Methods for analyzing the light curves of the non-thermal radiation in active galactic nuclei

We present different methods for analyzing the light curves of active galactic nuclei (AGNs). Based on the example of AGN multiwavelength measurements, features of the following methods are considered: (1) structure functions (SFs)—to search for variability timescales; (2) discrete correlation functions (DCFs)—to search for connections between processes; (3) the Lomb–Scargle (L–S) periodogram—to search for periodicity. We analyze advantages and disadvantages of the methods and discuss their constraints and interpretation.

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Published
2024-12-27
DOI
https://doi.org/10.26119/vak2024.170
Primary Topic
Calibration and Measurement Techniques
Type
article
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article

Methods for analyzing the light curves of the non-thermal radiation in active galactic nuclei

D. O. Kudryavtsev, Yu. V. Sotnikova, D. A. Morozova, Т. В. Муфахаров et al.
Calibration and Measurement Techniques
article

Methods for analyzing the light curves of the non-thermal radiation in active galactic nuclei

D. O. Kudryavtsev, Yu. V. Sotnikova, D. A. Morozova, Т. В. Муфахаров, V. V. Vlasyuk, М. Л. Хабибуллина, А. Г. Михайлов, V. Stolyarov
article en

Abstract

We present different methods for analyzing the light curves of active galactic nuclei (AGNs). Based on the example of AGN multiwavelength measurements, features of the following methods are considered: (1) structure functions (SFs)—to search for variability timescales; (2) discrete correlation functions (DCFs)—to search for connections between processes; (3) the Lomb–Scargle (L–S) periodogram—to search for periodicity. We analyze advantages and disadvantages of the methods and discuss their constraints and interpretation.

St Petersburg University (RU), Kazan Federal University (RU), University of Cambridge (GB), Special Astrophysical Observatory (RU), Development Agency of Serbia (RS)
Ministry of Science and Higher Education of the Russian Federation
Openalex Percentile: Top 59%
Calibration and Measurement Techniques
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Methods for analyzing the light curves of the non-thermal radiation in active galactic nuclei — D. O. Kudryavtsev, Yu. V. Sotnikova, et al. · (2024) | TGRS Research Map | TGRS