Structured Variational Inference for Simulating Populations of Radio Galaxies

ArXiv 2102.01007 (2021)

Authors:

David J Bastien, Anna MM Scaife, Hongming Tang, Micah Bowles, Fiona Porter

Attention-gating for improved radio galaxy classification

Monthly Notices of the Royal Astronomical Society Oxford University Press (OUP) 501:3 (2021) 4579-4595

Authors:

Micah Bowles, Anna MM Scaife, Fiona Porter, Hongming Tang, David J Bastien

Attention-gating for improved radio galaxy classification

ArXiv 2012.01248 (2020)

Authors:

Micah Bowles, Anna MM Scaife, Fiona Porter, Hongming Tang, David J Bastien

A Spitzer survey of Deep Drilling Fields to be targeted by the Vera C. Rubin Observatory Legacy Survey of Space and Time

Monthly Notices of the Royal Astronomical Society Oxford University Press (OUP) (2020)

Authors:

M Lacy, Ja Surace, D Farrah, K Nyland, J Afonso, Wn Brandt, Dl Clements, Cdp Lagos, C Maraston, J Pforr, A Sajina, M Sako, M Vaccari, G Wilson, Dr Ballantyne, Wa Barkhouse, R Brunner, R Cane, Te Clarke, M Cooper, A Cooray, G Covone, C D'Andrea, Ae Evrard, V Gonzalez-Perez

Abstract:

The Vera C. Rubin Observatory Legacy Survey of Space and Time (LSST) will observe several Deep Drilling Fields (DDFs) to a greater depth and with a more rapid cadence than the main survey. In this paper, we describe the ``DeepDrill'' survey, which used the Spitzer Space Telescope Infrared Array Camera (IRAC) to observe three of the four currently defined DDFs in two bands, centered on 3.6 $\mu$m and 4.5 $\mu$m. These observations expand the area which was covered by an earlier set of observations in these three fields by the Spitzer Extragalactic Representative Volume Survey (SERVS). The combined DeepDrill and SERVS data cover the footprints of the LSST DDFs in the Extended Chandra Deep Field-South field (ECDFS), the ELAIS-S1 field (ES1), and the XMM Large-Scale Structure Survey field (XMM-LSS). The observations reach an approximate $5\sigma$ point-source depth of 2 $\mu$Jy (corresponding to an AB magnitude of 23.1; sufficient to detect a 10$^{11} M_{\odot}$ galaxy out to $z\approx 5$) in each of the two bands over a total area of $\approx 29\,$deg$^2$. The dual-band catalogues contain a total of 2.35 million sources. In this paper we describe the observations and data products from the survey, and an overview of the properties of galaxies in the survey. We compare the source counts to predictions from the SHARK semi-analytic model of galaxy formation. We also identify a population of sources with extremely red ([3.6]$-$[4.5] $>1.2$) colours which we show mostly consists of highly-obscured active galactic nuclei.

A Spitzer survey of Deep Drilling Fields to be targeted by the Vera C. Rubin Observatory Legacy Survey of Space and Time

(2020)

Authors:

M Lacy, JA Surace, D Farrah, K Nyland, J Afonso, WN Brandt, DL Clements, CDP Lagos, C Maraston, J Pforr, A Sajina, M Sako, M Vaccari, G Wilson, DR Ballantyne, WA Barkhouse, R Brunner, R Cane, TE Clarke, M Cooper, A Cooray, G Covone, C D'Andrea, AE Evrard, HC Ferguson, J Frieman, V Gonzalez-Perez, R Gupta, E Hatziminaoglou, J Huang, P Jagannathan, MJ Jarvis, KM Jones, A Kimball, C Lidman, L Lubin, L Marchetti, P Martini, RG McMahon, S Mei, H Messias, EJ Murphy, JA Newman, R Nichol, RP Norris, S Oliver, I Perez-Fournon, WM Peters, M Pierre, E Polisensky, GT Richards, SE Ridgway, HJA Röttgering, N Seymour, R Shirley, R Somerville, MA Strauss, N Suntzeff, PA Thorman, E van Kampen, A Verma, R Wechsler, WM Wood-Vasey