Investigations of MWISP Filaments. I. Filament Identification and Analysis Algorithms, and Source Catalog

Abstract Filaments play a crucial role in providing the necessary environmental conditions for star formation, actively participating in the process. To facilitate the identification and analysis of filaments, we introduce Directional and Positional Consistency between Clumps and Filaments (DPConCFil), a suite of algorithms comprising one identification method and two analysis methods. The first method, the consistency-based identification approach, uses directional and positional consistency among neighboring clumps and local filament axes to identify filaments in the position–position–velocity data cube. The second method employs a graph-based skeletonization technique to extract the filament intensity skeletons. The third method, a graph-based substructuring approach, allows the decomposition of complex filaments into simpler subfilaments. We demonstrate the effectiveness of DPConCFil by applying the identification method to the clumps detected in the Milky Way Imaging Scroll Painting survey data set by FacetClumps, successfully identifying a batch of filaments across various scales within 10° ≤ l ≤ 20°, −5 <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" overflow="scroll"> <mml:mover> <mml:mrow> <mml:mo>.</mml:mo> </mml:mrow> <mml:mrow> <mml:mo>∘</mml:mo> </mml:mrow> </mml:mover> </mml:math> 25​​​​​​ ≤ b ≤ 5 <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" overflow="scroll"> <mml:mover> <mml:mrow> <mml:mo>.</mml:mo> </mml:mrow> <mml:mrow> <mml:mo>∘</mml:mo> </mml:mrow> </mml:mover> </mml:math> 25, and −200 km s −1 ≤ v ≤ 200 km s −1 . Subsequently, we apply the analysis methods to the identified filaments, presenting a catalog with basic parameters and conducting statistics of their galactic distribution and properties. DPConCFil is openly available on GitHub ( https://github.com/JiangYuTS/DPConCFil ), accompanied by a manual.

Authors

Publication Details

Journal
The Astrophysical Journal Supplement Series
Published
2025-01-01
DOI
https://doi.org/10.3847/1538-4365/ad91a8
Citations
1
Primary Topic
Astrophysics and Star Formation Studies
Type
article
Field-Weighted Citation Impact
1.15

Funders

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article

Investigations of MWISP Filaments. I. Filament Identification and Analysis Algorithms, and Source Catalog

Zhibo Jiang, Ji Yang, Li Sun, Yang Su et al.
1 citations
The Astrophysical Journal Supplement Series
Astrophysics and Star Formation Studies
1.15
article

Investigations of MWISP Filaments. I. Filament Identification and Analysis Algorithms, and Source Catalog

Zhibo Jiang, Ji Yang, Li Sun, Yang Su, Zhiwei Chen, Yu Jiang, Jiancheng Feng, Yao Huang, Haoran Feng, Sheng Zheng, Xuepeng Chen
article en
1 citations

Abstract

Abstract Filaments play a crucial role in providing the necessary environmental conditions for star formation, actively participating in the process. To facilitate the identification and analysis of filaments, we introduce Directional and Positional Consistency between Clumps and Filaments (DPConCFil), a suite of algorithms comprising one identification method and two analysis methods. The first method, the consistency-based identification approach, uses directional and positional consistency among neighboring clumps and local filament axes to identify filaments in the position–position–velocity data cube. The second method employs a graph-based skeletonization technique to extract the filament intensity skeletons. The third method, a graph-based substructuring approach, allows the decomposition of complex filaments into simpler subfilaments. We demonstrate the effectiveness of DPConCFil by applying the identification method to the clumps detected in the Milky Way Imaging Scroll Painting survey data set by FacetClumps, successfully identifying a batch of filaments across various scales within 10° ≤ l ≤ 20°, −5 <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" overflow="scroll"> <mml:mover> <mml:mrow> <mml:mo>.</mml:mo> </mml:mrow> <mml:mrow> <mml:mo>∘</mml:mo> </mml:mrow> </mml:mover> </mml:math> 25​​​​​​ ≤ b ≤ 5 <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" overflow="scroll"> <mml:mover> <mml:mrow> <mml:mo>.</mml:mo> </mml:mrow> <mml:mrow> <mml:mo>∘</mml:mo> </mml:mrow> </mml:mover> </mml:math> 25, and −200 km s −1 ≤ v ≤ 200 km s −1 . Subsequently, we apply the analysis methods to the identified filaments, presenting a catalog with basic parameters and conducting statistics of their galactic distribution and properties. DPConCFil is openly available on GitHub ( https://github.com/JiangYuTS/DPConCFil ), accompanied by a manual.

The Astrophysical Journal Supplement SeriesVol. 276(1)
National Natural Science Foundation of China
Life in Land
Openalex Percentile: Top 22%
Astrophysics and Star Formation Studies
1.15
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