Astronomy and Astrophysics · 2023 · 56 citations · 84 references
Natural SciencesAstronomyPhysicsAstrophysicsExtragalactic AstronomyObservational AstronomyExtragalactic Gamma-ray AstronomyExtragalactic Infrared AstronomyGalactic DiskGalaxy MorphologyObservational CosmologyRedshift SurveysConvolutional Neural NetworksElliptical Galaxy MorphologyGalaxy ClassificationHigh-redshift GalaxiesHigh-redshift Galaxy SurveysInfrared Galaxy SurveysInfrared Morphologies Of GalaxiesLarge-scale Galaxy Surveys
Context. The James Webb Space Telescope’s (JWST’s) unprecedented combination of sensitivity, spatial resolution, and infrared coverage has enabled a new era of galaxy morphology exploration across most of cosmic history. Aims. We analyze the near-infrared (NIR ∼ 0.8 − 1 μm) rest-frame morphologies of galaxies with log M * / M ⊙ > 9 in the redshift range of 0 < z < 6, compare with previous HST-based results and release the first JWST-based morphological catalog of ∼20 000 galaxies in the CEERS survey. Methods. We classified the galaxies in our sample into four main broad classes: spheroid, disk+spheroid, disk, and disturbed, based on imaging with four filters: F 150 W , F 200 W , F 356 W , and F 444 W . We used convolutional neural networks (CNNs) trained on HST/WFC3 labeled images and domain-adapted to JWST/NIRCam. Results. We find that ∼90% and ∼75% of galaxies at z < 3 have the same early and late and regular and irregular classification, respectively, in JWST and HST imaging when considering similar wavelengths. For small (large) and faint objects, JWST-based classifications tend to systematically present less bulge-dominated systems (peculiar galaxies) than HST-based ones, but the impact on the reported evolution of morphological fractions is less than ∼10%. Using JWST-based morphologies at the same rest-frame wavelength (∼0.8 − 1 μm), we confirm an increase in peculiar galaxies and a decrease in bulge-dominated galaxies with redshift, as reported in previous HST-based works, suggesting that the stellar mass distribution, in addition to light distribution, is more disturbed in the early Universe. However, we find that undisturbed disk-like systems already dominate the high-mass end of the late-type galaxy population (log M * / M ⊙ > 10.5) at z ∼ 5, and bulge-dominated galaxies also exist at these early epochs, confirming a rich and evolved morphological diversity of galaxies ∼1 Gyr after the Big Bang. Finally, we find that the morphology-quenching relation is already in place for massive galaxies at z > 3, with massive quiescent galaxies (log M * / M ⊙ > 10.5) being predominantly bulge-dominated.
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<i>Planck</i>2013 results. XVI. Cosmological parameters
P. A. R. Ade, N. Aghanim, C. Armitage-Caplan et al. · Astronomy and Astrophysics · 2014 · 6.6K citations · Full text
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Daniela Calzetti, L. Armus, R. C. Bohlin et al. · The Astrophysical Journal · 2000 · 5.7K citations · Full text
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