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Development of a remote salinity measurement system for closed waters using autonomous flight UAV

Research Project

Project/Area Number 15K14041
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Hydraulic engineering
Research InstitutionHiroshima University

Principal Investigator

SAKUNO YUJI  広島大学, 工学研究院, 准教授 (20332801)

Project Period (FY) 2015-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000)
Fiscal Year 2016: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2015: ¥2,600,000 (Direct Cost: ¥2,000,000、Indirect Cost: ¥600,000)
Keywordsリモートセンシング / 塩分 / UAV / CDOM
Outline of Final Research Achievements

The objective of this research is to develop a remotely salinity measurement system for closed waters by mounting a spectral radiometer on autonomous flight UAV that can acquire data with good wavelength resolution automatically from low airspace. In order to achieve this objective, the spectral reflectance / water quality data set at nine times was collected on site at Lake Togo in a closed watershed as a test site for two years. Using that data set, the relationship between reflectance ratio and CDOM (negatively correlated with salinity) in Lake Togo was studied. As a result, spectral reflectance ratio of wavelength optimum for remotely salinity estimation was found.

Report

(3 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Research-status Report
  • Research Products

    (13 results)

All 2017 2016 2015

All Journal Article (4 results) (of which Peer Reviewed: 3 results,  Acknowledgement Compliant: 4 results,  Open Access: 1 results) Presentation (8 results) (of which Int'l Joint Research: 4 results) Patent(Industrial Property Rights) (1 results)

  • [Journal Article] Retrieval of chlorophyll-a and total suspended solids using Iterative Stepwise Elimination Partial Least Squares (ISE-PLS) regression based on field hyperspectral measurements in Irrigation Ponds in Higashihiroshima, Japan2017

    • Author(s)
      Wang, Z., Kawamura, K., Sakuno, Y., Fan, X., Gong, Z., and Lim, L.
    • Journal Title

      Remote Sensing

      Volume: 9(3) Issue: 3 Pages: 264-278

    • DOI

      10.3390/rs9030264

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] 沿岸環境評価のための衛星リモートセンシングの現状と課題2016

    • Author(s)
      作野裕司
    • Journal Title

      沿岸海洋研究

      Volume: 54(1) Pages: 69-74

    • NAID

      130007797549

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] 汽水湖東郷池における非接触クロロフィル推定手法の検証2016

    • Author(s)
      2作野裕司,前田晃宏,宮本康,森明寛,岡本将揮,畠山恵介,九鬼貴弘
    • Journal Title

      土木学会論文集 B3(海洋開発)

      Volume: 72(2)

    • NAID

      130005263420

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] UAVを利用した汽水湖沼の実用的な赤潮観測の事例2016

    • Author(s)
      前田晃宏,宮本康,森明寛,岡本将揮,九鬼貴弘,作野裕司
    • Journal Title

      日本リモートセンシング学会誌

      Volume: 36(2) Pages: 126-130

    • NAID

      130005250005

    • Related Report
      2016 Annual Research Report
    • Acknowledgement Compliant
  • [Presentation] Expectation of next generation satellite data analysis for the coastal environment2016

    • Author(s)
      Sakuno, Y.
    • Organizer
      Techno-Ocean 2016
    • Place of Presentation
      Kobe, Japan
    • Year and Date
      2016-10-06
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Landsat-8データによる宍道湖水草の自動マッピングシステムの開発2016

    • Author(s)
      作野裕司
    • Organizer
      JpGU2016(日本地球惑星科学連合大会2016年大会)
    • Place of Presentation
      千葉
    • Year and Date
      2016-05-24
    • Related Report
      2016 Annual Research Report
  • [Presentation] 携帯型分光計搭載UAVを用いた東郷池の非接触クロロフィル測定実験-2015年9月2016

    • Author(s)
      作野裕司、加藤光、前田晃宏、宮本康、森明寛、岡本将揮
    • Organizer
      日本リモートセンシング学会第60回学術講演会
    • Place of Presentation
      習志野
    • Year and Date
      2016-05-12
    • Related Report
      2016 Annual Research Report
  • [Presentation] Validation of surface chlorophyll-a in the center of Seto Inland Sea using GOCI data2016

    • Author(s)
      Sakuno, Y. and Wang, Z.
    • Organizer
      ISRS2016 (The International Symposium on Remote Sensing 2016)
    • Place of Presentation
      Jeju, Korea
    • Year and Date
      2016-04-20
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Chlorophyll-a and total suspended solids estimation for irrigation ponds in Higashi-Hiroshima using hyperspectral measurement data2016

    • Author(s)
      Wang, Z., Kawamura, K., Sakuno, Y.
    • Organizer
      ISRS2016 (The International Symposium on Remote Sensing 2016)
    • Place of Presentation
      Jeju, Korea
    • Year and Date
      2016-04-20
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 衛星データとラジコンヘリを使った宍道湖の広域水草分布推定2016

    • Author(s)
      作野裕司,國井秀伸
    • Organizer
      汽水域研究会例会
    • Place of Presentation
      労働会館(島根県・松江市)
    • Year and Date
      2016-01-09
    • Related Report
      2015 Research-status Report
  • [Presentation] Lake surface salinity estimation using Landsat-8 data in the brackish Lake Shinji2015

    • Author(s)
      Sakuno Y. and Kunii, H.
    • Organizer
      The 36th Asian Conference on Remote Sensing
    • Place of Presentation
      Metro Manila (Philippines)
    • Year and Date
      2015-10-19
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] リモートセンシングによる宍道湖の塩分分布推定の可能性2015

    • Author(s)
      作野裕司,國井秀伸
    • Organizer
      汽水域研究会2015年(第7回)東北大会
    • Place of Presentation
      東北大学工学部(宮城県・仙台市)
    • Year and Date
      2015-10-03
    • Related Report
      2015 Research-status Report
  • [Patent(Industrial Property Rights)] 水質検査システム及び水質検査方法2017

    • Inventor(s)
      小野修司、作野裕司
    • Industrial Property Rights Holder
      フジフィルム株式会社、国立大学法人広島大学
    • Industrial Property Rights Type
      特許
    • Industrial Property Number
      2017-044054
    • Filing Date
      2017-03-08
    • Related Report
      2016 Annual Research Report

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Published: 2015-04-16   Modified: 2020-03-30  

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