Development of red tide bloom early warning system in the coast using most recent cloud and aerosol sensor

• Project/Area Number: 22656109
• Research Category: Grant-in-Aid for Challenging Exploratory Research
• Allocation Type: Single-year Grants
• Research Field: Hydraulic engineering
• Research Institution: Hiroshima University
• Principal Investigator: SAKUNO Yuji 広島大学, 大学院・工学研究院, 助教 (20332801)
• Co-Investigator(Kenkyū-buntansha): KOIBUCHI Yukio 東京大学, 大学院・新領域創成科学研究科, 准教授 (60349800) ; KAWASAKI Koji 名古屋大学, 大学院・工学研究科, 准教授 (20304024)
• Project Period (FY): 2010 – 2011
• Project Status: Completed (Fiscal Year 2011)
• Budget Amount: ¥3,650,000 (Direct Cost: ¥3,200,000、Indirect Cost: ¥450,000); Fiscal Year 2011: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000); Fiscal Year 2010: ¥1,700,000 (Direct Cost: ¥1,700,000)
• Keywords: リモートセンシング / 海岸工学 / 沿岸環境 / 赤潮 / 海洋工学 / 環境定量評価・予測 / 地球観測 / 環境質定量化・予測 / 大気現象

Research Abstract

The objective of this research aimed at developing the red tide bloom early warning system in the Japanese coast using the domestic cloud and aerosol satellite sensor" GOSAT CAI" data launched on January, 2009. In research, the spectral reflectance/ chlorophyll a(An index of red tide) data sets of Tokyo Bay were collected for two years. And the Chl. a estimation method by CAI was examined.

Research Products

• [Journal Article] Pollution Loading to the Caribbean Sea from rivers in the capital city of The Dominican Republic (2011)
  • Author(s): Mino E. R. A., Sakuno, Y., Okuda, T., Mutsuda, H., Nakai, S., Nishijima, W., Castro, R., Rodriguez, M., and Reyes, F. M.
  • Journal Title: Proceedings of International Sessions in Conference on Coastal Engineering Pages: 41-45
  • Peer Reviewed
• [Journal Article] 衛星リモートセンシングを用いた内湾におけるクロロフィル・SS同時推定モデルの提案 (2011)
  • Author(s): 比嘉紘士, 鯉渕幸生, 小林拓, 作野裕司, 虎谷充浩
  • Journal Title: 土木学会論文集B2(海岸工学) Volume: 67 Pages: 1391-1395
  • NAID: 130004550446
  • Peer Reviewed
• [Journal Article] 衛星データによる東北関東大震災直後の仙台湾周辺における濁水分布推定 (2011)
  • Author(s): 作野裕司
  • Journal Title: 土木学会論文集B2(海岸工学) Volume: 67 Pages: 1071-1075
  • NAID: 130004550375
  • Peer Reviewed
• [Journal Article] Cyanobacteria bloom mapping using satellite data in brackish Lake Shinji and Lake Nakaumi (2011)
  • Author(s): Sakuno, Y. and Kunii, H
  • Journal Title: Proceedings of 2011 IEEE International Geosciences and Remote Sensing Symposium(AGARS 2011)
  • Peer Reviewed
• [Journal Article] Escherichia Coli and biophysicochemical relationships of seawater and water pollution index in the Jakarta Bay (2011)
  • Author(s): Suwandana, E., Kawamura, K., Tanaka, K., Sakuno, Y. and Raharjo, P.
  • Journal Title: American Journal of Environmental Sciences Volume: 27 Issue: 3 Pages: 91-102
  • DOI: 10.3844/ajessp.2011.183.194
  • Peer Reviewed
• [Journal Article] Evaluating spatio-seasonal patterns of river and groundwater quality in the city of Jakarta, Indonesia, using a pollution index (2011)
  • Author(s): Suwandana, E., Kawamura, K., Sakuno, Y. and Raharjo, P.
  • Journal Title: Journal of Japan Agricultural System Society Volume: 7 Pages: 183-194
  • NAID: 130005074389
  • Peer Reviewed
• [Journal Article] 青潮発生時における海色の定量評価の試み (2011)
  • Author(s): 作野裕司, 小林拓, 比嘉紘士, 鯉渕幸生, 虎谷充浩
  • Journal Title: 土木学会論文集B3(海洋開発) Volume: 67 Pages: 376-381
  • NAID: 130004558427
  • Peer Reviewed
• [Journal Article] 500m解像度MODISデータを利用した日本湖沼における富栄養化指標モニタリングの可能性 (2011)
  • Author(s): 作野裕司
  • Journal Title: 日本リモートセンシング学会誌 Volume: 31 Pages: 63-72
  • NAID: 10027810076
  • Peer Reviewed
• [Journal Article] Cyanobacteria bloom mapping using satellite data in brackish Lake Shinji and Lake Nakaumi (2011)
  • Author(s): Sakuno, Y., Kunii, H
  • Journal Title: Proceedings of 2011 IEEE Intemational Geoscience and Remote Sensing Symposium (IGARSS 2011), IEEE Volume: (CD-ROM)
  • Peer Reviewed
• [Journal Article] Pollution Loading to the Caribbean Sea from rivers in the capital city of The Dominican Republic (2011)
  • Author(s): Mino E.R.A., Sakuno, Y., Okuda, T., Mutsuda, H., Nakai, S., Nishijima, W., Castro, R., Rodriguez, M., Reyes, F.M.
  • Journal Title: Proceedings of International Sessions in Conference on Coastal-Engineering, JSCE Volume: 2 Pages: 41-45
  • Peer Reviewed
• [Journal Article] Near-real time monitoring of coastal lagoon turbidity distribution using MODIS data (2010)
  • Author(s): Shimomai, T., Endo, Y., Sakai, K., Sakuno, Y., and Kozu, T.
  • Journal Title: Proceedings of ISPRS Technical commission viii symposium
  • Peer Reviewed
• [Journal Article] Feasibility study for the estimation of chlorophyll-a using measured spectral reflectance in the eutrophic lake-Lake Kojima case study in FY2009 (2010)
  • Author(s): Sakuno Y., Nishi, N. Tachikawa, T.
  • Journal Title: Proceedings of ISPRS Technical commission viii symposium
  • Peer Reviewed
• [Journal Article] 沿岸都市部から発生した人為起源栄養塩の海面沈着量の推定 (2010)
  • Author(s): 陸田秀実, 野村毅, 土井康明, 作野裕司
  • Journal Title: 土木学会論文集B2(海岸工学) Volume: 66 Pages: 116-1170
  • NAID: 130004956472
  • Peer Reviewed
• [Journal Article] リモートセンシングによる浅水域のSS・クロロフィル同時推定 (2010)
  • Author(s): 作野裕司, 神野有生, 鯉渕幸生
  • Journal Title: 土木学会論文集B2(海岸工学) Volume: 66 Pages: 1026-10303
  • NAID: 130004956440
  • Peer Reviewed
• [Journal Article] MODIS・ASTERデータを用いた伊勢湾海域における海面水温の推定評 (2010)
  • Author(s): 川崎浩司, 作野裕司, 玉田沙織
  • Journal Title: 土木学会論文集B3(海洋開発) Volume: 26 Pages: 1275-1280
  • Peer Reviewed
• [Journal Article] LCI法を応用したASTERデータによる中海本庄水域のクロロフィルa分布推定 (2010)
  • Author(s): 作野裕司, 立川智基, 西信昭
  • Journal Title: 土木学会論文集B3(海洋開発) Volume: 26 Pages: 1287-1292
  • Peer Reviewed
• [Journal Article] MODIS・ASTERデータを用いた伊勢湾海域における海面水温の推定評価 (2010)
  • Author(s): 川崎浩司, 作野裕司, 玉田沙織
  • Journal Title: 海洋開発論文集 Volume: 26 Pages: 1275-1280
  • Peer Reviewed
• [Journal Article] Feasibility study for the estimation of chlorophyll-a using measured spectral reflectance in the eutrophic lake -Lake Kojima case study in FY2009 (2010)
  • Author(s): Sakuno Y., Nishi, N., Tachikawa, T.
  • Journal Title: Proceedings of ISPRS Technical commission VIII symposium Volume: (CD-ROM)
  • Peer Reviewed
• [Journal Article] Near-real time monitoring of coastal lagoon turbidity distribution using MODIS data (2010)
  • Author(s): Shimomai, T., Endo, Y., Sakai, K., Sakuno, Y., Kozu, T.
  • Journal Title: Proceedings of ISPRS Technical commission VIII symposium Volume: (CD-ROM)
  • Peer Reviewed
• [Presentation] 東京湾におけるリモートセンシング反射率・固有光学特性変動に関する現地観測 (2012)
  • Author(s): 比嘉紘士・鯉渕幸生・小林拓・作野裕司・虎谷充浩
  • Organizer: 第46回日本水環境学会年会
  • Place of Presentation: 文京区
  • Year and Date: 2012-03-15
• [Presentation] 東京湾におけるリモートセンシング反射率・固有光学特性変動に関する現地観側 (2012)
  • Author(s): 比嘉紘士・鯉渕幸生・小林拓・作野裕司・虎谷充浩
  • Organizer: 第46回日本水環境学会年会
  • Place of Presentation: 文京区
  • Year and Date: 2012-03-15
• [Presentation] 仮想大型台風による東京湾湾奥部の高潮氾濫に関する数値実験 (2012)
  • Author(s): 大橋峻・川崎浩司
  • Organizer: 土木学会中部支部平成23年度研究発表会
  • Place of Presentation: 長野市
  • Year and Date: 2012-03-08
• [Presentation] Development of estimatio nalgorithm of high concentrated chlorophyll-a and SS using remote sensing reflectance and inherent optical properties in highly eutrophic coastal area (2012)
  • Author(s): Higa, H., Koibuchi, Y., Kobayashi, H., Sakuno, Y., Toratani, M.
  • Organizer: 8^<th> Japan-Korea Workshop on Ocean Color Remote Sensing
  • Place of Presentation: Ansan(Korea)
  • Year and Date: 2012-01-11
• [Presentation] Validation of GOCI products and application to environmental monitoring of Japanese coastal waters (2012)
  • Author(s): Ishzaka, J., Sakuno, Y.
  • Organizer: 2^<nd> GOCI PI Workshop and GOCI-II Development workshop
  • Place of Presentation: Ansan (Korea)
  • Year and Date: 2012-01-11
• [Presentation] Feasibility study of chlorophyll estimation using GOSAT data (2012)
  • Author(s): Sakuno, Y., Kobayashi, H., Higa, H., Koibuchi, Y., and Toratani, M
  • Organizer: 8^<th> Japan-Korea Workshop on Ocean Color Remote Sensing
  • Place of Presentation: Ansan(Korea)
  • Year and Date: 2012-01-10
• [Presentation] Feasibility study of chlorophyll estimation using GOSAT data (2012)
  • Author(s): Sakuno, Y.Kobayashi, H., Higa, H., Koibuchi, Y., Toratani, M.
  • Organizer: 8^<th> Japan-Korea Workshop on Ocean Color Remote Sensing
  • Place of Presentation: Ansan (Korea)
  • Year and Date: 2012-01-10
• [Presentation] Development of estimation algorithm of high concentrated chlorophyll-a and SS using remote sensing reflectance and inherent optical properties in highly eutrophic coastal area (2012)
  • Author(s): Higa, H., Koibuchi, Y., Kobayashi, H.Sakuno, Y., Toratani, M.
  • Organizer: 8^<th> Japan-Korea Workshop on Ocean Color Remote Sensing
  • Place of Presentation: Ansan (Korea)
  • Year and Date: 2012-01-10
• [Presentation] GOSAT CAI紫外線バンドを利用したクロロフィル推定(2010年5月～2011年7月) (2011)
  • Author(s): 作野裕司・小林拓・比嘉紘士・鯉渕幸生・虎谷充浩
  • Organizer: 第51回日本リモートセンシング学会学術講演論文集
  • Place of Presentation: 弘前市
  • Year and Date: 2011-11-10
• [Presentation] 実測分光反射率データに基づくALOSによる兵庫県ため池のクロロフィル分布推定 (2011)
  • Author(s): 作野裕司・田尾真・西信昭・小熊宏之・赤坂宗光・高村典子
  • Organizer: 第51回日本リモートセンシング学会学術講演論文集
  • Place of Presentation: 弘前市
  • Year and Date: 2011-11-10
• [Presentation] 生物光学モデルを用いたGOCIバンドによる富栄養化水域のクロロフィル推定の可能性 (2011)
  • Author(s): 西信昭, 作野裕司, 神野有生, 鯉渕幸生
  • Organizer: 第51回日本リモートセンシング学会学術講演論文集
  • Place of Presentation: 弘前市
  • Year and Date: 2011-11-10
• [Presentation] Field survey and satellite validation of water quality parameters of rivers in the surroundings of Santo Domingo Metropolitan area (2011)
  • Author(s): Mino, E. R. A., Sakuno, Y., Nakai, S., Mutsuda, H., Okuda, T., Nishijima, W., Castro, R., Rodriguez, M., and Reyes, F. M.
  • Organizer: 9th International Conference on the Environmental Management of Enclosed Coastal Seas(EMECS 9)
  • Place of Presentation: Baltimore(USA)
  • Year and Date: 2011-08-31
• [Presentation] Field survey and satellite validation of water quality parameters of rivers in the surroundings of Santo Domingo Metropolitan area, Dominican Republic (2011)
  • Author(s): Mino, E.R.A., Sakuno, Y., Nakai, S., Mutsuda, H., Okuda, T., Nishijima, W., Castro, R., Rodriguez, M., Reyes, F.M.
  • Organizer: 9th Intemational Conference on the Environmental Management of Enclosed Coastal Seas (EMECS 9)
  • Place of Presentation: Baltimore (USA)
  • Year and Date: 2011-08-31
• [Presentation] Monitoring of Water Quality of Ozama, Isabela and Haina rivers (2011)
  • Author(s): Mino, E. R. A., Sakuno, Y., Nakai, S., Mutsuda, H., Okuda, T., Nishijima, W., Castro, R
  • Organizer: Dominican Republic, vii International Interdisciplinary Scientific Research Congress
  • Place of Presentation: Santo Domingo(Dominican Republic)
  • Year and Date: 2011-06-09
• [Presentation] Mapping water quality using satellite remote sensing technique in eutrophic Ozama-Isabela and Haina rivers of Dominican Republic (2011)
  • Author(s): Sakuno, Y., Mino, E. R. A., Nakai, S., Mutsuda, H., Okuda, T., Nishijima, W., Castro, R.
  • Organizer: viii nternational Interdisciplinary Scientific Research Congress
  • Place of Presentation: Santo Domingo(Dominican Republic)
  • Year and Date: 2011-06-09
• [Presentation] Mapping water quality using satellite remote sensing technique in eutrophic Ozama-Isabela and Haina rivers of Dominican Republic (2011)
  • Author(s): Sakuno, Y., Mino, E.R.A., Nakai, S., Mutsuda, H., Okuda, T., Nishijima, W., Castro, R.
  • Organizer: VII International Interdisciplinary Scientific Research Congress
  • Place of Presentation: Santo Domingo (Dominacan Republic)(招待講演)
  • Year and Date: 2011-06-09
• [Presentation] Monitoring of Water Quality of Ozama, Isabela and Haina rivers, Dominican Republic (2011)
  • Author(s): Mino, E.R.A., Sakuno, Y., Nakai, S., Mutsuda, H., Okuda, T., Nishijima, W., Castro, R.
  • Organizer: VII International Interdisciplinary Scientific Research Congress
  • Place of Presentation: Santo Domingo (Dominacan Republic)(招待講演)
  • Year and Date: 2011-06-09
• [Presentation] ALOS/ AVNIR-2による兵庫県ため池の植物プランクトンの多様性評価の試み (2011)
  • Author(s): 田尾真, 作野裕司, 西信昭, 赤坂宗光, 小熊宏之, 高村典子
  • Organizer: 日本リモートセンシング学会第50回学術講演会論文集
  • Place of Presentation: 世田谷区
  • Year and Date: 2011-05-26
• [Presentation] ALOS/AVNIR-2による兵庫県ため池の植物プランクトンの多様性評価の試み (2011)
  • Author(s): 田尾真, 作野裕司, 西信昭, 赤坂宗光, 小熊宏之, 高村典子
  • Organizer: 日本リモートセンシング学会第50回学術講演会論文集
  • Place of Presentation: 世田谷区
  • Year and Date: 2011-05-26
• [Presentation] Initial study for the estimation of PM2. 5 distribution in Hiroshima using GOSAT CAI data (2011)
  • Author(s): Sakuno, Y., Mutsuda, H., Miura T.
  • Organizer: 7^<th> International Workshop on Greenhouse Gas Measurements for Space(IWGGMS7)
  • Place of Presentation: Edinburgh(UK)
  • Year and Date: 2011-05-17
• [Presentation] Initial study for the estimation of PM2.5 distribution in Hiroshima using GOSAT CAI data (2011)
  • Author(s): Sakuno Y., Mutsuda, H., Miura T.
  • Organizer: 7^<th> International Workshop on Greenhouse Gas Measurements for Space (IWGGMS7)
  • Place of Presentation: Edinburgh (UK)
  • Year and Date: 2011-05-17
• [Presentation] ドミニカ共和国の都市河川における分光反射率と水質の関係(2011年3月) (2011)
  • Author(s): 作野裕司, E. R. Mino A., 中井智司, 陸田秀実, 奥田哲士, 西嶋渉, R. Castro., A. Garcia, R. Pena, M. Rodriguez, C. Depratt G.
  • Organizer: 日本リモートセンシング学会第50回学術講演会論文集
  • Place of Presentation: 世田谷区
  • Year and Date: 2011-05-02
• [Presentation] QuickBirdによる兵庫県ため池の植生被覆率推定と水質との関係 (2011)
  • Author(s): 西信昭, 作野裕司, 田尾真, 赤坂宗光, 小熊宏之, 高村典子
  • Organizer: 日本リモートセンシング学会第50回学術講演会論文集
  • Place of Presentation: 世田谷区
  • Year and Date: 2011-05-02
• [Presentation] Aqua MODISデータを用いた伊勢湾のクロロフィルa推定精度について (2011)
  • Author(s): 亀山泰良, 川崎浩司, 作野裕司
  • Organizer: 土木学会中部支部平成22年度研究発表会
  • Place of Presentation: 名古屋市
  • Year and Date: 2011-03-04
• [Presentation] Feasibility study of chlorophyll estimation based on LCI technique in the coast using ALOS AVNIR-2 data (2010)
  • Author(s): Y. Sakuno
  • Organizer: Asian Workshop on Ocean Color(AWOC)
  • Place of Presentation: 函館市
  • Year and Date: 2010-12-20
• [Presentation] Feasibility study of chlorophyll estimation based on LCI technique in the coast using ALOS AVNIR-2 data (2010)
  • Author(s): Y.Sakuno
  • Organizer: Asian Workshop on Ocean Color (AWOC)
  • Place of Presentation: 函館市
  • Year and Date: 2010-12-20
• [Presentation] 東京湾における有機・無機懸濁物質濃度の分光反射率特性 (2010)
  • Author(s): 比嘉紘人, 小林拓, 作野裕司, 虎谷充浩, 鯉渕幸生
  • Organizer: 日本リモートセンシング学会第49回学術講演会論文集
  • Place of Presentation: 鹿児島市
  • Year and Date: 2010-11-10
• [Presentation] LCI手法を応用したGOSAT CAIによるクロロフィルおよびTSS推定とその検証(2010年5月～9月) (2010)
  • Author(s): 作野裕司, 比嘉紘人, 鯉渕幸生
  • Organizer: 日本リモートセンシング学会第49回学術講演会
  • Place of Presentation: 鹿児島市
  • Year and Date: 2010-11-10
• [Presentation] LCI手法を応用したGOSAT CAIによるクロロフィルおよびTSS推定とその検証(2010年5月～9月) (2010)
  • Author(s): 作野裕司, 比嘉紘人, 鯉渕幸生
  • Organizer: 日本リモートセンシング学会第48回学術講演会
  • Place of Presentation: 鹿児島市
  • Year and Date: 2010-11-10
• [Presentation] 衛星データを使った北極海航路上の風速の季節変化特性 (2010)
  • Author(s): 作野裕司, 徳永隆二
  • Organizer: 日本リモートセンシング学会第49回学術講演会論文集
  • Place of Presentation: 鹿児島市
  • Year and Date: 2010-11-09
• [Presentation] ALOS/ AVNIR-2による兵庫県ため池の全リン分布推定 (2010)
  • Author(s): 作野裕司, 田尾真, 西信昭, 徳永隆二, 赤坂宗光, 小熊宏之, 高村典子
  • Organizer: 日本リモートセンシング学会第49回学術講演会論文集
  • Place of Presentation: 鹿児島市
  • Year and Date: 2010-11-09
• [Presentation] QuickBirdによる兵庫県ため池のクロロフィル分布推定 (2010)
  • Author(s): 作野裕司, 西信昭, 田尾真, 徳永隆二, 赤坂宗光, 小熊宏之, 高村典子
  • Organizer: 日本リモートセンシング学会第49回学術講演会論文集
  • Place of Presentation: 鹿児島市
  • Year and Date: 2010-11-09
• [Presentation] ALOS/AVNIR-2による兵庫県ため池の全リン分布推定 (2010)
  • Author(s): 作野裕司, 田尾真, 西信昭, 徳永隆二, 赤坂宗光, 小熊宏之, 高村典子
  • Organizer: 日本リモートセンシング学会第49回学術講演会論文集
  • Place of Presentation: 鹿児島市
  • Year and Date: 2010-11-09
• [Presentation] 気球搭載カメラによる児島湖のクロロフィル推定の可能性 (2010)
  • Author(s): 西信昭, 立川智基, 作野裕司田中義一
  • Organizer: 日本リモートセンシング学会第48回学術講演会
  • Place of Presentation: つくば市
  • Year and Date: 2010-05-28
• [Presentation] LCI法を応用したALOSデータによる宍道湖・中海のクロロフィル推定 (2010)
  • Author(s): 立川智基, 西信昭, 作野裕司, 川村健介
  • Organizer: 日本リモートセンシング学会第48回学術講演会
  • Place of Presentation: つくば市
  • Year and Date: 2010-05-28
• [Presentation] 分光反射率データを使ったWorldView-2による小規模水域の高クロロフィル推定の可能性評価 (2010)
  • Author(s): 作野裕司, 神野有生, 鯉渕幸生, 小熊宏之
  • Organizer: 日本リモートセンシング学会第48回学術講演会
  • Place of Presentation: つくば市
  • Year and Date: 2010-05-28
• [Presentation] MODISによる汽水域濁度マッピングシステムにおける気象条件判別 (2010)
  • Author(s): 坂井恭兵, 遠藤譲, 下舞豊志, 古津年章, 作野裕司
  • Organizer: 日本リモートセンシング学会第48回学術講演会
  • Place of Presentation: つくば市
  • Year and Date: 2010-05-27
• [Remarks]
  • URL: http://home.hiroshima-u.ac.jp/sakuno/GOSAT/GOSAT_index.html
• [Remarks]
  • URL: http://home.hiroshima-u.ac.jp/sakuno/GOSAT/GOSAT_index.html