A&A, in press, 25 pages, 8 figures
We investigate the properties of cool cores in an optimally selected sample of 37 massive and X-ray-bright galaxy clusters, with regular morphologies, observed with Chandra. We measured the density, temperature, and abundance radial profiles of their intracluster medium (ICM). From these independent quantities, we computed the cooling (tcool) free-fall (tff), and turbulence (teddy) timescales as a function of radius. By requiring the profile-crossing condition, tcool=teddy=1, we measured the cool-core condensation radius Rccc, within which the balancing feeding and feedback processes generate the turbulent condensation rain and related chaotic cold accretion (CCA). We also constrained the complementary (quenched) cooling flow radius Rqcf, obtained via the condition tcool=25Xtff, that encompasses the region of thermally unstable cooling. We find that in our cluster sample and in the limited redshift range considered (1.3E14<M500<16.6E14 Msun, 0.03<z<0.29), the distribution of Rccc peaks at 0.01r500 and the entire range remains below 0.07r500, with a very weak increase with redshift and no dependence on the cluster mass. We find that Rqcf is typically 3 times larger than Rccc, with a wider distribution, and growing more slowly along Rccc, according to an average relation Rqcf~Rccc^(0.46), with a large intrinsic scatter. We suggest that this sublinear relation can be understood as an effect of the micro rain of pockets of cooled gas flickering in the turbulent ICM, whose dynamical and thermodynamical properties are referred to as "macro weather". Substituting the classical cool-core radius R(7.7Gyr), we propose that Rqcf is an indicator of the size of the global cores tied to the long-term macro weather, with the inner Rccc closely tracing the effective condensation rain and chaotic cold accretion (CCA) zone that feeds the central supermassive black hole.
Accepted for publication in Astronomy & Astrophysics. Abstract shortened for arXiv. Tables containing the classifications and features for the ZTF g and r bands, and the labeled sets will be available at CDS. Individual catalogs per class and band, as well as the labeled set catalogs, can be downloaded at Zenodo DOI:10.5281/zenodo.7826045
We present a variability, color and morphology based classifier, designed to identify transients, persistently variable, and non-variable sources, from the Zwicky Transient Facility (ZTF) Data Release 11 (DR11) light curves of extended and point sources. The main motivation to develop this model was to identify active galactic nuclei (AGN) at different redshift ranges to be observed by the 4MOST ChANGES project. Still, it serves as a more general time-domain astronomy study. The model uses nine colors computed from CatWISE and PS1, a morphology score from PS1, and 61 single-band variability features computed from the ZTF DR11 g and r light curves. We trained two versions of the model, one for each ZTF band. We used a hierarchical local classifier per parent node approach, where each node was composed of a balanced random forest model. We adopted a 17-class taxonomy, including non-variable stars and galaxies, three transient classes, five classes of stochastic variables, and seven classes of periodic variables. The macro averaged precision, recall and F1-score are 0.61, 0.75, and 0.62 for the g-band model, and 0.60, 0.74, and 0.61, for the r-band model. When grouping the four AGN classes into one single class, its precision, recall, and F1-score are 1.00, 0.95, and 0.97, respectively, for both the g and r bands. We applied the model to all the sources in the ZTF/4MOST overlapping sky, avoiding ZTF fields covering the Galactic bulge, including 86,576,577 light curves in the g-band and 140,409,824 in the r-band. Only 0.73\% of the g-band light curves and 2.62\% of the r-band light curves were classified as stochastic, periodic, or transient with high probability ($P_{init}\geq0.9$). We found that, in general, more reliable results are obtained when using the g-band model. Using the latter, we identified 384,242 AGN candidates, 287,156 of which have $P_{init}\geq0.9$.
13 pages, 4 appendices; submitted to AAS Journals
4 pages, 1 figure. Accepted for publication to Memorie della SAIt for the Proceedings of the European Astronomical Society 2022 (EAS 2022) Annual Meeting Symposium S3 "The Dark matter multi-messenger challenge"
6 pages, 10 figures, accepted for publication in MNRAS Letter
Submitted to A&A. Comments are welcome
Submitted to A&A. 13 pages, 9 figures
Accepted for publication in The Astrophysical Journal, 26 pages, 10 figures, 3 tables
19 pages, 13 figures, accepted for publication in ApJ
9 pages, 4 figures, 5 tables, submitted for publication in MNRAS
16 pages, 15 figures, 1 table, submitted to MNRAS
38 pages, 26 figures. Accepted by AJ
14 pages, 6 figures. Accepted for publication in Physics of Atomic Nuclei, volume 86 (2023)
23 pages, 13 figures, to be published in Astrophysical Journal
12 pages, 13 figures, accepted for publication in the Journal of the AAVSO
14 pages, 8 figures
22 pages. Accepted to the Astrophysical Journal
25 pages, 19 figures, accepted for publication in Astronomy & Astrophysics
Submitted to ApJ after minor comments
12 pages, 12 figures, 1 table; Accepted to MNRAS
12 pages
27 pages, 7 figures
12 pages, 4 figures, 2 tables, Accepted for publication in ApJ
15 pages, 11 figures; comments welcome!
Accepted for publication in Astronomy & Astrophysics
8 pages, 4 figures, one appendix with 3 tables; Will be submitted to MNRAS, comments welcome
7 pages, 1 figure, accepted version for the proceedings of the 'Black Hole Accretion Under the X-ray Microscope' Meeting held at ESAC in June 2022. Publisher : Astronomische Nachrichten
12 pages, 5 figures, accepted for publication in Res. Astron. Astrophys
20 pages, 8 figures. Published in MNRAS
10 pages, 11 figures, Accepted for publication in ApJ
22 pages, 21 figures, to be submitted to ApJ
Accepted for publication in A&A
15 pages, 10 figures, submitted to Monthly Notices of Royal Astronomical Society
15 pages, 12 figures, submitted to A&A
14 pages, 6 figures, 4 tables. Submitted to A&A, comments welcome
16 pages, 7 figures. Abstract shortened to adhere to ArXiv limit
9 pages, 10 figures, 1 table. Accepted for publication in MNRAS
Submitted to ApJ Letters
11 pages, 4 figures. Comments are very welcome
18 pages, submitted to A&A Main Journal. Comments are welcome
21 pages, 12 figures, 4 tables; Data products and the associated codes can be downloaded from this https URL ; to be submitted to ApJ; Comments welcome
12 pages, 8 figures. Accepted for publication in MNRAS
7 pages + appendix, 5 figures
15 pages, 10 figures, comments welcome
14 pages
9 pages, no figure, version for journal publication
10 pages, 8 figures, 2 tables
20 pages, 6 figures. Comments are welcome. arXiv admin note: text overlap with arXiv:2110.13516
15 pages, 5 captioned figures
6 pages, 3 tables, and 1 figure
20 pages, 7 figures