论文标题

分析使用多重方法在射频下观察到的蟹状星云的结构复杂性

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

论文作者

Chanu, Athokpam Langlen, Chingangbam, Pravabati, Rahman, Fazlu, Singh, R. K. Brojen, Kharb, Preeti

论文摘要

螃蟹星云是一个天体物理系统,在不同观察频率下表现出复杂的形态模式。我们使用射频公开可用的成像数据对星云的结构复杂性进行了系统的研究。为了进行分析,我们将众所周知的多重分子降解波动分析在两个维度上使用。我们发现,从超新星爆炸和进化的基础物理学预期,无线电数据表现出远程相关性。相关性遵循具有长度尺度的幂律缩放。发现结构上的复杂性本质上是多重分子的,这是由广义赫斯特指数对降解波动函数矩的顺序的依赖性所证明的。通过重复对洗牌数据的分析,我们进一步探测了无线电成像数据中多纹解性的起源。对于无线电数据,我们发现概率密度函数接近高斯形式。因此,多重分子行为是由于大小不一的下波动场值的远程相关性的不同性质。我们研究了无线电图像的不同分区之间的多重分子参数,并发现图像上的结构是高度异质的,使蟹状星云成为结构复杂的天体物理系统。因此,我们的分析从复杂性科学的角度对蟹状星云的形态提供了新的视角。

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.

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