Place of Presentation
  Tshukuba, Japan
- Data Source
  KAKENHI-PROJECT-23760459
[Presentation] Evaluation of the Bias Correction Concept using NHM Output2013
- Author(s)
  Sunmin Kim and Eiichi Nakakita
- Organizer
  Int. Workshop on CMIP5 Model Intercomparisons for Future Projections of Precipitation and Climate in Asia
- Place of Presentation
  Tsukuba Int. Congress Center, Tsukuba, Japan
- Data Source
  KAKENHI-PROJECT-23760459
[Presentation] 水稲を対象に開発された作物モデルの陸面過程モデルへの導入2012
- Author(s)
  松原拓也, 萬和明, Kim Sunmin, 立川康人, 椎葉充晴
- Organizer
  水文・水資源学会2012年度研究発表会要旨集
- Place of Presentation
  広島市西区民文化センター
- Data Source
  KAKENHI-PROJECT-23246089
[Presentation] 水稲を対象に開発された作物モデルの陸面過程モデルへの導入2012
- Author(s)
  松原拓也, 萬和明, Kim Sunmin, 立川康人, 椎葉充晴
- Organizer
  水文・水資源学会
- Place of Presentation
  広島市西区民文化センター
- Year and Date
  2012-09-27
- Data Source
  KAKENHI-PROJECT-23246089
[Presentation] Estimating the Systematic Bias in the Present and Future Precipitation Output of AGCM60km2012
- Author(s)
  Sunmin Kim and Eiichi Nakakita
- Organizer
  Int. Conference on Climate, Water and Policy (ICCWP) 2012
- Place of Presentation
  APEC Climate Center, Busan, Republic of Korea
- Data Source
  KAKENHI-PROJECT-23760459
[Presentation] 気候モデルのアンサンブル降水出力に対するバイアス補正の影響分析2012
- Author(s)
  森信治, Kim Sunmin, 萬和明, 立川康人, 椎葉充晴
- Organizer
  土木学会第67回年次学術講演会
- Place of Presentation
  名古屋大学
- Year and Date
  2012-09-05
- Data Source
  KAKENHI-PROJECT-23246089
[Presentation] 複数の水理・水文モデリングシステムの相互利用に関する研究2012
- Author(s)
  高橋円, 立川康人, Kim Sunmin, 萬和明, 椎葉充晴
- Organizer
  水文・水資源学会
- Place of Presentation
  法政大学
- Year and Date
  2012-09-07
- Data Source
  KAKENHI-PROJECT-20246082
[Presentation] 気候モデルのアンサンブル降水出力に対するバイアス補正の影響分析2012
- Author(s)
  森信治, Kim Sunmin,萬和明,立川康人,椎葉充晴
- Organizer
  水文・水資源学会2012年研究発表会
- Place of Presentation
  広島市西区民文化センター
- Data Source
  KAKENHI-PROJECT-23760459
[Presentation] 水稲を対象に開発された作物モデルの陸面過程モデルへの導入2012
- Author(s)
  松原拓也, 萬和明, Kim Sunmin, 立川康人, 椎葉充晴
- Organizer
  土木学会第67回年次学術講演会
- Place of Presentation
  名古屋大学
- Year and Date
  2012-09-05
- Data Source
  KAKENHI-PROJECT-23246089
[Presentation] 気候モデルのアンサンブル降水出力に対するバイアス補正の影響分析2012
- Author(s)
  森信治, Kim Sunmin, 萬和明, 立川康人, 椎葉充晴
- Organizer
  水文・水資源学会
- Place of Presentation
  広島市西区民文化センター
- Year and Date
  2012-09-27
- Data Source
  KAKENHI-PROJECT-23246089
[Presentation] 気候モデルのアンサンブル降水出力に対するバイアス補正の影響分析2012
- Author(s)
  森信治, Kim Sunmin, 萬和明, 立川康人, 椎葉充晴
- Organizer
  水文・水資源学会2012年度研究発表会要旨集
- Place of Presentation
  広島市西区民文化センター
- Data Source
  KAKENHI-PROJECT-23246089
[Presentation] 気候モデルのアンサンブル降水出力に対するバイアス補正の影響分析2012
- Author(s)
  森信治, Kim Sunmin,萬和明,立川康人,椎葉充晴
- Organizer
  土木学会年次学術講演会
- Place of Presentation
  名古屋大学東山キャンパス
- Data Source
  KAKENHI-PROJECT-23760459
[Presentation] Climate Change Impact on River Flow of the Tone River Basin, Japan2011
- Author(s)
  Sunmin Kim, Yasuto Tachikawa, Eiichi Nakakita, Kazuaki Yorozu, Michiharu Shiiba
- Organizer
  日本土木工学会水工学講演会
- Place of Presentation
  東京大学
- Year and Date
  2011-03-10
- Data Source
  KAKENHI-PROJECT-21860047
[Presentation] MRI-AM60kmのアンサンブル出力に対する統計的ダウンスケーリング手法の開発2011
- Author(s)
  井上雅隆，Kim Sunmin，萬和明，立川康人，椎葉充晴
- Organizer
  平成２３年度土木学会関西支部年次学術講演会
- Place of Presentation
  関西大学　千里山キャンパス
- Data Source
  KAKENHI-PROJECT-23760459
[Presentation] マルチスケール気候モデルの降水出力に対する統計的ダウンスケーリング2011
- Author(s)
  井上雅隆, S. Kim, 萬和明, 立川康人, 椎葉充晴
- Organizer
  土木学会第66回年次学術講演会
- Place of Presentation
  愛媛大学
- Year and Date
  2011-09-08
- Data Source
  KAKENHI-PROJECT-23246089
[Presentation] マルチスケール気候モデルの降水出力に対する統計的ダウンスケーリング2011
- Author(s)
  井上雅隆, S. Kim, 萬和明, 立川康人, 椎葉充晴
- Organizer
  水文・水資源学会
- Place of Presentation
  京都大学防災研究所
- Year and Date
  2011-08-31
- Data Source
  KAKENHI-PROJECT-23246089
[Presentation] MRI-AM60kmの降水出力に対する統計的ダウンスケーリング2011
- Author(s)
  井上雅隆, Kim Sunmin,萬和明,立川康人,椎葉充晴
- Organizer
  平成23年度土木学会全国大会第66回年次学術講演会
- Place of Presentation
  愛媛大学城北地区キャンパス
- Data Source
  KAKENHI-PROJECT-23760459
[Presentation] マルチスケール気候モデルの降水出力に対する統計的ダウンスケーリング2011
- Author(s)
  井上雅隆、Sunmin KIM、萬和明、立川康人、椎葉充晴
- Organizer
  水文・水資源学会
- Place of Presentation
  京都大学防災研究所(宇治市)
- Year and Date
  2011-08-31
- Data Source
  KAKENHI-PROJECT-23246089
[Presentation] Parallelization and Data Assimilation of Object-oriented Hydrologic Modeling System2011
- Author(s)
  Seong Jin NOH, Yasuto TACHIKAWA, Michiharu SHIIBA, Sunmin KIM, Kazuaki YOROZU
- Organizer
  水文・水資源学会
- Place of Presentation
  京都大学防災研究所(宇治市)
- Year and Date
  2011-08-31
- Data Source
  KAKENHI-PROJECT-20246082
[Presentation] マルチスケール気候モデルの降水出力に対する統計的ダウンスケーリング2011
- Author(s)
  井上雅隆, Kim Sunmin,萬和明,立川康人,椎葉充晴
- Organizer
  水文・水資源学会2011年研究発表会
- Place of Presentation
  京都大学宇治キャンパス
- Data Source
  KAKENHI-PROJECT-23760459
[Presentation] MRI-AM60kmの降水出力に対する統計的ダウンスケーリング2011
- Author(s)
  井上雅隆，Kim Sunmin，萬和明，立川康人，椎葉充晴
- Organizer
  平成23年度土木学会全国大会第66回年次学術講演会
- Place of Presentation
  愛媛大学　城北地区キャンパス
- Data Source
  KAKENHI-PROJECT-23760459
[Presentation] Climate Change Impact on River Flow of the Tone River Basin,Japan2011
- Author(s)
  Sunmin KIM
- Organizer
  International Conference on Climate Change, Taipei, Taiwan
- Place of Presentation
  台北(台湾)(招待講演)
- Year and Date
  2011-11-02
- Data Source
  KAKENHI-PROJECT-23246089
[Presentation] マルチスケール気候モデルの降水出力に対する統計的ダウンスケーリング2011
- Author(s)
  井上雅隆，Kim Sunmin，萬和明，立川康人，椎葉充晴
- Organizer
  水文・水資源学会2011年研究発表会
- Place of Presentation
  京都大学　宇治キャンパス
- Data Source
  KAKENHI-PROJECT-23760459
[Presentation] MRI-AM60kmのアンサンブル出力に対する統計的ダウンスケーリング手法の開発2011
- Author(s)
  井上雅隆, Kim Sunmin,萬和明,立川康人,椎葉充晴
- Organizer
  平成23年度土木学会関西支部年次学術講演会
- Place of Presentation
  関西大学千里山キャンパス
- Year and Date
  2011-06-12
- Data Source
  KAKENHI-PROJECT-23760459
[Presentation] OpenMIを用いた水文モデリングとOHyMoSとの結合に関する考察2010
- Author(s)
  高橋円, 立川康人, 椎葉充晴, 萬和明, Kim Sunmin
- Organizer
  平成22年度土木学会年次学術講演会
- Place of Presentation
  北海道大学
- Year and Date
  2010-09-01
- Data Source
  KAKENHI-PROJECT-20246082
[Presentation] Precipitation Changes in Japan under the A1B Climate Change Scenario2010
- Author(s)
  Sunmin Kim, Eiichi Nakakita, Yasuto Tachikawa, Kaoru Takara
- Organizer
  日本土木工学会水工学講演会
- Place of Presentation
  北海道大学
- Year and Date
  2010-03-03
- Data Source
  KAKENHI-PROJECT-21860047
[Presentation] OpenMIを用いた水文モデリングとOHyMoSとの結合に関する考察2010
- Author(s)
  高橋円, 立川康人, 椎葉充晴, 萬和明, Kim Sunmin
- Organizer
  平成22年度土木学会関西支部学術講演会
- Place of Presentation
  京都大学
- Year and Date
  2010-05-22
- Data Source
  KAKENHI-PROJECT-20246082
[Presentation] Characteristics of AGCM20 Precipitation Output Comparing with AMeDAS Observation2010
- Author(s)
  Sunmin Kim, Eiichi Nakakita, Yasuto Tachikawa, Kazuaki Yorozu, Michiharu Shiiba
- Organizer
  水文・水資源学会2010年度研究発表会
- Place of Presentation
  法政大学
- Year and Date
  2010-09-09
- Data Source
  KAKENHI-PROJECT-21860047
[Presentation] OpenMIを用いた水文モデリングとOHyMoSとの結合に関する考察2010
- Author(s)
  高橋円, 立川康人, 椎葉充晴, 萬和明, Kim Sunmin
- Organizer
  平成22 年度土木学会関西支部学術講演会
- Place of Presentation
  京都大学
- Year and Date
  2010-05-22
- Data Source
  KAKENHI-PROJECT-20246082
[Presentation] Understanding the Characteristics of AGCM20 Precipitation Output Considering Its Dependence on Topography2010
- Author(s)
  Sunmin Kim, Eiichi Nakakita, Yasuto Tachikawa, Michiharu Shiiba
- Organizer
  HydroPredict2010
- Place of Presentation
  Prague, Czech Republic
- Year and Date
  2010-09-22
- Data Source
  KAKENHI-PROJECT-21860047
[Presentation] OpehMIを用いた水文モデリングとOHyMoSとの結合に関する考察2010
- Author(s)
  高橋円、立川康人、椎葉充晴、萬和明、Kim Sunmin
- Organizer
  平成22年度土木学会年次学術講演会
- Place of Presentation
  北海道大学
- Year and Date
  2010-09-01
- Data Source
  KAKENHI-PROJECT-20246082
[Presentation] 水稲を対象に開発された作物モデルの陸面過程モデルへの導入
- Author(s)
  松原拓也, 萬和明, Kim Sunmin, 立川康人, 椎葉充晴
- Organizer
  平成24年度土木学会関西支部年次学術講演会概要集
- Place of Presentation
  神戸市立工業高等専門学校
- Data Source
  KAKENHI-PROJECT-23246089
[Presentation] Future Projection of Extreme Precipitation with Non-stationary Frequency Analysis
- Author(s)
  Yasuto TACHIKAWA,Shinji MORI,Kazuaki YOROZU,Sunmin KIM
- Organizer
  Asia Oceania Geosciences Society
- Place of Presentation
  Sapporo, Japan
- Year and Date
  2014-07-28 – 2014-08-01
- Data Source
  KAKENHI-PROJECT-26289163
[Presentation] 水稲を対象に開発された作物モデルの陸面過程モデルへの導入
- Author(s)
  松原拓也, 萬和明, Kim Sunmin, 立川康人, 椎葉充晴
- Organizer
  土木学会第67回年次学術講演会
- Place of Presentation
  名古屋大学
- Data Source
  KAKENHI-PROJECT-23246089
[Presentation] 気候モデルのアンサンブル降水出力に対するバイアス補正の影響分析
- Author(s)
  森信治, Kim Sunmin, 萬和明, 立川康人, 椎葉充晴
- Organizer
  土木学会第67回年次学術講演会
- Place of Presentation
  名古屋大学
- Data Source
  KAKENHI-PROJECT-23246089
[Presentation] 気候モデルのアンサンブル降水出力に対するバイアス補正と流量予測への影響
- Author(s)
  森信治, Kim Sunmin, 萬和明, 立川康人, 椎葉充晴
- Organizer
  平成24年度土木学会関西支部年次学術講演会概要集
- Place of Presentation
  神戸市立工業高等専門学校
- Data Source
  KAKENHI-PROJECT-23246089

1. TACHIKAWA Yasuto (40227088)

# of Collaborated Projects: 6 results

# of Collaborated Products: 57 results
2. SHIIBA Michiharu (90026352)

# of Collaborated Projects: 5 results

# of Collaborated Products: 36 results
3. YOROZU Kazuaki (90554212)

# of Collaborated Projects: 5 results

# of Collaborated Products: 43 results
4. ICHIKAWA Yutaka (30293963)

# of Collaborated Projects: 4 results

# of Collaborated Products: 10 results
5. 田中智大 (20793798)

# of Collaborated Projects: 2 results

# of Collaborated Products: 8 results
6. 佐山敬洋 (70402930)

# of Collaborated Projects: 1 results

# of Collaborated Products: 2 results

Kim Sunmin Ｋｉｍ Ｓｕｎｍｉｎ

KIM Sunmin キム スンミン

Research Projects

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Co-Researchers

Development of Hybrid Flood Forecasting System based on Rainfall Information from Machine Learning AlgorithmPrincipal Investigator

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Development of an ensemble data assimilation method to be introduced into a nation-wide distributed rainfall-runoff model

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Deep Learning of Artificial Neural Network for Short-term Rainfall ForecastingPrincipal Investigator

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Probabilistic and the largest-class evaluation of water-related disaster risk using large ensemble of future climate projections

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Non-stationary analysis of magnitude and frequency on flood hazards and estimation of largest-class floods under a changing climate

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Reanalysis and Reproduce of Long-term Hydrologic Data using Limited ObservationPrincipal Investigator

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Detection of climate change impacts on streamflow in Southeast Asia

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Statistical Downscaling and Uncertainty Identification for Multi-scale AGCM OutputPrincipal Investigator

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Improvement of GCM Output Accuracy using Geophysical InformationPrincipal Investigator

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Development of integrated common base environment for hydraulic-hydrologic modeling

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Study on Projection of River Discharge under Global Warming and Adaptation Measures

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[Journal Article] EFFECTS OF INPUT VARIABLE SELECTION IN ARTIFICIAL NEURAL NETWORK FOR WATER STAGE FORECASTING2022

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[Journal Article] Sensitivity analysis on data array and model structure of convolutional neural network for rainfall occurrence prediction2019

Author(s)

Kim Sunmin ＫｉｍＳｕｎｍｉｎ

KIM Sunmin キムスンミン