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Development of high precision estimation method for tree species resource of natural broadleaved trees using next generation laser sensing

Research Project

Project/Area Number 17H03827
Research Category

Grant-in-Aid for Scientific Research (B)

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

Principal Investigator

katoh nasato  信州大学, 学術研究院農学系, 教授 (40345757)

Project Period (FY) 2017-04-01 – 2020-03-31
Project Status Completed (Fiscal Year 2019)
Budget Amount *help
¥13,390,000 (Direct Cost: ¥10,300,000、Indirect Cost: ¥3,090,000)
Fiscal Year 2019: ¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2018: ¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2017: ¥4,810,000 (Direct Cost: ¥3,700,000、Indirect Cost: ¥1,110,000)
Keywordsリモートセンシング / レーザセンシング / ドローン / スマート林業 / レーザ計測 / 森林科学 / 計画・管理 / 森林資源 / 精密林業
Outline of Final Research Achievements

If we can accurately understand the number of trees by species and the contents of forest resources in a wide area forest without conducting a forest survey, not only will forest management be much more efficient, but it will be extremely effective for timber production and resource utilization of renewable energy. The purpose of this study is to develop a technique for calculating the resource amount of tree species in high-precision broad-leaved natural forest, which is the ultimate purpose, as an application of remote sensing technology including laser scanning to the forestry field. We aimed to contribute to effective use. In Nagano Prefecture, which is a research field, we have developed a technology for providing precise broad-leaved resource information in units of single tree level, measured using a drone laser scanning. This method can be used for point cloud data for laser scanning approach of airborne that has a wide range of applications.

Academic Significance and Societal Importance of the Research Achievements

1)上空からのレーザ計測のみで、多大な労力と費用を要している森林調査と資源管理が効率的になり,経費の削減効果が大きい。未利用資源として扱われている広葉樹林の価値の見直し、林産業、バイオマス資源として有効利用できることから、学術的かつ産業的な貢献もでき、大きなインパクトを与えることができる。
2)本研究の森林調査をせずに森林資源情報を把握する方法は、国内では広大な北海道の針広天然林、海外では広葉樹林の多い東南アジア,南アメリカ、アフリカなどの諸外国の森林にも応用可能なことから,日本が先導する国際共同研究に貢献できる。

Report

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

    (30 results)

All 2019 2018 2017 Other

All Int'l Joint Research (4 results) Journal Article (5 results) (of which Int'l Joint Research: 3 results,  Open Access: 5 results,  Peer Reviewed: 4 results) Presentation (14 results) (of which Int'l Joint Research: 4 results,  Invited: 1 results) Remarks (1 results) Patent(Industrial Property Rights) (5 results) (of which Overseas: 1 results) Funded Workshop (1 results)

  • [Int'l Joint Research] Finnish Geospatial Institute(フィンランド)

    • Related Report
      2019 Annual Research Report
  • [Int'l Joint Research] Finnish Geospatial Institute/University of Eastern Finland(フィンランド)

    • Related Report
      2018 Annual Research Report
  • [Int'l Joint Research] Finnish Geospatial Institute/University of Eastern Finland/Aalto University(フィンランド)

    • Related Report
      2017 Annual Research Report
  • [Int'l Joint Research] SLU(スウェーデン)

    • Related Report
      2017 Annual Research Report
  • [Journal Article] レーザセンシングによるスマート精密林業2019

    • Author(s)
      (57)加藤正人、トウソウキュウ、竹中悠輝、張桂安、堀澤正彦、大野勝正、伊藤隆明
    • Journal Title

      精密工学会誌

      Volume: 85 Pages: 232-235

    • NAID

      130007881240

    • Related Report
      2019 Annual Research Report 2018 Annual Research Report
    • Open Access
  • [Journal Article] Forest in situ observations using unmanned aerial vehicle as an alternative of terrestrial measurements2019

    • Author(s)
      Xinlian Liang, Yunsheng Wang, Jiri Pyorala, Matti Lehtomaki, Xiaowei Yu, Harri Kaartinen, Antero Kukko, Eija Honkavaara, Aimad E. I. Issaoui, Olli Nevalainen, Matti Vaaja, Juho-Pekka Virtanen, Masato Katoh, Songqiu Deng
    • Journal Title

      Forest Ecosystems

      Volume: 6 Issue: 1 Pages: 1-16

    • DOI

      10.1186/s40663-019-0173-3

    • NAID

      120007113426

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Airborne laser scanning outperforms the alternative 3D techniques in capturing variation in tree height and forest density in southern boreal forests2018

    • Author(s)
      Vastaranta, M., Katoh, M., 他20名
    • Journal Title

      Baltic Forestry

      Volume: 24 Pages: 268-277

    • NAID

      120007184144

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] 地上レーザーとドローンを組合わせた森林資源の把握-北信州森林組合の管轄地を調査地として-2017

    • Author(s)
      張桂安、加藤正人
    • Journal Title

      中部森林研究

      Volume: 6 Pages: 91-96

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Perceptions of Local People toward Community Development and Forest Conservation in Bangladesh: The Case of Sal Forests2017

    • Author(s)
      3.Mohammad Abdullah Al Faruq, Sourovi Zaman, Masato Katoh
    • Journal Title

      Journal of Forest Planning

      Volume: 22 Pages: 29-38

    • NAID

      120007184143

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Presentation] レーザセンシグによるスマート精密林業技術の実践2019

    • Author(s)
      加藤正人
    • Organizer
      第130回日本森林学会大会
    • Related Report
      2019 Annual Research Report 2018 Annual Research Report
  • [Presentation] 普及型ドローンを用いた単木レベルの森林解析・森林情報の可視化2019

    • Author(s)
      千代西尾輔・加藤正人
    • Organizer
      第130回日本森林学会大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] Forest resource interpretation at the individual tree level using a SLAM laser scanning system2019

    • Author(s)
      トウソウキュウ・加藤正人
    • Organizer
      第130回日本森林学会大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] UAVデータを活用した樹種判別 紅葉時期の農学部構内演習林を事例として2019

    • Author(s)
      浦野陽平・中川太人・藤平光輝・トウソウキュウ・加藤正人
    • Organizer
      第130回日本森林学会大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] Forest resource interpretation at the individual tree level using a SLAM laser scanning system2019

    • Author(s)
      Songqiu Deng, Masato Katoh
    • Organizer
      第130回日本森林学会大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 普及型ドローンを用いた単木レベルの森林解析・森林情報の可視化2019

    • Author(s)
      千代西尾輔、加藤正人
    • Organizer
      第130回日本森林学会大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] UAVデータを活用した樹種判別 紅葉時期の農学部構内演習林を事例として2019

    • Author(s)
      浦野陽平・中川大人・藤平光希・加藤正人
    • Organizer
      第130回日本森林学会大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] レーザーセンシング情報を使用した持続的なスマート精密林業の開発2018

    • Author(s)
      加藤正人、Juha Hyyppa
    • Organizer
      第128回日本森林学会大会、鹿児島大学農学部、2018年3月26-29日
    • Related Report
      2017 Annual Research Report
  • [Presentation] 航空レーザー計測と地上レーザーとUAVを組合わせた計測との比較2018

    • Author(s)
      張桂安・加藤正人
    • Organizer
      第128回日本森林学会大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Species classification of natural broad leaved forest in Afan woodland using airborne laser data2018

    • Author(s)
      Songqiu Deng, Masato Katoh
    • Organizer
      第128回日本森林学会大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Development of smart precision forestry in a Japanese conifer plantation using laser scanning data2017

    • Author(s)
      M. Katoh, S. Deng, Y. Takenaka, K. Cheung, M. Horisawa, K. Oono, J. Hyypp, X. Yu, X. Liang, Y. Wang
    • Organizer
      ISPRS Frontiers in Spectral imaging and 3D Technologies for Geospatial Solutions
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Tree species classification of broadleaved forests in Nagano, central Japan, using airborne laser data and multispectral images2017

    • Author(s)
      S. Deng, M. Katoh, Y. Takenaka, K. Cheung, A. Ishii, N. Fujii, T. Gao
    • Organizer
      ISPRS Frontiers in Spectral imaging and 3D Technologies for Geospatial Solutions
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Forest resources measurements by combination of terrestrial laser scanning and drone use2017

    • Author(s)
      K. Cheung, M. Katoh, M. Horisawa,
    • Organizer
      ISPRS Frontiers in Spectral imaging and 3D Technologies for Geospatial Solutions
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Detecting forests damaged by pine wilt disease at the individual tree level using airborne laser data and WorldView-2/3 images over two seasons2017

    • Author(s)
      Y. Takenaka, M. Katoh, S. Deng, K. Cheung
    • Organizer
      ISPRS Frontiers in Spectral imaging and 3D Technologies for Geospatial Solutions
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Remarks] 信州大学農学部 加藤正人研究室

    • URL

      http://www.shinshu-u.ac.jp/faculty/agriculture/lab/finfo/

    • Related Report
      2018 Annual Research Report
  • [Patent(Industrial Property Rights)] 伐採状況調査用データ作成方法及び伐採状況調査用データ作成装置2019

    • Inventor(s)
      加藤正人・トウソウキュウ
    • Industrial Property Rights Holder
      加藤正人・トウソウキュウ
    • Industrial Property Rights Type
      特許
    • Industrial Property Number
      2019-001419
    • Filing Date
      2019
    • Related Report
      2019 Annual Research Report
  • [Patent(Industrial Property Rights)] 伐採状況調査用データ作成方法及び伐採状況調査用データ作成装置2019

    • Inventor(s)
      加藤正人、トウ ソウキュウ
    • Industrial Property Rights Holder
      加藤正人、トウ ソウキュウ
    • Industrial Property Rights Type
      特許
    • Industrial Property Number
      2019-001419
    • Filing Date
      2019
    • Related Report
      2018 Annual Research Report
  • [Patent(Industrial Property Rights)] 森林資源情報算定方法及び森林資源情報算定装置2019

    • Inventor(s)
      加藤正人、張桂安
    • Industrial Property Rights Holder
      加藤正人、張桂安
    • Industrial Property Rights Type
      特許
    • Industrial Property Number
      2018-076426
    • Filing Date
      2019
    • Related Report
      2018 Annual Research Report
    • Overseas
  • [Patent(Industrial Property Rights)] 間伐木の選定方法及び選定装置2018

    • Inventor(s)
      加藤正人、トウ ソウキュウ
    • Industrial Property Rights Holder
      加藤正人、トウ ソウキュウ
    • Industrial Property Rights Type
      特許
    • Industrial Property Number
      2018-215554
    • Filing Date
      2018
    • Related Report
      2018 Annual Research Report
  • [Patent(Industrial Property Rights)] 森林資源情報算定方法及び 森林資源情報算定装置2018

    • Inventor(s)
      加藤正人、張桂安
    • Industrial Property Rights Holder
      加藤正人、張桂安
    • Industrial Property Rights Type
      特許
    • Industrial Property Number
      2018-076426
    • Filing Date
      2018
    • Related Report
      2017 Annual Research Report
  • [Funded Workshop] フィンランド・日本合同シンポジウム レーザーセンシングによるICTスマート精密林業 in 東京2018

    • Related Report
      2017 Annual Research Report

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Published: 2017-04-28   Modified: 2021-02-19  

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