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

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Academic year: 2020

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Figure

Fig. 1.Figure 1. Map of the Upper Colorado River Basin (CRB) with highlighted study basins and  Map of the Upper Colorado River Basin (CRB) with highlighted study basins and SNOTEL locations.SNOTEL locations
Fig. 3. Mean absolute difference (left) and mean difference (right) between model elevation and its respective SNOTEL elevation
Fig. 4. Diagram of the ESP and ESP-DA algorithms. (a) shows the uncertainty bounds of the data assimilation and forecast,30  (b) shows theindividual traces generated from each sample
Fig. 5.  Comparison of the total water stored (TWS) as snow pro-duced by the spin-up (SU) and data assimilation (DA) for the four
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