Exploring the Brighter-fatter Effect with the Hyper Suprime-Cam

William R. Coulton, Robert Armstrong, Kendrick M. Smith, Robert H. Lupton, David N. Spergel

Research output: Contribution to journalArticle

5 Scopus citations

Abstract

The brighter-fatter effect has been postulated to arise due to the build up of a transverse electric field, produced as photocharges accumulate in the pixels' potential wells. We investigate the brighter-fatter effect in the Hyper Suprime-Cam by examining flat fields and moments of stars. We observe deviations from the expected linear relation in the photon transfer curve (PTC), luminosity-dependent correlations between pixels in flat-field images, and a luminosity-dependent point-spread function (PSF) in stellar observations. Under the key assumptions of translation invariance and Maxwell's equations in the quasi-static limit, we give a first-principles proof that the effect can be parameterized by a translationally invariant scalar kernel. We describe how this kernel can be estimated from flat fields and discuss how this kernel has been used to remove the brighter-fatter distortions in Hyper Suprime-Cam images. We find that our correction restores the expected linear relation in the PTCs and significantly reduces, but does not completely remove, the luminosity dependence of the PSF over a wide range of magnitudes.

Original languageEnglish (US)
Article number258
JournalAstronomical Journal
Volume155
Issue number6
DOIs
StatePublished - Jun 2018

All Science Journal Classification (ASJC) codes

  • Astronomy and Astrophysics
  • Space and Planetary Science

Keywords

  • instrumentation: detectors
  • techniques: image processing

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    Coulton, W. R., Armstrong, R., Smith, K. M., Lupton, R. H., & Spergel, D. N. (2018). Exploring the Brighter-fatter Effect with the Hyper Suprime-Cam. Astronomical Journal, 155(6), [258]. https://doi.org/10.3847/1538-3881/aac08d