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Statements

Subject Item
n2:RIV%2F67985807%3A_____%2F14%3A00435636%21RIV15-GA0-67985807
rdf:type
n15:Vysledek skos:Concept
dcterms:description
An information-theoretic approach for detecting interactions and information transfer between two systems is extended to interactions between dynamical phenomena evolving on different time scales of a complex, multiscale process. The approach is demonstrated in the detection of an information transfer from larger to smaller time scales in a model multifractal process and applied in a study of cross-scale interactions in atmospheric dynamics. Applying a form of the conditional mutual information and a statistical test based on the Fourier transform and multifractal surrogate data to about a century long records of daily mean surface air temperature from various European locations, an information transfer from larger to smaller time scales has been observed as the influence of the phase of slow oscillatory phenomena with the periods around 6–11 years on the amplitudes of the variability characterized by the smaller temporal scales from a few months to 4–5 years. These directed cross-scale interactions have a non-negligible effect on interannual air temperature variability in a large area of Europe. An information-theoretic approach for detecting interactions and information transfer between two systems is extended to interactions between dynamical phenomena evolving on different time scales of a complex, multiscale process. The approach is demonstrated in the detection of an information transfer from larger to smaller time scales in a model multifractal process and applied in a study of cross-scale interactions in atmospheric dynamics. Applying a form of the conditional mutual information and a statistical test based on the Fourier transform and multifractal surrogate data to about a century long records of daily mean surface air temperature from various European locations, an information transfer from larger to smaller time scales has been observed as the influence of the phase of slow oscillatory phenomena with the periods around 6–11 years on the amplitudes of the variability characterized by the smaller temporal scales from a few months to 4–5 years. These directed cross-scale interactions have a non-negligible effect on interannual air temperature variability in a large area of Europe.
dcterms:title
Cross-Scale Interactions and Information Transfer Cross-Scale Interactions and Information Transfer
skos:prefLabel
Cross-Scale Interactions and Information Transfer Cross-Scale Interactions and Information Transfer
skos:notation
RIV/67985807:_____/14:00435636!RIV15-GA0-67985807
n3:aktivita
n14:I n14:P
n3:aktivity
I, P(GCP103/11/J068), P(LH14001)
n3:cisloPeriodika
10
n3:dodaniDat
n6:2015
n3:domaciTvurceVysledku
n18:9992073
n3:druhVysledku
n13:J
n3:duvernostUdaju
n11:S
n3:entitaPredkladatele
n17:predkladatel
n3:idSjednocenehoVysledku
9260
n3:idVysledku
RIV/67985807:_____/14:00435636
n3:jazykVysledku
n16:eng
n3:klicovaSlova
multiscale dynamics; interactions; Granger causality; information transfer; climate variability
n3:klicoveSlovo
n4:interactions n4:climate%20variability n4:multiscale%20dynamics n4:Granger%20causality n4:information%20transfer
n3:kodStatuVydavatele
CH - Švýcarská konfederace
n3:kontrolniKodProRIV
[E7EF48E51A34]
n3:nazevZdroje
Entropy
n3:obor
n12:BB
n3:pocetDomacichTvurcuVysledku
1
n3:pocetTvurcuVysledku
1
n3:projekt
n10:GCP103%2F11%2FJ068 n10:LH14001
n3:rokUplatneniVysledku
n6:2014
n3:svazekPeriodika
16
n3:tvurceVysledku
Paluš, Milan
n3:wos
000344459500008
s:issn
1099-4300
s:numberOfPages
27
n8:doi
10.3390/e16105263