Dark Energy Survey Year 1 Results: Constraints on Intrinsic Alignments and their Colour Dependence from Galaxy Clustering and Weak Lensing
S. Samuroff,Jonathan Blazek,Jonathan Blazek,Michael Troxel,Niall MacCrann,Elisabeth Krause,C. D. Leonard,J. Prat,Daniel Gruen,Scott Dodelson,Tim Eifler,Tim Eifler,M. Gatti,W. G. Hartley,W. G. Hartley,Ben Hoyle,Ben Hoyle,P. Larsen,Joe Zuntz,T. M. C. Abbott,S. Allam,J. Annis,Gary Bernstein,E. Bertin,Sarah Bridle,David Brooks,A. Carnero Rosell,M. Carrasco Kind,J. Carretero,Francisco J. Castander,Carlos E. Cunha,L. N. da Costa,C. Davis,J. De Vicente,D. L. DePoy,Shantanu Desai,H. T. Diehl,J. P. Dietrich,Peter Doel,B. Flaugher,Pablo Fosalba,Joshua A. Frieman,Juan Garcia-Bellido,Enrique Gaztanaga,D. W. Gerdes,Robert A. Gruendl,J. Gschwend,G. Gutierrez,Devon L. Hollowood,K. Honscheid,David J. James,Kyler Kuehn,N. Kuropatkin,Marcos Lima,M. A. G. Maia,M. March,Jennifer L. Marshall,Paul Martini,Peter Melchior,Felipe Menanteau,Christopher J. Miller,Ramon Miquel,R. L. C. Ogando,A. A. Plazas,E. J. Sanchez,V. Scarpine,R. H. Schindler,Michael Schubnell,S. Serrano,I. Sevilla-Noarbe,Erin Sheldon,Mathew Smith,Flavia Sobreira,E. Suchyta,Gregory Tarle,Daniel Thomas,Vinu Vikram +76 more
TLDR
In this article, a joint analysis of intrinsic alignments and cosmology using tomographic weak lensing, galaxy clustering and galaxy-galaxy lensing measurements from Year 1 (Y1) of the Dark Energy Survey is performed.Abstract:
We perform a joint analysis of intrinsic alignments and cosmology using tomographic weak lensing, galaxy clustering and galaxy-galaxy lensing measurements from Year 1 (Y1) of the Dark Energy Survey. We define early- and late-type subsamples, which are found to pass a series of systematics tests, including for spurious photometric redshift error and point spread function correlations. We analyse these split data alongside the fiducial mixed Y1 sample using a range of intrinsic alignment models. In a fiducial Nonlinear Alignment Model (NLA) analysis, assuming a flat \lcdm~cosmology, we find a significant difference in intrinsic alignment amplitude, with early-type galaxies favouring $A_\mathrm{IA} = 2.38^{+0.32}_{-0.31}$ and late-type galaxies consistent with no intrinsic alignments at $0.05^{+0.10}_{-0.09}$. We find weak evidence of a diminishing alignment amplitude at higher redshifts in the early-type sample. The analysis is repeated using a number of extended model spaces, including a physically motivated model that includes both tidal torquing and tidal alignment mechanisms. In multiprobe likelihood chains in which cosmology, intrinsic alignments in both galaxy samples and all other relevant systematics are varied simultaneously, we find the tidal alignment and tidal torquing parts of the intrinsic alignment signal have amplitudes $A_1 = 2.66 ^{+0.67}_{-0.66}$, $A_2=-2.94^{+1.94}_{-1.83}$, respectively, for early-type galaxies and $A_1 = 0.62 ^{+0.41}_{-0.41}$, $A_2 = -2.26^{+1.30}_{-1.16}$ for late-type galaxies. In the full (mixed) Y1 sample the best constraints are $A_1 = 0.70 ^{+0.41}_{-0.38}$, $A_2 = -1.36 ^{+1.08}_{-1.41}$. For all galaxy splits and IA models considered, we report cosmological parameter constraints that are consistent with the results of Troxel et al. (2017) and Dark Energy Survey Collaboration (2017).read more
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KiDS-1000 Cosmology: Multi-probe weak gravitational lensing and spectroscopic galaxy clustering constraints
Catherine Heymans,Catherine Heymans,Tilman Tröster,Marika Asgari,Chris Blake,Hendrik Hildebrandt,Benjamin Joachimi,Konrad Kuijken,Chieh-An Lin,Ariel G. Sánchez,Jan Luca van den Busch,Angus H. Wright,Alexandra Amon,Maciej Bilicki,Jelte T. A. de Jong,Martin Crocce,Andrej Dvornik,Thomas Erben,Maria Cristina Fortuna,Fedor Getman,Benjamin Giblin,Karl Glazebrook,Henk Hoekstra,Shahab Joudaki,Arun Kannawadi,Arun Kannawadi,Fabian Köhlinger,Chris Lidman,Lance Miller,Nicola R. Napolitano,David Parkinson,Peter Schneider,Huanyuan Shan,Huanyuan Shan,Edwin A. Valentijn,Gijs Verdoes Kleijn,Christian Wolf +36 more
TL;DR: In this paper, a joint cosmological analysis of weak gravitational lensing observations from the Kilo-Degree Survey (KiDS-1000), with Baryon Oscillation Spectroscopic Survey (BOSS) and galaxy-galaxy lensing was presented.
Journal ArticleDOI
KiDS-1000 Cosmology: Multi-probe weak gravitational lensing and spectroscopic galaxy clustering constraints
Catherine Heymans,Catherine Heymans,Tilman Tröster,Marika Asgari,Chris Blake,Hendrik Hildebrandt,Benjamin Joachimi,Konrad Kuijken,Chieh-An Lin,Ariel G. Sánchez,Jan Luca van den Busch,Angus H. Wright,Alexandra Amon,Maciej Bilicki,Jelte T. A. de Jong,Martin Crocce,Andrej Dvornik,Thomas Erben,Maria Cristina Fortuna,Fedor Getman,Benjamin Giblin,Karl Glazebrook,Henk Hoekstra,Shahab Joudaki,Arun Kannawadi,Arun Kannawadi,Fabian Köhlinger,Chris Lidman,Lance Miller,Nicola R. Napolitano,David Parkinson,Peter Schneider,Huanyuan Shan,Huanyuan Shan,Edwin A. Valentijn,Gijs Verdoes Kleijn,Christian Wolf +36 more
TL;DR: In this paper, a joint cosmological analysis of weak gravitational lensing observations from the Kilo-Degree Survey (KiDS-1000), with redshift-space galaxy clustering observations from Baryon Oscillation Spectroscopic Survey (BOSS), and galaxy-galaxy lensing from the overlap between KiDS, BOSS and the spectroscopic 2-degree Field Lensing Survey (2dFLenS) is presented.
Journal ArticleDOI
Beyond linear galaxy alignments
TL;DR: In this paper, a perturbative expansion of the intrinsic alignment (IA) model was proposed, analogous to the treatment of galaxy biasing, which includes the expected large-scale alignment mechanisms for galaxies that are pressure-supported and rotation-supported (tidal torquing).
Journal ArticleDOI
Dark Energy Survey Year 3 results: Cosmology from cosmic shear and robustness to modeling uncertainty
TL;DR: In this article , the authors present cosmic shear measurements and cosmological constraints from over 100 million source galaxies in the Dark Energy Survey (DES) Year 3 data, and find no statistically significant constraint on the dark energy equation-of-state parameter at present statistical power.
Journal ArticleDOI
Dark Energy Survey Year 3 results: Cosmology from cosmic shear and robustness to data calibration
TL;DR: In this paper , the authors present the Dark Energy Survey Year 3 cosmic shear measurements and cosmological constraints based on an analysis of over 100 million source galaxies, with the data spanning 4143 deg$^2$ on the sky, divided into four redshift bins, with a signal-to-noise of 40.4 dB.
References
More filters
Journal ArticleDOI
The Sloan Digital Sky Survey: Technical Summary
TL;DR: The Sloan Digital Sky Survey (SDSS) as mentioned in this paper provides the data to support detailed investigations of the distribution of luminous and non-luminous matter in the Universe: a photometrically and astrometrically calibrated digital imaging survey of pi steradians above about Galactic latitude 30 degrees in five broad optical bands.
Journal ArticleDOI
The Sloan Digital Sky Survey: Technical summary
Donald G. York,Jennifer Adelman,John E. Anderson,Scott F. Anderson,James Annis,Neta A. Bahcall,J. A. Bakken,Robert H. Barkhouser,Steven Bastian,E. Berman,William N. Boroski,Steve Bracker,Charlie Briegel,John W. Briggs,Jon Brinkmann,Robert J. Brunner,Scott Burles,Larry N. Carey,Michael A. Carr,Francisco J. Castander,Francisco J. Castander,Bing Chen,Patrick L. Colestock,Andrew J. Connolly,James H. Crocker,István Csabai,István Csabai,Paul C. Czarapata,John Eric Davis,Mamoru Doi,Tom Dombeck,Daniel J. Eisenstein,Nancy Ellman,Brian R. Elms,Brian R. Elms,Michael L. Evans,Xiaohui Fan,Glenn R. Federwitz,Larry Fiscelli,Scott D. Friedman,Joshua A. Frieman,Joshua A. Frieman,Masataka Fukugita,Bruce Gillespie,James E. Gunn,Vijay K. Gurbani,Ernst De Haas,M. Haldeman,Frederick H. Harris,Jeffrey J. E. Hayes,Timothy M. Heckman,Gregory S. Hennessy,Robert B. Hindsley,S. Holm,Donald J. Holmgren,Chi Hao Huang,Charles L. Hull,Don Husby,Shin-Ichi Ichikawa,Takashi Ichikawa,Zěljko Ivezić,Stephen M. Kent,Rita S. J. Kim,E. Kinney,Mark A. Klaene,A. N. Kleinman,Scot Kleinman,Gillian R. Knapp,John Korienek,Richard G. Kron,Richard G. Kron,Peter Z. Kunszt,D. Q. Lamb,Brian C. Lee,R. French Leger,Siriluk Limmongkol,Carl Lindenmeyer,Dan Long,Craig Loomis,Jon Loveday,Rich Lucinio,Robert H. Lupton,Bryan Mackinnon,Bryan Mackinnon,Edward J. Mannery,Paul M. Mantsch,Bruce Margon,Peregrine M. McGehee,Timothy A. McKay,Avery Meiksin,Aronne Merelli,David G. Monet,Jeffrey A. Munn,Vijay K. Narayanan,Thomas Nash,Eric H. Neilsen,Rich Neswold,Heidi Jo Newberg,Heidi Jo Newberg,Robert C. Nichol,T. Nicinski,T. Nicinski,Mario Nonino,Norio Okada,Sadanori Okamura,Jeremiah P. Ostriker,Russell Owen,A. George Pauls,John Peoples,R. Peterson,Don Petravick,Jeffrey R. Pier,Adrian Pope,Ruth Pordes,Angela Prosapio,R. Rechenmacher,Thomas R. Quinn,Gordon T. Richards,Michael Richmond,Claudio H. Rivetta,Constance M. Rockosi,Kurt Ruthmansdorfer,Dale Sandford,David J. Schlegel,Donald P. Schneider,Maki Sekiguchi,G. Sergey,Kazuhiro Shimasaku,Walter A. Siegmund,Stephen A. Smee,J. Allyn Smith,S. A. Snedden,Robert Stone,Chris Stoughton,Michael A. Strauss,Christopher W. Stubbs,Mark SubbaRao,Alexander S. Szalay,István Szapudi,Gyula P. Szokoly,Anirudda R. Thakar,Christy Tremonti,Douglas L. Tucker,Alan Uomoto,Daniel E. Vanden Berk,Michael S. Vogeley,Patrick Waddell,Shu I. Wang,Masaru Watanabe,David H. Weinberg,Brian Yanny,Naoki Yasuda +151 more
TL;DR: The Sloan Digital Sky Survey (SDSS) as discussed by the authors provides the data to support detailed investigations of the distribution of luminous and non-luminous matter in the universe: a photometrically and astrometrically calibrated digital imaging survey of π sr above about Galactic latitude 30° in five broad optical bands to a depth of g' ~ 23 mag.
Journal ArticleDOI
Ensemble samplers with affine invariance
Jonathan Goodman,Jonathan Weare +1 more
TL;DR: A family of Markov chain Monte Carlo methods whose performance is unaffected by affine tranformations of space is proposed, and computational tests show that the affine invariant methods can be significantly faster than standard MCMC methods on highly skewed distributions.
Journal ArticleDOI
Bias and variance of angular correlation functions
TL;DR: In this article, a general method for calculating the bias and variance of estimators for w(θ) based on galaxy-galaxy (DD), random-random (RR), and galaxy random (DR) pair counts is presented.
Journal ArticleDOI
Planck 2015 results. I. Overview of products and scientific results
R. Adam,Peter A. R. Ade,Nabila Aghanim,Yashar Akrami,M. I. R. Alves,Monique Arnaud,Frederico Arroja,J. Aumont,Carlo Baccigalupi,Mario Ballardini,A. J. Banday,R. B. Barreiro,J. G. Bartlett,N. Bartolo,Soumen Basak,P. Battaglia,E. Battaner,Richard A. Battye,K. Benabed,Alain Benoit,A. Benoit-Lévy,J.-P. Bernard,Marco Bersanelli,B. Bertincourt,P. Bielewicz,Anna Bonaldi,Laura Bonavera,J. R. Bond,Julian Borrill,François R. Bouchet,F. Boulanger,M. Bucher,Carlo Burigana,R. C. Butler,Erminia Calabrese,Jean-François Cardoso,P. Carvalho,B. Casaponsa,G. Castex,A. Catalano,Anthony Challinor,A. Chamballu,R.-R. Chary,H. C. Chiang,Jens Chluba,P. R. Christensen,Sarah E. Church,M. S. Clemens,David L. Clements,S. Colombi,L. P. L. Colombo,C. Combet,B. Comis,D. Contreras,F. Couchot,A. Coulais,B. P. Crill,M. Cruz,A. Curto,F. Cuttaia,Luigi Danese,R. D. Davies,R. J. Davis,P. de Bernardis,A. de Rosa,G. de Zotti,Jacques Delabrouille,J.-M. Delouis,F.-X. Désert,E. Di Valentino,Clive Dickinson,Jose M. Diego,Klaus Dolag,H. Dole,S. Donzelli,Olivier Doré,Marian Douspis,A. Ducout,Jo Dunkley,X. Dupac,George Efstathiou,Peter Eisenhardt,F. Elsner,Torsten A. Enßlin,H. K. Eriksen,E. Falgarone,Yabebal Fantaye,Marzieh Farhang,Stephen M. Feeney,James R. Fergusson,R. Fernandez-Cobos,Farhan Feroz,Fabio Finelli,Estrella Florido,Olivier Forni,M. Frailis,A. A. Fraisse,Cristian Franceschet,E. Franceschi,A. Frejsel,Andrei V. Frolov,S. Galeotta,S. Galli,K. Ganga,C. Gauthier,Ricardo Génova-Santos,Martina Gerbino,Tuhin Ghosh,M. Giard,Y. Giraud-Héraud,Elena Giusarma,E. Gjerløw,J. González-Nuevo,Krzysztof M. Gorski,Keith Grainge,Serge Gratton,A. Gregorio,Alessandro Gruppuso,Jon E. Gudmundsson,Jan Hamann,Will Handley,F. K. Hansen,Duncan Hanson,D. L. Harrison,Alan Heavens,George Helou,Sophie Henrot-Versille,C. Hernández-Monteagudo,D. Herranz,S. R. Hildebrandt,E. Hivon,Michael P. Hobson,W. A. Holmes,Allan Hornstrup,W. Hovest,Zhiqi Huang,Kevin M. Huffenberger,G. Hurier,S. Ilić,Andrew H. Jaffe,T. R. Jaffe,T. Jin,W. C. Jones,Mika Juvela,A. Karakci,E. Keihänen,Reijo Keskitalo,K. Kiiveri,J. B. Kim,Theodore Kisner,R. Kneissl,J. Knoche,N. Krachmalnicoff,Martin Kunz,Hannu Kurki-Suonio,F. Lacasa,Guilaine Lagache,Anne Lähteenmäki,J.-M. Lamarre,Mathieu Langer,Anthony Lasenby,Massimiliano Lattanzi,Charles R. Lawrence,M. Le Jeune,J. P. Leahy,E. Lellouch,R. Leonardi,J. Leon-Tavares,Julien Lesgourgues,François Levrier,Antony Lewis,Michele Liguori,P. B. Lilje,M. Linden-Vørnle,V. Lindholm,Hao Liu,M. López-Caniego,Philip Lubin,Yin-Zhe Ma,J. F. Macías-Pérez,G. Maggio,D. S. Y. Mak,N. Mandolesi,A. Mangilli,A. Marchini,A. Marcos-Caballero,Domenico Marinucci,D. J. Marshall,Peter G. Martin,M. Martinelli,E. Martínez-González,Silvia Masi,Sabino Matarrese,Pasquale Mazzotta,Jason D. McEwen,P. McGehee,Simona Mei,Peter Meinhold,Alessandro Melchiorri,J.-B. Melin,L. Mendes,A. Mennella,M. Migliaccio,K. Mikkelsen,Subhabrata Mitra,M.-A. Miville-Deschênes,D. Molinari,A. Moneti,L. Montier,R. Moreno,Gianluca Morgante,Daniel J. Mortlock,Adam Moss,S. Mottet,M. Müenchmeyer,Dipak Munshi,J. A. Murphy,Ali Narimani,Pavel Naselsky,A. Nastasi,Federico Nati,Paolo Natoli,M. Negrello,Calvin B. Netterfield,Hans Ulrik Nørgaard-Nielsen,F. Noviello,Dmitry Novikov,I. D. Novikov,M. Olamaie,Niels Oppermann,E. Orlando,C. A. Oxborrow,F. Paci,L. Pagano,F. Pajot,R. Paladini,S. Pandolfi,Daniela Paoletti,B. Partridge,F. Pasian,G. Patanchon,T. J. Pearson,Michael W. Peel,H. V. Peiris,V. M. Pelkonen,O. Perdereau,L. Perotto,Y. C. Perrott,Francesca Perrotta,Valeria Pettorino,F. Piacentini,M. Piat,E. Pierpaoli,Davide Pietrobon,Stéphane Plaszczynski,Dmitry Pogosyan,Etienne Pointecouteau,G. Polenta,L. Popa,G. W. Pratt,G. Prézeau,Simon Prunet,J.-L. Puget,Jörg P. Rachen,B. Racine,William T. Reach,Rafael Rebolo,M. Reinecke,Mathieu Remazeilles,C. Renault,A. Renzi,I. Ristorcelli,Graca Rocha,Matthieu Roman,E. Romelli,C. Rosset,M. Rossetti,Aditya Rotti,G. Roudier,B. Rouillé d'Orfeuil,Michael Rowan-Robinson,Jose Alberto Rubino-Martin,B. Ruiz-Granados,Clare Rumsey,Ben Rusholme,Najla Said,Valentina Salvatelli,L. Salvati,M. Sandri,H. S. Sanghera,D. Santos,Richard D. E. Saunders,A. Sauvé,M. Savelainen,Giorgio Savini,Bjoern Malte Schaefer,Michel P. Schammel,Douglas Scott,Michael Seiffert,Paolo Serra,E. P. S. Shellard,Timothy W. Shimwell,Maresuke Shiraishi,Kendrick M. Smith,Tarun Souradeep,Locke D. Spencer,M. Spinelli,S. A. Stanford,Daniel Stern,V. Stolyarov,R. Stompor,Andrew W. Strong,R. Sudiwala,R. A. Sunyaev,Paul M. Sutter,D. Sutton,A.-S. Suur-Uski,J.-F. Sygnet,J. A. Tauber,Daniele Tavagnacco,Luca Terenzi,D. Texier,L. Toffolatti,M. Tomasi,Merja Tornikoski,M. Tristram,A. Troja,T. Trombetti,M. Tucci,J. Tuovinen,M. Turler,G. Umana,Luca Valenziano,Jussi-Pekka Väliviita,B. Van Tent,T. Vassallo,M. Vidal,Matteo Viel,P. Vielva,Fabrizio Villa,L. A. Wade,B. Walter,Benjamin D. Wandelt,Robert A. Watson,Ingunn Kathrine Wehus,Niraj Welikala,Jochen Weller,Martin White,S. D. M. White,Althea Wilkinson,D. Yvon,Andrea Zacchei,J. P. Zibin,Andrea Zonca +353 more
TL;DR: The European Space Agency's Planck satellite, dedicated to studying the early Universe and its subsequent evolution, was launched 14~May 2009 and scanned the microwave and submillimetre sky continuously between 12~August 2009 and 23~October 2013 as discussed by the authors.
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