Performance of photometric template fitting for ultra-high-redshift galaxies
Abstract
The James Webb Space Telescope (JWST) has enabled the discovery of a significant population of galaxies at z > 10. Our understanding of the astrophysical properties of these galaxies relies on fitting templates developed using models predicting the differences between these first galaxies and lower-redshift counterparts. In this work, tests are performed on several of these high-redshift template sets in order to determine how successful they are at predicting both photometric redshifts and full spectral energy distributions (SEDs). Our work shows that the best templates for photometric redshift estimation differ from the best templates for predicting the full SED. Overall, some templates perform adequately at photometric redshift estimation, while all are generally poor predictors of the full SED. A few objects in particular are poorly fit by all the template sets tested. We conclude that although photometric redshifts can be reliable when given a high enough observational depth and adequate filters, models are not yet able to produce robust astrophysical properties for these ultra-high-redshift galaxies.
Copyright and License
© The Authors 2025. Open Access article, published by EDP Sciences, under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
Acknowledgement
The authors would like to thank Charlie Lind-Thomsen, Gabriel Brammer, Gustav Lindstad, Harley Katz, Jack Turner, Nathan Adams, Martin Rey, Ryan Endsley, and Stephen Wilkins for helpful comments, and Vadim Rusakov for code contributions. Some of the data products presented herein were retrieved from the Dawn JWST Archive (DJA). DJA is an initiative of the Cosmic Dawn Center (DAWN), which is funded by the Danish National Research Foundation under grant DNRF140. The Cosmic Dawn Center (DAWN) is funded by the Danish National Research Foundation under grant no. 140. C.S. was supported by research grants (VIL16599, VIL54489) from VILLUM FONDEN.
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Additional details
Related works
- Is new version of
- Discussion Paper: arXiv:2412.01893 (arXiv)
Funding
- Danish National Research Foundation
- DNRF140
- Villum Fonden
- VIL16599
- Villum Fonden
- VIL54489
Dates
- Accepted
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2025-03-17
- Available
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2025-05-16Published online