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Automated Redshift estimation from X-ray AGN spectra: Obtaining Representative AGN Spectral Shapes from nearby AGN

Authors: Koushika.V.P; Corral, Amalia; Carrera, Francisco J; Akylas, Thanassis; Georgakakis, Antonis; Laloux, Brivael; Ruiz, Angel;

Automated Redshift estimation from X-ray AGN spectra: Obtaining Representative AGN Spectral Shapes from nearby AGN

Abstract

Spectroscopic redshift extraction is an expensive process. In this work, we have attempted to extract redshift information solely from the X-ray AGN spectra by employing an automated method. For this purpose, we have used highly quality NuSTAR hard X-ray spectra to obtain a set of models that best represent the X-ray spectral shape of AGN. We have used UXCLUMPY, a relatively new clumpy torus model that allows for self-consistent multi-wavelength analyses. The models were then used to simulate spectra with Athena WFI response matrices in the redshift range of 1 - 4, Luminosity LX (2−10keV) = 1 x 10^44 , 5 × 10^44 , 1 x 10^45 erg/s and exposure time of 1 Ms. These simulated spectra were then passed on to a classical automated redshift estimating algorithm to recover the redshifts. Our preliminary results show that redshifts can be recovered within 5% for upto 50% of the sample simulations.

Keywords

WFI, Spectral Redshifts, Athena WFI, X-ray Redshifts

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popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
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