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The establishment of high-precision forest biomass estimation method by the next generation remote sensing data

Research Project

Project/Area Number 24380077
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypePartial Multi-year Fund
Section一般
Research Field Forest science
Research InstitutionShinshu University

Principal Investigator

KATOH Masato  信州大学, 学術研究院農学系, 教授 (40345757)

Co-Investigator(Kenkyū-buntansha) OOCHI Jyunpei  山梨県森林総合研究所, 森林研究部, 研究員 (00536279)
Project Period (FY) 2012-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥17,290,000 (Direct Cost: ¥13,300,000、Indirect Cost: ¥3,990,000)
Fiscal Year 2014: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Fiscal Year 2013: ¥2,990,000 (Direct Cost: ¥2,300,000、Indirect Cost: ¥690,000)
Fiscal Year 2012: ¥12,480,000 (Direct Cost: ¥9,600,000、Indirect Cost: ¥2,880,000)
Keywords森林資源 / リモートセンシング / 森林計測 / バイオマス / 自動区分
Outline of Final Research Achievements

As a next-generation remote sensing technology, multi stage sensing data taken different altitude with high-resolution satellite, aircraft, and automatic Aerial UAV was used on same area.
Using image analysis algorithms Principal Investigator has been developed (Patent No. 4,900,356), to perform high-precision individual tree crowns extracted from each data, creating the trees positions and counting tree species. Field survey result of the comparison and verification also becomes the extraction accuracy of 85% or more of the images, and to ensure more than 80% of practical level. In addition, we carried out extension of our individual tree crown information and technologies in a wide area, it was forest biomass estimation in the stand unit. This technology achievement is published in international English journals (Journal of Remote Sensing), further oral presentation and lecture at the International conference and Society, was highly acclaimed.

Report

(4 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Annual Research Report
  • 2012 Annual Research Report
  • Research Products

    (38 results)

All 2015 2014 2013 2012 Other

All Journal Article (13 results) (of which Peer Reviewed: 13 results,  Open Access: 2 results) Presentation (20 results) (of which Invited: 2 results) Book (2 results) Remarks (3 results)

  • [Journal Article] Dynamic response of the scenic beaty value of different forests to various thinning intensities in central eastern China2014

    • Author(s)
      Songqie Deng, Qingwei Guan, Na Yin, Masato Katoh
    • Journal Title

      Environmental Monitoring and Assessment

      Volume: 1 Issue: 11 Pages: 1-17

    • DOI

      10.1007/s10661-014-3937-9

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Estimating forest aboveground biomass by combining ALOS PALSAR and WorldView-2 data: case study at Purple ountain national park, Nanjing, China2014

    • Author(s)
      Songqie Deng, Masato Katoh, Qingwei Guan, Na Yin, Mingyang
    • Journal Title

      Journal of Remote Sensing

      Volume: 6 Issue: 1 Pages: 7878-7910

    • DOI

      10.3390/rs6010087

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Prediction model for suitable sites of tree growth in an old growth Chamaecyparis obtusa stand, in the Akazawa forest reserve2013

    • Author(s)
      (1) Nan Wang, Masato Katoh, Shin-ichi Yamamoto, Naoyuki Nishimura, Daisuke Hoshino
    • Journal Title

      International Research Journal of Plant Science

      Volume: 4 Pages: 198-207

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Applications of the New Remote Sensing method to the forest biomass estimation in an old growth Chamaecyparis obtusa stand, in the Akazawa forest reserve2013

    • Author(s)
      Nan Wang, Masato Katoh, Shin-ichi Yamamoto, Naoyuki Nishimura, Daisuke Hoshino
    • Journal Title

      International Journal of Sciences

      Volume: 2 Pages: 1-13

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Re-vegetation of tropical moist deciduous forest of Madhupur: A case study of in Bangladesh2013

    • Author(s)
      Mohammad abdollah Al Faruq・Masato Katoh
    • Journal Title

      中部森林研究

      Volume: 61 Pages: 111-112

    • NAID

      130005048973

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Interpretation of forest resource in Purple mountain of Nanjing city, China using Worldview-2 imagery by individual Tree Crown (ITC) method2013

    • Author(s)
      Songqie Deng・Masato Katoh
    • Journal Title

      中部森林研究

      Volume: 61 Pages: 113-116

    • NAID

      130005048489

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 高分解能衛星データ用いた赤沢ヒノキ老齢林バイオマス推定2013

    • Author(s)
      王楠、加藤正人、山本進一、星野大介、西村尚之
    • Journal Title

      中部森林研究

      Volume: 61 Pages: 117-118

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Template matching法とLocal maximum filteringを組み合わせた樹頂点の抽出と精度検証-信州大学農学部構内演習林を事例として2013

    • Author(s)
      小林竜大、加藤正人
    • Journal Title

      中部森林研究

      Volume: 61 Pages: 119-122

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] ラジコンヘリコプターを用いた長野県南箕輪村大芝の森における間伐木の選定について2013

    • Author(s)
      近藤大将・加藤正人・小熊宏之
    • Journal Title

      中部森林研究

      Volume: 61 Pages: 127-128

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 信州大学農学部構内演習林における林縁と林内の鳥類相の違い2013

    • Author(s)
      成瀬真理生、加藤正人
    • Journal Title

      中部森林研究

      Volume: 61 Pages: 153-154

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Improving the Precision of Tree Counting by Combining TreeDetection with Crown Delineation and Classification on Homogeneity Guided Smoothed High Resolution (50 cm) Multispectral Airborne Digital Data2012

    • Author(s)
      Masato Katoh, Francois Gougeon
    • Journal Title

      Journal of Remote Sensing

      Volume: 4 Issue: 5 Pages: 1411-1424

    • DOI

      10.3390/rs4051411

    • NAID

      120007106181

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Short-term effects of thinning intensity on scenic beauty values of different stands2012

    • Author(s)
      Songqiu Deng, Jiafeng Yan, Qingwei Guan, Masato Katoh
    • Journal Title

      Journal of forest Research

      Volume: 33 (4) Issue: 1 Pages: 1042-1057

    • DOI

      10.1007/s10310-008-0102-8

    • NAID

      10031184191

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Development of tree growth prediction with gray model in anold-growth Chamaecyparis obtusa stand, in the Akazawa fore St reserve2012

    • Author(s)
      Nan Wang, Masato Katoh, Shin-ich Yamamoto, Naoyuki Nishimura, Daisuke Hoshino
    • Journal Title

      International Research, Journal of Plant Science

      Volume: 3(8) Pages: 164-173

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Presentation] レーザーセンシングによる老齢ヒノキ林の単木把握2015

    • Author(s)
      加藤正人
    • Organizer
      第125回日本森林学会
    • Place of Presentation
      北海道大学
    • Year and Date
      2015-03-27 – 2015-03-29
    • Related Report
      2014 Annual Research Report
  • [Presentation] Forest remote sensing in Japan2014

    • Author(s)
      Masato Katoh,
    • Organizer
      フィンランド国測地学研究所(FGI)
    • Place of Presentation
      フィンランド国測地学研究所(FGI)、フィンランド
    • Year and Date
      2014-05-26 – 2014-05-31
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] Application of the accuracy of a new tree species counting method using high- resolution satellite data in an old-growth Chamaecyparis obtusa forest in central Japan2013

    • Author(s)
      Masato Katoh, Francois A. Gougeon
    • Organizer
      Asian Conference of Remote Sensing (ACRS2013)
    • Place of Presentation
      Bali, Indonesia
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] Remote seinsing techniques for lasnd use classification of Madhupur forest area in Bangladesh using QuickBird image2013

    • Author(s)
      Mohammad abdollah Al Faruq・Masato Katoh
    • Organizer
      Asian Conference of Remote Sensing (ACRS2013)
    • Place of Presentation
      Bali, Indonesia
    • Related Report
      2013 Annual Research Report
  • [Presentation] Interpretation of Forest Resource in Purple Mountain of Nanjing City, China Using WorldView2 Imagery by Individual Tree Crown (ITC) Method2013

    • Author(s)
      Songqie Deng・Masato Katoh
    • Organizer
      Asian Conference of Remote Sensing (ACRS2013)
    • Place of Presentation
      Bali, Indonesia
    • Related Report
      2013 Annual Research Report
  • [Presentation] Improved Biomass Estimation of Individual Trees Using A New Method and Multiple Remote Sensing Data2013

    • Author(s)
      Nan Wang, Masato Katoh, Shin-ichi Yamamoto, Naoyuki Nishimura, Daisuke Hoshino
    • Organizer
      Asian Conference of Remote Sensing (ACRS2013)
    • Place of Presentation
      Bali, Indonesia
    • Related Report
      2013 Annual Research Report
  • [Presentation] 光学センサデータによる樹種別単木カウント法の木曽赤沢ヒノキ林への適用2013

    • Author(s)
      加藤正人
    • Organizer
      第124回日本森林学会
    • Place of Presentation
      岩手大学
    • Related Report
      2012 Annual Research Report
  • [Presentation] Worldview-2を用いた南京紫金山森林資源の解析2013

    • Author(s)
      Deng Songqui , 加藤正人, 関慶偉
    • Organizer
      第124回日本森林学会
    • Place of Presentation
      岩手大学
    • Related Report
      2012 Annual Research Report
  • [Presentation] GeoEye-1衛星データを用いた木曽赤沢老齢林バイオマス推定2013

    • Author(s)
      王楠, 加藤正人, 山本進一, 西村尚之, 星野大介
    • Organizer
      第124回日本森林学会
    • Place of Presentation
      岩手大学
    • Related Report
      2012 Annual Research Report
  • [Presentation] Madhupurにおける熱帯広葉樹林の再生2013

    • Author(s)
      Al Faruq Mohammad, 加藤正人
    • Organizer
      第124回日本森林学会
    • Place of Presentation
      岩手大学
    • Related Report
      2012 Annual Research Report
  • [Presentation] オブジェクトベースとピクセル分類にとり作成した植生図の比較-言州大学構内演習林を事例として-2013

    • Author(s)
      成瀬真理生, 加藤正人
    • Organizer
      第124回日本森林学会
    • Place of Presentation
      岩手大学
    • Related Report
      2012 Annual Research Report
  • [Presentation] 航空写真からのTemplate Maching法とLocal Maximum Filtering法を用いた樹頂点の検出と精度検証2013

    • Author(s)
      小林竜大, 加藤正人
    • Organizer
      第124回日本森林学会
    • Place of Presentation
      岩手大学
    • Related Report
      2012 Annual Research Report
  • [Presentation] 長野県南箕輪村大芝の森におけるラジコンヘリコプターを用いた間伐木選定に関する研究2013

    • Author(s)
      近藤大将, 加藤正人
    • Organizer
      第124回日本森林学会
    • Place of Presentation
      岩手大学
    • Related Report
      2012 Annual Research Report
  • [Presentation] オブジェクトベース分類による要間伐林の抽出2013

    • Author(s)
      大地純平
    • Organizer
      第124回日本森林学会
    • Place of Presentation
      岩手大学
    • Related Report
      2012 Annual Research Report
  • [Presentation] 地域の森林バイオマス資源を空から高精度で把握する2012

    • Author(s)
      加藤正人
    • Organizer
      信州大学地域連携フォーラム・バイオマスタウン構想から持続可能社会実現ヘ
    • Place of Presentation
      ホテルモンターニュ松本、松本市(招待講演)
    • Year and Date
      2012-12-04
    • Related Report
      2012 Annual Research Report
  • [Presentation] ヨーロッパにおける薪を含めた先進的な森林資源利用2012

    • Author(s)
      加藤正人
    • Organizer
      森つくり講演会
    • Place of Presentation
      大芝高原研修センター、南箕輪村(招待講演)
    • Year and Date
      2012-12-02
    • Related Report
      2012 Annual Research Report
  • [Presentation] 最先端技術 森林を適切に管理するための広域診断システムー高解像度衛星写真を用いたリモートセンシング森林資源把握2012

    • Author(s)
      加藤正人
    • Organizer
      長野県林業コンサルタント協会会員研修会
    • Place of Presentation
      長野県林業総合センター大研修室、塩尻市(招待講演)
    • Year and Date
      2012-11-22
    • Related Report
      2012 Annual Research Report
  • [Presentation] 最新の森林りモセン動向と実用研究を考える2012

    • Author(s)
      加藤正人
    • Organizer
      アジア航測株式会社研修会
    • Place of Presentation
      新百合本社3Fプレゼンルーム(川崎市)、サブ会場:仙台・名古屋・大阪・福岡支店(TV会議)(招待講演)
    • Year and Date
      2012-11-15
    • Related Report
      2012 Annual Research Report
  • [Presentation] Verification of the accuracy of a new tree species counting method using high- resolution satellite data in an old-growth Chamaecyparis obtusa forest in central Japan2012

    • Author(s)
      Masato Katoh, Francois A.Gougeon, Shin-ichi Yamamoto, Naoyuki Nishimura, Daisuke Hoshino, Yunqing Li
    • Organizer
      ForestSAT2012,
    • Place of Presentation
      Oregon State University, USA,
    • Related Report
      2012 Annual Research Report
  • [Presentation] Application of Japanese Forest resource management using RS/GIS/GPS2012

    • Author(s)
      加藤正人
    • Organizer
      南京林業大学 技術指導
    • Place of Presentation
      南京林業大学、中国(招待講演)
    • Related Report
      2012 Annual Research Report
  • [Book] Remote Sensing of Forests From Lidar and Radar2015

    • Author(s)
      Juha Hyypp, Mika Karjalainen, Xinlian Liang, Anttoni Jaakkola, Xiaowei Yu, Mike Wulder, Markus Hollaus, Joanne C. White, Mikko Vastaranta, Kirsi Karila, Harri Kaartinen, Matti Vaaja, Ville Kankare, Antero Kukko, Markus Holopainen, Masato Katoh
    • Total Pages
      600
    • Publisher
      TAYLOR & FRANCIS
    • Related Report
      2014 Annual Research Report
  • [Book] 森林リモートセンシング第4版 -基礎から応用まで-2014

    • Author(s)
      加藤正人 編著
    • Total Pages
      429
    • Publisher
      J-FIC
    • Related Report
      2014 Annual Research Report
  • [Remarks] 研究所長メッセージ

    • URL

      http://www.shinshu-u.ac.jp/institution/ims/message.html

    • Related Report
      2014 Annual Research Report
  • [Remarks] 先鋭領域融合研究群 公式WEBサイト

    • URL

      http://www.shinshu-u.ac.jp/institution/iccer/

    • Related Report
      2014 Annual Research Report
  • [Remarks] 信州大学農学部 加藤正人研究室

    • URL

      http://karamatsu.shinshu-u.ac.jp/lab/finfo/

    • Related Report
      2014 Annual Research Report

URL: 

Published: 2012-04-24   Modified: 2019-07-29  

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