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Development of algorithms for retrieving ecosystem information in East Asian lakes using remote sensing technique

Research Project

Project/Area Number 23404015
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section海外学術
Research Field Civil and environmental engineering
Research InstitutionUniversity of Tsukuba

Principal Investigator

FUKUSHIMA Takehiko  筑波大学, 生命環境系, 教授 (90124354)

Co-Investigator(Kenkyū-buntansha) MATSUSHITA Bunkei  筑波大学, 生命環境系, 准教授 (80361319)
Project Period (FY) 2011-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥19,240,000 (Direct Cost: ¥14,800,000、Indirect Cost: ¥4,440,000)
Fiscal Year 2014: ¥3,380,000 (Direct Cost: ¥2,600,000、Indirect Cost: ¥780,000)
Fiscal Year 2013: ¥3,380,000 (Direct Cost: ¥2,600,000、Indirect Cost: ¥780,000)
Fiscal Year 2012: ¥4,160,000 (Direct Cost: ¥3,200,000、Indirect Cost: ¥960,000)
Fiscal Year 2011: ¥8,320,000 (Direct Cost: ¥6,400,000、Indirect Cost: ¥1,920,000)
Keywordsリモートセンシング / 生態系 / アジア / 湖沼 / アオコ / 水草
Outline of Final Research Achievements

Regarding to primary production, the algorithms for retrieving chlorophyll-a concentration, its absorption coefficient, euphotic zone depth, light diffuse attenuation coefficient etc. were developed for turbid water regions and validated with in-situ measured values. We developed the method distinguishing aquatic macrophytes (floating and emergent) and surface cyanobacterial blooms and applied it to Japanese and Indonesian lakes to analyze the yearly changes in the coverages of aquatic macrophytes. In addition, the method to detect submerged macrophytes was proposed and applied successfully to a Japanese lake. Last, the algorithms for monitoring levels of cyanobacterial blooms using the visual cyanobacteria index and floating algae index and the effective use was validated in Japanese and Indonesian lakes.

Report

(5 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Annual Research Report
  • 2012 Annual Research Report
  • 2011 Annual Research Report
  • Research Products

    (30 results)

All 2015 2014 2013 2012 2011 Other

All Journal Article (17 results) (of which Peer Reviewed: 16 results,  Acknowledgement Compliant: 6 results) Presentation (11 results) Remarks (2 results)

  • [Journal Article] Distinguishing surface cyanobacterial blooms and aquatic macrophytes using Landsat/TM and ETM+ shortwave infrared bands.2015

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

      Remote Sensing of Environment

      Volume: 157 Pages: 35-47

    • Related Report
      2014 Annual Research 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 Annual Research 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 Annual Research 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 Annual Research Report
    • Peer Reviewed / 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 and T. Fukushima
    • Journal Title

      IEEE J. Selected Topics in Applied Earth Observations and Remote Sensing

      Volume: 印刷中

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / 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、ラルー ムハメド シャエラニ、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: 印刷中

    • NAID

      130005124788

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

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

      Remote Sensing

      Volume: 6 Pages: 3492-3510

    • NAID

      120007136688

    • Related Report
      2013 Annual Research 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 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A simple method for distinguishing global Case-1 and Case-2 waters using SeaWiFS measurements.2012

    • Author(s)
      B. Matsushita
    • Journal Title

      ISPRS J. Photogrammetry and Remote Sensing

      Volume: 64 Issue: 1 Pages: 74-87

    • DOI

      10.1016/j.isprsjprs.2008.04.005

    • NAID

      120007130603

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Retrieval of Inherent Optical Properties for Turbid Inland Waters From Remote-Sensing Reflectance2012

    • Author(s)
      Wei Yang, Bunkei Matsushita, Jin Chen, Kazuya Yoshimura, Takehiko Fukushima
    • Journal Title

      IEEE. Transactions on Geoscience and Remote Sensing

      Volume: 50-12 Issue: 6 Pages: 1-13

    • DOI

      10.1109/tgrs.2012.2220147

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Parameterization of chlorophyll a-specific absorption coefficients and effects of their variations in a highly eutrophic lake: A case study at Lake Kasumigaura, Japan.2012

    • Author(s)
      K. Yoshimura
    • Journal Title

      Hydrobiologia

      Volume: 691 Issue: 1 Pages: 157-169

    • DOI

      10.1007/s10750-012-1066-4

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Vertical distribution of PAHs in the sediments of four lakes in Japan.2012

    • Author(s)
      T. Fukushima, S. Watanabe, K. Kamiya and N. Ozaki
    • Journal Title

      J. Soil Sediments

      Volume: 12 Issue: 10 Pages: 1530-1540

    • DOI

      10.1007/s11368-012-0598-6

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Atmospheric correction of ENVISAT/MERIS data over Case II waters : the use of black pixel assumption in oxygen and water vapor absorption bands2012

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

      Int.J.Remote Sensing

      Volume: 33 Issue: 12 Pages: 3713-3732

    • DOI

      10.1080/01431161.2011.632656

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 東アジア湖沼水質モニタリング2012

    • Author(s)
      福島武彦、松下文経
    • Journal Title

      水環境学会誌

      Volume: 35 Pages: 43-47

    • NAID

      10030344324

    • Related Report
      2011 Annual Research Report
  • [Journal Article] Estimating constituent concentrations in case II waters from MERIS satellite data by semi-analytical model optimizing and look-up tables2011

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

      Remote Sensing of Environment

      Volume: 115 Issue: 5 Pages: 1247-1259

    • DOI

      10.1016/j.rse.2011.01.007

    • NAID

      120007130911

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A relaxed matrix inversion method for retrieving water constituent concentrations in Case II waters : the case of Lake Kasumigaura, Japan2011

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

      IEEE Transactions of Geoscience and Remote Sensing

      Volume: 49 Issue: 9 Pages: 3381-3392

    • DOI

      10.1109/tgrs.2011.2126048

    • NAID

      120007137472

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [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、神谷航一、福島武彦
    • Organizer
      日本陸水学会第79回大会
    • Place of Presentation
      つくば、筑波大学
    • Year and Date
      2014-09-11 – 2014-09-13
    • Related Report
      2014 Annual Research 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、福島武彦、松下文経、尾山洋一
    • Organizer
      日本陸水学会第79回大会
    • Place of Presentation
      つくば、筑波大学
    • Year and Date
      2014-09-11 – 2014-09-13
    • Related Report
      2014 Annual Research Report
  • [Presentation] Monitoring of water quality and ecosystem information in lakes using satellite images2014

    • Author(s)
      T. Fukushima, B. Matsushita, Y. Oyama, W. Yang, F. Yang and L. M. Jaelani
    • Organizer
      The 15th World Lake Conference
    • Place of Presentation
      Perujia, Italy
    • Year and Date
      2014-09-04
    • Related Report
      2014 Annual Research Report
  • [Presentation] An enhanced quasianalytical algorithm for retrieving inherent optical properties of turbid inland waters.2012

    • Author(s)
      W. Yang
    • Organizer
      ASLO Aquatic Sciences Meeting
    • Place of Presentation
      大津、琵琶湖ホール
    • Related Report
      2012 Annual Research Report
  • [Presentation] Parameterization of chlorophyll a-specific absorption coefficient and effects of their variations in a highly eutrophic lake: a case of Lake Kasumigaura2012

    • Author(s)
      K. Yoshimura
    • Organizer
      ASLO Aquatic Sciences Meeting
    • Place of Presentation
      大津、琵琶湖ホール
    • Related Report
      2012 Annual Research Report
  • [Presentation] Use of vegetation indices to detect aquatic macrophytes from multispectral satellite data.2012

    • Author(s)
      Y. Oyam
    • Organizer
      ASLO Aquatic Sciences Meeting
    • Place of Presentation
      大津、琵琶湖ホール
    • Related Report
      2012 Annual Research Report
  • [Presentation] Performance evaluation of the semi-analytical ocean color model GSM01 in Case 1 and Case 2 waters2011

    • Author(s)
      W.Yang, B.Matsushita, J.Chen, T.Fukushima
    • Organizer
      AGU fall meeting 2011
    • Place of Presentation
      San Francisco, USA
    • Related Report
      2011 Annual Research Report
  • [Presentation] Monitoring the distribution of floating macrophytes in Lake Limboto using Landsat images.

    • Author(s)
      Y. Oyama, B. Matsushita, Luki Subehi and T. Fukushima
    • Organizer
      The 34th Asian Conference on Remote Sensing
    • Place of Presentation
      Bali, Indonesia
    • Related Report
      2013 Annual Research Report
  • [Presentation] Validation of a NIR-red-based algorithm for estimating chlorophyll-a concentration in several Asian Lakes.

    • Author(s)
      B. Matsushita, W. Yang, Y. Oyama, T. Fukushima, Luki Subehi and F. Setiawan
    • Organizer
      The 34th Asian Conference on Remote Sensing
    • Place of Presentation
      Bali, Indonesia
    • Related Report
      2013 Annual Research Report
  • [Presentation] The 34th Asian Conference on Remote Sensing

    • Author(s)
      L. M. Jaelani, B. Matsushita, W. Yang and T. Fukushima
    • Organizer
      The 34th Asian Conference on Remote Sensing
    • Place of Presentation
      Bali, Indonesia
    • Related Report
      2013 Annual Research Report
  • [Presentation] Remote Estimation of Water Quality Parameters for Turbid Inland Waters using MERIS Data

    • Author(s)
      W. Yang
    • Organizer
      第53回日本リモートセンシング学会
    • Place of Presentation
      東広島、広島大学
    • Related Report
      2012 Annual Research Report
  • [Remarks] 筑波大学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
      2012 Annual Research Report
  • [Remarks]

    • URL

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

    • Related Report
      2011 Annual Research Report

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Published: 2011-04-06   Modified: 2019-07-29  

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