Cosmological constraints from the first-year Subaru Hyper Suprime-Cam survey

September 26, 2018
Kavli Institute for the Physics and Mathematics of the Universe (Kavli IPMU)

Using the powerful Japanese Subaru telescope, the Hyper Suprime-Cam (HSC) survey collaboration team has made and analyzed the deepest wide field map of the three-dimensional distribution of matter in the Universe. Led by Kavli Institute for the Physics and Mathematics of the Universe (Kavli IPMU) Project Assistant Professor Chiaki Hikage, a team of scientists primarily from Japan, Taiwan and Princeton University has used the gravitational distortion of images of about 10 million galaxies to make a precise measurement of the lumpiness of matter in the Universe. By combining this measurement with the European Space Agency Planck satellite’s observations of the cosmic microwave background, and other cosmological experiments, the team has been able to further constrain the properties of the “dark energy” that dominates the energy density of the Universe.

Although dark matter cannot be directly seen, its gravitational effects, predicted by Albert Einstein’s general theory of relativity, cause stretching and squeezing of the light from distant galaxies as they travel across the cosmos, to be detected by the Subaru telescope. They are witness to the growth of cosmic structure (Figure 1, left) and can be used to unlock the mysteries of dark energy. The simplest model for dark energy was introduced by Einstein, termed the “Cosmological Constant”. This model can explain all existing observations, including those of HSC.

The gravitational lensing effect from the distribution of dark matter in the Universe is quite weak, but results in small but measurable distortions in the images of the galaxies in the HSC images. Like a pointillist painting (Figure 1, right), the distorted images of millions of galaxies located at a range of distances paint a three-dimensional picture of the distribution of matter in the Universe (Figure 1, right). The HSC research team has precisely characterized the fluctuations or lumpiness of the distribution of dark matter, and the change in that lumpiness over billions of years - from its adolescence to adulthood. This lumpiness is a key parameter that describes how structure in the universe grew from its initial smooth beginnings after the Big Bang to the galaxies, stars and planets we see today.

With the high-precision HSC data, the team measured the lumpiness with a precision of 3.6% (Figure 2), which is similar to the precision with which it has been measured by other lensing surveys. These other surveys, including the Dark Energy Survey carried out on the Victor Blanco Telescope in Chile, surveyed brighter and thus nearer-by galaxies than did the HSC; the consistency of results at different distances and thus cosmic epochs gives confidence in the robustness of the results.

When compared to the fluctuations expected from those seen in the Universe’s infancy by the Planck satellite, the HSC measurements offer a consistent picture of the cosmological model (Figure 3). The Universe today is dominated by dark matter and dark energy, and that dark energy behaves like Einstein’s cosmological constant (Figure 4).

However, taken together the results from weak lensing surveys prefer a slightly smaller value of fluctuations than that predicted by the Planck satellite (Figure 5). This could just be a statistical fluctuation due to the limited amount of data available, or might be a signature of the breakdown of the standard model of the Universe, based on General Relativity and the cosmological constant.

The HSC team conducted the HSC survey using the National Astronomical Observatory of Japan’s Subaru telescope on the 4200m summit of Maunakea on Hawaii’s Big Island, one of the best astronomical sites in the world. The combination of a large primary mirror with a diameter of 8.2 meters, a wide angle camera that can observe the area of 7 full moons in a single shot, and superb image quality producing sharp images of each galaxy, makes the telescope well suited to conduct a wide yet deep imaging survey of the sky. The survey has covered about 140 square degrees of sky (the area of 600 full moons) over 90 nights on the telescope.

The study required precise measurements of the shapes of galaxies. Since the weak lensing effect is quite small, the HSC team had to control various problems affecting the measurement of shapes, such as distortions due to the atmosphere and the instrument itself. The team overcame these difficulties by using detailed image simulations of the HSC survey based on images from the Hubble Space Telescope.

When carrying out precise measurements of very small effects like weak lensing, it is known that people have a tendency to decide that their analysis is complete if their results confirm earlier results. The HSC team performed a so-called blind analysis of their data in order to avoid such “confirmation bias”. They carried out many tests of their catalogs for more than a year without ever seeing the actual values of cosmological parameters from their analysis or comparing with results from other experiments, waiting until they were completely satisfied with their results before allowing themselves to examine their cosmological implications.

The HSC survey is on-going, the new HSC results come from a mere one tenth of the final survey. Upon completion, the survey will put considerably tighter constraints on cosmological parameters, deepening our understanding and further testing our understanding of both dark matter and dark energy.

The research paper has now been submitted to the journal Publications of the Astronomical Society of Japan and will undergo rigorous peer review by the scientific community.

Preprint manuscript of this paper
Paper title: Cosmology from cosmic shear power spectra with Subaru Hyper Suprime-Cam first-year data
Authors: Chiaki Hikage (1), Masamune Oguri (2,3,1), Takashi Hamana (4), Surhud More (5,1), Rachel Mandelbaum (6), Masahiro Takada (1) et al.

Author affiliations
1 Kavli Institute for the Physics and Mathematics of the Universe (Kavli IPMU WPI), UT Institutes for Advanced Study, University of Tokyo, Kashiwa 277-8583, Japan
2 Research Center for the Early Universe, University of Tokyo, Tokyo 113-0033, Japan
3 Department of Physics, University of Tokyo 1130-0033, Japan
4 National Astronomical Observatory of Japan, Mitaka, Tokyo 181-8588, Japan
5 The Inter-University Center for Astronomy and Astrophysics, Post Bag 4, Ganeshkhind, Pune 411007, India
6 McWilliams Center for Cosmology, Department of Physics, Carnegie Mellon University, Pittsburgh, PA 15213, USA

arXiv number: 1809.09148
Preprint (

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Research contacts
Chiaki Hikage
Project Assistant Professor,
Kavli IPMU, The University of Tokyo
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Surhud More
Associate Professor,
The Inter University Center for Astronomy and Astrophysics
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Masahiro Takada
Professor & Principal investigator,
Kavli IPMU,The University of Tokyo
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Michael Strauss
Department of Astrophysical Sciences, Princeton University
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