Euclid: Calibrating photometric redshifts with spectroscopic cross-correlations
Abstract
Cosmological constraints from key probes of the Euclid imaging survey rely critically on the accurate determination of the true redshift distributions, , of tomographic redshift bins. We determine whether the mean redshift, , of ten Euclid tomographic redshift bins can be calibrated to the Euclid target uncertainties of via cross-correlation, with spectroscopic samples akin to those from the Baryon Oscillation Spectroscopic Survey (BOSS), Dark Energy Spectroscopic Instrument (DESI), and Euclid's NISP spectroscopic survey. We construct mock Euclid and spectroscopic galaxy samples from the Flagship simulation and measure small-scale clustering redshifts up to redshift with an algorithm that performs well on current galaxy survey data. The clustering measurements are then fitted to two models: one is the true with a free mean; the other a Gaussian Process modified to be restricted to non-negative values. We show that is measured in each tomographic redshift bin to an accuracy of order 0.01 or better. By measuring the clustering redshifts on subsets of the full Flagship area, we construct scaling relations that allow us to extrapolate the method performance to larger sky areas than are currently available in the mock. For the full expected Euclid, BOSS, and DESI overlap region of approximately 6000 deg, the uncertainties attainable by clustering redshifts exceeds the Euclid requirement by at least a factor of three for both models considered, although systematic biases limit the accuracy. Clustering redshifts are an extremely effective method for redshift calibration for Euclid if the sources of systematic biases can be determined and removed, or calibrated-out with sufficiently realistic simulations. We outline possible future work, in particular an extension to higher redshifts with quasar reference samples.
Keywords
Cite
@article{arxiv.2208.10503,
title = {Euclid: Calibrating photometric redshifts with spectroscopic cross-correlations},
author = {K. Naidoo and H. Johnston and B. Joachimi and J. L. van den Busch and H. Hildebrandt and O. Ilbert and O. Lahav and N. Aghanim and B. Altieri and A. Amara and M. Baldi and R. Bender and C. Bodendorf and E. Branchini and M. Brescia and J. Brinchmann and S. Camera and V. Capobianco and C. Carbone and J. Carretero and F. J. Castander and M. Castellano and S. Cavuoti and A. Cimatti and R. Cledassou and G. Congedo and C. J. Conselice and L. Conversi and Y. Copin and L. Corcione and F. Courbin and M. Cropper and A. Da Silva and H. Degaudenzi and J. Dinis and F. Dubath and X. Dupac and S. Dusini and S. Farrens and S. Ferriol and P. Fosalba and M. Frailis and E. Franceschi and P. Franzetti and M. Fumana and S. Galeotta and B. Garilli and W. Gillard and B. Gillis and C. Giocoli and A. Grazian and F. Grupp and S. V. H. Haugan and W. Holmes and F. Hormuth and A. Hornstrup and K. Jahnke and M. Kümmel and A. Kiessling and M. Kilbinger and T. Kitching and R. Kohley and H. Kurki-Suonio and S. Ligori and P. B. Lilje and I. Lloro and E. Maiorano and O. Mansutti and O. Marggraf and K. Markovic and F. Marulli and R. Massey and S. Maurogordato and M. Meneghetti and E. Merlin and G. Meylan and M. Moresco and L. Moscardini and E. Munari and R. Nakajima and S. M. Niemi and C. Padilla and S. Paltani and F. Pasian and K. Pedersen and W. J. Percival and V. Pettorino and S. Pires and G. Polenta and M. Poncet and L. Popa and L. Pozzetti and F. Raison and R. Rebolo and A. Renzi and J. Rhodes and G. Riccio and E. Romelli and C. Rosset and E. Rossetti and R. Saglia and D. Sapone and B. Sartoris and P. Schneider and A. Secroun and G. Seidel and C. Sirignano and G. Sirri and J. -L. Starck and C. Surace and P. Tallada-Crespí and A. N. Taylor and I. Tereno and R. Toledo-Moreo and F. Torradeflot and I. Tutusaus and E. A. Valentijn and L. Valenziano and T. Vassallo and Y. Wang and J. Weller and M. Wetzstein and A. Zacchei and G. Zamorani and J. Zoubian and S. Andreon and D. Maino and V. Scottez and A. H. Wright},
journal= {arXiv preprint arXiv:2208.10503},
year = {2023}
}
Comments
14 pages, 8 figures, accepted for publication in A&A