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Reliability of net ecosystem productivity estimation in an Alaskan boreal forest from satellites

Research Project

Project/Area Number 15405002
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section海外学術
Research Field Environmental dynamic analysis
Research InstitutionHokkaido University

Principal Investigator

KUSIDA Keiji  Hokkaido University, Inst.Low Temp.Science, Assistant Prof. (90291236)

Project Period (FY) 2003 – 2006
Project Status Completed (Fiscal Year 2007)
Budget Amount *help
¥4,900,000 (Direct Cost: ¥4,900,000)
Fiscal Year 2006: ¥1,200,000 (Direct Cost: ¥1,200,000)
Fiscal Year 2005: ¥1,200,000 (Direct Cost: ¥1,200,000)
Fiscal Year 2004: ¥1,200,000 (Direct Cost: ¥1,200,000)
Fiscal Year 2003: ¥1,300,000 (Direct Cost: ¥1,300,000)
Keywordsremote sensing / net ecosystem productivity / boreal forest / forest fire / 分光反射 / タイガ / 炭素収支 / 純生態系生産量 / 亜寒帯林
Research Abstract

We focused on a larch forest in eastern Siberia and a spruce forest in Alaska as representative forests that exist on permafrost. Larch and spruce occupies 80% and 70% of the area in eastern Siberia and Alaska, respectively. We estimated net ecosystem productivity (NEP) and forest fire effects on the NEP using sensors onboard earth observation satellites. We evaluated carbon budgets of forests that were not damaged by forest fires, fire severity of Alaskan black forest, and crown and surface fires in eastern Siberia. Based on field spectral observations of mosses and forest component, we built a methodology for estimating forest floor vegetation as well as canopy net primary productivity (NPP) and leaf area index from the remotely sensed data, and we applied to Alaskan spruce and Siberian larch forests. We estimated canopy leaf area index and forest floor vegetation composition. Based on these relationships and field observations, we evaluated the relationship between canopy leaf area index and canopy NPP, forest floor vegetation composition and forest floor NPP, and geographical distribution of NEP. Further, we measured spectral reflectances of forest floor including mosses, lichens, and burnt scars to evaluate effects of burnt scars and vegetation recovery after the fire. In the Alaskan black spruce forest, fractional area of mosses were estimated from the ratio of green and red bands averaged in 50m×50m area using a linear equation (coefficient of determination R^2=0.6). As the many portion of the mosses remained, recovery of spruce will be predominant. As small part of mosses remained, broad leaf trees such as birch will be predominant. The estimated fractional area of remained mosses was the main index for estimating NEP after the fire.

Report

(5 results)
  • 2007 Final Research Report Summary
  • 2006 Annual Research Report
  • 2005 Annual Research Report
  • 2004 Annual Research Report
  • 2003 Annual Research Report
  • Research Products

    (16 results)

All 2007 2006 2005 2004 Other

All Journal Article (14 results) Publications (2 results)

  • [Journal Article] Remote sensing of upper canopy leaf area index and forest floor vegetation cover as indicators of net primary productivity in a Siberian larch forest2007

    • Author(s)
      Kushida, K.・A.P., Isaev, ・T.C., Maximov・G., Takao・M., Fukuda
    • Journal Title

      Journal of Geophysical Research - Biogeosciences 112, G02003

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Remote sensing of total and surface burn ratios following a wildfire in East Siberia using 30 m - 1 km resolultion images2007

    • Author(s)
      Kushida, K.・Isaev, A.P.・Takao, G.・Maximov, T.C.・Fukuda, M.
    • Journal Title

      Eurasian-Journal of Forest Research 10(1)

      Pages: 105-114

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] 永久凍土と活動層のリモートセンシング2007

    • Author(s)
      串田, 圭司・原田, 鉱一郎・森, 淳子・岩花, 剛・澤田, 結基・片村, 文崇・福田, 正己
    • Journal Title

      雪氷(日本雪氷学会論文集) 69(2)

      Pages: 221-228

    • NAID

      130000911112

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Remote sensing of upper canopy leaf area index and forest floor vegetation cover as indicators of net primary productivity in a Siberian larch forest2007

    • Author(s)
      Kushida, K., Isaev, A. P., Maximov, T. C., Takao, G., Fukuda, M.
    • Journal Title

      Journal of Geophysical Research - Biogeosciences 112

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Remote sensing of total and surface burn ratios following a wildfire in East Siberia using 30 m - 1 km resolution images.2007

    • Author(s)
      Kushida, K., Isaev, A. P., Takao, G., Maximov, T. C., Fukuda, M.
    • Journal Title

      Eurasian Journal of Forest Research 10(1)

      Pages: 105-114

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Remote sensing of permafrost and the active layer2007

    • Author(s)
      Kushida. K., Harada, K., Mori, J., Iwahana, G., Sawada, Y., Katamura, F., Fukuda, M.
    • Journal Title

      Seppyo (Journal of The Japanese Society of Snow and Ice) 69(2) (in Japanese)

      Pages: 221-228

    • NAID

      130000911112

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Remote sensing of upper canopy leaf area index and forest floor vegetation cover as indicators of net primary productivity in a Siberian larch forest2007

    • Author(s)
      Kushida K., A.P.Isaev, T.C.Maximov, G.Takao, M.Fukuda
    • Journal Title

      Journal of Geophysical Research - Biogeosciences 112, G02003

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Remote sensing of total and surface burn ratios following a wildfire in East Siberia using 30 m-1 km resolution images2007

    • Author(s)
      Kushida, K., Isaev, A.P., Takao, G., Maximov, T.C., Fukuda, M.
    • Journal Title

      Eurasian Journal of Forest Research 10(1)(印刷中)

    • Related Report
      2006 Annual Research Report
  • [Journal Article] 永久凍土と活動層のリモートセンシング2007

    • Author(s)
      串田圭司, 原田鉱一郎, 森淳子, 岩花剛, 澤田結基, 片村文崇, 福田正己
    • Journal Title

      雪氷(日本雪氷学会論文集) 69(2)

      Pages: 221-228

    • NAID

      130000911112

    • Related Report
      2006 Annual Research Report
  • [Journal Article] アラスカの大規模森林火災について-衛星と気象データによる考察-2006

    • Author(s)
      早坂洋史, 福田正己, 串田圭司, 中右浩二, 木村圭司
    • Journal Title

      日本火災学会論文集 56(1)

      Pages: 1-8

    • NAID

      10017299598

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Mapping of Net Ecosystem Productivity Based on Remote Sensing of Upper Canopy and Forest Floor in an East Siberian Larch Forest,2005

    • Author(s)
      Kushida K., A.P.Isaev, T.C.Maximov, G.Takao, M.Fukuda
    • Journal Title

      Eos Trans.AGU, Fall Meet.Suppl., Abstract, 5-9 December 2005, San Francisco 86(52)

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Remote sensing of net ecosystem productivity based on component spectrum and soil respiration observation in a boreal forest, interior Alaska2004

    • Author(s)
      Kushida, K.・Kim, Y.・Tanaka, N.・& Fukuda, M.
    • Journal Title

      Journal of Geophysical Research - A.tmospheres 109 , D06108

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Remote sensing of net ecosystem productivity based on component spectrum and soil respiration observation in a boreal forest, interior Alaska.2004

    • Author(s)
      Kushida, K., Kim, Y., Tanaka, N., Fukuda, M.
    • Journal Title

      Journal of Geophysical Research - Atmospheres 109

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Remote sensing of net ecosystem productivity based on component spectrum and soil respiration observation in a boreal forest, interior Alaska.2004

    • Author(s)
      Kushida, K., Y.Kim, N.Tanaka, M.Fukuda
    • Journal Title

      J.Geophys.Res. 109, D06108

    • Related Report
      2004 Annual Research Report
  • [Publications] Kushida, K., Y.Kim, N.Tanaka, M.Fukuda: "Remote sensing of net ecosystem productivity based on component spectrum and soil respiration observation in a boreal forest, interior Alaska"J.Geophys.Res.. 109. doi:10.1029/2003JD003858 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] Kushida, K., Y.Kim, M.Shibuya, S.Kojima, S.Tsuda, M.Fukuda: "Remote sensing on carbon budget in Alaska based on component spectral measurement"Tohoku Geophys.J.. 36(4). 484-485 (2003)

    • Related Report
      2003 Annual Research Report

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Published: 2003-04-01   Modified: 2016-04-21  

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