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Studies on applications of the image analysis system to international forest health monitoring programs

Research Project

Project/Area Number 13556021
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section展開研究
Research Field 林学
Research InstitutionMIYAZAKI UNIVERSITY

Principal Investigator

MIZOUE Nobuya  MIYAZAKI UNIVERSITY, AGRICULTURE, ASSOCIATE PROFESSOR, 農学部, 講師 (00274522)

Project Period (FY) 2001 – 2002
Project Status Completed (Fiscal Year 2002)
Budget Amount *help
¥4,800,000 (Direct Cost: ¥4,800,000)
Fiscal Year 2002: ¥1,800,000 (Direct Cost: ¥1,800,000)
Fiscal Year 2001: ¥3,000,000 (Direct Cost: ¥3,000,000)
Keywordsimage analysis / tree health / monitoring / observer bias / digital camera / 画像処理 / 国際情報交換 / スイス / ヨーロッパ / 森林健全度モニタリング / CROCO / オペレータ
Research Abstract

In the European forest health monitoring, crown transparency is visually assessed, but problems exist in observer variability. The objectives of this research is to develop the image analysis system for crown condition assessments, called CROCO, to examine the precision of CROCO in terms of digital camera types and weather conditions and in comparison with the visual assessments.
In July and August 2001, we photographed 80 trees of four species (Norway spruce, fir, beech and oak) around Birmensdorf in Switzerland, using 4 different digital cameras, under different sky conditions (with-sun, against-sun and cloudy). The camera A tended to underestimate crown transparency (CT) for all species under with-sun condition as compared to the other cameras. The camera B tended to overestimate CT for beech, and this is because many leaves were highly reflective to be close to white. The variability of the camera A and C with about one million dot resolution was larger than that of the camera B and D with three million resolution. So we recommend using a digital camera with resolution of more than three million dots for CROCO.
We examined the relationships between the CROCO estimates and the visual estimates by the representatives from 12 European countries. The data were obtained at the International Calibration Course in Slovak 1999, including 15 trees for each Norway spruce, fir, Scots pine, beech and oak. The results showed that the CROCO had less variability as compared to the visual assessments.

Report

(3 results)
  • 2002 Annual Research Report   Final Research Report Summary
  • 2001 Annual Research Report
  • Research Products

    (17 results)

All Other

All Publications (17 results)

  • [Publications] Mizoue, N.: "CROCO : Semi-automatic image analysis system for crown condition assessment in forest health monitoring"Journal of Forest Planning. 8. 17-24 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] Mizoue, N., Masutani, T.: "Image analysis measure of crown condition, foliage biomass and stem growth relationships of Chamaecyparis obtusa"Forest Ecology and Management. 172. 79-88 (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] Mizoue, N., Dobbertin, M.: "Detecting differences in crown transparency assessments between countries using the image analysis system CROCO"Environmental Monitoring and Assessment. (印刷中). (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] Mizoue, N.: "Fractal analysis of tree crown images in relation to crown transparency"Journal of Forest Planning. 7・2. 79-87 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] Dobbertin, M., Brang, P.: "Crown defoliation improves tree mortality models"Forest Ecology and Management. 141. 271-284 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] Dobbertin, M., Baltensweiler, D., Rigling, D.: "Tree mortality in an unmanaged mountain pine stand in the Swiss National Park impacted by root rot fungi"Forest Ecology and Management. 145. 79-89 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] Mizoue, N.: "CROCO: Semi-automatic image analysis system for crown condition assessment in forest health monitoring"Journal of Forest Planning. 8. 17-24 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] Mizoue, N. and Matsutani, T.: "Image analysis measure of crown condition, foliage biomass and stem growth relationships of Chamaecyparis obtusa"Forest Ecology and Management. 172. 79-88 (2003)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] Mizoue, N. and Dobbertin, M.: "Detecting differences in crown transparency assessments between countries using the image analysis system CROCO"Environmental Monitoring and Assessment, in press. (2003)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] Mizoue, N.: "Fractal analysis of tree crown images in relation to crown transparency"Journal of Forest Plannning. 7. 79-87 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] Dobbertin, M., Baltenweiler, D. and Rigling, D: "Tree mortality in an unmanaged mountain pine stand in the Swiss National Park impacted by root rot fungi"Forest Ecology and Management. 145. 79-89 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] Cherubini, P., Fontana, G., Dobbertin, M., Brang, P., Innes, J.: "Tree-life history prior to death: two fungal root pathogens affect tree-ring growth differently"Journal of Ecology. 90. 839-850 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2002 Final Research Report Summary
  • [Publications] Mizoue, N.: "CROCO : Semi-automatic image analysis system for crown condition assessment in forest health monitoring"Journal of Forest Planning. 8・1. 17-24 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] Mizoue, N., Masutani, T.: "Image analysis measure of crown condition, foliage biomass and stem growth relationships of Chamaecyparis obtusa"Forest Ecology and Management. 172. 79-88 (2003)

    • Related Report
      2002 Annual Research Report
  • [Publications] Mizoue, N., Dobbertin, M.: "Detecting differences in crown transparency assessments between countries using the image analysis system CROCO"Environmental Monitoring and Assessment. (印刷中). (2003)

    • Related Report
      2002 Annual Research Report
  • [Publications] Mizoue, N.: "Fractal analysis of tree crown images in relation to crown transparency"Journal of Forest Planning. 7・2. 79-87 (2001)

    • Related Report
      2002 Annual Research Report
  • [Publications] 吉田茂二郎, 溝上展也: "霧島国立公園内の老齢木の樹勢モニタリング(IV)-設定後6年目の結果-"九州森林研究. 56. 161-164 (2003)

    • Related Report
      2002 Annual Research Report

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Published: 2001-04-01   Modified: 2016-04-21  

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