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Accuracy improvement of vegetation dynamic sub-models using ALB-derived data and data assimilation

Research Project

Project/Area Number 18K04370
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Review Section Basic Section 22040:Hydroengineering-related
Research InstitutionOkayama University

Principal Investigator

YOSHIDA KEISUKE  岡山大学, 環境生命科学研究科, 准教授 (50436721)

Project Period (FY) 2018-04-01 – 2021-03-31
Project Status Completed (Fiscal Year 2020)
Budget Amount *help
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2020: ¥520,000 (Direct Cost: ¥400,000、Indirect Cost: ¥120,000)
Fiscal Year 2019: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Fiscal Year 2018: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Keywords航空レーザー測深 / 河道の地被条件 / 洪水位の数値予測 / ALB / 植生消長 / 河床変動 / 物理環境評価 / データ同化
Outline of Final Research Achievements

Woody vegetation establishing thickly in rivers has recently posed a threat to our lives because of enhancing the risk of river flooding. For accurate risk estimation, this study developed a methodology for extracting efficiently the data of both river bed levels and vegetation conditions along a long river section, using techniques of airborne laser bathymetry (ALB) in practical use. For more precise numerical simulations of flood water levels, this study also proposed a simple sub-model that incorporates the mechanism of vegetation wash-out attributable to flood flows. Results showed that the method yields useful data from ALB in the targeted reach of the Asahi River, Japan, comparing the field observation data. Results also showed that the sub-model performs well for reproduction of actual vegetation situation observed after the Asahi River flooding that occurred during the 2018 western Japan heavy rainfall event.

Academic Significance and Societal Importance of the Research Achievements

近年,河川の洪水氾濫は河道弱部より生じており,長区間の河道の中で洪水疎通能力が低下し,また河川堤防が局所的に低下している箇所を早期に把握することが求められる.本研究の成果より,航空レーザー測深によって河川における広域・高解像度の植生特性量や水陸連続の地形および地被状況が一度に把握できる.その結果,研究成果は洪水位の広域・高精度な予測のみならず,今後,河床変動や植生動態の解析においても有用なデータとなることが期待される.

Report

(4 results)
  • 2020 Annual Research Report   Final Research Report ( PDF )
  • 2019 Research-status Report
  • 2018 Research-status Report
  • Research Products

    (13 results)

All 2020 2019 2018

All Journal Article (9 results) (of which Peer Reviewed: 7 results) Presentation (4 results) (of which Int'l Joint Research: 4 results)

  • [Journal Article] 平成30 年7月豪雨時の旭川分流堰周辺の植生分布を考慮した3次元洪水流解析2020

    • Author(s)
      吉田圭介,梶川勇樹,永田貴美久,西山哲,間野耕司,堺浩一,Md. Touhidul ISLAM,児子真也
    • Journal Title

      土木学会論文B1(水工学)

      Volume: 76 Pages: 985-990

    • NAID

      130008122703

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] ALB 点群データを援用した河川航空写真の深層学習による地被分類法の検討2020

    • Author(s)
      吉田圭介,谷口純一,潘是均,小島崇,永田貴美久,渡邊明英
    • Journal Title

      土木学会論文B1(水工学)

      Volume: 76 Pages: 1003-1008

    • NAID

      130008122508

    • Related Report
      2020 Annual Research Report
  • [Journal Article] Model-induced comparative study of ALB and UAV-borne green LiDAR systems on vegetated lower Asahi river assessment in Japan2020

    • Author(s)
      Md. Touhidul ISLAM, Keisuke YOSHIDA, Koichi SAKAI, Satoshi NISHIYAMA, Tomoyuki TSUDA, Kimishisa NAGATA and Shiro MAENO
    • Journal Title

      Journal of JSCE (B1)

      Volume: 76 Pages: 529-534

    • NAID

      130008122707

    • Related Report
      2020 Annual Research Report
  • [Journal Article] Estimation of distributed flow resistance in vegetated rivers using airborne topo-bathymetric LiDAR and its application to risk management tasks for Asahi River flooding2020

    • Author(s)
      Keisuke Yoshida, Shiro Maeno, Shuhei Ogawa, Koji Mano and Shinya Nigo
    • Journal Title

      Journal of Flood Risk Management

      Volume: 13(1) Issue: 1

    • DOI

      10.1111/jfr3.12584

    • Related Report
      2019 Research-status Report
    • Peer Reviewed
  • [Journal Article] 環境DNA 分析と物理環境調査による旭川下流部におけるアユの産卵可能性の検討2019

    • Author(s)
      吉田圭介,乾隆帝,宇田川涼平,前野詩朗,赤松良久,児子真也,髙橋幸生,永田貴美久
    • Journal Title

      土木学会論文集B1(水工学)

      Volume: 75(4)

    • NAID

      130007940181

    • Related Report
      2019 Research-status Report
    • Peer Reviewed
  • [Journal Article] 植生高分布と限界掃流力を考慮した植生流出を伴う洪水流解析モデルの検討2019

    • Author(s)
      吉田圭介,前野詩朗,永田貴美久,児子真也,赤穗良輔
    • Journal Title

      土木学会論文集B1(水工学)

      Volume: 75(4)

    • NAID

      130007940137

    • Related Report
      2019 Research-status Report
    • Peer Reviewed
  • [Journal Article] STATISTICAL ANALYSIS OF RAINFALL IN OKAYAMA PREFECTURE AND INVESTIGATION OF FLOOD DAMAGES IN THE ASAHI RIVER BASIN ATTRIBUTABLE TO THE HEAVY RAIN EVENT OF JULY 20182019

    • Author(s)
      吉田圭介,前野詩朗,工藤亮治,近森秀高,赤穗良輔,小川修平,永田貴美久
    • Journal Title

      Journal of Japan Society of Civil Engineers, Ser. B1 (Hydraulic Engineering)

      Volume: 75 Issue: 1 Pages: 172-183

    • DOI

      10.2208/jscejhe.75.1_172

    • NAID

      130007769838

    • ISSN
      2185-467X
    • Related Report
      2019 Research-status Report
    • Peer Reviewed
  • [Journal Article] ALBによる河道地形の再現性向上に伴う 河床変動解析の改善効果の検討2018

    • Author(s)
      山口華穂,吉田圭介,前野詩朗,間野耕司,赤穗良輔,西山哲
    • Journal Title

      土木学会論文集A2(応用力学)

      Volume: 74(2) Pages: 465-474

    • NAID

      130007583705

    • Related Report
      2018 Research-status Report
    • Peer Reviewed
  • [Journal Article] ALB計測データを用いた流況解析に基づく旭川下流部におけるアユの産卵場の物理環境評価2018

    • Author(s)
      吉田圭介,前野詩朗,髙橋幸生,児子真也,小川修平,赤穗良輔(
    • Journal Title

      土木学会論文集B1(水工学)

      Volume: 74(5) Pages: 421-426

    • NAID

      130007757782

    • Related Report
      2018 Research-status Report
    • Peer Reviewed
  • [Presentation] Flood simulation model coupled with woody vegetation wash-out in the lower Asahi River, Japan2020

    • Author(s)
      K. Nagata
    • Organizer
      22nd IAHR-APD Congress
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Verification of STIV analysis of flood discharge at Nakano observatory in the Ota River by flow analysis using ALB data2020

    • Author(s)
      K. Yoshida
    • Organizer
      22nd IAHR-APD Congress
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Estimating flow resistance by vegetation in rivers using high-resolution airborne laser bathymetry2018

    • Author(s)
      K. Yoshida
    • Organizer
      12th Int. Symp. on Ecohydraulics 2018
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Remote sensing of morphodynamics and habitats in rivers using airborne LiDAR bathymetry2018

    • Author(s)
      S. Takahashi
    • Organizer
      12th Int. Symp. on Ecohydraulics 2018
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research

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Published: 2018-04-23   Modified: 2022-01-27  

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