Articles | Volume 27, issue 3
https://doi.org/10.5194/hess-27-647-2023
https://doi.org/10.5194/hess-27-647-2023
Research article
 | 
02 Feb 2023
Research article |  | 02 Feb 2023

Assimilation of transformed water surface elevation to improve river discharge estimation in a continental-scale river

Menaka Revel, Xudong Zhou, Dai Yamazaki, and Shinjiro Kanae

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Cited articles

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Andreadis, K. M., Clark, E. A., Lettenmaier, D. P., and Alsdorf, D. E.: Prospects for river discharge and depth estimation through assimilation of swath-altimetry into a raster-based hydrodynamics model, Geophys. Res. Lett., 34, L10403, https://doi.org/10.1029/2007GL029721, 2007. 
Balsamo, G., Dutra, E., Beljaars, A. and Viterbo, P.: Evolution of land-surface processes in the IFS, ECMWF Newsl., 127, 17–22, https://doi.org/10.21957/x1j3i7bz, 2011. 
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Short summary
The capacity to discern surface water improved as satellites became more available. Because remote sensing data is discontinuous, integrating models with satellite observations will improve knowledge of water resources. However, given the current limitations (e.g., parameter errors) of water resource modeling, merging satellite data with simulations is problematic. Integrating observations and models with the unique approaches given here can lead to a better estimation of surface water dynamics.
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