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Development for data assimilation of satellite-derived sea surface salinity maps in coastal seas into an ocean model by using ocean color satellite images.

Research Project

Project/Area Number 16K13882
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Meteorology/Physical oceanography/Hydrology
Research InstitutionNational Institute for Environmental Studies (2018)
Kobe University (2016-2017)

Principal Investigator

NAKADA Satoshi  国立研究開発法人国立環境研究所, 地域環境研究センター, 特別研究員 (70540871)

Co-Investigator(Kenkyū-buntansha) 小林 志保  京都大学, フィールド科学教育研究センター, 助教 (60432340)
Project Period (FY) 2016-04-01 – 2019-03-31
Project Status Completed (Fiscal Year 2018)
Budget Amount *help
¥3,510,000 (Direct Cost: ¥2,700,000、Indirect Cost: ¥810,000)
Fiscal Year 2018: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2017: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2016: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Keywords有色溶存有機物 / 河川プリューム / 静止海色衛星 / 海面塩分 / 大阪湾 / 瀬戸内海 / データ同化 / グリーン関数 / 海表面塩分 / 陸海統合モデル
Outline of Final Research Achievements

Traditional satellite sensors to measure sea-surface salinity (SSS) have coarse resolutions and large errors to capture riverine plumes in coastal oceans. To accurately observe SSS patterns in coastal oceans, high temporal and spatial resolutions are required. We produce hourly, high-resolution (approx. 500 m) SSS maps in Seto Inland Sea based on the close relationship between SSS and chromophoric dissolved organic matter (CDOM) data collected by the Geostationary Ocean Color Imager (GOCI). However, the derived SSS maps frequently have data losses due to cloud cover and no data in nighttime, leading to difficult analysis of river plumes in coastal oceans. The data assimilation method was developed to interpolate SSS maps based on Green function method, in Osaka Bay selected as a pilot region.

Academic Significance and Societal Importance of the Research Achievements

本研究は、静止海色衛星データから沿岸域における海面塩分を高分解能で知ることができる世界初の試みである。毎時の海面塩分マップが得られれば河川プリュームを時々刻々追うことができ、海洋生態系や漁場環境への影響を推測できる。海面水温データが充実したことで海洋学や気象学が発展したように、海面塩分データを充実させ、次世代の気象学・水文学・海洋学へと貢献できると期待している。例えば、水文研究者は河川流量の検証のために、海面塩分データを利活用できるだろう。

Report

(4 results)
  • 2018 Annual Research Report   Final Research Report ( PDF )
  • 2017 Research-status Report
  • 2016 Research-status Report
  • Research Products

    (23 results)

All 2019 2018 2017 2016

All Journal Article (8 results) (of which Peer Reviewed: 6 results,  Open Access: 5 results) Presentation (15 results) (of which Int'l Joint Research: 5 results,  Invited: 3 results)

  • [Journal Article] Transportation of Sediment and Heavy Metals Resuspended by a Giant Tsunami Based on Coupled Three-Dimensional Tsunami, Ocean, and Particle-Tracking Simulations2018

    • Author(s)
      S. Nakada, M.Hayashi, S. Koshimura
    • Journal Title

      Journal of Water and Environment Technology

      Volume: 16 Issue: 4 Pages: 161-174

    • DOI

      10.2965/jwet.17-028

    • NAID

      130007432478

    • ISSN
      1348-2165
    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 高解像度人工衛星リモートセンシングによる大阪湾の赤潮動態解析2018

    • Author(s)
      小林志保, 中田聡史
    • Journal Title

      環境技術

      Volume: 47(6) Pages: 1-5

    • Related Report
      2018 Annual Research Report
  • [Journal Article] 衛星リモートセンシングを用いた大阪湾における赤潮動態解析2018

    • Author(s)
      小林志保,中田聡史,山本圭吾,秋山諭,渕真輝,林美鶴,石坂丞二
    • Journal Title

      瀬戸内海

      Volume: 76 Pages: 54-56

    • NAID

      40022490511

    • Related Report
      2018 Annual Research Report
  • [Journal Article] High-resolution sea surface salinity maps in coastal seas based on geostationary ocean color images: quantitative analysis of river plume dynamics.2018

    • Author(s)
      S. Nakada, S. Kobayashi, M. Hayashi, J. Ishizaka, S. Akiyama, M. Fuchi, M. Nakajima
    • Journal Title

      Journal of Oceanography.

      Volume: 未定 Issue: 3 Pages: 1-18

    • DOI

      10.1007/s10872-017-0459-4

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Transportation of Sediment and Heavy Metals Resuspended by a Giant Tsunami Based on Coupled Three-Dimensional Tsunami, Ocean, and Particle-Tracking Simulations2018

    • Author(s)
      S. Nakada, M. Hayashi, S. Koshimura
    • Journal Title

      Proceedings for Water and Environment Technology Conference

      Volume: 未定 Pages: 1-8

    • NAID

      130007432478

    • Related Report
      2017 Research-status Report
    • Peer Reviewed
  • [Journal Article] Visualization of the Distribution of Dissolved Organic Matter in Osaka Bay Using a Satellite Ocean Color Sensor (COMS/GOCI)2017

    • Author(s)
      Kobayashi, S., S.Nakada, M.Nakajima, K.Yamamoto, S.Akiyama, M.Fuchi, M.Hayashi, J.Ishizaka
    • Journal Title

      Journal of Water and Environment Technology

      Volume: 15 Issue: 2 Pages: 55-64

    • DOI

      10.2965/jwet.16-055

    • NAID

      130005589262

    • ISSN
      1348-2165
    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Salinization by a tsunami in a semi-enclosed bay: tsunami-ocean three-dimensional simulation based on a great earthquake scenario along the Nankai Trough2016

    • Author(s)
      Nakada, S., M. Hayashi, S. Koshimura, Y. Taniguchi and E. Kobayashi
    • Journal Title

      Journal of Advanced Simulation in Science and Engineering

      Volume: 3 Issue: 2 Pages: 206-214

    • DOI

      10.15748/jasse.3.206

    • NAID

      130005562274

    • ISSN
      2188-5303
    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Parameter optimization of a 3D coastal model using Green's functions for modelling river plume dynamics2016

    • Author(s)
      Kobayashi, S., S.Nakada, S.Takagi, N.Hirose
    • Journal Title

      Journal of Advanced Simulation in Science and Engineering

      Volume: 3 Issue: 2 Pages: 153-164

    • DOI

      10.15748/jasse.3.153

    • NAID

      130005562271

    • ISSN
      2188-5303
    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access
  • [Presentation] 成30年豪雨による海洋における被災状況について2019

    • Author(s)
      中田聡史
    • Organizer
      第12回海事防災研究会
    • Related Report
      2018 Annual Research Report
    • Invited
  • [Presentation] High-resolution observation of river plume in Seto Inland Sea using geostationary ocean color images.2018

    • Author(s)
      S. Nakada
    • Organizer
      The 15th Korea-Japan (Japan-Korea) Joint Seminar in the Ocean and the Atmosphere, Jeju, Korea
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 沿岸水環境における静止海色衛星観測データを用いた海面塩分推定手法の開発2018

    • Author(s)
      中田聡史
    • Organizer
      2018年度クリタ水・環境科学研究優秀賞講演会
    • Related Report
      2018 Annual Research Report
    • Invited
  • [Presentation] 気象数値予報データGPV-MSMを利活用した陸海域シミュレーションによるマリンハザード研究2018

    • Author(s)
      中田聡史
    • Organizer
      第367回生存圏シンポジウム
    • Related Report
      2017 Research-status Report
  • [Presentation] 海象気象データのGIS可視化-瀬戸内海のケース-2018

    • Author(s)
      見崎豪之,中田聡史,林美鶴
    • Organizer
      第3回海洋環境研究集会
    • Related Report
      2017 Research-status Report
  • [Presentation] High-resolution observation of river plume by using geostationary ocean color satellite.2017

    • Author(s)
      S. Nakada, S. Kobayashi, M. Hayashi, J. Ishizaka, S. Akiyama, M. Fuchi, M. Nakajima
    • Organizer
      Japan Geoscience Union Meeting
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Land-sea pathways between snowmelt and fishery production2017

    • Author(s)
      S. Nakada
    • Organizer
      Japan Geoscience Union Meeting
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] al resuspended by a giant tsunami based on three dimensional, tsunami, ocean, and particle tracking coupled simulations.2017

    • Author(s)
      S. Nakada, M. Hayashi, S. KoshimuraTransportation of sediment and heavy met
    • Organizer
      Japan Geoscience Union Meeting
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] 静止海色衛星を利用した瀬戸内海における高解像度の塩分・溶存有機物マップの開発2017

    • Author(s)
      中田聡史
    • Organizer
      第47回南海瀬戸内連絡協議会
    • Related Report
      2017 Research-status Report
  • [Presentation] 2016年台風襲来時におけるウニ養殖場内の塩分低下再現と予測可能性について2017

    • Author(s)
      中田聡史
    • Organizer
      養殖漁場低塩化対策講演会
    • Related Report
      2017 Research-status Report
  • [Presentation] 瀬戸内海における有色溶存有機物と海表面塩分(SSS)の関係:高解像度SSSマップの開発に向かって2016

    • Author(s)
      中田聡史,小林志保,石坂丞二,林正能 ,渕真輝,中嶋昌紀,秋山諭,山本圭吾,渕真輝,中村一平,浅岡聡,吉江直樹,中川美和,原田慈雄,御所豊穂
    • Organizer
      第二回海洋環境研究集会
    • Place of Presentation
      神戸大学、神戸市
    • Year and Date
      2016-12-21
    • Related Report
      2016 Research-status Report
  • [Presentation] 静止海色衛星による表面塩分の高頻度・高解像度観測―主に大阪湾において―2016

    • Author(s)
      中田聡史,小林志保,石坂丞二,林正能,渕真輝,中嶋昌紀,秋山諭
    • Organizer
      第46回南海瀬戸内連絡協議会
    • Place of Presentation
      海上自衛隊呉地方総監部,呉市
    • Year and Date
      2016-11-10
    • Related Report
      2016 Research-status Report
  • [Presentation] 有色溶存有機物(CDOM)の観測:陸海連関の理解への鍵2016

    • Author(s)
      中田聡史,小林志保,石坂丞二,林正能,渕真輝,中嶋昌紀,秋山諭
    • Organizer
      低温研共同利用集会:「陸域と沿岸を繋ぐ問題点抽出のためのワークショップ」
    • Place of Presentation
      北海道大学,札幌市
    • Year and Date
      2016-11-10
    • Related Report
      2016 Research-status Report
    • Invited
  • [Presentation] 静止海色衛星による海表面塩分の高時空間分解能観測2016

    • Author(s)
      中田聡史,小林志保,石坂丞二,林正能,渕真輝,中嶋昌紀
    • Organizer
      日本海洋学会2016年度秋季大会
    • Place of Presentation
      鹿児島大学,鹿児島市
    • Year and Date
      2016-09-13
    • Related Report
      2016 Research-status Report
  • [Presentation] Analysis of the river plume dynamics in Osaka Bay: a new estimation of sea surface salinity using ocean color satellite images2016

    • Author(s)
      Nakada, S., Kobayashi, S., Ishizaka, J. Hayashi., M, Fuchi, M., Nakajima, M
    • Organizer
      Japan Geoscience Union Meeting 2015
    • Place of Presentation
      Makuhari, Japan
    • Year and Date
      2016-05-26
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research

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Published: 2016-04-21   Modified: 2020-03-30  

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