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Development of the image processing system with remotely sensed data for plantation forest thinning support

Research Project

Project/Area Number 24780145
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Forest science
Research InstitutionNiigata University

Principal Investigator

MURAKAMI Takuhiko  新潟大学, 自然科学系, 准教授 (20332843)

Project Period (FY) 2012-04-01 – 2014-03-31
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2013: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Fiscal Year 2012: ¥2,600,000 (Direct Cost: ¥2,000,000、Indirect Cost: ¥600,000)
Keywords空中写真 / 施業区画 / 人工林 / 境界 / 林齢 / 立木密度 / 局所最大値フィルタ法 / ローパスフィルタ / 時系列空中写真 / オルソフォト / 森林GIS / CART法 / IKONOS / Landsat / 人工林境界 / 主成分分析 / リモートセンシング / 高分解能衛星データ / オブジェクトベース画像分類 / 局所最大値フィルタ / 人工林林齢
Research Abstract

We propose a new method of extracting plantation boundary through multi-temporal image analysis using past aerial photos which have been taken by the Forestry Agency and the Geographical Survey Institute, Japan. Clear cut and planted sites were extracted with the second principal component of the principal component analysis of a two-year composite image of brightness or DSM data. This proposed method presented the possibility to delineate the boundary of the plantation.
We focused on local maximum filtering method as one of the extraction methods for single tree apex, and performed the stand density estimation of Japanese cedar plantation using GeoEye-1 panchromatic image (0.5-m spatial resolution). In this paper, we examined about the effect of filter size of maximum filter or low-pass filter for noise reduction on stand density estimation.

Report

(3 results)
  • 2013 Annual Research Report   Final Research Report ( PDF )
  • 2012 Research-status Report
  • Research Products

    (7 results)

All 2013 2012

All Journal Article (4 results) (of which Peer Reviewed: 1 results) Presentation (3 results)

  • [Journal Article] 時系列空中写真を用いた人工林小班区画抽出手法の開発2013

    • Author(s)
      村上拓彦・番場和徳・望月翔太
    • Journal Title

      森林計画学会誌

      Volume: 47 Pages: 27-36

    • NAID

      110009983595

    • Related Report
      2013 Annual Research Report 2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] スギ人工林の密度推定を行うために局所最大値フィルタ法をGeoEye-1パンクロマチックデータに適用した研究2012

    • Author(s)
      村上拓彦・高橋雅博
    • Journal Title

      新潟大学農学部研究報告

      Volume: 65 Pages: 49-55

    • NAID

      120006744914

    • URL

      http://dspace.lib.niigata-u.ac.jp:8080/dspace/handle/10191/22574

    • Related Report
      2013 Final Research Report 2012 Research-status Report
  • [Journal Article] 時系列空中写真合成画像を用いた境界情報の抽出と人工林林齢の推定2012

    • Author(s)
      村上拓彦
    • Journal Title

      現代林業

      Volume: 4 Pages: 40-44

    • Related Report
      2013 Final Research Report
  • [Journal Article] Ecological applications of digital canopy height model derived from stereo pair aerial photo imageries2012

    • Author(s)
      Takuhiko MURAKAMI
    • Journal Title

      Proceeding of the 33rd Asian Conference on Remote Sensing

      Volume: 33

    • Related Report
      2012 Research-status Report
  • [Presentation] リモートセンシング・GIS技術の森林保全・管理への応用2013

    • Author(s)
      村上拓彦
    • Organizer
      日本学術会議公開シンポジウム「農林水産業への地球観測・地理空間情報技術の応用」
    • Place of Presentation
      東京
    • Year and Date
      2013-03-21
    • Related Report
      2013 Final Research Report
  • [Presentation] Ecological applications of digital canopy height model derived from stereo pair aerial photo imageries2012

    • Author(s)
      Takuhiko MURAKAMI
    • Organizer
      The 33rd Asian Conference on Remote Sensing
    • Place of Presentation
      Pataya (Thailand)
    • Year and Date
      2012-11-27
    • Related Report
      2013 Final Research Report
  • [Presentation] Ecological applications of digital canopy height model derived from stereo pair aerial photo imageries2012

    • Author(s)
      Takuhiko MURAKAMI
    • Organizer
      The 33rd Asian Conference on Remote Sensing
    • Place of Presentation
      パタヤ,タイ
    • Related Report
      2012 Research-status Report

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Published: 2013-05-31   Modified: 2019-07-29  

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