論文

査読有り
2007年

Recursive updating of distributed state variables using observed discharges through Kalman filter

Annual Journal of Hydraulic Engineering, JSCE
  • Sunmin Kim
  • ,
  • Yasuto Tachikawa
  • ,
  • Kaoru Takara

51
開始ページ
67
終了ページ
72
記述言語
英語
掲載種別
研究論文(学術雑誌)
DOI
10.2208/prohe.51.67
出版者・発行元
Japan Society of Civil Engineers

By means of Kalman filter, this study examines recursive updating of a distributed model's state variables, which were the water depths on a fine grid cell, using observed discharges at the basin outlet. The measurement update algorithm of the filter decides the optimal discharge, and the ratio of the optimal discharge to the simulated discharges was applied to every discharge from each cell for a reformation of the distributed state variables with a specific stage-discharge relationship. For the time update algorithm of the filter, Monte Carlo simulation was adopted for the prediction algorithm of the filter. The proposed algorithm offers efficient state variables updating in a distributed hydrologic model.

リンク情報
DOI
https://doi.org/10.2208/prohe.51.67
CiNii Articles
http://ci.nii.ac.jp/naid/130003842524
URL
https://jlc.jst.go.jp/DN/JALC/00370449430?from=CiNii
ID情報
  • DOI : 10.2208/prohe.51.67
  • ISSN : 0916-7374
  • CiNii Articles ID : 130003842524

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