MEASURING TYPE IA SUPERNOVA POPULATIONS OF STRETCH AND COLOR AND PREDICTING DISTANCE BIASES

被引:110
作者
Scolnic, D. [1 ]
Kessler, R. [1 ]
机构
[1] Univ Chicago, Dept Phys, Chicago, IL 60637 USA
基金
美国国家科学基金会;
关键词
dark energy; supernovae: general; LIGHT CURVES; COSMOLOGICAL CONSTRAINTS; SYSTEMATIC UNCERTAINTIES; SDSS-II; MODELS;
D O I
10.3847/2041-8205/822/2/L35
中图分类号
P1 [天文学];
学科分类号
0704 ;
摘要
Simulations of Type Ia supernovae (SNe Ia) surveys are a critical tool for correcting biases in the analysis of SNe Ia to infer cosmological parameters. Large-scale Monte Carlo simulations include a thorough treatment of observation history, measurement noise, intrinsic scatter models, and selection effects. In this Letter, we improve simulations with a robust technique to evaluate the underlying populations of SN Ia color and stretch that correlate with luminosity. In typical analyses, the standardized SN Ia brightness is determined from linear "Tripp" relations between the light curve color and luminosity and between stretch and luminosity. However, this solution produces Hubble residual biases because intrinsic scatter and measurement noise result in measured color and stretch values that do not follow the Tripp relation. We find a 10 sigma bias (up to 0.3 mag) in Hubble residuals versus color and 5 sigma bias (up to 0.2 mag) in Hubble residuals versus stretch in a joint sample of 920 spectroscopically confirmed SN Ia from PS1, SNLS, SDSS, and several low-z surveys. After we determine the underlying color and stretch distributions, we use simulations to predict and correct the biases in the data. We show that removing these biases has a small impact on the low-z sample, but reduces the intrinsic scatter sigma(int) from 0.101 to 0.083 in the combined PS1, SNLS, and SDSS sample. Past estimates of the underlying populations were too broad, leading to a small bias in the equation of state of dark energy w of Delta w = 0.005.
引用
收藏
页数:5
相关论文
共 32 条
[1]   Planck 2013 results. XVI. Cosmological parameters [J].
Ade, P. A. R. ;
Aghanim, N. ;
Armitage-Caplan, C. ;
Arnaud, M. ;
Ashdown, M. ;
Atrio-Barandela, F. ;
Aumont, J. ;
Baccigalupi, C. ;
Banday, A. J. ;
Barreiro, R. B. ;
Bartlett, J. G. ;
Battaner, E. ;
Benabed, K. ;
Benoit, A. ;
Benoit-Levy, A. ;
Bernard, J. -P. ;
Bersanelli, M. ;
Bielewicz, P. ;
Bobin, J. ;
Bock, J. J. ;
Bonaldi, A. ;
Bond, J. R. ;
Borrill, J. ;
Bouchet, F. R. ;
Bridges, M. ;
Bucher, M. ;
Burigana, C. ;
Butler, R. C. ;
Calabrese, E. ;
Cappellini, B. ;
Cardoso, J. -F. ;
Catalano, A. ;
Challinor, A. ;
Chamballu, A. ;
Chary, R. -R. ;
Chen, X. ;
Chiang, H. C. ;
Chiang, L. -Y ;
Christensen, P. R. ;
Church, S. ;
Clements, D. L. ;
Colombi, S. ;
Colombo, L. P. L. ;
Couchot, F. ;
Coulais, A. ;
Crill, B. P. ;
Curto, A. ;
Cuttaia, F. ;
Danese, L. ;
Davies, R. D. .
ASTRONOMY & ASTROPHYSICS, 2014, 571
[2]  
Baker S., 1984, NIMPR, V221, pA437
[3]   Improved cosmological constraints from a joint analysis of the SDSS-II and SNLS supernova samples [J].
Betoule, M. ;
Kessler, R. ;
Guy, J. ;
Mosher, J. ;
Hardin, D. ;
Biswas, R. ;
Astier, P. ;
El-Hage, P. ;
Konig, M. ;
Kuhlmann, S. ;
Marriner, J. ;
Pain, R. ;
Regnault, N. ;
Balland, C. ;
Bassett, B. A. ;
Brown, P. J. ;
Campbell, H. ;
Carlberg, R. G. ;
Cellier-Holzern, F. ;
Cinabro, D. ;
Conley, A. ;
D'Andrea, C. B. ;
DePoy, D. L. ;
Doi, M. ;
Ellis, R. S. ;
Fabbro, S. ;
Filippenko, A. V. ;
Foley, R. J. ;
Frieman, J. A. ;
Fouchez, D. ;
Galbany, L. ;
Goobar, A. ;
Gupta, R. R. ;
Hill, G. J. ;
Hlozek, R. ;
Hogan, C. J. ;
Hook, I. M. ;
Howell, D. A. ;
Jha, S. W. ;
Le Guillou, L. ;
Leloudas, G. ;
Lidrnan, C. ;
Marshall, J. L. ;
Moeller, A. ;
Mourao, A. M. ;
Neveu, J. ;
Nichol, R. ;
Olmstead, M. D. ;
Palanque-Delabrouille, N. ;
Perlinutter, S. .
ASTRONOMY & ASTROPHYSICS, 2014, 568
[4]   THE CARNEGIE SUPERNOVA PROJECT: INTRINSIC COLORS OF TYPE Ia SUPERNOVAE [J].
Burns, Christopher R. ;
Stritzinger, Maximilian ;
Phillips, M. M. ;
Hsiao, E. Y. ;
Contreras, Carlos ;
Persson, S. E. ;
Folatelli, Gaston ;
Boldt, Luis ;
Campillay, Abdo ;
Castellon, Sergio ;
Freedman, Wendy L. ;
Madore, Barry F. ;
Morrell, Nidia ;
Salgado, Francisco ;
Suntzeff, Nicholas B. .
ASTROPHYSICAL JOURNAL, 2014, 789 (01)
[5]   The reddening law of type Ia supernovae: separating intrinsic variability from dust using equivalent widths [J].
Chotard, N. ;
Gangler, E. ;
Aldering, G. ;
Antilogus, P. ;
Aragon, C. ;
Bailey, S. ;
Baltay, C. ;
Bongard, S. ;
Buton, C. ;
Canto, A. ;
Childress, M. ;
Copin, Y. ;
Fakhouri, H. K. ;
Hsiao, E. Y. ;
Kerschhaggl, M. ;
Kowalski, M. ;
Loken, S. ;
Nugent, P. ;
Paech, K. ;
Pain, R. ;
Pecontal, E. ;
Pereira, R. ;
Perlmutter, S. ;
Rabinowitz, D. ;
Runge, K. ;
Scalzo, R. ;
Smadja, G. ;
Tao, C. ;
Thomas, R. C. ;
Weaver, B. A. ;
Wu, C. .
ASTRONOMY & ASTROPHYSICS, 2011, 529
[6]   IMPROVING COSMOLOGICAL DISTANCE MEASUREMENTS USING TWIN TYPE IA SUPERNOVAE [J].
Fakhouri, H. K. ;
Boone, K. ;
Aldering, G. ;
Antilogus, P. ;
Aragon, C. ;
Bailey, S. ;
Baltay, C. ;
Barbary, K. ;
Baugh, D. ;
Bongard, S. ;
Buton, C. ;
Chen, J. ;
Childress, M. ;
Chotard, N. ;
Copin, Y. ;
Fagrelius, P. ;
Feindt, U. ;
Fleury, M. ;
Fouchez, D. ;
Gangler, E. ;
Hayden, B. ;
Kim, A. G. ;
Kowalski, M. ;
Leget, P. -F. ;
Lombardo, S. ;
Nordin, J. ;
Pain, R. ;
Pecontal, E. ;
Pereira, R. ;
Perlmutter, S. ;
Rabinowitz, D. ;
Ren, J. ;
Rigault, M. ;
Rubin, D. ;
Runge, K. ;
Saunders, C. ;
Scalzo, R. ;
Smadja, G. ;
Sofiatti, C. ;
Strovink, M. ;
Suzuki, N. ;
Tao, C. ;
Thomas, R. C. ;
Weaver, B. A. .
ASTROPHYSICAL JOURNAL, 2015, 815 (01)
[7]   MEASURING EJECTA VELOCITY IMPROVES TYPE Ia SUPERNOVA DISTANCES [J].
Foley, Ryan J. ;
Kasen, Daniel .
ASTROPHYSICAL JOURNAL, 2011, 729 (01)
[8]   The Supernova Legacy Survey 3-year sample: Type Ia supernovae photometric distances and cosmological constraints [J].
Guy, J. ;
Sullivan, M. ;
Conley, A. ;
Regnault, N. ;
Astier, P. ;
Balland, C. ;
Basa, S. ;
Carlberg, R. G. ;
Fouchez, D. ;
Hardin, D. ;
Hook, I. M. ;
Howell, D. A. ;
Pain, R. ;
Palanque-Delabrouille, N. ;
Perrett, K. M. ;
Pritchet, C. J. ;
Rich, J. ;
Ruhlmann-Kleider, V. ;
Balam, D. ;
Baumont, S. ;
Ellis, R. S. ;
Fabbro, S. ;
Fakhouri, H. K. ;
Fourmanoit, N. ;
Gonzalez-Gaitan, S. ;
Graham, M. L. ;
Hsiao, E. ;
Kronborg, T. ;
Lidman, C. ;
Mourao, A. M. ;
Perlmutter, S. ;
Ripoche, P. ;
Suzuki, N. ;
Walker, E. S. .
ASTRONOMY & ASTROPHYSICS, 2010, 523
[9]   Extinction and radial distribution of supernova properties in their parent galaxies [J].
Hatano, K ;
Branch, D ;
Deaton, J .
ASTROPHYSICAL JOURNAL, 1998, 502 (01) :177-181
[10]   CfA4: LIGHT CURVES FOR 94 TYPE Ia SUPERNOVAE [J].
Hicken, Malcolm ;
Challis, Peter ;
Kirshner, Robert P. ;
Rest, Armin ;
Cramer, Claire E. ;
Wood-Vasey, W. Michael ;
Bakos, Gaspar ;
Berlind, Perry ;
Brown, Warren R. ;
Caldwell, Nelson ;
Calkins, Mike ;
Currie, Thayne ;
de Kleer, Kathy ;
Esquerdo, Gil ;
Everett, Mark ;
Falco, Emilio ;
Fernandez, Jose ;
Friedman, Andrew S. ;
Groner, Ted ;
Hartman, Joel ;
Holman, Matthew J. ;
Hutchins, Robert ;
Keys, Sonia ;
Kipping, David ;
Latham, Dave ;
Marion, George H. ;
Narayan, Gautham ;
Pahre, Michael ;
Pal, Andras ;
Peters, Wayne ;
Perumpilly, Gopakumar ;
Ripman, Ben ;
Sipocz, Brigitta ;
Szentgyorgyi, Andrew ;
Tang, Sumin ;
Torres, Manuel A. P. ;
Vaz, Amali ;
Wolk, Scott ;
Zezas, Andreas .
ASTROPHYSICAL JOURNAL SUPPLEMENT SERIES, 2012, 200 (02)