Connection between galaxy morphology and dark-matter halo structure I: a running threshold for thin discs and size predictors from the dark sector
Creators
Abstract
We study the connection between galaxy morphology and host dark matter (DM) halo structure using cosmological simulations. Introducing a new kinematic decomposition scheme, we robustly separate thin and thick discs and measure halo properties, including cosmic web locations, internal structures, and assembly histories. In the TNG50 simulation, we find that the orbital-circularity threshold for disc differentiation varies systematically with galaxy mass and redshift. Similarly, the energy threshold between stellar haloes and inner galaxies depends on mass and redshift, minimizing at sub-Galactic halo mass where the circularity threshold approaches its peak. Revisiting galaxy size predictors, we show that disc sizes in TNG50 correlate with three structural parameters beyond virial mass and redshift: (1) a positive correlation with halo spin λ across redshifts – stronger than previously reported for zoom-in simulations but still weaker than the simple r_(1/2)/R_(vir) ∝ λ caling; (2) an anticorrelation with DM concentration c; (3) larger discs in more actively accreting haloes. Disc mass fraction is higher in rounder haloes and in cosmic knots and filaments, implying that disc development needs both stable halo conditions and continuous material supply. Our methodology is public and adaptable to other simulations.
Copyright and License
Acknowledgement
FJ and JL thank Joel Primack, Sandra Faber, and Cedric Lacey for helpful discussions, and appreciate the Tsinghua Astrophysics High-Performance Computing platform for providing computational resources for this work. AD is partly supported by the Israel Science Foundation grant 861/20. JL acknowledges the support of the UK Science and Technology Facilities Council (STFC) studentship (ST/Y509346/1). LCH was supported by the National Science Foundation of China (11991052, 12011540375, 12233001), the National Key R&D Program of China (2022YFF0503401), and the China Manned Space Project (CMS-CSST-2021-A04, CMS-CSST-2021-A06). We thank the anonymous referee for comprehensive comments.
Data Availability
We make our pipeline for morphological decomposition and halo-property measurements publicly available at https://github.com/JinningLianggithub/MorphDecom. The catalogues of TNG50 galaxies with detailed morphological measurements and fittings are available upon reasonable requests and will be available when Paper II is published.
Files
staf947.pdf
Additional details
Related works
- Is new version of
- Discussion Paper: arXiv:2403.14749 (arXiv)
- Is supplemented by
- Software: https://github.com/JinningLianggithub/MorphDecom (URL)
Funding
- Israel Science Foundation
- 861/20
- Science and Technology Facilities Council
- ST/Y509346/1
- National Natural Science Foundation of China
- 11991052
- National Natural Science Foundation of China
- 12011540375
- National Natural Science Foundation of China
- 12233001
- Ministry of Science and Technology of the People's Republic of China
- 2022YFF0503401
- China National Space Administration
- China Manned Space Project CMS-CSST-2021-A04
- China National Space Administration
- China Manned Space Project CMS-CSST-2021-A06
Dates
- Submitted
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2024-04-15
- Accepted
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2025-05-16
- Available
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2025-07-17Published
- Available
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2025-07-22Corrected and typeset
Caltech Custom Metadata
- Caltech groups
- Astronomy Department , TAPIR , Walter Burke Institute for Theoretical Physics , Division of Physics, Mathematics and Astronomy (PMA) , Physics Department
- Publication Status
- Published