Basic Information

Faculty

• Faculty of Engineering
• Institute for Liberal Arts and Sciences

Email Address

• Email Address

  kim.sunmin.6xkyoto-u.ac.jp

Academic Degree

• 修士(水工学)(韓国忠南大学校)
• 博士（工学）(京都大学)

Language of Instruction

• Japanese
• English
• Korean

ID,URL

• J-Global ID

  201401029990392923

Website(s) (URL(s))

• http://infra.kuciv.kyoto-u.ac.jp/sunmin
• http://hywr.kuciv.kyoto-u.ac.jp/
• http://hmd.dpri.kyoto-u.ac.jp/lab/

researchmap URL

• https://researchmap.jp/7000008791

Research

Research Topics, Overview of the research

• Research Topics

  Hydrologic design analysis; Hydrologic modeling and model performance improvement; Climate change impact on water resources; and Real-time flood forecasting with weather radar observation.

Research Interests

• Modeling with Machine Learning
• Realtime Flood Forecasting
• Climate Change Impact Analysis
• Frequency Analysis

Research Areas

• Social infrastructure (civil Engineering, architecture, disaster prevention), Hydroengineering

Papers

• 粒子フィルタを用いた並列型実時間流出予測システムの構築と複数観測流量情報の導入方法の検討

  田中 裕士; 立川 康人; キム スンミン; 市川 温; 萬 和明

  水文・水資源学会研究発表会要旨集, 2018

  
• A REAL-TIME RUNOFF PREDICTION METHOD USING A DISTRIBUTED RUNOFF MODEL INCORPORATING MULTIPLE DAM RESERVOIR OPERATION

  立川 康人; 福山 拓郎; 椎葉 充晴; 萬 和明; キム スンミン

  Journal of Japan Society of Civil Engineers, Ser. B1 (Hydraulic Engineering), Jan. 2012, Peer-reviewed

  
• 気候変動に伴う梅雨期の集中豪雨の将来変化に関する領域気候モデルを用いた基礎的研究

  中北英一; 宮宅敏哉; Kyoungjun KIM; 木島梨沙子

  土木学会論文集B1(水工学), Mar. 2012, Peer-reviewed

  
• RAINFALL OCCURRENCE PREDICTION WITH CONVOLUTIONAL NEURAL NETWORK

  Sunmin KIM; Tsuguaki SUZUKI; Yasuto TACHIKAWA

  Journal of Japan Society of Civil Engineers, Ser. B1 (Hydraulic Engineering), 2020, Peer-reviewed

  
• CORRELATION ANALYSIS BETWEEN STORM EVENTS AND METEOROLOGICAL CONDITIONS

  Youngkyu KIM; Sunmin KIM; Yasuto TACHIKAWA

  Journal of Japan Society of Civil Engineers, Ser. B1 (Hydraulic Engineering), 2020, Peer-reviewed

  
• SENSITIVITY ANALYSIS ON DATA ARRAY AND MODEL STRUCTURE OF CONVOLUTIONAL NEURAL NETWORK FOR RAINFALL OCCURRENCE PREDICTION

  Moonsun PARK; Sunmin KIM; Tsuguaki SUZUKI; Yasuto TACHIKAWA

  Journal of Japan Society of Civil Engineers, Ser. B1 (Hydraulic Engineering), 2019, Peer-reviewed

  
• REAL TIME RIVER-STAGE PREDICTION BY ANN WITH OBSERVED RAINFALL AND RIVER-STAGE INFORMATION

  Sumaiya TAZIN; Sunmin KIM; Yasuto TACHIKAWA

  Journal of Japan Society of Civil Engineers, Ser. B1 (Hydraulic Engineering), 2019, Peer-reviewed

  
• ANALYZING THE UNCERTAINTY OF USING SURFACE HUMIDITY FOR PMP ESTIMATION

  Youngkyu KIM; Sunmin KIM; Yasuto TACHIKAWA

  Journal of Japan Society of Civil Engineers, Ser. B1 (Hydraulic Engineering), 2019, Peer-reviewed

  
• EFFECTIVE APPLICATION OF A REAL-TIME RUNOFF PREDICTION SYSTEM USING A PARTICLE FILTER

  Yuji TANAKA; Yasuto TACHIKAWA; Kazuaki YOROZU; Yutaka ICHIKAWA; Sunmin KIM

  Journal of Japan Society of Civil Engineers, Ser. B1 (Hydraulic Engineering), 2019, Peer-reviewed

  
• APPLICATION OF CONVOLUTIONAL NEURAL NETWORK TO OCCURRENCE PREDICTION OF HEAVY RAINFALL

  Tsuguaki SUZUKI; Sunmin KIM; Yasuto TACHIKAWA; Yutaka ICHIKAWA; Kazuaki YOROZU

  Journal of Japan Society of Civil Engineers, Ser. B1 (Hydraulic Engineering), 2018, Peer-reviewed

  
• FUTURE CHANGE ANALYSIS OF EXTREME FLOODS USING LARGE ENSEMBLE CLIMATE SIMULATION DATA

  立川康人; 宮脇航平; 田中智大; 萬和明; 加藤雅也; 市川温; KIM Sunmin

  土木学会論文集 B1(水工学)(Web), 2017, Peer-reviewed

  
• 粒子フィルタと洪水追跡モデルを用いた水位流量曲線の作成および補正手法の開発

  KIM Yeonsu; 立川康人; 萬和明; KIM Sunmin

  河川技術論文集, 2014, Peer-reviewed

  
• 60kmAGCMアンサンブルを用いた気候変動に伴う集中豪雨発生要因となる大気場特性の将来予測

  中北英一; 草野晴香; キムスンミン

  京都大学防災研究所年報, 2014

  
• Ensemble Flood Forecasting Using Transposition of NWP Rainfall Fields Considering Orographic Rainfall

  Wansik YU; Eiichi NAKAKITA; Sunmin KIM; Kosei YAMAGUCHI

  Annuals of DPRI, Kyoto University, 2014

  
• Climate Change Impact on Water Resources Management in the Tone River Basin, Japan

  Kim, Sunmin; Tachikawa, Yasuto; Nakakita, Eiichi; Takara, Kaoru

  京都大学防災研究所年報. B = Disaster Prevention Research Institute Annuals. B, 01 Jun. 2009

  
• Identification Method of Extreme Weather Event across Japan Projected by 20km-mesh AGCM

  Kim Sunmin

  京都大学防災研究所年報. B = Disaster Prevention Research Institute Annuals. B, 01 Jun. 2009

  
• Reproducibility ofAGCM20 Precipitation Output and Its Dependency on Topography

  KIM Sunmin; NAKAKITA Eiichi

  京都大学防災研究所年報, 2009

  
• Hydrologic Prediction under Global Warming at Tone and Yodo River Basins using the Output of Global 20-km Mesh GCM

  Kim, Sunmin; Tachikawa, Yasuto; Takara, Kaoru; Nakakita, Eiichi

  京都大学防災研究所年報. B = Disaster Prevention Research Institute Annuals. B, 01 Jun. 2008

  
• Recent Flood Disasters and Progress of Disaster Management System in Korea

  Kim, Sunmin; Tachikawa, Yasuto; Takara, Kaoru

  京都大学防災研究所年報. B = Disaster Prevention Research Institute Annuals. B, 01 Apr. 2007

  
• Real-time Updating of State Variables in a Distributed Hydrological Model

  KIM S; TACHIKAWA Y; TAKARA K

  京都大学防災研究所年報, 30 Nov. 2004

  
• Embedding Kalman filter into a Distributed Hydrological Model

  Kim, Sunmin; Tachikawa, Yasuto; Takara, Kaoru

  Proc. of WSUD, IHP, Adelade,, pp. 52-64, 2004

  
• Quantitatively defining megadrought based on drought events in central Chile

  Youngkyu Kim; Sunmin Kim; Hoseong Jeong; Hyunuk An

  Geomatics, Natural Hazards and Risk, 31 Dec. 2022, Peer-reviewed

  
• ANALYZING THE UNCERTAINTY IN THE PMP ESTIMATION METHOD UNDER FUTURE CLIMATIC CONDITIONS

  Youngkyu KIM; Sunmin KIM; Yasuto TACHIKAWA

  Journal of Japan Society of Civil Engineers, Ser. B1 (Hydraulic Engineering), 2021, Peer-reviewed

  
• DEVELOPING A REDUCED-ORDER MODEL FOR FLOOD SIMULATION USING PROPER ORTHOGONAL DECOMPOSITION AND DISCRETE EMPIRICAL INTERPOLATION METHOD

  Yutaka ICHIKAWA; Ayumi ARARAGI; Tomohiro TANAKA; Kazuaki YOROZU; Sunmin KIM; Yasuto TACHIKAWA

  Journal of Japan Society of Civil Engineers, Ser. B1 (Hydraulic Engineering), 2021, Peer-reviewed

  
• Analyzing Uncertainty in Probable Maximum Precipitation Estimation With Pseudoadiabatic Assumption

  Y. K. Kim; S. M. Kim; Y. Tachikawa

  Water Resources Research, Sep. 2020, Peer-reviewed

  
• Statistical Downscaling of AGCM60km Precipitation based on Spatial Correlation of AGCM20km Output

  Sunmin Kim; Yasuto Tachikawa; Eiichi Nakakita

  HYDROLOGICAL RESEARCH LETTERS, 2017, Peer-reviewed

  
• Improving the accuracy of flood forecasting with transpositions of ensemble NWP rainfall fields considering orographic effects

  Wansik Yu; Eiichi Nakakita; Sunmin Kim; Kosei Yamaguchi

  JOURNAL OF HYDROLOGY, Aug. 2016, Peer-reviewed

  
• Impact Assessment of Uncertainty Propagation of Ensemble NWP Rainfall to Flood Forecasting with Catchment Scale

  Wansik Yu; Eiichi Nakakita; Sunmin Kim; Kosei Yamaguchi

  ADVANCES IN METEOROLOGY, 2016, Peer-reviewed

  
• Improvement of rainfall and flood forecasts by blending ensemble NWP rainfall with radar prediction considering orographic rainfall

  Wansik Yu; Eiichi Nakakita; Sunmin Kim; Kosei Yamaguchi

  JOURNAL OF HYDROLOGY, Dec. 2015, Peer-reviewed

  
• 梅雨期集中豪雨をもたらす大気場特性の気候変動に伴う出現頻度の将来変化予測

  中北英一; 草野晴香; KIM Sunmin

  土木学会論文集B1（水工学）, 2015, Peer-reviewed

  
• Statistical downscaling of precipitation with a formatted regression frame

  S. Kim; E. Nakakita; Y. Tachikawa; M. Shiiba; M. Inoue

  Journal of Japan Society of Civil Engineers, Ser. B1 (Hydraulic Engineering), Feb. 2014, Peer-reviewed

  
• Accuracy improvement of flood forecasting using pre-processing of ensemble numerical weather prediction rainfall fields

  Yu, Wansik; Eiichi Nakakita; Sunmin Kim; Kosei Yamaguchi

  Journal of Japan Society of Civil Engineers, 2014, Peer-reviewed

  
• Estimation of a possible maximum flood event in the Tone River basin, Japan caused by a tropical cyclone

  Hirohiko Ishikawa; Yuichiro Oku; Sunmin Kim; Tetsuya Takemi; Jun Yoshino

  HYDROLOGICAL PROCESSES, Nov. 2013, Peer-reviewed

  
• Precipitation changes in Japan under the a1b climate change scenario

  S. Kim; E. Nakakita; Y. Tachikawa; K. Takara

  Annual Journal of Hydraulic Engineering, Feb. 2010, Peer-reviewed

  
• Hydrologic evaluation on the AGCM20 output using observed river discharge data

  S. Kim; Y. Tachikawa; E. Nakakita; K. Takara

  Hydrological Research Letters, 2010, Peer-reviewed

  
• Ensemble flood forecasting with stochastic radar image extrapolation and a distributed hydrologic model

  Sunmin Kim; Yasuto Tachikawa; Takahiro Sayama; Kaoru Takara

  HYDROLOGICAL PROCESSES, Feb. 2009, Peer-reviewed

  
• Assessing Climate Change Impact onWater Resources in the Tone River Basin, Japan, Using Super-High-Resolution Atmospheric Model Output

  Kaoru Takara; Sunmin Kim; Yasuto Tachikawa; Eiichi Nakakita

  Journal of Disaster Research, Feb. 2009, Peer-reviewed

  
• Reconsideration of Reservoir Operations Under Climate Change: Case Study with Yagisawa Dam, Japan

  KIM Sunmin; TACHIKAWA Yasuto; NAKAKITA Eiichi TAKARA Kaoru

  Annual Journal of Hydraulic Engineering, JSCE Vol.53, pp.115-120, 2009, Peer-reviewed

  
• Applying a recursive update algorithm to a distributed hydrologic model

  Sunmin Kim; Yasuto Tachikawa; Kaoru Takara

  JOURNAL OF HYDROLOGIC ENGINEERING, May 2007, Peer-reviewed

  
• Future Changes in Watershed-scale Rainfall Characteristics : Application of AGCM20 to the Johor River Watershed, Malaysia (特集 アナリティクス(Analytics) : 環境分野でのトレンドを追って)

  矢澤 大志; Sunmin Kim; 佐藤 圭輔; 清水 芳久

  EICA : journal of EICA : 環境システム計測制御学会誌, Jan. 2019, Peer-reviewed

  
• Assessment of ensemble flood forecasting with numerical weather prediction by considering spatial shift of rainfall fields

  Wansik Yu; Eiichi Nakakita; Sunmin Kim; Kosei Yamaguchi

  KSCE Journal of Civil Engineering, 12 Jan. 2018, Peer-reviewed

  
• REAL-TIME RIVER-STAGE PREDICTION WITH ARTIFICIAL NEURAL NETWORK BASED ON ONLY UPSTREAM OBSERVATION DATA

  Sunmin KIM; Yasuto TACHIKAWA

  Journal of Japan Society of Civil Engineers, Ser. B1 (Hydraulic Engineering), 2018, Peer-reviewed

  
• A STUDY ON LONG-TERM RIVER DISCHARGE DATA GENERATION BY DISTRIBUTED HYDROLOGIC MODEL AND RECOMBINATION ATMOSPHERIC DATA

  萬和明; 黒崎直哉; 市川温; KIM Sunmin; 立川康人

  土木学会論文集 B1(水工学)(Web), Jan. 2018, Peer-reviewed

  
• 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

  滝口 修司; キム スンミン; 立川 康人; 市川 温; 萬 和明

  土木学会論文集Ｂ１（水工学）, Jan. 2018, Peer-reviewed

  
• REAL-TIME RIVER-STAGE PREDICTION WITH ARTIFICIAL NEURAL NETWORK BASED ON ONLY UPSTREAM OBSERVATION DATA

  Sunmin KIM; Yasuto TACHIKAWA

  Annual journal of Hydraulic Engineering, JSCE, Jan. 2018, Peer-reviewed

  
• 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

  鈴木 紹晟; キム スンミン; 立川 康人; 市川 温; 萬 和明

  土木学会論文集Ｂ１（水工学）, 2018, Peer-reviewed

  
• NON-STATIONARY HYDROLOGIC FREQUENCY ANALYSYS FOR ESTIMATION OF EXTREME PRECIPITATION CHANGE USING GLOBAL WARMING PROJECTION INFORMATION

  立川康人; 森信治; キム スンミン; 萬和明

  土木学会論文集 B1(水工学)(Web), Feb. 2015, Peer-reviewed

  
• Ensemble Kalman Filtering and Particle Filtering in a Lag-Time Window for Short-Term Streamflow Forecasting with a Distributed Hydrologic Model

  Seong Jin Noh; Yasuto Tachikawa; Michiharu Shiiba; Sunmin Kim

  JOURNAL OF HYDROLOGIC ENGINEERING, Dec. 2013, Peer-reviewed

  
• Simultaneous estimation of inflow and channel roughness using 2D hydraulic model and particle filters

  Y. Kim; Y. Tachikawa; M. Shiiba; S. Kim; K. Yorozu; S. J. Noh

  JOURNAL OF FLOOD RISK MANAGEMENT, Jun. 2013, Peer-reviewed

  
• Simultaneous estimation of inflow and channel roughness using 2D hydraulic models and particle filters

  Yeonsu KIM; Yasuto TACHIKAWA; Michiharu SHIIBA; Sunmin KIM; Yorozu KAZUAKI

  Journal of Disaster Research, Mar. 2013

  
• Sequential data assimilation for streamflow forecasting using a distributed hydrologic model: particle filtering and ensemble Kalman filtering

  Seong Jin Noh; Yasuto Tachikawa; Michiharu Shiiba; Sunmin Kim

  FLOODS: FROM RISK TO OPPORTUNITY, 2013, Peer-reviewed

  
• 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

  立川 康人; 藤田 勇樹; 椎葉 充晴; 萬 和明; キム スンミン

  土木学会論文集, B1(水工学), 2013, Peer-reviewed

  
• NUMERICAL MODELING AND ESTIMATION OF RADIOACTIVE CESIUM MOVEMENT AT THE KUCHIBUTO RIVER BASIN, FUKUSHIMA

  田中智大; 立川康人; 椎葉充晴; 萬和明; キムスンミン

  土木学会論文集 B1(水工学)(Web), 2013, Peer-reviewed

  
• Estimating the 2011 largest flood discharge at the Kumano River using a 2D dynamic wave model and particle filters

  Yeonsu Kim; Yasuto Tachikawa; Sunmin Kim; Michiharu Shiiba; S. J. Noh

  Journal of Japan Society of Civil Engineers, Ser. B1 (Hydraulic Engineering), 2013, Peer-reviewed

  
• Development of a hydrological modeling framework for data assimilation with particle filters

  S. J. Noh; Yasuto Tachikawa; Michiharu Shiiba; Kazuaki Yorozu; Sunmin Kim

  Journal of Japan Society of Civil Engineers, 2013, Peer-reviewed

  
• Estimating the Systematic Bias in the Present and Future Precipitation Output of AGCM60km

  Sunmin KIM; Eiichi NAKAKITA

  Proc. of the Int. Conference on Climate, Water and Policy (ICCWP) 2012, Sep. 2012

  
• Simultaneous Estimation of Inflow and Channel Roughness using 2D Hydraulic Model and Particle Filters

  Yeonsu KIM; Yasuto TACHIKAWA; Sunmin KIM; Kazuaki YOROZU; Michiharu SHIIBA; SeongJin NOH

  Journal of Flood Risk Management, Mar. 2012, Peer-reviewed

  
• SLSCによる水文頻度解析モデル適合度評価への統計的仮説検定の導入

  林 敬大; 立川康人; 椎葉充晴; 萬 和明; Kim Sunmin

  土木学会論文集B1(水工学), Mar. 2012, Peer-reviewed

  
• 流水制御過程を導入した実時間分布型流出予測手法の複数ダム流域への展開

  立川 康人; 福山拓郎; 椎葉充晴; 萬和明; キム・スンミン

  土木学会論文集B1(水工学), Mar. 2012, Peer-reviewed

  
• Short Term Prediction of Water Level and Discharge using a 2D Dynamic Wave Model

  Yeonsu KIM; Yasuto TACHIKAWA; Sunmin KIM; Michiharu SHIIBA; Kazuaki YOROZU; Seongjin NOH

  Journal of Japan Society of Civil Engineers, Ser. B1 (Hydraulic Engineering), Mar. 2012, Peer-reviewed

  
• Application of Error-Ensemble prediction method to a short-term rainfall prediction model considering orographic rainfall

  Eiichi Nakakita; Tomohiro Yoshikai; Sunmin Kim

  WEATHER RADAR AND HYDROLOGY, 2012, Peer-reviewed

  
• Short term prediction of water level and discharge using a 2d dynamic wave model with particle filters

  Yeonsu Kim; Yasuto Tachikawa; Sunmin Kim; Michiharu Shiiba; kazuaki Yorozu; Seong Jin Noh

  Journal of Japan Society of Civil Engineers, Ser. B1 (Hydraulic Engineering), 2012, Peer-reviewed

  
• 流水制御過程を導入した実時間分布型流出予測手法の複数ダム流域への展開

  立川 康人; 福山 拓郎; 椎葉 充晴; 萬 和明; キム スンミン

  土木学会論文集B1, 2012, Peer-reviewed

  
• SLSCによる水文頻度解析モデル適合度評価への統計的仮説検定の導入

  林 敬大; 立川 康人; 椎葉 充晴; 萬 和明; KIM Sunmin

  土木学会論文集B1, 2012, Peer-reviewed

  
• Analyzing Interannual Variability of Land Surface Temperature Derived from Satellite Data

  KIM Sunmin

  京都大学防災研究所年報, Jun. 2011

  
• Development of a Large Basin Rainfall-Runoff Modeling System Using the Object-oriented Hydrologic Modeling System (OHyMoS)

  Giha Lee; Sunmin Kim; Kwansue Jung; Yasuto Tachikawa

  KSCE JOURNAL OF CIVIL ENGINEERING, Mar. 2011, Peer-reviewed

  
• 気候変化が日本の河川流量に及ぼす影響の予測

  立川康人; 滝野晶平; 藤岡優子; 萬和明; KIM Sunmin; 椎葉充晴

  土木学会論文集, Mar. 2011, Peer-reviewed

  
• Climate Change Impact on River Flow of the Tone River Basin, Japan

  Sunmin KIM; Yasuto TACHIKAWA; Eiichi NAKAKITA; Kazuaki YOROZU; Michiharu SHIIBA

  Journal of Japan Society of Civil Engineers, Ser. B1 (Hydraulic Engineering), Mar. 2011, Peer-reviewed

  
• Dual State- Parameter Updating Scheme on a Conceptual Hydrologic Model using Sequential Monte Carlo Filters

  SeongJin NOH; Yasuto TACHIKAWA; Michiharu SHIIBA; Sunmin KIM

  Journal of Japan Society of Civil Engineers, Ser. B1 (Hydraulic Engineering), Mar. 2011, Peer-reviewed

  
• 粒子フィルタを用いた河川水位の実時間予測手法の開発

  立川康人; 須藤純一; 椎葉充晴; 萬和明; キム・スンミン

  土木学会論文集B1(水工学), Mar. 2011, Peer-reviewed

  
• Development of a Large Basin Rainfall-Runoff Modeling System Using the Object-oriented Hydrologic Modeling System (OHyMoS)

  Giha Lee; Sunmin Kim; Kwansue Jung; Yasuto Tachikawa

  KSCE JOURNAL OF CIVIL ENGINEERING, Mar. 2011, Peer-reviewed

  
• 地形性降雨を考慮したレーダー短時間降雨予測へのエラーアンサンブルの導入

  中北 英一; 吉開 朋弘; キム スンミン

  土木学会水工学論文集, Mar. 2011, Peer-reviewed

  
• Climate change impact on river flow of the Tone River Basin, Japan

  Sunmin Kim; Yasuto Tachikawa; Eiichi Nakakita; Kazuaki Yorozu; Michiharu Shiiba

  Annual Journal of Hydraulic Engineering, Mar. 2011, Peer-reviewed

  
• Dual State- Parameter Updating Scheme on a Conceptual Hydrologic Model using Sequential Monte Carlo Filters

  SeongJin NOH; Yasuto TACHIKAWA; Michiharu SHIIBA; Sunmin KIM

  Journal of Japan Society of Civil Engineers, Ser. B1 (Hydraulic Engineering), Mar. 2011, Peer-reviewed

  
• Climate Change Impact on River Flow of the Tone River Basin, Japan

  Sunmin KIM; Yasuto TACHIKAWA; Eiichi NAKAKITA; Kazuaki YOROZU; Michiharu SHIIBA

  Journal of Japan Society of Civil Engineers, Ser. B1 (Hydraulic Engineering), Mar. 2011, Peer-reviewed

  
• 気候変化が日本の河川流量に及ぼす影響の予測

  立川康人; 滝野晶平; 藤岡優子; 萬和明; KIM Sunmin; 椎葉充晴

  土木学会論文集, Mar. 2011, Peer-reviewed

  
• Applying sequential Monte Carlo methods into a distributed hydrologic model: lagged particle filtering approach with regularization

  S. J. Noh; Y. Tachikawa; M. Shiiba; S. Kim

  HYDROLOGY AND EARTH SYSTEM SCIENCES, 2011, Peer-reviewed

  
• Applying sequential Monte Carlo methods into a distributed hydrologic model: lagged particle filtering approach with regularization

  S. J. Noh; Y. Tachikawa; M. Shiiba; S. Kim

  HYDROLOGY AND EARTH SYSTEM SCIENCES, 2011, Peer-reviewed

  
• 地形性降雨を考慮したレーダー短時間降雨予測へのエラーアンサンブルの導入

  中北英一; 吉開朋弘; キム・スンミン

  土木学会論文集B1, 2011, Peer-reviewed

  
• Estimation of Climate Change Impact on Flood Discharge at Japanese River Basins

  立川康人; 滝野晶平; 萬和明; KIM Sunmin; 椎葉充晴

  京都大学防災研究所年報(CD-ROM), Jun. 2010

  
• Prediction of the largest ever flood: case study on typhoon Rusa in 2002 at the Gamcheon basin, Korea

  Sunmin Kim; Yasuto Tachikawa; Giha Lee; Kaoru Takara

  Annual Journal of Hydraulic Engineering, JSCE, 2008, Peer-reviewed

  
• Recursive updating of distributed state variables using observed discharges through Kalman filter

  Sunmin Kim; Yasuto Tachikawa; Kaoru Takara

  Annual Journal of Hydraulic Engineering, JSCE, 2007, Peer-reviewed

  
• Ensemble rainfall-runoff prediction with radar image extrapolation and its error structure

  Sunmin Kim; Yasuto Tachikawa; Takahiro Sayama; Kaoru Takara

  Annual Journal of Hydraulic Engineering, JSCE, 2006, Peer-reviewed

  
• Rainfall-Runoff Prediction Considering Error Structure of Predicted Rainfall

  Sunmin Kim; Yasuto Tachikawa; Kaoru Takara

  Annuals of Disaster Prevention Research Institute, Kyoto Univ., 2005

  
• Real-time prediction algorithm with a distributed hydrological model with Kalman filter

  Sunmin Kim; Yasuto Tachikawa; Kaoru Takara

  Annual Journal of Hydraulic Engineering, JSCE, 2005, Peer-reviewed

  

Misc.

• d4PDFを用いた全国一級水系におけるダムの現在および将来の治水効果に関する分析

  北口 慶一郎; 田中 智大; 立川 康人; 市川 温; 萬 和明; Sunmin Kim

  水文・水資源学会研究発表会要旨集, 2021

  
• Flood stage prediction using a 2D hydraulic model considering the uncertainties of boundary conditions

  Kim Yeonsu; TACHIKAWA Yasuto; SHIIBA Michiharu; KIM Sunmin; YOROZU Kazuaki

  Proceeding of Annual Conference, 2012

  
• Multiple dam reservoir operation for water resources management under climate change

  Kim, Sunmin; Tachikawa, Yasuto; Nakakita, Eiichi; Yorozu, Kazuaki; Shiiba, Michiharu

  Proc. of the 5th Conference of Asia pacific Association of Hydrology and Water Resources (APHW), Hanoi, Vietnam, 8-9 Nov., pp. 204-208,, pp. 204-208, 2010

  
• Sequential monte carlo methods for real-time forecasting using multiple hydrologic models

  Noh, Seong Jin; Tachikawa, Yasuto; Shiiba, Michiharu; Kim, Sunmin; Kazuaki Yorozu

  Proc. of the 5th Conference of Asia pacific Association of Hydrology and Water Resources (APHW), Hanoi, Vietnam, 8-9 Nov.,, pp. 130-133, 2010

  
• Validation of soil moisture estimated by land surface scheme comparing with in situ observation

  Yorozu, Kazuaki; Tanaka, Kenji; Kim, Sunmin; Tachikawa, Yasuto; Shiiba, Michiharu; Nakakita, Eiichi

  Proc. of the 5th Conference of Asia pacific Association of Hydrology and Water Resources (APHW), Hanoi, Vietnam, 8-9 Nov.,, pp. 44-47, 2010

  
• New Methods for Applying Kalman Filter Concept into a Distributed Hydrological Model

  Kim, Sunmin; Tachikawa, Yasuto; Takara, Kaoru

  Proc. of Monitoring, Prediction and Mitigation of Water-Related Disasters (MPMD2005),, pp. 245-250, 2005

  
• 集中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

  鈴木 紹晟; Sunmin Kim; 田中 智大; 萬 和明; 市川 温; 立川 康人

  水文・水資源学会研究発表会要旨集, Jan. 2018

  
• Evaluation of River Discharge Simulated by a Distributed Hydrologic Model Utilizing NHRCM 5km Data

  Tinumbang Aulia Febianda Anwar; 萬 和明; 立川 康人; 田中 智大; Sunmin Kim; 市川 温

  水文・水資源学会研究発表会要旨集, Jan. 2018

  
• 格子ボルツマン法による山地斜面パイプ流の数値シミュレーションに関する研究

  山本 岳学; 市川 温; 田中 智大; 萬 和明; Sunmin Kim; 立川 康人

  水文・水資源学会研究発表会要旨集, Jan. 2018

  
• 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

  水島 悠輔; 萬 和明; 田中 智大; Sunmin Kim; 市川 温; 立川 康人

  水文・水資源学会研究発表会要旨集, Jan. 2018

  
• 治水投資便益の確率分布の推定

  小林 敬汰; 田中 智大; 萬 和明; Sunmin Kim; 市川 温; 立川 康人

  水文・水資源学会研究発表会要旨集, Jan. 2018

  
• 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

  萬 和明; 黒崎 直哉; 立川 康人; 田中 智大; 市川 温; Sunmin Kim

  水文・水資源学会研究発表会要旨集, Jan. 2018

  
• Evaluating variability of quantile estimates by utilizing large maximum 24 hour rainfall data from d4PDF

  Nonhlakanipho Tau; Yasuto Tachikawa; Sunmin Kim; Yutaka Ichikawa; Kazuaki Yorozu

  水文・水資源学会研究発表会要旨集, Jan. 2017

  
• Evaluation of 2Dmodel-Groundwater Simulation in Kofu Basin

  Yoshimochi Chikara; Ichikawa Yutaka; Tachikawa Yasuto; Kim Sunmin; Yorozu Kazuaki

  Proceeding of Annual Conference, 2017

  
• Analysis of annual maximum river discharge distribution under climate change using d4PDF

  Tachikawa Yasuto; Miyawaki Kohei; Tanaka Tomohiro; Yorozu Kazuaki; Ichikawa Yutaka; Kim Sunmin

  Proceeding of Annual Conference, 2017

  
• Consideration of input data selection by ANN to predict flow amount

  Takiguchi Shuji; Kim Sunmin; Tachikawa Yasuto; Ichikawa Yutaka; Yorozu Kazuaki

  Proceeding of Annual Conference, 2017

  
• Development of 3-D Surface-Subsurface Flow Model Considering Evapotranspiration and its Evaluation on Shigaraki Forest Watershed

  Anwar Tinumbang; Aulia Febianda; 萬 和明; 市川 温; 立川 康人; Sunmin Kim

  水文・水資源学会研究発表会要旨集, Jan. 2017

  
• 雲量を用いた短波放射量のバイアス補正に関する研究

  萬 和明; 奥村 卓弥; 市川 温; Sunmin Kim; 立川 康人

  水文・水資源学会研究発表会要旨集, Jan. 2017

  
• Improvement of flood forecasting skill using blending of NWP and radar prediction rainfall considering orographic rainfall and error field scheme

  YU Wansik; NAKAKITA Eiichi; KIM Sunmin; YAMAGUCHI Kosei

  Proceeding of Annual Conference, 2014

  
• Study on future change in localized heavy rainfall caused by atmospheric character under climate change using AGCM and RCM

  Nakakita Eiichi; Kusano Haruka; Kim Sunmin

  Proceeding of Annual Conference, 2014

  
• Evaluating the impact of paddy field on the formation of cumulus cloud by analysis of satellite image and numerical simulations

  Yorozu Kazuaki; Awadu Kosuke; Kim Sunmin; Tachikawa Yasuto; Shiiba Michiharu

  Proceeding of Annual Conference, 2013

  
• Assessment of Error Propagation of Ensemble NWP rainfall into Flood Forecast with Spatial Scale: Case Study of 2011 Largest Flood Event

  YU Wansik; NAKAKITA Eiichi; YAMAGUCHI Kosei; KIM Sunmin

  Proceeding of Annual Conference, 2013

  
• Parallelization and data assimilation of object-oriented hydrologic modeling system

  Noh Seong Jin; Tachikawa Yasuto; Shiiba Michiharu; Kim Sunmin; Yorozu Kazuaki

  Proceeding of Annual Conference, 2011

  
• An experimental comparison of model selections in hydrologic frequency analysis

  Hayashi Hiromasa; Tachikawa Yasuto; Yorozu Kazuaki; Kim Sunmin; Shiiba Michiharu

  Proceeding of Annual Conference, 2011

  
• River Discharge Estimation with 2D Hydraulic Model and Particle Filter

  KIM Yeonsu; TACHIKAWA Yasuto; SHIIBA Michiharu; KIM Sunmin; YOROZU Kazuaki

  Proceeding of Annual Conference, 2011

  
• Analyzing inter-annual variability of land surface temperature using satellite data

  Yorozu Kazuaki; Kodama Takatoshi; Kim Sunmin; Tachikawa Yasuto; Shiiba Michiharu

  Proceeding of Annual Conference, 2011

  
• Statistical Downscaling Of Precipitation Output From Multi-Scale Climate Model

  Inoue Masataka; Kim Sunmin; Yorozu Kazuaki; Tachikawa Yasuto; Shiiba Michiharu

  Proceeding of Annual Conference, 2011

  
• Analysis of evaporation characteristics using particle filter for data assimilation methods

  Awazu Kosuke; Yorozu Kazuaki; Kim Sunmin; Tachikawa Yasuto; Shiiba Michiharu

  Proceeding of Annual Conference, 2011

  
• Development of land surface scheme considering crop growth process

  Fujizono Junya; Yorozu Kazuaki; Kim Sunmin; Tachikawa Yasuto; Shiiba Michiharu

  Proceeding of Annual Conference, 2010

  
• Real-time river statge prediction method using particle filter

  Tachikawa Yasuto; Sudo Jyunichi; Shiiba Michiharu; Yorozu Kazuaki; Kim Sunmin

  Proceeding of Annual Conference, 2010

  
• Characteristics of AGCM20 Precipitation Output Comparing with AMeDAS Observation

  Kim Sunmin; Nakakita Eiichi; Tachikawa Yasuto; Yorozu Kazuaki; Shiiba Michiharu

  Proceeding of Annual Conference, 2010

  
• Application of Error Ensemble Method to a Short-term Rainfall Prediction with a Physically-based Orographic Rainfall Prediction Model

  Yoshikai Tomohiro; Nakakita Eiichi; Kim Sunmin

  Proceeding of Annual Conference, 2010

  
• A Basic Approach for the Combined Hydraulic - Hydrologic Modeling Systems

  Takahashi Madoka; Tachikawa Yasuto; Kim Sunmin; Yorozu Kazuaki; Shiiba Michiharu

  Proceeding of Annual Conference, 2010

  
• Improved Distributed Hydrologic Modeling Considering Pumping System of Dam Reservoir

  Kamekawa Shohei; Tachikawa Yasuto; Yorozu Kazuaki; Kim Sunmin; Siiba Michiharu

  Proceeding of Annual Conference, 2010

  
• Evaluation of Super-High Resolution Atmospheric Model Output using Observed River Discharge Data

  Kim Sunmin; Tachikawa Yasuto; Nakakita Eiichi; Takara Kaoru

  Proceeding of Annual Conference, 2009

  
• Stochastic Error Field Modeling for Radar Rainfall Prediction

  Kim Sunmin; Tachikawa Yasuto; Takara Kaoru

  Proceeding of Annual Conference, 2005

  
• 河川水溶存シリカ濃度に基づく雨水流動過程の分析

  西端亮裕; 市川温; 萬和明; 田中智大; KIM Sunmin; 立川康人

  土木学会関西支部年次学術講演会講演概要集(Web), 2020

  
• 降雨流出過程のモデル化に内在する不確実性の分析

  加藤嵩史; 市川温; 萬和明; 田中智大; KIM Sunmin; 立川康人

  土木学会関西支部年次学術講演会講演概要集(Web), 2020

  
• 降水ナウキャストのための気象レーダー画像の機械学習

  高見健斗; KIM Sunmin; 萬和明; 田中智大; 市川温; 立川康人

  土木学会関西支部年次学術講演会講演概要集(Web), 2020

  
• 大気大循環モデルMRI-AGCM3.2Hにおける土壌パラメータ設定に対する流出量への影響

  小島冴斗; 萬和明; 田中智大; KIM Sunmin; 市川温; 立川康人

  土木学会関西支部年次学術講演会講演概要集(CD-ROM), 2019

  
• 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

  河合優樹; 田中智大; 萬和明; KIM Sunmin; 市川温; 立川康人

  土木学会関西支部年次学術講演会講演概要集(CD-ROM), 2019

  
• 固有直交分解に基づく縮約型洪水氾濫モデルの適用性の分析

  櫟あゆみ; 市川温; 田中智大; 萬和明; KIM Sunmin; 立川康人

  土木学会関西支部年次学術講演会講演概要集(CD-ROM), 2019

  
• 固有直交分解に基づく縮約型洪水氾濫モデルの適用性の分析

  櫟あゆみ; 市川温; 田中智大; 萬和明; KIM Sunmin; 立川康人

  水文・水資源学会研究発表会要旨集(Web), 2019

  
• 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

  河合優樹; 田中智大; 萬和明; KIM Sunmin; 市川温; 立川康人

  水文・水資源学会研究発表会要旨集(Web), 2019

  
• 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

  萬和明; 小島冴斗; 立川康人; 田中智大; 市川温; KIM Sunmin

  水文・水資源学会研究発表会要旨集(Web), 2019

  
• 集中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

  鈴木紹晟; KIM Sunmin; 田中智大; 萬和明; 市川温; 立川康人

  土木学会関西支部年次学術講演会講演概要集(CD-ROM), 2018

  
• GCM流出発生量へのQuantile-Quantile Mapping法の適用に関する研究

  水島悠輔; 萬和明; 田中智大; KIM Sunmin; 市川温; 立川康人

  土木学会関西支部年次学術講演会講演概要集(CD-ROM), 2018

  
• 格子ボルツマン法による山地斜面パイプ流の数値シミュレーションに関する研究

  山本岳学; 市川温; 田中智大; 萬和明; KIM Sunmin; 立川康人

  土木学会関西支部年次学術講演会講演概要集(CD-ROM), 2018

  
• 治水投資便益の確率分布の推定

  小林敬汰; 田中智大; 萬和明; KIM Sunmin; 市川温; 立川康人

  土木学会関西支部年次学術講演会講演概要集(CD-ROM), 2018

  
• 平面二次元モデルを用いた甲府盆地の地下水流動機構の再現

  吉持主税; 市川温; KIM Sunmin; 立川康人; 萬和明

  土木学会関西支部年次学術講演会講演概要集(CD-ROM), 2017

  
• ニューラルネットワークを用いた積雪流域の河川流量予測

  滝口修司; KIM Sunmin; 立川康人; 市川温; 萬和明

  土木学会関西支部年次学術講演会講演概要集(CD-ROM), 2017

  
• Future Change in Appearance Frequency of Atmospheric Characteristics Causing Localized Heavy Rainfall during Baiu Season Using AGCM Ensembles

  KIM Sunmin

  京都大学防災研究所年報, 2015

  
• 衛星画像解析と気象数値実験による水田が積雲形成に与える影響の分析

  YOROZU KAZUAKI; AWAZU KOSUKE; KIM SUNMIN; TACHIKAWA YASUTO; SHIIBA MICHIHARU

  土木学会年次学術講演会講演概要集(CD-ROM), 01 Aug. 2013

  
• GCM出力データを用いた九州全流域の河川流量の再現計算

  KOIZUMI YUSUKE; TACHIKAWA YASUTO; YOROZU KAZUAKI; KIM SUNMIN; SHIIBA MICHIHARU

  土木学会年次学術講演会講演概要集(CD-ROM), 01 Aug. 2013

  
• 分布型流出・氾濫一体型モデルによる全国分布型流出モデル1K‐FRMのネスティング

  TANAKA TOMOHIRO; TACHIKAWA YASUTO; SHIIBA MICHIHARU; YOROZU KAZUAKI; KIM SUNMIN

  土木学会年次学術講演会講演概要集(CD-ROM), 01 Aug. 2013

  
• 分布型流出モデルを用いた熊野川における既往最大級の洪水の再現性の分析

  HIYAMA KOHEI; TACHIKAWA YASUTO; KIM SUNMIN; YOROZU KAZUAKI; SHIIBA MICHIHARU

  土木学会年次学術講演会講演概要集(CD-ROM), 01 Aug. 2013

  
• 分布型流出モデルを用いた熊野川における既往最大級の洪水の再現性の分析

  HIYAMA KOHEI; TACHIKAWA YASUTO; KIM SUNMIN; YOROZU KAZUAKI; SHIIBA MICHIHARU

  土木学会関西支部年次学術講演会講演概要集(CD-ROM), 15 May 2013

  
• GCM出力データを用いた九州全流域の河川流量の再現計算

  KOIZUMI YUSUKE; TACHIKAWA YASUTO; YOROZU KAZUAKI; KIM SUNMIN; SHIIBA MICHIHARU

  土木学会関西支部年次学術講演会講演概要集(CD-ROM), 15 May 2013

  
• 分布型流出・氾濫一体型モデルによる全国分布型流出モデル1K‐FRMのネスティング

  TANAKA TOMOHIRO; TACHIKAWA YASUTO; SHIIBA MICHIHARU; YOROZU KAZUAKI; KIM SUNMIN

  土木学会関西支部年次学術講演会講演概要集(CD-ROM), 15 May 2013

  
• 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

  MORI NOBUHIRO; KIM SUNMIN; YOROZU KAZUAKI; TACHIKAWA YASUTO; SHIIBA MICHIHARU

  土木学会年次学術講演会講演概要集(CD-ROM), 01 Aug. 2012

  
• 粒子フィルタを用いた陸面過程モデルの土壌パラメータ推定

  MATSUMIYA KENJI; YOROZU KAZUAKI; KIM SUNMIN; TACHIKAWA YASUTO; SHIIBA MICHIHARU

  土木学会年次学術講演会講演概要集(CD-ROM), 01 Aug. 2012

  
• 平成23年台風12号による熊野川の洪水の分析

  MENO TAKASHI; TACHIKAWA YASUTO; KIM SUNMIN; SHIIBA MICHIHARU; YOROZU KAZUAKI

  土木学会年次学術講演会講演概要集(CD-ROM), 01 Aug. 2012

  
• 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

  MATSUBARA TAKUYA; YOROZU KAZUAKI; KIM SUNMIN; TACHIKAWA YASUTO; SHIIBA MICHIHARU

  土木学会年次学術講演会講演概要集(CD-ROM), 01 Aug. 2012

  
• 口太川流域における水・土砂移動を通した放射性物質の移動・拡散現象の再現について

  TANAKA TOMOHIRO; SHIIBA MICHIHARU; TACHIKAWA YASUTO; YOROZU KAZUAKI; KAMEKAWA SHOHEI; KIM SUNMIN

  土木学会年次学術講演会講演概要集(CD-ROM), 01 Aug. 2012

  
• CommonMPの多重実行環境の開発と治水評価への適用

  TAKAHASHI MADOKA; SHIIBA MICHIHARU; TACHIKAWA YASUTO; KIM SUNMIN; YOROZU KAZUAKI

  土木学会年次学術講演会講演概要集(CD-ROM), 01 Aug. 2012

  
• 多種類のレーダ雨量データを用いた分布型実時間流出予測システム

  FUKUI OSAMU; KIM SUNMIN; TACHIKAWA YASUTO; SHIIBA MICHIHARU; YOROZU KAZUAKI

  土木学会年次学術講演会講演概要集(CD-ROM), 01 Aug. 2012

  
• 口太川流域における水・土砂移動を通した放射性物質の移動・拡散現象の再現について

  TANAKA TOMOHIRO; TACHIKAWA YASUTO; KAMEKAWA SHOHEI; SHIIBA MICHIHARU; YOROZU KAZUAKI; KIM SUNMIN

  土木学会関西支部年次学術講演会講演概要集(CD-ROM), 17 May 2012

  
• 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

  MATSUBARA TAKUYA; YOROZU KAZUAKI; KIM SUNMIN; TACHIKAWA YASUTO; SHIIBA MICHIHARU

  土木学会関西支部年次学術講演会講演概要集(CD-ROM), 17 May 2012

  
• 平成23年台風12号による熊野川の洪水の分析

  MENO TAKASHI; TACHIKAWA YASUTO; KIM SUNMIN; SHIIBA MICHIHARU; YOROZU KAZUAKI

  土木学会関西支部年次学術講演会講演概要集(CD-ROM), 17 May 2012

  
• 粒子フィルタを用いた陸面過程モデルの土壌パラメータ推定

  MATSUMIYA KENJI; YOROZU KAZUAKI; KIM SUNMIN; TACHIKAWA YASUTO; SHIIBA MICHIHARU

  土木学会関西支部年次学術講演会講演概要集(CD-ROM), 17 May 2012

  
• 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

  MORI SHINJI; KIM SUNMIN; YOROZU KAZUAKI; TACHIKAWA YASUTO; SHIIBA MICHIHARU

  土木学会関西支部年次学術講演会講演概要集(CD-ROM), 17 May 2012

  
• 流水制御過程を導入した実時間分布型流出予測手法の複数ダム流域への展開

  立川康人; 福山拓郎; 椎葉充晴; 萬和明; KIM S.

  水工学論文集(CD-ROM), 2012

  
• SLSCによる水文頻度解析モデル適合度評価への統計的仮説検定の導入

  林敬大; 立川康人; 椎葉充晴; 萬和明; KIM Sunmin

  水工学論文集(CD-ROM), 2012

  
• 粒子フィルタによるデータ同化手法を用いた蒸発特性の推定

  AWAZU KOSUKE; YOROZU KAZUAKI; KIM SUNMIN; TACHIKAWA YASUTO; SHIIBA MICHIHARU

  土木学会年次学術講演会講演概要集(CD-ROM), 05 Aug. 2011

  
• 水文頻度解析モデルの適合度の統計的仮説検定に関する考察

  HAYASHI HIROMASA; TACHIKAWA YASUTO; YOROZU KAZUAKI; KIM SUNMIN; SHIIBA MICHIHARU

  土木学会年次学術講演会講演概要集(CD-ROM), 05 Aug. 2011

  
• 実時間洪水予測システムへのXバンドMPレーダデータの導入

  MINAMIYAMA KOICHI; KIM SUNMIN; YOROZU KAZUAKI; TACHIKAWA YASUTO; SHIIBA MICHIHARU

  土木学会年次学術講演会講演概要集(CD-ROM), 05 Aug. 2011

  
• MRI‐AM60kmの降水出力に対する統計的ダウンスケーリング

  INOUE MASATAKA; KIM SUNMIN; YOROZU KAZUAKI; TACHIKAWA YASUTO; SHIIBA MICHIHARU

  土木学会年次学術講演会講演概要集(CD-ROM), 05 Aug. 2011

  
• 実時間洪水予測システムへのXバンドMPレーダデータの導入とその効果について

  MINAMIYAMA KOICHI; KIM SUNMIN; YOROZU KAZUAKI; TACHIKAWA YASUTO; SHIIBA MICHIHARU

  土木学会関西支部年次学術講演会講演概要集(CD-ROM), 23 May 2011

  
• 粒子フィルタによる平滑化手法を用いた蒸発特性の分析

  AWAZU KOSUKE; YOROZU KAZUAKI; KIM SUNMIN; TACHIKAWA YASUTO; SHIIBA MICHIHARU

  土木学会関西支部年次学術講演会講演概要集(CD-ROM), 23 May 2011

  
• 水文頻度解析モデルの適合度の統計的仮説検定に関する考察

  HAYASHI HIROMASA; TACHIKAWA YASUTO; YOROZU KAZUAKI; KIM SUNMIN; SHIIBA MICHIHARU

  土木学会関西支部年次学術講演会講演概要集(CD-ROM), 23 May 2011

  
• 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

  INOUE MASATAKA; KIM SUNMIN; YOROZU KAZUAKI; TACHIKAWA YASUTO; SHIIBA MICHIHARU

  土木学会関西支部年次学術講演会講演概要集(CD-ROM), 23 May 2011

  
• 粒子フィルタを用いた河川水位の実時間予測手法の開発

  立川康人; 須藤純一; 椎葉充晴; 萬和明; KIM S.

  水工学論文集(CD-ROM), 2011

  
• 九頭竜川流域における流水制御過程を導入した分布型流出モデルの高度化

  KAMEKAWA SHOHEI; TACHIKAWA YASUTO; YOROZU KAZUAKI; KIM SUNMIN; SHIIBA MICHIHARU

  土木学会年次学術講演会講演概要集(CD-ROM), 05 Aug. 2010

  
• OpenMIを用いた水文モデリングとOHyMoSとの結合に関する考察

  TAKAHASHI MADOKA; TACHIKAWA YASUTO; SHIIBA MICHIHARU; YOROZU KAZUAKI; KIM SUNMIN

  土木学会年次学術講演会講演概要集(CD-ROM), 05 Aug. 2010

  
• 将来気候推計情報を用いた我が国の渇水流況変化の分析

  FUJIOKA YUKO; TAKINO SHOIHEI; TACHIKAWA YASUTO; SHIIBA MICHIHARU; YOROZU KAZUAKI; KIM SUNMIN

  土木学会年次学術講演会講演概要集(CD-ROM), 05 Aug. 2010

  
• 作物の成長過程を考慮した地表面水文モデルに関する研究

  FUJISONO JUN'YA; YOROZU KAZUAKI; KIM SUNMIN; TACHIKAWA YASUTO; SHIIBA MICHIHARU

  土木学会年次学術講演会講演概要集(CD-ROM), 05 Aug. 2010

  
• 将来気候推計情報を用いた我が国の渇水流況変化の分析

  FUJIOKA YUKO; TAKINO SHOIHEI; TACHIKAWA YASUTO; SHIIBA MICHIHARU; YOROZU KAZUAKI; KIM SUNMIN

  土木学会関西支部年次学術講演会講演概要集(CD-ROM), 22 May 2010

  
• 地表面水文過程を考慮した作物の成長モデルに関する研究

  FUJIZONO JUN'YA; YOROZU KAZUAKI; KIM SUNMIN; TACHIKAWA YASUTO; SHIIBA MICHIHARU

  土木学会関西支部年次学術講演会講演概要集(CD-ROM), 22 May 2010

  
• OpenMIを用いた水文モデリングとOHyMoSとの結合に関する考察

  TAKAHASHI MADOKA; TACHIKAWA YASUTO; SHIIBA MICHIHARU; YOROZU KAZUAKI; KIM SUNMIN

  土木学会関西支部年次学術講演会講演概要集(CD-ROM), 22 May 2010

  
• 粒子フィルタを用いた河川水位同化手法の桂川への適用

  SUDO JUN'ICHI; TACHIKAWA YASUTO; SHIIBA MICHIHARU; YOROZU KAZUAKI; KIM SUNMIN

  土木学会関西支部年次学術講演会講演概要集(CD-ROM), 22 May 2010

  
• 九頭竜川流域における流水制御過程を導入した分布型流出モデルの高度化

  KAMEKAWA SHOHEI; TACHIKAWA YASUTO; YOROZU KAZUAKI; KIM SUNMIN; SHIIBA MICHIHARU

  土木学会関西支部年次学術講演会講演概要集(CD-ROM), 22 May 2010

  
• 極端気象現象とその気候変動による影響評価に関する研究集会 : より良い将来予測を目指して

  佐藤 嘉展; 猪股 広典; 中野 満寿男; 奥 勇一郎; KIM Sunmin; ABULIZ Aynur; 上口 賢治

  水文・水資源学会誌, 05 May 2010

  
• 粒子フィルタを用いた河川水位実時間予測手法の開発

  立川康人; 須藤純一; 椎葉充晴; 萬和明; KIM Sunmin

  土木学会年次学術講演会講演概要集(CD-ROM), 2010

  
• Estimating the Systematic Bias in the Present and Future Precipitation Output of AGCM60km

  Sunmin KIM; Eiichi NAKAKITA

  Proc. of the Int. Conference on Climate, Water and Policy (ICCWP) 2012,, pp. 11-13, Sep. 2012

  
• 地形性降雨を考慮したレーダー短時間降雨予測へのエラーアンサンブルの導入(II)

  中北 英一; 吉開 朋弘; キム スンミン

  京都大学防災研究所年報. B = Disaster Prevention Research Institute Annuals. B, Sep. 2012

  
• Analyzing Interannual Variability of Land Surface Temperature Derived from Satellite Data

  KIM Sunmin

  京都大学防災研究所年報. B = Disaster Prevention Research Institute Annuals. B, 20 Oct. 2011

  
• 韓国水資源学会2011年度学術発表会参加報告

  竹林洋史; 金善玟

  水文・水資源学会誌,24 (6), pp. 369-370, 2011

  
• 気候変化が日本の洪水発生に及ぼす影響の推定

  立川 康人; 滝野 晶平; 萬 和明; キム スンミン; 椎葉 充晴

  京都大学防災研究所年報. B = Disaster Prevention Research Institute Annuals. B, 01 Jun. 2010

  
• Hydrologic Precidtion of Climate Chante Impacts on Tone and Yodo River Basins

  Kim, Sunmin; Tachikawa, Yasuto; Takara, Kaoru; Nakakita, Eiichi

  Advances in Hydro-Science and Engneering, vol. 8, Proc. of the 8th International Conference on Hydro-Science and Engineering, ICHE-2008, Nagoya, Japan, Sept. 9-12, 2008,, p. CD volume, 2008

  
• Flood Forecasting System Using Weather Radar and a Distributed Hydrologic Model

  Kim, Sunmin; Tachikawa, Yasuto; Takara, Kaoru

  Annuals of Disas. Prev. Res. Inst., Kyoto Univ.,49 (B), pp. 55-65, 2006

  
• Stochastic real-time forecasting with radar image extrapolation and a distributed hydrologic model

  Kim, Sunmin; Tachikawa, Yasuto; Takara, Kaoru

  7th International Conference on Hydroinformatics, HIC 2006, Nice, FRANCE, CDROM,, p. CDROM, 2006

  
• Rainfall-Runoff Prediction Considering Error Structure of Predicted Rainfall

  Kim, Sunmin; Tachikawa, Yasuto; Takara, Kaoru

  Annuals of Disaster Prevention Research Institute, Kyoto Univ.,48 (B), pp. 53-58, 2005

  

Presentations

• Invited Speaker, "Recent Application of Weather Radar Observation into Hydrologic Forecasting in Japan"

  Sunmin Kim

  Standardizing Flood Forecasting and Warning Approaches in Transboundary Catchments, Lahore, Pakistan, 19 Apr. 2016, UNESCO, Invited

  
• Invited Speaker, "Improved Hydrologic Forecasting with Multiple Radar Observation Networks in Japan"

  Sunmin Kim

  International Conference on Weather Forecast and Hydrological Applications of Radar, Jeju, Korea, 04 Nov. 2015, KMA, Invited

  
• Invited Speaker, "Recent Application of Weather Radar Observation into Hydrologic Forecasting in Japan"

  Sunmin Kim

  2nd International Symposium On Flood Research And Management 2015, Shah Alam, Malaysia, 05 Oct. 2015, UiTM, Invited

  
• Invited Speaker, "Estimating Worst Case Flood and Inundation Damages under Climate Change"

  Sunmin Kim

  International Symposium of CIDB Malaysia, "Reconstruction to Prevent Future Disaster", Kuala Lumpur, Malaysia, 08 Apr. 2015, CIDB, Invited

  

External funds: Kakenhi

• Deep Learning of Artificial Neural Network for Short-term Rainfall Forecasting

  Grant-in-Aid for Challenging Research (Exploratory)

  Kyoto University

  Sunmin Kim

  From 30 Jun. 2017, To 31 Mar. 2020, Project Closed

  降雨予測;深層学習;CNN;機械学習;気象データ;衛星データ;豪雨予測;気象観測データ;畳み込みニューラルネットワーク;人工知能;短期降雨予測

  https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-17K18903/
• Probabilistic and the largest-class evaluation of water-related disaster risk using large ensemble of future climate projections

  Grant-in-Aid for Scientific Research (A)

  Kyoto University

  Yasuto Tachikawa

  From 01 Apr. 2017, To 31 Mar. 2020, Project Closed

  気候変動;地球温暖化;水災害リスク;d4PDF;河川流量;洪水;確率評価;最大クラス洪水;水災リスク;最大クラス評価;バイアス補正;渇水

  https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-17H01294/
• Reanalysis and Reproduce of Long-term Hydrologic Data using Limited Observation

  Grant-in-Aid for Challenging Exploratory Research

  Kyoto University

  Sunmin Kim

  From 01 Apr. 2014, To 31 Mar. 2017, Project Closed

  水文データ;再解析;長期水文データ;再解析データ;水文モデル;再解析流量;流量再解析;利根川流域

  https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-26630226/
• Non-stationary analysis of magnitude and frequency on flood hazards and estimation of largest-class floods under a changing climate

  Grant-in-Aid for Scientific Research (B)

  Kyoto University

  Yasuto Tachikawa

  From 01 Apr. 2014, To 31 Mar. 2017, Project Closed

  水災害;気候変動;洪水;治水計画;擬似温暖化;水害リスクカーブ;d4PDF;降雨流出モデル;浸水リスクカーブ;氾濫;最大クラス洪水;洪水氾濫;リスクカーブ;流出モデル;氾濫モデル;水文学;地球温暖化;浸水被害

  https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-26289163/
• Statistical Downscaling and Uncertainty Identification for Multi-scale AGCM Output

  Grant-in-Aid for Young Scientists (B)

  Kyoto University

  Sunmin KIM

  From 01 Apr. 2011, To 31 Mar. 2014, Project Closed

  統計的DS;気候変動;降水データ;東南アジア;全球気候モデル;アンサンブル降水出力;ダウンスケーリング

  https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-23760459/
• Detection of climate change impacts on streamflow in Southeast Asia

  Grant-in-Aid for Scientific Research (A)

  Kyoto University

  Yasuto TACHIKAWA

  From 01 Apr. 2011, To 31 Mar. 2014, Project Closed

  地球温暖化;気候変動;東南アジア;河川流量;水災害;水資源;洪水;渇水;適応

  https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-23246089/
• Improvement of GCM Output Accuracy using Geophysical Information

  Grant-in-Aid for Research Activity Start-up

  Kyoto University

  Sunmin KIM

  From 01 Apr. 2009, To 31 Mar. 2011, Project Closed

  気候モデル;降水出力の再現性;影響評価;降水パターン;河川流況変動;分布型水文モデル;空間スケール;降水特性;地形依存性

  https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-21860047/
• Study on Projection of River Discharge under Global Warming and Adaptation Measures

  Grant-in-Aid for Scientific Research (B)

  Kyoto University

  Yasuto TACHIKAWA

  From 01 Apr. 2008, To 31 Mar. 2011, Project Closed

  地球温暖化;気候変動;適応策;流出モデル;洪水;渇水;河川流況;河川流量;流量変化;大気大循環モデル;ダム制御;河川流況変化

  https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-20360219/
• Development of integrated common base environment for hydraulic-hydrologic modeling

  Grant-in-Aid for Scientific Research (A)

  Kyoto University

  Michiharu SHIIBA

  From 01 Apr. 2008, To 31 Mar. 2012, Project Closed

  水理・水文モデル;統合型共通基盤;モデル構成技術;共通プラットフォーム;要素モデル;OHyMoS;CommonMP;統合シミュレーション;水理水分モデル;モデル構造技術;水理水文モデル;オブジェクト指向

  https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-20246082/
• Development of Hybrid Flood Forecasting System based on Rainfall Information from Machine Learning Algorithm

  Grant-in-Aid for Scientific Research (C)

  Basic Section 22040:Hydroengineering-related

  Kyoto University

  Kim Sunmin

  From 01 Apr. 2022, To 31 Mar. 2025, Granted

  洪水予測;降雨予測;機械学習

  https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-22K04332/
• Development of an ensemble data assimilation method to be introduced into a nation-wide distributed runoff model

  Grant-in-Aid for Scientific Research (B)

  Basic Section 22040:Hydroengineering-related

  Kyoto University

  立川 康人

  From 01 Apr. 2022, To 31 Mar. 2025, Granted

  洪水予測モデル;データ同化;リアルタイム予測;水災リスク;気候変動

  https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-22H01600/

Education

Teaching subject(s)

• From 01 Apr. 2022, To 31 Mar. 2023

  Water Resources Engineering

  3531, Fall, Faculty of Engineering, 2
• From 01 Apr. 2022, To 31 Mar. 2023

  Probabilistic and Statistical Analysis and Exercises

  3505, Spring, Faculty of Engineering, 2
• From 01 Apr. 2022, To 31 Mar. 2023

  Advanced Dynamics

  N211, Fall, Institute for Liberal Arts and Sciences, 2
• From 01 Apr. 2022, To 31 Mar. 2023

  Water Resources Engineering

  3032, Fall, Faculty of Engineering, 2
• From 01 Apr. 2022, To 31 Mar. 2023

  Physics of Wave and Oscillation

  N207, Spring, Institute for Liberal Arts and Sciences, 2
• From 01 Apr. 2022, To 31 Mar. 2023

  Advanced Scientific English-E3

  W237, Fall, Institute for Liberal Arts and Sciences, 2
• From 01 Apr. 2022, To 31 Mar. 2023

  Hydraulic Engineering for Infrastructure Development and Management

  F065, Fall, Graduate School of Engineering, 2
• From 01 Apr. 2022, To 31 Mar. 2023

  Scientific English IB (Technical Communication & Discussions)

  R353, Year-long, Institute for Liberal Arts and Sciences, 4
• From Apr. 2011, To Mar. 2012

  水文学基礎

  Spring, 工学部
• From Apr. 2012, To Mar. 2013

  Introduction to Advanced Material Science and Technology

  Spring, 工学研究科
• From Apr. 2012, To Mar. 2013

  Exercise in Practical Scientific English

  Spring, 工学研究科
• From Apr. 2012, To Mar. 2013

  Fundamentals of Hydrology

  Spring, 工学部
• From Apr. 2012, To Mar. 2013

  Inter-Engineering Project

  Fall, 工学研究科
• From Apr. 2014, To Mar. 2015

  Probabilistic and Statistical Analysis and Exercises

  Spring, 工学部
• From Apr. 2014, To Mar. 2015

  Physics of Wave and Oscillation

  Spring, 全学共通科目
• From Apr. 2014, To Mar. 2015

  Advanced Dynamics

  Fall, 全学共通科目
• From Apr. 2014, To Mar. 2015

  Scientific English IB (Technical Communication & Discussions)

  Year-long, 全学共通科目
• From Apr. 2014, To Mar. 2015

  Advanced Scientific English (Debate)

  Year-long, 全学共通科目
• From Apr. 2015, To Mar. 2016

  Advanced Dynamics

  Fall, 全学共通科目
• From Apr. 2015, To Mar. 2016

  Advanced Scientific English (Debate)

  Year-long, 全学共通科目
• From Apr. 2015, To Mar. 2016

  Physics of Wave and Oscillation

  Spring, 全学共通科目
• From Apr. 2015, To Mar. 2016

  Probabilistic and Statistical Analysis and Exercises

  Spring, 工学部
• From Apr. 2015, To Mar. 2016

  Scientific English IB (Technical Communication & Discussions)

  Year-long, 全学共通科目
• From Apr. 2016, To Mar. 2017

  Advanced Dynamics

  Fall, 全学共通科目
• From Apr. 2016, To Mar. 2017

  Advanced Scientific English (Debate)

  Year-long, 全学共通科目
• From Apr. 2016, To Mar. 2017

  Physics of Wave and Oscillation

  Spring, 全学共通科目
• From Apr. 2016, To Mar. 2017

  Probabilistic and Statistical Analysis and Exercises

  Spring, 工学部
• From Apr. 2016, To Mar. 2017

  Scientific English IB (Technical Communication & Discussions)

  Year-long, 全学共通科目
• From Apr. 2016, To Mar. 2017

  Water Resources Engineering

  Fall, 工学部
• From Apr. 2016, To Mar. 2017

  Water Resource Engineering

  Fall, 工学部
• From Apr. 2017, To Mar. 2018

  Advanced Dynamics

  Fall, 全学共通科目
• From Apr. 2017, To Mar. 2018

  Advanced Scientific English-E3

  Year-long, 全学共通科目
• From Apr. 2017, To Mar. 2018

  Physics of Wave and Oscillation

  Spring, 全学共通科目
• From Apr. 2017, To Mar. 2018

  Probabilistic and Statistical Analysis and Exercises

  Spring, 工学部
• From Apr. 2017, To Mar. 2018

  Scientific English IB (Technical Communication & Discussions)

  Year-long, 全学共通科目
• From Apr. 2017, To Mar. 2018

  Water Resources Engineering

  Fall, 工学部
• From Apr. 2017, To Mar. 2018

  Water Resource Engineering

  Fall, 工学部
• From Apr. 2018, To Mar. 2019

  Advanced Dynamics

  Fall, 全学共通科目
• From Apr. 2018, To Mar. 2019

  Advanced Scientific English-E3

  Year-long, 全学共通科目
• From Apr. 2018, To Mar. 2019

  Design for Infrastructure II

  Fall, 工学部
• From Apr. 2018, To Mar. 2019

  Physics of Wave and Oscillation

  Spring, 全学共通科目
• From Apr. 2018, To Mar. 2019

  Probabilistic and Statistical Analysis and Exercises

  Spring, 工学部
• From Apr. 2018, To Mar. 2019

  Scientific English IB (Technical Communication & Discussions)

  Year-long, 全学共通科目
• From Apr. 2018, To Mar. 2019

  Water Resources Engineering

  Fall, 工学部
• From Apr. 2018, To Mar. 2019

  Water Resource Engineering

  Fall, 工学部
• From Apr. 2019, To Mar. 2020

  Advanced Dynamics

  Fall, 全学共通科目
• From Apr. 2019, To Mar. 2020

  Advanced Scientific English-E3

  Year-long, 全学共通科目
• From Apr. 2019, To Mar. 2020

  Exercises in Infrastructure Design

  Spring, 工学部
• From Apr. 2019, To Mar. 2020

  Introduction to Global Engineering

  Spring, 工学部
• From Apr. 2019, To Mar. 2020

  Physics of Wave and Oscillation

  Spring, 全学共通科目
• From Apr. 2019, To Mar. 2020

  Probabilistic and Statistical Analysis and Exercises

  Spring, 工学部
• From Apr. 2019, To Mar. 2020

  Scientific English IB (Technical Communication & Discussions)

  Year-long, 全学共通科目
• From Apr. 2019, To Mar. 2020

  Water Resources Engineering

  Fall, 工学部
• From Apr. 2019, To Mar. 2020

  Hydraulic Engineering for Infrastructure Development and Management

  Fall, 工学研究科
• From Apr. 2019, To Mar. 2020

  Water Resource Engineering

  Fall, 工学部
• From Apr. 2020, To Mar. 2021

  Advanced Dynamics

  Fall, 全学共通科目
• From Apr. 2020, To Mar. 2021

  Advanced Scientific English-E3 (Debate)

  Year-long, 全学共通科目
• From Apr. 2020, To Mar. 2021

  Physics of Wave and Oscillation

  Spring, 全学共通科目
• From Apr. 2020, To Mar. 2021

  Probabilistic and Statistical Analysis and Exercises

  Spring, 工学部
• From Apr. 2020, To Mar. 2021

  Scientific English IB (Technical Communication & Discussions)

  Year-long, 全学共通科目
• From Apr. 2020, To Mar. 2021

  Water Resources Engineering

  Fall, 工学部
• From Apr. 2020, To Mar. 2021

  Hydraulic Engineering for Infrastructure Development and Management

  Fall, 工学研究科
• From Apr. 2020, To Mar. 2021

  Water Resources Engineering

  Fall, 工学部
• From Apr. 2021, To Mar. 2022

  Advanced Dynamics

  Fall, 全学共通科目
• From Apr. 2021, To Mar. 2022

  Advanced Scientific English-E3 (Debate)

  Fall, 全学共通科目
• From Apr. 2021, To Mar. 2022

  Physics of Wave and Oscillation

  Spring, 全学共通科目
• From Apr. 2021, To Mar. 2022

  Probabilistic and Statistical Analysis and Exercises

  Spring, 工学部
• From Apr. 2021, To Mar. 2022

  Scientific English IB (Technical Communication & Discussions)

  Year-long, 全学共通科目
• From Apr. 2021, To Mar. 2022

  Water Resources Engineering

  Fall, 工学部
• From Apr. 2021, To Mar. 2022

  Hydraulic Engineering for Infrastructure Development and Management

  Fall, 工学研究科
• From Apr. 2021, To Mar. 2022

  Water Resources Engineering

  Fall, 工学部

Participation in PhD Defense

• Development and applications of a distributed hydrological model for water resources assessment at the Chao Phraya River Basin under a changing climate(チャオプラヤ川流域を対象とした分布型水文モデルの開発と気候変動下での水資源評価への適用)

  WICHAKUL, SUPATTANA, Sub-chief Examiner

  24 Sep. 2014
• Ensemble Flood Forecasting using High-Resolution Ensemble Numerical Weather Prediction with Radar Based Prediction Considering Rainfall Forecast Uncertainty(降雨予測の不確実性を考慮に入れた高解像度数値予報とレーダー予測を用いたアンサンブル洪水予測)

  YU, WANSIK, Sub-chief Examiner

  24 Sep. 2014
• INTEGRATED ASSESSMENT OF CLIMATE CHANGE AND HUMAN ACTIVITIES IMPACTS ON WATER RESOURCES AND QUALITY(気候変動と人間活動による水資源と水質への影響の総合的評価に関する研究)

  段　偉利, Sub-chief Examiner

  24 Sep. 2014
• Assessment of river discharge changes in the Indochina Peninsula region under a changing climate(地球温暖化時のインドシナ半島における河川流量の変動評価)

  DUONG DUC TOAN, Sub-chief Examiner

  23 Jan. 2015
• 降雨現象の階層構造を考慮した短時間降雨予測手法および予測誤差推定に基づいた大雨予測情報提供方法の開発

  高田　望, Sub-chief Examiner

  23 Jan. 2015
• Ｘバンド偏波レーダによる積乱雲の構造解析を基礎にした降水セルのライフステージ判別と局地的豪雨予測手法の開発に関する研究

  増田　有俊, Sub-chief Examiner

  23 Mar. 2016
• Impact of climate change on reservoir water storage and operation of large scale dams in Thailand(気候変動がタイの大ダムにおける貯水量と貯水池操作に与える影響について)

  MANEE DONPAPOB, Sub-chief Examiner

  23 Sep. 2016
• Analyzing Uncertainty in Probable Maximum Precipitation Estimation using the Moisture Maximization Method(湿度の最大化手法による可能最大降水量推定の不確実性分析)

  KIM YOUNGKYU, Sub-chief Examiner

  23 Mar. 2021

Administration

Faculty management (title, position)

• From 01 Apr. 2013, To 31 Mar. 2014

  防災研究所国際交流専門委員会
• From 01 Apr. 2013, To 31 Mar. 2014

  防災研究所産官学連携推進専門委員会