Improving parametric mass modelling of lensing clusters through a perturbative approach

被引:9
作者
Beauchesne, Benjamin [1 ,2 ]
Clement, Benjamin [1 ]
Richard, Johan [2 ]
Kneib, Jean-Paul [1 ,3 ]
机构
[1] Ecole Polytech Fed Lausanne EPFL, Observ Sauverny, Lab Astrophys, Inst Phys, CH-1290 Versoix, Switzerland
[2] Univ Lyon1, Univ Lyon, Ctr Rech Astrophys Lyon UMR5574, Ens Lyon,CNRS, F-69230 St Genis Laval, France
[3] Aix Marseille Univ, LAM Lab Astrophys Marseille UMR 7326, CNRS, F-13388 Marseille, France
基金
欧洲研究理事会;
关键词
gravitational lensing: strong; galaxies: clusters: general; DARK-MATTER; GALAXY CLUSTERS; NONPARAMETRIC INVERSION; FRONTIER-FIELD; WEAK; SUBSTRUCTURE; LENSES; RECONSTRUCTION; LENSPERFECT; EXISTENCE;
D O I
10.1093/mnras/stab1684
中图分类号
P1 [天文学];
学科分类号
0704 ;
摘要
We present a new method to model the mass distribution of galaxy clusters that combines a parametric and a free-form approach to reconstruct cluster cores with strong lensing constraints. It aims at combining the advantages of both approaches, by keeping the robustness of the parametric component with an increased flexibility thanks to a free-form surface of B-spline functions. We demonstrate the capabilities of this new approach on the simulated cluster Hera, which has been used to evaluate lensing codes for the analysis of the Frontier Fields clusters. The method leads to better reproduction of the constraints, with an improvement by a factor of similar to 3-4 on the root mean square error on multiple-image positions, when compared to parametric-only approaches. The resulting models show a better accuracy in the reconstruction of the amplitude of the convergence field while conserving a high fidelity on other lensing observables already well reproduced. We make this method publicly available through its implementation in the LENSTOOL software.
引用
收藏
页码:2002 / 2019
页数:18
相关论文
共 80 条
[71]   ESTIMATING DIMENSION OF A MODEL [J].
SCHWARZ, G .
ANNALS OF STATISTICS, 1978, 6 (02) :461-464
[72]   Enabling non-parametric strong lensing models to derive reliable cluster mass distributions - wslap [J].
Sendra, Irene ;
Diego, Jose M. ;
Broadhurst, Tom ;
Lazkoz, Ruth .
MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY, 2014, 437 (03) :2642-2651
[73]  
Skilling J., 2004, BayeSys and MassInf
[74]   Bayesian measures of model complexity and fit [J].
Spiegelhalter, DJ ;
Best, NG ;
Carlin, BR ;
van der Linde, A .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 2002, 64 :583-616
[75]   The BUFFALO HST Survey [J].
Steinhardt, Charles L. ;
Jauzac, Mathilde ;
Acebron, Ana ;
Atek, Hakim ;
Capak, Peter ;
Davidzon, Iary ;
Eckert, Dominique ;
Harvey, David ;
Koekemoer, Anton M. ;
Lagos, Claudia D. P. ;
Mahler, Guillaume ;
Montes, Mireia ;
Niemiec, Anna ;
Nonino, Mario ;
Oesch, P. A. ;
Richard, Johan ;
Rodney, Steven A. ;
Schaller, Matthieu ;
Sharon, Keren ;
Strolger, Louis-Gregory ;
Allingham, Joseph ;
Amara, Adam ;
Bahe, Yannick ;
Boehm, Celine ;
Bose, Sownak ;
Bouwens, Rychard J. ;
Bradley, Larry D. ;
Brammer, Gabriel ;
Broadhurst, Tom ;
Canas, Rodrigo ;
Cen, Renyue ;
Clement, Benjamin ;
Clowe, Douglas ;
Coe, Dan ;
Connor, Thomas ;
Darvish, Behnam ;
Diego, Jose M. ;
Ebeling, Harald ;
Edge, A. C. ;
Egami, Eiichi ;
Ettori, Stefano ;
Faisst, Andreas L. ;
Frye, Brenda ;
Furtak, Lukas J. ;
Gomez-Guijarro, C. ;
Gonzalez, J. D. Remolina ;
Gonzalez, Anthony ;
Graur, Or ;
Gruen, Daniel ;
Hensley, Hagan .
ASTROPHYSICAL JOURNAL SUPPLEMENT SERIES, 2020, 247 (02)
[76]   Bayes in the sky: Bayesian inference and model selection in cosmology [J].
Trotta, Roberto .
CONTEMPORARY PHYSICS, 2008, 49 (02) :71-104
[77]  
ttir A., 2007, ARXIV07105636
[78]  
Watanabe S., 2012, ARXIV12086338
[79]  
Watanabe S., 2010, ARXIV10042316
[80]   New multiply-lensed galaxies identified in ACS/NIC3 observations of Cl0024+1654 using an improved mass model [J].
Zitrin, Adi ;
Broadhurst, Tom ;
Umetsu, Keiichi ;
Coe, Dan ;
Benitez, Narciso ;
Ascaso, Begona ;
Bradley, Larry ;
Ford, Holland ;
Jee, James ;
Medezinski, Elinor ;
Rephaeli, Yoel ;
Zheng, Wei .
MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY, 2009, 396 (04) :1985-2002