Chaos in Nitrogen Dioxide Concentration Time Series and Its Prediction

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216275%3A25410%2F14%3A39898342" target="_blank" >RIV/00216275:25410/14:39898342 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1007/978-3-319-07401-6_36" target="_blank" >http://dx.doi.org/10.1007/978-3-319-07401-6_36</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-319-07401-6_36" target="_blank" >10.1007/978-3-319-07401-6_36</a>

Result language
angličtina
Original language name
Chaos in Nitrogen Dioxide Concentration Time Series and Its Prediction
Original language description
This paper is aimed at analysis of Nitrogen Dioxide (NO2) concentration time series. At first we will estimate the time delay and the embedding dimension, which is needed for the Lyapunov exponent estimation and for the phase space reconstruction. Subsequently we will compute the largest Lyapunov exponent, which is one of the important indicators of chaos. Then we will calculate the 0-1 test for chaos. Finally we will compute predictions using a radial basis function to fit global nonlinear functions tothe data. The results indicated that chaotic behaviors obviously exist in NO2 concentration time series.
Czech name
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Czech description
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Project
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Continuities
I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Publication year
2014
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Nostradamus 2014: Prediction, Modeling and Analysis of Complex Systems
ISBN
978-3-319-07401-6
ISSN
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e-ISSN
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Number of pages
11
Pages from-to
365-376
Publisher name
Springer
Place of publication
Berlin
Event location
Ostrava
Event date
Jun 23, 2014
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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