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Integrating Remotely Sensed Data and Bio-optical Model to Monitor Water Quality in High Turbid Case-2Waters

Research Project

Project/Area Number 20510003
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Environmental dynamic analysis
Research InstitutionUniversity of Tsukuba

Principal Investigator

MATSUSHITA Bunkei  University of Tsukuba, 大学院・生命環境科学研究科, 准教授 (80361319)

Co-Investigator(Kenkyū-buntansha) FUKUSHIMA Takehiko  筑波大学, 大学院・生命環境科学研究科, 教授 (90124354)
Project Period (FY) 2008 – 2010
Project Status Completed (Fiscal Year 2010)
Budget Amount *help
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2010: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2009: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2008: ¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
Keywordsリモートセンシング / 生物光学モデル / 高濁度水域 / クロロフィルa濃度 / 無機懸濁物濃度 / 溶存有機物濃度 / SAMO-LUT法 / RMIM法 / トリプトン濃度 / CDOM / 半経験・半理論モデル / SDA法 / 異なる時期 / 藻類の種の違い / 優占種 / chlorophyoll-a濃度 / laboratory-SRS / satellite-SRS / シミュレーション / 2時期の衛星画像 / 同一の推定モデル
Research Abstract

Lakes play important roles as freshwater resources for drinking, agriculture, industry, fishing, recreation, and tourism. However, accelerated eutrophication is a widespread and significant problem for lakes around the world. In this study, we proposed one new index and two new methods for long-term monitoring of water quality in turbid lakes. We tested these index and methods in two turbid Asian lakes and obtained acceptable accuracies both for in situ datasets and satellite images.

Report

(4 results)
  • 2010 Annual Research Report   Final Research Report ( PDF )
  • 2009 Annual Research Report
  • 2008 Annual Research Report
  • Research Products

    (33 results)

All 2011 2010 2009 Other

All Journal Article (20 results) (of which Peer Reviewed: 19 results) Presentation (10 results) Book (3 results)

  • [Journal Article] Estimating constituent concentrations in case II waters from MERIS satellite data by semi-analytical model optimizing and look-up tables.2011

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

      Remote Sensing of Environment 115

      Pages: 1247-1259

    • NAID

      120007130911

    • Related Report
      2010 Final 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 on Geoscience and Remote Sensing of Environment

      Volume: 印刷中(出版中)

    • NAID

      120007137472

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Estilnating constituent concetntrations 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 Pages: 1247-1259

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] An enhanced three-band index for estimating chlorophyll-a in turbid case-II waters : Case studies of Lake Kasumigaura, Japan, and Lake Dianchi, China.2010

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

      IEEE Geoscience and Remote Sensing Letters 7

      Pages: 655-659

    • NAID

      120007137875

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Testing spectral decomposition algorithm (SDA) for different phytoplankton species by a simulation based on the tank experiments.2010

    • Author(s)
      Y.Oyama, B.Matsushita, T.Fukushima, J.Chen, T.Nagai, A.Imai
    • Journal Title

      International Journal of Remote Sensing 31

      Pages: 1605-1623

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] An enhanced three band index for estimating chlorophyll-a in turbid case-II waters : Case studies of Lake Kasumigaura, Japan, and Lake Dianchi, China2010

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

      IEEE Geoscience and Remote Sensing Letters

      Volume: 7 Pages: 655-659

    • NAID

      120007137875

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Testing spectral decomposition algorithm(SDA)for different phytoplankt on species by a simulation based on the tank experiments2010

    • Author(s)
      Y.Oyama, B.Matsushita, T.Fukushima, J.Chen, T.Nagai, A.Imai
    • Journal Title

      International Journal of Remote Sensing 31

      Pages: 1605-1623

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Possibility of improving three-band model for different phytoplankton species in case II water : evidences from three experiments.2009

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

      Journal of The Remote Sensing Society of Japan 296

      Pages: 653-664

    • NAID

      10026242706

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Methods for retrieving hydrologically significant surface parameters from remote sensing : a review for applications to East Asia region.2009

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

      Hydrological Processes 23

      Pages: 524-533

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Algorithm for estimating chlorophyll-a concentration in case II waters based on bio-optical model.2009

    • Author(s)
      W.Yang, Jin Chen, B.Matsushita
    • Journal Title

      Spectroscopy and Spectral Analysis 29(1)

      Pages: 38-42

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Application of spectral decomposition algorithm for mapping water quality in a turbid lake (Lake Kasumigaura, Japan) from Landsat TM data.2009

    • Author(s)
      Y.Oyama, B.Matsushita, T.Fukushima, K.Matsushige, A.Imai
    • Journal Title

      ISPRS Journal of Photogrammetry and Remote Sensing 64

      Pages: 73-85

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Deriving inherent optical properties through training samples with known concentration of water constituents and reflectance spectra.2009

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

      Journal of Lake Sciences 21(2)

      Pages: 143-148

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Possibility of improving three-band model for different phytoplankton species in case II water : evidences from three experiments2009

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

      Journal of The Remote Sensing Society of Japan 29

      Pages: 653-664

    • NAID

      10026242706

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Algorithm for estimating chlorophyll-a concentration in case II waters based on bio-optical model2009

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

      Spectroscopy and Spectral Analysis 29

      Pages: 38-42

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article]2009

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

      遺伝(衛星画像による湖沼評価)(オーム社)

    • Related Report
      2009 Annual Research Report
  • [Journal Article] Methods for retrieving hydrologically significant surface parameters from remote sensing: a review for applications to East Asia region2009

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

      Hdroloical Processes 23

      Pages: 524-533

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Application of spectral decomposition algorithm for mapping water quality in a turbid lake (Lake Kasumigaura, Japan) from Landsat TM data2009

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

      ISPRS Journal of Photogrammetry and Remote Sensin 64

      Pages: 73-85

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Deriving inherent optical properties through training samples with known concentration of water constituents and refiectance sectra2009

    • Author(s)
      W. Yang, B. Matsuita, & J. Chen
    • Journal Title

      Journal of Lake Sciences 21

      Pages: 143-148

    • Related Report
      2008 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 bands.

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

      International Journal of Remote Sensing(accepted.)

    • Related Report
      2010 Final 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, Japan.

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

      IEEE Transactions on Geoscience and Remote Sensing of Environment(accepted.)

    • NAID

      120007137472

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Presentation] CaseII水域におけるQuantitative Filter Technique (QFT)を用いた懸濁物の吸光度測定2010

    • Author(s)
      吉村和也、松下文経、福島武彦
    • Organizer
      第75回日本陸水学会
    • Place of Presentation
      弘前大学
    • Year and Date
      2010-09-18
    • Related Report
      2010 Final Research Report
  • [Presentation] Influence of optically active substances on the light field in inland waters in terms of Secchi depths2010

    • Author(s)
      M.Terrel, T.Fukushima, B.Matsushita
    • Organizer
      第75回日本陸水学会
    • Place of Presentation
      弘前大学
    • Year and Date
      2010-09-18
    • Related Report
      2010 Annual Research Report
  • [Presentation] Case II水域におけるQuantitative Filter Technique(QFT)を用いた懸濁物の吸光度測定2010

    • Author(s)
      吉村和也, 松下文経, 福島武彦
    • Organizer
      第75回日本陸水学会
    • Place of Presentation
      弘前大学
    • Year and Date
      2010-09-18
    • Related Report
      2010 Annual Research Report
  • [Presentation] Retrieval of water constituent concentrations in Case II waters by a relaxed matrix inversion method2010

    • Author(s)
      W.Yang, B.Matsushita, T.Fukushima, K.Yoshimura
    • Organizer
      Asian Workshop on Ocean Color (AWOC) and The 7th Korea-Japan Workshop on Ocean Color Remote Sensing (KJWOC)
    • Place of Presentation
      サン・リフレ函館
    • Related Report
      2010 Final Research Report
  • [Presentation] Remote estimation of water constituent concentrations in case II waters using a sample-based matrix inversion method2010

    • Author(s)
      W.Yang, B.Matsushita, T.Fukushima
    • Organizer
      the 48th spring conference of the remote sensing society of Japan
    • Place of Presentation
      産業技術総合研究所(中央)
    • Related Report
      2010 Final Research Report
  • [Presentation] Retrieval of water constituent concentrations in Case II waters by a relaxed matrix inversion method2010

    • Author(s)
      W.Yang, B.Matsushita, T.Fukushima, K.Yoshimura
    • Organizer
      Asian Workshop on Ocean Color(AWOC)and The 7th Korea-Japan Workshop on Ocean Color Remote Sensing(KJWOC)
    • Place of Presentation
      サン・リフレ函館
    • Related Report
      2010 Annual Research Report
  • [Presentation] Remote estimation of water constituent concentrations in case II waters using a sample based matrix inversion method2010

    • Author(s)
      W.Yang, B.Matsushita, T.Fukushima
    • Organizer
      the 48th spring conference of the remote sensing society of Japan
    • Place of Presentation
      産業技術総合研究所(中央)
    • Related Report
      2010 Annual Research Report
  • [Presentation] An improved three-band semi-analytical model based on MERIS channels for estimating chlorophyll-a in highly turbid waters2009

    • Author(s)
      W.Yang, B.Matsushita, J.Chen, T.Fukushima
    • Organizer
      AGU Fall Meeting
    • Place of Presentation
      San Francisco, USA
    • Year and Date
      2009-12-19
    • Related Report
      2010 Final Research Report 2009 Annual Research Report
  • [Presentation] Applicability of three-band model for estimating chlorophyll-a concentration in two Asian lakes (Lake Kasumigaura, Japam and Lake Dianchi, China)2009

    • Author(s)
      B.Matsushita, W.Yang, J.Chen, T.Fukushima
    • Organizer
      AGU Fall Meeting
    • Place of Presentation
      San Francisco, USA
    • Year and Date
      2009-12-18
    • Related Report
      2010 Final Research Report
  • [Presentation] Applicability of three-band model for estimating chlorophyll-a concentration in two Asian lakes(Lake Kasumigaura, Japam and Lake Dianchi, China)2009

    • Author(s)
      B.Matsushita, W.Yang, J.Chen, T.Fukushima
    • Organizer
      AGU Fall Meeting
    • Place of Presentation
      San Francisco, USA
    • Year and Date
      2009-12-18
    • Related Report
      2009 Annual Research Report
  • [Book] 地球学調査・解析の基礎2011

    • Author(s)
      上野健一・久田健一郎, 他
    • Total Pages
      208
    • Publisher
      古今書院
    • Related Report
      2010 Final Research Report
  • [Book] 地球学調査・解析の基礎2011

    • Author(s)
      上野健一・久田健一郎編
    • Total Pages
      208
    • Publisher
      古今書院
    • Related Report
      2010 Annual Research Report
  • [Book] 遺伝(衛星画像による湖沼評価)2009

    • Author(s)
      福島武彦・松下文経
    • Total Pages
      132
    • Publisher
      オーム社
    • Related Report
      2010 Final Research Report

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Published: 2008-04-01   Modified: 2016-04-21  

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