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Ecosystem Management System Based on SpatiTempral Dyanamics of Masting

Research Project

Project/Area Number 23380152
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Agricultural information engineering
Research InstitutionTokyo University of Agriculture and Technology

Principal Investigator

KENSHI Sakai  東京農工大学, (連合)農学研究科(研究院), 教授 (40192083)

Project Period (FY) 2011-04-01 – 2014-03-31
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥19,630,000 (Direct Cost: ¥15,100,000、Indirect Cost: ¥4,530,000)
Fiscal Year 2013: ¥3,510,000 (Direct Cost: ¥2,700,000、Indirect Cost: ¥810,000)
Fiscal Year 2012: ¥3,510,000 (Direct Cost: ¥2,700,000、Indirect Cost: ¥810,000)
Fiscal Year 2011: ¥12,610,000 (Direct Cost: ¥9,700,000、Indirect Cost: ¥2,910,000)
Keywordsカオス / 豊凶 / ドングリ / 堅果 / マスティング / 時空間ダイナミクス / 生態系管理 / マルチエージェント / CML / 農業情報工学 / モデリング / シミュレーション / カオス理論 / 分光画像 / CML / アルゴリズム
Research Abstract

We developed a GIS-based mating modeling technique. Individual canopies were identified through airborne image segmentation, and CML was established with the segmanted 4073 canplies. The dynamics of the acorn production of each tree is modeled as an oscillator in the CML. Coupling in this CML corresponds to pollen coupling between trees. To determine the features of the developed spatiotemporal dynamics, we employed a spatial autocorrelation function and conducted a parameter study by changing fundamental system parameters such as coupling strength. The output of the model was expressed in a GIS base to enable easy visualization of the spatiotemporal dynamics and spatial synchrony. Additionally, this approach was able to show the difference between conventional CML model and our GIS based CML model. We also improved RBM by employing with whether cue.

Report

(4 results)
  • 2013 Annual Research Report   Final Research Report ( PDF )
  • 2012 Annual Research Report
  • 2011 Annual Research Report
  • Research Products

    (32 results)

All 2014 2013 2012 2011 Other

All Journal Article (8 results) (of which Peer Reviewed: 8 results) Presentation (20 results) Book (2 results) Remarks (2 results)

  • [Journal Article] Modelling of Spatial Synchrony in Acorn Masting for Ecosystem Management2014

    • Author(s)
      Takahiro Yamazaki, Kenshi Sakai
    • Journal Title

      Proceedings of The 2014 International Symposium on Nonlinear Theory and its Applications

      Volume: 6086(in press)

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Limited and time-delayed internal resource allocation generates oscillations and chaos in the dynamics of citrus crops2013

    • Author(s)
      Xujun Ye, Kenshi Sakai
    • Journal Title

      Chaos

      Volume: 23巻 Issue: 4 Pages: 43124-43124

    • DOI

      10.1063/1.4832617

    • Related Report
      2013 Annual Research Report 2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] ロータリ耕による砕土程度が畑雑草の発生に与える影響2013

    • Author(s)
      楢原愛・酒井憲司
    • Journal Title

      雑草研究

      Volume: 58(2) Pages: 45-51

    • NAID

      220000139505

    • URL

      https://www.jstage.jst.go.jp/article/weed/58/2/58_45/_pdf

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Performance of a no-tillage seeder with different cover crop species and residue management for sweet sorghum for sustainable biofuel production2013

    • Author(s)
      (Tiejun Zhao) Yanzhong Zhao Youji Nitta Kenshi Sakai  Atsushi Yagioka Masakazu Komatsuzaki
    • Journal Title

      Engineering in Agriculture, Environment and Food

      Volume: in press

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Landscape Changes and Spatial Inclinations in the Satoyama of Sano, Japan by Aerial Photos, Remote Sensing2012

    • Author(s)
      Gand Shen, Kenshi Sakai
    • Journal Title

      2nd International Conference on Environment and Transportation Engineering (RSETE)

      Pages: 12931830-12931830

    • DOI

      10.1109/rsete.2012.6260611

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Effects of pulverization of the soil surface on weed emergence2012

    • Author(s)
      楢原愛、酒井憲司
    • Journal Title

      Journal of Weed Science and Technology

      Volume: 58 Issue: 2 Pages: 45-51

    • DOI

      10.3719/weed.58.45

    • NAID

      130004504074

    • ISSN
      0372-798X, 1882-4757
    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Assessing Soil Organic Carbon Using Portable Hyper-spectral Camera in Andisols2012

    • Author(s)
      (Tiejun Zhao) Kenshi Sakai Tatsuya Higashi Masakazu Komatsuzaki
    • Journal Title

      TheJournal of Agricultural Science and Application (JASA)

      Volume: 1(4) Pages: 1-6

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Capturing landscape changes and ecological processes in Nikko National Park (Japan) by integrated use of remote sensing images2011

    • Author(s)
      Shen, G
    • Journal Title

      Landscape and Ecological Engineering

      Volume: 9(1) Issue: 1 Pages: 89-98

    • DOI

      10.1007/s11355-011-0180-1

    • Related Report
      2013 Annual Research Report 2013 Final Research Report 2012 Annual Research Report 2011 Annual Research Report
    • Peer Reviewed
  • [Presentation] マルチエージェントシステムによる生態系管理プラットフォーム2013

    • Author(s)
      酒井憲司, 他
    • Organizer
      農業食料工学会
    • Place of Presentation
      帯広
    • Related Report
      2013 Final Research Report
  • [Presentation] 生態系管理を目的とした森林の豊凶現象のモデリング2013

    • Author(s)
      山崎崇広・酒井憲司
    • Organizer
      農業食料工学会
    • Place of Presentation
      帯広
    • Related Report
      2013 Final Research Report
  • [Presentation] マルチエージェントシステムによる生態系管理プラットフォーム2013

    • Author(s)
      酒井憲司、森俊勝、趙鉄軍、山崎崇広、Nina Sviridova、松橋輝明
    • Organizer
      農業食料工学会
    • Place of Presentation
      帯広畜産大学(北海道 帯広市)
    • Related Report
      2013 Annual Research Report
  • [Presentation] 生態系管理を目的とした森林の豊凶現象のモデリング2013

    • Author(s)
      山﨑崇広、酒井憲司
    • Organizer
      農業農食料工学会
    • Place of Presentation
      帯広畜産大学(北海道 帯広市)
    • Related Report
      2013 Annual Research Report
  • [Presentation] 社会・生態システムにおけるマルチエージェント・シミュレーション2012

    • Author(s)
      森 俊勝・酒井憲司
    • Organizer
      第59回日本生態学会大会大会
    • Place of Presentation
      大津
    • Year and Date
      2012-03-21
    • Related Report
      2013 Final Research Report
  • [Presentation] 社会・生態システムにおけるマルチエージェント・シミュレーション2012

    • Author(s)
      森俊勝, 酒井憲司
    • Organizer
      第59回日本生態学会大会
    • Place of Presentation
      大津
    • Year and Date
      2012-03-21
    • Related Report
      2011 Annual Research Report
  • [Presentation] ハイパースペクトルイメージングを用いたミカン樹木の栄養成分把握2012

    • Author(s)
      松橋輝明・酒井憲司
    • Organizer
      農業環境工学関連学会2012合同大会
    • Place of Presentation
      宇都宮
    • Related Report
      2013 Final Research Report
  • [Presentation] 自動航行空撮ラジコンヘリを用いたコナラ林冠のフェノロジー記録2012

    • Author(s)
      山崎崇広・酒井憲司
    • Organizer
      農業環境工学関連学会2012合同大会
    • Place of Presentation
      宇都宮
    • Related Report
      2013 Final Research Report
  • [Presentation] GIS を用いた森林のマスティングの時空間モデリング2012

    • Author(s)
      山崎崇広・酒井憲司
    • Organizer
      農業環境工学関連学会2012合同大会
    • Place of Presentation
      宇都宮
    • Related Report
      2013 Final Research Report
  • [Presentation] ロータリ耕による砕土程度が畑雑草の発生に与える影響2012

    • Author(s)
      楢原愛・酒井憲司
    • Organizer
      農業環境工学関連学会2012合同大会
    • Place of Presentation
      宇都宮
    • Related Report
      2013 Final Research Report
  • [Presentation] Landscape Changes and Spatial Inclinations in the Satoyama of Sano, Japan by Aerial Photos2012

    • Author(s)
      (Gang Shen ) Kenshi Sakai
    • Organizer
      nst. of GIS & Remote Sensing, Tourism Coll. of Zhejiang, Hangzhou, China
    • Place of Presentation
      江蘇省、Nanjing Shuguang International Hotel
    • Related Report
      2012 Annual Research Report
  • [Presentation] ハイパースペクトルイメージングを用いたミカン樹木の栄養成分把握2012

    • Author(s)
      (松橋 輝明) 酒井憲司
    • Organizer
      農業環境工学関連学会2012年合同大会
    • Place of Presentation
      栃木県、宇都宮大学
    • Related Report
      2012 Annual Research Report
  • [Presentation] Reconstructing Model-based Dynamics of Alternate Bearing in Perennial Crops2012

    • Author(s)
      (Ye Xujun) Kenshi Sakai
    • Organizer
      農業環境工学関連学会2012年合同大会
    • Place of Presentation
      宇都宮大学
    • Related Report
      2012 Annual Research Report
  • [Presentation] Assessing Soil Organic Carbon Using Portable Hyper-spectral Camera in Andisols2012

    • Author(s)
      (Ye Xujun) 酒井 憲司 東 達哉 小松崎 将一
    • Organizer
      農業環境工学関連学会2012年合同大会
    • Place of Presentation
      栃木県、宇都宮大学
    • Related Report
      2012 Annual Research Report
  • [Presentation] ロータリ耕における砕土程度が畑雑草の発生に与える影響2012

    • Author(s)
      (楢原 愛) 酒井 憲司
    • Organizer
      農業環境工学関連学会2012年合同大会
    • Place of Presentation
      栃木県、宇都宮大学
    • Related Report
      2012 Annual Research Report
  • [Presentation] 自動航行空撮ラジコンヘリを用いたコナラ林冠のフェノロジー記録2012

    • Author(s)
      (山崎 崇広) 酒井 憲司
    • Organizer
      農業環境工学関連学会2012年合同大会
    • Place of Presentation
      栃木県、宇都宮大学
    • Related Report
      2012 Annual Research Report
  • [Presentation] GIS を用いた森林のマスティングの時空間モデリ ング2012

    • Author(s)
      (山﨑崇広) 酒井憲司
    • Organizer
      第 28 回個体群生態学会大会
    • Place of Presentation
      千葉県、東邦大学
    • Related Report
      2012 Annual Research Report
  • [Presentation] ロータリ耕による砕土程度が畑雑草の発 生に与える影響2012

    • Author(s)
      (楢原愛) 酒井憲司
    • Organizer
      日本雑草学会第51回大会
    • Place of Presentation
      茨城県、農業環境技術研究所
    • Related Report
      2012 Annual Research Report
  • [Presentation] ブナ林の豊凶現象のモデリング-昆虫群集および気象要因を考慮して-2011

    • Author(s)
      山崎崇広・酒井憲司
    • Organizer
      第70回農業機械学会年次大会
    • Place of Presentation
      弘前
    • Year and Date
      2011-09-28
    • Related Report
      2013 Final Research Report 2011 Annual Research Report
  • [Presentation] 格子モデルを用いた森林のマスティングと種子食害昆虫の時空間ダイナミクス2011

    • Author(s)
      山崎崇広・酒井憲司
    • Organizer
      第58回日本生態学会大会
    • Place of Presentation
      札幌
    • Year and Date
      2011-03-08
    • Related Report
      2013 Final Research Report
  • [Book] Fruit Yield Estimation Through Multispectral Imaging in Advances in Citrus Nutrition (ed. Anoop Kumar Srivastava)2012

    • Author(s)
      Xujun Ye, Kenshi Sakai
    • Publisher
      Springer
    • Related Report
      2013 Final Research Report
  • [Book] Advances in Citrus Nutrition,2012

    • Author(s)
      A.K. Srivastava (ed.)
    • Total Pages
      477
    • Publisher
      Springer Science+Business Media B.V
    • Related Report
      2012 Annual Research Report
  • [Remarks]

    • URL

      http://kenkyu-web.tuat.ac.jp/Profiles/1/0000021/profile.html

    • Related Report
      2013 Final Research Report
  • [Remarks] 東京農工大学研究者プロフィール(酒井憲司)

    • URL

      http://kenkyu-web.tuat.ac.jp/Profiles/1/0000021/profile.html

    • Related Report
      2013 Annual Research Report

URL: 

Published: 2011-04-06   Modified: 2019-07-29  

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