15 research outputs found
U-band Measurement of Star Formation in Cluster Galaxies
We propose to obtain deep U-band observations of 14 low-redshift (z ≤ 0.06) galaxy clusters using the WIYN 0.9m+HDI telescope/detector to complete our survey to probe star formation of galaxies in high-density environments. These observations, combined with previously obtained data of 11 clusters observed using the same telescope+detector, will give us a statistically significant sample for the Ph.D. dissertation of co-I Gihan Gamage. Clusters are selected from 57 clusters in which we have obtained deep B- and R-band data using the KPNO 0.9m+MOSA. U-band data will allow us to explore relative changes in the luminosity function for the U- and R-band as a function of cluster-centric radius. The large field-of-view of the telescope+detector will permit us to map out the spatial distribution of star forming galaxies from the core region to the outskirts. Comparing U-band observations with our R-band data will provide the necessary leverage to look for enhancements/quenching of star formation as galaxies fall into the cluster. These observations allow us to probe ~ 2 mag fainter than SDSS
Mapping Star Formation from the Core to the Outskirts of Galaxy Clusters
We propose for time to complete our u- and r-band imaging program of 30 low-redshift (z ≤ 0.03) galaxy clusters using the CTIO Blanco 4m+DECam telescope/detector combination. These data will allow us to probe star formation from the cluster core to the infall region, and complete the acquisition of observations for the Ph.D. dissertation of Gihan Gamage (University of North Dakota). The deep u- and r-band data will allow us to explore relative changes in the luminosity function, dwarf-to-giant ratio, blue fraction, and galaxy morphological type as a function of cluster-centric radius for a statistically significant sample of 30 clusters. The large field-of-view of the telescope+detector will permit us to not only map star formation out to the infall region, but also to probe dwarf galaxies using a reasonable exposure time due to the low redshift of our target sample. The comparison of u- and r-band observations will provide the necessary leverage to look for enhancements/quenching of star formation as galaxies fall into the cluster environment from the low density field region
JWST Reveals Widespread AGN-Driven Neutral Gas Outflows in Massive z ~ 2 Galaxies
We use deep JWST/NIRSpec R~1000 slit spectra of 113 galaxies at 1.7 < z <
3.5, selected from the mass-complete Blue Jay survey, to investigate the
prevalence and typical properties of neutral gas outflows at cosmic noon. We
detect excess Na I D absorption (beyond the stellar contribution) in 46% of
massive galaxies ( M/M 10), with similar incidence rates in
star-forming and quenching systems. Half of the absorption profiles are
blueshifted by at least 100 km/s, providing unambiguous evidence for neutral
gas outflows. Galaxies with strong Na I D absorption are distinguished by
enhanced emission line ratios consistent with AGN ionization. We conservatively
measure mass outflow rates of 3 - 100 yr; comparable to or
exceeding ionized gas outflow rates measured for galaxies at similar stellar
mass and redshift. The outflows from the quenching systems
(log(sSFR)[yr] -10) have mass loading factors of 4 - 360, and
the energy and momentum outflow rates exceed the expected injection rates from
supernova explosions, suggesting that these galaxies could possibly be caught
in a rapid blowout phase powered by the AGN. Our findings suggest that
AGN-driven ejection of cold gas may be a dominant mechanism for fast quenching
of star formation at z~2.Comment: 16 pages, 8 figures, submitted to MNRA
A population of red candidate massive galaxies ~600 Myr after the Big Bang
Galaxies with stellar masses as high as roughly 1011 solar masses have been identified1,2,3 out to redshifts z of roughly 6, around 1 billion years after the Big Bang. It has been difficult to find massive galaxies at even earlier times, as the Balmer break region, which is needed for accurate mass estimates, is redshifted to wavelengths beyond 2.5 μm. Here we make use of the 1–5 μm coverage of the James Webb Space Telescope early release observations to search for intrinsically red galaxies in the first roughly 750 million years of cosmic history. In the survey area, we find six candidate massive galaxies (stellar mass more than 1010 solar masses) at 7.4 ≤ z ≤ 9.1, 500–700 Myr after the Big Bang, including one galaxy with a possible stellar mass of roughly 1011 solar masses. If verified with spectroscopy, the stellar mass density in massive galaxies would be much higher than anticipated from previous studies on the basis of rest-frame ultraviolet-selected samples.The Cosmic DAWN Center is funded by the Danish National Research Foundation. K.W. wishes to acknowledge funding from Alfred P. Sloan Foundation grant no. FG-2019-12514. M.S. acknowledges project no. PID2019-109592GB-I00/AEI/10.13039/501100011033 from the Spanish Ministerio de Ciencia e Innovacion - Agencia Estatal de Investigacion.Peer reviewe
JWST reveals a population of ultra-red, flattened disk galaxies at 2<z<6 previously missed by HST
With just a month of data, JWST is already transforming our view of the
Universe, revealing and resolving starlight in unprecedented populations of
galaxies. Although ``HST-dark" galaxies have previously been detected at long
wavelengths, these observations generally suffer from a lack of spatial
resolution which limits our ability to characterize their sizes and
morphologies. Here we report on a first view of starlight from a subset of the
HST-dark population that are bright with JWST/NIRCam (4.4m<24.5mag) and
very faint or even invisible with HST (1.6m). In this Letter we focus
on a dramatic and unanticipated population of physically extended galaxies
(0.17''). These 12 galaxies have photometric redshifts , high
stellar masses , and significant
dust-attenuated star formation. Surprisingly, the galaxies have elongated
projected axis ratios at 4.4m, suggesting that the population is
disk-dominated or prolate. Most of the galaxies appear red at all radii,
suggesting significant dust attenuation throughout. We refer to these red,
disky, HST-dark galaxies as Ultra-red Flattened Objects (UFOs). With
(F444W)~kpc, the galaxies are similar in size to compact massive
galaxies at and the cores of massive galaxies and S0s at . The
stellar masses, sizes, and morphologies of the sample suggest that some could
be progenitors of lenticular or fast-rotating galaxies in the local Universe.
The existence of this population suggests that our previous censuses of the
universe may have missed massive, dusty edge-on disks, in addition to
dust-obscured starbursts
Performance of Pleurotus pulmonarius mushroom grown on maize stalk residues supplemented with various levels of maize flour and wheat bran
Abstract The use of supplemented agricultural waste in mushroom cultivation can be one of the environmentally friendly strategies for poverty alleviation. The study evaluated the performance of Pleurotus pulmonarius mushroom grown on maize stalk supplemented with varying levels of wheat bran (WB) and maize flour (MF). A completely random design was used for the experiments. It was observed that Pleurotus pulmonarius was significantly affected by varying levels of supplementation, as 20% WB supplementation encountered higher contamination. The lower supplementation levels gave significantly shorter colonisation period with better mycelial growth rate (MGR). The 2% MF, 2% WB and 4% WB gave significantly higher MGR and faster colonisation. The shortest pinning time (TP) was observed at the first flush with the minimum of 2 days. Higher supplementation levels gave maximum yield and biological efficiency (BE). With further increase of supplementation above a 12% WB and 14% MF, the BE and yield declined. Lower supplementation levels resulted in quicker colonisation period and improved growth rate, whereas high supplementation gave better production in terms of yield and BE. Therefore, for the purpose of maximum production, 12% WB and 14% MF may be recommended while for fast production time, 2% MF and 2% WB are recommended
As Simple as Possible but No Simpler: Optimizing the Performance of Neural Net Emulators for Galaxy SED Fitting
Artificial neural network emulators have been demonstrated to be a very
computationally efficient method to rapidly generate galaxy spectral energy
distributions (SEDs), for parameter inference or otherwise. Using a highly
flexible and fast mathematical structure, they can learn the nontrivial
relationship between input galaxy parameters and output observables. However,
they do so imperfectly, and small errors in flux prediction can yield large
differences in recovered parameters. In this work, we investigate the
relationship between an emulator's execution time, uncertainties, correlated
errors, and ability to recover accurate posteriors. We show that emulators can
recover consistent results to traditional fits, with precision of
in posterior medians for stellar mass, stellar metallicity, star formation
rate, and stellar age. We find that emulation uncertainties scale with an
emulator's width as while execution time scales as
, resulting in an inherent tradeoff between execution time and
emulation uncertainties. We also find that emulators with uncertainties smaller
than observational uncertaities are able to recover accurate posteriors for
most parameters without a significant increase in catastrophic outliers.
Furthermore, we demonstrate that small architectures can produce flux residuals
that have significant correlations, which can create dangerous systematic
errors in colors. Finally, we show that the distributions chosen for generating
training sets can have a large effect on emulators' ability to accurately fit
rare objects. Selecting the optimal architecture and training set for an
emulator will minimize the computational requirements for fitting near-future
large-scale galaxy surveys.Comment: 26 pages, 15 figures. Submitted to the Astrophysical Journa
Recommended from our members
Star formation shut down by multiphase gas outflow in a galaxy at a redshift of 2.45.
Acknowledgements: We acknowledge discussions with M. Brusa, K. Glazebrook, S. Kulkarni, L. Ciotti, A. Ferrara and A. B. Newman. The Blue Jay Survey is funded in part by STScI Grant JWST-GO-01810. S.B. is supported by the ERC Starting Grant ‘Red Cardinal’, GA 101076080. R.L.D. is supported by the Australian Research Council Centre of Excellence for All Sky Astrophysics in 3 Dimensions (ASTRO 3D), through project number CE170100013. R.E. acknowledges the support from grant numbers 21-atp21-0077, NSF AST-1816420 and HST-GO-16173.001-A, as well as the Institute for Theory and Computation at the Center for Astrophysics. R.W. acknowledges funding of a Leibniz Junior Research Group (project number J131/2022) This work is based on observations made with the NASA/ESA/CSA James Webb Space Telescope. The data were obtained from the Mikulski Archive for Space Telescopes at the Space Telescope Science Institute, which is operated by the Association of Universities for Research in Astronomy, Inc., under NASA contract NAS 5-03127 for JWST. These observations are associated with programme GO 1810. This work also makes use of observations taken by the 3D-HST Treasury Program (GO 12177 and 12328) with the NASA/ESA HST, which is operated by the Association of Universities for Research in Astronomy, Inc., under NASA contract NAS5-26555.Large-scale outflows driven by supermassive black holes are thought to have a fundamental role in suppressing star formation in massive galaxies. However, direct observational evidence for this hypothesis is still lacking, particularly in the young universe where star-formation quenching is remarkably rapid1-3, thus requiring effective removal of gas4 as opposed to slow gas heating5,6. Although outflows of ionized gas are frequently detected in massive distant galaxies7, the amount of ejected mass is too small to be able to suppress star formation8,9. Gas ejection is expected to be more efficient in the neutral and molecular phases10, but at high redshift these have only been observed in starbursts and quasars11,12. Here we report JWST spectroscopy of a massive galaxy experiencing rapid quenching at a redshift of 2.445. We detect a weak outflow of ionized gas and a powerful outflow of neutral gas, with a mass outflow rate that is sufficient to quench the star formation. Neither X-ray nor radio activity is detected; however, the presence of a supermassive black hole is suggested by the properties of the ionized gas emission lines. We thus conclude that supermassive black holes are able to rapidly suppress star formation in massive galaxies by efficiently ejecting neutral gas
A comparison of machine learning techniques for classification of HIV patients with antiretroviral therapy-induced mitochondrial toxicity from those without mitochondrial toxicity
JWST Reveals a Population of Ultrared, Flattened Galaxies at 2 ≲ z ≲ 6 Previously Missed by HST
With just a month of data, JWST is already transforming our view of the universe, revealing and resolving starlight in unprecedented populations of galaxies. Although “HST-dark” galaxies have previously been detected at long wavelengths, these observations generally suffer from a lack of spatial resolution, which limits our ability to characterize their sizes and morphologies. Here we report on a first view of starlight from a subset of the HST-dark population that is bright with JWST/NIRCam (4.4 μ m < 24.5 mag) and very faint or even invisible with HST (<1.6 μ m). In this Letter we focus on a dramatic and unanticipated population of physically extended galaxies (≳0.″25). These 12 galaxies have photometric redshifts 2 < z < 6, high stellar masses M _⋆ ≳ 10 ^10 M _⊙ , and significant dust-attenuated star formation. Surprisingly, the galaxies have elongated projected axis ratios at 4.4 μ m, suggesting that the population is disk dominated or prolate and we hence refer to them as ultrared flattened objects. Most of the galaxies appear red at all radii, suggesting significant dust attenuation throughout. With R _e (F444W) ∼ 1–2 kpc, the galaxies are similar in size to compact massive galaxies at z ∼ 2 and the cores of massive galaxies and S0s at z ∼ 0. The stellar masses, sizes, and morphologies of the sample suggest that some could be progenitors of lenticular or fast-rotating galaxies in the local universe. The existence of this population suggests that our previous censuses of the universe may have missed massive, dusty edge-on disks, in addition to dust-obscured starbursts