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Improved algorithms for aerosol retrieval based on multi-spectral radiance and polarization measurements

Research Project

Project/Area Number 15K00528
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Environmental dynamic analysis
Research InstitutionKyoto College of Graduate Studies for Informatics

Principal Investigator

Mukai Sonoyo  京都情報大学院大学, その他の研究科, 教授 (00097411)

Co-Investigator(Renkei-kenkyūsha) Sano Itaru  近畿大学, 大学院総合理工学研究科, 教授 (10247950)
Yasumoto Masayoshi  近畿大学, 総合社会学部, 講師 (40340765)
Nakata Makiko  近畿大学, 大学院総合文化研究科, 准教授 (80525791)
Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000)
Fiscal Year 2017: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2016: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2015: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Keywords放射伝達理論 / 大気エアロゾル / 衛星データ解析 / 地上放射観測 / 偏光 / エアロゾル / 放射伝達 / 吸収性エアロゾル / AERONET / 大気粒子汚染検知 / 地球規模エアロゾル解析 / 近紫外波長データの活用 / PM2.5 / 光散乱
Outline of Final Research Achievements

This study aimed at performance of efficient system for aerosol retrieval based on the satellite data utilized together with ground-based measurements, radiative transfer algorithms, and the numerical model simulations.
Summary of this work is as follows: Improved description of aerosol models, and validation it by using Terra/MODIS and ADEOS-2/GLI. 2. Development of radiative transfer system for polarization or non-polarization field. 3. An absorbing aerosol index (AAI) has been proposed defined as the ratio of the satellite-observed radiance at a wavelength of 412 nm to that at 380 nm in order to detect the absorbing particles. 4. Application for air pollution, PM analysis and an impact on the environment and climate change. 5. Validation system for satellite observations based on NASA/AERONET data. 6. The obtained results in this study are available for JAXA/GCOM-C/SGLI and other future missions.

Report

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

    (44 results)

All 2018 2017 2016 2015 Other

All Int'l Joint Research (3 results) Journal Article (17 results) (of which Int'l Joint Research: 5 results,  Peer Reviewed: 8 results,  Open Access: 3 results,  Acknowledgement Compliant: 10 results) Presentation (19 results) (of which Int'l Joint Research: 13 results,  Invited: 1 results) Book (5 results)

  • [Int'l Joint Research] NASA / Goddard Space Flight Center(米国)

    • Related Report
      2017 Annual Research Report
  • [Int'l Joint Research] Lille University / LOA(France)

    • Related Report
      2017 Annual Research Report
  • [Int'l Joint Research] VITROCISET(Germany)

    • Related Report
      2017 Annual Research Report
  • [Journal Article] An overview of mesoscale aerosol processes, comparisons, and validation studies from DRAGON networks2018

    • Author(s)
      Holben Brent N.、Kim Jhoon、Sano Itaru、Mukai Sonoyo、Eck Thomas F.、Giles David M. et al.
    • Journal Title

      Atmospheric Chemistry and Physics

      Volume: 18 Issue: 2 Pages: 655-671

    • DOI

      10.5194/acp-18-655-2018

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Regional and seasonal effects on biomass burning aerosols2017

    • Author(s)
      Mukai Sonoyo、Nakata Makiko、Sano Itaru、Yasumoto Masayoshi、Fujito Toshiyuki
    • Journal Title

      Proc. of IEEE / IGARSS

      Volume: - Pages: 5958-5961

    • DOI

      10.1109/igarss.2017.8128366

    • Related Report
      2017 Annual Research Report
  • [Journal Article] Response of the climate system to anthropogenic aerosols2017

    • Author(s)
      Nakata Makiko、Sano Itaru、Mukai Sonoyo
    • Journal Title

      Proc. of IEEE / IGARSS

      Volume: - Pages: 5946-5949

    • DOI

      10.1109/igarss.2017.8128363

    • Related Report
      2017 Annual Research Report
  • [Journal Article] Role of near ultraviolet wavelength measurements in the detection and retrieval of absorbing aerosols from space2017

    • Author(s)
      Mukai Sonoyo、Fujito Toshiyuki、Nakata Makiko、Sano Itaru
    • Journal Title

      Proc. of SPIE

      Volume: 10424 Pages: 31-31

    • DOI

      10.1117/12.2277826

    • Related Report
      2017 Annual Research Report
  • [Journal Article] Evaluation of ground-based particulate matter in association with measurements from space2017

    • Author(s)
      Nakata Makiko、Yoshida Akihito、Sano Itaru、Mukai Sonoyo
    • Journal Title

      Proc. of SPIE

      Volume: 10424 Pages: 30-30

    • DOI

      10.1117/12.2277825

    • Related Report
      2017 Annual Research Report
  • [Journal Article] An effective method for retrieval of three kinds of aerosol properties focusing on a coming GCOM-C1 / SGLI in December of 20172017

    • Author(s)
      Sano Itaru、Mukai Sonoyo、Nakata Makiko
    • Journal Title

      Proc. of SPIE

      Volume: 10424 Pages: 1042403-1042403

    • DOI

      10.1117/12.2278159

    • Related Report
      2017 Annual Research Report
  • [Journal Article] An overview of meso-scale aerosol processes, comparison and validation studies from DRAGON networks2017

    • Author(s)
      B. N. Holben, J. Kim, I. Sano, S. Mukai et al.
    • Journal Title

      Atmos. Chem. Phys. Discuss.

      Volume: -

    • DOI

      10.5194/acp-2016-1182

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] An outline of the method of successive order of scattering (MSOS)2017

    • Author(s)
      S. Mukai, I. Sano and M. Nakata
    • Journal Title

      NAIS journal

      Volume: 11 Pages: 45-50

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Spatiotemporal variations in atmospheric aerosols in East Asia: Identifying local pollutants and transported Asian aerosols in Osaka, Japan using DRAGON2016

    • Author(s)
      M. Nakata, I. Sano, S. Mukai, and B. Holben
    • Journal Title

      Atmos. Chem. Phys. Discuss.

      Volume: -

    • DOI

      10.5194/acp-2016-182

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Regional and local variations in atmospheric aerosols using ground-based sun photometry during distributed regional aerosol gridded observation networks (DRAGON) in 20122016

    • Author(s)
      I. Sano, S. Mukai, M. Nakata and B. Holben
    • Journal Title

      Atmos. Chem. Phys.

      Volume: 16 Issue: 22 Pages: 14795-14803

    • DOI

      10.5194/acp-16-14795-2016

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Improvement of retrieval algorithms for severe air pollution2016

    • Author(s)
      S. Mukai, I. Sano and M. Nakata
    • Journal Title

      Proc. of SPIE

      Volume: 10008 Pages: 1000811-1000811

    • DOI

      10.1117/12.2240485

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Air Pollutants in Osaka (Japan)2015

    • Author(s)
      M. Nakata, I. Sano and S. Mukai
    • Journal Title

      Frontiers in Environmental Science, section Environmental Informatics

      Volume: 3

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] A study of aerosol pollution episode due to agriculture biomass burning in the east-central China using satellite data2015

    • Author(s)
      S. Mukai, M. Nakata, M. Yasumoto, I. Sano I and A. Kokhanovsky
    • Journal Title

      Frontiers in Environmental Science, section Environmental Informatics

      Volume: 3

    • DOI

      10.3389/fenvs.2015.00057

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Detection and/or distinction between haze and/or cloud2015

    • Author(s)
      S. Mukai, I. Sano and M. Nakata
    • Journal Title

      Proc. of IEEE-IGARSS

      Volume: N/A Pages: 2210-2213

    • DOI

      10.1109/igarss.2015.7326244

    • Related Report
      2015 Research-status Report
    • Acknowledgement Compliant
  • [Journal Article] Retrieval for PM2.5 distribution from space2015

    • Author(s)
      I. Sano, S. Mukai and M. Nakata
    • Journal Title

      Proc. of IEEE-IGARSS

      Volume: N/A Pages: 2206-2209

    • DOI

      10.1109/igarss.2015.7326243

    • Related Report
      2015 Research-status Report
    • Acknowledgement Compliant
  • [Journal Article] Relationship between aerosol characteristics and impact factor on climate and environment2015

    • Author(s)
      M. Nakata, I. Sano and S. Mukai
    • Journal Title

      Proc. of IEEE-IGARSS

      Volume: N/A Pages: 2342-2345

    • DOI

      10.1109/igarss.2015.7326278

    • Related Report
      2015 Research-status Report
    • Acknowledgement Compliant
  • [Journal Article] Detection of severe air pollution, from multidirectional perspectives2015

    • Author(s)
      S. Mukai, I. Sano, M. Nakata and M.Yasumoto
    • Journal Title

      Proc. SPIE

      Volume: 9540 Pages: 964013-964013

    • DOI

      10.1117/12.2194677

    • Related Report
      2015 Research-status Report
    • Acknowledgement Compliant
  • [Presentation] Regional variation of carbonaceous aerosols from space and simulations2017

    • Author(s)
      S. Mukai, I. Sano, M. Nakata and A. Kokhanovsky
    • Organizer
      EGU General Assembly
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Aerosol retrieval for second global imager on GCOM-C12017

    • Author(s)
      I. Sano, S. Mukai and M. Nakata
    • Organizer
      EGU General Assembly
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A method of aerosol retrieval for the second generation global imager (SGLI) on GCOM-C12017

    • Author(s)
      I. Sano, S. Mukai and M. Nakata
    • Organizer
      1st International Workshop on “Advancement of polarimetric observations: calibration and improved aerosol retrievals”
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Effectiveness of near-UV data by satellite for detection/derivation of absorbing aerosols2017

    • Author(s)
      M. Yasumoto, M. Nakata, I. Sano and S. Mukai
    • Organizer
      ISRS
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 衛星からの炭素性エアロゾルの検知と特性導出2017

    • Author(s)
      藤戸俊行, 向井苑生
    • Organizer
      第34回エアロゾル科学・技術研究討論会
    • Related Report
      2017 Annual Research Report
  • [Presentation] しきさい‐衛星からの エアロゾルプロダクツ検証ツールの開発2017

    • Author(s)
      工藤良祐, 岩崎翔太郎, 向井苑生, Brent Holben
    • Organizer
      日本リモートセンシング学会 秋季学術講演会
    • Related Report
      2017 Annual Research Report
  • [Presentation] アジアにおける大気エアロゾルの季節変化特性2017

    • Author(s)
      中田真木子, 向井苑生
    • Organizer
      日本リモートセンシング学会 秋季学術講演会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Feasibility study of aerosol retrieval for GCOM-C/SGLI with simulated data2016

    • Author(s)
      S. Mukai, I. Sano, M. Yasumoto, M. Nakata and N. Nishi
    • Organizer
      American Geophysical Union
    • Place of Presentation
      San Francisco, USA
    • Year and Date
      2016-12-12
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Monitoring of Siberian biomass burning smoke from AHI on board geostationary satellite Himawari-82016

    • Author(s)
      I. Sano, S. Mukai, A. Yoshida, M. Nakata, H. Minoura and B. Holben
    • Organizer
      American Geophysical Union
    • Place of Presentation
      San Francisco, USA
    • Year and Date
      2016-12-12
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] エアロゾル・リトリーバルシテムの効率化2016

    • Author(s)
      藤戸俊行, 向井苑生,中田真木子
    • Organizer
      日本リモートセンシング学会学術講演会
    • Place of Presentation
      新潟市
    • Year and Date
      2016-11-01
    • Related Report
      2016 Research-status Report
  • [Presentation] 衛星及び地上から観たバイオマスエアロゾル2016

    • Author(s)
      保本正芳, 向井苑生
    • Organizer
      日本リモートセンシング学会学術講演会
    • Place of Presentation
      新潟市
    • Year and Date
      2016-11-01
    • Related Report
      2016 Research-status Report
  • [Presentation] Monitoring atmospheric aerosols by using AHI (Advanced Himawari Imager) on the Japanese satellite Himawari-82016

    • Author(s)
      I. Sano, A. Yoshida, S. Mukai and M. Nakata
    • Organizer
      SPIE Remote Sensing
    • Place of Presentation
      Edinburgh, England
    • Year and Date
      2016-09-26
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] NIES Ⅱ型共同研究への期待-衛星からのPM推定について2016

    • Author(s)
      佐野 到,向井苑生, 中田真木子
    • Organizer
      環境研究所Ⅱ型研究発表会
    • Place of Presentation
      つくば市
    • Year and Date
      2016-06-23
    • Related Report
      2016 Research-status Report
  • [Presentation] Feasibility study for GCOM-C/SGLI: Retrieval algorithms for carbonaceous aerosols2016

    • Author(s)
      S. Mukai, I. Sano, T. Fujito, M. Nakata and A. Kokhanovsky
    • Organizer
      European Geosciences Union
    • Place of Presentation
      Wien, Austria
    • Year and Date
      2016-04-17
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] S. Mukai, I. Sano and M. Nakata2016

    • Author(s)
      S. Mukai, I. Sano and M. Nakata
    • Organizer
      International Radiation Symposium
    • Place of Presentation
      Auckland, New Zealand
    • Year and Date
      2016-04-16
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] ptical properties of Asian aerosols considered from a variety of perspectives2015

    • Author(s)
      S. Mukai, I. Sano and M. Nakata
    • Organizer
      Asian Aerosol Conference
    • Place of Presentation
      Kanazawa, Japan
    • Year and Date
      2015-06-24
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Seasonal characteristics of particulate matter over East Asia2015

    • Author(s)
      M. Nakata, I. Sano and, S. Mukai
    • Organizer
      Asian Aerosol Conference
    • Place of Presentation
      Kanazawa, Japan
    • Year and Date
      2015-06-24
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Detection of haze and/or cloud in the biomass burning episodes in East Asia2015

    • Author(s)
      S. Mukai, I. Sano, M. Nakata and A. Kokhanovsky
    • Organizer
      EGU
    • Place of Presentation
      Wien, Austria
    • Year and Date
      2015-04-12
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] On relationship between aerosols and PM2.52015

    • Author(s)
      I. Sano, S. Mukai and M. Nakata
    • Organizer
      EGU
    • Place of Presentation
      Wien, Austria
    • Year and Date
      2015-04-12
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Book] "An Investigation into Dust Storms Using Satellite Measurements and Model Simulations" in Advances in Environmental Research2017

    • Author(s)
      Nakata Makiko and Mukai Sonoyo
    • Total Pages
      252
    • Publisher
      Nova Science Publishers
    • ISBN
      9781536127898
    • Related Report
      2017 Annual Research Report
  • [Book] Remote Sensing of Heavy Aerosol Pollution Episodes in“Remote Sensing of Aerosols, clouds and precipitation“2017

    • Author(s)
      Mukai Sonoyo
    • Total Pages
      364
    • Publisher
      Elsevier
    • ISBN
      9780128104378
    • Related Report
      2017 Annual Research Report
  • [Book] Remote Sensing of Aerosols, clouds and precipitation2017

    • Author(s)
      S. Mukai et al.
    • Publisher
      Elsevier Publ.
    • Related Report
      2016 Research-status Report
  • [Book] オンライン版 ”エアロゾル用語集(日本エアロゾル学会編)2016

    • Author(s)
      向井苑生, 他
    • Publisher
      日本エアロゾル学会
    • Related Report
      2016 Research-status Report
  • [Book] Life Cycles and Effects on Air Quality and Climate2016

    • Author(s)
      S. Mukai et al.
    • Total Pages
      704
    • Publisher
      John Wiley
    • Related Report
      2016 Research-status Report

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Published: 2015-04-16   Modified: 2022-05-30  

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