Research of singular spectrum analysis in the processing of meteorological measurings; Proceedings of SPIE; Vol. 11560 : Atmospheric and Ocean Optics: Atmospheric Physics

Research of singular spectrum analysis in the processing of meteorological measurings; Proceedings of SPIE; Vol. 11560 : Atmospheric and Ocean Optics: Atmospheric Physics

Bibliographic Details
Parent link:	Proceedings of SPIE.— .— Bellingham: SPIE Vol. 11560 : Atmospheric and Ocean Optics: Atmospheric Physics.— 2020.— 1156090, 5 p.
Other Authors:	Botygin I. A. Igor Aleksandrovich, Novitskaya K. V., Tartakovsky V. A., Sherstnev V. S. Vladislav Stanislavovich, Sherstneva A. I. Anna Igorevna
Summary:	Title screen The results of the study of meteorological series of observations using the methodology of singular spectral analysis are presented. High-frequency measurements of ultrasonic weather stations located at the testing ground of IMKES SO RAS were used as data. The processing of meteorological data included two complementary stages - decomposition and reconstruction. At the decomposition stage, the meteorological series of observations were transformed into a multidimensional series by forming a trajectory matrix and its decomposition into singular vectors - sets of additive components. At the reconstruction stage, various groups of components formed reconstructed rows, interpreted as trend, harmonic and noise components of the meteorological series structure Текстовый файл AM_Agreement
Language:	English
Published:	2020
Subjects:	nonparametric statistics trajectory matrix Hankel matrix reconstructed series singular spectral analysis электронный ресурс труды учёных ТПУ
Online Access:	https://doi.org/10.1117/12.2576032 Статья на русском языке
Format:	Electronic Book Chapter
KOHA link:	https://koha.lib.tpu.ru/cgi-bin/koha/opac-detail.pl?biblionumber=679982

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