28 pages, 13 figures, 6 tables, accepted for publication in ApJ. The complete Abstract is presented in the manuscript
We present spectroscopic confirmation of two new massive galaxy protoclusters at $z=2.24\pm0.02$, BOSS1244 and BOSS1542, traced by groups of Coherently Strong Ly$\alpha$ Absorption (CoSLA) systems imprinted in the absorption spectra of a number of quasars from the SDSS III and identified as overdensities of narrowband-selected H$\alpha$ emitters (HAEs). Using MMT/MMIRS and LBT/LUCI near-infrared (NIR) spectroscopy, we confirm 46 and 36 HAEs in the BOSS1244 and BOSS1542 fields, respectively. BOSS1244 displays a South-West (SW) component at $z=2.230\pm0.002$ and another North-East (NE) component at $z=2.246\pm0.001$ with the line-of-sight velocity dispersions of $405\pm202$ km s$^{-1}$ and $377\pm99$ km s$^{-1}$, respectively. Interestingly, we find that the SW region of BOSS1244 contains two substructures in redshift space, likely merging to form a larger system. In contrast, BOSS1542 exhibits an extended filamentary structure with a low velocity dispersion of $247\pm32$ km s$^{-1}$ at $z=2.241\pm0.001$, providing a direct confirmation of a large-scale cosmic web in the early Universe. The galaxy overdensities $\delta_{\rm g}$ on the scale of 15 cMpc are $22.9\pm4.9$, $10.9\pm2.5$, and $20.5\pm3.9$ for the BOSS1244 SW, BOSS1244 NE, and BOSS1542 filament, respectively. They are the most overdense galaxy protoclusters ($\delta_{\rm g}>20$) discovered to date at $z>2$. These systems are expected to become virialized at $z\sim0$ with a total mass of $M_{\rm SW}=(1.59\pm0.20)\times10^{15}$ $M_{\odot}$, $M_{\rm NE} =(0.83\pm0.11)\times10^{15}$ $M_{\odot}$ and $M_{\rm filament}=(1.42\pm0.18)\times10^{15}$ $M_{\odot}$, respectively. Together with BOSS1441 described in Cai et al. (2017a), these extremely massive overdensities at $z=2-3$ exhibit different morphologies, indicating that they are in different assembly stages in the formation of early galaxy clusters.
Accepted to AJ. 20 pages, 10 figures, 3 tables
We analyze existing measurements of [Fe/H] and [$\alpha$/Fe] for individual red giant branch (RGB) stars in the Giant Stellar Stream (GSS) of M31 to determine whether spatial abundance gradients are present. These measurements were obtained from low- ($R \sim 3000$) and moderate- ($R \sim 6000$) resolution Keck/DEIMOS spectroscopy using spectral synthesis techniques as part of the Elemental Abundances in M31 survey. From a sample of 62 RGB stars spanning the GSS at 17, 22, and 33 projected kpc, we measure a [Fe/H] gradient of $-$0.018 $\pm$ 0.003 dex kpc$^{-1}$ and negligible [$\alpha$/Fe] gradient with M31-centric radius. We investigate GSS abundance patterns in the outer halo using additional [Fe/H] and [$\alpha$/Fe] measurements for 6 RGB stars located along the stream at 45 and 58 projected kpc. These abundances provide tentative evidence that the trends in [Fe/H] and [$\alpha$/Fe] beyond 40 kpc in the GSS are consistent with those within 33 kpc. We also compare the GSS abundances to 65 RGB stars located along the possibly related Southeast (SE) shelf substructure at 12 and 18 projected kpc. The abundances of the GSS and SE shelf are consistent, supporting a common origin hypothesis, although this interpretation may be complicated by the presence of [Fe/H] gradients in the GSS. We discuss the abundance patterns in the context of photometric studies from the literature and explore implications for the properties of the GSS progenitor, suggesting that the high $\langle$[$\alpha$/Fe]$\rangle$ of the GSS (+0.40 $\pm$ 0.05 dex) favors a major merger scenario for its formation.
Submitted to MNRAS
The problem of anomaly detection in astronomical surveys is becoming increasingly important as data sets grow in size. We present the results of an unsupervised anomaly detection method using a Wasserstein generative adversarial network (WGAN) on nearly one million optical galaxy images in the Hyper Suprime-Cam (HSC) survey. The WGAN learns to generate realistic HSC-like galaxies that follow the distribution of the data set; anomalous images are defined based on a poor reconstruction by the generator and outlying features learned by the discriminator. We find that the discriminator is more attuned to potentially interesting anomalies compared to the generator, so we use the discriminator-selected images to construct a high-anomaly sample of ~13,000 objects. We propose a new approach to further characterize these anomalous images: we use a convolutional autoencoder (CAE) to reduce the dimensionality of the residual differences between the real and WGAN-reconstructed images and perform clustering on these. We report detected anomalies of interest including galaxy mergers, tidal features, and extreme star-forming galaxies. We perform follow-up spectroscopy of several of these objects, and present our findings on an unusual system which we find to most likely be a metal-poor dwarf galaxy with an extremely blue, higher-metallicity HII region. We have released a catalog with the WGAN anomaly scores; the code and catalog are available at https://github.com/kstoreyf/anomalies-GAN-HSC, and our interactive visualization tool for exploring the clustered data is at https://weirdgalaxi.es.
Accepted for publication in A&A
Comments are welcomed
9 pages, 7 figures, 1 supplemental material. To be submitted
9 pages, 5 figures, submitted to ApJL, comments welcome
6 pages, 2 figures, to appear in Physics Letters B
15 pages, 12 figures
12 pages, 11 figures, 2 tables. Accepted for publication in MNRAS
16 pages in double column format, 1 figure
13 pages, 13 figures, 4 tables. Submitted to MNRAS
Accepted for publication in MNRAS
51 pages, 37 figures, accepted for publication in MNRAS
13 pages, 12 figures, 2 tables; accepted for publication in MNRAS
17 pages, 15 figures, Accepted for publication in MNRAS
18 pages, 11 figures, 4 tables. Submitted to MNRAS, comments welcome
submitted to A&A, 12 pages, 5 figures, 4 tables
13 pages, 9 figures, to be submitted to Astronomy and Computing Journal
Submitted, comments and feedback welcome
AJ in press
62 pages, 26 figures, published in The Astrophysical Journal Letters on March 24, 2021
To be submitted to ApJ
14 pages, 8 tables, 6 figures, Accepted for publication in MNRAS
26 pages, 13 figures
accepted for publication by PASP; for a digital copy of the correction tables and the Fortran code, please contact the first author
7 pages, 1 figure
17 pages, 17 figures (accepted by MNRAS)
15 pages, 12 figures, Accepted for publication in ApJ
13 pages, 10 figures
19 pages, 8 figures, 10 tables, accepted for publication in A&A
13 pages, 9 figures
Accepted for publication in Astronomy and Astrophysics
This paper has been accepted for publication by MNRAS
13 pages, 15 figures, submitted to MNRAS
15 pages, 11 figures, submitted to A&A
15 pages, 11 figures, submitted to A&A. arXiv admin note: text overlap with arXiv:2012.09592
12 pages, 5 figures, 1 table
Accepted to ApJ
submitted to AAS journals, 11 pages
4 pages, 1 figure, comments are welcome
20 pages, 9 figures, 3 tables, accepted for publication in The Astrophysical Journal (ApJ)
accepted for publication in MNRAS, 16 pages, 10 figures and 5 tables
Accepted for publication in MNRAS
17 pages, 8 figures. Comments welcomed!
12 pages, 6 figures
9 pages including 4 figures; published in Scientific Voyage (ISSN: 2395-5546); this http URL
25 pages, 12 figures, code is available at this https URL and this https URL
23 pages, 4 figures