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Three Dimensional Turbulent Structure over Cities using Advanced Monitoring and Simulation Technology

Research Project

Project/Area Number 25249066
Research Category

Grant-in-Aid for Scientific Research (A)

Allocation TypeSingle-year Grants
Section一般
Research Field Hydraulic engineering
Research InstitutionTokyo Institute of Technology

Principal Investigator

Kanda Manabu  東京工業大学, 環境・社会理工学院, 教授 (90234161)

Co-Investigator(Kenkyū-buntansha) 足永 靖信  国土技術政策総合研究所, その他部局等, その他 (20360464)
藤吉 康志  北海道大学, 低温科学研究所, その他 (40142749)
小田 僚子  千葉工業大学, 工学部, 准教授 (50553195)
鈴木 真一  国立研究開発法人防災科学技術研究所, その他部局等, 研究員 (60462503)
稲垣 厚至  東京工業大学, 理工学研究科, 助教 (80515180)
仲吉 信人  東京理科大学, 理工学部, 講師 (90706475)
Project Period (FY) 2013-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥44,720,000 (Direct Cost: ¥34,400,000、Indirect Cost: ¥10,320,000)
Fiscal Year 2016: ¥13,390,000 (Direct Cost: ¥10,300,000、Indirect Cost: ¥3,090,000)
Fiscal Year 2015: ¥11,050,000 (Direct Cost: ¥8,500,000、Indirect Cost: ¥2,550,000)
Fiscal Year 2014: ¥10,660,000 (Direct Cost: ¥8,200,000、Indirect Cost: ¥2,460,000)
Fiscal Year 2013: ¥9,620,000 (Direct Cost: ¥7,400,000、Indirect Cost: ¥2,220,000)
Keywords乱流構造 / 都市気象 / ライダー / Large Eddy Simulation / 水工学 / 水文学 / 都市気象学 / ドップラーライダー / LES / LES / 建物解像
Outline of Final Research Achievements

For deep understanding and precise prediction of the turbulent structures over cities, using advanced monitoring technology (3D scanning Rider) and huge numerical simulations, this project obtained the following results: (1) Rider observation revealed that the major turbulent structure over cities can be classified into six patterns, (2) a proposed theory on the basis of non-dimensional physical analysis to describe the span width of streaky structures can successfully explain the laboratory scale to Atmospheric scale phenomenon comprehensively, (3) large eddy simulation for the atmosphere over cities quantified the relationship between the urban geometry and resulting gust index near pedestrian level, and (4) the turbulent structure over cities, regardless of the nature of their highly-inhomogeneous and very rough surface, have self-similar feature as are many turbulent boundary layers over rough surfaces.

Report

(5 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Annual Research Report
  • 2014 Annual Research Report
  • 2013 Annual Research Report
  • Research Products

    (55 results)

All 2017 2016 2015 2014 2013

All Journal Article (21 results) (of which Peer Reviewed: 21 results,  Acknowledgement Compliant: 6 results) Presentation (34 results) (of which Int'l Joint Research: 11 results)

  • [Journal Article] Thermal image velocimetry application to satellite images during sea-breeze event2017

    • Author(s)
      Ferdiansyah, R.,M., Inagaki, A. and Kanda, M.
    • Journal Title

      Journal of Japan Society of Civil Engineers

      Volume: 73

    • NAID

      130006406215

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] 熱画像地表面風速場推定法の航空機観測への応用2017

    • Author(s)
      土方基由,稲垣厚至,神田 学,山下幸彦
    • Journal Title

      土木学会論文集B1(水工学)

      Volume: 73

    • NAID

      130006406217

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Large Eddy Simulation of the Gust Index in an Urban Area using the Lattice Boltzmann Method2017

    • Author(s)
      Huda, A.,N., Inagaki, A., Kanda, M., Onodera, N. and Aoki, T.
    • Journal Title

      Boundary-Layer Meteorology

      Volume: - Issue: 3 Pages: 447-467

    • DOI

      10.1007/s10546-017-0233-6

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] 熱画像風速測定法(TIV)による風の空間分布計測2016

    • Author(s)
      稲垣厚至
    • Journal Title

      水文水資源学会誌

      Volume: 29 Pages: 186-195

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] 接地境界層高度推定手法の提案2016

    • Author(s)
      小田僚子,稲垣厚至,八木綾子,神田 学,藤吉康志
    • Journal Title

      土木学会論文集B1(水工学)

      Volume: 72

    • NAID

      130005312169

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] 接地境界層高度推定手法の提案2016

    • Author(s)
      小田僚子,稲垣厚至,八木綾子,神田学,藤吉康志
    • Journal Title

      土木学会論文集B1(水工学)

      Volume: 72

    • NAID

      130005312169

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] LARGE EDDY SIMULATION OF THE GUST FACTOR USING LATTICE BOLTZMANN METHOD WITHIN A HUGE AND HIGH RESOLUTION URBAN AREA OF TOKYO2015

    • Author(s)
      Ahmad, H., Inagaki, A., Kanda, M., Onodera, N.and Aoki, T.
    • Journal Title

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

      Volume: 71

    • NAID

      40020429746

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] LARGE-EDDY SIMULATION OF AN URBAN CANOPY USING SYNTHETIC TURBULENCE INFLOW GENERATION METHOD2015

    • Author(s)
      Gronemeier, T., Inagaki, A., Gryschka, M. and Kanda, M.
    • Journal Title

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

      Volume: 71

    • NAID

      130005123596

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] ドップラーライダーを用いた筋状乱流構造の間隔に関する研究2015

    • Author(s)
      八木綾子,稲垣厚至,神田学,藤原忠誠,藤吉康志
    • Journal Title

      土木学会論文集B1(水工学)

      Volume: 71

    • NAID

      130005123602

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] サーモカメラで観測した屋外地表面温度の移流速度と近傍速度の関係2015

    • Author(s)
      岩塚英治,稲垣厚至,張逸群,神田学
    • Journal Title

      土木学会論文集B1(水工学)

      Volume: 71

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] THERMAL LARGE EDDY SIMULATION WITH SENSIBLE HEAT FLUX DISTRIBUTION FROM VARIOUS 3D BUILDING GEOMETRIES2015

    • Author(s)
      Bakkali, M.,Inagaki,A., Ashie, Y., Yoshida, Y., Kanda, M. and RAASCH, S.
    • Journal Title

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

      Volume: 71

    • NAID

      130005123587

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 東京-熊谷間における夏期東京湾海風進入時間の長期年代変化2015

    • Author(s)
      寝占祐太,神田学,仲吉信人
    • Journal Title

      土木学会論文集B1(水工学)

      Volume: 71

    • NAID

      130005123606

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] The Effects of Highly Detailed Urban Roughness Parameters on a Sea-Breeze Numerical Simulation2015

    • Author(s)
      Alvin Christopher G. Varquez, Makoto Nakayoshi, Manabu Kanda
    • Journal Title

      Boundary-Layer Meteorology

      Volume: 154 Issue: 3 Pages: 449-469

    • DOI

      10.1007/s10546-014-9985-4

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] WRF APPLICATION OF HIGH RESOLUTION PARAMETERS ON SOME MAJOR CITIES OF JAPAN2014

    • Author(s)
      Varquez, A. C. G., Nakayoshi, M., Makabe, T. and Kanda, M.
    • Journal Title

      Journal of Japan Society of Civil Engineers, Ser.B1

      Volume: 70

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 相似測に基づいた大気境界層における水平乱流場の分類2014

    • Author(s)
      八木綾子,稲垣厚至,神田 学,藤原忠誠,藤吉康志
    • Journal Title

      土木学会論文集B1

      Volume: 70

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 気象解析のための全日本都市幾何データベースの構築と世界への拡張可能性2014

    • Author(s)
      真壁拓也,仲吉信人,Varques, A.C.G., 神田 学
    • Journal Title

      土木学会論文集B1

      Volume: 70

    • NAID

      130005070236

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Small-scale spatial variabilityof turbulence statistics, (co)spectra and turbulent kinetic energymeasured over a regular array of cube roughness2013

    • Author(s)
      Roth, M., Inagaki, A., Sugawara, H. and Kanda, M.
    • Journal Title

      Environmental Fluid Mechanics

      Volume: - Issue: 2 Pages: 329-348

    • DOI

      10.1007/s10652-013-9322-3

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 熱画像風速測定法TIVによる地表面近傍の大気乱流観測2013

    • Author(s)
      稲垣厚至,神田 学
    • Journal Title

      ながれ

      Volume: 32 Pages: 307-312

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A New aerodynamic parameterization for real urban surfaces2013

    • Author(s)
      Kanda, M., Inagaki, A., Miyamoto, H., Gryschka, M.and Raasch, S.
    • Journal Title

      Boundary-Layer Meteorology

      Volume: 148(2) Pages: 357-377

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Length-scale similarity of turbulent organized structures over surfaces with different roughness types2013

    • Author(s)
      Takimoto, H., Inagaki, A., Kanda, M., Sato, A.and Michioka, T.
    • Journal Title

      Boundary-Layer Meteorology

      Volume: 147 (2) Pages: 217-236

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Thermal image velocimetry2013

    • Author(s)
      Inagaki, A., Kanda, M., Onomura, S.and Kumemura, H.
    • Journal Title

      Boundary-Layer Meteorology

      Volume: 149(1) Pages: 1-18

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Presentation] 不安定都市大気境界層の乱流組織構造2016

    • Author(s)
      稲垣厚至,Meral Yücel,神田 学,Micha Gryschka
    • Organizer
      日本流体力学会年会
    • Place of Presentation
      名古屋工業大学
    • Year and Date
      2016-09-26
    • Related Report
      2016 Annual Research Report
  • [Presentation] An application of the thermal image velocimetry to detect the dust-devil like vortex2016

    • Author(s)
      Inagaki, A, and Kanda, M.
    • Organizer
      22nd Symposium on Boundary Layers and Turbulence
    • Place of Presentation
      Salt Lake City, Utah, USA
    • Year and Date
      2016-06-20
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Evaluation of the outer-layer scaling in a developing urban boundary layer using lattice Boltzmann method.2016

    • Author(s)
      Inagaki, A., Huda, A., N., Yagi, A., Kanda, M., Onodera, N. and Aoki, T.
    • Organizer
      22nd Symposium on Boundary Layers and Turbulence
    • Place of Presentation
      Salt Lake City, Utah, USA
    • Year and Date
      2016-06-20
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] The Height of Surface Layer Observed by Doppler Lidar in a Coastal Area of Tokyo.2016

    • Author(s)
      Oda, R., Inagaki, A., Yagi, A., Kanda, M. and Fujiyoshi, Y.
    • Organizer
      22nd Symposium on Boundary Layers and Turbulence
    • Place of Presentation
      Salt Lake City, Utah, USA
    • Year and Date
      2016-06-20
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Scaling of Streaky Structures Observed by a Doppler Lidar.2016

    • Author(s)
      Yagi, A., Inagaki, A., Kanda, M., Fujiwara, C. and Fujiyoshi, Y.
    • Organizer
      22nd Symposium on Boundary Layers and Turbulence
    • Place of Presentation
      Salt Lake City, Utah, USA
    • Year and Date
      2016-06-20
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Boundary-Layer Development with Buoyancy-Driven Flows over a Built-Up Area in Istanbul2016

    • Author(s)
      Yucel, M., Inagaki, A. and Kanda, M.
    • Organizer
      22nd Symposium on Boundary Layers and Turbulence
    • Place of Presentation
      Salt Lake City, Utah, USA
    • Year and Date
      2016-06-20
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] LBMを用いた中立都市大気境界層の相似性の検討2015

    • Author(s)
      稲垣厚至, Nurul Huda Ahmad, 小野寺直幸,神田学,青木尊之, 八木綾子
    • Organizer
      日本流体力学会年会2015
    • Place of Presentation
      東京
    • Year and Date
      2015-09-26
    • Related Report
      2015 Annual Research Report
  • [Presentation] Large eddy simulation of internal boundary developments over a huge urban area with 2m resolution2015

    • Author(s)
      Kanda M, Inagaki A, Huda N, Onodera N, Aoki T, Yagi A
    • Organizer
      9th International Conference on Urban Climate
    • Place of Presentation
      Toulouse, France
    • Year and Date
      2015-07-20
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Characterising internal boundary layers forming over an idealised urban surface based on air temperature observations with high spatio-temporal resolution2015

    • Author(s)
      Inagaki A, Kohhthaus S, Kanda M
    • Organizer
      9th International Conference on Urban Climate
    • Place of Presentation
      Toulouse, France
    • Year and Date
      2015-07-20
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Examination of empirical parameter in the thermal image velocimetry2015

    • Author(s)
      Inagaki A, Iwatsuka E, Kanda M
    • Organizer
      9th International Conference on Urban Climate
    • Place of Presentation
      Toulouse, France
    • Year and Date
      2015-07-20
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Multi-point Doppler Lidar observation in urban area2015

    • Author(s)
      Oda R, Inagaki A, Yagi A, Kanda M, Fujiyoshi Y
    • Organizer
      9th International Conference on Urban Climate
    • Place of Presentation
      Toulouse, France
    • Year and Date
      2015-07-20
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Spatial Distribution of the Gust Index over an Urban Area in Tokyo2015

    • Author(s)
      Huda, A.N., Inagaki, A., Kanda, M., Onodera, N. and Aoki, T.
    • Organizer
      9th International Conference on Urban Climate
    • Place of Presentation
      Toulouse, France
    • Year and Date
      2015-07-20
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Analysis of spacing of streaky structures within surface layer above real urban2015

    • Author(s)
      Yagi, A., Inagaki, A., Kanda, M., Fujiwara, C., Fujiyoshi Y.
    • Organizer
      9th International Conference on Urban Climate
    • Place of Presentation
      Toulouse, France
    • Year and Date
      2015-07-20
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] The Interannual Variation of the Sea Breeze Arrival Time at Tokyo2014

    • Author(s)
      Nejime, Y., Nakayoshi, M and Kanda, M.
    • Organizer
      7th ASEAN Environmental Engineering Conference (AEEC),
    • Place of Presentation
      Puerto Princesa, Palawan, Philippines
    • Year and Date
      2014-11-21 – 2014-11-22
    • Related Report
      2014 Annual Research Report
  • [Presentation] 格子ボルツマン法LESを用いた都市気流の大規模計算2014

    • Author(s)
      稲垣厚至,Ahmad Nurul Huda,神田 学,小野寺直幸,青木尊之
    • Organizer
      日本流体力学会年会2014
    • Place of Presentation
      東北大学
    • Year and Date
      2014-09-15 – 2014-09-17
    • Related Report
      2014 Annual Research Report
  • [Presentation] ドップラーライダーを用いた大気境界層における水平風速分布の分類および統計的解析2014

    • Author(s)
      八木綾子,稲垣厚至,神田 学,藤原忠誠,藤吉康志
    • Organizer
      日本流体力学会年会2014
    • Place of Presentation
      東北大学
    • Year and Date
      2014-09-15 – 2014-09-17
    • Related Report
      2014 Annual Research Report
  • [Presentation] サーモカメラで観測した屋外地表面温度の移流速度と近傍風速の関係2014

    • Author(s)
      岩塚英治,稲垣厚至,張逸群,神田 学
    • Organizer
      日本流体力学会年会2014
    • Place of Presentation
      東北大学
    • Year and Date
      2014-09-15 – 2014-09-17
    • Related Report
      2014 Annual Research Report
  • [Presentation] 建物群上で発達するダストデビルのLES数値解析2014

    • Author(s)
      居石貴史,稲垣厚至,神田 学
    • Organizer
      日本流体力学会年会2014
    • Place of Presentation
      東北大学
    • Year and Date
      2014-09-15 – 2014-09-17
    • Related Report
      2014 Annual Research Report
  • [Presentation] ドップラーライダーで観測された大気境界層における流れ場の分類2014

    • Author(s)
      八木綾子,稲垣厚至,神田 学,藤原忠誠,藤吉康志
    • Organizer
      日本気象学会2014年春季大会
    • Place of Presentation
      横浜
    • Year and Date
      2014-05-21 – 2014-05-24
    • Related Report
      2014 Annual Research Report
  • [Presentation] TIVによる塵旋風の水平二次元速度分布計測2014

    • Author(s)
      稲垣厚至,張逸群,岩塚英治,神田 学
    • Organizer
      日本気象学会2014年春季大会
    • Place of Presentation
      横浜
    • Year and Date
      2014-05-21 – 2014-05-24
    • Related Report
      2014 Annual Research Report
  • [Presentation] 街区風に及ぼす植生の影響に関するLES解析2014

    • Author(s)
      加藤寛之,稲垣厚至,神田 学
    • Organizer
      日本気象学会2014年春季大会
    • Place of Presentation
      横浜
    • Year and Date
      2014-05-21 – 2014-05-24
    • Related Report
      2014 Annual Research Report
  • [Presentation] 東京における夏季東京湾海風の進入の年代変化2014

    • Author(s)
      寝占祐太,仲吉信人,神田 学
    • Organizer
      日本気象学会2014年春季大会
    • Place of Presentation
      横浜
    • Year and Date
      2014-05-21 – 2014-05-24
    • Related Report
      2014 Annual Research Report
  • [Presentation] 実都市幾何における三次元熱放射過程を考慮したLES数値解析2014

    • Author(s)
      吉田祐麻,稲垣厚,Mohammed Bakkali,神田 学,足永靖信
    • Organizer
      日本気象学会2014年春季大会
    • Place of Presentation
      横浜
    • Year and Date
      2014-05-21 – 2014-05-24
    • Related Report
      2014 Annual Research Report
  • [Presentation] imulation of the Gust Factor in Highly Dense Urban Area in Tokyo2014

    • Author(s)
      Ahmad, H., Inagaki, A., Kanda, M., Onodera, N and Aoki, T.
    • Organizer
      1st International Conference on Computational Engineering and Science for Safety and Environmental Problems (COMSAFE 2014)
    • Place of Presentation
      Sendai International Center, Sendai
    • Year and Date
      2014-04-13 – 2014-04-16
    • Related Report
      2014 Annual Research Report
  • [Presentation] Numerical investigation of summer sea breeze using updated urban aerodynamic parameters in Kanto Region2014

    • Author(s)
      Varques, A.C.G., Nakayoshi, M. and Kanda, M.
    • Organizer
      American Meteorological Society
    • Place of Presentation
      Atranta, GA, USA
    • Related Report
      2013 Annual Research Report
  • [Presentation] A new parameterization of a scale2014

    • Author(s)
      Kondo, H., Inagaki, A. and Kanda, M.
    • Organizer
      International Symposium on Computational Wind Engineering
    • Place of Presentation
      Hamburg, Germany
    • Related Report
      2013 Annual Research Report
  • [Presentation] A New Parameterization of the Scale Length in Urban Canopy Using the LES Database2014

    • Author(s)
      Kondo, H., Inagaki, A. and Kanda, M.
    • Organizer
      11th Symposium on the Urban Environment,
    • Place of Presentation
      Atlanta, GA, USA
    • Related Report
      2013 Annual Research Report
  • [Presentation] Weather Simulation of Sunny Days Using Detailed Urban Surface Parameters in Japan Major Cities2013

    • Author(s)
      Varquez, A. C. G., Nakayoshi, M., Makabe, T. and Kanda, M.
    • Organizer
      Proceedings of the Academy for Co-creative Education of Environment and Energy Science
    • Place of Presentation
      LosAngeles, CA, USA
    • Related Report
      2013 Annual Research Report
  • [Presentation] ドップラーライダーを用いた乱流構造の主流方向長さスケールの推定と検証2013

    • Author(s)
      八木綾子,稲垣厚至,神田 学,藤原忠誠,藤吉康志
    • Organizer
      日本気象学会2013年秋季大会 P308
    • Place of Presentation
      仙台
    • Related Report
      2013 Annual Research Report
  • [Presentation] 東京-熊谷間における夏季東京湾海風の進入挙動2013

    • Author(s)
      寝占祐太,仲吉信人,神田 学
    • Organizer
      日本気象学会2013年秋季大会 P103
    • Place of Presentation
      仙台
    • Related Report
      2013 Annual Research Report
  • [Presentation] ドップラーライダーデータとドップラーレーダー データとを組み合わせて晴天時における大気下層の風の場を高い空間解像度で解析する試み2013

    • Author(s)
      山田芳則,藤吉康志,藤原忠誠,八木綾子,神田 学
    • Organizer
      日本気象学会2013年度秋季大会 D213
    • Place of Presentation
      仙台
    • Related Report
      2013 Annual Research Report
  • [Presentation] フィードバックパラメタリゼーションを用いた都市キャノピーモデルによる降水後の気温の計算2013

    • Author(s)
      近藤裕昭,稲垣厚至,神田 学
    • Organizer
      日本ヒートアイランド学会第8回全国大会 A-34
    • Place of Presentation
      長野
    • Related Report
      2013 Annual Research Report
  • [Presentation] ライダーの視線方向風速分布を利用した大気境界層流れ場における代表長さの推定2013

    • Author(s)
      八木綾子,稲垣厚至,神田 学,藤原忠誠,藤吉康志
    • Organizer
      日本気象学会2013年春季大会
    • Place of Presentation
      東京
    • Related Report
      2013 Annual Research Report
  • [Presentation] 都市キャノピーにおけるフィードバック・パラメタリゼーション2013

    • Author(s)
      近藤裕昭,稲垣厚至,神田 学
    • Organizer
      日本気象学会2013年春季大会
    • Place of Presentation
      東京
    • Related Report
      2013 Annual Research Report

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Published: 2013-05-15   Modified: 2019-07-29  

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