walter: A Tool for Predicting Resolved Stellar Population Observations with Applications to the Roman Space Telescope
arXiv:2207.02208 · doi:10.3847/1538-3881/ac8a95
Abstract
Studies of resolved stellar populations in the Milky Way and nearby galaxies reveal an amazingly detailed and clear picture of galaxy evolution. Within the Local Group, the ability to probe the stellar populations of small and large galaxies opens up the possibility of exploring key questions such as the nature of dark matter, the detailed formation history of different galaxy components, and the role of accretion in galactic formation. Upcoming wide-field surveys promise to extend this ability to all galaxies within 10~Mpc, drastically increasing our capability to decipher galaxy evolution and enabling statistical studies of galaxies' stellar populations. To facilitate the optimum use of these upcoming capabilities we develop a simple formalism to predict the density of resolved stars for an observation of a stellar population at fixed surface brightness and population parameters. We provide an interface to calculate all quantities of interest to this formalism via a public release of the code: \texttt{walter}. This code enables calculation of (i) the expected number density of detected stars, (ii) the exposure time needed to reach certain population features, such as the horizontal branch, and (iii) an estimate of the crowding limit, among other features. These calculations will be very useful for planning surveys with NASA's upcoming Nancy Grace Roman Space Telescope (Roman, formerly WFIRST), which we use for example calculations throughout this work.
16 pages, 6 figures, submitted to AJ. Comments welcome
References in corpus (18)
- Array Programming with NumPy
- The ACS Nearby Galaxy Survey Treasury
- Updated Nearby Galaxy Catalog
- The accretion origin of the Milky Way's stellar halo
- The Haunted Halos of Andromeda and Triangulum: A panorama of galaxy formation in action
- Tracing Galaxy Formation with Stellar Halos II: Relating Substructure in Phase- and Abundance-Space to Accretion Histories
- The Panchromatic Hubble Andromeda Treasury X. Ultraviolet to Infrared Photometry of 117 Million Equidistant Stars
- Globular Cluster Streams as Galactic High-Precision Scales - The Poster Child Palomar 5
- Halo Mass and Assembly History Exposed in the Faint Outskirts: the Stellar and Dark Matter Haloes of Illustris Galaxies
- The Panchromatic Hubble Andromeda Treasury XI: The Spatially-Resolved Recent Star Formation History of M31
- The Star Formation Histories of Local Group Dwarf Galaxies III. Characterizing Quenching in Low-Mass Galaxies
- Generation of mock tidal streams
- First results from the MADCASH Survey: A Faint Dwarf Galaxy Companion to the Low Mass Spiral Galaxy NGC 2403 at 3.2 Mpc
- Gaps in globular cluster streams: giant molecular clouds can cause them too
- Discovery of a new faint dwarf galaxy associated with NGC 253
- Action-space clustering of tidal streams to infer the Galactic potential
- Inferring the gravitational potential of the Milky Way with a few precisely measured stars
- Eridanus II: A Fossil from Reionization with an Off-Center Star Cluster