Evaluation of high resolution spatio-temporal precipitation extremes from a stochastic weather generator

Research output: Research - peer-reviewArticle in proceedings – Annual report year: 2017

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Spatio-temporal rainfall is modelled for the North-Eastern part of Zealand (Denmark) using the Spatio-Temporal Neyman-Scott Rectangular Pulses model as implemented in the RainSim software. Hourly precipitation series for fitting the model are obtained from a dense network of tipping bucket rain gauges in the model area. The spatiotemporal performance of the model with respect to precipitation extremes is evaluated in the points of a 2x2 km regular grid covering the full model area. The model satisfactorily reproduces the extreme behaviour of the observed precipitation with respect to event intensity levels and unconditional spatial correlation when evaluated using an event based ranking approach at point scale and an advanced spatiotemporal coupling of extreme events. Prospectively the model can be used as a tool to evaluate the impact of climate change without relying on precipitation output from climate model modelled precipitation directly, but merely on the climate change signal derived from climate models.
Original languageEnglish
Title of host publication9th International Workshop on Precipitation in Urban Areas: Urban Challenges in Rainfall Analysis, Urbanrain 2012
PublisherETH Zurich
Publication date2017
ISBN (Electronic)9783906031217
StatePublished - 2017
EventUrbanRain12: 9th International Workshop on Precipitation in Urban Areas - St. Moritz, Switzerland
Duration: 6 Dec 20129 Dec 2012
Conference number: 9


ConferenceUrbanRain12: 9th International Workshop on Precipitation in Urban Areas
CitySt. Moritz
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ID: 140061934