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Keyhan Gavahi, Peyman Abbaszadeh, Hamid Moradkhani, Xiwu Zhan, and Christopher Hain

) techniques with these models has been highly recommended because it improves the accuracy of water and energy balance computations and increases the model’s predictive skills ( Reichle et al. 2014 ; Sawada et al. 2015 ; Seo et al. 2003 ). Earth system DA seeks to exploit real-time observations for more accurate hydrologic forecasts ( Kumar et al. 2014 ; Reichle et al. 2014 ). DA aims at merging current and past observations with a dynamical model, using the model’s prognostic equations to estimate

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