The sloan digital sky survey peculiar velocity catalogue
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Howlett, Cullan
Said, Khaled
Lucey, John
Colless, Matthew
Qin, Fei
Lai, Yan
Tully, R. Brent
Davis, Tamara
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Oxford University Press
Abstract
We present a new catalogue of distances and peculiar velocities (PVs) of 34 059 early-type galaxies derived from fundamental plane (FP) measurements using data from the Sloan Digital Sky Survey (SDSS). This 7016, deg2 homogeneous sample comprises the largest set of PVs produced to date and extends the reach of PV surveys up to a redshift limit of z = 0.1. Our SDSS-based FP distance measurements have a mean uncertainty of 23 per cent. Alongside the data, we produce an ensemble of 2048 mock galaxy catalogues that reproduce the data selection function, and are used to validate our fitting pipelines and check for systematic errors. We uncover a significant trend between group richness and mean surface brightness within the sample, which may hint at an environmental dependence within the FP or the presence of unresolved systematics, and can result in biased PVs. This is removed by using multiple FP fits as function of group richness, a procedure made tractable through a new analytic derivation for the integral of a three-dimensional (3D) Gaussian over non-trivial limits. Our catalogue is calibrated to the zero-point of the CosmicFlows-III sample with an uncertainty of 0.004 dex (not including cosmic variance or the error within CosmicFlows-III itself), which is validated using independent cross-checks with the predicted zero-point from the 2M++ reconstruction of our local velocity field. Finally, as an example of what is possible with our new catalogue, we obtain preliminary bulk flow measurements up to a depth of 135 h-1 Mpc. We find a slightly larger-than-expected bulk flow at high redshift, although this could be caused by the presence of the Shapley supercluster, which lies outside the SDSS PV footprint.
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CH and KS acknowledge support from the Australian Government through the Australian Research Council's Laureate Fellowship funding scheme (project FL180100168). JRL acknowledges support from the UK Science and Technology Facilities Council through the Durham Astronomy Consolidated Grants ST/P000541/1 and ST/T000244/1. FQ is supported by the project 'Greek Passage' ('Understanding Dark Universe Using Large Scale Structure of the Universe'), funded by the Ministry of Science. MC acknowledges support from the Australian Government through the Australian Research Council's Discovery Projects funding scheme (project DP160102075). This research has made use of NASA's Astrophysics Data System Bibliographic Services and the astro-ph pre-print archive at https://arxiv.org/, the MATPLOTLIB plotting library (Hunter 2007), and the CHAINCONSUMER and EMCEE packages (Hinton 2016; F oreman-Mackey et al. 2013). Computations were performed on the OzSTAR national facility at Swinburne University of Technology, which receives funding in part from the Astronomy National Collaborative Research Infrastructure Strategy (NCRIS) allocation provided by the Australian Government, and with the assistance of resources and services from the National Computational Infrastructure (NCI), which is also supported by the Australian Government.
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Monthly Notices of the Royal Astronomical Society
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Open Access
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Creative Commons Attribution License
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