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Limits and characteristics of the multifractal behaviour of a high-resolution rainfall time series

Authors :
J. Olsson
Source :
Nonlinear Processes in Geophysics, Vol 2, Iss 1, Pp 23-29 (1995)
Publication Year :
1995
Publisher :
Copernicus Publications, 1995.

Abstract

The multifractal properties of a 2-year time series of 8-min rainfall intensity observations are investigated. The empirical probability distribution function suggests a hyperbolic intermittency with divergence of moment of order greater than 2. The power spectrum E(f) of the series obeys a power law form E(f)=f -0.66 in the range of scales 8 min to approximately 3 days. The variation of the average statistical moments with scale shows that the series is characterized by a multifractal behaviour between 8 min and approximately 11 days. The multifractal parameters associated with universality were estimated to be α=0.63 and C1=0,44 by using the Double Trace Moment, DTM, technique. The moment scaling functions obtained from the empirical values and the universal expression are in good agreement in the approximate range 1≤q≤3. Outside of this range, however, differences exist which may be related to either limitations of the data or an inexact estimation of the parameters by DTM. The evident multifractal nature of rainfall time series is encouraging since it may lead to new and improved ways of processing rainfall data used in hydrological calculations.

Details

Language :
English
ISSN :
10235809 and 16077946
Volume :
2
Issue :
1
Database :
Directory of Open Access Journals
Journal :
Nonlinear Processes in Geophysics
Publication Type :
Academic Journal
Accession number :
edsdoj.fe8af8271a17441a9243551ef06292dd
Document Type :
article