论文标题

使用Vera C. Rubin天文台准备低表面亮度科学:模拟图像的潮汐特征的表征

Preparing for low surface brightness science with the Vera C. Rubin Observatory: characterisation of tidal features from mock images

论文作者

Martin, G., Bazkiaei, A. E., Spavone, M., Iodice, E., Mihos, J. C., Montes, M., Benavides, J. A., Brough, S., Carlin, J. L., Collins, C. A., Duc, P. A., Gómez, F. A., Galaz, G., Hernández-Toledo, H. M., Jackson, R. A., Kaviraj, S., Knapen, J. H., Martínez-Lombilla, C., McGee, S., O'Ryan, D., Prole, D. J., Rich, R. M., Román, J., Shah, E. A., Starkenburg, T. K., Watkins, A. E., Zaritsky, D., Laigle, C., Pichon, C., Armus, L., Bianconi, M., Buitrago, F., Busá, I., Davis, F., Demarco, R., Desmons, A., García, P., Graham, A. W., Holwerda, B., Hon, D. S. -H., Khalid, A., Klehammer, J., Klutse, D. Y., Lazar, I., Nair, P., Noakes-Kettel, E. A., Rutkowski, M., Saha, K., Sahu, N., Sola, E., Vázquez-Mata, J. A., Vera-Casanova, A., Yoon, I.

论文摘要

星系郊区的潮汐特征产生了有关其过去相互作用的独特信息,并且是分层结构形成范式的关键预测。 Vera C. rubin天文台有望为可能具有可见潮汐特征的数百万个物体提供深入的观察,但是从这种特征中推断出星系相互作用历史的推断并不直接。利用自动化技术和人类视觉分类以及使用Newhorizo​​n宇宙学仿真产生的逼真的模拟图像,我们研究了潮汐特征和碎屑在各种环境和恒星质量之间的性质,频率和可见性。在我们的模拟样本中,在时空和时间和时间(30-31 mag /sq。Arcsec)的遗产深度(30-31 mag /sq。Arcsec)的10年深度中检测到潮汐特征中约80%的通量,或者假设最终最终深度为29.5 mag /sc。Arcsec。在潮汐特征中发现的总通量的比例增加了较高的质量,我们的样品中最大的物体(m*〜10^{11.5} msun)上升至10%。当在足够深度观察时,这种物体经常表现出许多具有复杂形状的潮汐特征。此类特征的解释和表征随图像深度和对象方向而变化很大,在其分类中引入了明显的偏见。假设数据还原管道已正确优化,我们希望鲁宾天文台能够恢复银河系范围内的大量质量星系中发现的大部分通量,即使在中间红移(z <0.2)也是如此(z <0.2)。

Tidal features in the outskirts of galaxies yield unique information about their past interactions and are a key prediction of the hierarchical structure formation paradigm. The Vera C. Rubin Observatory is poised to deliver deep observations for potentially of millions of objects with visible tidal features, but the inference of galaxy interaction histories from such features is not straightforward. Utilising automated techniques and human visual classification in conjunction with realistic mock images produced using the NEWHORIZON cosmological simulation, we investigate the nature, frequency and visibility of tidal features and debris across a range of environments and stellar masses. In our simulated sample, around 80 per cent of the flux in the tidal features around Milky Way or greater mass galaxies is detected at the 10-year depth of the Legacy Survey of Space and Time (30-31 mag / sq. arcsec), falling to 60 per cent assuming a shallower final depth of 29.5 mag / sq. arcsec. The fraction of total flux found in tidal features increases towards higher masses, rising to 10 per cent for the most massive objects in our sample (M*~10^{11.5} Msun). When observed at sufficient depth, such objects frequently exhibit many distinct tidal features with complex shapes. The interpretation and characterisation of such features varies significantly with image depth and object orientation, introducing significant biases in their classification. Assuming the data reduction pipeline is properly optimised, we expect the Rubin Observatory to be capable of recovering much of the flux found in the outskirts of Milky Way mass galaxies, even at intermediate redshifts (z<0.2).

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