The inclination of galaxies induces both reddening and extinction to their observed spectral energy distribution, which in turn impact the derived properties of the galaxies. Here we report a significant dependence of the error in photometric redshift (photo-z) on the inclination of disk galaxies from the Sloan Digital Sky Survey. The bias in the photo-z based on the template-fitting approach increases from −0.015 in face-on to 0.021 in edge-on galaxies. A Principal Component Analysis on the full sample of photometry reveals the inclination of the galaxies to be represented by the second mode. The corresponding eigenspectrum resembles an extinction curve. The isolation of the inclination effect in a low-order mode demonstrates the significant reddening induced on the observed colors, leading to the over-estimated photo-z in galaxies of high inclinations. We present approaches to correct the photo-z and the other properties of the disk galaxies against the inclination effect.Key words: galaxies: fundamental parameters -methods: data analysis Online-only material: color figures
MOTIVATIONThe inclination of galaxies has been used as a tool to infer the opacity of disk galaxies (e.g., Holmberg 1958;Disney et al. 1989;Valentijn 1990;Huizinga & van Albada 1992;Davies et al. 1993;Giovanelli et al. 1994;Boselli & Gavazzi 1994;Davies & Burstein 1995). The effect of the inclination on disk galaxies is twofold: the reddening and the extinction on its spectral energy distribution, supported by many of the recent studies based on large samples of galaxies (e.g., Masters et al. 2003Masters et al. , 2010Driver et al. 2007;Shao et al. 2007;Bailin & Harris 2008;Unterborn & Ryden 2008;Padilla & Strauss 2008;Maller et al. 2009;Yip et al. 2010;Conroy et al. 2010). If these effects are not corrected for, one would expect an impact on the derived properties of the galaxies. One such property is the photometric redshift (photoz) of a galaxy, because it relies on the observed colors and magnitudes (e.g., Koo 1985;Connolly et al. 1995a) of the galaxy.Many panoramic sky surveys will measure primarily broadband photometry of galaxies. Considering how the distance to a galaxy has an influence from the inferred properties of the galaxy to the large-scale structures in the universe, the correct estimation of the photo-z of galaxies is of utmost importance. Studies in cosmology are also impacted by the accuracy in the redshift of galaxies of various inclinations. Notably, Marinoni & Buzzi (2010) have recently constrained dark energy content with statistics of the inclination of galaxies in pairs where the redshifts are known. We therefore explore and quantify in this work the dependence of the error in the photo-z on the inclination of disk galaxies. Among all of the Hubble morphological types, the geometry of disk galaxies deviates substantially from the spherical symmetry. One would expect a relatively large amplitude in any inclination-dependent effect.We present the sample of disk galaxies in Section 2. We quantify the photo-z err...