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The multi-wavelength Tully-Fisher relation in the TNG50 cosmological simulation

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Abstract
Context. The Tully-Fisher relation (TFR) is one of the most important and widely used empirical correlations in extragalactic astronomy. Apart from its importance as a secondary distance indicator, the TFR relation serves as a test for galaxy evolution models, because it connects the baryonic and dark matter components of galaxies. Aims. We aimed at simulating the multi-wavelength TFR relation from UV to mid-infrared (MIR) wavelengths for the TNG50 cosmological simulation at z = 0, and at comparing the results with observational TFR studies. Our goal was to compare the wavelength dependence of the slope and scatter with the observed values, and to search for secondary parameters that reduce the scatter in the TFR. Methods. We selected a large sample of simulated late-type, disc-dominated galaxies from the TNG50 simulation. For each galaxy, we used the SKIRT radiative transfer code to generate realistic synthetic global fluxes in 12 UV to MIR broadbands and synthetic integrated H I line profiles. We used bivariate linear regression to determine the TFR in each band, and we searched for a second TFR parameter by correlating the residuals with different physical parameters. Results. Our TNG50 TFR reproduces the characteristic behaviour of the observed TFR in many studies: the TFR becomes steeper and tighter as we move from UV/optical to infrared wavelengths. The slope changes from ‑7.46 ± 0.14 mag dex‑1 in the NUV band to ‑9.66 ± 0.09 mag dex‑1 in the IRAC [4.5] band. Quantitatively, our slopes are well within the spread of different observational results. The u ‑ r colour or the sSFR can significantly reduce the scatter in the UV and optical bands. Using u ‑ r colour as second parameter, the modified TFR has a roughly constant intrinsic tightness of over the entire UV to MIR range. Conclusions. The combination of the TNG50 cosmological simulation and the SKIRT radiative transfer postprocessing is capable of broadly reproducing the multi-wavelength TFR. A better matched sample selection, the use of different characteristic velocity scales, and more advanced internal dust attenuation correction are steps towards a more stringent comparison of the simulated and observed multi-wavelength TFR.
Keywords
radiative transfer, galaxies: formation, galaxies: fundamental parameters, galaxies: kinematics and dynamics, galaxies: photometry, EXTRAGALACTIC DISTANCE SCALE, DUST RADIATIVE-TRANSFER, URSA-MAJOR CLUSTER, MORPHOLOGICAL TYPE DEPENDENCE, STAR-FORMING GALAXIES, H I, ILLUSTRISTNG SIMULATIONS, DISC GALAXIES, STELLAR MASS, MOLECULAR-HYDROGEN

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MLA
Baes, Maarten, et al. “The Multi-Wavelength Tully-Fisher Relation in the TNG50 Cosmological Simulation.” ASTRONOMY & ASTROPHYSICS, vol. 696, 2025, doi:10.1051/0004-6361/202453417.
APA
Baes, M., Gebek, A., Kunene, S., Leeuw, L., Nelson, D., Ponomareva, A. A., … Sorgho, A. (2025). The multi-wavelength Tully-Fisher relation in the TNG50 cosmological simulation. ASTRONOMY & ASTROPHYSICS, 696. https://doi.org/10.1051/0004-6361/202453417
Chicago author-date
Baes, Maarten, Andrea Gebek, S. Kunene, L. Leeuw, D. Nelson, A. A. Ponomareva, Nick Andreadis, et al. 2025. “The Multi-Wavelength Tully-Fisher Relation in the TNG50 Cosmological Simulation.” ASTRONOMY & ASTROPHYSICS 696. https://doi.org/10.1051/0004-6361/202453417.
Chicago author-date (all authors)
Baes, Maarten, Andrea Gebek, S. Kunene, L. Leeuw, D. Nelson, A. A. Ponomareva, Nick Andreadis, A. Bianchetti, W. J. G. de Blok, S. H. A. Rajohnson, and A. Sorgho. 2025. “The Multi-Wavelength Tully-Fisher Relation in the TNG50 Cosmological Simulation.” ASTRONOMY & ASTROPHYSICS 696. doi:10.1051/0004-6361/202453417.
Vancouver
1.
Baes M, Gebek A, Kunene S, Leeuw L, Nelson D, Ponomareva AA, et al. The multi-wavelength Tully-Fisher relation in the TNG50 cosmological simulation. ASTRONOMY & ASTROPHYSICS. 2025;696.
IEEE
[1]
M. Baes et al., “The multi-wavelength Tully-Fisher relation in the TNG50 cosmological simulation,” ASTRONOMY & ASTROPHYSICS, vol. 696, 2025.
@article{01JV6VKQ4RX5C8177YG9XGJERT,
  abstract     = {{Context. The Tully-Fisher relation (TFR) is one of the most important and widely used empirical correlations in extragalactic astronomy. Apart from its importance as a secondary distance indicator, the TFR relation serves as a test for galaxy evolution models, because it connects the baryonic and dark matter components of galaxies. Aims. We aimed at simulating the multi-wavelength TFR relation from UV to mid-infrared (MIR) wavelengths for the TNG50 cosmological simulation at z = 0, and at comparing the results with observational TFR studies. Our goal was to compare the wavelength dependence of the slope and scatter with the observed values, and to search for secondary parameters that reduce the scatter in the TFR. Methods. We selected a large sample of simulated late-type, disc-dominated galaxies from the TNG50 simulation. For each galaxy, we used the SKIRT radiative transfer code to generate realistic synthetic global fluxes in 12 UV to MIR broadbands and synthetic integrated H I line profiles. We used bivariate linear regression to determine the TFR in each band, and we searched for a second TFR parameter by correlating the residuals with different physical parameters. Results. Our TNG50 TFR reproduces the characteristic behaviour of the observed TFR in many studies: the TFR becomes steeper and tighter as we move from UV/optical to infrared wavelengths. The slope changes from ‑7.46 ± 0.14 mag dex‑1 in the NUV band to ‑9.66 ± 0.09 mag dex‑1 in the IRAC [4.5] band. Quantitatively, our slopes are well within the spread of different observational results. The u ‑ r colour or the sSFR can significantly reduce the scatter in the UV and optical bands. Using u ‑ r colour as second parameter, the modified TFR has a roughly constant intrinsic tightness of over the entire UV to MIR range. Conclusions. The combination of the TNG50 cosmological simulation and the SKIRT radiative transfer postprocessing is capable of broadly reproducing the multi-wavelength TFR. A better matched sample selection, the use of different characteristic velocity scales, and more advanced internal dust attenuation correction are steps towards a more stringent comparison of the simulated and observed multi-wavelength TFR.}},
  articleno    = {{A52}},
  author       = {{Baes, Maarten and Gebek, Andrea and Kunene, S. and Leeuw, L. and Nelson, D. and Ponomareva, A. A. and Andreadis, Nick and Bianchetti, A. and de Blok, W. J. G. and Rajohnson, S. H. A. and Sorgho, A.}},
  issn         = {{0004-6361}},
  journal      = {{ASTRONOMY & ASTROPHYSICS}},
  keywords     = {{radiative transfer,galaxies: formation,galaxies: fundamental parameters,galaxies: kinematics and dynamics,galaxies: photometry,EXTRAGALACTIC DISTANCE SCALE,DUST RADIATIVE-TRANSFER,URSA-MAJOR CLUSTER,MORPHOLOGICAL TYPE DEPENDENCE,STAR-FORMING GALAXIES,H I,ILLUSTRISTNG SIMULATIONS,DISC GALAXIES,STELLAR MASS,MOLECULAR-HYDROGEN}},
  language     = {{eng}},
  pages        = {{15}},
  title        = {{The multi-wavelength Tully-Fisher relation in the TNG50 cosmological simulation}},
  url          = {{http://doi.org/10.1051/0004-6361/202453417}},
  volume       = {{696}},
  year         = {{2025}},
}

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