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Multifractal characterization and comparison of meteorological time series from two climatic zones.

Authors :
Krzyszczak, Jaromir
Baranowski, Piotr
Zubik, Monika
Kazandjiev, Valentin
Georgieva, Veska
Sławiński, Cezary
Siwek, Krzysztof
Kozyra, Jerzy
Nieróbca, Anna
Source :
Theoretical & Applied Climatology; Aug2019, Vol. 137 Issue 3/4, p1811-1824, 14p, 3 Charts, 7 Graphs
Publication Year :
2019

Abstract

The results of the multifractal analysis performed for meteorological time series coming from four stations in Poland and Bulgaria located in varying climatic zones are presented. To assess climatic shift response (in 2001/2002), the analysis was conducted separately for two subsets. To analyze long-distance power-law correlations within the studied time series and evaluate the differences in dynamics of the climate between the analyzed sites and periods of time, the multifractal detrended fluctuation analysis methodology (MF-DFA) was proposed. It was revealed that the multifractal properties of precipitation differ considerably from other analyzed quantities. The singularity spectra were susceptible to climatic shift, what was indicated by the changes of spectra parameters. It was especially apparent for asymmetry, which changed from being right- to left-skewed, implying the occurrence of more extreme events. Similarities in the dynamics of meteorological processes for each of the climatic zones were proven by the close relation of respective multifractal spectra parameters coming from closely spatially related localizations. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
0177798X
Volume :
137
Issue :
3/4
Database :
Complementary Index
Journal :
Theoretical & Applied Climatology
Publication Type :
Academic Journal
Accession number :
137664773
Full Text :
https://doi.org/10.1007/s00704-018-2705-0