论文标题
部分可观测时空混沌系统的无模型预测
Gaia Data Release 3: The first Gaia catalogue of variable AGN
论文作者
论文摘要
GAIA-DR3相对于先前的数据发行的新颖性之一是发表了大约100万AGN的多曲线光曲线。这项工作的目的是创建可变AGN的目录,其选择仅基于Gaia数据。我们首先介绍了将可变性参数估算为AGN特定对象研究模块的方法的实现。然后,我们描述了导致高纯度变量AGN样品定义的选择过程,并分析了所选源的性能。我们从数百万来源的样本开始,基于可变性处理,由11个不同的分类器确定为AGN候选。由于重点是变异性属性,因此我们首先根据数据点数量和强制性可变性参数定义了一些先决条件。然后仅使用GAIA数据应用一系列过滤器,而Gaia Celestial参考框架3(GAIA-CRF3)样品作为参考。所得的GAIA AGN可变样品(称为GLEAN)包含约872000个对象,其中超过21000个是新的标识。我们通过与各种星系和恒星目录对所选源进行交叉匹配来检查污染物的存在。在上一个斯隆数字天空调查的类星体目录中,收集相对于可变AGN的完整性约为47%,而基于GAIA-CRF3样本的可变AGN的完整性约为51%。从与其他AGN目录的比较和可能的污染物的研究中,我们得出结论,纯度可以超过95%。研究了这些来源的多波长度。特别是,我们估计其中约有4%是无线电。我们最终探讨了评估强镜头类星体的多个图像的通量变化之间的时间滞后的可能性,并显示了一种情况。
One of the novelties of the Gaia-DR3 with respect to the previous data releases is the publication of the multiband light curves of about 1 million AGN. The goal of this work was the creation of a catalogue of variable AGN, whose selection was based on Gaia data only. We first present the implementation of the methods to estimate the variability parameters into a specific object study module for AGN. Then we describe the selection procedure that led to the definition of the high-purity variable AGN sample and analyse the properties of the selected sources. We started from a sample of millions of sources, which were identified as AGN candidates by 11 different classifiers based on variability processing. Because the focus was on the variability properties, we first defined some pre-requisites in terms of number of data points and mandatory variability parameters. Then a series of filters was applied using only Gaia data and the Gaia Celestial Reference Frame 3 (Gaia-CRF3) sample as a reference.The resulting Gaia AGN variable sample, named GLEAN, contains about 872000 objects, more than 21000 of which are new identifications. We checked the presence of contaminants by cross-matching the selected sources with a variety of galaxies and stellar catalogues. The completeness of GLEAN with respect to the variable AGN in the last Sloan Digital Sky Survey quasar catalogue is about 47%, while that based on the variable AGN of the Gaia-CRF3 sample is around 51%. From both a comparison with other AGN catalogues and an investigation of possible contaminants, we conclude that purity can be expected to be above 95%. Multiwavelength properties of these sources are investigated. In particular, we estimate that about 4% of them are radio-loud. We finally explore the possibility to evaluate the time lags between the flux variations of the multiple images of strongly lensed quasars, and show one case.