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Development of high-precision prediction method of heavy rainfall with dual polarization radar

Research Project

Project/Area Number 15K01273
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Natural disaster / Disaster prevention science
Research InstitutionJapan, Meteorological Research Institute

Principal Investigator

ADACHI Ahoro  気象庁気象研究所, 気象衛星・観測システム研究部, 主任研究官 (80354520)

Co-Investigator(Kenkyū-buntansha) 石元 裕史  気象庁気象研究所, 気象衛星・観測システム研究部, 室長 (70281136)
南雲 信宏  気象庁気象研究所, 気象衛星・観測システム研究部, 研究官 (30624960)
Research Collaborator Yamauchi Hiroshi  
Project Period (FY) 2015-04-01 – 2019-03-31
Project Status Completed (Fiscal Year 2018)
Budget Amount *help
¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Fiscal Year 2017: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2016: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Fiscal Year 2015: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Keywords二重偏波レーダー / 降水の粒径分布推定 / 降水強度推定 / 降水の粒径分布
Outline of Final Research Achievements

Since prediction of local heavy rainfalls, which occur frequently in recent years is difficult even for advanced numerical models, it is important to observe heavy rain with weather radar in advance. However, the rainfall estimated from the conventional radar may have an error of up to 100% in some conditions. Therefore, many countries have been introducing dual polarization radar to achieve high accuracy in recent years. Specifically, empirical formulas are applied to the polarization parameters observed by polarimetric radar to estimate rainfall. However, strictly speaking, the empirical formula needs to be modified according to the temperature, type of precipitation, time, and location, which is virtually impossible. Thus, in this study, we succeeded in developing a method that has been considered difficult, in which the rainfall is theoretically estimated only from the observed polarimetric parameters without using any empirical formulas for the first time in the world.

Academic Significance and Societal Importance of the Research Achievements

「局地的豪雨」による被害を減らすには積雲が発達する前にレーダーで捉える必要がある。しかし従来の気象レーダーによる降水強度の推定精度は必ずしも十分ではない(最大誤差100%程度)。近年米国(2013-)や日本(2016-)を始め世界各国で気象用二重偏波レーダーが導入されつつあり、観測される偏波パラメータから経験式を用いて降水強度を従来より高い精度(誤差30%程度)で推定している。しかし厳密にはこの経験式は場所や時間などにより変更する必要がある。そこで本研究では経験式を用いずに、観測された偏波パラメータだけから理論的に降水強度を推定するという、従来は困難とされていた手法を世界で初めて開発した。

Report

(5 results)
  • 2018 Annual Research Report   Final Research Report ( PDF )
  • 2017 Research-status Report
  • 2016 Research-status Report
  • 2015 Research-status Report
  • Research Products

    (30 results)

All 2019 2018 2017 2016 2015

All Journal Article (5 results) (of which Int'l Joint Research: 2 results,  Peer Reviewed: 4 results,  Open Access: 3 results,  Acknowledgement Compliant: 1 results) Presentation (25 results) (of which Int'l Joint Research: 12 results,  Invited: 1 results)

  • [Journal Article] Geometrical properties of hydrometeors during the refreezing process and their effects on dual-polarized radar signals2019

    • Author(s)
      Nagumo Nobuhiro、Adachi Ahoro、Yamauchi Hiroshi
    • Journal Title

      Monthly Weather Review

      Volume: 147 Issue: 5 Pages: 1753-1768

    • DOI

      10.1175/mwr-d-18-0278.1

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Evaluation of Forward Operators for Polarimetric Radars Aiming for Data Assimilation2018

    • Author(s)
      Kawabata, T., H.-S. Bauer, T. Schwitalla, V. Wulfmeyer, and A. Adachi
    • Journal Title

      Journal of the Meteorological Society of Japan. Ser. II

      Volume: 96A Issue: 0 Pages: 157-174

    • DOI

      10.2151/jmsj.2018-017

    • NAID

      130006733553

    • ISSN
      0026-1165, 2186-9057
    • Related Report
      2018 Annual Research Report 2017 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Observational operators for dual polarimetric radars in variational data assimilation systems (PolRad VAR v1.0)2018

    • Author(s)
      Kawabata, T., T. Schwitalla, A. Adachi, H.-S. Bauer, V. Wulfmeyer, N. Nagumo, and H. Yamauch
    • Journal Title

      Geosci. Model Dev.

      Volume: 11 Issue: 6 Pages: 2493-2501

    • DOI

      10.5194/gmd-11-2493-2018

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] 降水強度推定への二重偏波情報の利用2018

    • Author(s)
      足立アホロ
    • Journal Title

      気象研究ノート

      Volume: 236 Pages: 58-73

    • Related Report
      2018 Annual Research Report
  • [Journal Article] Estimation of Raindrop Size Distribution and Rainfall Rate from Polarimetric Radar Measurements at Attenuating Frequency Based on the Self-Consistency Principle2015

    • Author(s)
      Ahoro ADACHI, Takahisa KOBAYASHI, and Hiroshi YAMAUCHI
    • Journal Title

      Journal of the Meteorological Society of Japan. Ser. II

      Volume: 93 Issue: 3 Pages: 359-388

    • DOI

      10.2151/jmsj.2015-020

    • NAID

      130005087069

    • ISSN
      0026-1165, 2186-9057
    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Presentation] Study of the Mechanisms of Severe Thunderstorm in Tokyo Metropolitan Area using High Frequent Assimilation of Ground-based In-situ and Remote-sensing Observations2019

    • Author(s)
      Yoshinori Shoji, Tetsu Sakai, Ahoro Adachi, Satoru Yoshida and Tomohiro Nagai
    • Organizer
      第13回メソ対流系と顕著気象に関する国際会議(ICMCS-XIII) East Asia Weather Research Association
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Development of assimilation methods for dual polarimetric radar data2018

    • Author(s)
      Takuya Kawabata, Hiroshi Yamauchi, Nobuhiro Nagumo, and Ahoro Adachi
    • Organizer
      Workshop on Dual Polarimetric radar
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 凍雨の地上観測に基づく二重偏波レーダーによる凍結域・非凍結域の調査2018

    • Author(s)
      南雲信宏, 足立アホロ, 山内洋
    • Organizer
      日本気象学会2018年度秋季大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] レーダー反射特性解析のための融解雪片モデルの開発2018

    • Author(s)
      石元裕史, 足立アホロ, 安達聖
    • Organizer
      日本気象学会2018年度春季大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] RASS観測におけるパラメトリックスピーカーの利用2018

    • Author(s)
      足立アホロ, 橋口浩之
    • Organizer
      日本気象学会2018年度春季大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 二重偏波レーダーで観測された竜巻・非竜巻事例のフックエコーの比較2018

    • Author(s)
      南雲信宏, 益子渉, 山内洋, 足立アホロ
    • Organizer
      日本気象学会2018年度春季大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 二重偏波パラメータに関する統計調査2018

    • Author(s)
      栗花卓弥, 川畑拓矢, 山内洋, 南雲信宏, 足立アホロ
    • Organizer
      日本気象学会2018年度春季大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 二重偏波レーダーによる雨滴粒径分布の形状パラメータ推定の試み2018

    • Author(s)
      足立アホロ, 小林隆久, 山内洋, 南雲信宏
    • Organizer
      日本気象学会2018年度春季大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 凍雨および雨氷のJMA-NHMの再現性と環境場の特徴―2016年1月29日の事例―2018

    • Author(s)
      南雲信宏, 足立アホロ, 山田芳則, 川島正行
    • Organizer
      日本気象学会2018年度春季大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 凍雨の二重偏波レーダー観測と地上検証について2018

    • Author(s)
      南雲信宏, 足立アホロ, 山内洋
    • Organizer
      第2回降水と噴火研究集会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 固体素子二重偏波レーダーによる雨氷と凍雨の監視に向けた基礎研究2018

    • Author(s)
      南雲信宏, 足立アホロ, 山内洋
    • Organizer
      第12回航空気象研究会
    • Related Report
      2018 Annual Research Report
  • [Presentation] A Methodology for Estimating the Parameters of a Gamma Raindrop Size Distribution Model using Redundancy of the Polarization Observations at Attenuating Frequency2017

    • Author(s)
      Ahoro ADACHI, Takahisa KOBAYASHI and Hiroshi YAMAUCHI
    • Organizer
      97th Aerical Meteorological Society Annual Meetin
    • Place of Presentation
      Washington State Convention Center (米国・シアトル)
    • Year and Date
      2017-01-22
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Real-time Auto Calibration and DSD Retrieval for Polarimetric Radar at Attenuating Frequency2017

    • Author(s)
      Ahoro Adachi, Takahisa Kobayashi, and Hiroshi Yamauchi
    • Organizer
      International Symposium on Earth-Science Challenges (ISEC) 2017
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Technique for Calibration of Polarimetric Radars at Attenuating Frequency using ZDR and Phidp2017

    • Author(s)
      Ahoro Adachi, Takahisa Kobayash and Hiroshi Yamauchi
    • Organizer
      Weather Radar Calibration and Monitoring Workshop Deutscher Wetterdienst
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Real-time Auto Calibration and DSD retrieval for Polarimetric Radar at Attenuating Frequency2017

    • Author(s)
      Ahoro Adachi, T. Kobayashi, H. Yamauchi
    • Organizer
      Weather Radar Calibration and Monitoring Workshop Deutscher Wetterdienst
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Development of assimilation methods for dual polarimetric radar data2017

    • Author(s)
      Takuya Kawabata, Hiroshi Yamauchi, Nobuhiro Nagumo, and Ahoro Adachi
    • Organizer
      Workshop on Dual Polarimetric radar Meteorological Research Institute
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] 二重偏波レーダーデータの自己整合性に基づく粒径分布抽出手法の改良2017

    • Author(s)
      足立アホロ、小林隆久、山内洋
    • Organizer
      日本気象学会春季大会
    • Related Report
      2017 Research-status Report
  • [Presentation] μ-CTデータから得られた積雪粒子の形状と粒子光散乱特性の計算2016

    • Author(s)
      石元 裕史
    • Organizer
      日本気象学会2016年度秋季大会
    • Place of Presentation
      名古屋大学東山キャンパス
    • Year and Date
      2016-10-26
    • Related Report
      2016 Research-status Report
  • [Presentation] 自己整合法に基づく粒径分布抽出手法のC-band 二重偏波レーダーのPPI観測への利用2016

    • Author(s)
      足立アホロ、小林隆久、山内洋、小司禎教
    • Organizer
      日本気象学会2016年春季大会
    • Place of Presentation
      国立オリンピック記念青少年総合センター
    • Year and Date
      2016-05-18
    • Related Report
      2016 Research-status Report
  • [Presentation] Clear air echoes in a sea breeze and their dynamical structures captured in TOMACS dense observation network2016

    • Author(s)
      Nobuhiro Nagumo, Ahoro Adachi, and Teruyuki Kato
    • Organizer
      メソスケール気象と顕著現象に関する国際会議(ICMCS-XI)
    • Place of Presentation
      釜山国際展示場(韓国・釜山)
    • Year and Date
      2016-04-25
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] A Methodology for Estimating the Parameters of a Gamma Raindrop Size Distribution Model from Polarimetric Radar Measurements at Attenuating Frequency Based on the Self-Consistency Principle2016

    • Author(s)
      Ahoro ADACHI, Takahisa KOBAYASHI and Hiroshi YAMAUCHI
    • Organizer
      European Geosciences Union General Assembly
    • Place of Presentation
      Austria Center Vienna(オーストリア・ウィーン)
    • Year and Date
      2016-04-17
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Shape modeling of ice particles using micro-CT data for snow radiative transfer calculations2015

    • Author(s)
      Hiroshi Ishimoto, Teruo Aoki, Satoru Adachi, and Satoru Yamaguchi
    • Organizer
      International Symposium on snow and avalanche in Niseko
    • Place of Presentation
      北海道虻田郡ニセコ町 ニセコ町民センター
    • Year and Date
      2015-12-10
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] An Automatic DSD Parameter Retrieval Algorithm for Polarimetric Radar at Attenuating Frequency Based on the Self-Consistency Principle2015

    • Author(s)
      Ahoro Adachi, Takahisa Kobayashi and Hiroshi Yamauchi
    • Organizer
      4th International Symposium on Earth-Science Challenges
    • Place of Presentation
      米国オクラホマ州ノーマン市 オクラホマ大学
    • Year and Date
      2015-09-20
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Estimation of Raindrop Size Distribution from Polarimetric Radar Measurements at Attenuating Frequency Based on the Self-Consistency Principle2015

    • Author(s)
      Ahoro Adachi, Takahisa Kobayashi and Hiroshi Yamauchi
    • Organizer
      37th Conference on Radar Meteorology
    • Place of Presentation
      米国オクラホマ州ノーマン市 Embassy Suites Hotel and Conference Center
    • Year and Date
      2015-09-14
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] C-band二重偏波レーダーによる粒径分布と降水強度の推定精度2015

    • Author(s)
      足立アホロ、小林隆久、山内洋、小司 禎教
    • Organizer
      日本気象学会2015年春季大会
    • Place of Presentation
      茨城県つくば市 つくば国際会議場
    • Year and Date
      2015-05-21
    • Related Report
      2015 Research-status Report

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Published: 2015-04-16   Modified: 2020-03-30  

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