Joint assimilation of satellite soil moisture and streamflow data for the hydrological application of a two-dimensional shallow water model

•Data assimilation into a fully-distributed 2D-SWE model.•Joint assimilation of satellite-derived soil moisture and observed discharge.•Data assimilation using a Particle Filter-based approach.•The proposed method works better in events with isolated peaks of discharge.•In terms of discharge, an ave...

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Veröffentlicht in:	Journal of hydrology (Amsterdam) 2023-06, Vol.621, p.129667, Article 129667
Hauptverfasser:	García-Alén, G., Hostache, R., Cea, L., Puertas, J.
Format:	Artikel
Sprache:	eng
Schlagworte:	Data assimilation Environmental Sciences Flood forecasting Hydrodynamic modelling Iber Shallow water equations Tempered particle filter
Online-Zugang:	Volltext
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