TY - JOUR
T1 - Magnification Bias of Distant Galaxies in the Hubble Frontier Fields
T2 - Testing Wave Versus Particle Dark Matter Predictions
AU - Leung, Enoch
AU - Broadhurst, Tom
AU - Lim, Jeremy
AU - Diego, Jose M.
AU - Chiueh, Tzihong
AU - Schive, Hsi Yu
AU - Windhorst, Rogier
N1 - Funding Information:
conduct and completion of this work. J.M.D. acknowledges the support of project AYA2015-64508-P (MINECO/FEDER, UE). Part of this work (the A370 catalogs) is based on data and catalog products from HFF-DeepSpace, funded by the National Science Foundation and Space Telescope Science Institute (operated by the Association of Universities for Research in Astronomy, Inc., under NASA contract NAS5-26555). This research made use of SAOImage DS9, an astronomical imaging and data visualization application (Smithsonian Astrophysical Observatory 2000), and Astropy, a community-developed core Python package for Astronomy (Astropy Collaboration et al. 2013). Other heavily dependent Python packages involved in this project for scientific computing and data visualization purposes include NumPy (van der Walt et al. 2011), SciPy (Jones et al. 2001), and Matplotlib (Hunter 2007).
Funding Information:
We would like to thank Dan Coe for providing most of the HFF photometric catalogs that we used in our work. T.B. thanks the Visiting Research Professors Scheme at the University of Hong Kong for generous support. J.L. acknowledges a seed fund for basic research from the University of Hong Kong to initiate this work, and support from the Research Grants Council of Hong Kong through grant 17319316 for the
Publisher Copyright:
© 2018. The American Astronomical Society. All rights reserved..
PY - 2018/8/1
Y1 - 2018/8/1
N2 - Acting as powerful gravitational lenses, the strong lensing galaxy clusters of the deep Hubble Frontier Fields (HFF) program permit access to lower-luminosity galaxies lying at higher redshifts than hitherto possible. We analyzed the HFF to measure the volume density of Lyman-break galaxies at z > 4.75 by identifying a complete and reliable sample up to z ≃ 10. A marked deficit of such galaxies was uncovered in the highly magnified regions of the clusters relative to their outskirts, implying that the magnification of the sky area dominates over additional faint galaxies magnified above the flux limit. This negative magnification bias is consistent with a slow rollover at the faint end of the UV luminosity function and it indicates a preference for Bose-Einstein condensate dark matter with a light boson mass of over standard cold dark matter. We emphasize that measuring the magnification bias requires no correction for multiply-lensed images (with typically three or more images per source), whereas directly reconstructing the luminosity function will lead to an overestimate unless such images can be exhaustively matched up, especially at the faint end that is only accessible in the strongly lensed regions. In addition, we detected a distinctive downward transition in galaxy number density at z 8, which may be linked to the relatively late reionization reported by Planck. Our results suggests that JWST will likely peer into an "abyss" with essentially no galaxies detected in deep NIR imaging at z > 10.
AB - Acting as powerful gravitational lenses, the strong lensing galaxy clusters of the deep Hubble Frontier Fields (HFF) program permit access to lower-luminosity galaxies lying at higher redshifts than hitherto possible. We analyzed the HFF to measure the volume density of Lyman-break galaxies at z > 4.75 by identifying a complete and reliable sample up to z ≃ 10. A marked deficit of such galaxies was uncovered in the highly magnified regions of the clusters relative to their outskirts, implying that the magnification of the sky area dominates over additional faint galaxies magnified above the flux limit. This negative magnification bias is consistent with a slow rollover at the faint end of the UV luminosity function and it indicates a preference for Bose-Einstein condensate dark matter with a light boson mass of over standard cold dark matter. We emphasize that measuring the magnification bias requires no correction for multiply-lensed images (with typically three or more images per source), whereas directly reconstructing the luminosity function will lead to an overestimate unless such images can be exhaustively matched up, especially at the faint end that is only accessible in the strongly lensed regions. In addition, we detected a distinctive downward transition in galaxy number density at z 8, which may be linked to the relatively late reionization reported by Planck. Our results suggests that JWST will likely peer into an "abyss" with essentially no galaxies detected in deep NIR imaging at z > 10.
KW - cosmology: observations
KW - dark matter
KW - galaxies: abundances
KW - galaxies: evolution
KW - galaxies: highredshift
KW - gravitational lensing: strong
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U2 - 10.3847/1538-4357/aacdad
DO - 10.3847/1538-4357/aacdad
M3 - Article
AN - SCOPUS:85051535756
SN - 0004-637X
VL - 862
JO - Astrophysical Journal
JF - Astrophysical Journal
IS - 2
M1 - 156
ER -