Personnel Information

写真b

KYAKUNO Takashi

Organization
School of Policy Studies Department of Urban Studies Professor
Research Fields, Keywords
GIS, 機械学習を用いた空間統計学, 都市気候, 機械学習を用いた空間統計学、GIS, 都市気候
Teaching and Research Fields
私の研究は大きく上記の３つに分けることができます。
　都市気候とは気象データや人工衛星データ、流体シミュレーションを用いて、主に都市の温暖化現象について解析したり、予測したりする試みです。
　機械学習を用いた空間統計学とは、機械学習の手法により空間統計学のモデルを拡張する試みであり、これにより人口減少下の都市の土地利用変化、空き家の発生、建築物の耐震性能の評価などを行っています。
　GISは地理情報システムともよばれるものであり、各種の社会的データ、自然現象関連データなどを空間的に解析したり、可視化したりしています。これはデータサイエンスの一つの分野となるもので、今後そのニーズが高まるものと思います。
Syllabus information URL
https://syllabus.kwansei.ac.jp/uniasv2/UnSSOLoginControlFree?REQ_ACTION_DO=/AGA030PLS01Action.do?REQ_FUNCTION_JUMP_START_FLG=1&SLB_LINK_DISP_FLG=189&TCH_NO=090035&REQ_PRFR_FUNC_ID=AGA030
SDGs Related Goals
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Graduating School 【 display / non-display 】

  • Graduating School:Osaka University
    Faculty:Faculty of Engineering
    Course / Major:Department of Environmental Engineering

    Kind of school:University
    Date of graduation:1994.03
    Completion status:Graduated
    Country location code:Japan

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Graduate School 【 display / non-display 】

  • Graduate school:Osaka University
    Department:Graduate School, Division of Engineering
    Course:School of Environmental Engineering

    Course completed:Doctor's Course
    Date of completion:1999.06
    Completion status:Completed
    Country:Japan

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Degree 【 display / non-display 】

  • Degree name:Doctor(Engineering)
    Classified degree field:Social Infrastructure (Civil Engineering, Architecture, Disaster Prevention) / Architectural planning and city planning
    Conferring institution:Osaka University
    Acquisition way:Coursework
    Date of acquisition:1999.06

  • Degree name:工学修士
    Classified degree field:Social Infrastructure (Civil Engineering, Architecture, Disaster Prevention) / Architectural planning and city planning
    Conferring institution:Osaka University
    Acquisition way:Coursework
    Date of acquisition:1996.03

  • Degree name:工学士
    Classified degree field:Social Infrastructure (Civil Engineering, Architecture, Disaster Prevention) / Architectural planning and city planning
    Conferring institution:Osaka University
    Acquisition way:Coursework
    Date of acquisition:1994.03

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Career 【 display / non-display 】

  • Affiliation:Kwansei Gakuin University
    Department:School of Policy Studies Department of Urban Studies
    Title:Professor
    Date:2015.04 -

  • Affiliation:Kwansei Gakuin University
    Department:School of Policy Studies Department of Urban Studies Kwansei Gakuin University school of policy studies
    Title:Professor
    Date:2015.04 -

  • Affiliation:Kwansei Gakuin University
    Department:School of Policy Studies Department of Urban Studies
    Title:Associate Professor
    Date:2009.04 - 2015.03

  • Department:自然・環境マネジメント研究部
    Title:Technical Support Staff
    Date:1999.10 - 2009.03

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Association Memberships 【 display / non-display 】

  • Academic society name:Architectural Institute of Japan
    Academic country located:Japan

  • Academic society name: The City Planning Institute of Japan
    Academic country located:Japan

  • Academic society name:環境情報学会
    Academic country located:Japan

  • Academic society name:環境情報学会
    Academic country located:Japan

  • Academic society name:The City Planning Institute of Japan
    Academic country located:Japan

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Research Areas 【 display / non-display 】

  • Research field:Social Infrastructure (Civil Engineering, Architecture, Disaster Prevention) / Architectural planning and city planning

  • Research field:Environmental Science/Agriculture Science / Environmental dynamic analysis

  • Research field:Environmental Science/Agriculture Science / Environmental impact assessment

  • Research field:Social Infrastructure (Civil Engineering, Architecture, Disaster Prevention) / Architectural environment and building equipment

  • Research field:Environmental Science/Agriculture Science / Environmental impact assessment

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Teacher organization examination execution 【 display / non-display 】

  • School name: Kwansei Gakuin University
    Career status: Professor
    Date of authorization: 2015.04

  • School name: Kwansei Gakuin University
    Career status: Associate Professor
    Date of authorization: 2009.04

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Papers 【 display / non-display 】

  • Language: English
    Title: Prediction of land use changes with Bayesian spatial modeling from the perspective of urban climate
    Journal name: Urban Climate  vol.31
    Date of publication: 2020.03
    Author(s): Takashi Kyakuno

    DOI: 10.1016/j.uclim.2019.100569
    Type of publication: Research paper (scientific journal)
    Co-author classification: Single Author
    Field of experts:Social Infrastructure (Civil Engineering, Architecture, Disaster Prevention) / Architectural environment and building equipment, Social Infrastructure (Civil Engineering, Architecture, Disaster Prevention) / Architectural planning and city planning

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  • Language: English
    Title: Methodology for Evaluating Influences of Anthropogenic Factors on Temperature Formation of Summer Seasons Considering their Randomness -Verification Through the Hierarchical Bayesian Model-
    Journal name: Journal of Asian Architecture and Building Engineering  vol.15  (3)  (p.643 - 650)
    Date of publication: 2016.09
    Author(s): Takashi Kyakuno

    Type of publication: Research paper (scientific journal)
    Co-author classification: Single Author
    Field of experts:Social Infrastructure (Civil Engineering, Architecture, Disaster Prevention) / Architectural environment and building equipment

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  • Language: Japanese
    Title: Study on Vacant House Distribution and Resident Consciousness in Urban Areas: A case study of the Imakumano and Ikkyo area in Higashiyama Kyoto
    Journal name: Journal of Architecture and Planning  vol.84  (760)  (p.1401 - 1410)
    Date of publication: 2019.06
    Author(s): Yoko Shimizu, Takashi Kyakuno

    Type of publication: Research paper (scientific journal)
    Co-author classification: Multiple Authorship
    Field of experts:Social Infrastructure (Civil Engineering, Architecture, Disaster Prevention) / Architectural planning and city planning

  • Language: English
    Title: A project to support regional disaster preparedness by use of GIS
    Journal name: TSJS International Conference proceedings  (2024)
    Date of publication: 2024.10
    Author(s): Takashi Kyakuno, Junichi Nagamine, et al.

    Type of publication: Research paper (international conference proceedings)

  • Title: 日本の都市域における豪雨頻度の空間分布の変化
    Journal name: Journal of Policy Studies  vol.64  (p.59 - 71)
    Date of publication: 2022
    Author(s): Kyakuno Takashi

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Books 【 display / non-display 】

  • Language: Japanese
    Title: 都市計画とまちづくりがわかる本　第二版
    Publisher: 彰国社
    Date of publication: 2017.07
    Author(s): 伊藤雅春、小林郁雄　他

    Type of books: Scholarly book
    Authorship：Joint author
    Field of experts:Social Infrastructure (Civil Engineering, Architecture, Disaster Prevention) / Architectural planning and city planning

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  • Language: Japanese
    Title: 兵庫県史〜この 50 年の歩み　第３巻
    Publisher: 兵庫県
    Date of publication: 2024.03
    Author(s): 兵庫県史編纂委員会

    Authorship：Joint author

  • Language: Japanese
    Title: 兵庫県史〜この 50 年の歩み　第４巻
    Publisher: 兵庫県
    Date of publication: 2024.03
    Author(s): 兵庫県史編纂委員会

    Authorship：Joint author

  • Language: Japanese
    Title: 兵庫県史〜この 50 年の歩み　第１巻
    Publisher: 兵庫県
    Date of publication: 2023.03
    Author(s): 兵庫県史編纂委員会

    Authorship：Joint author

  • Language: Japanese
    Title: 兵庫県史〜この 50 年の歩み　第２巻
    Publisher: 兵庫県
    Date of publication: 2023.03
    Author(s): 兵庫県史編纂委員会

    Authorship：Joint author

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Works 【 display / non-display 】

  • Work title: 出展：次世代の地域計画、環境計画立案に資する人工衛星データとGISの活用 ―見えない要素を可視化、 定量化するための技術－ 国際フロンティア産業メッセ（ひょうご神戸産学学官アライアンス）
    Date：2010.09

    Work type：Other

  • Work title: 出展：環境の温度を測ってみよう！, 「ふしぎ発見？理科実験」三田市まちづくり恊働センター
    Date：2009.08

    Work type：Other

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Other research activities 【 display / non-display 】

  • Title:出展：次世代の地域計画、環境計画立案に資する人工衛星データとGISの活用　―見えない要素を可視化、 定量化するための技術－ 国際フロンティア産業メッセ（ひょうご神戸産学学官アライアンス）
    Date：2010.09

    Classification of research achievement:Other

  • Title:出展：環境の温度を測ってみよう！, 「ふしぎ発見？理科実験」三田市まちづくり恊働センター
    Date：2009.08

    Classification of research achievement:Other

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Awards 【 display / non-display 】

  • Prize: Best Paper Award 2016 (Journal of Asian Architecture and Building Engineering)
    Date awarded:2017.03
    Country:Japan
    Award type:Honored in official journal of a scientific society, scientific journal
    Awarding organization：Journal of Asian Architecture and Building Engineering Editorial Board (Architectural Institute Japan, Architectural society of China, Architectural Institute of Korea)
    Award-winner (group):Takashi Kyakuno
    Field of experts:Social Infrastructure (Civil Engineering, Architecture, Disaster Prevention) / Architectural environment and building equipment

  • Prize: 日本都市計画学会関西支部研究発表会奨励賞
    Date awarded:2005.07
    Country:Japan
    Award type:Award from Japanese society, conference, symposium, etc.
    Awarding organization：日本都市計画学会
    Award-winner (group):客野　尚志

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Research Projects 【 display / non-display 】

  • Research category:Grant-in-Aid for Scientific Research(C)
    Project year：2020.04 - 2023.03
    Title:極端な降雨現象に適応する都市の土地利用計画手法の開発
    Project summary:ベイズ統計の枠組みにより拡張された極値統計モデルの手法を用いて、将来懸念される極端な降雨事象の強度を予測するともに、それを都市の土地利用や将来人口など各種の社会的データとオーバーレイすることにより、極端な気象現象に対応する都市計画の手法に関して提案を行うものである。

  • Research category:Grant-in-Aid for Scientific Research(C)
    Project year：2014.04 - 2017.03
    Title:局所的な土地利用変化は長期的にみて都市気象に影響を与えるか　（研究課題番号：26420631）

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  • Project year：2011.04 - 2012.03
    Title:津波被災区域の浸水マップ作成と地域社会における活用法の研究（研究分担）
    Awarding organization：　

  • Research category:Grant-in-Aid for Young Scientists(B)
    Project year：2006.04 - 2009.03
    Title:フラクタルと自己相関による都市の空間解析とそれに基づく環境評価システムの構築(研究課題番号18700239)

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Presentations 【 display / non-display 】

  • Language:English
    Conference name:11th International Conference on Urban Climate
    International/Domestic presentation:International presentation
    Holding date：2023.08 - 2023.09
    Title:Frequencies and intensities of torrential rain in Japanese metropolitan areas
    Presentation type:Poster presentation
    Field of experts:Social Infrastructure (Civil Engineering, Architecture, Disaster Prevention) / Architectural planning and city planning, Environmental Science/Agriculture Science / Environmental impact assessment

  • Language:English
    Conference name:American meteorological society 100th annual meeting
    International/Domestic presentation:International presentation
    Holding date：2020.01
    Title:Future possibilities of intense precipitation in urban areas and adequate plans of urban land use for the risks
    Presentation type:Poster presentation
    Field of experts:Social Infrastructure (Civil Engineering, Architecture, Disaster Prevention) / Architectural planning and city planning, Social Infrastructure (Civil Engineering, Architecture, Disaster Prevention) / Disaster prevention engineering

  • Language:English
    Conference name:TSJS International Conference
    International/Domestic presentation:International presentation
    Holding date：2024.10
    Presentation date：2024.10.19
    Title:A project to support regional disaster preparedness by use of GIS
    Presentation type:Oral presentation (general)
    Field of experts:Social Infrastructure (Civil Engineering, Architecture, Disaster Prevention) / Architectural planning and city planning

  • Language:Japanese
    Conference name:＜都市や地域に関する知の冒険＞プロジェクト発表会
    International/Domestic presentation:Domestic presentation
    Holding date：2019.03
    Title:船場・大阪の百年後を考える
    Presentation type:Oral presentation (general)
    Field of experts:Social Infrastructure (Civil Engineering, Architecture, Disaster Prevention) / Architectural planning and city planning

  • Language:English
    Conference name:10th International Conference on Urban Climate
    International/Domestic presentation:International presentation
    Holding date：2018.08
    Title:Prediction of land use changes with Bayesian Spatial Modeling for the perspective of urban climate
    Presentation type:Poster presentation
    Field of experts:Social Infrastructure (Civil Engineering, Architecture, Disaster Prevention) / Architectural planning and city planning, Environmental Science/Agriculture Science / Environmental impact assessment

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Teaching Experience (Off-campus) 【 display / non-display 】

  • Subject：都市政策演習
    Institution name：

  • Subject：都市政策演習（都市解析）
    Institution name：

  • Subject：政策課題研究J
    Institution name：

  • Subject：政策トピックL　
    Institution name：

  • Subject：基礎演習　　
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Committee Memberships 【 display / non-display 】

  • Organization name:神戸市
    Committee name:神戸市総合計画審議会

  • Organization name:大阪府
    Committee name:大阪府大規模小売店舗立地審議会

  • Organization name:大阪府
    Committee name:土地利用審査会

  • Organization name:西宮市
    Committee name:第５次西宮市総合計画後期基本計画策定に係る学識経験者懇談会

  • Organization name:日本都市計画学会
    Committee name:学術委員

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Social Contribution 【 display / non-display 】

  • Title:探究の授業における調査研究の進め方
    Date：2022.05

  • Title:大阪府開発審査会

  • Title:兵庫県史編集会議執筆委員

  • Title:兵庫県史編集会議執筆委員

  • Title:丹波の森公苑運営協議会

    Description:県立施設の運営計画策にむけた指導・助言

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Academic Contribution 【 display / non-display 】

  • Title:ふるさと環境交流会in神戸・阪神
    Date：2014.07

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