Please use this identifier to cite or link to this item: http://hdl.handle.net/2248/8380
Title: Analysis of the structural complexity of Crab Nebula observed at radio frequency using a multifractal approach
Authors: Chanu, Athokpam Langlen
Pravabati, C
Rahman, Fazlu
Singh, R K Brojen
Kharb, Preeti
Keywords: Complex systems
Crab Nebula
MFDFA
Hurst exponent
Multifractal spectrum
Issue Date: Mar-2024
Publisher: IOP Publishing Ltd
Citation: Journal of Physics: Complexity, Vol. 5, No. 1, 015005
Abstract: The Crab Nebula is an astrophysical system that exhibits complex morphological patterns at different observing frequencies. We carry out a systematic investigation of the structural complexity of the nebula using publicly available imaging data at radio frequency. For the analysis, we use the well-known multifractal detrended fluctuation analysis in two dimensions. We find that radio data exhibit long-range correlations, as expected from the underlying physics of the supernova explosion and evolution. The correlations follow a power-law scaling with length scales. The structural complexity is found to be multifractal in nature, as evidenced by the dependence of the generalized Hurst exponent on the order of the moments of the detrended fluctuation function. By repeating the analysis on shuffled data, we further probe the origin of the multifractality in the radio imaging data. For the radio data, we find that the probability density function is close to a Gaussian form. Hence, the multifractal behavior is due to the differing nature of long-range correlations of the large and small detrended fluctuation field values. We investigate the multifractal parameters across different partitions of the radio image and find that the structures across the image are highly heterogeneous, making the Crab Nebula a structurally complex astrophysical system. Our analysis thus provides a fresh perspective on the morphology of the Crab Nebula from a complexity science viewpoint.
Description: Open Access.
Original Content from this work may be used under the terms of the Creative Commons Attribution 4.0 licence. Any further distribution of this work must maintain attribution to the author(s) and the title of the work, journal citation and DOI.
URI: http://hdl.handle.net/2248/8380
ISSN: 2632-072X
Appears in Collections:IIAP Publications



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