Molecular Distributions of the Disk/Envelope System of L483: Principal Component Analysis for the Image Cube Data

  • Okoda Y
  • Oya Y
  • Abe S
  • et al.
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Abstract

Unbiased understanding of molecular distributions in a disk/envelope system of a low-mass protostellar source is crucial for investigating physical and chemical evolution processes. We have observed 23 molecular lines toward the Class 0 protostellar source L483 with ALMA and have performed principal component analysis (PCA) for their cube data (PCA-3D) to characterize their distributions and velocity structures in the vicinity of the protostar. The sum of the contributions of the first three components is 63.1%. Most oxygen-bearing complex organic molecule lines have a large correlation with the first principal component (PC1), representing the overall structure of the disk/envelope system around the protostar. Contrary, the C 18 O and SiO emissions show small and negative correlations with PC1. The NH 2 CHO lines stand out conspicuously at the second principal component (PC2), revealing more compact distribution. The HNCO lines and the high-excitation line of CH 3 OH have a similar trend for PC2 to NH 2 CHO. On the other hand, C 18 O is well correlated with the third principal component (PC3). Thus, PCA-3D enables us to elucidate the similarities and the differences of the distributions and the velocity structures among molecular lines simultaneously, so that the chemical differentiation between the oxygen-bearing complex organic molecules and the nitrogen-bearing ones is revealed in this source. We have also conducted PCA for the moment 0 maps (PCA-2D) and that for the spectral line profiles (PCA-1D). While they can extract part of characteristics of the molecular line data, PCA-3D is essential for comprehensive understandings. Characteristic features of the molecular line distributions are discussed on NH 2 CHO.

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Okoda, Y., Oya, Y., Abe, S., Komaki, A., Watanabe, Y., & Yamamoto, S. (2021). Molecular Distributions of the Disk/Envelope System of L483: Principal Component Analysis for the Image Cube Data. The Astrophysical Journal, 923(2), 168. https://doi.org/10.3847/1538-4357/ac2c6c

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