arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 2111.08718astro-ph.GAastro-ph.COastro-ph.IM
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用强引力透镜探测低质量晕I:数据质量和透镜结构的影响

Detecting low-mass haloes with strong gravitational lensing I: the effect of data quality and lensing configuration

Giulia Despali, Simona Vegetti, Simon D. M. White, Devon M. Powell, Hannah R. Stacey, Christopher D. Fassnacht, Francesca Rizzo, Wolfgang Enzi

摘要:

本文的目的是量化的最低晕质量,可以检测与星系-星系强引力透镜依赖于观测的质量和所观察到的透镜系统的特性。使用模拟数据,我们测量在透镜平面的每个位置处的最低可检测的NFW质量,以详细的\emph{sensitivity maps}的形式。总之,我们发现:(1)最低可检测质量$M_{\rm low}$随信噪比(SNR)的增加而线性减小,降低噪声时灵敏区增大;(ii)角分辨率的适度增加(0.07”vs 0.09”)和像素比例(0.01”vs 0.04”)在晕圈质量中平均提高了0.25 dex的灵敏度,在最敏感区域周围具有更显著的改善;(iii)对于位于焦散曲线内的明亮和复杂的透镜星系,以及透镜成较大的爱因斯坦环(即$r_{E}\geq1.0"$),对低质量物体的敏感性最大。我们发现,在这项工作中考虑的敏感的模拟图像,我们可以检测到的最小质量在红移的镜头之间的$1.5\times10^{8}$和$3\times10^{9}M_{\odot}$。我们推导出$M_{\rm low}$,信噪比和分辨率之间的解析关系,并讨论了透镜配置和源结构的影响。我们的结果开始填补近似预测和真实数据之间的差距,并证明了计算引力成像精确预测的挑战性。根据我们的研究结果,我们讨论了可能的策略,设计强透镜调查和HST,凯克,ALMA,欧几里得和其他未来的观测前景。

英文摘要:

This paper aims to quantify how the lowest halo mass that can be detected with galaxy-galaxy strong gravitational lensing depends on the quality of the observations and the characteristics of the observed lens systems. Using simulated data, we measure the lowest detectable NFW mass at each location of the lens plane, in the form of detailed \emph{sensitivity maps}. In summary, we find that: (i) the lowest detectable mass $M_{\rm low}$ decreases linearly as the signal-to-noise ratio (SNR) increases and the sensitive area is larger when we decrease the noise; (ii) a moderate increase in angular resolution (0.07" vs 0.09") and pixel scale (0.01" vs 0.04") improves the sensitivity by on average 0.25 dex in halo mass, with more significant improvement around the most sensitive regions; (iii) the sensitivity to low-mass objects is largest for bright and complex lensed galaxies located inside the caustic curves and lensed into larger Einstein rings (i.e $r_{E}\geq1.0"$). We find that for the sensitive mock images considered in this work, the minimum mass that we can detect at the redshift of the lens lies between $1.5\times10^{8}$ and $3\times10^{9}M_{\odot}$. We derive analytic relations between $M_{\rm low}$, the SNR and resolution and discuss the impact of the lensing configuration and source structure. Our results start to fill the gap between approximate predictions and real data and demonstrate the challenging nature of calculating precise forecasts for gravitational imaging. In light of our findings, we discuss possible strategies for designing strong lensing surveys and the prospects for HST, Keck, ALMA, Euclid and other future observations.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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