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Quality assurance and effective utilization of forest resource monitoring data

Research Project

Project/Area Number 17380099
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field 林学・森林工学
Research InstitutionKyushu University

Principal Investigator

MIZOUE Nobuya  Kyushu University, Faculty of Agriculture, Associate Professor (00274522)

Co-Investigator(Kenkyū-buntansha) YOSHIDA Shigejiro  Kyushu University, Faculty of Agriculture, Professor (80128462)
MURAKAMI Takuhiko  Niigata University, Faculty of Agriculture, Associate Professor (20332843)
ITO Satoshi  Miyazaki University, Faculty of Agriculture, Associate Professor (00231150)
Project Period (FY) 2005 – 2007
Project Status Completed (Fiscal Year 2007)
Budget Amount *help
¥15,750,000 (Direct Cost: ¥15,300,000、Indirect Cost: ¥450,000)
Fiscal Year 2007: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Fiscal Year 2006: ¥3,200,000 (Direct Cost: ¥3,200,000)
Fiscal Year 2005: ¥10,600,000 (Direct Cost: ¥10,600,000)
KeywordsNational Forest Inventory / Quality assurance / Quality control / Measurement error / Precision / Accuracy
Research Abstract

National Forest Inventories (NFIs) have been carried out in many countries , and historically, NFIs were very much oriented toward describing state and change of forests with regard to timber production . Over recent decades, there is an increased demand for information on non-productive functions of forests due to the requests of policy makers and the public's perception of forests . Quality Assurance (QA) is essential in long-term and large-scale environmental monitoring programs to ensure a documentation of quality of the field data and allow a data quality evaluation. However, there has been very limited information of current level of NFI data quality over the world.
We evaluated data quality of Japanese National Forest Inventory, which had started in 1999 and had not carried out quality assurance program. Forty eight plots in four prefectures were remeasured by a control team, making careful and unhurried measurements. The paired data between field teams of each prefecture and the control team were evaluated, including two tree-level valuables (DBH and total height) and seven plot-level valuables (tree count, tree species richness, understory vegetation species richness and 4 of topographic condition). As compared to the control team, all field teams of each prefecture tended to significantly underestimate all of the continuous valuables. Most variables had larger variability as compared to the published literature, without achieving measurement quality objectives adopted in other monitoring programs. The findings of consistent bias and large variation of the field team measurements call for urgent implementation of quality assurance (QA) program (extensive field training and regular remeasurement) to improve data quality in Japan as well as countries without QA program. This study also suggested to promote international comparisons of data quality data to standardize the quality level at global scale.

Report

(4 results)
  • 2007 Annual Research Report   Final Research Report Summary
  • 2006 Annual Research Report
  • 2005 Annual Research Report
  • Research Products

    (32 results)

All 2008 2007 2006 2005 Other

All Journal Article (12 results) (of which Peer Reviewed: 7 results) Presentation (20 results)

  • [Journal Article] 森林調査における直径・樹高測定の正確度・精度に関する研究2008

    • Author(s)
      北原 文章・溝上 展也・吉田 茂二郎
    • Journal Title

      九州森林研究 61

      Pages: 176-168

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] A study of accuracy and precision of tree diameter and height measurement in forest survey2008

    • Author(s)
      Kitahara, F., Mizoue, N., Yoshida, S
    • Journal Title

      Kyushu Journal of Forest Research 61

      Pages: 176-178

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] 森林調査における直径・樹高測定の正確度2008

    • Author(s)
      北原 文章, ら
    • Journal Title

      九州森林研究 61

      Pages: 176-178

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 現行の全国森林資源モニタリング調査と戦後のわが国の森林資源調査について2008

    • Author(s)
      吉田 茂二郎
    • Journal Title

      日本森林学会誌 (印刷中)

    • NAID

      110006879154

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Differences in spectral trajectory with stand volume development between Japanese larch and Japanese oak in Hokkaido,Japan2007

    • Author(s)
      Kajisa, T.Murakami, T., Mizoue, N., Yoshida, S
    • Journal Title

      Journal of Forest Research 12

      Pages: 435-441

    • NAID

      10027224834

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Differences in spectral trajectory with stand volume development between Japanese larch and Japanese oak in Hokkaido, Japan2007

    • Author(s)
      Kajisa, T., Murakami, T., Mizoue, N., Yoshida, S
    • Journal Title

      Journal of Forest Research 12

      Pages: 435-441

    • NAID

      10027224834

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] 九州大学北海道演習林におけるk-Nearest Neighbor法を用いた林分材積の推定2005

    • Author(s)
      加治 佐剛・村上 拓彦・溝上 展也・吉田 茂二郎
    • Journal Title

      九州森林研究 58

      Pages: 139-141

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Timber volume estimation using k-nearest neighbor method at the experimental forest of Kyushu University in Hokkaido2005

    • Author(s)
      Kajisa, T., Murakami, T., Mizoue, N., Yoshida, S
    • Journal Title

      Journal of Forest Research 58

      Pages: 139-141

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Estimation of stand volumes using k-nearest neibors in Kyushu,Japan

    • Author(s)
      Kajisa T., Murakami T., Mizoue N., Fumiaki K, Yoshida, S
    • Journal Title

      Journal of Forest Research

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] 現行の全国森林資源モニタリング調査と戦後のわが国の森林資源調査について

    • Author(s)
      吉田 茂二郎
    • Journal Title

      日本森林学会誌

    • NAID

      110006879154

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Estimation of stand volumes using k-nearest neibors in Kyushu, Japan

    • Author(s)
      Kajisa, T., Murakami, T., Mizoue, N., Fumiaki, K., Yoshida, S
    • Journal Title

      Journal of Forest Research (in press)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Current national forest resource monitoring and forest resource inventory after the world war II

    • Author(s)
      Yoshida, S
    • Journal Title

      Japanese Journal of Forest Society (in press)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] 森林資源モニタリング調査データにおける品質保証・有効利用2008

    • Author(s)
      北原 文章, 溝上 展也, 吉田 茂二郎
    • Organizer
      第119回 日本森林学会大会
    • Place of Presentation
      東京農工大学
    • Year and Date
      2008-03-28
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] 衛星データを用いた森林バイオマス量推定におけるオブジェクトベースとピクセルベースの比較2008

    • Author(s)
      加治佐 剛, 溝上 展也, 村上 拓彦, Top Neth, 吉田 茂二 郎明
    • Organizer
      第119回 日本森林学会大会
    • Place of Presentation
      東京農工大学
    • Year and Date
      2008-03-28
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] The comparing pixel-based and object-based forest biomass estimation using moderate satellite image based permanent sample plots in Kampong Tom Province, Cambodia2008

    • Author(s)
      Kajisa, T., Mizoue, N., Murakami, T., Top, N., Yoshida, S
    • Organizer
      The Japanese Forest Society Congress 119
    • Place of Presentation
      Tokyo University of Agriculture and Technology
    • Year and Date
      2008-03-28
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] 森林資源モニタリング調査データにおける品質保証・有効利用2008

    • Author(s)
      北原 文章, ら
    • Organizer
      第119回日本森林学会大会
    • Place of Presentation
      東京農工大学
    • Year and Date
      2008-03-28
    • Related Report
      2007 Annual Research Report
  • [Presentation] 沖縄県の森林資源に関する研究2008

    • Author(s)
      玉城 雅範, ら
    • Organizer
      第119回日本森林学会大会
    • Place of Presentation
      東京農工大学
    • Year and Date
      2008-03-28
    • Related Report
      2007 Annual Research Report
  • [Presentation] 衛星データを用いた森林バイオマス量推定におけるオブジェクトベースとピクセルベースの比較2008

    • Author(s)
      加治 佐剛, ら
    • Organizer
      第119回日本森林学会大会
    • Place of Presentation
      東京農工大学
    • Year and Date
      2008-03-28
    • Related Report
      2007 Annual Research Report
  • [Presentation] 島嶼諸地域を含む沖縄県の森林資源の把握に関する研究2008

    • Author(s)
      玉城 雅範, ら
    • Organizer
      第63回日本森林学会九州支部大会
    • Place of Presentation
      東京農工大学
    • Year and Date
      2008-03-28
    • Related Report
      2007 Annual Research Report
  • [Presentation] 森林資源モニタリング調査データと衛星データを用いたk-nearest neighbor法による林分材積の推定2008

    • Author(s)
      加治 佐剛, ら
    • Organizer
      第63回日本森林学会九州支部大会
    • Place of Presentation
      東京農工大学
    • Year and Date
      2008-03-28
    • Related Report
      2007 Annual Research Report
  • [Presentation] 森林資源モニタリング調査データの品質保証に関する研究II-直径・樹高測定誤差2008

    • Author(s)
      北原 文章, ら
    • Organizer
      第63回日本森林学会九州支部大会
    • Place of Presentation
      東京農工大学
    • Year and Date
      2008-03-28
    • Related Report
      2007 Annual Research Report
  • [Presentation] 森林資源モニタリング調査における品質保証に関する研究2007

    • Author(s)
      北原 文章, 溝上 展也, 村上 拓彦, 吉田 茂二郎, 八村 智明
    • Organizer
      第118回 日本森林学会大会
    • Place of Presentation
      九州大学
    • Year and Date
      2007-04-03
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] カンボジアにおける衛星データと林分材積の関係2007

    • Author(s)
      加治佐 剛, 溝上 展也, 村上 拓彦 Tbp Neth, Kakada Khun, 吉田 茂二郎
    • Organizer
      第118回 日本森林学会大会
    • Place of Presentation
      九州大学
    • Year and Date
      2007-04-03
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Study on quality assurance and quality control of forest resource monitoring2007

    • Author(s)
      Kitahara, F., Mizoue, N., Yoshida, S
    • Organizer
      The Japanese Forest Society Congress 118
    • Place of Presentation
      Kyushu University
    • Year and Date
      2007-04-03
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Relationship between stand volume and satellite spectral data in Cambodia2007

    • Author(s)
      Kajisa, T., Mizoue, N., Murakami, T., Top, N., Khun, K., Yoshida, S
    • Organizer
      The Japanese Forest Society Congress 118
    • Place of Presentation
      Kyushu University
    • Year and Date
      2007-04-03
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] 森林資源モニタリング調査における品質保証・品質管理に関する研究(1)国内外の状況2006

    • Author(s)
      溝上 展也, 北原 文章, 吉田 茂二郎, 村上 拓彦, 八村 智明
    • Organizer
      第117回 日本森林学会大会
    • Place of Presentation
      東京農業大学
    • Year and Date
      2006-04-03
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] 森林資源モニタリング調査における品質保証・品質管理に関する研究(2)コントロールチームによる再測結果2006

    • Author(s)
      北原 文章, 溝上 展也, 吉田 茂二郎, 村上 拓彦, 八村 智明
    • Organizer
      第117回 日本森林学会大会
    • Place of Presentation
      東京農業大学
    • Year and Date
      2006-04-03
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] 冷温帯林における衛星データと林分材積の関係2006

    • Author(s)
      加治 佐剛, 村上 拓彦, 溝上 展也, 吉田 茂二郎
    • Organizer
      第117回 日本森林学会大会
    • Place of Presentation
      東京農業大学
    • Year and Date
      2006-04-03
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Study on quality assurance and quality control of forest resource monitoring(1) Review on activities in Japan and other countries2006

    • Author(s)
      Mizoue, N., Kitahara, F., Yoshida, S., Murakami, T., Hachimura, T
    • Organizer
      The Japanese Forest Society Congress 117
    • Place of Presentation
      Tokyo Agricultural University
    • Year and Date
      2006-04-03
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Study on quality assurance and quality control of forest resource monitoring(2) Result of re-measurement by control team2006

    • Author(s)
      Kitahara, F., Mizoue, N., Yoshida, S., Murakami, T., Hachimura, T
    • Organizer
      The Japanese Forest Society Congress 117
    • Place of Presentation
      Tokyo Agricultural University
    • Year and Date
      2006-04-03
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Relation between satellite image data and stand volume in cool-temperate forests2006

    • Author(s)
      Kajisa, T., Murakami, T., Mizoue, N., Yoshida, S
    • Organizer
      The Japanese Forest Society Congress 117
    • Place of Presentation
      Tokyo Agricultural University
    • Year and Date
      2006-04-03
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Quality assurance and effective use of National Forest Inventory data

    • Author(s)
      Kitahara, F., Mizoue, N., Yoshida, S
    • Organizer
      The Japanese Forest Society Congress 119
    • Place of Presentation
      Tokyo University of Agriculture and Technology
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary

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Published: 2005-04-01   Modified: 2016-04-21  

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