First Measurement of the Hubble Constant from a Dark Standard Siren using the Dark Energy Survey Galaxies and the LIGO/Virgo Binary–Black-hole Merger GW170814

We present a multi-messenger measurement of the Hubble constant H 0 using the binary–black-hole merger GW170814 as a standard siren, combined with a photometric redshift catalog from the Dark Energy Survey (DES). The luminosity distance is obtained from the gravitational wave signal detected by the Laser Interferometer Gravitational-Wave Observatory (LIGO)/Virgo Collaboration (LVC) on 2017 August 14, and the redshift information is provided by the DES Year 3 data. Black hole mergers such as GW170814 are expected to lack bright electromagnetic emission to uniquely identify their host galaxies and build an object-by-object Hubble diagram. However, they are suitable for a statistical measurement, provided that a galaxy catalog of adequate depth and redshift completion is available. Here we present the first Hubble parameter measurement using a black hole merger. Our analysis results in ${H}_{0}={75}_{-32}^{+40}\,\mathrm{km}\,{{\rm{s}}}^{-1}\,{\mathrm{Mpc}}^{-1}$, which is consistent with both SN Ia and cosmic microwave background measurements of the Hubble constant. The quoted 68% credible region comprises 60% of the uniform prior range [20, 140] km s−1 Mpc−1, and it depends on the assumed prior range. If we take a broader prior of [10, 220] km s−1 Mpc−1, we find ${H}_{0}={78}_{-24}^{+96}\,\mathrm{km}\,{{\rm{s}}}^{-1}\,{\mathrm{Mpc}}^{-1}$ (57% of the prior range). Although a weak constraint on the Hubble constant from a single event is expected using the dark siren method, a multifold increase in the LVC event rate is anticipated in the coming years and combinations of many sirens will lead to improved constraints on H 0.

B. A. Boom | E. C. Ferreira | H. N. Isa | S. A. Usman | P. B. Covas | C. Broeck | J. McCann | P. Ricker | D. Gerdes | S. Klimenko | A. Mukherjee | S. Oh | M. Fejer | P. Couvares | A. Wade | J. Frieman | O. Lahav | F. Castander | P. Fosalba | F. Abdalla | C. Conselice | J. García-Bellido | A. Rosell | L. Costa | M. Maia | R. Ogando | F. Sobreira | M. Swanson | J. Worden | J. Gair | S. Babak | E. Porter | M. Gill | G. Prodi | S. Fairhurst | A. Heptonstall | D. Hofman | P. Wessels | D. Keitel | R. Kennedy | J. Key | F. Khalili | S. Khan | Z. Khan | E. Khazanov | N. Kijbunchoo | K. Kim | Y. Kim | E. King | P. King | J. Kissel | L. Kleybolte | S. Koehlenbeck | S. Koley | V. Kondrashov | A. Kontos | M. Korobko | W. Korth | I. Kowalska | D. Kozak | V. Kringel | A. Królak | G. Kuehn | P. Kumar | L. Kuo | A. Kutynia | B. Lackey | M. Landry | J. Lange | B. Lantz | P. Lasky | A. Lazzarini | C. Lazzaro | P. Leaci | S. Leavey | C. Lee | H. Lee | H. Lee | K. Lee | N. Letendre | Y. Levin | T. G. F. Li | T. Littenberg | N. Lockerbie | M. Lorenzini | V. Loriette | M. Lormand | G. Losurdo | J. Lough | A. Lundgren | Y. Ma | M. Macinnis | D. Macleod | F. Magaña-Sandoval | R. Magee | E. Majorana | I. Maksimovic | N. Man | V. Mandic | V. Mangano | G. Mansell | M. Manske | M. Mantovani | F. Marchesoni | F. Marion | S. Márka | Z. Marka | A. Markosyan | E. Maros | F. Martelli | I. Martin | R. Martin | D. Martynov | K. Mason | A. Masserot | T. Massinger | M. Masso-Reid | F. Matichard | L. Matone | N. Mavalvala | N. Mazumder | R. McCarthy | D. McClelland | S. McCormick | S. McGuire | J. McIver | S. McWilliams | D. Meacher | G. Meadors | J. Meidam | A. Melatos | G. Mendell | R. Mercer | M. Merzougui | S. Meshkov | C. Messenger | C. Messick | P. Meyers | H. Miao | H. Middleton | E. Mikhailov | M. Millhouse | Y. Minenkov | C. Mishra | S. Mitra | V. Mitrofanov | G. Mitselmakher | R. Mittleman | S. Mohapatra | M. Montani | C. Moore | D. Moraru | G. Moreno | B. Mours | C. Mow-Lowry | D. Mukherjee | S. Mukherjee | A. Mullavey | J. Munch | P. Murray | I. Nardecchia | L. Naticchioni | R. Nayak | G. Nelemans | A. Neunzert | S. Nissanke | F. Nocera | L. Nuttall | J. Oberling | G. Ogin | J. Oh | F. Ohme | M. Oliver | P. Oppermann | R. Oram | H. Overmier | B. Owen | A. Pai | S. Pai | J. Palamos | O. Palashov | C. Palomba | A. Pal-Singh | H. Pan | C. Pankow | F. Pannarale | B. Pant | F. Paoletti | A. Paoli | W. Parker | D. Pascucci | A. Pasqualetti | R. Passaquieti | D. Passuello | B. Pearlstone | M. Pedraza | R. Pedurand | A. Pele | S. Penn | A. Perreca | M. Phelps | O. Piccinni | M. Pichot | F. Piergiovanni | G. Pillant | L. Pinard | M. Pitkin | R. Poggiani | J. Powell | J. Prasad | T. Prestegard | S. Privitera | M. Punturo | P. Puppo | H. Qi | V. Quetschke | E. Quintero | R. Quitzow-James | H. Radkins | P. Raffai | S. Raja | M. Rakhmanov | P. Rapagnani | V. Raymond | M. Razzano | J. Read | T. Regimbau | L. Rei | S. Reid | D. Reitze | F. Ricci | K. Riles | N. Robertson | R. Robie | A. Rocchi | L. Rolland | J. Rollins | V. Roma | R. Romano | J. Romie | S. Rowan | P. Ruggi | S. Sachdev | T. Sadecki | M. Saleem | A. Samajdar | L. Sammut | E. Sanchez | V. Sandberg | J. Sanders | B. Sassolas | O. Sauter | R. Savage | P. Schale | P. Schmidt | R. Schnabel | R. Schofield | E. Schreiber | B. Schutz | J. Scott | S. Scott | D. Sellers | D. Sentenac | V. Sequino | A. Sergeev | D. Shaddock | M. Shahriar | P. Shawhan | D. Shoemaker | K. Siellez | D. Sigg | A. Silva | L. Singer | A. Sintes | J. Smith | R. Smith | E. Son | B. Sorazu | F. Sorrentino | T. Souradeep | A. Srivastava | M. Steinke | J. Steinlechner | S. Steinlechner | D. Steinmeyer | R. Stone | G. Stratta | S. Strigin | R. Sturani | A. Stuver | T. Summerscales | L. Sun | P. Sutton | B. Swinkels | M. Szczepańczyk | M. Tacca | D. Talukder | D. Tanner | M. Tápai | A. Taracchini | R. Taylor | M. Thomas | P. Thomas | K. Thorne | E. Thrane | V. Tiwari | M. Tonelli | C. Torrie | F. Travasso | G. Traylor | M. Tringali | L. Trozzo | M. Tse | D. Tuyenbayev | D. Ugolini | C. Unnikrishnan | A. Urban | H. Vahlbruch | G. Vajente | G. Valdes | N. Bakel | M. Beuzekom | J. Brand | L. Schaaf | J. Heijningen | A. Veggel | M. Vardaro | S. Vass | M. Vasuth | B. Abbott | D. Tucker | E. Huerta | M. Kind | P. Cowperthwaite | Z. Etienne | M. Fishbach | D. George | R. Gruendl | E. Katsavounidis | S. Rosofsky | E. Seidel | T. D. Collaboration | The Ligo Scientific Collaboration | the Virgo Collaboration M. Soares-Santos | A. Palmese | W. Hartley | J. Annis | Zoheyr Doctor | D. Holz | H. Lin | M. Pereira | A. Garcia | K. Herner | R. Kessler | H. Peiris | M. Sako | S. Allam | D. Brout | H. Chen | J. DeRose | J. DeVicente | H. Diehl | J. Gschwend | I. Sevilla-Noarbe | R. Wechsler | E. Berger | B. Metzger | P. Williams | T. Abbott | S. Ávila | K. Bechtol | E. Bertin | D. Brooks | E. Buckley-Geer | D. Burke | J. Carretero | M. Crocce | C. Cunha | C. D'Andrea | C. Davis | S. Desai | P. Doel | A. Drlica-Wagner | T. Eifler | A. Evrard | B. Flaugher | E. Gaztañaga | D. Gruen | G. Gutiérrez | D. Hollowood | B. Hoyle | D. James | T. Jeltema | K. Kuehn | N. Kuropatkin | T. Li | M. Lima | J. Marshall | F. Menanteau | R. Miquel | E. Neilsen | A. Plazas | A. Romer | A. Roodman | V. Scarpine | R. Schindler | M. Schubnell | S. Serrano | M. Smith | R. Smith | E. Suchyta | G. Tarlé | R. Thomas | A. Walker | W. Wester | J. Zuntz | R. Abbott | T. Abbott | S. Abraham | F. Acernese | K. Ackley | C. Adams | R. Adhikari | V. Adya | C. Affeldt | M. Agathos | K. Agatsuma | N. Aggarwal | O. Aguiar | L. Aiello | A. Ain | P. Ajith | G. Allen | A. Allocca | M. Aloy | P. Altin | A. Amato | A. Ananyeva | S. Anderson | W. Anderson | S. Angelova | S. Appert | K. Arai | M. Araya | J. Areeda | M. Arène | S. Ascenzi | G. Ashton | S. Aston | P. Astone | F. Aubin | P. Aufmuth | K. AultONeal | C. Austin | V. Avendano | A. Ávila-Álvarez | P. Bacon | F. Badaracco | M. Bader | S. Bae | P. Baker | F. Baldaccini | G. Ballardin | S. Ballmer | S. Banagiri | J. Barayoga | S. Barclay | B. Barish | D. Barker | K. Barkett | S. Barnum | F. Barone | B. Barr | L. Barsotti | M. Barsuglia | D. Barta | J. Bartlett | I. Bartos | R. Bassiri | A. Basti | M. Bawaj | J. Bayley | M. Bazzan | B. Bécsy | M. Bejger | A. Bell | D. Beniwal | G. Bergmann | S. Bernuzzi | J. J. Bero | C. Berry | D. Bersanetti | A. Bertolini | J. Betzwieser | R. Bhandare | J. Bidler | I. Bilenko | S. Bilgili | G. Billingsley | J. Birch | R. Birney | O. Birnholtz | S. Biscans | S. Biscoveanu | A. Bisht | M. Bitossi | J. Blackburn | C. Blair | D. Blair | R. Blair | S. Bloemen | N. Bode | M. Boer | Y. Boetzel | G. Bogaert | F. Bondu | E. Bonilla | R. Bonnand | P. Booker | C. Booth | R. Bork | V. Boschi | S. Bose | K. Bossie | V. Bossilkov | J. Bosveld | Y. Bouffanais | A. Bozzi | C. Bradaschia | P. Brady | A. Bramley | M. Branchesi | J. Brau | T. Briant | J. Briggs | F. Brighenti | A. Brillet | M. Brinkmann | P. Brockill | A. Brooks | D. Brown | S. Brunett | A. Buikema | T. Bulik | H. Bulten | A. Buonanno | D. Buskulic | C. Buy | R. Byer | M. Cabero | L. Cadonati | G. Cagnoli | C. Cahillane | J. Bustillo | T. Callister | E. Calloni | J. Camp | W. Campbell | K. Cannon | H. Cao | J. Cao | E. Capocasa | F. Carbognani | S. Caride | M. Carney | Gregorio Carullo | J. Diaz | C. Casentini | S. Caudill | M. Cavaglià | R. Cavalieri | G. Cella | P. Cerdá-Durán | G. Cerretani | E. Cesarini | O. Chaibi | K. Chakravarti | S. Chamberlin | M. Chan | S. Chao | P. Charlton | E. Chase | É. Chassande-Mottin | D. Chatterjee | M. Chaturvedi | K. Chatziioannou | B. Cheeseboro | X. Chen | Y. Chen | H.-P. Cheng | C. Cheong | H. Chia | A. Chincarini | A. Chiummo | G. Cho | H. Cho | M. Cho | N. Christensen | Q. Chu | S. Chua | K. Chung | S. Chung | G. Ciani | A. Ciobanu | R. Ciolfi | F. Cipriano | A. Cirone | F. Clara | J. Clark | P. Clearwater | F. Cleva | C. Cocchieri | E. Coccia | P. Cohadon | R. Colgan | M. Colleoni | C. Collette | C. Collins | L. Cominsky | M. Constancio | L. Conti | S. Cooper | P. Corban | T. Corbitt | I. Cordero-Carrión | K. R. Corley | N. Cornish | A. Corsi | S. Cortese | C. Costa | R. Cotesta | M. Coughlin | S. Coughlin | J. Coulon | S. Countryman | E. Cowan | D. Coward | M. Cowart | D. Coyne | R. Coyne | J. Creighton | T. Creighton | J. Cripe | M. Croquette | S. Crowder | T. Cullen | A. Cumming | L. Cunningham | E. Cuoco | T. Canton | G. Dálya | S. Danilishin | S. D’Antonio | K. Danzmann | A. Dasgupta | C. F. S. Costa | L. Datrier | V. Dattilo | I. Dave | D. Davis | E. Daw | D. DeBra | M. Deenadayalan | J. Degallaix | M. D. Laurentis | S. Deleglise | W. D. Pozzo | L. DeMarchi | N. Demos | T. Dent | R. Pietri | J. Derby | R. Rosa | C. D. Rossi | R. DeSalvo | O. D. Varona | S. Dhurandhar | M. Díaz | T. Dietrich | L. Fiore | M. Giovanni | T. D. Girolamo | A. Lieto | B. Ding | S. D. Pace | I. Palma | F. Renzo | A. Dmitriev | F. Donovan | K. Dooley | S. Doravari | I. Dorrington | T. Downes | M. Drago | J. Driggers | Z. Du | P. Dupej | S. Dwyer | P. Easter | T. Edo | M. Edwards | A. Effler | P. Ehrens | J. Eichholz | S. Eikenberry | M. Eisenmann | R. Eisenstein | H. Estellés | D. Estevez | T. Etzel | M. Evans | T. Evans | V. Fafone | H. Fair | X. Fan | S. Farinon | B. Farr | W. Farr | E. Fauchon-Jones | Marc Favata | M. Fays | M. Fazio | C. Fee | J. Feicht | F. Feng | Á. Fernández-Galiana | I. Ferrante | T. A. Ferreira | F. Ferrini | F. Fidecaro | I. Fiori | D. Fiorucci | R. Fisher | J. Fishner | M. Fitz-Axen | R. Flaminio | M. Fletcher | E. Flynn | H. Fong | J. Font | P. Forsyth | J. Fournier | S. Frasca | F. Frasconi | Z. Frei | A. Freise | R. Frey | P. Fritschel | V. Frolov | P. Fulda | M. Fyffe | H. Gabbard | B. Gadre | S. Gaebel | L. Gammaitoni | M. Ganija | S. Gaonkar | C. García-Quirós | F. Garufi | B. Gateley | S. Gaudio | G. Gaur | V. Gayathri | G. Gemme | E. Génin | A. Gennai | J. George | L. Gergely | V. Germain | S. Ghonge | Abhirup Ghosh | A. Ghosh | S. Ghosh | B. Giacomazzo | J. Giaime | K. Giardina | A. Giazotto | K. Gill | G. Giordano | L. Glover | P. Godwin | E. Goetz | R. Goetz | B. Goncharov | G. González | J. M. Castro | A. Gopakumar | M. Gorodetsky | S. Gossan | M. Gosselin | R. Gouaty | A. Grado | C. Graef | M. Granata | A. Grant | S. Gras | P. Grassia | C. Gray | R. Gray | G. Greco | A. Green | R. Green | E. Gretarsson | P. Groot | H. Grote | S. Grunewald | G. Guidi | H. Gulati | Y. Guo | A. Gupta | M. Gupta | E. Gustafson | R. Gustafson | L. Haegel | O. Halim | B. Hall | E. Hall | E. Hamilton | G. Hammond | M. Haney | M. Hanke | J. Hanks | C. Hanna | O. Hannuksela | J. Hanson | T. Hardwick | K. Haris | J. Harms | G. Harry | I. Harry | C. Haster | K. Haughian | F. Hayes | J. Healy | A. Heidmann | M. Heintze | H. Heitmann | G. Hemming | M. Hendry | I. Heng | J. Hennig | F. Vivanco | M. Heurs | S. Hild | T. Hinderer | D. Hoak | S. Hochheim | A. M. Holgado | N. Holland | K. Holt | P. Hopkins | C. Horst | J. Hough | E. Howell | C. Hoy | A. Hreibi | B. Hughey | M. Hulko | S. Husa | S. Huttner | T. Huynh--Dinh | B. Idzkowski | A. Iess | C. Ingram | R. Inta | G. Intini | B. Irwin | J. Isac | M. Isi | B. Iyer | K. Izumi | T. Jacqmin | S. Jadhav | K. Jani | N. N. Janthalur | P. Jaranowski | A. Jenkins | J. Jiang | D. S. Johnson | A. Jones | D. Jones | R. Jones | R. Jonker | L. Ju | J. Junker | C. Kalaghatgi | V. Kalogera | B. Kamai | S. Kandhasamy | G. Kang | J. Kanner | S. Kapadia | S. Karki | K. Karvinen | R. Kashyap | M. Kasprzack | S. Katsanevas | W. Katzman | S. Kaufer | K. Kawabe | N. Keerthana | F. Kéfélian | H. Khan | I. Khan | M. Khursheed | Chunglee Kim | J. Kim | W. Kim | C. Kimball | M. Kinley-Hanlon | R. Kirchhoff | J. Klika | T. Knowles | P. Koch | G. Koekoek | N. Koper | N. Krishnendu | A. Kumar | R. Kumar | S. Kumar | S. Kwang | K. Lai | T. Lam | B. Lane | R. Lang | R. Lanza | M. Laxen | Y. Lecoeuche | H. W. Lee | J. Lee | J. Lehmann | A. Lenon | J. Li | K. Li | X. Li | F. Lin | F. Linde | S. Linker | J. Liu | X. Liu | R. K. Lo | L. London | A. Longo | C. Lousto | G. Lovelace | M. Lower | H. Luck | D. Lumaca | R. Lynch | R. Macas | S. Macfoy | A. Macquet | I. M. Hernandez | L. M. Zertuche | A. Malik | C. Markakis | A. Markowitz | A. Marquina | S. Marsat | E. Massera | S. Mastrogiovanni | A. Matas | L. McCuller | D. McManus | T. Mcrae | M. Mehmet | A. Mehta | L. Mereni | E. Merilh | R. Metzdorff | C. Michel | L. Milano | A. Miller | A. Miller | J. Mills | M. Milovich-Goff | O. Minazzoli | A. Mishkin | T. Mistry | G. Mo | D. Moffa | K. Mogushi | S. Morisaki | N. Mukund | E. Muniz | M. Muratore | J. Neilson | T. Nelson | M. Nery | K. Ng | S. Ng | P. Nguyen | D. Nichols | C. North | M. Obergaulinger | B. O'Brien | G. O’Dea | H. Ohta | M. A. Okada | B. O'reilly | R. Ormiston | L. F. Ortega | R. O’Shaughnessy | S. Ossokine | D. Ottaway | A. Pace | G. Pagano | M. Page | B. Pang | P. T. Pang | A. Parida | M. Patil | B. Patricelli | C. Pedersen | C. Perez | H. Pfeiffer | K. S. Phukon | M. Pirello | D. T. Pong | S. Ponrathnam | P. Popolizio | A. K. Prajapati | K. Prasai | R. Prasanna | G. Pratten | L. Prokhorov | O. Puncken | M. Purrer | P. J. Quinonez | N. Rădulescu | C. Rajan | B. Rajbhandari | K. Ramirez | A. Ramos-Buades | J. Rana | K. Rao | W. Ren | C. J. Richardson | J. Richardson | M. Rizzo | M. Romanelli | C. Romel | K. Rose | D. Rosinska | M. Ross | A. Rudiger | G. Rutins | K. Ryan | M. Sakellariadou | L. Salconi | L. Sanchez | N. Sanchis-Gual | K. Santiago | N. Sarin | P. Saulson | M. Scheel | J. Scheuer | A. Schonbeck | B. Schulte | S. Schwalbe | A. Sengupta | N. Sennett | T. Shaffer | M. Shaner | L. Shao | P. Sharma | H. Shen | R. Shink | D. Shoemaker | S. Shyamsundar | M. Sieniawska | N. Singh | A. Singhal | S. Sitmukhambetov | V. Skliris | B. Slagmolen | T. Slaven-Blair | S. Somala | E. Sowell | A. Spencer | V. Srivastava | K. Staats | C. Stachie | M. Standke | D. Steer | S. Stevenson | D. Stocks | D. Stops | K. Strain | A. Strunk | V. Sudhir | S. Sunil | A. Sur | J. Suresh | S. Tait | C. Talbot | J. Tasson | F. Thies | S. R. Thondapu | S. Tiwari | S. Tiwari | K. Toland | Z. Tornasi | A. Torres-Forné | D. Toyra | A. Trovato | R. Trudeau | K. W. Tsang | R. Tso | L. Tsukada | D. Tsuna | K. Ueno | D. Vander-Hyde | V. Varma | A. Vecchio | G. Vedovato | J. Veitch | P. Veitch | K. Venkateswara | Gautam Venugopalan | D. Verkindt | F. Vetrano | A. Vicerè | A. Viets | D. Vine | J. Vinet | S. Vitale | T. Vo | H. Vocca | C. Vorvick | S. Vyatchanin | L. Wade | M. Wade | R. Walet | M. Walker | L. Wallace | S. Walsh | G. Wang | H. Wang | J. Wang | W. H. Wang | Y. Wang | R. Ward | Z. A. Warden | J. Warner | M. Was | J. Watchi | B. Weaver | L.-W. Wei | M. Weinert | A. Weinstein | R. Weiss | F. Wellmann | L. Wen | E. Wessel | J. Westhouse | K. Wette | J. Whelan | B. Whiting | C. Whittle | D. Wilken | D. Williams | A. Williamson | J. Willis | B. Willke | M. Wimmer | W. Winkler | C. Wipf | H. Wittel | G. Woan | J. Woehler | J. Wofford | J. Wright | D. Wu | D. Wysocki | L. Xiao | H. Yamamoto | C. Yancey | L. Yang | M. Yap | M. Yazback | D. W. Yeeles | Hang Yu | Haocun Yu | S. Yuen | M. Yvert | A. Zadrożny | M. Zanolin | T. Zelenova | J. Zendri | M. Zevin | J. Zhang | L. Zhang | T. Zhang | C. Zhao | M. Zhou | Z. Zhou | X. Zhu | A. Zimmerman | M. Zucker | J. Zweizig | E. Ferreira | W. A. Campbell | P. W. F. Forsyth | J. C. Bustillo | M. C. Kind | A. C. Rosell | R. McCarthy | M. Vasúth | A. Roodman | Y. Guo | J. Marshall | P. G. Williams | A. Viceré | D. Rosińska | T. McRae | H. Cho | A. García | D. S. Johnson | T. Li | T. Li | J. Bero | D. Yeeles | P. Kumar | M. Zhou | K. Li | R. Smith | T. Li | K. Li | Z. Márka | S. Ghosh | C. Zhao | T. Li | C. Zhao | T. Li | S. Mcguire | A. Bell | S. Walsh | T. D. Canton | L. V. D. Schaaf | K. Corley | J. V. Heijningen | A. V. Veggel | S. Anderson | C. Moore | L. Zhang | R. Taylor | S. Mitra | M. Gupta | Archisman Ghosh | A. Cumming | T. Hardwick | R. Jones | K. Kawabe | L. Zhang | P. Thomas | M. Walker

[1]  B. Schutz Determining the Hubble constant from gravitational wave observations , 1986, Nature.

[2]  S. Shectman,et al.  The Las Campanas Redshift Survey , 1996, astro-ph/9604167.

[3]  E. Bertin,et al.  SExtractor: Software for source extraction , 1996 .

[4]  N. Benı́tez Bayesian Photometric Redshift Estimation , 1998, astro-ph/9811189.

[5]  L. Moscardini,et al.  Measuring and modelling the redshift evolution of clustering: the Hubble Deep Field North , 1999, astro-ph/9902290.

[6]  S.Cole,et al.  The 2dF Galaxy Redshift Survey: spectra and redshifts , 2001, astro-ph/0106498.

[7]  G. Chabrier Galactic Stellar and Substellar Initial Mass Function , 2003, astro-ph/0304382.

[8]  G. Bruzual,et al.  Stellar population synthesis at the resolution of 2003 , 2003, astro-ph/0309134.

[9]  J.Lee,et al.  THE DARK ENERGY CAMERA , 2004, The Dark Energy Survey.

[10]  K. Gorski,et al.  HEALPix: A Framework for High-Resolution Discretization and Fast Analysis of Data Distributed on the Sphere , 2004, astro-ph/0409513.

[11]  Daniel E. Holz,et al.  Using Gravitational-Wave Standard Sirens , 2005, astro-ph/0504616.

[12]  B. Garilli,et al.  Accurate photometric redshifts for the CFHT legacy survey calibrated using the VIMOS VLT deep survey , 2006, astro-ph/0603217.

[13]  Huan Lin,et al.  Estimating the redshift distribution of photometric galaxy samples , 2008 .

[14]  B. Garilli,et al.  zCOSMOS – 10k-bright spectroscopic sample - The bimodality in the galaxy stellar mass function: exploring its evolution with redshift , 2009, 0907.5416.

[15]  O. Lahav,et al.  The 6dF Galaxy Survey: final redshift release (DR3) and southern large-scale structures , 2009, 0903.5451.

[16]  Samaya Nissanke,et al.  EXPLORING SHORT GAMMA-RAY BURSTS AS GRAVITATIONAL-WAVE STANDARD SIRENS , 2009, 0904.1017.

[17]  Emilio Falco,et al.  THE 2MASS REDSHIFT SURVEY—DESCRIPTION AND DATA RELEASE , 2011, 1108.0669.

[18]  C. Conselice,et al.  Studying the emergence of the red sequence through galaxy clustering: host halo masses at z > 2 , 2013, 1303.0816.

[19]  L. Miller,et al.  CFHTLenS: the Canada–France–Hawaii Telescope Lensing Survey – imaging data and catalogue products , 2012, 1210.0032.

[20]  R. Nichol,et al.  MAPPING AND SIMULATING SYSTEMATICS DUE TO SPATIALLY VARYING OBSERVING CONDITIONS IN DES SCIENCE VERIFICATION DATA , 2015, 1507.05647.

[21]  P. Graff,et al.  GOING THE DISTANCE: MAPPING HOST GALAXIES OF LIGO AND VIRGO SOURCES IN THREE DIMENSIONS USING LOCAL COSMOGRAPHY AND TARGETED FOLLOW-UP , 2016, 1603.07333.

[22]  Iftach Sadeh,et al.  ANNz2: Photometric Redshift and Probability Distribution Function Estimation using Machine Learning , 2015, 1507.00490.

[23]  Anna K. Weigel,et al.  Stellar mass functions: methods, systematics and results for the local Universe , 2016, 1604.00008.

[24]  B. Yanny,et al.  A DARK ENERGY CAMERA SEARCH FOR AN OPTICAL COUNTERPART TO THE FIRST ADVANCED LIGO GRAVITATIONAL WAVE EVENT GW150914 , 2016, 1602.04198.

[25]  Adrian T. Lee,et al.  SPT-GMOS: A GEMINI/GMOS-SOUTH SPECTROSCOPIC SURVEY OF GALAXY CLUSTERS IN THE SPT-SZ SURVEY , 2016, 1609.05211.

[26]  J. Garc'ia-Bellido,et al.  The clustering of massive Primordial Black Holes as Dark Matter: measuring their mass distribution with Advanced LIGO , 2016, 1603.05234.

[27]  D. Gerdes,et al.  Comparing Dark Energy Survey and HST–CLASH observations of the galaxy cluster RXC J2248.7−4431: implications for stellar mass versus dark matter , 2016, 1601.00589.

[28]  R. Nichol,et al.  A DECAM SEARCH FOR AN OPTICAL COUNTERPART TO THE LIGO GRAVITATIONAL-WAVE EVENT GW151226 , 2016, 1606.04538.

[29]  J. Vicente,et al.  DNF – Galaxy photometric redshift by Directional Neighbourhood Fitting , 2015, 1511.07623.

[30]  Brad E. Tucker,et al.  A 2.4% DETERMINATION OF THE LOCAL VALUE OF THE HUBBLE CONSTANT , 2016, 1604.01424.

[31]  R. Nichol,et al.  The Dark Energy Survey: more than dark energy - an overview , 2016, 1601.00329.

[32]  J. Garc'ia-Bellido Massive Primordial Black Holes as Dark Matter and their detection with Gravitational Waves , 2017, 1702.08275.

[33]  Wendy L. Freedman Correction: Cosmology at a crossroads , 2017 .

[34]  V. M. Lipunov,et al.  MASTER Optical Detection of the First LIGO/Virgo Neutron Star Binary Merger GW170817 , 2017, 1710.05461.

[35]  D. Gerdes,et al.  Environmental dependence of the galaxy stellar mass function in the Dark Energy Survey Science Verification Data , 2017, 1701.06066.

[36]  Dovi Poznanski,et al.  Optical emission from a kilonova following a gravitational-wave-detected neutron-star merger , 2017, Nature.

[37]  K. Ulaczyk,et al.  The Emergence of a Lanthanide-Rich Kilonova Following the Merger of Two Neutron Stars , 2017, 1710.05455.

[38]  J. Prochaska,et al.  Swope Supernova Survey 2017a (SSS17a), the optical counterpart to a gravitational wave source , 2017, Science.

[39]  A. Abbott Hungary rewards highly cited scientists with bonus grants , 2017, Nature.

[40]  D. Gerdes,et al.  Evidence for Dynamically Driven Formation of the GW170817 Neutron Star Binary in NGC 4993 , 2017, 1710.06748.

[41]  Saurabh W. Jha,et al.  The Discovery of the Electromagnetic Counterpart of GW170817: Kilonova AT 2017gfo/DLT17ck , 2017, 1710.05854.

[42]  J. Garc'ia-Bellido,et al.  Seven hints for primordial black hole dark matter , 2017, Physics of the Dark Universe.

[43]  Youjun Lu,et al.  Host galaxy properties of mergers of stellar binary black holes and their implications for advanced LIGO gravitational wave sources , 2017, 1711.09190.

[44]  M. Bilicki,et al.  Photometric redshifts for the Kilo-Degree Survey , 2017, Astronomy & Astrophysics.

[45]  Stefano Casertano,et al.  Milky Way Cepheid Standards for Measuring Cosmic Distances and Application to Gaia DR2: Implications for the Hubble Constant , 2018, The Astrophysical Journal.

[46]  Rafael S. de Souza,et al.  GLADE: A galaxy catalogue for multimessenger searches in the advanced gravitational-wave detector era , 2018, Monthly Notices of the Royal Astronomical Society.

[47]  M. Branchesi,et al.  The host galaxies of double compact objects merging in the local Universe , 2018, Monthly Notices of the Royal Astronomical Society.

[48]  B. Yanny,et al.  The Dark Energy Survey Image Processing Pipeline , 2018, 1801.03177.

[49]  Eric Suchyta,et al.  DES science portal: Computing photometric redshifts , 2017, Astron. Comput..

[50]  J. Tinker,et al.  The Connection Between Galaxies and Their Dark Matter Halos , 2018, Annual Review of Astronomy and Astrophysics.

[51]  S. Dhawan,et al.  Does the Hubble constant tension call for new physics? , 2018, Journal of Cosmology and Astroparticle Physics.

[52]  M. Fishbach,et al.  A two per cent Hubble constant measurement from standard sirens within five years , 2017, Nature.

[53]  J. Gair,et al.  Extracting distribution parameters from multiple uncertain observations with selection biases , 2018, Monthly Notices of the Royal Astronomical Society.

[54]  N. E. Sommer,et al.  First cosmological results using Type Ia supernovae from the Dark Energy Survey: measurement of the Hubble constant , 2018, Monthly Notices of the Royal Astronomical Society.

[55]  B. A. Boom,et al.  A Standard Siren Measurement of the Hubble Constant from GW170817 without the Electromagnetic Counterpart , 2018, The Astrophysical Journal.