Causality and Information Transfer across Time Scales

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F67985807%3A_____%2F19%3A00508386" target="_blank" >RIV/67985807:_____/19:00508386 - isvavai.cz</a>

Result on the web

<a href="http://dx.doi.org/10.23919/MEASUREMENT47340.2019.8779881" target="_blank" >http://dx.doi.org/10.23919/MEASUREMENT47340.2019.8779881</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.23919/MEASUREMENT47340.2019.8779881" target="_blank" >10.23919/MEASUREMENT47340.2019.8779881</a>

Result language

angličtina

Original language name

Causality and Information Transfer across Time Scales

Original language description

An information-theoretic approach for detecting interactions and information transfer between the two systems is extended to interactions between dynamical phenomena evolving on different time scales of a complex, multiscale process. The approach is applied 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.

Czech name

—

Czech description

—

Type

D - Article in proceedings

CEP classification

—

OECD FORD branch

10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Project

<a href="/en/project/GA19-16066S" target="_blank" >GA19-16066S: Nonlinear interactions and information transfer in complex systems with extreme events</a><br>

Continuities

I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Publication year

2019

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection

Measurement 2019. Proceedings of the 12th International Conference on Measurement

ISBN

978-80-972629-3-8

ISSN

—

e-ISSN

—

Number of pages

10

Pages from-to

92-101

Publisher name

Institute of Measurement Science SAS, IEEE

Place of publication

Bratislava, Piscataway

Event location

Smolenice

Event date

May 27, 2019

Type of event by nationality

WRD - Celosvětová akce

UT code for WoS article

000502830700019