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An integrated uncertainty and ensemble based data assimilation approach for improved operational streamflow predictions

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Figure

Table 1. SNOW17 model parameters and state variables that are updated in the data assimilation applications
Fig. 2. Climatic characteristics of the NFARB sub-basins during theentire study period (WY 1979–2002), training period (WY 1979–1984), and prediction period (WY 1991–1996)
Fig. 3. Flowchart of the EnKF applied in ICEA to recursively update SNOW17 model states with the uncertainty of sensitive modelparameters considered
Fig. 4. Flowchart of modeling and assimilation (of areal SWE) procedures in generating ensemble daily streamflow
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