Photometric Redshift Forecast for 7-Dimensional Sky Survey
Abstract
We investigate the expected accuracy of redshifts that can be obtained using low-resolution spectroscopic (medium-band) data from the 7-Dimensional Sky Survey (7DS). By leveraging 40 densely sampled filters with widths of full width at half maximum (FWHM) = 25 nm, we create 7DS mock catalogs and estimate the redshift accuracy for three 7DS main surveys: Wide-field Time-Domain Survey (WTS), Intensive Monitoring Survey (IMS), and Reference Image Survey (RIS). Using photometric redshifts calculated from EAZY, we find that the five-year WTS provides reliable photometric redshifts with an normalized median absolute deviation () ranging from 0.003 to 0.007 and a catastrophic failure fraction ({\eta}) from 0.8% to 8.1% at . The spectral resolution R ~ 50 of the medium-band dataset effectively captures the 4000 {\AA} break and various emission lines. We also explore the synergy with data obtained from Pan-STARRS1, VIKING, and SPHEREx surveys. Combining the SPHEREx all-sky data with WTS significantly improves the accuracy of photometric redshift estimates, achieving {\eta} = 0.4% and = 0.004 for fainter sources at higher redshifts. The additional near-IR information provided by SPHEREx and VIKING plays an essential role in resolving degeneracies between low and high redshifts. We also observe color excesses by subtracting adjacent broad-band data, which improves the confinement of photometric redshifts and aids in the detection of strong emission line galaxies.
Cite
@article{arxiv.2509.22165,
title = {Photometric Redshift Forecast for 7-Dimensional Sky Survey},
author = {Eunhee Ko and Myungshin Im and Yujin Yang and Ji Hoon Kim and Seong-Kook Lee and Gregory S. -H. Paek},
journal= {arXiv preprint arXiv:2509.22165},
year = {2025}
}
Comments
25 pages, 11 figures, Accepted for publication in ApJ