Empirically-Driven Multiwavelength K-corrections At Low Redshift
arXiv:2212.03263 · doi:10.1093/mnras/stad2369
Abstract
K-corrections, conversions between flux in observed bands to flux in rest-frame bands, are critical for comparing galaxies at various redshifts. These corrections often rely on fits to empirical or theoretical spectral energy distribution (SED) templates of galaxies. However, the templates limit reliable K-corrections to regimes where SED models are robust. For instance, the templates are not well-constrained in some bands (e.g., WISE W4), which results in ill-determined K-corrections for these bands. We address this shortcoming by developing an empirically-driven approach to K-corrections as a means to mitigate dependence on SED templates. We perform a polynomial fit for the K-correction as a function of a galaxy's rest-frame color determined in well-constrained bands (e.g., rest-frame (g-r)) and redshift, exploiting the fact that galaxy SEDs can be described as a one parameter family at low redshift (0.01 < z < 0.09). For bands well-constrained by SED templates, our empirically-driven K-corrections are comparable to the SED fitting method of Kcorrect and SED template fitting employed in the GSWLC-M2 catalogue (the updated medium-deep GALEX-SDSS-WISE Legacy Catalogue). However, our method dramatically outperforms the available SED fitting K-corrections for WISE W4. Our method also mitigates incorrect template assumptions and enforces the K-correction to be 0 at z = 0. Our K-corrected photometry and code are publicly available.
arXiv comment15 pages, 9 figures, submitted to MNRAS
References in corpus (40)
- SciPy 1.0--Fundamental Algorithms for Scientific Computing in Python
- The NumPy array: a structure for efficient numerical computation
- Stellar population synthesis at the resolution of 2003
- The Wide-field Infrared Survey Explorer (WISE): Mission Description and Initial On-orbit Performance
- The Origin of the Mass--Metallicity Relation: Insights from 53,000 Star-Forming Galaxies in the SDSS
- The physical properties of star forming galaxies in the low redshift universe
- Theoretical Modeling of Starburst Galaxies
- The Galaxy Evolution Explorer: A Space Ultraviolet Survey Mission
- Stellar Masses and Star Formation Histories for 10^5 Galaxies from the Sloan Digital Sky Survey
- Evolutionary population synthesis: models, analysis of the ingredients and application to high-z galaxies
- K-corrections and filter transformations in the ultraviolet, optical, and near infrared
- UV Star Formation Rates in the Local Universe
- CIGALE: a python Code Investigating GALaxy Emission
- Nearly 5000 Distant Early-Type Galaxies in COMBO-17: a Red Sequence and its Evolution since z~1
- The Tenth Data Release of the Sloan Digital Sky Survey: First Spectroscopic Data from the SDSS-III Apache Point Observatory Galactic Evolution Experiment
- Modeling the Panchromatic Spectral Energy Distributions of Galaxies
- The DEEP2 Galaxy Redshift Survey: Design, Observations, Data Reduction, and Redshifts
- Dust Attenuation Curves in the Local Universe: Demographics and New Laws for Star-forming Galaxies and High-redshift Analogs
- Estimating Fixed Frame Galaxy Magnitudes in the SDSS
- GALEX-SDSS-WISE Legacy Catalog (GSWLC): Star Formation Rates, Stellar Masses and Dust Attenuations of 700,000 Low-redshift Galaxies
- The DEEP2 Galaxy Redshift Survey: The Galaxy Luminosity Function to z ~ 1
- The Evolving Luminosity Function of Red Galaxies
- Analytical approximations of K-corrections in optical and near-infrared bands
- An Atlas of Galaxy Spectral Energy Distributions from the Ultraviolet to the Mid-Infrared
- Galaxy And Mass Assembly (GAMA): Mid-Infrared Properties and Empirical Relations from
- WISE photometry for 400 million SDSS sources
- Spectral Classification of Galaxies: An Orthogonal Approach
- Photometric redshifts for the SDSS Data Release 12
- Galaxy and Mass Assembly (GAMA): Exploring the WISE Cosmic Web in G12
- Unveiling the Milky Way: A New Technique for Determining the Optical Color and Luminosity of our Galaxy
- The DEEP2 Galaxy Redshift Survey: Spectral classification of galaxies at z~1
- Galaxy spectral parameterisation in the 2dF Galaxy Redshift Survey as a diagnostic of star formation history
- Reducing the Dimensionality of Data: Locally Linear Embedding of Sloan Galaxy Spectra
- Photometric redshifts and K-corrections for Sloan Digital Sky Survey Seven Data Release
- On the recovery of galaxy properties from SED fitting solutions
- Empirical optical k-Corrections for redshifts <= 0.7
- Do galaxies form a spectroscopic sequence?
- Constraining the Milky Way's Ultraviolet to Infrared SED with Gaussian Process Regression
- An accurate new method of calculating absolute magnitudes and K-corrections applied to the Sloan filter set
- How the spectral energy distribution and galaxy morphology constrain each other, with application to morphological selection using galaxy colours