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Development of downscaling technique of global hydrological predicted data and reduction of uncertanty of prediction

Research Project

Project/Area Number 16360250
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field 水工水理学
Research InstitutionMie University

Principal Investigator

KUZUHA Yasuhisa  Mie University, Graduate School of Bioresources, Professor, 大学院生物資源学研究科, 教授 (50373220)

Co-Investigator(Kenkyū-buntansha) KOMATSU Yosuke  Rissho University, Geo-Environmental Science, Senior Lecturer, 地球環境科学部, 講師 (90386516)
KISHII Tokuo  Kanazawa Institute of Technology, College of Environmental Engineering and Architecture, Professor, 環境建築学部, 教授 (30360374)
SHO Kenjiro  Nagoya Institute of Technology, Graduate School of Engineering, Lecturer, システムマネジメント工学科, 助手 (40283478)
IIZUKA Satoshi  National Research Institute for Earth Science and Disaster Prevention, Storm, Flood, and Landsilide Research Department, Senior Researcher, 総合防災研究部門, 主任研究員 (40414403)
NAKAGAWA Katsuhiro  National Institute of Information and Communieation Technology, Okinawa Subtropical Environment Remote Sensing Center, Senior Researcher, 沖縄亜熱帯計測技術センター, 主任研究員 (80359009)
友杉 邦雄  京都大学, 防災研究所, 助教授 (50027265)
Project Period (FY) 2004 – 2006
Project Status Completed (Fiscal Year 2006)
Budget Amount *help
¥12,600,000 (Direct Cost: ¥12,600,000)
Fiscal Year 2006: ¥2,600,000 (Direct Cost: ¥2,600,000)
Fiscal Year 2005: ¥2,900,000 (Direct Cost: ¥2,900,000)
Fiscal Year 2004: ¥7,100,000 (Direct Cost: ¥7,100,000)
KeywordsPUB / Stochastic model / Regional Flood Frequency Analysis / Scaling / Uncertainty / goodness-of-fit / IDF curve / Downscaling / 確率降水量 / PUB(未観測域での水文予測) / 頻度解析 / スケールダウン / 地域洪水頻度解析 / ランダムカスケード / 気象・水文予測 / 水文観測 / 歴史洪水 / リモートセンシング
Research Abstract

The main objectives of this project are as follows;
(1) Development of prediction technique by which one can predict meteorological and hydrological data in ungauged or poorly-gauged basins (PUB).
(2) Development of method for reduction of various kind of uncertainty in terms of prediction.
As for (1), we tried to downscale relatively (spatially / temporally) coarse data to more fine data. 'Regional flood frequency analysis' is appropriate for the downscaling. Moreover, application of scaling is also effective. These techniques are included in so-cold 'statistical analyses'. We tried to use MM5 (meso-scale meteorological program) and found that combination of statistical analysis and meteorological program is more effective (unpublished). Moreover, we developed new method by which goodness-of-fit is evaluated when IDF curve is obtained, namely, when one evaluate which stochastic distribution is appropriate for hydrological data.
As for (2), we constructed new observation station in Kanto district. However, we have not finished analysis of these data at the stage.
Moreover, we obtained a lot of results on scaling by which one can downscale spatially coarse data. Especially, we constructed new rainfall-runoff model and obtained new result on scaling by using the model. Scaling is potential appropriate method for PUB.

Report

(4 results)
  • 2006 Annual Research Report   Final Research Report Summary
  • 2005 Annual Research Report
  • 2004 Annual Research Report
  • Research Products

    (31 results)

All 2007 2006 2005 2004

All Journal Article (31 results)

  • [Journal Article] 九州中東部でのIDFカーブの作成と2005年台風14号による豪雨の統計的評価2007

    • Author(s)
      葛葉泰久
    • Journal Title

      自然災害科学 Vol25, No. 4

      Pages: 525-540

    • NAID

      110006223733

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] 400MHz帯ウィンドプロファイラおよびCOBRAを用いた融解層上層の粒径分布推定手法の開発2007

    • Author(s)
      北村 康司, 中川 勝広, 関澤 信也, 花土 弘, 高橋 暢宏, 井口 俊夫
    • Journal Title

      水工学論文集 第51巻

      Pages: 349-354

    • NAID

      130003842468

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Annual Research Report 2006 Final Research Report Summary
  • [Journal Article] 最新Cバンド偏波レーダを用いた降水量推定精度の検証2007

    • Author(s)
      中北英一, 竹畑栄伸, 中川勝広
    • Journal Title

      水工学論文集 51

      Pages: 325-330

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] 九州中東部でのIDFカーブの作成と2005年台風14号による豪雨の統計的評価2007

    • Author(s)
      葛葉泰久
    • Journal Title

      自然災害科学 25, 4

      Pages: 525-540

    • NAID

      110006223733

    • Related Report
      2006 Annual Research Report
  • [Journal Article] ROLE OF SPATIAL VARIABILITY OF RAINFALL INTENSITY : IMPROVEMENT OF EAGLESON' S CLASSICAL MODEL TO EXPLAIN THE RELATION OF CV OF ANNUAL MAXIMUM DISCHARGE AND CATCHMENT SIZE2006

    • Author(s)
      Kuzuha, Y., M.Sivalpalan, K.Tomosugi, T.Kishii, Y.Komatsu
    • Journal Title

      Hydrological Processes 20(6)

      Pages: 1335-1346

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] 2004年台風21号と前線による豪雨災害2006

    • Author(s)
      葛葉泰久, 沼本晋也, サンガ, ンゴイ, カザディ, 福山薫
    • Journal Title

      自然災害科学 24(4)

      Pages: 409-421

    • NAID

      110004702803

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] 気候統一シナリオによる日本の水文・気象環境の将来予測2006

    • Author(s)
      葛葉泰久, SANGA-NGOIE Kazadi
    • Journal Title

      水工学論文集 50

      Pages: 211-216

    • NAID

      130004043833

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary 2005 Annual Research Report
  • [Journal Article] 400MHz帯ウィンドプロファイラを用いた融解層より上層における粒径分布の推定手法の開発2006

    • Author(s)
      北村康司, 中川勝広, 関澤信也, 花土弘, 高橋暢宏, 井口俊夫
    • Journal Title

      水工学論文集 50

      Pages: 439-444

    • NAID

      130003842296

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary 2005 Annual Research Report
  • [Journal Article] Rainfall Estimation from C-Band Polarimetric Radar in Okinawa, Japan : Comparison with 2D-Video Disdrometer and 400 MHz Wind Profiler2006

    • Author(s)
      V.N.Brinig, M.Thurai, K.Nakagawa, G.J.Huang, T.Kobayashi.A.Adachi, H.Hanado, S.Sekizawa
    • Journal Title

      Journal of Meteorological Society of Japan Vol.84, No. 4

      Pages: 705-724

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Impact of ENSO on landfall characteristics of tropical cyclones over the western North Pacific during the summer monsoon season2006

    • Author(s)
      H.Fudeyasu, S.Iizuka, T.Matsuura
    • Journal Title

      Geophysical Research Letter Vol. 33

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Annual Research Report 2006 Final Research Report Summary
  • [Journal Article] 最新型二偏波ドップラーレーダーを用いた降水量推定精度の向上2006

    • Author(s)
      中北英一, 竹畑栄伸, 中川勝広
    • Journal Title

      京都大学防災研究所年報 No. 49 B

      Pages: 533-542

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] ROLE OF SPATIAL VARIABILITY OF RAINFALL INTENSITY : IMPROVEMENT OF EAGLESON' S CLASSICAL MODEL TO EXPLAIN THE RELATION OF CV OF ANNUAL MAXIMUM DISCHARGE AND CATCHMENT SIZE2006

    • Author(s)
      Kuzuha, Y., M.S i valpal an, K.Tomosugi, T.Kishi i, Y.Komatsu
    • Journal Title

      Hydrological Processes 20 (6)

      Pages: 1335-1346

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Rainfall Estimation from C-Band Polarimetric Radar in Okinawa, Japan : Comparison with 2D-Video Disdrometer and 400 MHz Wind Profiler2006

    • Author(s)
      V.N.Br inig, M.Thurai, K.Nakagawa, G.J.Huang, T.Kobayashi.A.Adachi, H.Hanado, S.Sekizawa
    • Journal Title

      Journal of Meteorological Society of Japan 84(4)

      Pages: 705-724

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Impact of ENSO on landfall characteristics of tropical cyclones over the western North Pacific during the summer monsoon season2006

    • Author(s)
      H.Fudeyasu, S.Iizuka, T.Matsuura
    • Journal Title

      Geophysical Research Letter 33

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Rainfall Estimation from C-Band Polarimetric Radar in Okinawa, Japan : Comparison with 2D-Video Disdrometer and 400 MHz Wind Profiler2006

    • Author(s)
      V.N.Brinig, M.Thurai, k.Nakagawa, G.J.Huang, T.Kobayashi, A.Adachi, H.Hanado, S.Sekizawa
    • Journal Title

      Journal of Meteorological Society of Japan Vol. 84, No. 4

      Pages: 705-724

    • Related Report
      2006 Annual Research Report
  • [Journal Article] 最新型二偏波ドップラーレーダーを用いた降水量推定精度の向上2006

    • Author(s)
      中北英一, 竹畑栄伸, 中川勝広
    • Journal Title

      京都大学防災研究所年報 No. 49B

    • Related Report
      2006 Annual Research Report
  • [Journal Article] ROLE OF SPATIAL VARIABILITY OF RAINFALL INTENSITY : IMPROVEMENT OF EAGLESON'S CLASSICAL MODEL TO EXPLAIN THE RELATION OF CV OF ANNUAL MAXIMUM DISCHARGE AND CATCHMENT SIZE2006

    • Author(s)
      Kuzuha, Y., M.Sivalpalan, K.Tomosugi, T.Kishii
    • Journal Title

      Hydrological Processes 20(6)

      Pages: 1335-1346

    • Related Report
      2005 Annual Research Report
  • [Journal Article] 2004年台風21号と前線による豪雨災害2006

    • Author(s)
      葛葉泰久, 沼本晋也, サンガ・ンゴイ・カザディ, 福山薫
    • Journal Title

      自然災害科学 24(4)

      Pages: 409-421

    • NAID

      110004702803

    • Related Report
      2005 Annual Research Report
  • [Journal Article] 地域洪水頻度解析・スケーリングとPUB2005

    • Author(s)
      葛葉 泰久, 小松 陽介, 友杉 邦雄, 岸井 徳雄
    • Journal Title

      水文・水資源学会誌 18-4

      Pages: 441-458

    • NAID

      10016630024

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] 地域洪水頻度解析と洪水災害予測 : 石狩川流域のスケーリングと洪水氾濫図2005

    • Author(s)
      葛葉 泰久, 岸井 徳雄, 小松 陽介, 友杉 邦雄
    • Journal Title

      水文・水資源学会誌 18-5

      Pages: 557-574

    • NAID

      130004846222

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] 沖縄偏波降雨レーダ(COBRA)を用いた降雨の鉛直構造特性に関する研究2005

    • Author(s)
      中川 勝広, 北村 康司, 花土 弘, 高橋 暢宏, 井口 俊夫
    • Journal Title

      水工学論文集 49

      Pages: 277-282

    • NAID

      130003842128

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary 2004 Annual Research Report
  • [Journal Article] Nino3 海域の海面水温変動と東京における豪雨発生2005

    • Author(s)
      東博紀, 飯塚聡, 松浦知徳
    • Journal Title

      水工学論文集 49

      Pages: 25-30

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] 大気海洋結合モデルにおけるENSOと台風発生との関係2005

    • Author(s)
      飯塚聡, 松浦知徳, 藤田貢崇, 筆保弘徳
    • Journal Title

      月刊海洋 号外 No. 42

      Pages: 20-29

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Application of historical flood information to probability quantile estimation for Lake Biwa2005

    • Author(s)
      Sho, K., A.Tominaga
    • Journal Title

      Journal of hydroscience and Hydraulic Engineering 23-1

      Pages: 87-95

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] 葛地域洪水頻度解析・スケーリングとPUB2005

    • Author(s)
      葛葉泰久, 小松陽介, 友杉邦雄, 岸井徳雄
    • Journal Title

      水文・水資源学会誌 18(4)

      Pages: 441-458

    • Related Report
      2005 Annual Research Report
  • [Journal Article] 地域洪水頻度解析と洪水災害予測:石狩川流域のスケーリングと洪水氾濫図2005

    • Author(s)
      葛葉泰久, 岸井徳雄, 小松陽介, 友杉邦雄
    • Journal Title

      水文・水資源学会誌 18(5)

      Pages: 557-574

    • NAID

      130004846222

    • Related Report
      2005 Annual Research Report
  • [Journal Article] 地域洪水頻度解析・スケーリングとPUB2005

    • Author(s)
      葛葉 泰久, 小松 陽介, 友杉 邦雄, 岸井 徳雄
    • Journal Title

      水文・水資源学会誌 18-4(未定)

    • NAID

      10016630024

    • Related Report
      2004 Annual Research Report
  • [Journal Article] 地域洪水頻度解析と洪水災害予測:石狩川流域のスケーリングと洪水氾濫図2005

    • Author(s)
      葛葉 泰久, 岸井 徳雄, 小松 陽介, 友杉 邦雄
    • Journal Title

      水文・水資源学会誌 未定(受理)

    • NAID

      130004846222

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Application of historical flood information to probability quantile estimation for Lake Biwa2005

    • Author(s)
      Sho, K., A.Tominaga
    • Journal Title

      Journal of hydroscience and Hydraulic Engineering 23-1(未定)

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Analysis of multifractal properties of temporal and spatial precipitation data in Japan2004

    • Author(s)
      Kuzuha, Y., T.M.Over, K.Tomosugi, T.Kishii
    • Journal Title

      Journal of hydroscience and Hydraulic Engineering 22-2

      Pages: 59-78

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary 2004 Annual Research Report
  • [Journal Article] Analysis of mul tifractal properties of temporal and spatial precipitation data in Japan2004

    • Author(s)
      Kuzuha, Y., T.M.Over, K.Tomosugi, T.Kishii
    • Journal Title

      Journal of hydroscience and Hydraulic Engineering 22-2

      Pages: 59-78

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary

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Published: 2004-04-01   Modified: 2016-04-21  

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