Articles | Volume 15, issue 12
https://doi.org/10.5194/nhess-15-2653-2015
https://doi.org/10.5194/nhess-15-2653-2015
Research article
 | 
10 Dec 2015
Research article |  | 10 Dec 2015

Evaluation of a compound distribution based on weather pattern subsampling for extreme rainfall in Norway

J. Blanchet, J. Touati, D. Lawrence, F. Garavaglia, and E. Paquet

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Cited articles

Brigode, P., Bernardara, P., Paquet, E., Gailhard, J., Garavaglia, F., Merz, R., Mićović, Z., Lawrence, D., and Ribstein, P.: Sensitivity analysis of SCHADEX extreme flood estimations to observed hydrometeorological variability, Water Resour. Res., 50, 353–370, https://doi.org/10.1002/2013WR013687, 2014.
Coles, S.: An introduction to statistical modeling of extreme values, Springer Series in Statistics, Springer-Verlag, London, 208 pp., 2001.
Dyrrdal, A. V., Skaugen, T., Stordal, F., and Førland, E. J.: Estimating extreme areal precipitation in Norway from a gridded dataset, Hydrolog. Sci. J., https://doi.org/10.1080/02626667.2014.947289, 2014.
Ferro, C. A. T. and Segers, J.: Inference for Clusters of Extreme Values, J. Roy. Stat. Soc. B, 65, 545–556, 2003.
Fleig, A.: Scientific Report of the Short Term Scientific Mission - Anne Fleig visiting Électricité de France, Grenoble, Tech. rep., NVE, available at: http://www.costfloodfreq.eu/component/k2/item/download/6_8e45d035c2e09839e0c43e63ed0cdc81, 2011.
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Short summary
Simulation methods for design flood analyses require estimates of extreme precipitation for simulating maximum discharges. This article evaluates the MEWP model for extreme precipitation, a compound model based on weather-pattern classification, seasonal splitting and exponential distributions, for its suitability for use in Norway. It shows the clear benefit obtained from seasonal and weather-pattern-based subsampling for extreme value estimation.
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