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Construction of high-throughput type wood property analytical methodology using NIR-HIS technique

Research Project

Project/Area Number 25292102
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypePartial Multi-year Fund
Section一般
Research Field Wood science
Research InstitutionNagoya University

Principal Investigator

Tsuchikawa Satoru  名古屋大学, 生命農学研究科, 教授 (30227417)

Co-Investigator(Kenkyū-buntansha) Yamamoto Hiroyuki  名古屋大学, 大学院生命農学研究科, 教授 (50210555)
Fujimoto Takaaki  鳥取大学, 農学部, 准教授 (40446331)
Inagaki Tetsuya  名古屋大学, 大学院生命農学研究科, 助教 (70612878)
Project Period (FY) 2013-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥17,940,000 (Direct Cost: ¥13,800,000、Indirect Cost: ¥4,140,000)
Fiscal Year 2015: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Fiscal Year 2014: ¥3,510,000 (Direct Cost: ¥2,700,000、Indirect Cost: ¥810,000)
Fiscal Year 2013: ¥12,350,000 (Direct Cost: ¥9,500,000、Indirect Cost: ¥2,850,000)
Keywords非破壊計測 / 可視化 / 応用分光学 / 含水率 / 密度 / ミクロフィブリル傾角 / ヤング係数 / 多変量解析 / バイオマス / 林学
Outline of Final Research Achievements

This research quantified the spatial distribution of moisture content, density, Young's modulus, compression wood section, and microfibril angle within Cryptomeria japonica and Larix kaempferi branches using near-infrared hyperspectral imaging (NIR-HIS) and multivariate data analysis techniques. The calibration models for prediction of moisture content, density, Young's modulus and microfibril angle were developed using partial least squares (PLS) regression analysis. The PLS model for these traits showed good predictive performance. The high density compression wood could be visualized with NIR-HIS technique. Classification of softwoods and hardwoods also enabled by principal component analysis. The results presented here provide useful information for development of a novel wood sorting method.

Report

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

    (11 results)

All 2015 2014

All Journal Article (3 results) (of which Peer Reviewed: 2 results,  Acknowledgement Compliant: 3 results) Presentation (8 results)

  • [Journal Article] Visualisation of degree of acetylation in beechwood by near infrared2015

    • Author(s)
      Tetsuya Inagaki, Katsuya Mitsui and Satoru Tsuchikawa
    • Journal Title

      Journal of Near Infrared Spectroscopy

      Volume: 23 Issue: 6 Pages: 353-360

    • DOI

      10.1255/jnirs.1181

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Visualization of spatial distribution of moisture content and basic density using a near-infrared hyperspectral imaging method in sugi (Cryptomeria Japonica)2015

    • Author(s)
      Fujimoto, T., Numa, T., Kobori, H., Tsuchikawa, S.
    • Journal Title

      International Wood Products Journal

      Volume: 6 Issue: 2 Pages: 46-48

    • DOI

      10.1179/2042645314y.0000000084

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Application of near infrared hyperspectral imaging for mapping of moisture content and wood density in Sugi (Cryptomeria japonica)2014

    • Author(s)
      Fujimoto, T., Numa, T., Kobori, H., Tsuchikawa, S.
    • Journal Title

      Proceeding of the 4th Asian NIR Symposium

      Volume: 1 Pages: 231-232

    • Related Report
      2014 Annual Research Report
    • Acknowledgement Compliant
  • [Presentation] NIR-HSI法による木材アセチル化の可視化2015

    • Author(s)
      稲垣哲也、三井勝也、土川覚
    • Organizer
      第 31 回近赤外フォーラム
    • Place of Presentation
      筑波大学 国際会議室および総合交流会館
    • Year and Date
      2015-11-26
    • Related Report
      2015 Annual Research Report
  • [Presentation] ハイパースペクトラルイメージング法による木材性質分布の評価2015

    • Author(s)
      沼間俊輝,杉井詩穂,藤本高明,松本和茂,大橋義徳,小堀光,土川覚
    • Organizer
      第 31 回近赤外フォーラム
    • Place of Presentation
      筑波大学 国際会議室および総合交流会館
    • Year and Date
      2015-11-26
    • Related Report
      2015 Annual Research Report
  • [Presentation] 近赤外ハイパースペクトラルイメージング法による原木横断面内材質2015

    • Author(s)
      沼間俊輝,杉井詩穂,藤本高明,松本和茂,大橋義徳,小堀光,土川覚
    • Organizer
      日本木材学会中国・四国支部第27回(2015年度)研究発表会
    • Place of Presentation
      久世エスパスランド,岡山県真庭市
    • Year and Date
      2015-09-28
    • Related Report
      2015 Annual Research Report
  • [Presentation] Evaluation of chemical composition in wood using NIR hyperspectral imaging2015

    • Author(s)
      Te Ma, Tetsuya Inagaki, Guanxiong Wang and Satoru Tsuchikawa
    • Organizer
      IAWPS2015
    • Place of Presentation
      タワーホール船堀、東京
    • Year and Date
      2015-03-15 – 2015-03-17
    • Related Report
      2014 Annual Research Report
  • [Presentation] 近赤外ハイパースペクトラルイメージングによる木材化学成分の同定2014

    • Author(s)
      馬 特、稲垣哲也、王 冠雄、土川 覚
    • Organizer
      第30回記念近赤外フォーラム
    • Place of Presentation
      筑波大学、つくば市
    • Year and Date
      2014-11-26 – 2014-11-28
    • Related Report
      2014 Annual Research Report
  • [Presentation] ハイパースペクトラルイメージングによる木材化学成分の可視化2014

    • Author(s)
      馬 特 稲垣哲也 王 冠雄 土川 覚
    • Organizer
      日本木材加工技術協会第32回年次大会
    • Place of Presentation
      秋田ヴューホテル、秋田市
    • Year and Date
      2014-10-29 – 2014-10-30
    • Related Report
      2014 Annual Research Report
  • [Presentation] Application of near infrared hyperspectral imaging for mapping of moisture content and wood density in Sugi (Cryptomeria japonica)2014

    • Author(s)
      Fujimoto, T., Numa, T., Kobori, H., Tsuchikawa, S.
    • Organizer
      The 4th Asian NIR Symposium
    • Place of Presentation
      Daegu, Korea
    • Year and Date
      2014-06-17 – 2014-06-20
    • Related Report
      2014 Annual Research Report
  • [Presentation] NIR-HSI法による原木横断面内の木材性質変動の可視化2014

    • Author(s)
      藤本高明,沼間俊輝,小堀 光,土川 覚
    • Organizer
      第64回日本木材学会大会
    • Place of Presentation
      愛媛大学
    • Related Report
      2013 Annual Research Report

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Published: 2013-05-21   Modified: 2019-07-29  

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