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Development of Crop production index and observation of reflectance spectrum on rice plant under water stress using controlled chamber - Development of monitoring method for rice production in China and India using satellites -

Research Project

Project/Area Number 14390055
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field 広領域
Research InstitutionMATSUE NATIONAL COLLEGE OF TECHNOLOGY

Principal Investigator

KANEKO Daijiro  MATSUE NATIONAL COLLEGE OF TECHNOLOGY, Dept. of Civil and Environmental Engineering, Professor, 環境・建設工学科, 教授 (20177520)

Co-Investigator(Kenkyū-buntansha) TATEISHI Ryutaro  Chiba University, Center for Environmental Remote Sensing, Professor, 環境リモートセンシングセンター, 教授 (90114545)
OHNISHI Masao  Shimane University, Faculty of life and Environmental Science, Associate Professor, 生物資源科学部, 助教授 (80185339)
ISHIYAMA Takashi  Chiba University, Center for Environmental Remote Sensing, Research Associate, 環境リモートセンシングセンター, 助手 (00110289)
Project Period (FY) 2002 – 2004
Project Status Completed (Fiscal Year 2004)
Budget Amount *help
¥5,900,000 (Direct Cost: ¥5,900,000)
Fiscal Year 2004: ¥700,000 (Direct Cost: ¥700,000)
Fiscal Year 2003: ¥2,100,000 (Direct Cost: ¥2,100,000)
Fiscal Year 2002: ¥3,100,000 (Direct Cost: ¥3,100,000)
Keywordscrop production / monitoring / early warning / photosynthetic crop production index / Remote Sensing / vegetation index / rice / China・India / 世界気象データ / 水ストレス / NDVI
Research Abstract

This research aims to develop a remote sensing method of monitoring grain production in the early stages of crop growth in Japan and China. It is important to oversee the quantity of grain in production at an early stage in order to raise the alarm well in advance if a poor harvest is looming, especially in view of the rapid population increase in Asia and the long-term squeeze on water resources. Methods for monitoring cereal production have so far incorporated indices of accumulating atmospheric air temperature or vegetation Index NDVI in addition to precipitation data. However, the new era of water restriction caused by rapid population increase needs for photosynthetic model considering the effects of solar radiation and water stress effects in the regional crop production model. Grain production monitoring would allow orderly crisis management to maintain food security in Japan, which is far from producing enough grain for its own population. We propose a photosynthesis-based crop … More production index CPI that takes into account all of : solar radiation, effective air temperature, vegetation biomass, the effect of temperature on photosynthesis by leaves of grain plants, low-temperature sterility, and high-temperature injury. These later factors, which extend the model of Rasmussen, are significant around the heading period of crops.
The proposed photosynthesis-based crop production index CPI has accurately predicted the rice yield and the Japanese Crop Situation Index at ten monitoring sites in eight years, including the worst yield in the last 15 years.
Special emphasis is placed on rice production because of the demand for abundant irrigation in paddy fields.
The research reports the measurement of reflectance spectrum of rice plant leaves in a controlled chamber to include the effect of water shortage. The applicability of water stress indices of SRWI (Simple Ratio Water Index) and NDWI(Normalized Difference Water Stress) using shortwave-infrared reflectance is discussed for the future application of MODIS and ASTER. After the validation of the Crop Production Index in paddy fields of whole Japan, the photosynthesis type of Crop production index is applied to China using solar radiation derived from Japanese Geostationary satellite over Asia and NDVI from NOAA AVHRR for biomass along with World Weather data for daily climate condition for the computation of Crop Production Index. The estimation results are preliminary compared to the statistics of crop production in China. Less

Report

(4 results)
  • 2004 Annual Research Report   Final Research Report Summary
  • 2003 Annual Research Report
  • 2002 Annual Research Report
  • Research Products

    (42 results)

All 2005 2004 2003 2002 Other

All Journal Article (35 results) Publications (7 results)

  • [Journal Article] Early warning method for rice production using remote sensing and meteorological data - Photosynthetic Crop Production Index -2005

    • Author(s)
      Kaneko, D., Itohara, T., Ohnishi, M., Ishiyama, T.
    • Journal Title

      Sustainable Planning 2005 2

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] GMS日射量と世界気象データを用いた光合成型穀物生産指標の中国への試験的適用2005

    • Author(s)
      金子大二郎, 糸原俊広
    • Journal Title

      システム農学会2005年度春季シンポジウム・一般研究発表会要旨集 2005

      Pages: 68-69

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] 穀物収量モデルのための水稲葉面スペクトルの測定と水ストレス指標の検討2005

    • Author(s)
      金子大二郎
    • Journal Title

      水文・水資源学会2005年研究発表会要旨集 2005

    • NAID

      130004627565

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] 穀物生産指標CPIと水ストレス観測2005

    • Author(s)
      金子大二郎
    • Journal Title

      第7回CEReS環境リモートセンシングシンポジウム資料 7

      Pages: 54-62

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Early warning method for rice production using remote sensing and meteorological data - Photosynthetic Crop Production Index -2005

    • Author(s)
      Kaneko.D, Ohnishi.M, Ishiyama.T, Tateishi.R
    • Journal Title

      Sustainable Planning 2005, Bologna, Italy (accepted.)

      Pages: 10-10

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Preliminary application of photosynthesis type of Crop production index using Global solar radiation derived from geostationary satellite2005

    • Author(s)
      Kaneko.D, Itohara.T
    • Journal Title

      Proceedings of 2005 Spring Symposium and Conference of the Japanese Agricultural Systems Society

      Pages: 68-69

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Measurement of reflectance spectrum of rice plant leaves for a crop production model and applicability of water stress indices2005

    • Author(s)
      Kaneko.D
    • Journal Title

      Proceedings of 2005 Annual Conference, Japan Society of Hydrology and Water Resources

      Pages: 2-2

    • NAID

      130004627565

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Crop Production index and measurement of water stress2005

    • Author(s)
      Kaneko.D
    • Journal Title

      Proceedings of the 7^<th> CEReS Symposium on Remote Sensing for Environment (Chiba University)

      Pages: 54-62

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] 穀物生産指標CPIと水ストレス観測2005

    • Author(s)
      金子大二郎
    • Journal Title

      第7回CEReS環境リモートセンシングシンポジウム資料集 7(printing)

      Pages: 7-7

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Modeling of a photosynthetic crop production index for early warning using NDVI and Meteorological data2004

    • Author(s)
      金子大二郎
    • Journal Title

      Proceedings of SPIE, Remote Sensing for Agriculture, Ecosystems, and Hydrology VI, 11th SPIE International Symposium on Remote Sensing VI

      Pages: 1-10

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Proposal of a photosynthesis type of crop yield index for monitoring crop production in China and India in the era of water resource2004

    • Author(s)
      Kaneko, D., Ohnishi, M., Ishiyama, T., Tateishi, R.
    • Journal Title

      Proceedings of the 4th International Crop Science Congress, Brisbane, Australia 4(printing)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Modeling of the photosynthetic crop production index CPI using meteorological data and NDVI2004

    • Author(s)
      Kaneko, D., Ohnishi, M., Ishiyama, T., Tateishi, R.
    • Journal Title

      International Journal of Remote Sensing January 2004(2^<nd> reviewing)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] NDVIを用いた光合成モデルによる水稲のCO2固定量とCH4放出の検討2004

    • Author(s)
      金子大二郎
    • Journal Title

      土木学会,第32回環境システム研究論文発表会講演集 32

      Pages: 133-139

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Annual Research Report 2004 Final Research Report Summary
  • [Journal Article] 穀物生産指標のための水稲生育量の標準化とEPICモデルの検討2004

    • Author(s)
      金子大二郎
    • Journal Title

      システム農学会シンポジウム・一般研究発表会要旨集 2004年度春季

      Pages: 89-90

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Annual Research Report 2004 Final Research Report Summary
  • [Journal Article] Modeling of a photosynthetic crop production index for early warning using NDVI and Meteorological data2004

    • Author(s)
      Kaneko.D, Ohnishi.M, Ishiyama.T, Tateishi.R
    • Journal Title

      Proceedings of SPIE, Remote Sensing for Agriculture, Ecosystems, and Hydrology VI, 11th SPIE International Symposium on Remote Sensing, Gran Canaria, Spain

      Pages: 1-10

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Proposal of a photosynthesis type of crop yield index for monitoring crop production in China and India in the era of water resource restriction2004

    • Author(s)
      Kaneko.D, Ohnishi.M, Ishiyama.T, Tateishi.R
    • Journal Title

      4th International Crop Science Congress, 4 January 2004 contribution, October 2004, Brisbane, Australia

      Pages: 4-4

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Evaluation of CO2 fixation and CH4 emission in paddy fields by a photosynthesis model using NDVI2004

    • Author(s)
      Kaneko.D
    • Journal Title

      Proceedings of 32nd Annual Meeting of Environmental systems Research

      Pages: 133-139

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Standardization of rice plant growth for crop production index and discussion on EPIC model2004

    • Author(s)
      Kaneko.D
    • Journal Title

      Proceedings of 2004 Spring Symposium and Conference of the Japanese Agricultural Systems Society

      Pages: 89-90

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Modeling of a photosynthetic crop production index for early warning using NDVI and Meteorological data2004

    • Author(s)
      Kaneko, D., Ohnishi, M., Ishiyama, T., Tateishi, R.
    • Journal Title

      Proceedings of SPIE Remote Sensing for Agriculture, Ecosystems, and Hydrology, Maspalomas, Gran Canaria, Spain VI

      Pages: 1-10

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Proposal of a photosynthesis type of crop yield index for monitoring crop production in China and India in the era of water resource restriction2004

    • Author(s)
      Kaneko, D., Ohnishi, M., Ishiyama, T., Tateishi, R.
    • Journal Title

      Proceedings of the 4th International Crop Science Congress, Brisbane, Australia 4(printing)

      Pages: 4-4

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Crop production monitoring by a photosynthesis-based index using meteorological data and NDVI2003

    • Author(s)
      Kaneko, D.
    • Journal Title

      Proceedings of The CEReS International Symposium on Remote Sensing, -Monitoring of Environmental Change in Asia, Center for Environmental Remote Sensing, Chiba University, Japan. 2004

      Pages: 29-36

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] 水資源制約時代における中国・インドの穀物生産量モニタリング法の提案2003

    • Author(s)
      金子大二郎, 大西政夫
    • Journal Title

      土木学会,環境システム論文集 31

      Pages: 235-244

    • NAID

      130003948934

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] 植生指標NDVIと気象データによる穀物の作況監視指標のモデリング-中国・インドの穀物生産量モニタリング-2003

    • Author(s)
      金子大二郎, 大西政夫
    • Journal Title

      日本作物学会紀事 (72,別号2)

      Pages: 92-93

    • NAID

      110001725755

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] 水資源制約時代における光合成型穀物生産指標と低温不稔・高温障害に関するモデル化2003

    • Author(s)
      金子大二郎
    • Journal Title

      水文・水資源学会2003年研究発表会要旨集 2003

      Pages: 82-83

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] 衛星データと世界気象データによる光合成型穀物生産指標のモデリング,-中国・インドの穀物生産量のモニタリング-2003

    • Author(s)
      金子大二郎
    • Journal Title

      システム農学会2003年度春季シンポジウム・一般研究発表会要旨集 2003

      Pages: 71-72

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Proposal of early monitoring method for crop production in China and India in the present era of water resources restriction2003

    • Author(s)
      Kaneko.D, Ohnishi.M
    • Journal Title

      Environmental Systems Research 31

      Pages: 235-244

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Modeling on indices for monitoring crop production using meteorological data and Vegetation Index NDVI2003

    • Author(s)
      Kaneko.D, Ohnishi.M
    • Journal Title

      Japanese Journal of crop science Extra issue 2 72

      Pages: 92-93

    • NAID

      110001725755

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Modeling of low temperature sterility and high temperature injury for photosynthetic crop production index in the era of water resources restriction2003

    • Author(s)
      Kaneko.D
    • Journal Title

      Proceedings of 2005 Annual Conference, Japan Society of Hydrology and Water Resources

      Pages: 82-83

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Modeling of photosynthesis type of crop production index using satellite and world weather data - Crop production monitoring in China and India2003

    • Author(s)
      Kaneko.D
    • Journal Title

      Proceedings of 2003 Spring Symposium and Conference of the Japanese Agricultural Systems Society

      Pages: 71-72

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] 植生指標NDVIを考慮した光合成型穀物生産指標によるモニタリング法-衛星と世界気象データを用いた中国・インドの穀物生産量の早期監視法-2002

    • Author(s)
      金子大二郎, 大西政夫
    • Journal Title

      システム農学会2002年度秋季シンポジウム・研究発表会要旨集 2002

      Pages: 71-72

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] 世界気象データによる全天日射量の推定-衛星を用いた穀物生産量のモニタリング-,第6回水資源に関するシンポジウム2002

    • Author(s)
      金子大二郎
    • Journal Title

      第6回水資源に関するシンポジウム 6

      Pages: 677-682

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] A monitoring method by photosynthetic production index considered vegetation Index NDVI, - Early monitoring method for crop production in China and India using world weather data and satellites2002

    • Author(s)
      Kaneko.D
    • Journal Title

      Proceedings of 2002 Autumn Symposium and Conference of the Japanese Agricultural Systems Society

      Pages: 71-72

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Estimation of global radiation using world weather data for early monitoring for crop production by satellites2002

    • Author(s)
      Kaneko.D
    • Journal Title

      The 6th Symposium on Water Resources, Tokyo, Science Council of Japan ; (Japan Society of Civil Engineering, Meteorological Society of Japan, Japan Society of Water Environment, Japanese Forestry Society, Japan Society of Hydrology and Water Resources)

      Pages: 677-682

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Modeling of the photosynthetic crop production index CPI using meteorological data and NDV

    • Author(s)
      Kaneko.D, Ohnishi.M, Ishiyama.T, Tateishi.R
    • Journal Title

      International Journal of Remote Sensing, January 2004, second reviewing.

      Pages: 18-18

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Crop production monitoring by a photosynthesis-based index using meteorological data and NDVI

    • Author(s)
      Kaneko.D
    • Journal Title

      Proceedings of The CEReS International Symposium on Remote Sensing, -Monitoring of Environmental Change in Asia-, December 16-17, 2003, Center for Environmental Remote Sensing, Chiba University, Japan.

      Pages: 29-36

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Publications] Kaneko, D.: "Crop production monitoring by a photosynthesis-based index using meteorological data and NDVI"Proceedings of The CEReS International Symposium on Remote Sensing, -Monitoring of Environmental Change in Asia-. 29-36 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] 金子大二郎, 大西政夫: "水資源制約時代における中国・インドの穀物生産量モニタリング法の提案"土木学会,環境システム論文集. 31. 235-244 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] 金子大二郎・大西政夫: "植生指標NDVIと気象データによる穀物の作況監視指標のモデリング-中国・インドの穀物生産量モニタリング-"日本作物学会記事,第216回日本作物学会講演会要旨・資料集. 第72巻, 別号2. 92-93 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] 金子大二郎: "水資源制約時代における光合成型穀物生産指標と低温不稔・高温障害に関するモデル化"水文・水資源学会2003年研究発表会要旨集. 82-83 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] 金子大二郎: "衛星データと世界気象データによる光合成型穀物生産指標のモデリング,-中国・インドの穀物生産量のモニタリング-"システム農学会2003年度春奉シンポジウム・一般研究発表会要旨集. 71-72 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] 金子大二郎: "植生指標NDVIを考慮した光合成型穀物生産指標によるモニタリング法,-衛星と世界気象データを用いた中国・インドの穀物生産量の早期監視法-"システム農学会2002年度秋季シンポジウム・研究発表会要旨集. 2002. 71-72 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] 金子大二郎, 大西政夫: "世界気象データによる全天日射量の推定-衛星を用いた穀物生産量のモニタリング-"第6回水資源に関するシンポジウム. 6. 677-682 (2002)

    • Related Report
      2002 Annual Research Report

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

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