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Flood Discharge Measurement by STIV Coupled with Maximum Entropy Method Using Parameter Estimation by Numerical Analysis

  • Forefront of Modelings, Measurements, and Machine Learnings of Hydro-environmental Flows
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KSCE Journal of Civil Engineering Aims and scope

Abstract

The coupling of surface velocity measurement by image analysis and the maximum entropy method (MEM) is a non-contact measurement technique to estimate river discharge during flood with high accuracy. The MEM can represent complex vertical velocity distributions including velocity dips, but there is a challenge that the measurement of the cross-sectional velocity distribution by Acoustic Doppler Current Profiler (ADCP), etc. must be required at least once to determine the entropy parameter, which is a specific value at the cross section. This study proposes a new framework for determining the entropy parameter at new measurement sites based on the results of 3-D flow simulations. The framework is applied to two measurement sites, and the cross-sectional velocity distribution and the discharge estimated by the MEM with the entropy parameter are evaluated. The result shows that the framework enables the setting of an appropriate entropy parameter at a given site, and that the discharge estimated using the entropy parameter has a relative error of less than 10% to those measured by the ADCP.

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Correspondence to Yoshiro Omori.

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Omori, Y., Yoshimura, H., Fujita, I. et al. Flood Discharge Measurement by STIV Coupled with Maximum Entropy Method Using Parameter Estimation by Numerical Analysis. KSCE J Civ Eng 28, 1122–1131 (2024). https://doi.org/10.1007/s12205-024-1458-9

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  • DOI: https://doi.org/10.1007/s12205-024-1458-9

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