Research of correlation dependences meteorological parameters

N. A. Soltaganov, V. S. Sherstnev, V. A. Tartakovsky, A. I. Sherstneva, I. A. Botygin

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

The paper describes the analysis of correlation dependences between meteorological parameters for a series of observations obtained at station with a synoptic index of 29430. It was shown that the parameters with strong correlation dependences have virtually unchanging correlation coefficient for every time scale of the sample. In the case of meteorological parameters with weak correlation coefficient, there are non-significant jumps in the correlation coefficient values. For meteorological parameters with moderate correlation coefficient, increasing the sample time scale leads to stabilization of correlation coefficient values.

Original languageEnglish
Title of host publication24th International Symposium on Atmospheric and Ocean Optics
Subtitle of host publicationAtmospheric Physics
EditorsOleg A. Romanovskii, Gennadii G. Matvienko
PublisherSPIE
ISBN (Electronic)9781510622913
DOIs
Publication statusPublished - 2018
Event24th International Symposium on Atmospheric and Ocean Optics: Atmospheric Physics - Tomsk, Russian Federation
Duration: 2 Jul 20185 Jul 2018

Publication series

NameProceedings of SPIE - The International Society for Optical Engineering
Volume10833
ISSN (Print)0277-786X
ISSN (Electronic)1996-756X

Conference

Conference24th International Symposium on Atmospheric and Ocean Optics: Atmospheric Physics
CountryRussian Federation
CityTomsk
Period2.7.185.7.18

Keywords

  • correlation analysis
  • correlation coefficient
  • correlation matrix
  • distributed computing
  • meteorology
  • time series

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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  • Cite this

    Soltaganov, N. A., Sherstnev, V. S., Tartakovsky, V. A., Sherstneva, A. I., & Botygin, I. A. (2018). Research of correlation dependences meteorological parameters. In O. A. Romanovskii, & G. G. Matvienko (Eds.), 24th International Symposium on Atmospheric and Ocean Optics: Atmospheric Physics [108336G] (Proceedings of SPIE - The International Society for Optical Engineering; Vol. 10833). SPIE. https://doi.org/10.1117/12.2504693