DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: TDCOSMO: XII. Improved Hubble constant measurement from lensing time delays using spatially resolved stellar kinematics of the lens galaxy

Abstract

Strong-lensing time delays enable the measurement of the Hubble constant (H0) independently of other traditional methods. The main limitation to the precision of time-delay cosmography is mass-sheet degeneracy (MSD). Some of the previous TDCOSMO analyses broke the MSD by making standard assumptions about the mass density profile of the lens galaxy, reaching 2% precision from seven lenses. However, this approach could potentially bias the H0 measurement or underestimate the errors. For this work, we broke the MSD for the first time using spatially resolved kinematics of the lens galaxy in RXJ1131–1231 obtained from the Keck Cosmic Web Imager spectroscopy, in combination with previously published time delay and lens models derived from Hubble Space Telescope imaging. This approach allowed us to robustly estimate H0, effectively implementing a maximally flexible mass model. Following a blind analysis, we estimated the angular diameter distance to the lens galaxy Dd = 865$$^{+85}_{-81}$$ Mpc and the time-delay distance DΔt = 2180$$^{+472}_{-271}$$ Mpc, giving H0 = 77.1$$^{+7.3}_{-7.1}$$ km s–1 Mpc–1 – for a flat Λ cold dark matter cosmology. The error budget accounts for all uncertainties, including the MSD inherent to the lens mass profile and line-of-sight effects, and those related to the mass–anisotropy degeneracy and projection effects. Our new measurement is in excellent agreement with those obtained in the past using standard simply parametrized mass profiles for this single system (H0 = 78.3$$^{+3.4}_{-3.3}$$ km s–1 Mpc–1) and for seven lenses (H0 = 74.2$$^{+1.6}_{-1.6}$$ km s–1 Mpc–1), or for seven lenses using single-aperture kinematics and the same maximally flexible models used by us (H0 = 73.3$$^{+5.8}_{-5.8}$$ km s–1 Mpc–1). This agreement corroborates the methodology of time-delay cosmography.

Authors:
ORCiD logo [1];  [2];  [3]; ORCiD logo [3]; ORCiD logo [4];  [3]; ORCiD logo [5]; ORCiD logo [6];  [7]; ORCiD logo [8]; ORCiD logo [9]; ORCiD logo [10]; ORCiD logo [2];  [3];  [3]
  1. Univ. of Chicago, IL (United States)
  2. Univ. of California, Davis, CA (United States)
  3. Univ. of California, Los Angeles, CA (United States)
  4. Univ. of Oxford (United Kingdom)
  5. Technical Univ. of Munich (Germany); Max Planck Institute for Astrophysics (Germany); Academia Sinica, Taipei (Taiwan)
  6. California Polytechnic State Univ. (CalPoly), San Luis Obispo, CA (United States)
  7. Univ. of Chicago, IL (United States); Fermi National Accelerator Lab. (FNAL), Batavia, IL (United States)
  8. STAR Institute, Liege (Belgium)
  9. Stanford Univ., CA (United States); SLAC National Accelerator Lab., Menlo Park, CA (United States); Stony Brook Univ., NY (United States)
  10. Ecole Polytechnique Federale Lausanne (EPFL) (Switzerland)
Publication Date:
Research Org.:
SLAC National Accelerator Laboratory (SLAC), Menlo Park, CA (United States); Fermi National Accelerator Laboratory (FNAL), Batavia, IL (United States)
Sponsoring Org.:
USDOE Office of Science (SC), High Energy Physics (HEP); National Aeronautics and Space Administration (NASA); National Science Foundation (NSF); Moore Foundation
OSTI Identifier:
1909867
Report Number(s):
FERMILAB-PUB-23-013-PPD; arXiv:2301.02656
Journal ID: ISSN 0004-6361; oai:inspirehep.net:2621298; TRN: US2312179
Grant/Contract Number:  
AC02-07CH11359; HST-HF2-51492; NAS5-26555; AST-1906976; AST-1836016; AST-1907396; AST-1909297; 8548
Resource Type:
Accepted Manuscript
Journal Name:
Astronomy and Astrophysics
Additional Journal Information:
Journal Volume: 673; Journal ID: ISSN 0004-6361
Publisher:
EDP Sciences
Country of Publication:
United States
Language:
English
Subject:
79 ASTRONOMY AND ASTROPHYSICS; distance scale; strong gravitational lensing; kinematics; dynamics; elliptical galaxies; lenticular galaxies; RXJ1131−1231

Citation Formats

Shajib, Anowar J., Mozumdar, Pritom, Chen, Geoff C.-F., Treu, Tommaso, Cappellari, Michele, Knabel, Shawn, Suyu, Sherry H., Bennert, Vardha N., Frieman, Joshua A., Sluse, Dominique, Birrer, Simon, Courbin, Frederic, Fassnacht, Christopher D., Villafaña, Lizvette, and Williams, Peter R. TDCOSMO: XII. Improved Hubble constant measurement from lensing time delays using spatially resolved stellar kinematics of the lens galaxy. United States: N. p., 2023. Web. doi:10.1051/0004-6361/202345878.
Shajib, Anowar J., Mozumdar, Pritom, Chen, Geoff C.-F., Treu, Tommaso, Cappellari, Michele, Knabel, Shawn, Suyu, Sherry H., Bennert, Vardha N., Frieman, Joshua A., Sluse, Dominique, Birrer, Simon, Courbin, Frederic, Fassnacht, Christopher D., Villafaña, Lizvette, & Williams, Peter R. TDCOSMO: XII. Improved Hubble constant measurement from lensing time delays using spatially resolved stellar kinematics of the lens galaxy. United States. https://doi.org/10.1051/0004-6361/202345878
Shajib, Anowar J., Mozumdar, Pritom, Chen, Geoff C.-F., Treu, Tommaso, Cappellari, Michele, Knabel, Shawn, Suyu, Sherry H., Bennert, Vardha N., Frieman, Joshua A., Sluse, Dominique, Birrer, Simon, Courbin, Frederic, Fassnacht, Christopher D., Villafaña, Lizvette, and Williams, Peter R. Mon . "TDCOSMO: XII. Improved Hubble constant measurement from lensing time delays using spatially resolved stellar kinematics of the lens galaxy". United States. https://doi.org/10.1051/0004-6361/202345878. https://www.osti.gov/servlets/purl/1909867.
@article{osti_1909867,
title = {TDCOSMO: XII. Improved Hubble constant measurement from lensing time delays using spatially resolved stellar kinematics of the lens galaxy},
author = {Shajib, Anowar J. and Mozumdar, Pritom and Chen, Geoff C.-F. and Treu, Tommaso and Cappellari, Michele and Knabel, Shawn and Suyu, Sherry H. and Bennert, Vardha N. and Frieman, Joshua A. and Sluse, Dominique and Birrer, Simon and Courbin, Frederic and Fassnacht, Christopher D. and Villafaña, Lizvette and Williams, Peter R.},
abstractNote = {Strong-lensing time delays enable the measurement of the Hubble constant (H0) independently of other traditional methods. The main limitation to the precision of time-delay cosmography is mass-sheet degeneracy (MSD). Some of the previous TDCOSMO analyses broke the MSD by making standard assumptions about the mass density profile of the lens galaxy, reaching 2% precision from seven lenses. However, this approach could potentially bias the H0 measurement or underestimate the errors. For this work, we broke the MSD for the first time using spatially resolved kinematics of the lens galaxy in RXJ1131–1231 obtained from the Keck Cosmic Web Imager spectroscopy, in combination with previously published time delay and lens models derived from Hubble Space Telescope imaging. This approach allowed us to robustly estimate H0, effectively implementing a maximally flexible mass model. Following a blind analysis, we estimated the angular diameter distance to the lens galaxy Dd = 865$^{+85}_{-81}$ Mpc and the time-delay distance DΔt = 2180$^{+472}_{-271}$ Mpc, giving H0 = 77.1$^{+7.3}_{-7.1}$ km s–1 Mpc–1 – for a flat Λ cold dark matter cosmology. The error budget accounts for all uncertainties, including the MSD inherent to the lens mass profile and line-of-sight effects, and those related to the mass–anisotropy degeneracy and projection effects. Our new measurement is in excellent agreement with those obtained in the past using standard simply parametrized mass profiles for this single system (H0 = 78.3$^{+3.4}_{-3.3}$ km s–1 Mpc–1) and for seven lenses (H0 = 74.2$^{+1.6}_{-1.6}$ km s–1 Mpc–1), or for seven lenses using single-aperture kinematics and the same maximally flexible models used by us (H0 = 73.3$^{+5.8}_{-5.8}$ km s–1 Mpc–1). This agreement corroborates the methodology of time-delay cosmography.},
doi = {10.1051/0004-6361/202345878},
journal = {Astronomy and Astrophysics},
number = ,
volume = 673,
place = {United States},
year = {Mon Apr 24 00:00:00 EDT 2023},
month = {Mon Apr 24 00:00:00 EDT 2023}
}

Works referenced in this record:

The STRong lensing Insights into the Dark Energy Survey (STRIDES) 2016 follow-up campaign – I. Overview and classification of candidates selected by two techniques
journal, August 2018

  • Treu, T.; Agnello, A.; Baumer, M. A.
  • Monthly Notices of the Royal Astronomical Society, Vol. 481, Issue 1
  • DOI: 10.1093/mnras/sty2329

The Megamaser Cosmology Project. XIII. Combined Hubble Constant Constraints
journal, February 2020


Multi-wavelength study of the gravitational lens system RXS J1131-1231: III. Long slit spectroscopy: micro-lensing probes the QSO structure
journal, March 2007


The Motions of Stars in a Kapteyn-Universe
journal, January 1922

  • Jeans, J. H.
  • Monthly Notices of the Royal Astronomical Society, Vol. 82, Issue 3
  • DOI: 10.1093/mnras/82.3.122

Looking at the Fundamental Plane through a Gravitational Lens
journal, August 2006

  • Bertin, G.; Lombardi, M.
  • The Astrophysical Journal, Vol. 648, Issue 1
  • DOI: 10.1086/507298

Two Accurate Time-Delay Distances from Strong Lensing: Implications for Cosmology
journal, March 2013


TDCOSMO: III. Dark matter substructure meets dark energy. The effects of (sub)halos on strong-lensing measurements of H 0
journal, October 2020


lenstronomy: Multi-purpose gravitational lens modelling software package
journal, December 2018


Tdcosmo
journal, November 2022


The Keck Cosmic Web Imager Integral Field Spectrograph
journal, September 2018

  • Morrissey, Patrick; Matuszewski, Matuesz; Martin, D. Christopher
  • The Astrophysical Journal, Vol. 864, Issue 1
  • DOI: 10.3847/1538-4357/aad597

H0LiCOW – III. Quantifying the effect of mass along the line of sight to the gravitational lens HE 0435−1223 through weighted galaxy counts★
journal, February 2017

  • Rusu, Cristian E.; Fassnacht, Christopher D.; Sluse, Dominique
  • Monthly Notices of the Royal Astronomical Society, Vol. 467, Issue 4
  • DOI: 10.1093/mnras/stx285

The mass-sheet degeneracy and time-delay cosmography: analysis of the strong lens RXJ1131-1231
journal, August 2016

  • Birrer, Simon; Amara, Adam; Refregier, Alexandre
  • Journal of Cosmology and Astroparticle Physics, Vol. 2016, Issue 08
  • DOI: 10.1088/1475-7516/2016/08/020

Galaxy masses
journal, January 2014

  • Courteau, Stéphane; Cappellari, Michele; de Jong, Roelof S.
  • Reviews of Modern Physics, Vol. 86, Issue 1
  • DOI: 10.1103/RevModPhys.86.47

On the Possibility of Determining Hubble's Parameter and the Masses of Galaxies from the Gravitational Lens Effect
journal, September 1964


The Hubble Constant from Strongly Lensed Supernovae with Standardizable Magnifications
journal, January 2022

  • Birrer, Simon; Dhawan, Suhail; Shajib, Anowar J.
  • The Astrophysical Journal, Vol. 924, Issue 1
  • DOI: 10.3847/1538-4357/ac323a

Measuring the inclination and mass-to-light ratio of axisymmetric galaxies via anisotropic Jeans models of stellar kinematics
journal, October 2008


A SHARP view of H0LiCOW: H0 from three time-delay gravitational lens systems with adaptive optics imaging
journal, September 2019

  • Chen, Geoff C-F; Fassnacht, Christopher D.; Suyu, Sherry H.
  • Monthly Notices of the Royal Astronomical Society, Vol. 490, Issue 2
  • DOI: 10.1093/mnras/stz2547

The Keck Low-Resolution Imaging Spectrometer
journal, April 1995

  • Oke, J. B.; Cohen, J. G.; Carr, M.
  • Publications of the Astronomical Society of the Pacific, Vol. 107
  • DOI: 10.1086/133562

Point spread function reconstruction of adaptive-optics imaging: meeting the astrometric requirements for time-delay cosmography
journal, September 2021

  • Chen, Geoff C-F; Treu, Tommaso; Fassnacht, Christopher D.
  • Monthly Notices of the Royal Astronomical Society, Vol. 508, Issue 1
  • DOI: 10.1093/mnras/stab2587

A quadruply imaged quasar with an optical Einstein ring candidate: 1RXS J113155.4–123155
journal, August 2003


H0LiCOW – V. New COSMOGRAIL time delays of HE 0435−1223: H 0 to 3.8 per cent precision from strong lensing in a flat ΛCDM model
journal, November 2016

  • Bonvin, V.; Courbin, F.; Suyu, S. H.
  • Monthly Notices of the Royal Astronomical Society, Vol. 465, Issue 4
  • DOI: 10.1093/mnras/stw3006

Strong lensing time-delay cosmography in the 2020s
journal, November 2022

  • Treu, Tommaso; Suyu, Sherry H.; Marshall, Philip J.
  • The Astronomy and Astrophysics Review, Vol. 30, Issue 1
  • DOI: 10.1007/s00159-022-00145-y

Time-delay cosmographic forecasts with strong lensing and JWST stellar kinematics
journal, February 2020

  • Yıldırım, Akın; Suyu, Sherry H.; Halkola, Aleksi
  • Monthly Notices of the Royal Astronomical Society, Vol. 493, Issue 4
  • DOI: 10.1093/mnras/staa498

Tensions between the early and late Universe
journal, September 2019


A precise extragalactic test of General Relativity
journal, June 2018

  • Collett, Thomas E.; Oldham, Lindsay J.; Smith, Russell J.
  • Science, Vol. 360, Issue 6395
  • DOI: 10.1126/science.aao2469

Tdcosmo
journal, March 2022


Two-dimensional kinematics of SLACS lenses - II. Combined lensing and dynamics analysis of early-type galaxies at z = 0.08-0.33
journal, October 2009

  • Barnabè, Matteo; Czoske, Oliver; Koopmans, Léon V. E.
  • Monthly Notices of the Royal Astronomical Society, Vol. 399, Issue 1
  • DOI: 10.1111/j.1365-2966.2009.14941.x

Is every strong lens model unhappy in its own way? Uniform modelling of a sample of 13 quadruply+ imaged quasars
journal, December 2018

  • Shajib, A. J.; Birrer, S.; Treu, T.
  • Monthly Notices of the Royal Astronomical Society, Vol. 483, Issue 4
  • DOI: 10.1093/mnras/sty3397

Bayesian Model Selection in Social Research
journal, January 1995

  • Raftery, Adrian E.
  • Sociological Methodology, Vol. 25
  • DOI: 10.2307/271063

The X-shooter Spectral Library (XSL): Data release 2
journal, February 2020


The Atacama Cosmology Telescope: DR4 maps and cosmological parameters
journal, December 2020

  • Aiola, Simone; Calabrese, Erminia; Maurin, Loïc
  • Journal of Cosmology and Astroparticle Physics, Vol. 2020, Issue 12
  • DOI: 10.1088/1475-7516/2020/12/047

STRIDES: Spectroscopic and photometric characterization of the environment and effects of mass along the line of sight to the gravitational lenses DES J0408–5354 and WGD 2038–4008
journal, August 2020

  • Buckley-Geer, E. J.; Lin, H.; Rusu, C. E.
  • Monthly Notices of the Royal Astronomical Society, Vol. 498, Issue 3
  • DOI: 10.1093/mnras/staa2563

STRUCTURAL EVOLUTION OF EARLY-TYPE GALAXIES TO z = 2.5 IN CANDELS
journal, August 2013


Overconstrained gravitational lens models and the Hubble constant
journal, February 2020

  • Kochanek, C. S.
  • Monthly Notices of the Royal Astronomical Society, Vol. 493, Issue 2
  • DOI: 10.1093/mnras/staa344

TDCOSMO: VI. Distance measurements in time-delay cosmography under the mass-sheet transformation
journal, July 2021


Planck 2018 results: VI. Cosmological parameters
journal, September 2020


A Comprehensive Measurement of the Local Value of the Hubble Constant with 1 km s−1 Mpc−1 Uncertainty from the Hubble Space Telescope and the SH0ES Team
journal, July 2022

  • Riess, Adam G.; Yuan, Wenlong; Macri, Lucas M.
  • The Astrophysical Journal Letters, Vol. 934, Issue 1
  • DOI: 10.3847/2041-8213/ac5c5b

Adaptive spatial binning of integral-field spectroscopic data using Voronoi tessellations
journal, June 2003


TDCOSMO: I. An exploration of systematic uncertainties in the inference of H 0 from time-delay cosmography
journal, July 2020


The SAURON project - X. The orbital anisotropy of elliptical and lenticular galaxies: revisiting the (V/ ,  ) diagram with integral-field stellar kinematics
journal, August 2007


Kinemetry: a generalization of photometry to the higher moments of the line-of-sight velocity distribution
journal, March 2006

  • Krajnovic, Davor; Cappellari, Michele; De Zeeuw, P. Tim
  • Monthly Notices of the Royal Astronomical Society, Vol. 366, Issue 3
  • DOI: 10.1111/j.1365-2966.2005.09902.x

H0LiCOW – XIII. A 2.4 per cent measurement of H0 from lensed quasars: 5.3σ tension between early- and late-Universe probes
journal, September 2019

  • Wong, Kenneth C.; Suyu, Sherry H.; Chen, Geoff C-F
  • Monthly Notices of the Royal Astronomical Society, Vol. 498, Issue 1
  • DOI: 10.1093/mnras/stz3094

Matplotlib: A 2D Graphics Environment
journal, January 2007


In the realm of the Hubble tension—a review of solutions *
journal, July 2021

  • Di Valentino, Eleonora; Mena, Olga; Pan, Supriya
  • Classical and Quantum Gravity, Vol. 38, Issue 15
  • DOI: 10.1088/1361-6382/ac086d

Interpreting the Strongly Lensed Supernova iPTF16geu: Time Delay Predictions, Microlensing, and Lensing Rates
journal, January 2017


The Hubble constant determined through an inverse distance ladder including quasar time delays and Type Ia supernovae
journal, August 2019


COSMOGRAIL: XIX. Time delays in 18 strongly lensed quasars from 15 years of optical monitoring
journal, August 2020


Cosmicflows-4: The Catalog of ∼10,000 Tully–Fisher Distances
journal, October 2020

  • Kourkchi, Ehsan; Tully, R. Brent; Eftekharzadeh, Sarah
  • The Astrophysical Journal, Vol. 902, Issue 2
  • DOI: 10.3847/1538-4357/abb66b

Ensemble samplers with affine invariance
journal, January 2010

  • Goodman, Jonathan; Weare, Jonathan
  • Communications in Applied Mathematics and Computational Science, Vol. 5, Issue 1
  • DOI: 10.2140/camcos.2010.5.65

The SIMBAD astronomical database: The CDS reference database for astronomical objects
journal, April 2000

  • Wenger, M.; Ochsenbein, F.; Egret, D.
  • Astronomy and Astrophysics Supplement Series, Vol. 143, Issue 1
  • DOI: 10.1051/aas:2000332

The Structure of Cold Dark Matter Halos
journal, May 1996

  • Navarro, Julio F.; Frenk, Carlos S.; White, Simon D. M.
  • The Astrophysical Journal, Vol. 462
  • DOI: 10.1086/177173

Binary Companions of Evolved Stars in APOGEE DR14: Search Method and Catalog of ∼5000 Companions
journal, June 2018

  • Price-Whelan, Adrian M.; Hogg, David W.; Rix, Hans-Walter
  • The Astronomical Journal, Vol. 156, Issue 1
  • DOI: 10.3847/1538-3881/aac387

A Universal Density Profile from Hierarchical Clustering
journal, December 1997

  • Navarro, Julio F.; Frenk, Carlos S.; White, Simon D. M.
  • The Astrophysical Journal, Vol. 490, Issue 2
  • DOI: 10.1086/304888

To H 0 or not to H 0?
journal, June 2021

  • Efstathiou, George
  • Monthly Notices of the Royal Astronomical Society, Vol. 505, Issue 3
  • DOI: 10.1093/mnras/stab1588

Calibration of the Tip of the Red Giant Branch
journal, March 2020

  • Freedman, Wendy L.; Madore, Barry F.; Hoyt, Taylor
  • The Astrophysical Journal, Vol. 891, Issue 1
  • DOI: 10.3847/1538-4357/ab7339

H0LiCOW VIII. A weak-lensing measurement of the external convergence in the field of the lensed quasar HE 0435−1223
journal, April 2018

  • Tihhonova, O.; Courbin, F.; Harvey, D.
  • Monthly Notices of the Royal Astronomical Society, Vol. 477, Issue 4
  • DOI: 10.1093/mnras/sty1040

TDCOSMO: IV. Hierarchical time-delay cosmography – joint inference of the Hubble constant and galaxy density profiles
journal, November 2020


Cosmology from Gravitational lens time Delays and Planck data
journal, June 2014


The Indo‐US Library of Coude Feed Stellar Spectra
journal, June 2004

  • Valdes, Francisco; Gupta, Ranjan; Rose, James A.
  • The Astrophysical Journal Supplement Series, Vol. 152, Issue 2
  • DOI: 10.1086/386343

LensingETC: A Tool to Optimize Multifilter Imaging Campaigns of Galaxy-scale Strong Lensing Systems
journal, October 2022

  • Shajib, Anowar J.; Glazebrook, Karl; Barone, Tania
  • The Astrophysical Journal, Vol. 938, Issue 2
  • DOI: 10.3847/1538-4357/ac927b

emcee : The MCMC Hammer
journal, March 2013

  • Foreman-Mackey, Daniel; Hogg, David W.; Lang, Dustin
  • Publications of the Astronomical Society of the Pacific, Vol. 125, Issue 925
  • DOI: 10.1086/670067

The ATLAS3D project – XV. Benchmark for early-type galaxies scaling relations from 260 dynamical models: mass-to-light ratio, dark matter, Fundamental Plane and Mass Plane
journal, May 2013

  • Cappellari, Michele; Scott, Nicholas; Alatalo, Katherine
  • Monthly Notices of the Royal Astronomical Society, Vol. 432, Issue 3
  • DOI: 10.1093/mnras/stt562

Structure and Kinematics of Early-Type Galaxies from Integral Field Spectroscopy
journal, September 2016


Drizzle: A Method for the Linear Reconstruction of Undersampled Images
journal, February 2002

  • Fruchter, A. S.; Hook, R. N.
  • Publications of the Astronomical Society of the Pacific, Vol. 114, Issue 792
  • DOI: 10.1086/338393

The Carnegie-Chicago Hubble Program. VIII. An Independent Determination of the Hubble Constant Based on the Tip of the Red Giant Branch
journal, August 2019

  • Freedman, Wendy L.; Madore, Barry F.; Hatt, Dylan
  • The Astrophysical Journal, Vol. 882, Issue 1
  • DOI: 10.3847/1538-4357/ab2f73

Consequences of the lack of azimuthal freedom in the modeling of lensing galaxies
journal, July 2022


A measurement of the Hubble constant from angular diameter distances to two gravitational lenses
journal, September 2019


The sl2s Galaxy-Scale lens Sample. v. dark Matter Halos and Stellar imf of Massive Early-Type Galaxies out to Redshift 0.8
journal, February 2015

  • Sonnenfeld, Alessandro; Treu, Tommaso; Marshall, Philip J.
  • The Astrophysical Journal, Vol. 800, Issue 2
  • DOI: 10.1088/0004-637X/800/2/94

Time delay cosmography
journal, July 2016


Dissecting the Gravitational lens B1608+656. ii. Precision Measurements of the Hubble Constant, Spatial Curvature, and the dark Energy Equation of State
journal, February 2010


On model-dependent bounds on H(0) from gravitational images Application of Q0957 + 561A,B
journal, February 1985

  • Falco, E. E.; Gorenstein, M. V.; Shapiro, I. I.
  • The Astrophysical Journal, Vol. 289
  • DOI: 10.1086/184422

Astropy: A community Python package for astronomy
journal, September 2013


SDSS-IV MaNGA: stellar angular momentum of about 2300 galaxies: unveiling the bimodality of massive galaxy properties
journal, March 2018

  • Graham, Mark T.; Cappellari, Michele; Li, Hongyu
  • Monthly Notices of the Royal Astronomical Society, Vol. 477, Issue 4
  • DOI: 10.1093/mnras/sty504

Improving time-delay cosmography with spatially resolved kinematics
journal, September 2017

  • Shajib, Anowar J.; Treu, Tommaso; Agnello, Adriano
  • Monthly Notices of the Royal Astronomical Society, Vol. 473, Issue 1
  • DOI: 10.1093/mnras/stx2302

Medium-resolution Isaac Newton Telescope library of empirical spectra
journal, September 2006

  • Sanchez-Blazquez, P.; Peletier, R. F.; Jimenez-Vicente, J.
  • Monthly Notices of the Royal Astronomical Society, Vol. 371, Issue 2
  • DOI: 10.1111/j.1365-2966.2006.10699.x

Source-position transformation: an approximate invariance in strong gravitational lensing
journal, April 2014


SDSS-IV MaNGA: The Intrinsic Shape of Slow Rotator Early-type Galaxies
journal, August 2018

  • Li, Hongyu; Mao, Shude; Cappellari, Michele
  • The Astrophysical Journal, Vol. 863, Issue 2
  • DOI: 10.3847/2041-8213/aad54b

Measurements of the Hubble Constant: Tensions in Perspective*
journal, September 2021


Hubble constant hunter’s guide
journal, February 2020


Quantifying Resolving Power in Astronomical Spectra
journal, January 2013

  • Robertson, J. Gordon
  • Publications of the Astronomical Society of Australia, Vol. 30
  • DOI: 10.1017/pasa.2013.26

Efficient multi-Gaussian expansion of galaxies
journal, June 2002


The Keck Cosmic Web Imager: a capable new integral field spectrograph for the W. M. Keck Observatory
conference, September 2012

  • Morrissey, Patrick; Matuszewski, Mateusz; Martin, Chris
  • SPIE Astronomical Telescopes + Instrumentation, SPIE Proceedings
  • DOI: 10.1117/12.924729

STRIDES: a 3.9 per cent measurement of the Hubble constant from the strong lens system DES J0408−5354
journal, March 2020

  • Shajib, A. J.; Birrer, S.; Treu, T.
  • Monthly Notices of the Royal Astronomical Society, Vol. 494, Issue 4
  • DOI: 10.1093/mnras/staa828

The Hubble Constant from Infrared Surface Brightness Fluctuation Distances*
journal, April 2021

  • Blakeslee, John P.; Jensen, Joseph B.; Ma, Chung-Pei
  • The Astrophysical Journal, Vol. 911, Issue 1
  • DOI: 10.3847/1538-4357/abe86a

TDCOSMO: V. Strategies for precise and accurate measurements of the Hubble constant with strong lensing
journal, May 2021


Could Quasar Lensing Time Delays Hint to a Core Component in Halos, Instead of H 0 Tension?
journal, April 2020

  • Blum, Kfir; Castorina, Emanuele; Simonović, Marko
  • The Astrophysical Journal, Vol. 892, Issue 2
  • DOI: 10.3847/2041-8213/ab8012

H0LiCOW – IX. Cosmographic analysis of the doubly imaged quasar SDSS 1206+4332 and a new measurement of the Hubble constant
journal, January 2019

  • Birrer, S.; Treu, T.; Rusu, C. E.
  • Monthly Notices of the Royal Astronomical Society, Vol. 484, Issue 4
  • DOI: 10.1093/mnras/stz200

The impact of microlensing on the standardization of strongly lensed Type Ia supernovae
journal, May 2018

  • Foxley-Marrable, Max; Collett, Thomas E.; Vernardos, Georgios
  • Monthly Notices of the Royal Astronomical Society, Vol. 478, Issue 4
  • DOI: 10.1093/mnras/sty1346

H0LiCOW XII. Lens mass model of WFI2033 − 4723 and blind measurement of its time-delay distance and H0
journal, September 2019

  • Rusu, Cristian E.; Wong, Kenneth C.; Bonvin, Vivien
  • Monthly Notices of the Royal Astronomical Society, Vol. 498, Issue 1
  • DOI: 10.1093/mnras/stz3451

Cosmology intertwined: A review of the particle physics, astrophysics, and cosmology associated with the cosmological tensions and anomalies
journal, June 2022

  • Abdalla, Elcio; Abellán, Guillermo Franco; Aboubrahim, Amin
  • Journal of High Energy Astrophysics, Vol. 34
  • DOI: 10.1016/j.jheap.2022.04.002

The internal structure of the lens PG1115+080: breaking degeneracies in the value of the Hubble constant
journal, September 2002


Unified lensing and kinematic analysis for any elliptical mass profile
journal, July 2019

  • Shajib, Anowar J.
  • Monthly Notices of the Royal Astronomical Society, Vol. 488, Issue 1
  • DOI: 10.1093/mnras/stz1796

The Pantheon+ Analysis: Cosmological Constraints
journal, October 2022

  • Brout, Dillon; Scolnic, Dan; Popovic, Brodie
  • The Astrophysical Journal, Vol. 938, Issue 2
  • DOI: 10.3847/1538-4357/ac8e04

Improving the Precision of Time-Delay Cosmography with Observations of Galaxies Along the line of Sight
journal, April 2013


Efficient solution of the anisotropic spherically aligned axisymmetric Jeans equations of stellar hydrodynamics for galactic dynamics
journal, April 2020

  • Cappellari, Michele
  • Monthly Notices of the Royal Astronomical Society, Vol. 494, Issue 4
  • DOI: 10.1093/mnras/staa959

Improving the full spectrum fitting method: accurate convolution with Gauss–Hermite functions
journal, November 2016

  • Cappellari, Michele
  • Monthly Notices of the Royal Astronomical Society, Vol. 466, Issue 1
  • DOI: 10.1093/mnras/stw3020

The SWELLS survey - IV. Precision measurements of the stellar and dark matter distributions in a spiral lens galaxy: The SWELLS survey - IV
journal, May 2012

  • Barnabè, Matteo; Dutton, Aaron A.; Marshall, Philip J.
  • Monthly Notices of the Royal Astronomical Society, Vol. 423, Issue 2
  • DOI: 10.1111/j.1365-2966.2012.20934.x

lenstronomy II: A gravitational lensing software ecosystem
journal, June 2021

  • Birrer, Simon; Shajib, Anowar; Gilman, Daniel
  • Journal of Open Source Software, Vol. 6, Issue 62
  • DOI: 10.21105/joss.03283