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Flow patterns governed by fluid equation in earth sciences-numerical study from view points of dynamical systems-

Research Project

Project/Area Number 16340023
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field General mathematics (including Probability theory/Statistical mathematics)
Research InstitutionKyoto University

Principal Investigator

YAMADA Michio  Kyoto University, Research Institute for Mathematical Sciences, Professor (90166736)

Co-Investigator(Kenkyū-buntansha) OKAMOTO Hisashi  Kyoto University, Research Institute, Mathematical Sciences, Professor (40143359)
TAKEHIRO Shinichi  Kyoto University, Research Institute, Mathematical Sciences, Associate Professor (30274426)
YODEN Shigeo  Kyoto University, Graduate School of Science, Department of Geophysics, Professor (30167027)
HAYASHI Yoshi-yuki  Kobe University, Graduate School of Science, Department of Earth and Planetary Sciences, Professor (20180979)
大木谷 耕司  京都大学, 数理解析研究所, 助教授 (70211787)
薩摩 順吉  東京大学, 大学院・数理科学研究科, 教授 (70093242)
Project Period (FY) 2004 – 2007
Project Status Completed (Fiscal Year 2007)
Budget Amount *help
¥16,710,000 (Direct Cost: ¥15,900,000、Indirect Cost: ¥810,000)
Fiscal Year 2007: ¥3,510,000 (Direct Cost: ¥2,700,000、Indirect Cost: ¥810,000)
Fiscal Year 2006: ¥2,600,000 (Direct Cost: ¥2,600,000)
Fiscal Year 2005: ¥3,000,000 (Direct Cost: ¥3,000,000)
Fiscal Year 2004: ¥7,600,000 (Direct Cost: ¥7,600,000)
Keywordsrotating fluid dynamics / beta-plane approximation / geophysical fluid dynamics / Rossby waves / circumpolar jets / unstable periodic orbits / angular momentum transfer / chaos / 西岸強化流 / 回転乱流 / 周極流
Research Abstract

Flow pattern formation is studied in the framework of fluid equations employed in earth sciences, especially of the 2D Navier-Stokes equations on a rotating sphere. When the flow region is a whole sphere, westward circumpolar jets are observed to emerge from turbulent initial conditions. A scaling law is proposed for the strength and the width of these polar jets, which shows that the whole energy of the flow field is absorbed in these jets in the limit of large rotation rate. The zonal jet formation is also studied in the case of shallow water equation, where the jets emerge in the equatorial region rather than the polar regions. When the flow region is a rotating hemisphere, the boundary of which coincides with meridional lines, the westward intensified flow emerges under the forcing of zonal winds. The lstability of the westward intensified flow on the rotating hemisphere is studied, and the critical Hopf mode is found to have the largest amplitude near the point where the boundary flow leaves the west boundary. Flow pattern and its stability are studied also in a rotating polar cap, a circular bounded region with the center at the north pole and with inlet and outlet on the boundary. While in the linear solution the inlet flow goes through all the flow region, there emerges an isolated vortex in the central region near the north pole, and this nonlinear flow becomes unstable as the inlet flow rate is increased. In some chaotic dynamical system with small degrees of freedom, averaged dynamical quantities over unstable periodic orbits are studied especially when the period of the periodic orbits is large. Numerical results show that statistical properties of the orbital averages along the unstable periodic orbits agree with those along chaotic orbits in, for example, 1D map, but do not in 2D map or in some systems of ordinary differential equations.

Report

(5 results)
  • 2007 Annual Research Report   Final Research Report Summary
  • 2006 Annual Research Report
  • 2005 Annual Research Report
  • 2004 Annual Research Report
  • Research Products

    (61 results)

All 2008 2007 2006 2005 2004 Other

All Journal Article (45 results) (of which Peer Reviewed: 15 results) Presentation (15 results) Book (1 results)

  • [Journal Article] Chaotic Properties of a Fully-Developed Model Turbulence2007

    • Author(s)
      M. Yamada
    • Journal Title

      Nonlinear Process in Geophysics 14

      Pages: 631-640

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Stability of four gyre flow pattern in a barotropic model on a rotating hemisphere2007

    • Author(s)
      Y. Taniguchi
    • Journal Title

      Theoretical and Applied Mechanics 56

      Pages: 225-236

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Rossby waves and jets in a two-dimensional decaying turbulence on a rotating sphere2007

    • Author(s)
      Y. -Y. Hayashi
    • Journal Title

      Journal of the Atmospheric Sciences 64

      Pages: 4246-4269

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Circumpolar jets emerging in two-dimensional non-divergent decaying turbulence on a rapidly rotating sphere2007

    • Author(s)
      S. Takehiro
    • Journal Title

      Fluid Dynamics Research 39

      Pages: 209-220

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Energy accumulation in easterly circumpolar jets generated by two-dimensional barotropic decaying turbulence on a rapidly rotating sphere2007

    • Author(s)
      S. Takehiro
    • Journal Title

      Journal of the Atmospheric Sciences 64

      Pages: 4084-4097

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Chaotic Properties of a Fully-Developed Model Turbulence2007

    • Author(s)
      M., Yamada
    • Journal Title

      Nonlinear Process in Geophys 14

      Pages: 631-640

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Stability of four-gyre flow pattern in a barotropic model on a rotating hemisphere2007

    • Author(s)
      Y., Taniguchi
    • Journal Title

      Theoretical and Applied Mechanics 56

      Pages: 225-236

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Rossby waves and jets in a two-dimensional decaying turbulence on a rotating sphere2007

    • Author(s)
      Y.-Y., Hayashi
    • Journal Title

      J. Atmos. Sci 64

      Pages: 4246-4269

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Circumpolar jets emerging in two-dimensional non-divergent decaying turbulence on a rapidly rotating sphere.2007

    • Author(s)
      S., Takehiro
    • Journal Title

      Fluid Dyn. Res 39

      Pages: 209-220

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Energy accumulation in easterly circumpolar jets generated by two-dimensional barotropic decaying turbulence on a rapidly rotating sphere2007

    • Author(s)
      S., Takehiro
    • Journal Title

      J. Atmos. Sci 64

      Pages: 4084-4097

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Chaotic properties of a fully developed turbulence2007

    • Author(s)
      M. Yamada
    • Journal Title

      Nonlinear Pocesses in Geophysics 14-5

      Pages: 631-640

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Rossby waves and jets in a two-dimensional decaying turbulence on a rotating sphere.2007

    • Author(s)
      Y.-Y. Hayashi
    • Journal Title

      Journal of the Atomospheric Sciences 64-12

      Pages: 4246-4269

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Dependence of climate states of gray atmosphere on solar constant: From the runaway greenhouse to the snowball states.2007

    • Author(s)
      M. Ishiwatari
    • Journal Title

      Journal of Geophys. Res. 112-D13

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Circumpolar jets emerging in two-dimensional non-divergent decaying turbulence on a rapidly rotating sphere2007

    • Author(s)
      S.Takehiro
    • Journal Title

      Fluid Dynamics Research 39, 1-3

      Pages: 209-220

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Energy accumulation in easterly circumpolar jets generated by two-dimensional brotropic decaying turbulence on a rapidly rotating sphere2007

    • Author(s)
      S.Takehiro
    • Journal Title

      Journal of the Atmospheric Sciences (to appear)

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Dependence of climate states of gray atmosphere on solar constant: From the runaway green house to the snowball states2006

    • Author(s)
      M. Ishiwatari
    • Journal Title

      J. Geophys. Res. 112(D13)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] SPMODEL: A series of Hierarchical Spectral Models for Geophysical Fluid Dynamics2006

    • Author(s)
      S. Takehiro: SPMODEL Development Group, 2006
    • Journal Title

      Nagare. (Nagare Multmedia<http://www.nagare.or.jp/mm/2006/>) 25

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Zonal current formation in two-dimensional turbulence on a rotating hemisphere and its dependence on boundary conditions2006

    • Author(s)
      Y. Taniguchi
    • Journal Title

      Fluid Dynamics Research 38(8)

      Pages: 550-563

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Stability of westward intensified flow on a rotating hemisphere2006

    • Author(s)
      Y. Taniguchi
    • Journal Title

      Theoretical and Applied Mechanics 55

      Pages: 209-220

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Dependence of climate states of gray atmosphere on solar constant : From the runaway greenhouse to the snowball states2006

    • Author(s)
      M., Ishiwatari
    • Journal Title

      J. Geophys. Res Vol. 112, No.13

      Pages: 13120-13120

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] SPMODEL Development Group, 2006 : SPMODEL : A series of Hierarchical Spectral Models for Geophysical Fluid Dynamics2006

    • Author(s)
      S., Takehiro
    • Journal Title

      Nagare, 25, Nagare Multimedia

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Zonal current formation in two-dimensional turbulence on a rotating hemisphere and its dependence on boundary conditions2006

    • Author(s)
      Y., Taniguchi
    • Journal Title

      Fluid Dynamics Research Vol. 38, No.8

      Pages: 550-563

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Stability of westward intensified flow on a rotating Hemisphere2006

    • Author(s)
      Y., Taniguchi
    • Journal Title

      Theoretical and Applied Mechanics 55

      Pages: 209-220

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Zonal current formation in two-dimensional turbulence on a rotating hemisphere and its dependence on boundary conditions2006

    • Author(s)
      Y.Taniguchi
    • Journal Title

      Fluid Dynamics Research 38-8

      Pages: 550-563

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Stability of westward intensified flow on a rotating hemisphere2006

    • Author(s)
      Y.Taniguchi
    • Journal Title

      Theoretical and Applied Mechanics 55

      Pages: 209-220

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Wavelets : Applications2006

    • Author(s)
      M.Yamada
    • Journal Title

      Encyclopedia of Mathematical Sciences (Elsevier)

      Pages: 420-426

    • Related Report
      2006 Annual Research Report
  • [Journal Article] SPMODEL : A Series of Hierarchical Spectral Models for Geophysical Fluid Dynamics2006

    • Author(s)
      S.Takehiro
    • Journal Title

      Nagare Multimedia, http://www.nagare.or.jp/mm/2006/index_en_htm

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Static stability of the Jovian atmospheres estimated from moist Adiabatic profiles2006

    • Author(s)
      K.Sugiyama
    • Journal Title

      Geophys.Res.Lett. 33-3

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Spontaneous formation of zonal currents in two-dimensional Navier-Stokes flow on a rotating hemisphere2005

    • Author(s)
      Y. Taniguchi
    • Journal Title

      Theoretical and Applied Mechanics 54

      Pages: 281-288

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Spontaneous formation of zonal currents in two-dimensional Navier-Stokes flow on a rotating hemisphere2005

    • Author(s)
      Y., Taniguchi
    • Journal Title

      Theoretical and Applied Mechanics 54

      Pages: 281-288

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Spontaneous formation of zonal currents in two-dimensional Navier-Stokes flow on a rotating hemisphere.2005

    • Author(s)
      Y.Taniguchi
    • Journal Title

      Theoretical and Applied Mechanics Japan 54

      Pages: 281-288

    • Related Report
      2005 Annual Research Report
  • [Journal Article] 高速に回転する球面上の2次元減衰性乱流2005

    • Author(s)
      竹広 真一
    • Journal Title

      ながれ(日本流体力学会) 24

      Pages: 277-277

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Wavelets : Applications, effects and implications2005

    • Author(s)
      M.YAMADA
    • Journal Title

      Encyclopedia of Mathematical Physics(Elsevier) (To appear)

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Asymmetrization of Jet Profiles in beta-plane turbulnece2005

    • Author(s)
      J.Hasegawa
    • Journal Title

      Proceedings of IUTAM Symposium 2004 'Elementary Vortices and Coherent Structures' (to appear)

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Balance regimes for the stability of a jet in f-plane shallow water system2005

    • Author(s)
      N.Sugimoto
    • Journal Title

      Fluid Dynamics Research (to appear)

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Synchronised Similar Triangles for Three Body Orbit with Zero Angular Momentum2004

    • Author(s)
      T. Fujiwara
    • Journal Title

      J. Phys. A: Math. Gen. 37

      Pages: 10571-10584

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Initial Development of Tropical Precipitation Patterns in Response to a Local Warm SST Area: An Aqua-Planet Ensemble Study2004

    • Author(s)
      K. Nakajima
    • Journal Title

      J. Meteorol. Soc. Japan 82

      Pages: 1483-1504

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Synchronised Similar Triangles for Three-Body Orbit with Zero Angular Momentum2004

    • Author(s)
      T., Fujiwara
    • Journal Title

      J.Phys.A : Math.Gen 37

      Pages: 10571-10584

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Initial Development of Tropical Precipitation Patterns in Response to a Local Warm SST Area : An Aqua-Planet Ensemble Study2004

    • Author(s)
      K., Nakajima
    • Journal Title

      J. Meteorol. Soc. Japan 82

      Pages: 1483-1504

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Synchronised Similar Triangles for Three-Body Orbit with Zero Angular Momentum2004

    • Author(s)
      T.Fujiwara
    • Journal Title

      J.Phys.A : Math.Gen. 37

      Pages: 10571-10584

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Initial Development of Tropical Precipitation Patterns in Response to a Local Warm SST Area : An Aqua-Planet Ensemble Study2004

    • Author(s)
      K.Nakajima
    • Journal Title

      J.Meteorol.Soc.Japan 82

      Pages: 1483-1504

    • Related Report
      2004 Annual Research Report
  • [Journal Article] A parameter sweep experiment on topographic effects on the Annular variability2004

    • Author(s)
      S.Nishizawa
    • Journal Title

      J.Meteorol.Soc.Japan 82

      Pages: 879-893

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Zonal current formation in two-dimensional turbulence on a rotating hemisphere and its dependence on boundary conditions.

    • Author(s)
      Y.Taniguchi
    • Journal Title

      Fluid Dynamics Research Submitted

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Stability of westward intensified flow on a rotating hemisphere.

    • Author(s)
      Y.Taniguchi
    • Journal Title

      Theoretical and Applied Mechanics Japan. Submitted

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Circumpolar jets emerging in two-dimensional non-divergent Decaying turbulence on a rapidly rotating sphere.

    • Author(s)
      S.Takehiro
    • Journal Title

      Fluid Dynamics Research Submitted

    • Related Report
      2005 Annual Research Report
  • [Presentation] 2D Navier-Stokes flow on a rotating sphere2008

    • Author(s)
      M. Yamada
    • Organizer
      京都大学数理解析研究所合宿セミナー「数理流体力学:抽象論と計算力学的手法の融合」
    • Place of Presentation
      Kobe Institute
    • Year and Date
      2008-03-18
    • Related Report
      2007 Annual Research Report
  • [Presentation] 2D Navier-Stokes flow on a rotating sphere2008

    • Author(s)
      M. Yamada
    • Organizer
      数理流体力学:抽象論と計算力学的手法の融合
    • Place of Presentation
      オックスフォード大学 神戸Inst
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] 2D Navier-Stokes flow on a rotating sphere2008

    • Author(s)
      M., Yamada
    • Organizer
      Mathematical Fluid Dynamics
    • Place of Presentation
      Kobe
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Unstable periodic orbits of a shell model turbulence2007

    • Author(s)
      Y. Saiki
    • Organizer
      WISER Alfven 2007 Conference
    • Place of Presentation
      Warsaw, Poland
    • Year and Date
      2007-09-17
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Unstable periodic orbits of a shell model turbulence2007

    • Author(s)
      Y., Saiki
    • Organizer
      WISER Alfven 2007Conference, Poland
    • Place of Presentation
      Warsaw
    • Year and Date
      2007-09-17
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Statistical Properties of Unstable Periodic Orbits in Some Chaotic Systems2007

    • Author(s)
      Y. Saiki
    • Organizer
      9th Japan-Slovenia Seminar on Nonlinear Science
    • Place of Presentation
      Osaka, Japan
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Statistical Properties of Unstable Periodic Orbits in Some Chaotic Systems2007

    • Author(s)
      Y., Saiki
    • Organizer
      9th Japan-Slovenia Seminar on Nonlinear Science
    • Place of Presentation
      Osaka
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] On the Circumpolar Flows Energing in Two-Dimensional Barotropic Decaying Turbulence on a Rapidly Rotating Sphere2006

    • Author(s)
      S. Takehiro
    • Organizer
      Chapman Conference on Jets and Annular Strucetures in Geophysical Fluids
    • Place of Presentation
      Savannah, GA, USA
    • Year and Date
      2006-01-12
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] On the Circumpolar Flows Emerging in Two-Dimensional Barotoropic Decaying Turbulence on a Rapidly Rotating Sphere2006

    • Author(s)
      S., Takehiro
    • Organizer
      Chapman Conference on Jets and Annular Strucutres in Geophysical Fluid Savannah
    • Place of Presentation
      USA
    • Year and Date
      2006-01-12
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Chaotic properties of a shell model turbulence2006

    • Author(s)
      M. Yamada,
    • Organizer
      The sixth International Workshop on Nonlinear Waves and Turbulence in Space Plasmas
    • Place of Presentation
      Fukuoka, Japan
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Rossby waves and acceleration-deceleration of jets on a sphere or in a spherical shell2006

    • Author(s)
      Y. -Y. Hayashi
    • Organizer
      Chapman Conference on Jets and Annular Strucutres in Geonhysical Fluid
    • Place of Presentation
      Savannah, USA
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Spontaneous zonal current in two dimensional turbulence on a rotating hemisphere2006

    • Author(s)
      Y. Taniguchi
    • Organizer
      Chapman Conference on Jets and Annular Strucetures in Geophysical Fluids
    • Place of Presentation
      Savannah, GA, USA
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Chaotic properties of a shell model turbulence2006

    • Author(s)
      M., Yamada
    • Organizer
      The sixth International Workshop on Nonlinear Waves and Turbulence in Space Plasmas
    • Place of Presentation
      Fukuoka
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Rossby waves and acceleration-deceleration of jets on a sphere or in a spherical shell2006

    • Author(s)
      Y.-Y., Hayashi
    • Organizer
      Chapman Conference on Jets and Annular Strucutres in Geophysical Fluid Savannah
    • Place of Presentation
      USA
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Spontaneous zonal current in two dimensional turbulence on a rotating hemisphere2006

    • Author(s)
      Y., Taniguchi
    • Organizer
      Chapman Conference on Jets and Annular Strucutres in Geophysical Fluid Savannah
    • Place of Presentation
      USA
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Book] 数学のたのしみ,ウェーブレット解析の展開(ウェーブレットと乱流)2004

    • Author(s)
      山田道夫(共著)
    • Total Pages
      192
    • Publisher
      日本評論社
    • Related Report
      2004 Annual Research Report

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

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