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Quantitative Precipitation Estimation by Real-Time Estimation of Drop Size Distribution Using Polarimetric Radar

Research Project

Project/Area Number 23686072
Research Category

Grant-in-Aid for Young Scientists (A)

Allocation TypeSingle-year Grants
Research Field Hydraulic engineering
Research InstitutionKyoto University

Principal Investigator

YAMAGUCHI Kosei  京都大学, 防災研究所, 特定助教 (90551383)

Project Period (FY) 2011-04-01 – 2014-03-31
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥20,930,000 (Direct Cost: ¥16,100,000、Indirect Cost: ¥4,830,000)
Fiscal Year 2013: ¥2,730,000 (Direct Cost: ¥2,100,000、Indirect Cost: ¥630,000)
Fiscal Year 2012: ¥8,580,000 (Direct Cost: ¥6,600,000、Indirect Cost: ¥1,980,000)
Fiscal Year 2011: ¥9,620,000 (Direct Cost: ¥7,400,000、Indirect Cost: ¥2,220,000)
Keywords偏波レーダー / 雨滴粒径分布 / 降水量推定 / 水文気象 / 自然災害
Research Abstract

In Japan, X-band polarimetric weather radar network is currently-operated. Polarimetric radar has an advantage over conventional non-polarimetric systems since they measure raindrop-shape-related parameters. In this study, a retrieval methodology of raindrop size distribution (DSD) is used to improve accuracy of quantitative precipitation estimation (QPE). After the accuracy of retrieved DSD is checked through a rain gauge on surface, 3-D drop size distribution of cumulonimbus is retrieved from X-band polarimetric radar. Next, a raindrop evolution model is used to estimate DSD at ground level. The model is used to lessen the gap of rainfall rate between radar observation height and ground level. Grown rate of DSD at ground level is given to rainfall rate estimating algorithm.

Report

(4 results)
  • 2013 Annual Research Report   Final Research Report ( PDF )
  • 2012 Annual Research Report
  • 2011 Annual Research Report
  • Research Products

    (37 results)

All 2014 2013 2012 2011 Other

All Journal Article (13 results) (of which Peer Reviewed: 7 results) Presentation (24 results) (of which Invited: 1 results)

  • [Journal Article] Xバンド偏波レーダーを用いて推定した雨滴粒径分布の時空間構造2014

    • Author(s)
      山口弘誠,金原知穂,中北英一
    • Journal Title

      京都大学防災研究所年報

      Volume: 第57号B Pages: 14-14

    • NAID

      120005567935

    • URL

      http://www.dpri.kyoto-u.ac.jp/nenpo/no57/content_menu.htm#Btop

    • Related Report
      2013 Final Research Report
  • [Journal Article] Xバンド偏波レーダーを用いて推定した雨滴粒径分布の時空間構造2014

    • Author(s)
      山口弘誠, 金原知穂, 中北英一
    • Journal Title

      京都大学防災研究所年報

      Volume: 第57号B

    • NAID

      120005567935

    • Related Report
      2013 Annual Research Report
  • [Journal Article] Accuracy Improvement of Flood Forecasting Using Pre-processing of Ensemble Numerical Weather Prediction Rainfall Fields2014

    • Author(s)
      Wansik Yu, Eiichi Nakakita, Sunmin Kim, Kosei Yamaguchi
    • Journal Title

      Journal of Japan Society of Civil Engineers, Ser. B1 (Hydraulic Engineering)

      Volume: Vol.70

    • NAID

      130005070115

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Graupel in the different developing stages of Baiu monsoon clouds observed by videosondes2014

    • Author(s)
      Suzuki, Kenji, Midori Matsuo, Eri Nakano, Shunsuke Shigeto, Kosei Yamaguchi, Eiichi Nakakita
    • Journal Title

      Atmospheric Research

      Volume: 142 Pages: 100-110

    • DOI

      10.1016/j.atmosres.2013.09.020

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] AN EVALUATION ON CAPUTURE RATIO OF GOURND RAINGAUGE DATA BY A DEVELOPMENT OF THE 9 M2 HUGE RAIN-GAUGE2013

    • Author(s)
      山口弘誠,中北英一,野中理伸
    • Journal Title

      Journal of Japan Society of Civil Engineers, Ser. B1 (Hydraulic Engineering)

      Volume: 69 Issue: 4 Pages: I_307-I_312

    • DOI

      10.2208/jscejhe.69.I_307

    • NAID

      130004558272

    • ISSN
      2185-467X
    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] 偏波レーダーから推定した定性的降水粒子情報の雲アンサンブル同化2013

    • Author(s)
      山口弘誠・古田康平・中北英一
    • Journal Title

      京都大学防災研究所年報

      Volume: 第56号B Pages: 369-378

    • NAID

      120005373029

    • Related Report
      2013 Annual Research Report
  • [Journal Article] 9m2巨大雨量計の開発による地上雨量計の捕捉率の評価2013

    • Author(s)
      山口弘誠, 中北英一, 野中理伸
    • Journal Title

      土木学会論文集B1(水工学)

      Volume: 第69巻4号

    • NAID

      130004558272

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] ドップラー風速を用いたゲリラ豪雨のタマゴの危険性予知に関する研究2013

    • Author(s)
      中北英一, 西脇隆太, 山邊洋之, 山口弘誠
    • Journal Title

      土木学会論文集B1(水工学)

      Volume: 第69巻4号

    • NAID

      120004945188

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] DEVELOPING SPACE-TIME STRUCTURE OF RAINDROP SIZE DISTRIBUTION AND QPE METHOD FROM NEW DSD RETRIEVING METHOD USING X-BAND POLARIMETRIC RADAR2012

    • Author(s)
      山口弘誠,金原知穂,中北英一
    • Journal Title

      Journal of Japan Society of Civil Engineers, Ser. B1 (Hydraulic Engineering)

      Volume: 68 Issue: 4 Pages: I_367-I_372

    • DOI

      10.2208/jscejhe.68.I_367

    • NAID

      130004557980

    • ISSN
      2185-467X
    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Xバンド偏波レーダーを用いた強雨時の雨滴粒径分布の推定2012

    • Author(s)
      山口弘誠・金原知穂・中北英一
    • Journal Title

      第6回MUレーダー・赤道大気レーダーシンポジウム講演集

      Volume: 第6号 Pages: 78-81

    • Related Report
      2012 Annual Research Report
  • [Journal Article] Xバンド偏波レーダーを用いた雨滴粒径分布とその時空間構造及び降水量の推定手法の開発2012

    • Author(s)
      山口弘誠・金原知穂・中北英一
    • Journal Title

      土木学会論文集B1(水工学)

      Volume: 68 Pages: 367-372

    • NAID

      130004557980

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Xバンド偏波レーダーによる雨滴粒径分布の時空間構造の推定と非偏波レーダーへの利用2012

    • Author(s)
      中北英一・金原知穂・山口弘誠
    • Journal Title

      京都大学防災研究所年報

      Volume: 53 Pages: 397-410

    • NAID

      120003551093

    • Related Report
      2011 Annual Research Report
  • [Journal Article] 水蒸気量の鉛直分布のデータ同化による降水予測精度へのインパクト評価2011

    • Author(s)
      山口弘誠・中北英一・古本淳一
    • Journal Title

      京都大学防災研究所年報

      Volume: 53 Pages: 375-380

    • NAID

      130004628326

    • Related Report
      2011 Annual Research Report
  • [Presentation] 豪雨の「種」を捉えるための京阪神観測および都市気象モデルの開発2014

    • Author(s)
      山口弘誠, 中北英一
    • Organizer
      日本地球惑星科学連合2014年大会
    • Place of Presentation
      パシフィコ横浜, 横浜市
    • Related Report
      2013 Annual Research Report
  • [Presentation] 都市気象LESモデルの開発による豪雨の「種」を捉えるための基礎研究2014

    • Author(s)
      山口弘誠, 高見和弥, 中北英一
    • Organizer
      平成25年度京都大学防災研究所研究発表講演会
    • Place of Presentation
      京都大学宇治キャンパス, 京都府宇治市
    • Related Report
      2013 Annual Research Report
  • [Presentation] Data Assimilation of Ice-Water Mixing Ratios Estimated from Polarimetric Radar Observation2014

    • Author(s)
      Kosei Yamaguchi, Kohei Furuta, and Eiichi Nakakita
    • Organizer
      The 9th International Symposium on Weather Radar and Hydrology
    • Place of Presentation
      Bechtel Conference Center, Reston, Virginia, USA
    • Related Report
      2013 Annual Research Report
  • [Presentation] 最新型偏波レーダー等とビデオゾンデを用いた豪雨の観測実験と予測2013

    • Author(s)
      山口弘誠,中北英一
    • Organizer
      平成25年度気象予報士会関西支部総会特別講演
    • Place of Presentation
      大阪市立阿倍野市民学習センター,大阪市
    • Year and Date
      2013-06-30
    • Related Report
      2013 Final Research Report
  • [Presentation] 偏波レーダーから推定した氷粒子混合比の雲アンサンブル同化手法の開発による豪雨予測2013

    • Author(s)
      山口弘誠, 古田康平, 中北英一
    • Organizer
      水文・水資源学会2013年度総会・研究発表会
    • Place of Presentation
      神戸大学, 神戸市
    • Related Report
      2013 Annual Research Report
  • [Presentation] Quantitative Precipitation Forecast by Ensemble Data Assimilation of Polarimetric Radar Observation2013

    • Author(s)
      Kosei Yamaguchi, Kohei Furuta, and Eiichi Nakakita
    • Organizer
      GCOE-ARS Final Symposium
    • Place of Presentation
      Uji Campus, Kyoto University
    • Related Report
      2013 Annual Research Report
  • [Presentation] 偏波レーダーから推定した定性的降水粒子情報の雲アンサンブル同化2013

    • Author(s)
      山口弘誠, 古田康平, 中北英一
    • Organizer
      平成24年度京都大学防災研究所研究発表講演会
    • Place of Presentation
      京都大学宇治キャンパス, 京都府宇治市
    • Related Report
      2012 Annual Research Report
  • [Presentation] 9m2巨大雨量計の開発による地上雨量計の捕捉率の評価2013

    • Author(s)
      山口弘誠, 中北英一, 野中理伸
    • Organizer
      第57回土木学会水工学講演会
    • Place of Presentation
      名城大学天白キャンパス, 名古屋市
    • Related Report
      2012 Annual Research Report
  • [Presentation] 10m2雨量計の開発による転倒マス雨量計における捕捉率の評価2012

    • Author(s)
      山口弘誠,中北英一,野中理伸
    • Organizer
      水資源学会2012年度研究発表会
    • Place of Presentation
      広島市西区民文化センター,広島県広島市
    • Related Report
      2013 Final Research Report
  • [Presentation] Estimation of Space-Time Structure of Raindrop Size Distribution at Heavy Rainfall2012

    • Author(s)
      Kosei Yamaguchi, Chiho Kimpara, and Eiichi Nakakita
    • Organizer
      International Symposium on GCOE-ARS
    • Place of Presentation
      Uji Campas, Kyoto University, Kyoto, Japan
    • Related Report
      2013 Final Research Report
  • [Presentation] 10m2雨量計の開発による転倒マス雨量計における捕捉率の評価2012

    • Author(s)
      山口弘誠, 中北英一, 野中理伸
    • Organizer
      水文・水資源学会2012年度研究発表会
    • Place of Presentation
      広島市西区民文化センター, 広島県広島市
    • Related Report
      2012 Annual Research Report
  • [Presentation] 偏波レーダーを用いた強雨時の雨滴粒径分布の推定2012

    • Author(s)
      山口弘誠, 金原知穂, 中北英一
    • Organizer
      第6回MUレーダー・赤道大気レーダーシンポジウム
    • Place of Presentation
      京都大学宇治キャンパス, 京都府宇治市
    • Related Report
      2012 Annual Research Report
  • [Presentation] 最新型偏波レーダーを用いた雨滴粒径分布とその時空間構造及び降水量の推定手法の開発2012

    • Author(s)
      山口弘誠・金原知穂・中北英一
    • Organizer
      第56回土木学会水工学講演会
    • Place of Presentation
      愛媛大学城北キャンパス,松山市
    • Related Report
      2011 Annual Research Report
  • [Presentation] Estimation of Space-Time Structure of Raindrop Size Distribution Using Specific Differential Phase2011

    • Author(s)
      Kosei Yamaguchi, Chiho Kimpara, and Eiichi Nakakita
    • Organizer
      8th International Workshop on X-band Weather Radar
    • Place of Presentation
      U Delft, DelftThe Netherlands
    • Related Report
      2013 Final Research Report
  • [Presentation] Estimation of Space Time Structure of Raindrop Size Distribution Using Specific Differential Phase2011

    • Author(s)
      Kosei Yamaguchi, Chiho Kimpara, and Eiichi Nakakita
    • Organizer
      International Symposium on Earth-science Challenges (ISEC), National Weather Center
    • Place of Presentation
      The University of Oklahoma, Norman, Oklahoma, USA
    • Related Report
      2013 Final Research Report
  • [Presentation] Estimation of Space-Time structure of Raindrop Size Distribution Using Specific Differential Phase2011

    • Author(s)
      Kosei Yamaguchi, Chiho Kimpara, Eiichi Nakakita
    • Organizer
      8th International Workshop on X-band Weather Radar
    • Place of Presentation
      TU Delft, Delft, The Netherlands
    • Related Report
      2011 Annual Research Report
  • [Presentation] QPF with Data Assimilation of the Polarimetric Radar Data and Its Effective Forecast Lead Time2011

    • Author(s)
      Kosei Yamaguchi, Eiichi Nakakita
    • Organizer
      8th International Symposium on Weather Radar and Hydrology
    • Place of Presentation
      University of Exeter, Exeter, United Kingdom
    • Related Report
      2011 Annual Research Report
  • [Presentation] QPF with Data Assimilation of Polarimetric Radar and Precipitable Water2011

    • Author(s)
      Kosei Yamaguchi, Junichi Furumoto, Eiichi Nakakita
    • Organizer
      International Symposium on Earth-science Challenges
    • Place of Presentation
      The University of Oklahoma, Norman, Oklahoma, USA
    • Related Report
      2011 Annual Research Report
  • [Presentation] Estimation of Space Time structure of Raindrop Size Distribution Using Specific Differential PliaseEstimation of Space Time Structure of Raindrop Size Distribution Using Specific Differential Phase2011

    • Author(s)
      Kosei Yamaguchi, Chiho Kimpara, Eiichi Nakakita
    • Organizer
      International Symposium on Earth-science Challenges
    • Place of Presentation
      The University of Oklahoma, Norman, Oklahoma, USA
    • Related Report
      2011 Annual Research Report
  • [Presentation] Investigation on 3D Structure of DSD Using X-band Polarimetric Radar Network and Its Application into QPE by C-band Non-Polarimetric Radar2011

    • Author(s)
      Kosei Yanaguchi, Chiho Kimpara, Eiichi Nakakita
    • Organizer
      8th International Symposium on Weather Radar and Hydrology
    • Place of Presentation
      University of Exeter, Exeter, United Kingdom
    • Related Report
      2011 Annual Research Report
  • [Presentation] 偏波レーダーを用いた雨滴粒径分布の時空間構造の推定2011

    • Author(s)
      山口弘誠, 金原知穂, 中北英一
    • Organizer
      日本気象学会2011年度秋季大会
    • Place of Presentation
      名古屋大学東山キャンパス,名古屋市
    • Related Report
      2011 Annual Research Report
  • [Presentation] 最新型偏波レーダーを用いた雨滴粒径分布の時空間構造の推定2011

    • Author(s)
      金原知穂, 山口弘誠, 中北英一
    • Organizer
      水文・水資源学会2011年度研究発表会
    • Place of Presentation
      京都大学宇治キャンパス,宇治市
    • Related Report
      2011 Annual Research Report
  • [Presentation] 最新型偏波レーダー等とビデオゾンデを用いた豪雨の観測実験と予測

    • Author(s)
      山口弘誠, 中北英一
    • Organizer
      平成25年度気象予報士会関西支部総会特別講演
    • Place of Presentation
      大阪市立阿倍野市民学習センター, 大阪市
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] ゲリラ豪雨予測手法の開発と豪雨・流出・氾濫を一体とした都市スケールにおける流域災害予測手法の開発

    • Author(s)
      中北英一, 城戸由能, 山口弘誠, ユンソンシム, 山路昭彦, 増田有俊, 柴田研, 木村誠
    • Organizer
      XバンドMPレーダに関する技術研究開発成果発表会
    • Place of Presentation
      科学技術館サイエンスホール, 東京都千代田区
    • Related Report
      2013 Annual Research Report

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Published: 2011-04-06   Modified: 2019-07-29  

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