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The paper presents a 1D hydrodynamic flood flow model employing a data assimilation procedure based on Newtonian nudging. Data assimilation was used to determine correctly the upstream boundary condition defined as a discharge hydrograph. In the model developed, "nudging to individual observations" method was used. The data chosen for assimilation were water table levels recorded by a D-Diver automatic sensor installed in the river channel c. 1.5 km below a computational cross-section opening the analysed stretch of the river and the adjacent valley. This hydrological model of flood flow containing the data assimilation procedure is based on a one-dimensional Saint-Venant system of equations (dynamic wave model). The calculations were performed for the 2010 spring flood event at a 20-km stretch of the river and the floodplain in the upper part of the Lower Biebrza Basin. Modifying the boundary condition by using data assimilation has dramatically improved the accuracy of water table predictions during floods in the area of the Lower Biebrza Basin.
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Rocznik
Tom
Strony
91--105
Opis fizyczny
Bibliogr. 16 poz., tab., rys., wykr.
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autor
- Department of Hydraulic Engineering, Warsaw University of Life Sciences
Bibliografia
- [1] BÉLANGER E., VINCENT A., Data assimilation (4D–VAR) to forecast flood in shallow-waters with sediment erosion, Journal of Hydrology, 2005, 300(1–4), 114–125.
- [2] BOUTTIER F., COURTIER P., Data assimilation concepts and methods, Meteorological Training Course Lecture Series, ECMWF, 1999.
- [3] CUNGE J.A., HOLLY F.M., Verwey A., Practical aspect of computational river hydraulics, Pitman Publishing, London, 1980, 420 pp.
- [4] DING Y., JIA Y., WANG S.S.Y., Identification of Manning’s roughness coefficients in shallow water flows, Journal of Hydraulic Engineering, 2004, 130(6), 501–510.
- [5] GHIL M., IDE K., BENNETT A., COURTIER P., KIMOTO M., NAGATA M., SAIKI M., SATO N. (eds.), Data Assimilation in Meteorology and Oceanography, Theory and Practice, 1997.
- [6] HOUSER P.R., SHUTTLEWORTH W.J., FAMIGLIETTI J.S., GUPTA H.V., SYED K.H., GOODRICH D.C., Integration of soil moisture sensing and hydrologic modeling using data assimilation, Water Resources Research, 1998, Vol. 34, No. 12, 3405–3420.
- [7] LORENC A., Analysis methods for numerical weather prediction, Quart. J. Roy. Meteor. Soc., 1986, 112, 1177–1194.
- [8] MADSEN H., SKOTNER C., Adaptive state updating in real time river flow forecasting – A combined filtering and error forecasting procedure, J. Hydrology. 2004.
- [9] OKRUSZKO T., WASILEWICZ M., DEMBEK W., RYCHARSKI M., MATUSZKIEWICZ A., Analiza zmian warunków wodnych, szaty roślinnej i gleb bagna Ławki w dolinie Biebrzy, Woda – Środowisko – Obszary Wiejskie, 2003, t. 3, z. 1(7).
- [10] OŚWIT J., Roślinność i siedliska zabagnionych dolin rzecznych na tle warunków wodnych, Rocz. Nauk Rol., 221, Wyd. Nauk. PWN, 1991, 229.
- [11] REFSGAARD J.C., Validation and intercomparison of different updating procedures for real-time forecasting, Nordic Hydrology, 1997, 28, 65–84.
- [12] ROUX H., DARTUS D., Data assimilation applied to hydraulic parameter identification, [in:] British hydrological society international conference 2004, Hydrology: Science and Practice for the 21st century, London, United Kingdom, 2004, 354–361.
- [13] TROCH P.A., PANICONI C., McLAUGHLIN D., Catchment-scale hydrological modeling and data assimilation, Advances in Water Resources, 2003, 26, 131–135.
- [14] ŚWIĄTEK D., The Data Assimilation for Unsteady 1D Open Channel Flow Model, 33rd IAHR Congress Proceedings Water Engineering for a Sustainable Environment, Vancouver, 9–14.08.2009.
- [15] SZYMKIEWICZ R., Modelowanie matematyczne przepływów w rzekach i kanałach, PWN, Warszawa 2000.
- [16] ŻUREK S., Geomorfologia Pradoliny Biebrzy, [in:] Bagna Biebrzańskie, Zesz. Prob. Post. Nauk Rol., 1991, z. 372
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-article-BPW8-0022-0014