Application of singular spectrum analysis for extracting weakly defined trends

Application of singular spectrum analysis for extracting weakly defined trends

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Parent link:Bulletin of the Tomsk Polytechnic University/ Tomsk Polytechnic University (TPU).— , 2006-2007
Vol. 311, № 5.— 2007.— [P. 106-108]
Hlavní autor: Kashkin V. B.
Další autoři: Rubleva T. V.
Shrnutí:Заглавие с титульного листа
Электронная версия печатной публикации
The peculiarities of new method of analysis of time series - singular spectrum analysis have been considered, advantages of the method and problems connected with it application have been discussed. To increase the accuracy of trend extraction and elimination of edge effects the prediction of the series in both ends was suggested to be used. The singular spectrum analysis was applied to time series of satellite data of total ozone in latitude rings from 40 to 60° in Northern and Southern hemispheres. The trends were found. It was shown that for 1998-2005 in this ring the total ozone decreases by 0,38 %±0,01 % per year in Northern hemisphere and by 0,10 %±0,01 % per year in Southern hemisphere. It is no wonder because the most part of ozone damaging substances are produced in middle latitudes of Northern hemisphere
Jazyk:angličtina
Vydáno: 2007
Edice:Control, computer engineeringand information science
Témata:
singular spectrum analysis
trends
satellite data
time series
ozone
Northern hemispheres
Southern hemispheres
ozone damaging substances
электронный ресурс
On-line přístup:http://www.lib.tpu.ru/fulltext/v/Bulletin_TPU/2007/v311eng/i5/23.pdf
Médium: Elektronický zdroj Kapitola
KOHA link:https://koha.lib.tpu.ru/cgi-bin/koha/opac-detail.pl?biblionumber=183098

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