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Wild・Forest Fires Occurrence and Extension Prediction due to Global Climate Change

Research Project

Project/Area Number 20241042
Research Category

Grant-in-Aid for Scientific Research (A)

Allocation TypeSingle-year Grants
Section一般
Research Field Natural disaster science
Research InstitutionHokkaido University

Principal Investigator

HONMA Toshihisa  Hokkaido University, 大学院・情報科学研究科, 教授 (00091497)

Co-Investigator(Kenkyū-buntansha) KIMURA Keiji  北海道大学, 情報科学研究科, 准教授 (30294276)
KUSHIDA Keiji  富山大学, 極東地域研究センター, 准教授 (90291236)
ENDO Satoshi  琉球大学, 工学部, 教授 (00223686)
AKAMINE Yuhei  琉球大学, 工学部, 助教 (00433095)
早坂 洋史  北海道大学, 大学院・工学研究科, 准教授 (40142195)
Project Period (FY) 2008 – 2010
Project Status Completed (Fiscal Year 2010)
Budget Amount *help
¥49,920,000 (Direct Cost: ¥38,400,000、Indirect Cost: ¥11,520,000)
Fiscal Year 2010: ¥14,430,000 (Direct Cost: ¥11,100,000、Indirect Cost: ¥3,330,000)
Fiscal Year 2009: ¥15,340,000 (Direct Cost: ¥11,800,000、Indirect Cost: ¥3,540,000)
Fiscal Year 2008: ¥20,150,000 (Direct Cost: ¥15,500,000、Indirect Cost: ¥4,650,000)
Keywords森林火災 / 気候変動 / 延焼予測 / リモートセンシング / シミュレーション / プロジェクトマネジメント / 階層化意思決定 / ニューラルネットワーク / 階層化意思決定法
Research Abstract

In this research, we developed the wild/forest fire detection softwear with high accuracy to detect hotspots of boreal forest fires in Alaska/Siberia and wildfires in Indonesia by using imagery data of satellites, in which we carried out ground truth and observed the fire spots with UAV in order to check the detection accuracy by the softwear. We also developed the simulation code to predict the fire expansion and verified the usefulness of the code. In addition, we proposed the quantitative method of decision for importance of project to mitigate the forest/wild fires and performance evaluation of the project.

Report

(4 results)
  • 2010 Annual Research Report   Final Research Report ( PDF )
  • 2009 Annual Research Report
  • 2008 Annual Research Report
  • Research Products

    (61 results)

All 2011 2010 2009 2008

All Journal Article (14 results) (of which Peer Reviewed: 14 results) Presentation (45 results) Book (2 results)

  • [Journal Article] Forcasting Project Performance Using a Neural Prediction Model2011

    • Author(s)
      A Nguvulu, S.Yamato, T.Honma
    • Journal Title

      Inst.Electrical Engineering of JAPAN 131

      Pages: 900-905

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Forecasting Project Performance Using a Neural Prediction Model2011

    • Author(s)
      A Nguvulu, S.Yamato, T.Honma
    • Journal Title

      Inst.Electrical Engineering of JAPAN

      Volume: 131 Pages: 900-905

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] プロジェクトの定量的評価モデルの提案と適用事例2010

    • Author(s)
      山戸昭三、中村仁之輔、本間利久
    • Journal Title

      プロジェクトマネジメント学会誌 12

      Pages: 19-26

    • NAID

      110007880183

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Sentinel Asia-the Overview and Prospect2010

    • Author(s)
      K.Kaku, K.Fukami, T.Honma, M.Fukuda
    • Journal Title

      Asian Journal of GEOINFORMATICS 10

      Pages: 35-41

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Sentinel Asia-the Overview and Prospect2010

    • Author(s)
      K.Kaku, K.Fukami, T.Honma, M.Fukuda
    • Journal Title

      Asian Journal of GEOINFORMATICS

      Volume: 10 Pages: 35-41

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] プロジェクトの定量的評価モデルの提案と適用事例2010

    • Author(s)
      山戸昭三、中村仁之輔、本間利久
    • Journal Title

      プロジェクトマネジメント学会誌

      Volume: 12 Pages: 19-26

    • NAID

      110007880183

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] An Evaluation Method for Hotspot Detection Algorithms Using Web-GIS2009

    • Author(s)
      K.Kaku, K.Kushida, T.Honma, M.Fukuda
    • Journal Title

      Asian Journal of GEOINFORMATICS 9

      Pages: 19-27

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] An Evaluation Method for Hotspot Detection Algorithms Using Wed-GIS2009

    • Author(s)
      K.Kaku, K.Kushida, T.Honma, M.Fukuda
    • Journal Title

      Asian Journal of GEOINFORMATICS 9

      Pages: 19-27

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A Stoc hastic Fire Detection Model in 4μm Constru cted by Using ASTER and MODIS2008

    • Author(s)
      K.Kushida, S.Chin Liew, O.Msihigdorj, K.Kaku, M.Fukuda, T.Honma
    • Journal Title

      Asian J ournal of GEOINFORMATICS 8

      Pages: 19-27

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] A Study of an Algorism to Detect Wildfire with Edges of Smoke Plumes2008

    • Author(s)
      Y.Kagiya, K.Kimura, T.Honma, K.Nakau
    • Journal Title

      Asian Journal of GEOINFORMATICS 8

      Pages: 35-40

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Wildfire Detection Method in Alaska by Three-dimensional Histogram of MODIS2008

    • Author(s)
      K.Honda, K.Kimura, T.Honma, J.Kudoh
    • Journal Title

      Asian Journal of GEOINFORMATICS 8

      Pages: 29-33

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] A Stochastic Fire Detection Model in 4μm Constructed by Using ASTER and MODIS2008

    • Author(s)
      K. Kushida, S. C. Liew, O. Msihigdorj, K. Kaku, M. Fukuda and T. lionma
    • Journal Title

      Asian Journal of Geoinfomatics 8-3

      Pages: 19-27

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Wildfire detection method in Alaska by three-dimensional histogram of MODIS2008

    • Author(s)
      Honda, K., K. Kimura, T. Honma and J. Kudoh
    • Journal Title

      Asian Journal of Geoinfomatics 8-3

      Pages: 29-33

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A study of an algorism to detect wildfire with edges of smoke plumes2008

    • Author(s)
      Kagiya, Y., K. Kimura, T. Honma and K. Nakau
    • Journal Title

      Asian Journal of Geoinfomatics 8-3

      Pages: 35-40

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Presentation] Project Evaluation Using Deep Machine Learning2011

    • Author(s)
      A.Nguvulu, S.Yamato, T.Honma
    • Organizer
      Soc.of Project Management of Japan
    • Place of Presentation
      Tokyo, Japan
    • Year and Date
      2011-03-10
    • Related Report
      2010 Final Research Report
  • [Presentation] Project Evaluation Using Deep Machine Learning2011

    • Author(s)
      A.Nguvulu, S.Yamato, T.Honma
    • Organizer
      Soc.of Project management of Japan
    • Place of Presentation
      Tokyo, Japan
    • Year and Date
      2011-03-10
    • Related Report
      2010 Annual Research Report
  • [Presentation] Land Cover Classification in Central Kalimantang, Indonesia Using ALOS-AVNIR and PALSAR2010

    • Author(s)
      T.Honma, K.Kimura, Y.Baba
    • Organizer
      The 4^<th> Joint PI Symposium of ALOS Data Nodes for ALOS Science Program 2010
    • Place of Presentation
      Tokyo, Japan
    • Year and Date
      2010-11-17
    • Related Report
      2010 Final Research Report
  • [Presentation] Land Cover Classification in Central Kalimantang, Indonesia Using AL2010

    • Author(s)
      T.Honma, K.Kimura, Y.Baba
    • Organizer
      The 4^<th> Joint PI Symposium of ALOS Data Node s for ATOS Science Program 2010
    • Place of Presentation
      Tokyo, Japan
    • Year and Date
      2010-11-17
    • Related Report
      2010 Annual Research Report
  • [Presentation] Wildfire Monitoring Using Wireless Sensor Networks2010

    • Author(s)
      I.Yoon, D.Lee, T.Honma, H.Shin
    • Organizer
      The 3^<rd> Int.Sym.on Sentinel Earth-Advance in Satellite Imagery Data and GIS and Their Application
    • Place of Presentation
      Sapporo, Japan
    • Year and Date
      2010-11-04
    • Related Report
      2010 Annual Research Report 2010 Final Research Report
  • [Presentation] Active Fire Detection Using a Peat Fire Radiance Model2010

    • Author(s)
      K.Kushida, T.Honma, K.Kaku, M.Fukuda
    • Organizer
      The 3^<rd> Int.Sym.on Sentinel Earth-Advance in Satellite Imagery Data and GIS and Their Application
    • Place of Presentation
      Sapporo, Japan
    • Year and Date
      2010-11-04
    • Related Report
      2010 Annual Research Report 2010 Final Research Report
  • [Presentation] Forecasting Project Performance Using a Project Assessment Indicator Neural Network Scheme2010

    • Author(s)
      A.Nguvulu, S.Yamato, T.Honma
    • Organizer
      The 5^<th> Int.Conf.on Project Management (ProMAC 2010)
    • Place of Presentation
      Makuhari, Japan
    • Year and Date
      2010-10-12
    • Related Report
      2010 Final Research Report
  • [Presentation] The Comparison of PAI Model with AHP-PAI Model2010

    • Author(s)
      S.Yamato, J.Nakamura, T.Honma
    • Organizer
      The 5^<th> Int.Conf.on Project Management (ProMAC 2010)
    • Place of Presentation
      Makuhari, Japan
    • Year and Date
      2010-10-12
    • Related Report
      2010 Final Research Report
  • [Presentation] The Comparison of PAI Model with AHP-PAI Model2010

    • Author(s)
      S.Yamato, J.Nakamura, T.Honma
    • Organizer
      The 5^<th> Int.Conf.on Project Management (ProM AC 2010)
    • Place of Presentation
      Makuhari, Japan
    • Year and Date
      2010-10-12
    • Related Report
      2010 Annual Research Report
  • [Presentation] Forecasting Project Performance Using a Project Assessment Indicator Neural Network Scheme2010

    • Author(s)
      A.Nguvulu, S.Yamato, T.Honma
    • Organizer
      The 5th Int.Conf.on Project Management (ProM AC 2010)
    • Place of Presentation
      Makuhari, Japan
    • Year and Date
      2010-10-12
    • Related Report
      2010 Annual Research Report
  • [Presentation] 土地被覆データを使用した森林火災延焼拡大モデルの検討2010

    • Author(s)
      上間弥、赤嶺有平、遠藤聡志、本間利久、木村圭司
    • Organizer
      第80回MPS情報処理学会「数理モデル化と問題解決研究会」
    • Place of Presentation
      札幌、日本
    • Year and Date
      2010-09-28
    • Related Report
      2010 Final Research Report
  • [Presentation] Forecasting Project Performance Using a Cross-Entropy Neural Network2010

    • Author(s)
      A.Nguvulu, S.Yamato, T.Honma
    • Organizer
      IEEJ National Conference
    • Place of Presentation
      Tokyo, Japan
    • Year and Date
      2010-03-18
    • Related Report
      2010 Final Research Report
  • [Presentation] 土地被覆データを使用した森林火災延焼拡大モデルの検討2010

    • Author(s)
      上間弥、赤嶺有平、遠藤聡志、本間利久、木村圭司
    • Organizer
      MPS情報処理学会「数理モデル化と問題解決研究会」
    • Place of Presentation
      那覇、日本
    • Related Report
      2010 Annual Research Report
  • [Presentation] Land-cover Classification with PALSAR Polarimetric Data in Kalimantan, Indonesia2009

    • Author(s)
      T.Honma, K.Kimura, Y.Baba
    • Organizer
      The 3^<rd> ALOS Joint PI Symposium
    • Place of Presentation
      Hawaii, USA
    • Year and Date
      2009-11-13
    • Related Report
      2010 Final Research Report
  • [Presentation] Land-cover Classification with PALSAR Polarimetric Data in Kalimantan, Indonesia2009

    • Author(s)
      T.Honma, K.Kimura, Y.Baba
    • Organizer
      The 3^<rd> ALOS Joint PI Symposium
    • Place of Presentation
      Hotel Luau Grounds, Hawaii, USA
    • Year and Date
      2009-11-13
    • Related Report
      2009 Annual Research Report
  • [Presentation] Simulation for the Extension of the Wildfire with Numerical Weather Simulation MM52009

    • Author(s)
      K.Kimura, T.Ogawa, Y.Hatanaka, T.Honma
    • Organizer
      The 2^<nd> International Symposium on Sentinel Earth-Advanced Utilization Studies of Satellite Data and Imagery Data
    • Place of Presentation
      Sapporo, Japan
    • Year and Date
      2009-11-05
    • Related Report
      2010 Final Research Report
  • [Presentation] Simulation for the Extension of the Wildfire with Numerical Weather Simuletion MM52009

    • Author(s)
      K.Kimura, T.Ogawa, Y.Hatanaka, T.Honma
    • Organizer
      The 2^<nd> International Symposium on Sentinel Earth-Advanced Utilization Studies of Satellite Data and Imagery Data
    • Place of Presentation
      Hokkaido University, Sapporo, Japan
    • Year and Date
      2009-11-05
    • Related Report
      2009 Annual Research Report
  • [Presentation] Development of a Simulation System for the Spread of Northern Hemisphere Forest Fires2009

    • Author(s)
      W.Uema, Y.Iha, S.Endo, Y.Akamine, K.Kimura, T.Honma
    • Organizer
      ICROS-SICE Int.Joint Conf.2009
    • Place of Presentation
      Fukuoka, Japan
    • Year and Date
      2009-08-20
    • Related Report
      2010 Final Research Report
  • [Presentation] Project Management Office Action Model Using AHP2009

    • Author(s)
      S.Yamato, J.Nakamura, T.Honma
    • Organizer
      The 10^<th> International Symposium on the Analytical Hierarchy Process
    • Place of Presentation
      Pittsburg, USA
    • Year and Date
      2009-07-31
    • Related Report
      2010 Final Research Report
  • [Presentation] An Application of AHP/ANP to a Wildfire Management Project to Help Mitigate Global Warming2009

    • Author(s)
      K.Kaku, T.Honma, M.Fukuda
    • Organizer
      The 10^<th> International Symposium on the Analytical Hierarchy Process
    • Place of Presentation
      Pittsburg, USA
    • Year and Date
      2009-07-31
    • Related Report
      2010 Final Research Report
  • [Presentation] An Application of AHP/ANP to a Wildfire Management Project to Help Mitigate Global Warming2009

    • Author(s)
      K.Kaku, T.Honma, M.Fukuda
    • Organizer
      10^<th> International Symposium on the Analytical Hierarchy Process
    • Place of Presentation
      University of Pittsburg, Pittsburg, USA
    • Year and Date
      2009-07-31
    • Related Report
      2009 Annual Research Report
  • [Presentation] Project Management Office Action Model Using AHP2009

    • Author(s)
      S.Yamato, J.Nakamura, T.Honma
    • Organizer
      The 10^<th> International Symposium on the Analytical Hierarchy Process
    • Place of Presentation
      University of Pittsburg, Pittsburg, USA
    • Year and Date
      2009-07-31
    • Related Report
      2009 Annual Research Report
  • [Presentation] Development of a Simulation System for the Spread of the Boreal Forest Fires2009

    • Author(s)
      W.Uema, Y.Iha, 遠藤聡志, 赤嶺有平, K.Kimura, T.Honma
    • Organizer
      8^<th> Int.Conf.Applications and Principles of Information Science
    • Place of Presentation
      Naha, Japan
    • Year and Date
      2009-01-11
    • Related Report
      2010 Final Research Report
  • [Presentation] Development of Simulation for the spread of the boreal forest fire2009

    • Author(s)
      W. Ueyama, Y. Iha, S. Endo, Y. Akamine. K. Kimura and T. Honma
    • Organizer
      The 8th International Conference on Applications and Principles of Information Science
    • Place of Presentation
      琉球大学
    • Year and Date
      2009-01-11
    • Related Report
      2008 Annual Research Report
  • [Presentation] Simulation for the expansion of the wildfire with numerical weather simulation MM52008

    • Author(s)
      Kimura, K. and T. Honma
    • Organizer
      American Geophysical Union 2008 Fall Meeting
    • Place of Presentation
      アメリカ合衆国、サンフランシスコ
    • Year and Date
      2008-12-17
    • Related Report
      2008 Annual Research Report
  • [Presentation] Wildfire detection by using multi-dimensional histogram in boreal forest2008

    • Author(s)
      Honda, K., K. Kimura and T. Honma
    • Organizer
      American Geophysical Union 2008 Fall Meeting
    • Place of Presentation
      アメリカ合衆国、サンフランシスコ
    • Year and Date
      2008-12-17
    • Related Report
      2008 Annual Research Report
  • [Presentation] A study of algorism to detect wildfire with edge of smoke plumes2008

    • Author(s)
      Mototani, L, K. Kimura and T. Honma
    • Organizer
      American Geophysical Union 2008 Fall Meeting
    • Place of Presentation
      アメリカ合衆国、サンフランシスコ
    • Year and Date
      2008-12-17
    • Related Report
      2008 Annual Research Report
  • [Presentation] Explanation of research on fire and carbon management in peat-forest ecosystem in Indonesia2008

    • Author(s)
      Honma, T., M. Osaki and K. Kimura
    • Organizer
      Indonesian Symposium on Policy and Practice in Peat and Lowland Management
    • Place of Presentation
      インドネシア、パランカラヤ
    • Year and Date
      2008-11-25
    • Related Report
      2008 Annual Research Report
  • [Presentation] A Study of Wildfire Detection in Alaska by Using MODIS Data2008

    • Author(s)
      K.Honda, K.Kimura, T.Honma
    • Organizer
      1^<st> Int.Sym.Arctic Research
    • Place of Presentation
      Tokyo, Japan
    • Year and Date
      2008-11-06
    • Related Report
      2010 Final Research Report
  • [Presentation] Building the Wildfire Expansion Simulation in Alaska2008

    • Author(s)
      木村圭司, 本間利久
    • Organizer
      1^<st> Int.Sym.Arctic Research
    • Place of Presentation
      Tokyo, Japan
    • Year and Date
      2008-11-06
    • Related Report
      2010 Final Research Report
  • [Presentation] Building the wildfire expansion simulation in Alaska. (First Internation al Symposium on the Arctic Research2008

    • Author(s)
      Kimura, K. and T. Honma
    • Organizer
      First International Symposium on the Arctic Research
    • Place of Presentation
      東京、未来館
    • Year and Date
      2008-11-06
    • Related Report
      2008 Annual Research Report
  • [Presentation] A study of wildfire detection in Alaska by using MODIS data2008

    • Author(s)
      Honda, K., K. Kimura and T. Honma
    • Organizer
      First International Symposium on the Arctic Research
    • Place of Presentation
      東京、未来館
    • Year and Date
      2008-11-06
    • Related Report
      2008 Annual Research Report
  • [Presentation] Building database as background of Wildland Fire with spatio-temporal GIS2008

    • Author(s)
      Honma, T., K. Kimura and Y. Sakagami
    • Organizer
      ALOS-PI Symposium 2008
    • Place of Presentation
      ギリシャ、ロードス島
    • Year and Date
      2008-11-06
    • Related Report
      2008 Annual Research Report
  • [Presentation] Building Database as Background of Wild Fire with Spatio-Temporal GIS2008

    • Author(s)
      T.Honma, K.Kimura, Y.Sakagami
    • Organizer
      ALOS PI 2008 Symposium
    • Place of Presentation
      Kos, Greek
    • Year and Date
      2008-11-05
    • Related Report
      2010 Final Research Report
  • [Presentation] Local-Scale Weather Simulation Related to Large Wildfire in Alasaka2008

    • Author(s)
      K.Edagawa, K.Kimura, T.Honma
    • Organizer
      1^<st> Int.Sym.Arctic Research
    • Place of Presentation
      Tokyo, Japan
    • Year and Date
      2008-11-05
    • Related Report
      2010 Final Research Report
  • [Presentation] Local-scale weather simulation related to large wildfire in Alaska2008

    • Author(s)
      Edagawa, K. K. Kimura and T. Honma
    • Organizer
      First International Symposium on the Arctic Research
    • Place of Presentation
      東京、未来館
    • Year and Date
      2008-11-05
    • Related Report
      2008 Annual Research Report
  • [Presentation] MODISデータによるアラスカの森林火災検知に関する研究2008

    • Author(s)
      本田謙一・木村圭司・本間利久
    • Organizer
      電気・情報関係学会北海道支部連合大会
    • Place of Presentation
      東海大学札幌キャンパス
    • Year and Date
      2008-10-26
    • Related Report
      2008 Annual Research Report
  • [Presentation] A Neural Network Simulation of Daily Precipitation2008

    • Author(s)
      Nguvulu, A., K. Kimura and T. Honma
    • Organizer
      電気・情報関係学会北海道支部連合大会
    • Place of Presentation
      東海大学札幌キャンパス
    • Year and Date
      2008-10-26
    • Related Report
      2008 Annual Research Report
  • [Presentation] アラスカ森林火災発生時における現地気象シミュレーション2008

    • Author(s)
      枝川晃一・木村圭司・本間利久
    • Organizer
      電気・情報関係学会北海道支部連合大会
    • Place of Presentation
      東海大学札幌キャンパス
    • Year and Date
      2008-10-26
    • Related Report
      2008 Annual Research Report
  • [Presentation] Explanation of research on fire and carbon management in neat-forest ecosystem in Indonesia2008

    • Author(s)
      M. Osaki and T. Honma
    • Organizer
      CIFOR Japan Day
    • Place of Presentation
      インドネシア、ボゴール(CIFOR)
    • Year and Date
      2008-10-15
    • Related Report
      2008 Annual Research Report
  • [Presentation] Statistical method of assessing climate impact on health in light of human thermoregression2008

    • Author(s)
      Horie, Y., K. Kimura and T. Honma
    • Organizer
      18th International Congress of Biometeorology
    • Place of Presentation
      船橋タワーホール
    • Year and Date
      2008-09-23
    • Related Report
      2008 Annual Research Report
  • [Presentation] PMO Action Model Using AHP2008

    • Author(s)
      S.Yamato, J.Nakamura, T.Honma
    • Organizer
      4^<th> Int.Conf.Project Management
    • Place of Presentation
      Anchorage, USA
    • Year and Date
      2008-09-17
    • Related Report
      2010 Final Research Report
  • [Presentation] AHP and ANP Evaluation of Wildfire Project Management using Remote Sensing Technology2008

    • Author(s)
      K.Kaku, T.Honma, M.Fukuda
    • Organizer
      4^<th> Int.Conf.Project Management
    • Place of Presentation
      Anchorage, USA
    • Year and Date
      2008-09-16
    • Related Report
      2010 Final Research Report
  • [Presentation] Evaluation of human thermal comfort using by meteorological approach2008

    • Author(s)
      Horie, Y., K. Kimura and T. Honma
    • Organizer
      17th Conference on Applied Climatology
    • Place of Presentation
      カナダ、ウィスラー
    • Year and Date
      2008-08-11
    • Related Report
      2008 Annual Research Report
  • [Presentation] MODISデータによるアラスカ森林火災検知に関する研究2008

    • Author(s)
      本田謙一・木村圭司・本間利久・工藤純一
    • Organizer
      日本写真測量学会平成20年度年次学術講演会
    • Place of Presentation
      パシフィコ横浜
    • Year and Date
      2008-06-19
    • Related Report
      2008 Annual Research Report
  • [Book] プロジェクトマヌジメントハンドブック(本間利久(編))2009

    • Publisher
      オーム社
    • Related Report
      2010 Final Research Report
  • [Book] プロジェクトマネジメントハンドブック2009

    • Author(s)
      本間利久
    • Total Pages
      806
    • Publisher
      オーム社
    • Related Report
      2009 Annual Research Report

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Published: 2008-04-01   Modified: 2016-04-21  

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