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Study on Monitoring System of Chlorophyll-a Concentration and Water Temperature in Lake using NOAA/AVHRR Observed Data

Research Project

Project/Area Number 12555146
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section展開研究
Research Field 水工水理学
Research InstitutionKitami Institute of Technology

Principal Investigator

SADO Kimiteru  Kitami Institute of Technology, Dept. of Civil Eng., Professor, 工学部, 教授 (90003201)

Co-Investigator(Kenkyū-buntansha) NAKAO Takashi  Kitami Institute of Technology, Dept. of Civil Eng., Research Assistant, 工学部, 助手 (60101523)
MEGURO Haruhiko  Hokkai-suiko Consultant Ltd., Abashiri Branch, Research Worker, 網走支店, (研究開発担当)
Project Period (FY) 2000 – 2001
Project Status Completed (Fiscal Year 2001)
Budget Amount *help
¥6,300,000 (Direct Cost: ¥6,300,000)
Fiscal Year 2001: ¥3,200,000 (Direct Cost: ¥3,200,000)
Fiscal Year 2000: ¥3,100,000 (Direct Cost: ¥3,100,000)
KeywordsNOAA / AVHRR data / Global solar radiation / Algal blooming / Chlorophyll-a concentration / Eutrophication / Water temperature / MCSST / Spectral reflectance / OrbView2 / SeaWiFSデータ
Research Abstract

The Abashiri Lake consists of two strong stable layers of upper Oligohaline water and lower Polyhaline water, which is entirely a brackish lake. The boundary depth of two layers has gradually decreased with time. At the same time, this has led to an increase in salinity and eutrophication in upper layer and to an acceleration of deoxygenating of lower layer, attributed to the occurrence of algal bloom and the upwelling of bluish water. It is pointed out that the algal bloom occurs in the Abashiri Lake on condition that the water temperature is larger than 18 ℃ and the chlorophyll-a concentration is larger than 30 μg/l.
At first, the vertical and seasonal variations of one dimensional water tempera in the Abashiri Lake were calculated using a surface boundary condition described by observed values, a bottom boundary condition with no-heat conduction and a vertical initial condition described by estimated values for January 1^<st>. The surface temperature can be estimated using the software, MCSST (Multi Channel Sea Surface Temperature) for NOAA/AVHRR data received on the condition of no-cloud.
In the next, the spectral reflectance of Abashiri Lake surface was formulated by using NOAA/AVHRR data received in Kitami Institute of Technology, horizontal global and scattered solar radiation at the shore. In order to correlate the spectral radiance of NOAA/AVHRR Ch.1 with the spectral radiance emitted from water surface, transmittance and path radiance were calculated approximately by using the horizontal global and the scattered solar radiation. Then, the chlorophyll-a concentration in the center of the Abashiri Lake was estimated by the regression line of the chlorophyll-a concentration on the difference of spectral reflectance between fluorescence and absorption zone of phytoplankton.

Report

(3 results)
  • 2001 Annual Research Report   Final Research Report Summary
  • 2000 Annual Research Report

Research Products

(21 results)

All Other

All Publications

  • [Publications] 吉川 泰弘: "ベンチュリ管式吸込管による湖沼塩淡境界層水深の低下に関する基礎的研究"土木学会北海道支部論文報告集. 第57号. 442-443 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 吉川 泰弘: "NOAAおよび全天日射量データを用いた網走湖のクロロフイルa濃度推定"日本写真測量学会北海道支部第19回学術講演会. 第19回. 6-7 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 佐渡 公明: "河川水温の非線形解析"水工学論文集. Vol.45. 991-995 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 佐渡 公明: "塩淡2層構造をもつ網走湖の水温1次元解析"土木学会北海道支部論文報告集. 第58号. 508-511 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 吉川 泰弘: "ベンチュリ管式吸込管による汽水湖塩水層の吸込みに関する基礎的研究"土木学会北海道支部論文報告集. 第58号. 504-507 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 佐渡 公明: "網走湖におけるNOAA,日射量データを用いた分光反射率とクロロフイルa濃度推定"水工学論文集. Vol.46. 1073-1078 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Islam, M. M., Sado, K.: "Development of flood hazard maps of Bangladesh using NOAA-AVHRR images with GIS"IAHS Hydrological Sciences Journal. Vol. 45 No. 3. 337-355 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Sugiyama, I., Sado, K., Nakao, T.: "Non-linear and linear solutions of one-dimensional analyses on river water temperature"Proc. Hokkaido Chapter of JSCE. 438-441 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Yoshikawa, Y, Sado, K., Nakao, T.: "Fundamental study on decrease of interface between fresh water and salty water layers of lake using absorption pipe with venturi tube"Proc. Hokkaido Chapter of JSCE. No. 57. 442-443 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Yoshikawa, Y., Sado, K.: "Estimation of chlorophyll-a concentration of Lake Abashiri using NOAA/AVHRR and solar radiation data"Proc. Hokkaido Chanter of Japan Society of Photogrammetry. No. 19.. 6-7 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Sado, K, Sugiyama, I, and Nakao, T.: "Non-linear analysis of river water temperature"Annual Journal of Hydraulic Engineering, JSCE. Vol. 45. 991-995 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Yoshikawa, Y, Sado, K., and Nakao, T.: "Fundamental study on absorption of salty water stratum in brackish water lake using absorption pipe with venturi tube"Proc. Hokkaido Chapter of JSCE. No. 58. 504-507 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Sado, K, Hikichi, N., and Nakao, T.: "Vertical water temperature analyst of Lake Abashiri with two strata of upper fresh and lower salty waters"Proc. Hokkaido Chapter of JSCE. No. 58. 508-511 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Sado, K, Yoshikawa, Y. and Nakao, T.: "Estimation of spectral reflectance and chlorophyll-a concentration of Lake Abashiri using NOAA/AVHRR and solar radiation data"Annual Journal of Hydraulic Engineering, JSCE. Vol .46. 1073-1078 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 佐渡 公明: "塩淡2層構造をもつ網走湖の水温1次元解析"土木学会北海道支部論文報告集. 第58号. 508-511 (2002)

    • Related Report
      2001 Annual Research Report
  • [Publications] 吉川 泰弘: "ベンチュリ管式吸込管による汽水湖塩水層の吸込みに関する基礎的研究"土木学会北海道支部論文報告集. 第58号. 504-507 (2002)

    • Related Report
      2001 Annual Research Report
  • [Publications] 佐渡 公明: "網走湖におけるNOAA,日射量データを用いた分光反射率とクロロフイルa濃度推定"水工学論文集. Vol.46. 1073-1078 (2002)

    • Related Report
      2001 Annual Research Report
  • [Publications] 杉山一郎: "河川水温1次元解析の非線形解と線形解"土木学会北海道支部論文報告集. 第57号. 438-441 (2001)

    • Related Report
      2000 Annual Research Report
  • [Publications] 吉川泰弘: "ベンチュリー管式吸込管による湖沼塩淡境界層水深の低下に関する基礎的研究"土木学会北海道支部論文報告集. 第57号. 442-443 (2001)

    • Related Report
      2000 Annual Research Report
  • [Publications] 吉川泰弘: "NOAAおよび全天日射量データを用いた網走湖のクロロフイルa濃度推定"日本写真測量学会北海道支部第19回学術講演会. 第19回. 6-7 (2001)

    • Related Report
      2000 Annual Research Report
  • [Publications] 佐渡公明: "河川水温の非線形解析"水工学論文集. 第45巻. 991-995 (2001)

    • Related Report
      2000 Annual Research Report

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Published: 2000-03-31   Modified: 2016-04-21  

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