85 research outputs found
Spot-Based Measurement of the Brighter-Fatter Effect on a Roman Space Telescope H4RG Detector and Comparison with Flat-Field Data
We present the measurement and characterization of the brighter-fatter effect
(BFE) on a NASA Roman Space Telescope development Teledyne H4RG-10
near-infrared detector using laboratory measurements with projected point
sources. After correcting for other interpixel non-linearity effects such as
classical non-linearity and inter-pixel capacitance, we quantify the magnitude
of the BFE by calculating the fractional area change per electron of charge
contrast. We also introduce a mathematical framework to compare our results
with the BFE measured on similar devices using autocorrelations from flat-field
images. We find an agreement of 18 +/- 5% between the two methods. We identify
potential sources of discrepancy and discuss future investigations to
characterize and address them.Comment: 15 pages, 6 figures, accepted for publication at the Journal of
Instrumentation (JINST
Anti-Black racism workshop during the Vera C. Rubin Observatory virtual 2021 Project and Community Workshop
Systemic racism is a ubiquitous theme in societies worldwide and plays a
central role in shaping our economic, social, and academic institutions. The
Vera C. Rubin Observatory is a major US ground-based facility based in Chile
with international participation. The Observatory is an example of excellence
and will deliver the largest survey of the sky ever attempted. Rubin's full
scientific and social potential can not be attained without addressing systemic
racism and associated barriers to equity, diversity, and inclusion (EDI).
During Rubin's 2021 virtual Project and Community Workshop (PCW), the annual
Rubin community-based meeting, an anti-Black racism workshop took place,
facilitated by 'The BIPOC Project' organization. About 60 members from
different parts of the Rubin ecosystem participated. We describe the
motivation, organization, challenges, outcomes, and near- and long-term goals
of this workshop.Comment: Contribution to appear in 'An Astronomical Inclusion Revolution:
Advancing Diversity, Equity, and Inclusion in Professional Astronomy and
Astrophysics', to be published by IOP ebook
A General Framework for Removing Point Spread Function Additive Systematics in Cosmological Weak Lensing Analysis
Cosmological weak lensing measurements rely on a precise measurement of the
shear two-point correlation function (2PCF) along with a deep understanding of
systematics that affect it. In this work, we demonstrate a general framework
for describing the impact of PSF systematics on the cosmic shear 2PCF, and
mitigating its impact on cosmological analysis. Our framework can describe
leakage and modeling error from all spin-2 quantities contributed by the PSF
second and higher moments, rather than just the second moments. We interpret
null tests using the HSC Year 3 (Y3) catalogs with this formalism, and find
that leakage from the spin-2 combination of PSF fourth moments is the leading
contributor to additive shear systematics, with total contamination that is an
order of magnitude higher than that contributed by PSF second moments alone. We
conducted a mock cosmic shear analysis for HSC Y3, and find that, if
uncorrected, PSF systematics can bias the cosmological parameters
and by 0.3. The traditional second moment-based model can
only correct for a 0.1 bias, leaving the contamination largely
uncorrected. We conclude it is necessary to model both PSF second and fourth
moment contamination for HSC Y3 cosmic shear analysis. We also reanalyze the
HSC Y1 cosmic shear analysis with our updated systematics model, and identify a
0.07 bias on when using the more restricted second moment
model from the original analysis. We demonstrate how to self-consistently use
the method in both real space and Fourier space, assess shear systematics in
tomographic bins, and test for PSF model overfitting.Comment: 29 pages, 25 figures, submitted to MNRAS. Comments welcome
Photometry, Centroid and Point-Spread Function Measurements in the LSST Camera Focal Plane Using Artificial Stars
The Vera C. Rubin Observatory's LSST Camera pixel response has been
characterized using laboratory measurements with a grid of artificial stars. We
quantify the contributions to photometry, centroid, point-spread function size,
and shape measurement errors due to small anomalies in the LSSTCam CCDs. The
main sources of those anomalies are quantum efficiency variations and pixel
area variations induced by the amplifier segmentation boundaries and
"tree-rings" -- circular variations in silicon doping concentration. We studied
the effects using artificial stars projected on the sensors and find that the
resulting measurement uncertainties pass the ten-year LSST survey science
requirements. In addition, we verify that the tree-ring effects can be
corrected using flat-field images if needed, because the astronomic shifts and
shape measurement errors they induce correlate well with the flat-field signal.
Nevertheless, further sensor anomaly studies with on-sky data should probe
possible temporal and wavelength-dependent effects.Comment: Submitted to PAS
Design of a Skipper CCD Focal Plane for the SOAR Integral Field Spectrograph
We present the development of a Skipper Charge-Coupled Device (CCD) focal
plane prototype for the SOAR Telescope Integral Field Spectrograph (SIFS). This
mosaic focal plane consists of four 6k 1k, 15 m pixel Skipper
CCDs mounted inside a vacuum dewar. We describe the process of packaging the
CCDs so that they can be easily tested, transported, and installed in a mosaic
focal plane. We characterize the performance of m thick,
fully-depleted engineering-grade Skipper CCDs in preparation for performing
similar characterization tests on science-grade Skipper CCDs which will be
thinned to 250m and backside processed with an antireflective coating. We
achieve a single-sample readout noise of for the best
performing amplifiers and sub-electron resolution (photon counting
capabilities) with readout noise from 800
measurements of the charge in each pixel. We describe the design and
construction of the Skipper CCD focal plane and provide details about the
synchronized readout electronics system that will be implemented to
simultaneously read 16 amplifiers from the four Skipper CCDs (4-amplifiers per
detector). Finally, we outline future plans for laboratory testing,
installation, commissioning, and science verification of our Skipper CCD focal
plane
Hyper Suprime-Cam Year 3 results: cosmology from cosmic shear power spectra
We measure weak lensing cosmic shear power spectra from the 3-year galaxy shear catalog of the Hyper Suprime-Cam (HSC) Subaru Strategic Program imaging survey. The shear catalog covers 416 deg2 of the northern sky, with a mean i-band seeing of 0.59 arcsec and an effective galaxy number density of 15 arcmin−2 within our adopted redshift range. With an i-band magnitude limit of 24.5 mag, and four tomographic redshift bins spanning 0.3≤zph≤1.5 based on photometric redshifts, we obtain a high-significance measurement of the cosmic shear power spectra, with a signal-to-noise ratio of approximately 26.4 in the multipole range 300<ℓ<1800. The accuracy of our power spectrum measurement is tested against realistic mock shear catalogs, and we use these catalogs to get a reliable measurement of the covariance of the power spectrum measurements. We use a robust blinding procedure to avoid confirmation bias, and model various uncertainties and sources of bias in our analysis, including point spread function systematics, redshift distribution uncertainties, the intrinsic alignment of galaxies and the modeling of the matter power spectrum. For a flat ΛCDM model, we find S8≡σ8(Ωm/0.3)0.5=0.776+0.032−0.033, which is in excellent agreement with the constraints from the other HSC Year 3 cosmology analyses, as well as those from a number of other cosmic shear experiments. This result implies a ∼2σ-level tension with the Planck 2018 cosmology. We study the effect that various systematic errors and modeling choices could have on this value, and find that they can shift the best-fit value of S8 by no more than ∼0.5σ, indicating that our result is robust to such systematics
An r -process enhanced star in the dwarf galaxy Tucana III
Chemically peculiar stars in dwarf galaxies provide a window for exploring the birth environment of stars with varying chemical enrichment. We present a chemical abundance analysis of the brightest star in the newly discovered ultra-faint dwarf galaxy candidate Tucana III. Because it is particularly bright for a star in an ultra-faint Milky Way (MW) satellite, we are able to measure the abundance of 28 elements, including 13 neutron-capture species. This star, DES J235532.66−593114.9 (DES J235532), shows a mild enhancement in neutron-capture elements associated with the r-process and can be classified as an r-I star. DES J235532 is the first r-I star to be discovered in an ultra-faint satellite, and Tuc III is the second extremely low-luminosity system found to contain rprocess enriched material, after Reticulum II. Comparison of the abundance pattern of DES J235532 with r-I and r-II stars found in other dwarf galaxies and in the MW halo suggests a common astrophysical origin for the neutron-capture elements seen in all r-process enhanced stars. We explore both internal and external scenarios for the r-process enrichment of Tuc III and show that with abundance patterns for additional stars, it should be possible to distinguish between them
VDES J2325−5229 a z = 2.7 gravitationally lensed quasar discovered using morphology-independent supervised machine learning
We present the discovery and preliminary characterization of a gravitationally lensed quasar with a source redshift zs = 2.74 and image separation of 2.9 arcsec lensed by a foreground zl = 0.40 elliptical galaxy. Since optical observations of gravitationally lensed quasars showthe lens system as a superposition of multiple point sources and a foreground lensing galaxy, we have developed a morphology-independent multi-wavelength approach to the photometric selection of lensed quasar candidates based on Gaussian Mixture Models (GMM) supervised machine learning. Using this technique and gi multicolour photometric observations from the Dark Energy Survey (DES), near-IR JK photometry from the VISTA Hemisphere Survey (VHS) and WISE mid-IR photometry, we have identified a candidate system with two catalogue components with iAB = 18.61 and iAB = 20.44 comprising an elliptical galaxy and two blue point sources. Spectroscopic follow-up with NTT and the use of an archival AAT spectrum show that the point sources can be identified as a lensed quasar with an emission line redshift of z = 2.739 ± 0.003 and a foreground early-type galaxy with z = 0.400 ± 0.002.We model the system as a single isothermal ellipsoid and find the Einstein radius θE ∼ 1.47 arcsec, enclosed mass Menc ∼ 4 × 1011 M and a time delay of ∼52 d. The relatively wide separation, month scale time delay duration and high redshift make this an ideal system for constraining the expansion rate beyond a redshift of 1
Discovery of a z = 0.65 post-starburst BAL quasar in the DES supernova fields
We present the discovery of a z = 0.65 low-ionization broad absorption line (LoBAL) quasar in a post-starburst galaxy in data from the Dark Energy Survey (DES) and spectroscopy from the Australian Dark Energy Survey (OzDES). LoBAL quasars are a minority of all BALs, and rarer still is that this object also exhibits broad Fe II (an FeLoBAL) and Balmer absorption. This is the first BAL quasar that has signatures of recently truncated star formation, which we estimate ended about 40 Myr ago. The characteristic signatures of an FeLoBAL require high column densities, which could be explained by the emergence of a young quasar from an early, dust-enshrouded phase, or by clouds compressed by a blast wave. The age of the starburst component is comparable to estimates of the lifetime of quasars, so if we assume the quasar activity is related to the truncation of the star formation, this object is better explained by the blast wave scenario
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