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Study on geographical distribution estimation of phenological date of human behaviors according to local climates in Japan

Research Project

Project/Area Number 15K06328
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Architectural environment/Equipment
Research InstitutionKyoto Prefectural University

Principal Investigator

Nagano Kazuo  京都府立大学, 生命環境科学研究科, 准教授 (90322297)

Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥4,940,000 (Direct Cost: ¥3,800,000、Indirect Cost: ¥1,140,000)
Fiscal Year 2017: ¥3,380,000 (Direct Cost: ¥2,600,000、Indirect Cost: ¥780,000)
Fiscal Year 2016: ¥260,000 (Direct Cost: ¥200,000、Indirect Cost: ¥60,000)
Fiscal Year 2015: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Keywords生活季節 / 前線 / ウェブアンケート / 総合気象観測 / 体感温度 / インターネット調査
Outline of Final Research Achievements

The purpose of this study is to derive the contour maps the lines of which indicate the same dates for starting and ending the human seasonal behaviors. The web-based questionnaire in which respondents in Kyoto were asked to respond if they did the 21 behaviors each day of the week, was repeated every Sunday for a year. The outdoor temperature, humidity, wind velocity, and shortwave and longwave radiation were observed in Kyoto during the questionnaire periods, and the thermal comfort index ETVO was calculated based on these meteorological data. Using the regression equations from the scatter plots of the percentage of the behaviors versus the daily mean ETVO, the behavior's first/last dates at the 836 observatories were estimated, and then the contour maps of the first/last dates were drawn.

Report

(4 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Research-status Report
  • 2015 Research-status Report
  • Research Products

    (14 results)

All 2018 2017 2016 Other

All Journal Article (2 results) (of which Peer Reviewed: 2 results,  Open Access: 2 results) Presentation (11 results) (of which Int'l Joint Research: 4 results) Remarks (1 results)

  • [Journal Article] Geographical distribution estimation of phenological date of human behaviors in Japan2018

    • Author(s)
      住里公美佳,長野和雄
    • Journal Title

      JAPANESE JOURNAL OF BIOMETEOROLOGY

      Volume: 54 Issue: 4 Pages: 111-134

    • DOI

      10.11227/seikisho.54.111

    • NAID

      130006685379

    • ISSN
      0389-1313, 1347-7617
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 着衣人体に対する日射の影響の理論的・実証的考察2018

    • Author(s)
      加藤雄太,長野和雄,渡邊慎一
    • Journal Title

      日本生気象学会雑誌

      Volume: 55(1)

    • NAID

      130007439526

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Presentation] Observation and questionnaire on the relationship between the thermal index ETVO and behavior of people in Kyoto2017

    • Author(s)
      Sumisato, K., Nagano K.
    • Organizer
      The 17th International Conference on Environmental Ergonomics (ICEE2017), Kobe, Japan
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Experimental study on the practical effect of solar radiation on a clothed body by using a thermal manikin2017

    • Author(s)
      Kato Y., Nagano K., Watanabe S.
    • Organizer
      The 17th International Conference on Environmental Ergonomics (ICEE2017), Kobe, Japan
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Sigmoid relationship between surveyed clothing insulation and thermal index in outdoor spaces2017

    • Author(s)
      Nagano K., Sumisato, K.
    • Organizer
      21st International Congress of Biometeorology, Durham, UK
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 冬の生活季節期日の全国分布の推定 生活季節と地域気候特性に関する研究 その42017

    • Author(s)
      住里公美佳,長野和雄
    • Organizer
      日本生気象学会雑誌
    • Related Report
      2017 Annual Research Report
  • [Presentation] 部位差および着衣の再放熱比を考慮した着衣人体の日射受熱量の評価2017

    • Author(s)
      加藤雄太,長野和雄,渡邊慎一
    • Organizer
      日本生気象学会雑誌
    • Related Report
      2017 Annual Research Report
  • [Presentation] 重ね着衣服内の多重反射を考慮した日射吸収率の推定2017

    • Author(s)
      加藤雄太,長野和雄,渡邊慎一
    • Organizer
      日本生気象学会雑誌
    • Related Report
      2017 Annual Research Report
  • [Presentation] 夏の生活季節期日の全国分布の推定 生活季節と地域気候特性に関する研究 その32017

    • Author(s)
      住里公美佳,長野和雄
    • Organizer
      住里公美佳,長野和雄
    • Related Report
      2017 Annual Research Report
  • [Presentation] 京都市域における冬の生活季節の期日推定 生活季節と地域気候特性に関する研究 その12016

    • Author(s)
      住里公美佳,長野和雄
    • Organizer
      日本生気象学会雑誌
    • Place of Presentation
      北海道大学(札幌市)
    • Year and Date
      2016-11-05
    • Related Report
      2016 Research-status Report
  • [Presentation] 京都市域における屋外着衣量の推定 生活季節と地域気候特性に関する研究 その22016

    • Author(s)
      長野和雄,住里公美佳
    • Organizer
      日本生気象学会雑誌
    • Place of Presentation
      北海道大学(札幌市)
    • Year and Date
      2016-11-05
    • Related Report
      2016 Research-status Report
  • [Presentation] 季節変化が京都市域住民の生活行為に及ぼす影響2016

    • Author(s)
      住里公美佳,長野和雄
    • Organizer
      日本建築学会大会学術講演梗概集(九州)
    • Place of Presentation
      福岡大学(福岡市)
    • Year and Date
      2016-08-24
    • Related Report
      2016 Research-status Report
  • [Presentation] Efficiency of Index ETVO for Evaluation of Indoor Thermal Environment with and without Solar Radiation2016

    • Author(s)
      Nagano K., Horikoshi, T.
    • Organizer
      Indoor Air 2016
    • Place of Presentation
      Ghent, Belgium
    • Year and Date
      2016-07-03
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Remarks] 生活季節の実態把握と予測評価|Nagano Laboratory KPU

    • URL

      http://nagano-lab.net/publications/phenology/

    • Related Report
      2017 Annual Research Report

URL: 

Published: 2015-04-16   Modified: 2019-03-29  

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