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Bathymetry Estimation Using Drifter-Based Velocity Measurements on the Kootenai River, Idaho

ScholarsArchive at Oregon State University

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Title Bathymetry Estimation Using Drifter-Based Velocity Measurements on the Kootenai River, Idaho
Names Landon, Kyle C. (creator)
Wilson, Greg W. (creator)
Özkan-Haller, H. Tuba (creator)
MacMahan, Jamie H. (creator)
Date Issued 2014-02 (iso8601)
Note To the best of our knowledge, one or more authors of this paper were federal employees when contributing to this work. This is the publisher’s final pdf. The published article is copyrighted by the American Meteorological Society and can be found at: http://journals.ametsoc.org/loi/atot.
Abstract Velocity measurements from drifter GPS records are used in an ensemble-based data assimilation technique to
extract the river bathymetry. The method is tested on a deep meandering reach and a shallow braided reach of the
Kootenai River in Idaho. The Regional Ocean Modeling System (ROMS) is used to model numerous statistically
varied bathymetries to create an ensemble of hydrodynamic states. These states, the drifter observations, and the
uncertainty of each are combined to form a cost function that is minimized to produce an estimated velocity field
and bathymetry. The goals of this study are to assess whether ROMS can accurately reproduce the Kootenai River
flow to an extent that depth estimation is feasible, to investigate if drifter paths are sensitive enough to bottom
topography to make depth estimation possible, and to establish practical limitations of the present methodology. At
both test sites, the depth estimation method produced a bathymetry that was more accurate than the prior estimate.
Genre Article
Topic Channel flows
Identifier Landon, Kyle C., Greg W. Wilson, H. Tuba Özkan-Haller, Jamie H. MacMahan, 2014: Bathymetry Estimation Using Drifter-Based Velocity Measurements on the Kootenai River, Idaho. Journal of Atmospheric and Oceanic Technology, 31, 503–514. doi:10.1175/JTECH-D-13-00123.1

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