Research of singular spectrum analysis in the processing of meteorological measurings

I. A. Botygin, K. V. Novitskaya, V. A. Tartakovsky, V. S. Sherstnev, A. I. Sherstneva

Результат исследований: Материалы для книги/типы отчетовМатериалы для конференции

Аннотация

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.

Язык оригиналаАнглийский
Название основной публикации26th International Symposium on Atmospheric and Ocean Optics, Atmospheric Physics
РедакторыGennadii G. Matvienko, Oleg A. Romanovskii
ИздательSPIE
ISBN (электронное издание)9781510639416
DOI
СостояниеОпубликовано - 2020
Событие26th International Symposium on Atmospheric and Ocean Optics, Atmospheric Physics 2020 - Moscow, Российская Федерация
Продолжительность: 6 июл 202010 июл 2020

Серия публикаций

НазваниеProceedings of SPIE - The International Society for Optical Engineering
Том11560
ISSN (печатное издание)0277-786X
ISSN (электронное издание)1996-756X

Конференция

Конференция26th International Symposium on Atmospheric and Ocean Optics, Atmospheric Physics 2020
СтранаРоссийская Федерация
ГородMoscow
Период6.7.2010.7.20

ASJC Scopus subject areas

  • Electronic, Optical and Magnetic Materials
  • Condensed Matter Physics
  • Computer Science Applications
  • Applied Mathematics
  • Electrical and Electronic Engineering

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