KiDS-450: Cosmological parameter constraints from tomographic weak gravitational lensing

  • H. Hildebrandt
  • , M. Viola
  • , C. Heymans
  • , S. Joudaki
  • , K. Kuijken
  • , C. Blake
  • , T. Erben
  • , B. Joachimi
  • , D. Klaes
  • , L. Miller
  • , C. B. Morrison
  • , R. Nakajima
  • , G. Verdoes Kleijn
  • , A. Amon
  • , A. Choi
  • , G. Covone
  • , J. T.A. de Jong
  • , A. Dvornik
  • , I. Fenech Conti
  • , A. Grado
  • J. Harnois-Déraps, R. Herbonnet, H. Hoekstra, F. Köhlinger, J. McFarland, A. Mead, J. Merten, N. Napolitano, J. A. Peacock, M. Radovich, P. Schneider, P. Simon, E. A. Valentijn, J. L. van den Busch, E. van Uitert, L. Van Waerbeke

Research output: Contribution to journalArticlepeer-review

705 Scopus citations

Abstract

We present cosmological parameter constraints from a tomographic weak gravitational lensing analysis of ~450 deg2 of imaging data from the Kilo Degree Survey (KiDS). For a flat λCDM cosmology with a prior on H0 that encompasses the most recent direct measurements, we find S8 ≡ σ8 √ωm/0.3 = 0.745±0.039. This result is in good agreement with other low redshift probes of large scale structure, including recent cosmic shear results, along with pre-Planck cosmic microwave background constraints. A 2.3-σ tension in S8 and `substantial discordance' in the full parameter space is found with respect to the Planck 2015 results. We use shear measurements for nearly 15 million galaxies, determined with a new improved `self-calibrating' version of lens fit validated using an extensive suite of image simulations. Four-band ugri photometric redshifts are calibrated directly with deep spectroscopic surveys. The redshift calibration is confirmed using two independent tech- niques based on angular cross-correlations and the properties of the photometric redshift probability distributions. Our covariance matrix is determined using an analytical approach, verified numeri- cally with large mock galaxy catalogues. We account for uncertainties in the modelling of intrinsic galaxy alignments and the impact of baryon feedback on the shape of the non-linear matter power spectrum, in addition to the small residual uncertainties in the shear and redshift calibration. The cosmology analysis was performed blind. Our high-level data products, including shear correlation functions, covariance matrices, redshift distributions, and Monte Carlo Markov Chains.

Original languageEnglish (US)
Pages (from-to)1454-1498
Number of pages45
JournalMonthly Notices of the Royal Astronomical Society
Volume465
Issue number2
DOIs
StatePublished - Feb 21 2017
Externally publishedYes

All Science Journal Classification (ASJC) codes

  • Astronomy and Astrophysics
  • Space and Planetary Science

Keywords

  • Cosmology
  • Observations - gravitational lensing
  • Weak - galaxies
  • pho-tometry - surveys

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