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Analysis of the structural complexity of Crab Nebula observed at radio frequency using a multifractal approach

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dc.contributor.author Chanu, Athokpam Langlen
dc.contributor.author Pravabati, C
dc.contributor.author Rahman, Fazlu
dc.contributor.author Singh, R K Brojen
dc.contributor.author Kharb, Preeti
dc.date.accessioned 2024-03-22T09:30:26Z
dc.date.available 2024-03-22T09:30:26Z
dc.date.issued 2024-03
dc.identifier.citation Journal of Physics: Complexity, Vol. 5, No. 1, 015005 en_US
dc.identifier.issn 2632-072X
dc.identifier.uri http://hdl.handle.net/2248/8380
dc.description Open Access. en_US
dc.description 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.
dc.description.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. en_US
dc.language.iso en en_US
dc.publisher IOP Publishing Ltd en_US
dc.relation.uri https://doi.org/10.1088/2632-072X/ad1e83
dc.rights © 2024 The Author(s).
dc.subject Complex systems en_US
dc.subject Crab Nebula en_US
dc.subject MFDFA en_US
dc.subject Hurst exponent en_US
dc.subject Multifractal spectrum en_US
dc.title Analysis of the structural complexity of Crab Nebula observed at radio frequency using a multifractal approach en_US
dc.type Article en_US


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