%0 Generic %1 yang2022fitting %A Yang, Guang %A Boquien, Médéric %A Brandt, William N. %A Buat, Véronique %A Burgarella, Denis %A Ciesla, Laure %A Lehmer, Bret D. %A Małek, Katarzyna E. %A Mountrichas, George %A Papovich, Casey %A Pons, Estelle %A Stalevski, Marko %A Theulé, Patrice %A Zhu, Shifu %D 2022 %K library %T Fitting AGN/galaxy X-ray-to-radio SEDs with CIGALE and improvement of the code %U http://arxiv.org/abs/2201.03718 %X Modern and future surveys effectively provide a panchromatic view for large numbers of extragalactic objects. Consistently modeling these multiwavelength survey data is a critical but challenging task for extragalactic studies. The Code Investigating GALaxy Emission (CIGALE) is an efficient PYTHON code for spectral energy distribution (SED) fitting of galaxies and active galactic nuclei (AGNs). Recently, a major extension of CIGALE (named X-CIGALE) has been developed to account for AGN/galaxy X-ray emission and improve AGN modeling at UV-to-IR wavelengths. Here, we apply X-CIGALE to different samples, including COSMOS spectroscopic type 2 AGNs, CDF-S X-ray detected normal galaxies, SDSS quasars, and COSMOS radio objects. From these tests, we identify several weaknesses of X-CIGALE and improve the code accordingly. These improvements are mainly related to AGN intrinsic X-ray anisotropy, X-ray binary emission, AGN accretion-disk SED shape, and AGN radio emission. These updates improve the fit quality and allow new interpretation of the results, based on which we discuss physical implications. For example, we find that AGN intrinsic X-ray anisotropy is moderate, and can be modeled as $L_X(þeta) 1+þeta$, where $þeta$ is the viewing angle measured from the AGN axis. We merge the new code into the major branch of CIGALE, and publicly release this new version as CIGALE v2022.0 on https://cigale.lam.fr

@misc{yang2022fitting, abstract = {Modern and future surveys effectively provide a panchromatic view for large numbers of extragalactic objects. Consistently modeling these multiwavelength survey data is a critical but challenging task for extragalactic studies. The Code Investigating GALaxy Emission (CIGALE) is an efficient PYTHON code for spectral energy distribution (SED) fitting of galaxies and active galactic nuclei (AGNs). Recently, a major extension of CIGALE (named X-CIGALE) has been developed to account for AGN/galaxy X-ray emission and improve AGN modeling at UV-to-IR wavelengths. Here, we apply X-CIGALE to different samples, including COSMOS spectroscopic type 2 AGNs, CDF-S X-ray detected normal galaxies, SDSS quasars, and COSMOS radio objects. From these tests, we identify several weaknesses of X-CIGALE and improve the code accordingly. These improvements are mainly related to AGN intrinsic X-ray anisotropy, X-ray binary emission, AGN accretion-disk SED shape, and AGN radio emission. These updates improve the fit quality and allow new interpretation of the results, based on which we discuss physical implications. For example, we find that AGN intrinsic X-ray anisotropy is moderate, and can be modeled as $L_X(\theta) \propto 1+\cos \theta$, where $\theta$ is the viewing angle measured from the AGN axis. We merge the new code into the major branch of CIGALE, and publicly release this new version as CIGALE v2022.0 on https://cigale.lam.fr}, added-at = {2022-01-12T05:42:20.000+0100}, author = {Yang, Guang and Boquien, Médéric and Brandt, William N. and Buat, Véronique and Burgarella, Denis and Ciesla, Laure and Lehmer, Bret D. and Małek, Katarzyna E. and Mountrichas, George and Papovich, Casey and Pons, Estelle and Stalevski, Marko and Theulé, Patrice and Zhu, Shifu}, biburl = {https://www.bibsonomy.org/bibtex/24adb2d04eed99b52579a86e11427b9bb/gpkulkarni}, description = {Fitting AGN/galaxy X-ray-to-radio SEDs with CIGALE and improvement of the code}, interhash = {d33281f14b7c1832e6970dbaaff2d360}, intrahash = {4adb2d04eed99b52579a86e11427b9bb}, keywords = {library}, note = {cite arxiv:2201.03718Comment: ApJ accepted. The code is available at https://cigale.lam.fr/news/}, timestamp = {2022-01-12T05:42:20.000+0100}, title = {Fitting AGN/galaxy X-ray-to-radio SEDs with CIGALE and improvement of the code}, url = {http://arxiv.org/abs/2201.03718}, year = 2022 }