Articles | Volume 18, issue 9
https://doi.org/10.5194/hess-18-3411-2014
https://doi.org/10.5194/hess-18-3411-2014
Research article
 | 
08 Sep 2014
Research article |  | 08 Sep 2014

Alternative configurations of quantile regression for estimating predictive uncertainty in water level forecasts for the upper Severn River: a comparison

P. López López, J. S. Verkade, A. H. Weerts, and D. P. Solomatine

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Cited articles

Bailey, R. and Dobson, C.: Forecasting for floods in the Severn catchment, J. Inst. Water Engrs Sci., 35, 168–178, 1981.
Bogner, K. and Pappenberger, F.: Multiscale error analysis, correction, and predictive uncertainty estimation in a flood forecasting system, Water Resour. Res., 47, W07524, https://doi.org/10.1029/2010WR009137, 2011.
Bogner, K. and Pappenberger, F.: Technical Note: The normal quantile transformation and its application in a flood forecasting system, Hydrol. Earth Syst. Sci., 16, 1085–1094, https://doi.org/10.5194/hess-16-1085-2012, 2012.
Bondell, H. D., Reich, B. J., and Wang, H.: Noncrossing Quantile Regression curve estimation, Biometrika, 97, 825–838, https://doi.org/10.1093/biomet/asq048, 2010.
Bremnes, J. B.: Probabilistic Forecasts of Precipitation in Terms of Quantiles Using NWP Model Output, Mon. Weather Rev., 132, 338–347, https://doi.org/10.1175/1520-0493(2004)132<0338:PFOPIT>2.0.CO;2, 2004.
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