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Astrophysical Journal Supplement Series | 2011

Supernova Constraints and Systematic Uncertainties from the First Three Years of the Supernova Legacy Survey

A. Conley; J. Guy; Mark Sullivan; Nicolas Regnault; P. Astier; Christophe Balland; S. Basa; R. G. Carlberg; D. Fouchez; D. Hardin; I. M. Hook; D. A. Howell; R. Pain; N. Palanque-Delabrouille; K. Perrett; C. J. Pritchet; J. Rich; V. Ruhlmann-Kleider; D. D. Balam; S. Baumont; Richard S. Ellis; S. Fabbro; H. K. Fakhouri; N. Fourmanoit; S. Gonzalez-Gaitan; Melissa Lynn Graham; Michael J. Hudson; E. Y. Hsiao; T. Kronborg; C. Lidman

We combine high-redshift Type Ia supernovae from the first three years of the Supernova Legacy Survey (SNLS) with other supernova (SN) samples, primarily at lower redshifts, to form a high-quality joint sample of 472 SNe (123 low-z, 93 SDSS, 242 SNLS, and 14 Hubble Space Telescope). SN data alone require cosmic acceleration at >99.999% confidence, including systematic effects. For the dark energy equation of state parameter (assumed constant out to at least z = 1.4) in a flat universe, we find w = –0.91^(+0.16)_(–0.20)(stat)^(+0.07)_(–0.14)(sys) from SNe only, consistent with a cosmological constant. Our fits include a correction for the recently discovered relationship between host-galaxy mass and SN absolute brightness. We pay particular attention to systematic uncertainties, characterizing them using a systematic covariance matrix that incorporates the redshift dependence of these effects, as well as the shape-luminosity and color-luminosity relationships. Unlike previous work, we include the effects of systematic terms on the empirical light-curve models. The total systematic uncertainty is dominated by calibration terms. We describe how the systematic uncertainties can be reduced with soon to be available improved nearby and intermediate-redshift samples, particularly those calibrated onto USNO/SDSS-like systems.


The Astrophysical Journal | 2011

SNLS3: CONSTRAINTS ON DARK ENERGY COMBINING THE SUPERNOVA LEGACY SURVEY THREE-YEAR DATA WITH OTHER PROBES

J. Guy; A. Conley; Nicolas Regnault; P. Astier; Christophe Balland; S. Basa; R. G. Carlberg; D. Fouchez; D. Hardin; I. M. Hook; D. A. Howell; R. Pain; N. Palanque-Delabrouille; K. Perrett; C. J. Pritchet; J. Rich; V. Ruhlmann-Kleider; D. D. Balam; S. Baumont; Richard S. Ellis; S. Fabbro; H. K. Fakhouri; N. Fourmanoit; S. Gonzalez-Gaitan; Melissa Lynn Graham; Michael J. Hudson; E. Y. Hsiao; T. Kronborg; C. Lidman; Ana Mourao

We present observational constraints on the nature of dark energy using the Supernova Legacy Survey three-year sample (SNLS3) of Guy et al. and Conley et al. We use the 472 Type Ia supernovae (SNe Ia) in this sample, accounting for recently discovered correlations between SN Ia luminosity and host galaxy properties, and include the effects of all identified systematic uncertainties directly in the cosmological fits. Combining the SNLS3 data with the full WMAP7 power spectrum, the Sloan Digital Sky Survey luminous red galaxy power spectrum, and a prior on the Hubble constant H_0 from SHOES, in a flat universe we find Ω_m = 0.269 ± 0.015 and w = –1.061^(+0.069)_(–0.068) (where the uncertainties include all statistical and SN Ia systematic errors)—a 6.5% measure of the dark energy equation-of-state parameter w. The statistical and systematic uncertainties are approximately equal, with the systematic uncertainties dominated by the photometric calibration of the SN Ia fluxes—without these calibration effects, systematics contribute only a ~2% error in w. When relaxing the assumption of flatness, we find Ω_m = 0.271 ± 0.015, Ω_k = –0.002 ± 0.006, and w = –1.069^(+0.091)_(–0.092). Parameterizing the time evolution of w as w(a) = w_0 + w_a (1–a) gives w_0 = –0.905 ± 0.196, w_a = –0.984^(+1.094)_(– 1.097) in a flat universe. All of our results are consistent with a flat, w = –1 universe. The size of the SNLS3 sample allows various tests to be performed with the SNe segregated according to their light curve and host galaxy properties. We find that the cosmological constraints derived from these different subsamples are consistent. There is evidence that the coefficient, β, relating SN Ia luminosity and color, varies with host parameters at >4σ significance (in addition to the known SN luminosity-host relation); however, this has only a small effect on the cosmological results and is currently a subdominant systematic.


Astronomy and Astrophysics | 2010

The Supernova Legacy Survey 3-year sample: Type Ia supernovae photometric distances and cosmological constraints ,

J. Guy; Mark Sullivan; A. Conley; Nicolas Regnault; P. Astier; Christophe Balland; S. Basa; R. G. Carlberg; D. Fouchez; D. Hardin; I. M. Hook; D. A. Howell; R. Pain; N. Palanque-Delabrouille; K. Perrett; C. J. Pritchet; J. Rich; V. Ruhlmann-Kleider; D. D. Balam; S. Baumont; Richard S. Ellis; S. Fabbro; H. K. Fakhouri; N. Fourmanoit; S. González-Gaitán; Melissa Lynn Graham; E. Y. Hsiao; T. Kronborg; C. Lidman; Ana Mourao

Aims. We present photometric properties and distance measurements of 252 high redshift Type Ia supernovae (0.15 < z < 1.1) ndiscovered during the first three years of the Supernova Legacy Survey (SNLS). These events were detected and their multi-colour nlight curves measured using the MegaPrime/MegaCam instrument at the Canada-France-Hawaii Telescope (CFHT), by repeatedly nimaging four one-square degree fields in four bands. Follow-up spectroscopy was performed at the VLT, Gemini and Keck telescopes nto confirm the nature of the supernovae and to measure their redshifts. nMethods. Systematic uncertainties arising from light curve modeling are studied, making use of two techniques to derive the peak nmagnitude, shape and colour of the supernovae, and taking advantage of a precise calibration of the SNLS fields. nResults. A flat ΛCDM cosmological fit to 231 SNLS high redshift type Ia supernovae alone gives Ω_M = 0.211 ± 0.034(stat) ± n0.069(sys). The dominant systematic uncertainty comes from uncertainties in the photometric calibration. Systematic uncertainties nfrom light curve fitters come next with a total contribution of ± 0.026 on Ω_M. No clear evidence is found for a possible evolution of nthe slope (β) of the colour-luminosity relation with redshift.


Monthly Notices of the Royal Astronomical Society | 2010

The dependence of Type Ia Supernovae luminosities on their host galaxies

Mark Sullivan; A. Conley; D. A. Howell; James D. Neill; P. Astier; C. Balland; S. Basa; R. G. Carlberg; D. Fouchez; J. Guy; D. Hardin; I. M. Hook; R. Pain; N. Palanque-Delabrouille; K. Perrett; C. J. Pritchet; Nicolas Regnault; J. Rich; V. Ruhlmann-Kleider; S. Baumont; E. Y. Hsiao; T. Kronborg; C. Lidman; S. Perlmutter; E. S. Walker

Precision cosmology with Type la supernovae (SNe Ia) makes use of the fact that SN Ia luminosities depend on their light-curve shapes and colours. Using Supernova Legacy Survey (SNLS) and other data, we show that there is an additional dependence on the global characteristics of their host galaxies: events of the same light-curve shape and colour are, on average, 0.08 mag (similar or equal to 4.0 sigma) brighter in massive host galaxies (presumably metal-rich) and galaxies with low specific star formation rates (sSFR). These trends do not depend on any assumed cosmological model, and are independent of the SN light-curve width: both fast and slow-declining events show the same trends. SNe Ia in galaxies with a low sSFR also have a smaller slope (beta) between their luminosities and colours with similar to 2.7 sigma significance, and a smaller scatter on SN la Hubble diagrams (at 95 per cent confidence), though the significance of these effects is dependent on the reddest SNe. SN Ia colours are similar between low-mass and high-mass hosts, leading us to interpret their luminosity differences as an intrinsic property of the SNe and not of some external factor such as dust. If the host stellar mass is interpreted as a metallicity indicator using galaxy mass-metallicity relations, the luminosity trends are in qualitative agreement with theoretical predictions. We show that the average stellar mass, and therefore the average metallicity, of our SN Ia host galaxies decreases with redshift. The SN la luminosity differences consequently introduce a systematic error in cosmological analyses, comparable to the current statistical uncertainties on parameters such as in, the equation of state of dark energy. We show that the use of two SN Ia absolute magnitudes, one for events in high-mass (metal-rich) galaxies and the other for events in low-mass (metal-poor) galaxies, adequately corrects for the differences. Cosmological fits incorporating these terms give a significant reduction in chi(2) (3.8 sigma-4.5 sigma); linear corrections based on host parameters do not perform as well. We conclude that all future SN la cosmological analyses should use a correction of this (or similar) form to control demographic shifts in the underlying galaxy population.


The Astrophysical Journal | 2009

The Effect of Progenitor Age and Metallicity on Luminosity and 56Ni Yield in Type Ia Supernovae

D. A. Howell; Mark Sullivan; Edward F. Brown; A. Conley; D. Le Borgne; E. Y. Hsiao; P. Astier; D. D. Balam; C. Balland; S. Basa; R. G. Carlberg; D. Fouchez; J. Guy; D. Hardin; I. M. Hook; R. Pain; K. Perrett; C. J. Pritchet; Nicolas Regnault; S. Baumont; J. Le Du; C. Lidman; S. Perlmutter; Nao Suzuki; E. S. Walker; J. C. Wheeler

Timmes et al. found that metallicity variations could theoretically account for a 25% variation in the mass of 56Ni synthesized in Type Ia supernovae (SNe Ia), and thus account for a large fraction of the scatter in observed SN Ia luminosities. Higher-metallicity progenitors are more neutron rich, producing more stable burning products relative to radioactive 56Ni. We develop a new method for estimating bolometric luminosity and 56Ni yield in SNe Ia and use it to test the theory with data from the Supernova Legacy Survey. We find that the average 56Ni yield does drop in SNe Ia from high-metallicity environments, but the theory can only account for 7%-10% of the dispersion in SN Ia 56Ni mass, and thus luminosity. This is because the effect is dominant at metallicities significantly above solar, whereas we find that SN hosts have predominantly subsolar or only moderately above-solar metallicities. We also show that allowing for changes in O/Fe with the metallicity [Fe/H] does not have a major effect on the theoretical prediction of Timmes et al., so long as one is using the O/H as the independent variable. Age may have a greater effect than metallicity—we find that the luminosity-weighted age of the host galaxy is correlated with 56Ni yield, and thus more massive progenitors give rise to more luminous explosions. This is hard to understand if most SNe Ia explode when the primaries reach the Chandrasekhar mass. Finally, we test the findings of Gallagher et al. that the residuals of SNe Ia from the Hubble diagram are correlated with host galaxy metallicity, and we find no such correlation.


Astronomy and Astrophysics | 2009

The core-collapse rate from the Supernova Legacy Survey

G. Bazin; N. Palanque-Delabrouille; J. Rich; V. Ruhlmann-Kleider; E. Aubourg; Laure Guillou; Pierre Astier; C. Balland; S. Basa; R. G. Carlberg; A. Conley; D. Fouchez; J. Guy; D. Hardin; I. M. Hook; D. A. Howell; R. Pain; K. Perrett; C. J. Pritchet; Nicolas Regnault; M. Sullivan; P. Antilogus; V. Arsenijevic; S. Baumont; S. Fabbro; J. Le Du; C. Lidman; M. Mouchet; Ana Mourao; E. S. Walker

We use three years of data from the Supernova Legacy Survey (SNLS) to study the general properties of core-collapse and type Ia supernovae. This is the first such study using the rolling search technique which guarantees well-sampled SNLS light curves and good efficiency for supernovae brighter than i~24. Using host photometric redshifts, we measure the supernova absolute magnitude distribution down to luminosities 4.5 mag fainter than normal SNIa. Using spectroscopy and light-curve fitting to discriminate against SNIa, we find a sample of 117 core-collapse supernova candidates with redshifts z < 0.4 (median redshift of 0.29) and measure their rate to be larger than the type Ia supernova rate by a factor 4.5±0.8(stat.)±0.6 (sys.). This corresponds to a core-collapse rate at z = 0.3 of [ 1.42±0.3(stat.)±0.3(sys.)] ×10-4 yr-1(h_70-1 Mpc)-3.


Monthly Notices of the Royal Astronomical Society | 2011

Supernova Legacy Survey: using spectral signatures to improve Type Ia supernovae as distance indicators

E. S. Walker; I. M. Hook; D. A. Howell; P. Astier; Christophe Balland; S. Basa; T. J. Bronder; R. G. Carlberg; A. Conley; D. Fouchez; J. Guy; D. Hardin; R. Pain; K. Perrett; C. J. Pritchet; Nicolas Regnault; J. Rich; G. Aldering; H. K. Fakhouri; T. Kronborg; N. Palanque-Delabrouille; S. Perlmutter; V. Ruhlmann-Kleider; T. Zhang

GMOS optical long-slit spectroscopy at the Gemini-North telescope was used to classify targets from the Supernova Legacy Survey (SNLS) from July 2005 and May 2006 - May 2008. During this time, 95 objects were observed. Where possible the objects redshifts (z) were measured from narrow emission or absorption features in the host galaxy spectrum, otherwise they were measured from the broader supernova features. We present spectra of 68 confirmed or probable SNe Ia from SNLS with redshifts in the range 0.17 leq z leq 1.02. In combination with earlier SNLS Gemini and VLT spectra, we used these new observations to measure pseudo-equivalent widths (EWs) of three spectral features - CaII H&K, SiII and MgII - in 144 objects and compared them to the EWs of low-redshift SNe Ia from a sample drawn from the literature. No signs of changes with z are seen for the CaII H&K and MgII features. Systematically lower EW SiII is seen at high redshift, but this can be explained by a change in demographics of the SNe Ia population within a two-component model combined with an observed correlation between EW SiII and photometric lightcurve stretch.


The Astronomical Journal | 2012

Evolution in the Volumetric Type Ia Supernova Rate from the Supernova Legacy Survey

K. Perrett; A. Conley; S. Gonzalez-Gaitan; R. G. Carlberg; D. Fouchez; P. Ripoche; James D. Neill; P. Astier; D. D. Balam; C. Balland; S. Basa; J. Guy; D. Hardin; I. M. Hook; D. A. Howell; R. Pain; N. Palanque-Delabrouille; C. J. Pritchet; Nicolas Regnault; J. Rich; V. Ruhlmann-Kleider; S. Baumont; C. Lidman; S. Perlmutter; E. S. Walker

We present a measurement of the volumetric Type Ia supernova (SN Ia) rate (SNR_Ia) as a function of redshift for the first four years of data from the Canada-France-Hawaii Telescope (CFHT) Supernova Legacy Survey (SNLS). This analysis includes 286 spectroscopically confirmed and more than 400 additional photometrically identified SNe Ia within the redshift range 0.1


Astronomy and Astrophysics | 2011

Photometric selection of Type Ia supernovae in the Supernova Legacy Survey

G. Bazin; V. Ruhlmann-Kleider; N. Palanque-Delabrouille; J. Rich; E. Aubourg; P. Astier; C. Balland; S. Basa; R. G. Carlberg; A. Conley; D. Fouchez; J. Guy; D. Hardin; I. M. Hook; D. A. Howell; R. Pain; K. Perrett; C. J. Pritchet; Nicolas Regnault; N. Fourmanoit; S. Gonzalez-Gaitan; C. Lidman; S. Perlmutter; P. Ripoche; E. S. Walker

We present a sample of 485 photometrically identified Type Ia supernova candidates mined from the first three years of data of the CFHT SuperNova Legacy Survey (SNLS). The images were submitted to a deferred processing independent of the SNLS real-time detection pipeline. Light curves of all transient events were reconstructed in the gM, rM, iM and zM filters and submitted to automated sequential cuts in order to identify possible supernovae. Pure noise and long-term variable events were rejected by light curve shape criteria. Type Ia supernova identification relied on event characteristics fitted to their light curves assuming the events to be normal SNe Ia. The light curve fitter SALT2 was used for this purpose, assigning host galaxy photometric redshifts to the tested events. The selected sample of 485 candidates is one magnitude deeper than that allowed by the SNLS spectroscopic identification. The contamination by supernovae of other types is estimated to be 4%. Testing Hubble diagram residuals with this enlarged sample allows us to measure the Malmquist bias due to spectroscopic selections directly. The result is fully consistent with the precise Monte Carlo based estimate used to correct SN Ia distance moduli in the SNLS 3-year cosmological analyses. This paper demonstrates the feasibility of a photometric selection of high redshift supernovae with known host galaxy redshifts, opening interesting prospects for cosmological analyses from future large photometric SN Ia surveys.


The Astronomical Journal | 2008

Type Ia Supernovae Rates and Galaxy Clustering From the CFHT Supernova Legacy Survey

Melissa Lynn Graham; C. J. Pritchet; M. Sullivan; Stephen D. J. Gwyn; James D. Neill; E. Y. Hsiao; P. Astier; D. D. Balam; C. Balland; S. Basa; R. G. Carlberg; A. Conley; D. Fouchez; J. Guy; D. Hardin; I. M. Hook; D. A. Howell; R. Pain; K. Perrett; N. Regnault; S. Baumont; J. Le Du; C. Lidman; S. Perlmutter; P. Ripoche; Nao Suzuki; E. S. Walker; T. Zhang

The Canada-France-Hawaii Telescope Supernova Legacy Survey (CFHT SNLS) has created a large homogeneous database of intermediate redshift (0.2 < z < 1.0) type Ia supernovae (SNe Ia). The SNLS team has shown that correlations exist between SN Ia rates, properties, and host galaxy star-formation rates (SFRs). The SNLS SN Ia database has now been combined with a photometric redshift galaxy catalog and an optical galaxy cluster catalog to investigate the possible influence of galaxy clustering on the SN Ia rate, over and above the expected effect due to the dependence of SFR on clustering through the morphology-density relation. We identify three cluster SNe Ia, plus three additional possible cluster SNe Ia, and find the SN Ia rate per unit mass in clusters at intermediate redshifts is consistent with the rate per unit mass in field early-type galaxies and the SN Ia cluster rate from low-redshift cluster targeted surveys. We also find the number of SNe Ia in cluster environments to be within a factor of 2 of expectations from the two-component SN Ia rate model.

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A. Conley

University of Colorado Boulder

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D. A. Howell

University of California

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C. Lidman

Australian Astronomical Observatory

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