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Selecting the best IDF model by using the multifractal approach
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Citations
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References
2012
Year
EngineeringWeather ForecastingSouthern SpainBest Idf ModelEarth ScienceCorpus LinguisticsText MiningSocial SciencesInformation RetrievalData ScienceData MiningPattern RecognitionMeteorological MeasurementApplied MeteorologyStatisticsHydrometeorologyMeteorologyDocument ClusteringIdf CurvesGeographyKnowledge DiscoveryComputer ScienceRainfall DataFlood Risk ManagementData Modeling
Abstract In this work, the multifractal properties of hourly rainfall data recorded at a location in Southern Spain have been related to the scale properties of the corresponding intensity–duration–frequency (IDF) curves. Four parametric models for the IDF curves have been fitted to the quantiles of rainfall obtained using the generalized Pareto frequency distribution function with the extreme data series obtained for the same place. The scaling of the rainfall intensity moments has been analysed, and the empirical moments scaling exponent function has been obtained. The corresponding values of q 1 and γ 1 have been empirical and theoretically calculated and compared with some characteristics of the different IDF models. Thus, the scaling behaviour of IDF curves has been analysed, and the best model has been selected. Copyright © 2012 John Wiley & Sons, Ltd.
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