Impact of LSST systematics on stellar-stream density fluctuations for dark matter
astro-ph.GA, astro-ph.CO
Submitted: 2026-09-09
Updated: 2026-09-09
Comments: Will be submitted to OJA. Github: https://github.com/LSSTDESC/streamobs
Code: https://github.com/LSSTDESC/streamobs
License: http://creativecommons.org/licenses/by/4.0/
The gist: The Vera C.
Terminology
Abstract
The Vera C. Rubin Observatory's Legacy Survey of Space and Time (LSST) is expected to significantly advance the study of Milky Way stellar streams. In particular, the deep, precise photometry from LSST should greatly increase the statistical sensitivity to density fluctuations in stellar streams, which can be used to probe the small-scale distribution of dark matter. However, current forecasts generally neglect the impact of observational systematics that will be imprinted on stream density measurements. In this study, we develop a realistic forward-modeling framework to inject stellar streams into LSST-like observations including photometric uncertainties, survey depth variations, background contamination, and imperfect star-galaxy classification. We develop a likelihood-ratio analysis to assess the detectability of gaps in stellar streams in the presence of these observational systematics. In the presence of realistic survey systematics, we find that after four years of operations, LSST will be sensitive to density reductions of about50% for gaps with widths of 5 deg in streams with surface brightness of about33 mag arcsec-2. Relative to the ideal case, this corresponds to a degradation in gap depth sensitivity by a factor of about5 due to the combined impact of background contamination and observational systematics. Assuming a simplified analytical mapping between gap depth and dark matter subhalo properties, these estimates correspond to a minimum detectable subhalo mass of about1 times10 7 M. Observational effects shift this accessible mass scale upward by a factor of about16, with background contamination contributing a factor of about5 and survey systematics a further factor of about3, dominated by star-galaxy classification.
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