Articles | Volume 15, issue 11
Research article
16 Nov 2011
Research article |  | 16 Nov 2011

Improving the characterization of initial condition for ensemble streamflow prediction using data assimilation

C. M. DeChant and H. Moradkhani

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Subject: Catchment hydrology | Techniques and Approaches: Uncertainty analysis
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Cited articles

Anderson, E. A.: National Weather Service river forecast system-snow accumulation and ablation model, TECHNICAL MEMORANDUM NWS HYDRO-17, November 1973, 217 pp., 1973.
Andreadis, K. M. and Lettenmaier, D. P.: Assimilating remotely sensed snow observations into a macroscale hydrology model, Adv. Water Resour., 29, 872–886,, 2006.
Burnash, R. J. C., Ferral, R. L., and McGuire, R. A.: A generalized streamflow simulation system: Conceptual modeling for digital computers, US Dept. of Commerce, National Weather Service, 1973.
Day, G. N.: Extended streamflow forecasting using NWSRFS, J. Water Res. Pl.-ASCE, 111, 157–170, 1985.
DeChant, C. and Moradkhani, H.: Radiance data assimilation for operational snow and streamflow forecasting, Adv. Water Resour., 34, 351–364,, 2011a.