Development of storm surge prediction model along the Sanin coasts using the projection data of present and future climates

2013 Fiscal Year Final Research Report

• Project/Area Number: 23760464
• Research Category: Grant-in-Aid for Young Scientists (B)
• Allocation Type: Multi-year Fund
• Research Field: Hydraulic engineering
• Research Institution: Tottori University
• Principal Investigator: KIM Soo Youl 鳥取大学, 工学(系)研究科(研究院), 助教 (60508696)
• Project Period (FY): 2011 – 2013
• Keywords: 高潮 / ニューラルネットワーク / 予測システム

Research Abstract

Mechanism of the after-runner storm surge along the Sanin coasts is diagnosed using a coupled model of tide, surge and waves. In addition, the surge prediction system is developed using an artificial neural network based on calculated data of historical typhoons and projected data of present and future climates.

Research Products

• [Journal Article] Evaluation of Future Storm Surge Risk in East Asia based on State-of-the-art Climate Change Projection (2014)
  • Author(s): Tomohiro Yasuda, Sota Nakajo, SooYoul Kim, Hajime Mase, Nobuhito Mori and Kevin Horsburgh
  • Journal Title: Coastal Engineering Volume: Vol. 83 Pages: 65-71
  • Peer Reviewed
• [Journal Article] 高潮・波浪結合モデルを用いた2013年台風30号(Haiyan)の高潮・波浪推算 (2014)
  • Author(s): 金洙列・森信人・澁谷容子・安田誠宏・間瀬肇
  • Journal Title: 土木学会論文集B2(海岸工学) Volume: (印刷中)
  • Peer Reviewed
• [Journal Article] Evaluation of storm surges around Korean Peninsula in present and future climates (2014)
  • Author(s): Kim, S.Y., Oh, J.H., Suh, K.D., Yasuda, T., and Mase, H
  • Journal Title: ICCE 2014 Volume: (印刷中)
  • Peer Reviewed
• [Journal Article] ニューラルネットワークを用いたりアルタイム高潮予測における学習パラメータの感度分析に関する研究 (2013)
  • Author(s): 金洙列・塩崎信一・松見吉晴・玉井和久・福岡宏人
  • Journal Title: 土木学会論文集B2(海岸工学) Volume: Vol. 69 Pages: I246-I250
  • Peer Reviewed
• [Journal Article] 中緯度の気象解析に対するWRFのパフォーマンス解析—惑星境界層スキームと雲物理モテルの影響— (2013)
  • Author(s): 金洙列・松浦智典・松見吉晴・玉井和久・安田誠宏・Tracey H. Tom・間瀬肇
  • Journal Title: 土木学会論文集B2(海岸工学) Volume: Vol. 69 Pages: I516-I520
  • Peer Reviewed
• [Journal Article] Sensitivity study of real time storm surge forecast system to meteorological and hydrodynamic fields along the Sanin Coast Japan (2013)
  • Author(s): Soo Youl Kim, Shinichi Shiozaki, Yoshiharu Matsumi
  • Journal Title: Proc. Of 7^<th> Int. Conf. on Asian and Pacific Coasts Pages: 555-560
  • Peer Reviewed
• [Journal Article] Sensitivity Analysis of Typhoon-induced Meteorological Fields along the Sanin Coast of Japan by WRF Parameter Settings (2013)
  • Author(s): Soo Youl Kim, Tomonori Matsuur and Yoshiharu Matsumi, Tracey H. A. Tom, Tomohiro YASUDA and Hajime Mase
  • Journal Title: Proc. Int. Offshore and Polar Eng. Conf Pages: 1027-1032
  • Peer Reviewed
• [Journal Article] 山陰沿岸気象予測へのメソ気象モデルWRFのパラメータ感度分析に関する研究 (2012)
  • Author(s): 金洙列・松浦智典・松見吉晴・Tracey H. Tom・安田誠宏・間瀬肇・西野博史
  • Journal Title: 土木学会論文集B2(海岸工学) Volume: Vol. 68 Pages: I1236-I1240
  • Peer Reviewed
• [Journal Article] A study of a real-time storm surge forecast system using a neural network at the Sanin Coast Japan (2012)
  • Author(s): Soo Youl Kim, Shinichi Shiozaki, Yoshiharu Matsumi, Takao Ota
  • Journal Title: OCEANS'12 MTS/IEEE
  • Peer Reviewed
• [Journal Article] Consideration on Handling of Open Boundary Conditions in a Storm Surge Prediction Model (2012)
  • Author(s): Soo Youl Kim, Yoshiharu Matsumi, Tomohiro Yasuda, Hajime Mase
  • Journal Title: Proc. Int. Offshore and Polar Eng. Conf Pages: 1508-1514
  • Peer Reviewed
• [Journal Article] 気候変動予測実験出力を直接用いた高潮リスクの評価 (2011)
  • Author(s): 安田誠宏・中條壮大・金洙列・森信人・間瀬肇・KevinHorsburgh
  • Journal Title: 土木学会論文集B2(海岸工学) Volume: Vol.67 Pages: I1175-I1175
  • Peer Reviewed
• [Journal Article] Optimum open boundary conditions for coupled numerical model of tide, surge and wave (2011)
  • Author(s): Soo Youl Kim, Yoshiharu Matsumi, Tomohiro Yasuda, Hajime Mase
  • Journal Title: Proc. Of 6^<th> Int. Conf. on Asian and Pacific Coasts Pages: 1303-1312
  • Peer Reviewed
• [Journal Article] Effects of Coriolis Force on Storm Surge along West Coast of Japan Sea (2011)
  • Author(s): Soo Youl Kim, Yoshiharu Matsumi, Tomohiro Yasuda, Hajime Mase
  • Journal Title: Proc. Int. Offshore and Polar Eng. Conf Pages: 414-421
  • Peer Reviewed
• [Presentation] 高潮・波浪結合モデルを用いた2013年台風30号(Haiyan)の高潮・波浪推算 (2014)
  • Author(s): 金洙列・森信人・澁谷容子・安田誠宏・間瀬肇
  • Organizer: 第60回海岸工学講演会
  • Place of Presentation: 名古屋市・ウィンクあいち
  • Year and Date: 20141112-14
• [Presentation] Development of real time storm surge forecasting using artificial neural network (2014)
  • Author(s): S. Y., Kim, Matsumi, Y., H., Mase, N. Mori, and Yasuda, T
  • Organizer: The 11th International Conference on Hydroscience and Engineering
  • Place of Presentation: Hamburg, Germany
  • Year and Date: 20140928-1002
• [Presentation] Impact assessment of storm surge and inundation with sensitivity of future tropical cyclone changes (2014)
  • Author(s): Shibutani, Y., S.Y., Kim, T., Yasuda, N., Mori and H., Mase
  • Organizer: The 11th Annual Meeting Asia Oceania Geosciences Society
  • Place of Presentation: Sapporo
  • Year and Date: 20140728-0801
• [Presentation] Evaluation of storm surges around Korean Peninsula in present and future climates (2014)
  • Author(s): Kim, S.Y., Oh, J.H., Suh, K.D., Yasuda, T., and Mase, H
  • Organizer: ICCE 2014
  • Place of Presentation: Seoul, Korea
  • Year and Date: 20140615-20
• [Presentation] ニューラルネットワークを用いたりアルタイム高潮予測における学習パラメータの感度分析に関する研究 (2013)
  • Author(s): 金洙列・塩崎信一・松見吉晴・玉井和久・福岡宏人
  • Organizer: 第60回海岸工学講演会
  • Place of Presentation: 福岡市・九州大学
  • Year and Date: 20131113-15
• [Presentation] Sensitivity Analysis of Typhoon-induced Meteorological Fields along the Sanin Coast of Japan by WRF Parameter Settings (2013)
  • Author(s): Soo Youl Kim, Tomonori Matsuur and Yoshiharu Matsumi, Tracey H. A. Tom, Tomohiro YASUDA and Hajime Mase
  • Organizer: Proc. Int. Offshore and Polar Eng. Conf
  • Place of Presentation: Anchorage, Alaska, USA
  • Year and Date: 20130630-0705
• [Presentation] 山陰沿岸気象予測へのメソ気象モデルWRFのパラメータ感度分析に関する研究 (2012)
  • Author(s): 金洙列・松浦智典・松見吉晴・Tracey H. Tom・安田誠宏・間瀬肇・西野博史
  • Organizer: 第59回海岸工学講演会
  • Place of Presentation: 広島市・広島国際会議場
  • Year and Date: 20121114-16
• [Presentation] Consideration on Handling of Open Boundary Conditions in a Storm Surge Prediction Model (2012)
  • Author(s): Soo Youl Kim, Yoshiharu Matsumi, Tomohiro Yasuda, Hajime Mase
  • Organizer: Proc. Int. Offshore and Polar Eng. Conf
  • Place of Presentation: Rhodes, Greece
  • Year and Date: 20120617-22