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Massarotti, M., Iovino, A., Buzzoni, A., Valls-Gabaud, D.:
"New insights on the accuracy of photometric redshift measurements",
2001, Astron. Astrophys., 380, 425

Summary:
The Hubble Deep Field North, supplemented by new HDF South redshift data, is used to study the residual distribution between photometric and spectroscopic redshift estimates in the range 0 < z_spec < 6. Model libraries are found to provide a good description of the galaxy population at z_spec < 1.5, while the match of z_spec > 2.0 observations requires to account for dust absorption by the interstellar and intergalactic media.



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Figure 1 - Comparison between spectroscopic and photometric redshifts according to different template libraries (see the text for acronyms). The solid line is for Δ z = 0.0. Note the different scale for panel "d".
Figure 2 - The deficit D_A in quasars fluxes due to the accumulated absorption of the Lyα forest. The dashed line is obtained by describing the IGM opacity according to the prescriptions by Madau (1995), while the dotted line are those by Scott et al. (2000). The solid line is the model adopted in this paper. References for the data points are indicated. The small difference between the Madau values of D_A and ours at z > 4 is due to the contribution of Ly limit systems (Madau 1995, Eq. (13)), which was not included in Madau's formulation.
Figure 3 - Comparison between spectroscopic and photometric redshifts at z_spec ≤ 2. Panel "a": the IGM opacity follows the prescription by Madau (1995); panel "b": by Scott et al. (2000); panel "c": the formulation discussed in this paper. The solid line is for Δ z = 0.0. It should be noted that when the Scott et al. (2000) results are adopted, the IGM opacity is underestimated at z > 3.5, and, as a consequence, photometric redshifts overestimate the spectroscopic ones.
Figure 4 - Observed colors of U drop-out galaxies (triangles), galaxies with spectroscopic redshifts in the range 2 < z < 2.5 (filled squares), and model colors of starburst galaxies in the redshift range 2 < z < 3.5 (see the text for details). Dashed lines show the color evolution of templates for increasing redshift (from bottom to top) at E(B-V) = 0.0, 0.2, 0.4 (from left to right). Solid lines define reddening vectors at z = 2.0, 2.5, 3.0, 3.5 (from bottom to top), that is, the loci of templates at fixed redshift with variable amounts of dust. The dotted line corresponds to B_450 − V_606 = V_606 − I_814.
Figure 5 - Differential dust absorption (for E(B-V) = 0.2) according to Calzetti's law (solid line), a superposition of Calzetti's law with a 2175 A bump of amplitude α = 0.25 (dashed line), and the Seaton (1979) extinction curve for the Milky Way (dotted line).
Figure 6 - Observed colors of spectroscopic galaxies (squares) and model colors of starburst galaxies in the redshift range 2 < z < 2.5. Dashed lines and solid lines have the same meaning as in Fig. 4, but in this case reddening in colors due to dust absorption is obtained superimposing on Calzetti's law a 2175 A bump with amplitude α = 0.25. Again, the dotted line corresponds to B_450 − V_606 = V_606 − I_814. As a consequence of the rotation of the reddening vectors, model colors are able to describe galaxy colors with (B_450 − V_606) < (V_606 − I_814).
Figure 7 - Comparison between spectroscopic redshifts and photometric estimates obtained with the BUZ library plus Leitherer et al. (1999) models in the entire redshift interval 0 < z < 6. At z_spec ≥ 2, the ISM and IGM opacities follow the rules introduced in this work. The solid line is for Δ z = 0.0.
Figure 8 - The distribution of residuals between z_spec and z_phot, normalized to (1+z_spec).
Figure 9 - The redshift distribution of HDFN galaxies.



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