The information on halo properties contained in spectroscopic observations of late-type galaxies
arXiv:2210.07230 · doi:10.1093/mnras/stad2406
Abstract
Rotation curves are the key observational manifestation of the dark matter distribution around late-type galaxies. In a halo model context, the precision of constraints on halo parameters is a complex function of the properties of the measurements as well as properties of the galaxy itself. Forthcoming surveys will resolve rotation curves to varying degrees of precision, or measure their integrated effect in the HI linewidth. To ascertain the relative significance of the relevant quantities for constraining halo properties, we study the information on halo mass and concentration as quantified by the Kullback-Leibler divergence of the kinematics-informed posterior from the uninformative prior. We calculate this divergence as a function of the different types of spectroscopic observation, properties of the measurement, galaxy properties and auxiliary observational data on the baryonic components. Using the SPARC sample, we find that fits to the full rotation curve exhibit a large variation in information gain between galaxies, ranging from ~1 to ~11 bits. The variation is predominantly caused by the vast differences in the number of data points and the size of velocity uncertainties between the SPARC galaxies. We also study the relative importance of the minimum HI surface density probed and the size of velocity uncertainties on the constraining power on the inner halo slope, finding the latter to be significantly more important. We spell out the implications of these results for optimising the strategy of galaxy surveys aiming to constrain galaxies' dark matter distributions, highlighting spectroscopic precision as the most important factor.
13 pages, 7 figures. Revision to match MNRAS published version
References in corpus (28)
- Overview of the SDSS-IV MaNGA Survey: Mapping Nearby Galaxies at Apache Point Observatory
- SPARC: Mass Models for 175 Disk Galaxies with Spitzer Photometry and Accurate Rotation Curves
- The Radial Acceleration Relation in Rotationally Supported Galaxies
- High-resolution mass models of dwarf galaxies from LITTLE THINGS
- PHANGS CO kinematics: disk orientations and rotation curves at 150 pc resolution
- Dynamical properties of z dusty star-forming galaxies and their connection with local early type galaxies
- A massive stellar bulge in a regularly rotating galaxy 1.2 billion years after the Big Bang
- LITTLE THINGS in 3D: robust determination of the circular velocity of dwarf irregular galaxies
- The SAMI Galaxy Survey: the third and final data release
- MIGHTEE-HI: The HI emission project of the MeerKAT MIGHTEE survey
- From light to baryonic mass: the effect of the stellar mass-to-light ratio on the Baryonic Tully-Fisher relation
- Cosmological performance of SKA HI galaxy surveys
- The ALPINE-ALMA [CII] Survey: Kinematic Diversity & Rotation in Massive Star Forming Galaxies at z~4.4-5.9
- Dynamical evidence for a morphology-dependent relation between the stellar and halo masses of galaxies
- Detailed HI kinematics of Tully-Fisher calibrator galaxies
- The impact of gas disc flaring on rotation curve decomposition and revisiting baryonic and dark-matter relations for nearby galaxies
- MIGHTEE-HI: The baryonic Tully-Fisher relation over the last billion years
- Cold gas disks in main-sequence galaxies at cosmic noon: Low turbulence, flat rotation curves, and disk-halo degeneracy
- The diversity of rotation curves of simulated galaxies with cusps and cores
- A Critical Assessment of Solutions to the Galaxy Diversity Problem
- Stellar Mass-to-light Ratios: Composite Bulge+Disk Models and the Baryonic Tully-Fisher Relation
- The scatter in the galaxy-halo connection: a machine learning analysis
- WALLABY Pilot Survey: Public release of HI kinematic models for more than 100 galaxies from phase 1 of ASKAP pilot observations
- Incorporating baryon-driven contraction of dark matter halos in rotation curve fits
- Self-consistent bulge/disk/halo galaxy dynamical modeling using integral field kinematics
- Predictions for the FAST telescope's CRAFTS Extra-Galactic HI Survey
- The insight into the dark side. I. The pitfalls of the dark halo parameters estimation
- Optimal machine-driven acquisition of future cosmological data