Application of time series modeling to a national reference frame realization
| Autor: | D. Fazilova, Sh. Ehgamberdiev, S. Kuzin |
|---|---|
| Jazyk: | angličtina |
| Rok vydání: | 2018 |
| Předmět: | |
| Zdroj: | Geodesy and Geodynamics, Vol 9, Iss 4, Pp 281-287 (2018) |
| Druh dokumentu: | article |
| ISSN: | 1674-9847 59994908 |
| DOI: | 10.1016/j.geog.2018.04.003 |
| Popis: | This paper presents an option for modern dynamic terrestrial reference system realization in Uzbekistan for user needs. An additive model is explored to predict patterns of time series and investigate means of constructing forecast time series models in the future. The main components (trend, periodical, and irregular) of the KIUB (DORIS) and KIT3, TASH, MADK, and MTAL (GNSS) international stations coordinate time series were investigated. It was shown that seasonal nonlinear trends occurred both in the height (U) component of all stations and the east (E) component of high mountainous stations such as MTAL and MADK. The seasonal periodical portion of the time series determined from the additive model has a complicated pattern for all sites and can be explained as both hydrological signals in the region and improvement of observational quality. Amplitudes of the best-fitting sinusoids in the North component ranged between 1.73 and 8.76 mm; the East component ranged between 0.82 and 11.92 mm; and the Up component ranged between 3.11 and 40.81 mm. Regression analysis of the irregular portion of the height component of the two techniques at the Kitab station using tropospheric parameters (pressure and temperature) was confirmed as only 57% of the stochastic portion of the time series. Keywords: Terrestrial dynamic reference frame, Time series analysis, Forecasting model |
| Databáze: | Directory of Open Access Journals |
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