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THEORY OF EXTREME EVENTS AND PROBABILITY DISTRIBUTIONS OF FLOODING CHARACTERISTICS

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Extreme Hydrological Events: New Concepts for Security

Part of the book series: NATO Science Series ((NAIV,volume 78))

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Abstract

Abstract- The character of distribution of the maximal runoff of rain floods on the rivers of Russia was investigated. Two approaches are discussed: using of mix of the distributions, including the component with so-called heavy tail (Pareto distribution), and approximation of tails of distributions on the base of generalized Pareto distribution (for arange of maximal values). The problem of accuracy increase for the estimation of distribution parameters by means of data grouping was investigated. Mean regional values of parameters combined with the method of L-moments for an estimation of unknown parameters are recommended for practical use of results of researches.

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References

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© 2006 Springer

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BOLGOV, M.V., OSIPIVA, N.V. (2006). THEORY OF EXTREME EVENTS AND PROBABILITY DISTRIBUTIONS OF FLOODING CHARACTERISTICS. In: Vasiliev, O., van Gelder, P., Plate, E., Bolgov, M. (eds) Extreme Hydrological Events: New Concepts for Security. NATO Science Series, vol 78. Springer, Dordrecht. https://doi.org/10.1007/978-1-4020-5741-0_11

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  • DOI: https://doi.org/10.1007/978-1-4020-5741-0_11

  • Publisher Name: Springer, Dordrecht

  • Print ISBN: 978-1-4020-5739-7

  • Online ISBN: 978-1-4020-5741-0

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