Articles | Volume 24, issue 6
Hydrol. Earth Syst. Sci., 24, 3289–3309, 2020
https://doi.org/10.5194/hess-24-3289-2020
Hydrol. Earth Syst. Sci., 24, 3289–3309, 2020
https://doi.org/10.5194/hess-24-3289-2020
Research article
29 Jun 2020
Research article | 29 Jun 2020

Comparing Bayesian and traditional end-member mixing approaches for hydrograph separation in a glacierized basin

Zhihua He et al.

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Cited articles

Aizen, V. B., Aizen, E. M., and Melack, J. M.: Precipitation, melt and runoff in the northern Tien Shan, J. Hydrol., 186, 229–251, https://doi.org/10.1016/S0022-1694(96)03022-3, 1996. 
Aizen, V., Aizen, E., Glazirin, G., and Loaiciga, H. A.: Simulation of daily runoff in Central Asian alpine watersheds, J. Hydrol., 238, 15–34, https://doi.org/10.1016/S0022-1694(00)00319-X, 2000. 
Aizen, V. B., Kuzmichenok, V. A., Surazakov, A. B., and Aizen, E. M.: Glacier changes in the Tien Shan as determined from topographic and remotely sensed data, Global Planet. Change, 56, 328–340, https://doi.org/10.1016/j.gloplacha.2006.07.016, 2007. 
Barnett, T. P., Adam, J. C., and Lettenmaier, D. P.: Potential impacts of a warming climate on water availability in snow-dominated regions, Nature, 438, 303–309, https://doi.org/10.1038/nature04141, 2005. 
Beria, H., Larsen, J. R., Michelon, A., Ceperley, N. C., and Schaefli, B.: HydroMix v1.0: a new Bayesian mixing framework for attributing uncertain hydrological sources, Geosci. Model Dev., 13, 2433–2450, https://doi.org/10.5194/gmd-13-2433-2020, 2020. 
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Short summary
Quantifying the seasonal contributions of the runoff components, including groundwater, snowmelt, glacier melt, and rainfall, to streamflow is highly necessary for understanding the dynamics of water resources in glacierized basins given the vulnerability of snow- and glacier-dominated environments to the current climate warming. Our study provides the first comparison of two end-member mixing approaches for hydrograph separation in glacierized basins.