Preliminary Analysis on The Noise Characteristics of MWISP Data [GA]

http://arxiv.org/abs/2109.12483


Noise is a significant part within a millimeter-wave molecular line datacube. Analyzing the noise improves our understanding of noise characteristics, and further contributes to scientific discoveries. We measure the noise level of a single datacube from MWISP and perform statistical analyses. We identified major factors which increase the noise level of a single datacube, including bad channels, edge effects, baseline distortion, and line contamination. Cleaning algorithms are applied to remove or reduce these noise components. As a result, we obtained the cleaned datacube which noise follows a positively skewed normal distribution. We further analyzed the noise structure distribution of a 3D mosaicked datacube in the range l = 40{\deg}.7 to 43{\deg}.3 and b = -2{\deg}.3 to 0{\deg}.3 and found that noise of the final mosaicked datacube is mainly characterized by the noise fluctuation among the cells.

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J. Cai, J. Yang, S. Zheng, et. al.
Tue, 28 Sep 21
88/89

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