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Assessing canopy scale functions through reflected spectra: a road towards functional biogeography

Research Project

Project/Area Number 16H04933
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Forest science
Research InstitutionShizuoka University

Principal Investigator

Wang Quan  静岡大学, 農学部, 教授 (50402235)

Co-Investigator(Kenkyū-buntansha) 水永 博己  静岡大学, 農学部, 教授 (20291552)
薗部 礼  静岡大学, 農学部, 助教 (40755352)
飯尾 淳弘  静岡大学, 農学部, 准教授 (90422740)
Project Period (FY) 2016-04-01 – 2020-03-31
Project Status Completed (Fiscal Year 2019)
Budget Amount *help
¥16,770,000 (Direct Cost: ¥12,900,000、Indirect Cost: ¥3,870,000)
Fiscal Year 2019: ¥2,210,000 (Direct Cost: ¥1,700,000、Indirect Cost: ¥510,000)
Fiscal Year 2018: ¥2,990,000 (Direct Cost: ¥2,300,000、Indirect Cost: ¥690,000)
Fiscal Year 2017: ¥2,990,000 (Direct Cost: ¥2,300,000、Indirect Cost: ¥690,000)
Fiscal Year 2016: ¥8,580,000 (Direct Cost: ¥6,600,000、Indirect Cost: ¥1,980,000)
Keywords分光反射 / 生理応答 / キャノピ / RTM / 機能評価 / 分光放射 / キャノピー
Outline of Final Research Achievements

Retrieval of leaf or canopy scale structural and biochemical parameters from reflected spectra has been widely attempted in current, while few have ever set eyes on estimating physiological properties yet. In this study, we have challenged to reveal the complicated effects on canopy scale reflectance resulted from within-canopy variations of structural, biochemical and physiological properties. Both empirical approaches and radiative transfer model-based approaches were applied for data analysis, from which indices for tracing photosynthetic parameters (Vcmax and Jmax) and transpiration and PLSR models for transpiration were developed. Sensitivity analysis has further revealed relative contributions of different parameters on each wavelength, from which the bands with more effects from physiological properties were determined. The results obtained from this study should help to pave a way for assessing ecosystem-scale functions from reflected information.

Academic Significance and Societal Importance of the Research Achievements

本研究により解明した分光反射特性と生理特性との関連性は将来的に生態系スケールでの生理応答の理解に繋がり、地球規模の物質循環メカニズムの解明とFunctional Biogeographyの発展に寄与できる。

Report

(5 results)
  • 2019 Annual Research Report   Final Research Report ( PDF )
  • 2018 Annual Research Report
  • 2017 Annual Research Report
  • 2016 Annual Research Report
  • Research Products

    (28 results)

All 2020 2019 2018 2017 2016

All Journal Article (8 results) (of which Peer Reviewed: 8 results,  Open Access: 3 results,  Acknowledgement Compliant: 2 results) Presentation (20 results) (of which Int'l Joint Research: 1 results)

  • [Journal Article] Tracing leaf photosynthetic parameters using hyperspectral indices in an alpine deciduous forest2020

    • Author(s)
      Jin, J., Pratama, B.A., Wang, Q.
    • Journal Title

      Remote Sensing

      Volume: 12 Issue: 7 Pages: 1124-1124

    • DOI

      10.3390/rs12071124

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Leaf photosynthetic capacity of sunlit and shaded mature leaves in a deciduous forest2020

    • Author(s)
      Song, G., Wang, Q., Jin, J.
    • Journal Title

      Forests

      Volume: 11

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Evaluation of Informative Bands Used in Different PLS Regressions for Estimating Leaf Biochemical Contents from Hyperspectral Reflectance2019

    • Author(s)
      Jin Jia、Wang Quan
    • Journal Title

      Remote Sensing

      Volume: 11 Issue: 2 Pages: 197-197

    • DOI

      10.3390/rs11020197

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Informative bands used by efficient hyperspectral indices to predict leaf biochemical contents are determined by their relative absorptions2018

    • Author(s)
      Jin Jia、Wang Quan
    • Journal Title

      International Journal of Applied Earth Observation and Geoinformation

      Volume: 73 Pages: 616-626

    • DOI

      10.1016/j.jag.2018.08.002

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Assessing hyperspectral indices for tracing chlorophyll fluorescence parameters in deciduous forests2018

    • Author(s)
      Sonobe Rei、Wang Quan
    • Journal Title

      Journal of Environmental Management

      Volume: 227 Pages: 172-180

    • DOI

      10.1016/j.jenvman.2018.06.085

    • NAID

      120006534755

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Nondestructive assessments of carotenoids content of broadleaved plant species using hyperspectral indices2018

    • Author(s)
      Sonobe Rei、Wang Quan
    • Journal Title

      Computers and Electronics in Agriculture

      Volume: 145 Pages: 18-26

    • DOI

      10.1016/j.compag.2017.12.022

    • NAID

      120006545321

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Hyperspectral indices for quantifying leaf chlorophyll concentrations performed differently with different leaf types in deciduous fore2017

    • Author(s)
      Rei Sonobe, Quan Wang
    • Journal Title

      Ecological Informatics

      Volume: 37 Pages: 1-9

    • DOI

      10.1016/j.ecoinf.2016.11.007

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Towards a Universal Hyperspectral Index to Assess Chlorophyll Content in Deciduous Forests2017

    • Author(s)
      Rei Sonobe, Quan Wang
    • Journal Title

      Remote Sensing

      Volume: 9 Issue: 3 Pages: 191-191

    • DOI

      10.3390/rs9030191

    • NAID

      120005976032

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Presentation] Temporal patterns of leaf photosynthetic and other related traits in a deciduous forest2020

    • Author(s)
      Song, G., Wang, Q.
    • Organizer
      The 6th International Symposium toward the Future of Advanced Researches in Shizuoka University (ISFAR-SU2020)
    • Related Report
      2019 Annual Research Report
  • [Presentation] iPLSを用いた分光反射特性によるブナの蒸散速度評価2019

    • Author(s)
      薗部 礼, 小林 真也, 王 権
    • Organizer
      日本写真測量学会令和元年度秋季学術講演会
    • Related Report
      2019 Annual Research Report
  • [Presentation] クロロフィル含量推定を目的とした分光反射指数の評価2019

    • Author(s)
      薗部 礼,王 権
    • Organizer
      日本写真測量学会令和元年度年次学術講演会
    • Related Report
      2019 Annual Research Report
  • [Presentation] Informative spectral bands to estimate photosynthesis capacity using hyperspectral reflectance2019

    • Author(s)
      Bayu Arief Pratama, Jia Jin, Rei Sonobe, Quan Wang
    • Organizer
      International Symposium on Agricultural Meteorology (ISAM2019)
    • Related Report
      2018 Annual Research Report
  • [Presentation] Vertical variation of PPFD, leaf and air temperature in canopy for a deciduous broad-leaved forest in Nakagawane, Japan2019

    • Author(s)
      Huang Kechao, Quan Wang, Rei Sonobe
    • Organizer
      International Symposium on Agricultural Meteorology (ISAM2019)
    • Related Report
      2018 Annual Research Report
  • [Presentation] Seasonal dynamics of leaf area index in a typical deciduous forest2019

    • Author(s)
      Mingxing Zhang, Jia Jin, Rei Sonobe, Ryouhei Kondo, Kechao Huang, Quan Wang
    • Organizer
      International Symposium on Agricultural Meteorology (ISAM2019)
    • Related Report
      2018 Annual Research Report
  • [Presentation] 光学的測定による LAI 推定法の比較2018

    • Author(s)
      近藤 凌平,薗部 礼,王 権
    • Organizer
      日本写真測量学会平成30年度秋季学術講演会
    • Related Report
      2018 Annual Research Report
  • [Presentation] ハイパースペクトルリモートセンシングを活用した落葉広葉樹の蒸散速度評価2018

    • Author(s)
      菊池 大樹,薗部 礼,王 権,花輪 光彦,飯尾 淳弘
    • Organizer
      日本写真測量学会平成 30年度秋季学術講演会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 分光反射特性を用いたブナ(Fagus crenata)における生化学特性の把握2018

    • Author(s)
      三浦 雄太,薗部 礼,王 権
    • Organizer
      日本写真測量学会平成 30年度秋季学術講演会
    • Related Report
      2018 Annual Research Report
  • [Presentation] PROSPECT-Dを用いた落葉広葉樹の生化学特性の評価2018

    • Author(s)
      薗部 礼, 王 権
    • Organizer
      第129回日本森林学会大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Assessing leaf photosynthetic capacity using hyperspectral reflectance2017

    • Author(s)
      Rei Sonobe, Quan Wang
    • Organizer
      JpGU-AGU Joint Meeting 2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 光合成色素の樹冠内分布と分光特性の関係2017

    • Author(s)
      山田北斗, 末森風花, 三浦雄太, 薗部礼, 王権
    • Organizer
      第7回中部森林学会大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] An improved version of PROSPECT for better retrieval of leaf biochemical properties2017

    • Author(s)
      Hong Bo Cheng, Yuta Miura, Rei Sonobe, Quan Wang
    • Organizer
      第7回中部森林学会大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 分光反射特性を活用した落葉広葉樹のLeaf mass per area (LMA)推定2017

    • Author(s)
      薗部 礼, 王 権
    • Organizer
      日本リモートセンシング学会第63回学術講演会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 樹冠内Rubisco量分布の把握における分光特性の活用2017

    • Author(s)
      三浦 雄太, 薗部 礼, 王 権
    • Organizer
      日本写真測量学会平成29年度秋季学術講演会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 分光反射率を用いた落葉広葉樹のクロロフィル量推定2016

    • Author(s)
      薗部礼,王権
    • Organizer
      日本リモートセンシング学会第61回(平成28年度秋季)学術講演会
    • Place of Presentation
      新潟テルサ(新潟県新潟市)
    • Year and Date
      2016-11-01
    • Related Report
      2016 Annual Research Report
  • [Presentation] 分光反射率を用いたヒノキ苗における水ストレスの評価2016

    • Author(s)
      中島義明,楢本正明,薗部礼,王権
    • Organizer
      第6回中部森林学会大会
    • Place of Presentation
      三重大学(三重県津市)
    • Year and Date
      2016-10-22
    • Related Report
      2016 Annual Research Report
  • [Presentation] 分光反射特性に基づくブナの蒸散量推定2016

    • Author(s)
      山田真由美,中島義明,王権
    • Organizer
      第6回中部森林学会大会
    • Place of Presentation
      三重大学(三重県津市)
    • Year and Date
      2016-10-22
    • Related Report
      2016 Annual Research Report
  • [Presentation] 分光反射特性によるブナの時期別クロロフィル推定:PROSPECT-5のinversionから2016

    • Author(s)
      池田佳苗,薗部礼,王権
    • Organizer
      第6回中部森林学会大会
    • Place of Presentation
      三重大学(三重県津市)
    • Year and Date
      2016-10-22
    • Related Report
      2016 Annual Research Report
  • [Presentation] ハイパースペクトルデータを用いたキサントフィルサイクルのエポキシ化率の評価2016

    • Author(s)
      薗部礼,王権
    • Organizer
      Japan Geoscience Union Meeting 2016
    • Place of Presentation
      幕張メッセ(千葉県千葉市)
    • Year and Date
      2016-05-25
    • Related Report
      2016 Annual Research Report

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Published: 2016-04-21   Modified: 2021-02-19  

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