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Refinement of terrestrial carbon budget estimation in Asia through model-data intercomparison

Research Project

Project/Area Number 25281003
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypePartial Multi-year Fund
Section一般
Research Field Environmental dynamic analysis
Research InstitutionJapan Agency for Marine-Earth Science and Technology (2014-2015)
Fukushima University (2013)

Principal Investigator

ICHII Kazuhito  国立研究開発法人海洋研究開発機構, 地球表層物質循環研究分野, 主任研究員 (50345865)

Co-Investigator(Kenkyū-buntansha) KOBAYASHI Hideki  国立研究開発法人海洋研究開発機構, 地球表層物質循環研究分野, 主任研究員 (10392961)
SATO Hisashi  国立研究開発法人海洋研究開発機構, 地球表層物質循環研究分野, 研究員 (50392965)
KATO Tomomichi  北海道大学, 農学研究科, 助教 (60392958)
UEYAMA Masahito  大阪府立大学, 生命環境科学研究科, 准教授 (60508373)
SASAI Takahiro  筑波大学, 生命環境系, 助教 (70443190)
KONDO Masayuki  国立研究開発法人海洋研究開発機構, 地球表層物質循環研究分野, 特任技術主事 (40754346)
WATANABE Akira  福島大学, 共生システム理工学類, 特任教授 (70114006)
Co-Investigator(Renkei-kenkyūsha) ITOH Akihiko  国立研究開発法人国立環境研究所, 地球環境研究センター, 主任研究員 (70344273)
SAIGUSA Nobuko  国立研究開発法人国立環境研究所, 地球環境研究センター, 副センター長 (00251017)
HIRANO Takashi  北海道大学, 農学研究科, 教授 (20208838)
Project Period (FY) 2013-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥17,420,000 (Direct Cost: ¥13,400,000、Indirect Cost: ¥4,020,000)
Fiscal Year 2015: ¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2014: ¥4,940,000 (Direct Cost: ¥3,800,000、Indirect Cost: ¥1,140,000)
Fiscal Year 2013: ¥8,190,000 (Direct Cost: ¥6,300,000、Indirect Cost: ¥1,890,000)
Keywords陸域炭素循環 / モデリング / リモートセンシング / 渦相関法 / AsiaFlux / モデル比較
Outline of Final Research Achievements

Terrestrial carbon budget in Asia was analyzed using network data of site observation (e.g. AsiaFlux), remote sensing data, and terrestrial ecosystem models. Data-driven terrestrial CO2 fluxes were estimated using AsiaFlux observation and remote sensing data with a machine learning method. The data-driven estimation of CO2 fluxes were further evaluated with outputs from multiple terrestrial biosphere models, and we found consistent interannual variations and gradual increases in CO2 sink in Siberia. We also found large model-data differences in tropical Asia region.

Report

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

    (38 results)

All 2017 2016 2015 2014 2013 Other

All Int'l Joint Research (4 results) Journal Article (10 results) (of which Int'l Joint Research: 4 results,  Acknowledgement Compliant: 2 results,  Peer Reviewed: 7 results,  Open Access: 5 results) Presentation (23 results) (of which Int'l Joint Research: 9 results,  Invited: 5 results) Remarks (1 results)

  • [Int'l Joint Research] Seoul National University(韓国)

    • Related Report
      2015 Annual Research Report
  • [Int'l Joint Research] Chinese Academy of Science(中国)

    • Related Report
      2015 Annual Research Report
  • [Int'l Joint Research] International Rice Research Institute(フィリピン)

    • Related Report
      2015 Annual Research Report
  • [Int'l Joint Research] Auburn University/University of Alaska, Fairbanks/NASA Ames Research Center(米国)

    • Related Report
      2015 Annual Research Report
  • [Journal Article] Comprehensive synthesis of spatial variability in carbon flux across monsoon Asian forests2017

    • Author(s)
      Kondo M., Saitoh T.M., Sato H., Ichii K.
    • Journal Title

      Agricultural and Forest Meteorology

      Volume: 232 Pages: 623-634

    • DOI

      10.1016/j.agrformet.2016.10.020

    • Related Report
      Products Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Current status of empirical estimates of terrestrial carbon and water cycles using eddy-covariance network and remote sensing data2016

    • Author(s)
      Ichii K., Kondo M., Ueyama M.
    • Journal Title

      iLEAPS News Letter

      Volume: 印刷中

    • Related Report
      2015 Annual Research Report
    • Acknowledgement Compliant
  • [Journal Article] Estimation of net ecosystem production in Asia using the diagnostic-type ecosystem model with a 10-km grid-scale resolution2016

    • Author(s)
      Sasai T., Obikawa H., Murakami K., Kato S., Matsunaga T., Nemani R.R
    • Journal Title

      Journal of Geophysical Research Biogeosciences

      Volume: 印刷中

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Latitudinal gradient of spruce forest understory and tundra phenology in Alaska as observed from satellite and ground-based data2016

    • Author(s)
      Kobayashi H., Yunus A.P., Nagai S., Sugiura K., Kim Y., Dam B.V., Nagano H., Zona D., Harazono Y., Bret-Harte M.S., Ichii K., Ikawa H., Iwata H., Oechel W.C., Ueyama M., Suzuki, R.
    • Journal Title

      Remote Sensing of Environment

      Volume: 177 Pages: 160-170

    • DOI

      10.1016/j.rse.2016.02.020

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Endurance of larch forest ecosystems in eastern Siberia under warming trends2016

    • Author(s)
      佐藤永, 小林秀樹, 岩花剛, 太田岳史
    • Journal Title

      Ecology and Evolution

      Volume: 6 Issue: 16 Pages: 5690-5704

    • DOI

      10.1002/ece3.2285

    • Related Report
      Products Report
    • Peer Reviewed / Open Access
  • [Journal Article] Estimation of net ecosystem production in Asia using the diagnostic-type ecosystem model with a 10 km grid-scale resolution2016

    • Author(s)
      佐々木崇博, 帯川裕基, 村上和隆, 加藤創史, 松永恒雄, Ramakrishna R. Nemani
    • Journal Title

      Journal of Geophysical Research Biogeosciences

      Volume: 121 Issue: 6 Pages: 1484-1502

    • DOI

      10.1002/2015jg003157

    • Related Report
      Products Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Current Status and Future of Land Surface Models2015

    • Author(s)
      Sato H, Ito A, Ito A, Ise T, Kato E
    • Journal Title

      Soil Science and Plant Nutrition

      Volume: 61 Issue: 1 Pages: 34-47

    • DOI

      10.1080/00380768.2014.917593

    • NAID

      210000011642

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Synthesis and Assessment of Carbon and Water Budget: Current and Future Aspects2015

    • Author(s)
      Kazuhito Ichii, Weimin Ju, Ke-Sheng Chen, Guangsheng Zhou, Shuli Niu, Young-Hee Lee, Derrick Y.F. Lai
    • Journal Title

      AsiaFlux Newsletter

      Volume: 38 Pages: 26-28

    • Related Report
      2014 Annual Research Report
    • Open Access
  • [Journal Article] 地上観測データと衛星観測データの統合による広域の陸域二酸化炭素収支の推定2015

    • Author(s)
      市井和仁、植山雅仁
    • Journal Title

      海外の森林の林業

      Volume: 92 Pages: 1-6

    • NAID

      130007961419

    • Related Report
      2014 Annual Research Report
  • [Journal Article] Detection and attribution of recent changes in terrestrial gross primary productivity in Asia from 1982 to 2011.2013

    • Author(s)
      Ichii K, Kondo M, Okabe Y, Ueyama M, Kobayashi H, Lee S-J, Saigusa N, Zhu Z, Myneni RB
    • Journal Title

      Remote Sensing

      Volume: 5 Issue: 11 Pages: 6043-6062

    • DOI

      10.3390/rs5116043

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Presentation] 地上観測と衛星観測を利用した広域陸域CO2フラックスの経験的広域化手法の現状と応用2016

    • Author(s)
      市井和仁、近藤雅征、植山雅仁
    • Organizer
      第24回生研フォーラム「宇宙からの地球環境・災害のモニタリングとリスク評価」
    • Place of Presentation
      東京大学生産技術研究所, 東京都目黒区
    • Year and Date
      2016-03-17
    • Related Report
      2015 Annual Research Report
  • [Presentation] Satellite and ground-based monitoring of terrestrial ecosystem structure and phenology in Arctic and sub-Arctic regions2016

    • Author(s)
      Kobayashi H., Yang W., Yunus A., Nagai S., Ono Y., Sugiura K., Nasahara K., Kim Y., Van Dam B., Nagano H., Zona D., Harazono Y., Bret-Harte S., Ichii K., Ikawa H., Iwata H., Oechel W., Ueyama M., Suzuki R.
    • Organizer
      Arctic Observing Summit 2016
    • Place of Presentation
      University of Alaska, Fairbanks, USA
    • Year and Date
      2016-03-16
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Linking AsiaFlux data and GOSAT observation for terrestrial CO2 cycle studies2016

    • Author(s)
      Ichii K. Kondo M., Ueyama M., Saigusa N.
    • Organizer
      AsiaFlux Mini Workshop on Remote Sensing and Ecological/Environmental Monitoring
    • Place of Presentation
      National Taiwan University, Taipei, Taiwan
    • Year and Date
      2016-03-03
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] SEIB implementation in Earth System Models: lessons from an individual-based approach2016

    • Author(s)
      Sato H., Iwahana G., Ohta T.
    • Organizer
      Ecosystem Demographic in the Earth System
    • Place of Presentation
      National Center for Atmospheric Research, Boulder, USA
    • Year and Date
      2016-01-19
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Potential Application of Space-borne Vegetation LiDAR Products to Ecosystem Structures and Terrestrial Carbon Cycle Studies2016

    • Author(s)
      Kobayashi H., Yang W., Ono Y., Ichii K., Nasahara K.
    • Organizer
      International Workshop on Vegetation Lidar and Application from Space
    • Place of Presentation
      Kyoto University, 京都府京都市
    • Year and Date
      2016-01-06
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Ecophysiological parameters for a coupled photosynthesis and stomatal conductance model derived from eddy covariance measurements in Asia.2015

    • Author(s)
      Ueyama M., Ichii K. Kobayashi H., Alberto M., Bert-Harte M., Edgar C., Euskirchen E., Harazono Y., Hirano T., Hirata R., Ide R., Kosugi Y., Machimura T., Mizoguchi Y., Ohta T., Saigusa N., Saitoh T., Takagi K., Tanakashi S., Zhang Y.
    • Organizer
      American Geophysical Union Fall Meeting 2015
    • Place of Presentation
      Moscone Center, San Francisco, USA
    • Year and Date
      2015-12-17
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Estimation of Global 1km-grid Terrestrial Carbon Exchange Part I: Developing Inputs and Modelling2015

    • Author(s)
      Sasai T., Murakami K., Kato S., Matsunaga T., Saigusa N., Hiraki K.
    • Organizer
      American Geophysical Union Fall Meeting 2015
    • Place of Presentation
      Moscone Center, San Francisco, USA
    • Year and Date
      2015-12-17
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Changes in terrestrial CO2 budget in Siberia in the past three decades2015

    • Author(s)
      Ichii K., Kondo M., Ueyama M., Ito A., Kobayashi H., Maksyutov S., Maki T., Nakamura T., Niwa Y., Patra P., Saeki T., Sato H., Sasai T., Saigusa N., Tian H., Yanagi Y., Zhang B.
    • Organizer
      American Geophysical Union Fall Meeting 2015
    • Place of Presentation
      Moscone Center, San Francisco, USA
    • Year and Date
      2015-12-15
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Upscaling terrestrial CO2 fluxes in Asia using an integrated database of eddy-covariance measurements.2015

    • Author(s)
      Ichii K., Ueyama M., Kondo M., Saigusa N., Alberto M.C., Kitamura K., Kotani A., Kominami Y., Maeda T., Mizoguchi Y., Shimizu T., Yasuda Y.
    • Organizer
      Joint conference of the AsiaFlux Workshop 2015 and ISPRS
    • Place of Presentation
      Indian Institute of Tropical Meteorology, Pune, India
    • Year and Date
      2015-11-27
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 予測される気候変動が東シベリアのカラマツ生態系にもたらす影響~植生シミュレータを用いた予測研究~2015

    • Author(s)
      佐藤永、岩花剛、太田岳史
    • Organizer
      第6回極域科学シンポジウム
    • Place of Presentation
      国立極地研究所、東京都立川市
    • Year and Date
      2015-11-19
    • Related Report
      2015 Annual Research Report
  • [Presentation] Recent changes in terrestrial CO2 fluxes in Siberia inferred from multiple bottom-up estimations2015

    • Author(s)
      Ichii K., Ueyama M., Kondo M., Ito A., Kato T., Sato H., Sasai T., Kobayashi H., Yanagi Y., Saigusa N.
    • Organizer
      Fourth International Symposium on the Arctic Research
    • Place of Presentation
      Toyama International Conference Center, 富山県富山市
    • Year and Date
      2015-04-30
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] AsiaFlux観測データを用いたフラックス推定広域化とモデル相互比較研究の現状2015

    • Author(s)
      市井和仁
    • Organizer
      森林生態系炭素収支および森林リモートセンシングに係わるモニタリング研究集会
    • Place of Presentation
      国立環境研究所(茨城県つくば市)
    • Year and Date
      2015-02-19
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] Analysis of recent changes in terrestrial carbon cycles using bottom-up and top-down estimations2015

    • Author(s)
      Ichii K.
    • Organizer
      Workshop on Meteorological and Carbon Cycle Modeling over Forest and Agricultural Land
    • Place of Presentation
      PyeungChang, Republic of Korea
    • Year and Date
      2015-02-05
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] Detecting robust signals of interannual variability of gross primary productivity in Asia from multiple terrestrial carbon cycle models and long-term satellite-based vegetation data2014

    • Author(s)
      Ichii K., Kondo M., Ueyama M., Kato T., Ito A., Sasai T., Sato H., Kobayashi H., Saigusa N.
    • Organizer
      American Geophysical Union 2014 Fall Meeting
    • Place of Presentation
      San Francisco, USA
    • Year and Date
      2014-12-19
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] Analyzing Recent Changes in Terrestrial Carbon Cycle in Asia by Synthesizing Site Observation, Satellite Observation and Modeling2014

    • Author(s)
      Ichii K., Kondo M., Yanagi Y.
    • Organizer
      International Conference on Weather/Climate Models and Remote Sensing Applications for Sustainable Agriculture and Food Security Community
    • Place of Presentation
      Jeju, Republic of Korea
    • Year and Date
      2014-11-26
    • Related Report
      2014 Annual Research Report
  • [Presentation] GOSAT L4Aプロダクトと種々のボトムアップ手法の陸域炭素収支の比較2014

    • Author(s)
      市井和仁, 近藤雅征, 植山雅仁
    • Organizer
      日本気象学会2014年度秋季学術講演会
    • Place of Presentation
      福岡国際会議場(福岡県福岡市)
    • Year and Date
      2014-10-21
    • Related Report
      2014 Annual Research Report
  • [Presentation] Comparison of top-down and bottom-up approaches toward refinements of terrestrial carbon cycles estimation in Asia.2014

    • Author(s)
      K. Ichii, M. Kondo, P. Patra, A. Ito, T. Sasai, H. Sato, M. Ueyama, H. Kobayashi, N. Saigusa
    • Organizer
      Asia Oceania Geosciences Society 11th Annual Meeting
    • Place of Presentation
      ロイトンホテル(北海道札幌市)
    • Year and Date
      2014-07-30
    • Related Report
      2014 Annual Research Report
  • [Presentation] Asia-MIP: Multi Model-data Synthesis of Terrestrial Carbon Cycles in Asia2013

    • Author(s)
      K. Ichii, M. Kondo, A. Ito, M. Kang, T. Sasai, H. Sato, M. Ueyama, H. Kobayashi, N. Saigusa, J. Kim
    • Organizer
      AGU Fall Meeting 2013
    • Place of Presentation
      San Francisco
    • Related Report
      2013 Annual Research Report
  • [Presentation] Model-data synthesis of terrestrial carbon cycles to quantify carbon budget in Asia2013

    • Author(s)
      K. Ichii, M. Kondo, S.-J. Lee, W. Ju, A. Ito, T. Sasai, H. Sato, M. Ueyama, C.-H. Cho, P. K. Patra, N. Saigusa, J. Kim
    • Organizer
      International Joint Conference of 11th AsiaFlux International Workshop, 3rd HESSS, and 14th Annual Meeting of KSAFM
    • Place of Presentation
      Seoul
    • Related Report
      2013 Annual Research Report
  • [Presentation] Estimation and evaluation of respiratory component fluxes in East Asia from 2001 to 20102013

    • Author(s)
      M. Kondo, K. Ichii
    • Organizer
      International Joint Conference of 11th AsiaFlux International Workshop, 3rd HESSS, and 14th Annual Meeting of KSAFM
    • Place of Presentation
      Seoul
    • Related Report
      2013 Annual Research Report
  • [Presentation] Application of an integrated flux database for Asia: Empirical upscaling and model evaluation2013

    • Author(s)
      K. Ichii, M. Ueyama, M. Kondo, et al.
    • Organizer
      International Joint Conference of 11th AsiaFlux International Workshop, 3rd HESSS, and 14th Annual Meeting of KSAFM
    • Place of Presentation
      Seoul
    • Related Report
      2013 Annual Research Report
  • [Presentation] An integrated flux database for Asia2013

    • Author(s)
      M. Ueyama, K. Ichii, N. Saigusa, et al.
    • Organizer
      International Joint Conference of 11th AsiaFlux International Workshop, 3rd HESSS, and 14th Annual Meeting of KSAFM
    • Place of Presentation
      Seoul
    • Related Report
      2013 Annual Research Report
  • [Presentation] Overview of MIROC-ESM and Challenges in the DYnamic Vegetation submodels in MIROC-ESM2013

    • Author(s)
      H. Sato
    • Organizer
      Earth System Modeling Workshop
    • Place of Presentation
      Helsinki
    • Related Report
      2013 Annual Research Report
  • [Remarks] 特になし

    • URL

      https://sites.google.com/site/ichiikazuhito/

    • Related Report
      2015 Annual Research Report

URL: 

Published: 2013-05-21   Modified: 2022-01-31  

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