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Intercity transport facility planning responsive to cancellation and delay risks

Research Project

Project/Area Number 17360249
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field 交通工学・国土計画
Research InstitutionTohoku University (2006-2007)
Hiroshima University (2005)

Principal Investigator

OKUMURA Makoto  Tohoku University, Center for Northeast Asian Studies, Professor (00194514)

Co-Investigator(Kenkyū-buntansha) TSUKAI Makoto  Hiroshima University, Graduate School of Engineering, Associate Professor (70304409)
FUJIWARA Akimasa  Hiroshima University, Graduate school of International Development and Cooperation, Professor (50181409)
ZHANG Junyi  Hiroshima University, Graduate School of International Development and Cooperation, Associate Professor (20284169)
YOSHIMURA Mitsunori  Nippon Bunri University, Department of Engineering, Associate Professor (10369134)
SAKAMOTO Maiko  Center for Northeast Asian Studies, 東北アジア研究センター, Assistant Professor (50431474)
Project Period (FY) 2005 – 2007
Project Status Completed (Fiscal Year 2007)
Budget Amount *help
¥16,410,000 (Direct Cost: ¥15,600,000、Indirect Cost: ¥810,000)
Fiscal Year 2007: ¥3,510,000 (Direct Cost: ¥2,700,000、Indirect Cost: ¥810,000)
Fiscal Year 2006: ¥6,400,000 (Direct Cost: ¥6,400,000)
Fiscal Year 2005: ¥6,500,000 (Direct Cost: ¥6,500,000)
Keywordsintercity transportation / cancellation risk / delay risk / traffic measurement / independent component analysis / airport planning / provision of transport information / 信頼性 / 滞在時間
Research Abstract

In order to improve the responsibility of inter-city transport facility plan to cancellation and delay risks, especially airports in non metropolitan area, where automobiles are mainly used for access measure, the following researches were conducted in these three years.
1. Measuring automobile traffic flows on routes entering airport: To grasp the behavior of airport users in time dimension, automobile traffic flows around Oita, Sendai and Hiroshima Airports were measured by portable traffic counters, covering also the case of cancellation or delays of flights.
2. Analysis of behavioral changes by cancellation or delay: Independent Component Analysis method was applied to the above measured traffic data and grasp some typical change of behavior due to cancellation and delays at Hiroshima.
3. Pre-information of the flight cancellation and delay: Average arrival time to the airport calculated through the traffic flow data, and geographical distribution of trip origins are considered to estimate the required timing f pre-information of flight cancellation and delay.
4. Conflicts among the stakeholders of terminal facility planning: In order to avoid the delay of planning process due to the conflicts among the stakeholders, a typical facility planning process is divided into sub-planning process based on the pre-determined unique quantity of traffic, based on non-delay, non-cancellation basis.
5. Improvement of planning process aiming to be risk-responsive: We proposed a new process of planning by adding performance check process in case of cancellation or severe delays. Independent. Component Analysis method was applied to historical flight time data, in order to pick up several typical delay patterns.

Report

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

    (60 results)

All 2007 2006 2005 Other

All Journal Article (29 results) (of which Peer Reviewed: 10 results) Presentation (29 results) Remarks (2 results)

  • [Journal Article] 日帰り交通圏の非対称性を考慮した都市間業務交通量・立地量の分2007

    • Author(s)
      塚井誠人
    • Journal Title

      土木計画学研究・論文集 24(1)

      Pages: 59-65

    • 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] 仙台空港利用車両の時間分布特性の分析2007

    • Author(s)
      奥村 誠
    • Journal Title

      交通工学研究発表会論文報告集 27

      Pages: 177-180

    • NAID

      40015743267

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Annual Research Report 2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Air-Rail Inter-modal Network Design under Hub Capacity Constraint2007

    • Author(s)
      Okumura Makoto
    • Journal Title

      Journal of the Eastern Asia Society of Transport Studies Vol.7

      Pages: 180-194

    • NAID

      130004588653

    • 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] Analysis on Busieness Pasenger Trips, and Business Location Considering Asymmetric Round-Trip-Area within a Day2007

    • Author(s)
      Tsukai M. and Okumura M.
    • Journal Title

      Infrastructure Planning Review 24(1)

      Pages: 59-65

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Analysis of Temporal Distribution of Car Traffic using Sendai Airport2007

    • Author(s)
      Okumura M., Tsukai M. and Yoshimura M.
    • Journal Title

      Proceeding of the Annual Conference of the Japan society of traffic engineers 27

      Pages: 177-180

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Air-Rail Inter-modal Netweork Design under Hub Capacity Constraint2007

    • Author(s)
      Okumura, M. and Tsukai, M
    • Journal Title

      Journal of the Eastern Asia Society of Transport Studies Vol. 7

      Pages: 180-194

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] 日帰り交通圏の非対称性を考慮した都市間業務交通量・立地量の分析2007

    • Author(s)
      塚井誠人
    • Journal Title

      土木計画学研究・論文集 24(1)

      Pages: 59-61

    • NAID

      130003840366

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Air-Rail Inter-modal Network Design under Hub Capacity Constraint2007

    • Author(s)
      Okumura Makoto
    • Journal Title

      Journal of the Eastern Asia Society of Transport Studies Vol.7(CD-ROM)

    • NAID

      130004588653

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Multi-Dimensional Timing Decisions: A Case Study in Tourism Behavior Analysis2006

    • Author(s)
      Zhang, J
    • Journal Title

      Tourism Analysis 11

      Pages: 319-330

    • 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] 航空との補完的サービスを考慮した最適鉄道運行計画2006

    • Author(s)
      村上直樹
    • Journal Title

      土木計画学研究・論文集 23(3)

      Pages: 629-634

    • 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] 施設利用交通の目的時刻別交通量への分解2006

    • Author(s)
      塚井誠人
    • Journal Title

      交通工学研究発表会論文報告集 26

      Pages: 237-240

    • NAID

      40015743213

    • 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] Multi-Dimensional Timing Decisions: A Case Study in Tourism Behavior Analysis2006

    • Author(s)
      Zhang, J., Fujiwara, A. and Sawara
    • Journal Title

      Tourism Analysis 11

      Pages: 319-330

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Optimal Railroad Operations Considering the Complementary Service with Domestic Flights2006

    • Author(s)
      Murakami, N., Takeuchi T., Okumura M. and Tsukai M.
    • Journal Title

      Infrastructure Planning Review 23(3)

      Pages: 629-634

    • NAID

      130004039504

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Decomposition method of facility related traffic according to the unmeasured target time2006

    • Author(s)
      Tsukai M., Okumura M. and Yoshimura M.
    • Journal Title

      Proceeding of the Annual Conference of the Japan society of traffic engineers 26

      Pages: 237-240

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] 航空との補完的サービスを考慮した最適鉄道運行計画2006

    • Author(s)
      村上 直樹
    • Journal Title

      土木計画学研究・論文集 23 (4)

      Pages: 895-902

    • Related Report
      2006 Annual Research Report
  • [Journal Article] 施設利用交通の目的時刻別交通量への分解2006

    • Author(s)
      塚井 誠人
    • Journal Title

      交通工学研究発表会論文報告集 26

      Pages: 237-240

    • NAID

      40015743213

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Empirical analysis between round trip area (RTA) and passenger demand in Japan2006

    • Author(s)
      Tsukai, Makoto
    • Journal Title

      ARTS (Air Transport Research Society)

    • Related Report
      2006 Annual Research Report
  • [Journal Article] 幹線交通網整備に伴う日帰り交通圏の変化2006

    • Author(s)
      塚井誠人
    • Journal Title

      土木計画学研究・講演集 33

    • Related Report
      2006 Annual Research Report
  • [Journal Article] 大分空港到着自動車交通の時間分布特性2006

    • Author(s)
      辻井啓
    • Journal Title

      土木計画学研究・講演集 34

    • Related Report
      2006 Annual Research Report
  • [Journal Article] 日帰り交通圏の非対称性を考慮した都市間業務交通量・立地量の分析2006

    • Author(s)
      塚井誠人
    • Journal Title

      土木計画学研究・講演集 34

    • NAID

      130003840366

    • Related Report
      2006 Annual Research Report
  • [Journal Article] 乗車券カードデータを用いた路面電車運行状況の抽出と乗客の反応2006

    • Author(s)
      神野 一
    • Journal Title

      第12回鉄道技術連合シンポジウム講演論文集 12

      Pages: 139-142

    • Related Report
      2005 Annual Research Report
  • [Journal Article] 鉄道運行戦略に対する航空サービスの影響分析2006

    • Author(s)
      村上 直樹
    • Journal Title

      第12回鉄道技術連合シンポジウム講演論文集 12

      Pages: 391-394

    • Related Report
      2005 Annual Research Report
  • [Journal Article] GAによる都市間鉄道路線計画の最適化2006

    • Author(s)
      竹内 太郎
    • Journal Title

      第12回鉄道技術連合シンポジウム講演論文集 12

      Pages: 403-406

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Development of car tourists' scheduling model for one-day tour2005

    • Author(s)
      Fujiwara, A.
    • Journal Title

      Transportation Research Record 1921

      Pages: 100-111

    • 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] 地方空港アクセスが広域的利用に与える影響2005

    • Author(s)
      村上直樹
    • Journal Title

      土木計画学研究・論文集 22

      Pages: 695-701

    • 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] Development of car tourists' scheduling model for one-day tour2005

    • Author(s)
      Fujiwara, A. and Zhang, J
    • Journal Title

      Transportation Research Record 1921

      Pages: 100-111

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Local Airport Usage from Wider Area Affected by Access Service2005

    • Author(s)
      Murakami, N. Hazemoto J., Lkumrua M. and Tsukai M.
    • Journal Title

      Infrastructure Planning Review 22

      Pages: 695-701

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] 断面交通量データに基づく滞在周遊行動の分析2005

    • Author(s)
      塚井 誠人
    • Journal Title

      土木計画学研究・講演集 32(CD-ROM No.6)

    • Related Report
      2005 Annual Research Report
  • [Journal Article] 航空との補完的サービスを考慮した最適鉄道運行計画2005

    • Author(s)
      村上 直樹
    • Journal Title

      土木計画学研究・講演集 32(CD-ROM No.317)

    • Related Report
      2005 Annual Research Report
  • [Presentation] 幹線旅客純流動調査データによるマルチモーダル流動の分析2007

    • Author(s)
      奥村 誠
    • Organizer
      第14回鉄道技術連合シンポジウム
    • Place of Presentation
      国立オリンピック記念青少年総合センター
    • Year and Date
      2007-12-20
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] 幹線旅客純流動調査に基づく近年の地域間流動特性の把握2007

    • Author(s)
      塚井 誠人
    • Organizer
      第14回鉄道技術連合シンポジウム
    • Place of Presentation
      国立オリンピック記念青少年総合センター
    • Year and Date
      2007-12-20
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] 幹線旅客純流動調査データによるマルチモーダル流動の分析2007

    • Author(s)
      奥村 誠
    • Organizer
      第14回鉄道技術連合シンポジウム
    • Place of Presentation
      オリンピック記念センター
    • Year and Date
      2007-12-20
    • Related Report
      2007 Annual Research Report
  • [Presentation] 事業所立地の地域間依存構造のグローバル化に関する統計的検証2007

    • Author(s)
      塚井 誠人
    • Organizer
      第15回応用地域学会研究発表会
    • Place of Presentation
      鳥取県民会館
    • Year and Date
      2007-12-09
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Annual Research Report 2007 Final Research Report Summary
  • [Presentation] 仙台空港発着便における遅れの統計的分析2007

    • Author(s)
      奥村 誠
    • Organizer
      第36回土木学会土木計画学研究発表会
    • Place of Presentation
      八戸工業大学
    • Year and Date
      2007-11-25
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Annual Research Report 2007 Final Research Report Summary
  • [Presentation] Statistical Analysis of Flight Delays at Sendai Airport2007

    • Author(s)
      Kimura Y., Kato H., Okumura M. and Tsukai M.
    • Organizer
      The 36th Conference of Infrastructure Planning
    • Place of Presentation
      Hachinohe Institute of Technology
    • Year and Date
      2007-11-25
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] 空港退出自動車交通量に関する混合ハザードモデルのEM推定2007

    • Author(s)
      奥村 誠
    • Organizer
      第36回土木学会土木計画学研究発表会
    • Place of Presentation
      八戸工業大学
    • Year and Date
      2007-11-23
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Annual Research Report 2007 Final Research Report Summary
  • [Presentation] EM Algorithm for Mixed Hazard Model for the Road Traffic Exiting from Airport2007

    • Author(s)
      Okumura M., Tsukai M. and Yoshimura M.
    • Organizer
      The 36th Conference of Infrastructure Planning
    • Place of Presentation
      Hachinohe Institute of Technology
    • Year and Date
      2007-11-23
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] 航空旅客の希望出発時刻分布の逆推定2007

    • Author(s)
      奥村 誠
    • Organizer
      第35回土木学会土木計画学研究発表会
    • Place of Presentation
      九州大学
    • Year and Date
      2007-06-10
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Annual Research Report 2007 Final Research Report Summary
  • [Presentation] 日帰り交通圏の拡大による非日常観光旅客流動と宿泊施設立地の経年変化2007

    • Author(s)
      奥村 誠
    • Organizer
      第35回土木学会土木計画学研究発表会
    • Place of Presentation
      九州大学
    • Year and Date
      2007-06-10
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Annual Research Report 2007 Final Research Report Summary
  • [Presentation] 独立成分分析による本四連絡橋交通量の時間分布特性の分析2007

    • Author(s)
      塚井 誠人
    • Organizer
      第35回土木学会土木計画学研究発表会
    • Place of Presentation
      九州大学
    • Year and Date
      2007-06-10
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Annual Research Report 2007 Final Research Report Summary
  • [Presentation] 時刻の効用と日々の活動再帰性を同時に取り入れた活動・移動連鎖のモデリング2007

    • Author(s)
      張 峻屹
    • Organizer
      第35回土木学会土木計画学研究発表会
    • Place of Presentation
      九州大学
    • Year and Date
      2007-06-10
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Annual Research Report 2007 Final Research Report Summary
  • [Presentation] Reverse Analysis of preferred Departure Time of Air Passengers2007

    • Author(s)
      Kimura Y., Okumura M. and Sakamoto M.
    • Organizer
      The 35th Conference of Infrastructure Planning
    • Place of Presentation
      Kyushu Univ
    • Year and Date
      2007-06-10
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Longitudinal Change in Sightseeing Trips and Accommodation Service Location by Expansion of Round Trip-Area2007

    • Author(s)
      Okumura M. and Tsukai M.
    • Organizer
      The 35th Conference of Infrastructure Planning
    • Place of Presentation
      Kyushu Univ
    • Year and Date
      2007-06-10
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Temporal variation analysis of traffic on Honshu-Shikoku Bridges through ICA approach2007

    • Author(s)
      Kato H., Tsukai, M. and Okumura, M.
    • Organizer
      The 35th Conference of Infrastructure Planning
    • Place of Presentation
      Kyushu Univ
    • Year and Date
      2007-06-10
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Modeling of Activity-Trip Chaining Behavior Simultaneously Incorporating the Utility of Timing and Recursivity of Daily Activity Participation2007

    • Author(s)
      Chikaraishi M., Zhang J. and Fujiwara A.
    • Organizer
      The 35th Conference of Infrastructure Planning
    • Place of Presentation
      Kyushu Univ.
    • Year and Date
      2007-06-10
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] 選択肢間の類似性を考慮したアジアハイウエイ観光周遊行動モデル:日韓観光客の比較2007

    • Author(s)
      張 峻屹
    • Organizer
      第35回土木学会土木計画学研究発表会
    • Place of Presentation
      九州大学
    • Year and Date
      2007-06-09
    • Related Report
      2007 Annual Research Report
  • [Presentation] Exploing Japanese Tourists' Choice Behaviors of Tour Plans along the Asian Highway based on a Paired Combinatorial Logit Model with Stated Preference Data2007

    • Author(s)
      Zhang, J.
    • Organizer
      the 5th APac-CHRIE and the 13th APTA Joint Conference,
    • Place of Presentation
      Beijing
    • Year and Date
      2007-05-25
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Exploring Japanese Tourists'' Choice Behaviors of Tour Plans along the Asian Highway based on a Paired Combinatorial Logit Model with Stated Preference Data2007

    • Author(s)
      Zhang, J. and Fujiwara, A.
    • Organizer
      The 5th APac-CHRIE and the 13th APTA Joint Conference
    • Place of Presentation
      Beijing, China
    • Year and Date
      2007-05-25
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Exploring Japanese Tourists' Choice Behaviors of Tour Plans along the Asian Highway based on a Paired Combinatorial Logit Model with Stated Preference Data2007

    • Author(s)
      Zhang, J.
    • Organizer
      the 5th APac-CHRIE and the 13th APTA Joint Conference,
    • Place of Presentation
      Beijing
    • Year and Date
      2007-05-25
    • Related Report
      2007 Annual Research Report
  • [Presentation] Analysis of the Multi-modal Traffic from the Net Traffic Passenger Survey2006

    • Author(s)
      Okumura M., Kimura Y. and Tsukai M.
    • Organizer
      The 14th Symposium of the railway technology consortium
    • Place of Presentation
      Olympic Memorial Center, Tokyo
    • Year and Date
      2006-12-20
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Recent Intercity Traffic Structure Extracted from the Net Passenger Traffic Survey2006

    • Author(s)
      Tsukai M., Okumura M. and Kato H.
    • Organizer
      The 14th Symposium of the railway technology consortium
    • Place of Presentation
      Olympic Memorial Center, Tokyo
    • Year and Date
      2006-12-20
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] 立地ゲームにおける時間帯別航空需要の逆推定2006

    • Author(s)
      奥村 誠
    • Organizer
      第14回応用地域学会研究発表会
    • Place of Presentation
      広島大学
    • Year and Date
      2006-12-09
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Inverse analysis of distribution of preferred flight departure time in a location game model2006

    • Author(s)
      Okumura M. and Sakamoto M.
    • Organizer
      The 14th Conference of the Applied Regional Science Conference
    • Place of Presentation
      Hiroshima Univ.
    • Year and Date
      2006-12-09
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Statistical test of the globalization of Inter-regional dependency of industrial locations2006

    • Author(s)
      Tsukai M. and Okumura M.
    • Organizer
      The 15th Conference of the Applied Regional Science Conference
    • Place of Presentation
      Tottori Prefecture Hall
    • Year and Date
      2006-12-09
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] 大分空港到着自動車交通の時間分布特性2006

    • Author(s)
      塚井 誠人
    • Organizer
      第34回土木計画学研究発表会
    • Place of Presentation
      サンポート高松
    • Year and Date
      2006-12-01
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Time Distribution of Arriving Automobile Traffic in Oita Airport2006

    • Author(s)
      Tsujii K. Tsukai M. Yoshimura M. and Okumura M.
    • Organizer
      The 34th Conference of Infrastructure Planning
    • Place of Presentation
      Sun Port Takamatsu
    • Year and Date
      2006-12-01
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] 幹線交通網整備に伴う日帰り交通圏の変化2006

    • Author(s)
      塚井 誠人
    • Organizer
      第33回土木計画学研究発表会
    • Place of Presentation
      東北大学
    • Year and Date
      2006-06-11
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Changes in Round Trip Area by Improvement of Inter-regional Transporation2006

    • Author(s)
      Tsukai, M. and Okumura, M.
    • Organizer
      The 33rd Conference of Infrastructure Planning
    • Place of Presentation
      Tohoku Univ.
    • Year and Date
      2006-06-11
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Remarks] 「研究成果報告書概要(和文)」より

    • URL

      http://www.cneas.tohoku.ac.jp/labs/dsese/kaken0.pdf

    • Related Report
      2007 Final Research Report Summary
  • [Remarks]

    • URL

      http://www.cneas.tohoku.ac.jp/labs/dsese/kaken0.pdf

    • Related Report
      2007 Annual Research Report

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

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