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Main Authors: Ding, Hengkai, Shu, Yiping, Chen, Yun, Li, Nan, Cao, Xiaoyue, Nightingale, James, He, Qiuhan, Wang, Lei, Li, Hui
Format: Preprint
Published: 2025
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Online Access:https://arxiv.org/abs/2504.11445
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author Ding, Hengkai
Shu, Yiping
Chen, Yun
Li, Nan
Cao, Xiaoyue
Nightingale, James
He, Qiuhan
Wang, Lei
Li, Hui
author_facet Ding, Hengkai
Shu, Yiping
Chen, Yun
Li, Nan
Cao, Xiaoyue
Nightingale, James
He, Qiuhan
Wang, Lei
Li, Hui
contents We present the first high-precision model for the group-scale strong lensing system CASSOWARY 19 (CSWA19), utilising images from the Hubble Space Telescope (HST). Sixteen member galaxies identified via the red-sequence method, and the main halo, all modelled as the dual Pseudo Isothermal Elliptical profile (dPIE), are incorporated into a parametric lens model alongside an external shear field. To model the system, we adopt the PyAutoLens software package, employing a progressive search chain strategy for realizing the transition of source model from multiple Sérsic profiles to a brightness-adaptive pixelization, which uses 1000 pixels in the source plane to reconstruct the background source corresponding to 177,144 image pixels in the image plane. Our results indicate that the total mass within the Einstein radius is $M_{θ_\mathrm{E}}$ $\approx 1.41\times10^{13}$M$_{\odot}$ and the average slope of the total mass density $ρ(r)\propto r^{-γ}$ is $\tildeγ=1.33$ within the effective radius. This slope is shallower than those measured in galaxies and groups but is closer to those of galaxy clusters. In addition, our approach successfully resolves the two merging galaxies in the background source and yields a total magnification of $μ=103.18^{+0.23}_{-0.19}$, which is significantly higher than the outcomes from previous studies of CSWA19. In summary, our research demonstrates the effectiveness of the brightness-adaptive pixelization source reconstruction technique for modelling group-scale strong lensing systems. It can serve as a technical reference for future investigations into pixel-level modelling of the group- and cluster-scale strong lensing systems.
format Preprint
id arxiv_https___arxiv_org_abs_2504_11445
institution arXiv
publishDate 2025
record_format arxiv
spellingShingle Pixel-level modelling of group-scale strong lens CASSOWARY 19
Ding, Hengkai
Shu, Yiping
Chen, Yun
Li, Nan
Cao, Xiaoyue
Nightingale, James
He, Qiuhan
Wang, Lei
Li, Hui
Astrophysics of Galaxies
We present the first high-precision model for the group-scale strong lensing system CASSOWARY 19 (CSWA19), utilising images from the Hubble Space Telescope (HST). Sixteen member galaxies identified via the red-sequence method, and the main halo, all modelled as the dual Pseudo Isothermal Elliptical profile (dPIE), are incorporated into a parametric lens model alongside an external shear field. To model the system, we adopt the PyAutoLens software package, employing a progressive search chain strategy for realizing the transition of source model from multiple Sérsic profiles to a brightness-adaptive pixelization, which uses 1000 pixels in the source plane to reconstruct the background source corresponding to 177,144 image pixels in the image plane. Our results indicate that the total mass within the Einstein radius is $M_{θ_\mathrm{E}}$ $\approx 1.41\times10^{13}$M$_{\odot}$ and the average slope of the total mass density $ρ(r)\propto r^{-γ}$ is $\tildeγ=1.33$ within the effective radius. This slope is shallower than those measured in galaxies and groups but is closer to those of galaxy clusters. In addition, our approach successfully resolves the two merging galaxies in the background source and yields a total magnification of $μ=103.18^{+0.23}_{-0.19}$, which is significantly higher than the outcomes from previous studies of CSWA19. In summary, our research demonstrates the effectiveness of the brightness-adaptive pixelization source reconstruction technique for modelling group-scale strong lensing systems. It can serve as a technical reference for future investigations into pixel-level modelling of the group- and cluster-scale strong lensing systems.
title Pixel-level modelling of group-scale strong lens CASSOWARY 19
topic Astrophysics of Galaxies
url https://arxiv.org/abs/2504.11445