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- W2796005062 abstract "Abstract Rainfall intensity–duration–frequency (IDF) curves are a standard tool in urban water resources engineering and management. They express how return levels of extreme rainfall intensity vary with duration. The simple scaling property of extreme rainfall intensity, with respect to duration, determines the form of IDF relationships. It is supposed that the annual maximum intensity follows the generalized extreme value (GEV) distribution. As well known, for simple scaling processes, the location parameter and scale parameter of the GEV distribution obey a power law with the same exponent. Although, the simple scaling hypothesis is commonly used as a suitable working assumption, the multiscaling approach provides a more general framework. We present a new IDF relationship that has been formulated on the basis of the multiscaling property. It turns out that the GEV parameters (location and scale) have a different scaling exponent. Next, we apply a Bayesian framework to estimate the multiscaling GEV model and to choose the most appropriate model. It is shown that the model performance increases when using the multiscaling approach. The new model for IDF curves reproduces the data very well and has a reasonable degree of complexity without overfitting on the data." @default.
- W2796005062 created "2018-04-13" @default.
- W2796005062 creator A5085007646 @default.
- W2796005062 date "2018-05-14" @default.
- W2796005062 modified "2023-10-16" @default.
- W2796005062 title "A multiscaling‐based intensity–duration–frequency model for extreme precipitation" @default.
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- W2796005062 doi "https://doi.org/10.1002/hyp.11516" @default.
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