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Development of an Algorithm for Precipitation over the Global Land by Using Space-based Microwave Radiometer

Research Project

Project/Area Number 14350263
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field 水工水理学
Research InstitutionThe University of Tokyo

Principal Investigator

KOIKE Toshio  The University of Tokyo, Graduate School of Engineering, Professor, 大学院・工学系研究科, 教授 (30178173)

Co-Investigator(Kenkyū-buntansha) HAGINOYA Shigenori  Japan Meteorological Agency, Meteorological Research Institute, Chief researcher, 物理気象研究部, 主任研究官
Project Period (FY) 2002 – 2003
Project Status Completed (Fiscal Year 2003)
Budget Amount *help
¥14,800,000 (Direct Cost: ¥14,800,000)
Fiscal Year 2003: ¥3,600,000 (Direct Cost: ¥3,600,000)
Fiscal Year 2002: ¥11,200,000 (Direct Cost: ¥11,200,000)
KeywordsRemote sensing / Precipitation / Space-based observation / Water cycle / Microwave / Microwave radiometer
Research Abstract

This research targeted to develop bases for development of an algorithm for precipitation over the global land by using space-based microwave radiometers.
To monitor the land. surface emissivity and land land surface temperature as the boundary conditions of the radiative transfer model in atmosphere effectively, an algorithm for the Advanced Microwave Scanning Radiometers (AMSR & AMSR-E) launched in 2002 was developed in this research. A physically based radiative transfer model was developed by considering the effects of extinction in soil layer and absorption and radiation in vegetation layer at first. Then, a retrieval algorithm by using the satellite sensor data. A good accuracy of the algorithm is obtained through the algorithm validation in the Mongolia reference site of the Coordinated Enhanced Observation Project (CEOP). Consequently, a soil moisture data set is generated in Mongolia by applying the algorithm to the AMSR-E.
As the second step, an algorithm for retrieval of the atmospheric parameters 'integrated cloud liquid water content' and 'snow rate' was developed using a microwave radiative transfer model and its application to experiment data obtained during the AMSR/AMSR-E validation campaign in Fukui in January 2003. Starting from the insights gathered from the separation of the four components of radiative transfer, further calculations were carried out, in order to obtain relations between the brightness temperatures at different frequencies -which are either in use on current satellite platforms or were used during the Fukui-experiment -and the atmospheric parameters to be observed. Based on these results, a basic algorithm was developed and applied to experiment data. The comparison with ground based gauge data shows good agreement for some cases while there seems to be no correlation between the two methods in others.

Report

(3 results)
  • 2003 Annual Research Report   Final Research Report Summary
  • 2002 Annual Research Report
  • Research Products

    (21 results)

All Other

All Publications (21 results)

  • [Publications] Yang, K., T.Koike, H.Fujii, K.Tamagawa, N.Hirose: "Improvement of Surface Flux Parameterizations with a Turbulence-Related Length"Quarterly journal of the Royal Meteorological Society. Part B・No.584. 2073-2088 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Hirose, N, T.Koike, H, Ishidaira: "Study on Spatially averaged Evaporation under Soil Moisture Heterogeneity Affected by Permafrost Micro-topography"Journal of Meteorological Society Japan. 80・2. 191-203 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Yang, K., T.Koike, D.Yang: "Surface Flux Parameterization in the Tibetan Plateau"Boundary-layer Meteorology. 106・2. 245-262 (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] M.Pathmathevan, T.Koike, X.Li: "A New Satellite Based Data Assimilation Algorithm to Determine Spatial and Temporal Variations of Soil Moisture and Temperature Profiles"Journal of the Meteorological Society of Japan. 81・5. 1111-1135 (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] M.Pathmathevan, T.Koike, X.Li, H.Fujii: "A simplified land data assimilation scheme and its application to soil moisture experiments in 2002 (SMEX02)"Water Resource Researches. 39・12. 1341 (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] T.Graf., T.Koike, K.Nishimura: "Correcting Solid Precipitation Data From Gauge Observations Using Passive Microwave Brightness Temperature Data."水工学論文集. 48・2. 259-264 (2004)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] P.Koudelova, T.Koike.: "Estimation of Rainfall Pate In Eastern Tibet Using Ground-Based Radar Observations : Method Development"水工学論文集. 48・2. 271-276 (2004)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Yang, K., T.Koike, H.Fujii, K.Tamagawa, N.Hirose: "Improvement of Surface Flux Parameterizations with a Turbulence-Related Length"Quarterly journal of the Royal Meteorological Society. Part B・No.584. 2073-2088 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Hirose, N, T.Koike, H, Ishidaira: "Study on Spatially averaged Evaporation under Soil Moisture Heterogeneity Affected by Permafrost Micro-topography"Journal of Meteorological Society Japan. Vol.80・No.2. 191-203 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Yang, K., T.Koike, D.Yang: "Surface Flux Parameterization in the Tibetan Plateau"Boundary-layer Meteorology. Vol.106・No.2. 245-262 (2003)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] M.Pathmathevan, T.Koike., X.Li: "A New Satellite Based Data Assimilation Algorithm to Determine Spatial and Temporal Variations of Soil Moisture and Temperature Profiles"Journal of the Meteorological Society of Japan. Vol.81・No.5. 1111-1135 (2003)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] M.Pathmathevan, T.Koike., X.Li., H.Fujii: "A simplified land data assimilation scheme and its application to soil moisture experiments in 2002 (SMEX02)"Water Resource Researches. Vol.39・No.12. 1341 (2003)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] T.Graf., T.Koike, K.Nishimura: "Correcting Solid Precipitation Data From Gauge Observations Using Passive Microwave Brightness Temperature Data"Annual Journal of Hydraulic Engineering, JSCE. Vol.48・No.2. 259-264 (2004)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] P.Koudelova, T.Koike.: "Estimation of Rainfall Pate In Eastern Tibet Using Ground-Based Radar Observations Method Development"Annual Journal of Hydraulic Engineering, JSCE. Vol.48・No.2. 271-276 (2004)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] T.Graf, T.Koike, K.Nishimura: "Correcting Solid Precipitation Data From Gauge Observations Using Passive Microwave Brightness Temperature Data"水工学論文集. 48・2. 259-264 (2004)

    • Related Report
      2003 Annual Research Report
  • [Publications] P.Koudelova, T.Koike: "Estimation of Rainfall Pate In Eastern Tibet Using Ground-Based Radar Observations : Method Development"水工学論文集. 48・2. 271-276 (2004)

    • Related Report
      2003 Annual Research Report
  • [Publications] M.Pathmathevan, T.Koike, X.Li: "A New Satellite Based Data Assimilation Algorithm to Determine Spatial and Temporal Variations of Soil Moisture and Temperature Profiles"Journal of the Meteorological Society of Japan. 81・5. 1111-1135 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] M.Pathmathevan, T.Koike, X.Li, H.Fujii: "A simplified land data assimilation scheme and its application to soil moisture experiments in 2002 (SMEX02)"Water Resource Researches. 39・12. 1341 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] Yang, K., T.Koike, H.Fujii, K.Tamagawa, N.Hirose: "Improvement of Surface Flux Parameterizations with a Turbulence-Related Length"Quarterly journal of the Royal Meteorological Society. Part B・No.584. 2073-2088 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] Hirose, N, T.Koike, H.Ishidaira: "Study on Spatially averaged Evaporation under Soil Moisture Heterogeneity Affected by Permafrost Micro-topography"Journal of Meteorological Society Japan. 80・2. 191-203 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] Yang, K., T.Koike, D.Yang: "Surface Flux Parameterization in the Tibetan Plateau"Boundary-layer Meteorology. 106・2. 245-262 (2003)

    • Related Report
      2002 Annual Research Report

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Published: 2002-04-01   Modified: 2016-04-21  

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