Welcome to the new version of CaltechAUTHORS. Login is currently restricted to library staff. If you notice any issues, please email coda@library.caltech.edu
Published January 2022 | Submitted + Published
Journal Article Open

Quantum Yield and Charge Diffusion in the Nancy Grace Roman Space Telescope Infrared Detectors

Abstract

Weak gravitational lensing is a powerful tool for studying the growth of structure across cosmic time. The shear signal required for weak lensing analyses is very small, so any undesirable detector-level effects which distort astronomical images can significantly contaminate the inferred shear. The Nancy Grace Roman Space Telescope (Roman) will fly a focal plane with 18 Teledyne H4RG-10 near-infrared (IR) detector arrays; these have never before been used for weak lensing and they present different instrument calibration challenges relative to charge-coupled devices. A pair of previous investigations demonstrated that spatiotemporal correlations of flat field images can effectively separate the brighter-fatter effect (BFE) and interpixel capacitance (IPC). A third paper in the series introduced a Fourier-space treatment of these correlations which allowed the authors to expand to higher orders in BFE, IPC, and classical nonlinearity. This work expands the previous formalism to include quantum yield and charge diffusion. We test the updated formalism on simulations and show that we can recover input visible characterization values to within a few percent. We then apply the formalism to visible and IR flat field data from three Roman flight candidate detectors. We find that BFE is present in all detectors and that the magnitude of its central pixel value is comparable between visible data and IR data. We fit a 2D Gaussian model to the charge diffusion at 0.5 μm wavelength, and find variances of C₁c = 0.1066 ± 0.0011 pix² in the horizontal direction, C₂₂ = 0.1136 ± 0.0012 pix² in the vertical direction, and a covariance of C₂₂ = 0.0001 ± 0.0007 pix² (stat) for SCA 20829. Last, we convert the asymmetry of the charge diffusion into an equivalent shear signal using the sensitivity coefficients for the Roman survey, and find a contamination of the shear correlation function to be ξ₊ ∼ 10⁻⁶ for each detector. This exceeds Roman's allotted error budget for the measurement by a factor of O(10) in power (amplitude squared) but can likely be mitigated through standard methods for fitting the point-spread function (PSF) since for weak lensing applications the charge diffusion can be treated as a contribution to the PSF. Further work considering the impact of charge diffusion and quantum yield on shear measurements will follow once all detectors covering the Roman focal plane are selected.

Additional Information

© 2022. The Astronomical Society of the Pacific. Received 2021 October 27; accepted 2021 December 28; published 2022 January 27. We thank Jeff Kruk and Charles Shapiro for helpful comments on the draft of this paper. This work was supported by contract NASA 15-WFIRST15-0008. J.G. is also supported by the Presidential Postdoctoral Research Fellowship at Princeton University. C.H. is also supported by the Simons Foundation and the David & Lucile Packard Foundation. Computations for this paper were carried out at the Ohio Supercomputer Center (1987). Software: Astropy (Astropy Collaboration et al. 2013, 2018), CosmoSIS (Zuntz et al. 2015), fitsio (Sheldon 2019), hankel (Murray & Poulin 2019), Matplotlib (Hunter 2007), NumPy (Oliphant 2006), SciPy (Virtanen et al. 2020), TreeCorr (Jarvis et al. 2004).

Attached Files

Published - Jahmour_J._Givans_et_al_2022_PASP_134_014001.pdf

Submitted - 2110.08155.pdf

Files

2110.08155.pdf
Files (3.2 MB)
Name Size Download all
md5:6e3ce13bf2d369d896a2bd2a13174a8d
1.3 MB Preview Download
md5:7cc6cd4869a55063d3a869ab242cec72
1.9 MB Preview Download

Additional details

Created:
August 22, 2023
Modified:
October 23, 2023