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Studies on four-dimensional satellite data assimilation and climate variability using numerical models

Research Project

Project/Area Number 08241106
Research Category

Grant-in-Aid for Scientific Research on Priority Areas

Allocation TypeSingle-year Grants
Research InstitutionThe University of Tokyo

Principal Investigator

KIMOTO Masahide  Center for Climate System Research, University of Tokyo, Associate Professor, 気候システム研究センター, 助教授 (30262166)

Co-Investigator(Kenkyū-buntansha) WAKATA Yoshinobu  Research Institute for Applied Mechanics, Kyushu University, Professor, 応用力学研究所, 教授 (90201871)
IKEBUCHI Shuichi  Disaster Prevention Research Institute, Kyoto University, Professor, 防災研究所, 教授 (20026181)
SUMI Akimasa  Center for Climate System Research, University of Tokyo, Professor, 気候システム研究センター, 教授 (10179294)
SATOMURA Takehiko  Department of Physics, Faculty of Science, Kyoto University, Associate Professor, 大学院・理学研究科, 助教授 (20273435)
RIKU Binkou  Nagaoka University of Technology, Associate Professor, 工学部, 助教授 (80240406)
Project Period (FY) 1996 – 1998
Project Status Completed (Fiscal Year 1999)
Budget Amount *help
¥48,000,000 (Direct Cost: ¥48,000,000)
Fiscal Year 1998: ¥20,000,000 (Direct Cost: ¥20,000,000)
Fiscal Year 1997: ¥13,000,000 (Direct Cost: ¥13,000,000)
Fiscal Year 1996: ¥15,000,000 (Direct Cost: ¥15,000,000)
Keywordssatellite data / climate model / four-dimensional data assimiation
Research Abstract

Researches have been conducted on utilization of satellite data, on the development of numerical models and data assimilation methods for various climate subsystems, and on a better description of continental-scale water and energy flows. Major results are summarized as follows.
-Algorithm for building the global river routine model has been automated, enabling flexible setup of the model. The model performance has been verified by river outflow data.
-A land-surface model capable of computing CO2 fluxes has been coupled to an atmospheric general circulation model. The seasonal cycle of atmospheric CO2 has been successfully reproduced.
-A data assimilation scheme using Kalman filtering has been developed for a coupled vegetation-land surface model.
-A numerical experiment has been conducted to assess impact of actual and potential vegetation distributions to climate, the vegetation data sets being produced by the vegetation subgroup of this research project. The results are sensitive to al … More bedo, i.e., reflectance of the vegetation for solar insolation. It has been recognized that for a more credible assessment of the vegetation-atmosphere interactions, further sensitivity tests are necessary for land hydrology and convection schemes and horizontal resolution of the atmospheric model.
-Impact of micro wave imager data on atmospheric data assimilation has been assessed. It has been found that improvements in water vapor fields contributes significantly to short-range precipitation forecasts.
-Results of a cloud-resolving model has been utilized to validate parameterization schemes of convective clouds used in global circulation models. It is found that better representations of vertical redistribution of water vapor are demanded.
-A 1-degree-by-1-degree gridded data set of monthly global ocean subsurface temperature (0-500m depths) between the years 1950 and 1997 has been produced using a three-dimensional variational analysis scheme with an error estimation algorithm. The data set is valuable for analyses of decadal climate variability.
-A system for assimilating upper-ocean subsurface temperature and satellite altimeter data into a general circulation model has been developed. The satellite data contributes significantly to the depiction of subtropical Rossby wave activities.
-The continental-scale water and energy budgets have been re-evaluated by combining satellite estimates and atmospheric reanalysis data sets. Reduction in erroneous residuals has been found, thanks to increased accuracy in the reanalysis data sets. For a more accurate estimate, better understandings of cloud radiative effects, water circulations, and so on are necessary.
-The role of ocean-atmosphere coupling in the formation of tropical climate has been clarified. Less

Report

(4 results)
  • 1999 Final Research Report Summary
  • 1998 Annual Research Report
  • 1997 Annual Research Report
  • 1996 Annual Research Report
  • Research Products

    (43 results)

All Other

All Publications (43 results)

  • [Publications] Takata K.,M.Kimoto: "Impact of soil freezing on the continental-scale seasonal cycle simulated by a general circulation model"Yellowknife, N.W.T., Canada. 1035-1042 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] Aonashi K., K.-I.Kuma,Y.Matsushita: "A Physical Initialization Method for the Economical Prognostic Arakawa-Schubert Scheme"J.Meteor. Soc. Japan. 75. 597-618 (1997)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] Yatagai A.,T.Yasunari,A.Sumi: "Evaluation of ECMWF reanalysis data in terms of hydrological cycle"Proc.WCRP 1st Int. Conf. on Reanalysis, Maryland, U.S.A., Oct.27-31. 27-31. 109-112 (1997)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] Numaguti A.: "Origin and recycling processes of precipitating water vapor over the Eurasian continent: Experiments using an atmospheric general circulation model"J.Geophys. Res.. 104. 1957-1972 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] 馬淵和雄: "気候モデル用の陸面植生モデル(BAIM)について"日本生態学会誌. 47. 327-331 (1997)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] Xie S.-P,M.Seki: "Causes of equatorial asymmetry in sea surface temperature over the eastern Pacific"Geophys. Res. Lett.. 24. 2581-2584 (1997)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] Koki IWAO, Taizo YAMAMOTO and Ryosuke SHIBASAKI: "Automatic Database Develpment Methods for a Very Large Number of Satellite Images"Proceedings of 19th Asian Conference on Remote Sensing (ACRS), Manila, Philippines held on 16-20 November, F-7 1998. (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] Satya Priya Shibasaki, Ryosuke and Shiro Ochi: "Modling Spatial Crop Production : A GIS approach"Proceedings of 19th Asian Conference on Remote Sensing (ACRS), Manila, Philippines held on 16-20 Nov, 1998 held at Manila. A-9-1-A-9-6 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] Asako KONDA, Msatoshi YOKOTA, Taku NISHIJIMA, Koji KAJIWARA, Yoshiaki HONDA: "The Study on Generating of BRDF table set for Multi Channel Sensor"Proceedings of 19th ASIAN CONFERENCE on REMOTE SENSING. R-6. 1-6 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] Hirokazu YAMAMOTO, Koji KAJIWARA and Yoshiaki HONDA: "Study on the Mininum Representative Area on a Test Site, Workshop on THe Accuracy of Optical Thickness Derived from Lidar Observation"Proceedings of the International Symposium on The Atmospheric Crrection of Satellite Data and Its Application to Global Environment. 71-76 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] Kubota, M., T. Okamoto, K. Hirabayashi and H. Yokota: "Barotropic response of the North pacific to various wind forcings"J. Adv. Mar. Sci. Tech. Soc.. 4. 1-10 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] Kubota, M and H. Yokota: "Construction of surface wind stress fields with high temporal resolution by using ERS-1 scaterrometer data"J. Oceanography. 54. 247-256 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] Kubota, M. and M. Kawaguchi: "Mechanism of cold water regions observed in winter in the Indian Ocean"MAUSAM. 48. 645-656 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] Shibata, J. and M. Kubota: "Verification of surface wind speeds derived from satellite data"J. Fac. of Mar. Sci. and Tech. Tokai Univ.. 45. 85-111 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] Kubota, M. And S. Mitsumori: "Latent heat flux estimated by satellite data, In"Remote Sensing of the Pacific Ocean by Satellites, Ed.By R.A.Brown, Australian Press. 33-42 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] Kubota, M., H. Yokota, M. Suzuki, and Y. Kishimoto: "Assimilation of TOPEX/POSEIDON altimeter data in a reduced gravity model of the North Pacific"In : Remote Sensing of the Pacific Ocean by Satellites, Ed. By R. A. Brown, Australian Press. 241-247 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] Takako Sakurai-Amano, Yuko Sato, Shigeki Kobayashi, Mikio Takagi, Shuhei Okubo and Shigeo Yoshida: "Scene Feature Matcing Analysis of JERS-1 SAR Images"Proceedings of IGARSS'98. 1037-1039 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] Asanobu Kitamoto and Mikio Takagi: "Image Classification Using a Stochastic Model, Advances in Pattern Recognition(SPR'98)"Lecture Notes in Computer Science 1451, Springer. 630-639 (1988)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] Yuko Sato, Takako Sakurai-Amano, Mikio Takagi: "Simulation of JERS-1 SAR Images with Map Information, Science University of Tokyo"Proceedings of International Symposium on Remote Sensing, pp.207-212, Kwangju, Korea, Sept.. (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] Kondratyev, K. Ya., T. Nakajima, A. Sumi, and T. Tanaka: "Priorities of global change and the development of remote sensing in Japan"Int. J. Remote. Sens.. 19. 1259-1282 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] Nakajima, T., and A. Higurashi: "A use of two-channel radiances for an aerosol characterization from space"Geophys. Res. Lett.. 25. 3815-3818 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] Kokhanovsky, A.A., T. Nakajima, and E.P.Zege: "Physically based parameterizations of the short-wave radiative characteristics of weakly absorbing media : application to liquid-water clouds"Appl. Opt.. 37. 4750-4757 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] Takata,K.,and M.Kimoto: "Impact of soil freezing on the continental-scale seasonal cycle simulated by a general circulation model" Yellowknife,N.W.T.,Canada. 1035-1042 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] Aonashi,K.,K.-l.Kuma,and Y.Matsushita: "A Physical Initialization Method for the Economical Prognostic Arakawa-Schubert Scheme" J.Meteor.Soc.Japan. 75. 597-618 (1997)

    • Related Report
      1998 Annual Research Report
  • [Publications] Yatagai,A.,T.Yasunari,and A.Sumi: "Evaluation of ECMWF reanalysis data in terms of hydrological cycle" Proc.WCRP 1st Int.Conf.on Reanalysis,Maryland,U.S.A.,Oct.27-31. 27-31. 109-112 (1997)

    • Related Report
      1998 Annual Research Report
  • [Publications] Numaguti,A.: "Origin and recycling processes of precipitating water vapor over the Eurasian continent: Experiments using an atmospheric general circulation model" J.Geophys.Res.104. 1957-1972 (1999)

    • Related Report
      1998 Annual Research Report
  • [Publications] 馬淵和雄: "気候モデル用の陸面植生モデル(BAIM)について" 日本生態学会誌. 47. 327-331 (1997)

    • Related Report
      1998 Annual Research Report
  • [Publications] Xie,S.-P,and M.Seki: "Causes of equatorial asymmetry in sea surface temperature over the eastern Pacific" Geophys.Res.Lett.24. 2581-2584 (1997)

    • Related Report
      1998 Annual Research Report
  • [Publications] 木本 昌秀: "An ocean data assimilation system for climate monitoring" Journal of the Meteorological Society of Japan. 75. 471-487 (1997)

    • Related Report
      1997 Annual Research Report
  • [Publications] 青梨 和正: "A Physical Initialization Method for the Economical Prognostic Arakawa Schubert Scheme" Journal of the Meteorological Society of Japan. 75. 596-618 (1997)

    • Related Report
      1997 Annual Research Report
  • [Publications] 馬渕 和雄: "A biosphere-atmosphere interaction model(BAIM)and its primary verifications using grassland data" Papers in Meteorology and Geophysics. 47. 115-140 (1997)

    • Related Report
      1997 Annual Research Report
  • [Publications] 木本 昌秀: "数値モデルによる93/94年夏の異常天候についての一考察" 気象研究ノート. 189. 232-248 (1997)

    • Related Report
      1997 Annual Research Report
  • [Publications] 陸 旻皎: "衛星積雪面積情報と分布型融雪流出モデルを用いた広域降雪特性抽出の試み" 水工学論文集. 41(印刷中). (1997)

    • Related Report
      1997 Annual Research Report
  • [Publications] X.Shen, M.Kimoto, A.Sumi: "Role of land surface processes associated with interannual variability of broad-scale summer monsoon simulated by the CCSR/NIES AGCM" J.Meteor.Soc.Japan. 76(印刷中). (1998)

    • Related Report
      1997 Annual Research Report
  • [Publications] 木本 昌秀(共編): "Data Assimilation in Meteorology and Oceanography:Theory and Practice" Universal Academy Press, 386 (1997)

    • Related Report
      1997 Annual Research Report
  • [Publications] 木本昌秀: "An ocean data assimilation system for climate monitoring" Joumal of the Meteorological Society of Japan. 75(印刷中). (1997)

    • Related Report
      1996 Annual Research Report
  • [Publications] 木本昌秀: "数値予報から気候変動予測へ" パリティ. 12. 53-56 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] 田中賢治: "土地利用スケールと領域熱フラックスの関係" 京都大学防災研究所年報. 38. 317-331 (1995)

    • Related Report
      1996 Annual Research Report
  • [Publications] 田中賢治: "土地利用スケールと広域熱フラックスとの関係" 水工学論文集. 39. 159-164 (1995)

    • Related Report
      1996 Annual Research Report
  • [Publications] 陸旻皎: "衛星積雪面積情報と分布型融雪流出モデルを用いた広域降雪特性抽出の試み" 水工学論文集. 41(印刷中). (1997)

    • Related Report
      1996 Annual Research Report
  • [Publications] 青梨和正: "The impact of assimilating SSM/I precipitable water and rain flag data on humidity analysis and short-term precipitation forecasts" Journal of the Meteorological Society of Japan. 74. 77-99 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] 青梨和正: "An over-ocean precipitation retrieval using SSM/I multichannel brightness temperatures" Journal of the Meteorological Society of Japan. 74. 617-637 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] 青梨和正: "A Physical Initalization Method for the Economical Prognostic Arakawa Schubert Scheme" Journal of the Meteorological Society of Japan. 75(印刷中). (1997)

    • Related Report
      1996 Annual Research Report

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Published: 1996-04-01   Modified: 2019-02-15  

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