Search for Brown Dwarfs in IC 1396 with Subaru HSC: Interpreting the Impact of Environmental Factors on Sub-stellar Population

Saumya Gupta, J. Jose, S. Das, Zhen Guo, Belinda Damian, Prem Prakash, Manash R. Samal
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Abstract

Young stellar clusters are predominantly the hub of star formation and hence, ideal to perform comprehensive studies over the least explored sub-stellar regime. Various unanswered questions like the mass distribution in brown dwarf regime and the effect of diverse cluster environment on brown dwarf formation efficiency still plague the scientific community. The nearby young cluster, IC 1396 with its feedback-driven environment, is ideal to conduct such study. In this paper we adopt a multi-wavelength approach, using deep Subaru HSC, Gaia DR3, Pan-STARRS, UKIDSS/2MASS photometry and machine learning techniques to identify the cluster members complete down to ∼ 0.03 M⊙ in the central 22′ area of IC 1396. We identify 458 cluster members including 62 brown dwarfs which are used to determine mass distribution in the region. We obtain a star-to-brown dwarf ratio of ∼ 6 for a stellar mass range 0.03 – 1 M⊙ in the studied cluster. The brown dwarf fraction is observed to increase across the cluster as radial distance from the central OB-stars increases. This study also compiles 15 young stellar clusters to check the variation of star-to-brown dwarf ratio relative to stellar density and UV flux ranging within 4-2500 stars pc−2 and 0.7-7.3 G0 respectively. The brown dwarf fraction is observed to increase with stellar density but the results about the influence of incident UV flux are inconclusive within this range. This is the deepest study of IC 1396 as of yet and it will pave the way to understand various aspects of brown dwarfs using spectroscopic observations in future.
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用 Subaru HSC 搜寻 IC 1396 中的褐矮星:解读环境因素对亚恒星群的影响
年轻恒星簇主要是恒星形成的中心,因此是对探索最少的亚恒星体系进行全面研究的理想场所。各种悬而未决的问题,如褐矮星体系中的质量分布以及不同星团环境对褐矮星形成效率的影响,仍然困扰着科学界。附近的年轻星团IC 1396具有反馈驱动的环境,是进行此类研究的理想场所。在本文中,我们采用多波长方法,利用Subaru HSC、Gaia DR3、Pan-STARRS、UKIDSS/2MASS的深度测光和机器学习技术,识别出IC 1396中央22′区域内完整到∼ 0.03 M⊙的星团成员。我们确定了包括 62 个褐矮星在内的 458 个星团成员,并用它们来确定该区域的质量分布。在所研究的星团中,恒星质量在0.03-1 M⊙范围内,恒星与褐矮星的比例为6∼。在整个星团中,随着与中心OB恒星的径向距离的增加,褐矮星的比例也在增加。这项研究还收集了15个年轻恒星星团的数据,以检验恒星与褐矮星比例相对于恒星密度和紫外通量的变化情况,范围分别为4-2500颗恒星 pc-2和0.7-7.3 G0。观察到褐矮星的比例随着恒星密度的增加而增加,但是在这个范围内,关于入射紫外通量的影响还没有定论。这是迄今为止对IC 1396最深入的研究,它将为今后利用光谱观测了解褐矮星的各个方面铺平道路。
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