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Tropical cyclone hazard assessment using model-based track simulation
Authors:Jonas Rumpf  Helga Weindl  Peter Höppe  Ernst Rauch  Volker Schmidt
Affiliation:(1) Institute of Stochastics, Ulm University, 89069 Ulm, Germany;(2) Munich Reinsurance Company, 80791 Munich, Germany
Abstract:A method is introduced for assessing the probabilities and intensities of tropical cyclones at landfall and applied to data from the North Atlantic. First, a recently developed model for the basin-wide Monte-Carlo simulation of tropical cyclone tracks is enhanced and transferred to the North Atlantic basin. Subsequently, a large number of synthetic tracks is generated by means of an implementation of this model. This synthetic data is far more comprehensive than the available historical data, while exhibiting the same basic characteristics. It, thus, creates a more sound basis for assessing landfall probabilities than previously available, especially in areas with a low historical landfall frequency.
Keywords:Tropical cyclones  Hurricanes  Landfall hazard  Stochastic model  Monte-Carlo simulation
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