Approximating uncertainty of annual runoff and reservoir yield using stochastic replicates of global climate model data

Peel, M. C.; Srikanthan, R.; McMahon, T. A.; Karoly, D. J.

doi:https://doi.org/10.5194/hess-19-1615-2015

Articles | Volume 19, issue 4

https://doi.org/10.5194/hess-19-1615-2015

© Author(s) 2015. This work is distributed under
the Creative Commons Attribution 3.0 License.

https://doi.org/10.5194/hess-19-1615-2015

© Author(s) 2015. This work is distributed under
the Creative Commons Attribution 3.0 License.

Articles | Volume 19, issue 4

Research article

|

08 Apr 2015

Research article |

| 08 Apr 2015

Approximating uncertainty of annual runoff and reservoir yield using stochastic replicates of global climate model data

M. C. Peel, R. Srikanthan, T. A. McMahon, and D. J. Karoly

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Cited articles

Anderson, T. W. and Darling, D. A.: A test of goodness of fit, J. Am. Stat. Assoc., 49, 765–769, 1954.

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.

Andréassian, V., Perrin, C., Berthet, L., Le Moine, N., Lerat, J., Loumagne, C., Oudin, L., Mathevet, T., Ramos, M.-H., and Valéry, A.: HESS Opinions "Crash tests for a standardized evaluation of hydrological models", Hydrol. Earth Syst. Sci., 13, 1757–1764, https://doi.org/10.5194/hess-13-1757-2009, 2009.

Arora, V.: Streamflow simulations for continental-scale river basins in a global atmospheric general circulation model, Adv. Water Resour., 24, 775–791, 2001.

Bárdossy, A. and Pegram, G.: Downscaling precipitation using regional climate models and circulation patterns toward hydrology, Water Resour. Res., 47, W04505, https://doi.org/10.1029/2010WR009689, 2011.