Research of singular spectrum analysis in the processing of meteorological measurings

Research of singular spectrum analysis in the processing of meteorological measurings

التفاصيل البيبلوغرافية
Parent link:Proceedings of SPIE.— .— Bellingham: SPIE
مؤلفون آخرون: Botygin I. A. Igor Aleksandrovich, Novitskaya K. V., Tartakovsky V. A., Sherstnev V. S. Vladislav Stanislavovich, Sherstneva A. I. Anna Igorevna
الملخص: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
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AM_Agreement
منشور في: 2020
الموضوعات:
nonparametric statistics
trajectory matrix
Hankel matrix
reconstructed series
singular spectral analysis
электронный ресурс
труды учёных ТПУ
الوصول للمادة أونلاين:https://doi.org/10.1117/12.2576032
Статья на русском языке
التنسيق: الكتروني فصل الكتاب
KOHA link:https://koha.lib.tpu.ru/cgi-bin/koha/opac-detail.pl?biblionumber=679982

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