Photometric redshifts for GRB afterglows from GROND and Swift/UVOT
T. Kr\"uhler, P. Schady, J. Greiner, P. Afonso, E. Bottacini, C., Clemens, R. Filgas, S. Klose, T. S. Koch, A. K\"upc\"u-Yolda\c{s}, S. R., Oates, E. F. Olivares, M. J. Page, S. McBreen, M. Nardini, A. Nicuesa, Guelbenzu, A. Rau, P. W. A. Roming, A. Rossi, A. Updike

TL;DR
This paper develops a method to quickly estimate the distances to gamma-ray burst afterglows using multi-band photometry from GROND and Swift/UVOT, enabling redshift determination when spectroscopy isn't feasible.
Contribution
It introduces a new framework for deriving photometric redshifts of GRB afterglows using synthetic photometry and afterglow models, extending redshift estimates up to z~12.
Findings
Photometric redshifts can be accurate within 10% for z=1.5 to 7.
Reliable redshifts from photometry are achievable from z~1 to z~10.
The method is effective for bright, mildly reddened afterglows with quick localization.
Abstract
We present a framework to obtain photometric redshifts (photo-zs) for gamma-ray burst afterglows. Using multi-band photometry from GROND and Swift/UVOT, photo-zs are derived for five GRBs for which spectroscopic redshifts are not available. We use UV/optical/NIR data and synthetic photometry based on afterglow observations and theory to derive the photometric redshifts of GRBs and their accuracy. Taking into account the afterglow synchrotron emission properties, we investigate the application of photometry to derive redshifts in a theoretical range between z~1 and z~12. The measurement of photo-zs for GRB afterglows provides a quick, robust and reliable determination of the distance scale to the burst, particularly in those cases where spectroscopic observations in the optical/NIR range cannot be obtained. Given a sufficiently bright and mildly reddened afterglow, the relative photo-z…
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