Articles | Volume 21, issue 6
https://doi.org/10.5194/hess-21-3125-2017
https://doi.org/10.5194/hess-21-3125-2017
Research article
 | 
29 Jun 2017
Research article |  | 29 Jun 2017

Calibration of a large-scale hydrological model using satellite-based soil moisture and evapotranspiration products

Patricia López López, Edwin H. Sutanudjaja, Jaap Schellekens, Geert Sterk, and Marc F. P. Bierkens

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Cited articles

Andréassian, V., Perrin, C., and Michel, C.: Impact of imperfect potential evapotranspiration knowledge on the efficiency and parameters of watershed models, J. Hydrol., 286, 19–35, 2004.
Bastiaanssen, W., Menenti, M., Feddes, R., and Holtslag, A.: A remote sensing surface energy balance algorithm for land (SEBAL). 1. Formulation, J. Hydrol., 212, 198–212, 1998.
Beck, H. E., de Jeu, R. A., Schellekens, J., van Dijk, A. I., and Bruijnzeel, L. A.: Improving curve number based storm runoff estimates using soil moisture proxies, IEEE J. Sel. Top. Appl., 2, 250–259, 2009.
Beck, H. E., van Dijk, A. I., de Roo, A., Miralles, D. G., McVicar, T. R., Schellekens, J., and Bruijnzeel, L. A.: Global-scale regionalization of hydrologic model parameters, Water Resour. Res., 52, 3599–3622, https://doi.org/10.1002/2015WR018247, 2016.
Beck, H. E., van Dijk, A. I. J. M., Levizzani, V., Schellekens, J., Miralles, D. G., Martens, B., and de Roo, A.: MSWEP: 3-hourly 0.25° global gridded precipitation (1979–2015) by merging gauge, satellite, and reanalysis data, Hydrol. Earth Syst. Sci., 21, 589-615, https://doi.org/10.5194/hess-21-589-2017, 2017.
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We perform various calibration experiments of a large-scale hydrological model using satellite-based products of evapotranspiration and soil moisture in the Oum Er Rbia River basin in Morocco. In addition, we study the impact on discharge estimates of three global precipitation products in comparison with model parameter calibration. Results show that evapotranspiration and soil moisture observations can be used for model calibration, resulting in discharge estimates of acceptable accuracy.