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Developing a method for estimating primary productivity based on absorption coefficient of phytoplankton in Lakes

Research Project

Project/Area Number 25420555
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Civil and environmental engineering
Research InstitutionUniversity of Tsukuba

Principal Investigator

MATSUSHITA Bunkei  筑波大学, 生命環境系, 准教授 (80361319)

Co-Investigator(Kenkyū-buntansha) 福島 武彦  筑波大学, 生命環境系, 教授 (90124354)
Project Period (FY) 2013-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥5,070,000 (Direct Cost: ¥3,900,000、Indirect Cost: ¥1,170,000)
Fiscal Year 2015: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2014: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2013: ¥2,860,000 (Direct Cost: ¥2,200,000、Indirect Cost: ¥660,000)
Keywords湖沼基礎生産量 / 大気補正 / 生物光学モデル / クロロフィルa濃度 / 植物プランクトン吸収係数 / 有光層深度 / 経年変動 / リモートセンシング / 霞ヶ浦 / クロロフィル濃度 / SAMO-LUT法 / 大気補正法N-GWI / 基礎生産量 / MERISデータ / 高濁度湖沼 / 固有光学特性 / 吸収係数 / 後方散乱係数 / エアロゾルタイプ / 消散係数 / 大気補正法 / 不浸透面面積率 / 農地率
Outline of Final Research Achievements

In this research, we tried to estimate the primary production of lakes from satellite data in a wide range and a long span. For this purpose, we first developed an atmospheric correction algorithm to eliminate the influence of the atmosphere contained in satellite data. Next, we estimated the inherent optical properties (i.e., coefficients of absorption and backscattering) of the lake from atmospherically corrected satellite data, and then developed algorithms for estimating the diffuse attenuation coefficient and euphotic zone depth of water bodies based on the remotely estimated inherent optical properties. Finally, we estimated primary production in Lake Kasumigaura using these parameters. This result can be used for healthy water use, conservation of aquatic ecosystems, and estimation of global carbon cycle.

Report

(5 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Research-status Report
  • 2014 Research-status Report
  • 2013 Research-status Report
  • Research Products

    (32 results)

All 2016 2015 2014 2013 Other

All Journal Article (12 results) (of which Int'l Joint Research: 3 results,  Peer Reviewed: 12 results,  Acknowledgement Compliant: 8 results) Presentation (17 results) (of which Int'l Joint Research: 4 results,  Invited: 4 results) Book (2 results) Remarks (1 results)

  • [Journal Article] Semi-analytical prediction of Secchi depth using remote-sensing reflectance for lakes with a wide range of turbidity2016

    • Author(s)
      T. Fukushima., B. Matsushita, Y. Oyama, K. Yoshimura, W. Yang, M. Terrel, S. Kawamura, and A. Takegahara
    • Journal Title

      Hydrobiologia

      Volume: 780 Issue: 1 Pages: 5-20

    • DOI

      10.1007/s10750-015-2584-7

    • Related Report
      2016 Annual Research Report 2015 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] A Modified Semianalytical Algorithm for Remotely Estimating Euphotic Zone Depth in Turbid Inland Waters2015

    • Author(s)
      W. Yang, B. Matsushita, K. Yoshimura, J. Chen, & T. Fukushima
    • Journal Title

      IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING

      Volume: 8 Issue: 4 Pages: 1545-1554

    • DOI

      10.1109/jstars.2015.2415853

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] MERISデータによる霞ヶ浦のクロロフィルa濃度の長期モニタリング2015

    • Author(s)
      松下文経・ラル― ムハマド ジャエラニ・楊偉・尾山洋一・福島武彦
    • Journal Title

      日本リモートセンシング学会誌

      Volume: 35 Pages: 129-139

    • NAID

      130005124788

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] A Modified Semi-Analytical Algorithm for Remotely Estimating Euphotic Zone Depth in Turbid Inland Waters2015

    • Author(s)
      W. Yang, B. Matsushita, K. Yoshimura, J. Chen & T. Fukushima
    • Journal Title

      Journal of Selected Topics in Applied Earth Observations and Remote Sensing

      Volume: 印刷中

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] An improved atmospheric correction algorithm for applying MERIS data to very turbid inland waters2015

    • Author(s)
      L. M. Jaelani, B. Matsushita, W. Yang and T. Fukushima
    • Journal Title

      International J. Applied Earth Observation and Geoinformation

      Volume: 39 Pages: 128-141

    • DOI

      10.1016/j.jag.2015.03.004

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Monitoring levels of cyanobacterial blooms using the visual cyanobacteria index (VCI) and floating algae index (FAI)2015

    • Author(s)
      Y. Oyama, T. Fukushima, B. Matsushita, H. Matsuzaki, K, Kamiya and H. Kobinata
    • Journal Title

      International J. Applied Earth Observation and Geoinformation

      Volume: 38 Pages: 335-348

    • DOI

      10.1016/j.jag.2015.02.002

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] A hybrid algorithm for estimating the chlorophyll-a concentration across different trophic states in Asian inland waters2015

    • Author(s)
      B. Matsushita, W. Yang, G. Yu, Y. Oyama, K. Yoshimura and T. Fukushima
    • Journal Title

      ISPRS J. Photogrammetry and Remote Sensing

      Volume: 102 Pages: 28-37

    • DOI

      10.1016/j.isprsjprs.2014.12.022

    • NAID

      120007130288

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Distinguishing surface cyanobacterial blooms and aquatic macrophytes using Landsat/TM and ETM+ shortwave infrared bands2015

    • Author(s)
      Y. Oyama, B. Matsushita & T. Fukushima
    • Journal Title

      Remote Sensing of Environment

      Volume: 157 Pages: 35-47

    • DOI

      10.1016/j.rse.2014.04.031

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Remote estimation of chlorophyll-a in inland waters by a NIR-red-based algorithm: validation in Asian lakes2014

    • Author(s)
      G. Yu, W. Yang, B. Matsushita, R. Li, Y. Oyama, T. Fukushima
    • Journal Title

      Remote Sensing

      Volume: 6 Issue: 4 Pages: 3492-3510

    • DOI

      10.3390/rs6043492

    • NAID

      120007136688

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Mapping the human footprint from satellite measurements in Japan2014

    • Author(s)
      F. Yang, B. Matsushita, W. Yang & T. Fukushima
    • Journal Title

      ISPRS Journal of Photogrammetry and Remote Sensing

      Volume: 88 Pages: 80-90

    • DOI

      10.1016/j.isprsjprs.2013.11.020

    • NAID

      120007130523

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Application of a semi-analytical algorithm to remotely estimate diffuse attenuation coefficient in turbid inland waters.2014

    • Author(s)
      W. Yang, B. Matsushita, J. Chen, K. Yoshimura and T. Fukushima
    • Journal Title

      IEEE Geoscience and Remote Sensing Letters.

      Volume: 11 Issue: 6 Pages: 1046-1050

    • DOI

      10.1109/lgrs.2013.2284343

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Evaluation of four MERIS atmospheric correction algorithms in Lake Kasumigaura, Japan.2013

    • Author(s)
      L. M. Jaelani, B. Matsushita, W. Yang and T. Fukushima
    • Journal Title

      Int. J. Remote Sensing

      Volume: 34 Issue: 24 Pages: 8967-8985

    • DOI

      10.1080/01431161.2013.860660

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Presentation] Generating a long-term database for Indonesian lakes from Landsat satellite data2016

    • Author(s)
      B. Matsushita, F. Setiawan, S. Luki, & T. Fukushima
    • Organizer
      The 16th World Lake Conference
    • Place of Presentation
      Bali, Indonesia
    • Year and Date
      2016-11-07
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Estimating water clarity for Indonesia lakes using Landsat Imagery2016

    • Author(s)
      F. Setiawan, B. Matsushita, & T. Fukushima
    • Organizer
      The 16th World Lake Conference
    • Place of Presentation
      Bali, Indonesia
    • Year and Date
      2016-11-07
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Lake environments under stress and their restoration challenges2016

    • Author(s)
      T. Fukushima
    • Organizer
      The 16th World Lake Conference
    • Place of Presentation
      Bali, Indonesia
    • Year and Date
      2016-11-07
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Land use/cover change detection in Lake Malawi basin (2001-2010)2015

    • Author(s)
      A. VUNDO, T. FUKUSHIMA and B. MATSUSHITA
    • Organizer
      日本リモートセンシング学会第59回学術講演会
    • Place of Presentation
      長崎大学良順会館(長崎県長崎市)
    • Year and Date
      2015-11-26
    • Related Report
      2015 Research-status Report
  • [Presentation] 衛星画像を用いたアジア湖沼のアオコモニタリング2015

    • Author(s)
      荒居博之、尾山洋一、松下文経、福島武彦
    • Organizer
      日本陸水学会第80回大会
    • Place of Presentation
      北海道大学函館キャンパス(北海道函館市)
    • Year and Date
      2015-09-26
    • Related Report
      2015 Research-status Report
  • [Presentation] Semi-analytical prediction of Secchi depth using remote-sensing reflectance for lake with a wide range of turbidity2015

    • Author(s)
      T. FUKUSHIMA, B. MATSUSHITA, Y. OYAMA, K. YOSHIMURA, W. YANG, M. TERREL, S. KAWAMURA and A. TAKEGAHARA
    • Organizer
      4th European Large Lakes Symposium
    • Place of Presentation
      Yoensuu, Finland
    • Year and Date
      2015-08-24
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Sub-pixel mapping of land cover in the Lower Mekong Basin using MODIS NDVI data2014

    • Author(s)
      P. Sophak、福島武彦、松下文経
    • Organizer
      日本リモートセンシング学会第57回学術講演会
    • Place of Presentation
      京都大学宇治おうばくプラザ(京都府、宇治市)
    • Year and Date
      2014-11-06 – 2014-11-07
    • Related Report
      2014 Research-status Report
  • [Presentation] Monitoring lakes and their drainage basins by remote sensing2014

    • Author(s)
      B. Matsushita
    • Organizer
      7th National Seminar on Limnology "Science-Based Management of Inland Waters to Support Environmental Sustainability and People's Welfare"
    • Place of Presentation
      Bogor Indonesia
    • Year and Date
      2014-09-16
    • Related Report
      2014 Research-status Report
    • Invited
  • [Presentation] リモートセンシングによるアオコの観測2014

    • Author(s)
      尾山洋一、松下文経、福島武彦
    • Organizer
      日本陸水学会第79回大会
    • Place of Presentation
      筑波大学キャンパス・つくば国際会議場(茨城県、つくば市)
    • Year and Date
      2014-09-10 – 2014-09-13
    • Related Report
      2014 Research-status Report
  • [Presentation] リモートセンシング反射率による湖沼の透明度推定2014

    • Author(s)
      川村志満子、松下文経、福島武彦、尾山洋一
    • Organizer
      日本陸水学会第79回大会
    • Place of Presentation
      筑波大学キャンパス・つくば国際会議場(茨城県、つくば市)
    • Year and Date
      2014-09-10 – 2014-09-13
    • Related Report
      2014 Research-status Report
  • [Presentation] Critical review on monitoring of lake water quality and ecosystem information using satellite image: Towards a new era of water color remote sensing2014

    • Author(s)
      T. Fukushima, B. Matsushita and Y. Oyama
    • Organizer
      The 15th World Lake Conference
    • Place of Presentation
      Perugia, Italy
    • Year and Date
      2014-09-01 – 2014-09-05
    • Related Report
      2014 Research-status Report
  • [Presentation] 衛星画像から見た日本の湖沼の浮葉・抽水植物の分布変化2013

    • Author(s)
      尾山洋一、松下文経、福島武彦
    • Organizer
      日本陸水学会第78回大会
    • Place of Presentation
      龍谷大学瀬田キャンパス2号館
    • Related Report
      2013 Research-status Report
  • [Presentation] Monitoring the distribution of floating macrophytes in Lake Limboto using Landsat images2013

    • Author(s)
      Y. Oyama, B. Matsushita, S. Luki and T. Fukushima
    • Organizer
      34th Asian Conference on Remote Sensing
    • Place of Presentation
      Bali, Indonesia
    • Related Report
      2013 Research-status Report
  • [Presentation] Evaluation of four MERIS atmospheric correction algorithms in Lake Kasumigaura, Japan2013

    • Author(s)
      M. Jaelani, B. Matsushita, W. Yang and T. Fukushima
    • Organizer
      34th Asian Conference on Remote Sensing
    • Place of Presentation
      Bali, Indonesia
    • Related Report
      2013 Research-status Report
  • [Presentation] Validation of a NIR-red-based algorithm for estimating chlorophyll-a concentration in several Asian Lakes2013

    • Author(s)
      B. Matsushita, W. Yang, Y. Oyama, T. Fukushima, Luki Subehi and F. Setiawan:
    • Organizer
      34th Asian Conference on Remote Sensing
    • Place of Presentation
      Bali, Indonesia
    • Related Report
      2013 Research-status Report
  • [Presentation] 衛星データから湖沼のクロロフィルa濃度を推定するアルゴリズムの開発2013

    • Author(s)
      松下文経
    • Organizer
      日本地球化学会第60回年会
    • Place of Presentation
      筑波大学
    • Related Report
      2013 Research-status Report
    • Invited
  • [Presentation] Bottom Index法を利用したWorldView-2画像による猪苗代湖の沈水植物の検出2013

    • Author(s)
      尾山洋一、吉峯順平、松下文経、福島武彦
    • Organizer
      日本リモートセンシング学会第55回大会
    • Place of Presentation
      日本大学 工学部 50周年記念館(ハットNE)
    • Related Report
      2013 Research-status Report
  • [Book] "Monitoring water quality with remote sensing image data", book chapter in Qihao Weng (Eds), Remote Sensing for Sustainability2016

    • Author(s)
      B. Matsushita, W. Yang, L. M. Jaelani, F. Setiawan and T. Fukushima
    • Total Pages
      357
    • Publisher
      CRC Press
    • Related Report
      2016 Annual Research Report
  • [Book] “Cyanobacterial blooms as an indicator of environmental degradation in waters and their monitoring using satellite remote sensing”, book chapter in S. Nakano, T. Yahara and T. Nakashizuka (Eds), The Biodiversity Observation Network in Asia-Pacific Region: Aquatic Biodiversity Conservation and Ecosystem Service.2016

    • Author(s)
      Y. Oyama, B. Matsushita, and T. Fukushima
    • Total Pages
      111
    • Publisher
      Springer, Tokyo
    • Related Report
      2015 Research-status Report
  • [Remarks] 筑波大学生命環境科学研究科環境バイオマス共生学専攻水環境分野

    • URL

      http://www.ies.life.tsukuba.ac.jp/~modeling/

    • Related Report
      2016 Annual Research Report

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Published: 2014-07-25   Modified: 2019-07-29  

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