论文标题
部分可观测时空混沌系统的无模型预测
Revisiting the role of bars in AGN fuelling with propensity score sample matching
论文作者
论文摘要
活性银河核(AGN)显示的高光度要求通过某种机制将气体传输到星系中心。在这种情况下,通常会指出条形驱动的过程,许多研究已经解决了Bar-agn连接,但结果矛盾。某些不一致可以用参与条驱动气体流入,中央黑洞的积聚以及AGN发射的不同空间和时间尺度来解释。但是,差异结果也可能是由于样本偏差所致,因为AGN活性确定和条形检测都受所采用方法的影响。我们在SDSS的星系样本中重新审视BAR-AGN连接,以寻找棒对AGN活性的影响的证据。我们通过发射线诊断来确定AGN活性,并以前用\ texttt {budda}估算了棒的特性,该{budda}执行2D Bulge-Bar-Disk分解。在比较活动和非活动星系之前,我们仔细选择了样品,以最大程度地减少选择偏差。我们通过使用倾向分数匹配将控制样本与AGN样本匹配来创建控制样本。该技术提供了一种分析方法,用于创建给定某些对象参数的控制样本。我们发现AGN在禁止的星系中优先找到,并且在禁止星系中的积聚率更高,但是只有使用不同的m $σ$关系用于估计黑洞质量M $ _ \ bullet $ _ \ bullet y in Carreed and Unarded Galaxies(来自中央速度分散$σ$)。另一方面,我们发现活动水平和棒强度之间没有相关性。总而言之,我们的结果加强了理论上的预测,即钢筋是椎间盘星系中的重要机制,创造了饲料AGN的气储存剂,但它们也表明其他机制可以起主要作用,尤其是在尺度<〜100 pc的情况下。
The high luminosity displayed by an active galactic nucleus (AGN) requires that gas be transported to the centre of the galaxy by some mechanism. Bar-driven processes are often pointed out in this context and a number of studies have addressed the bar-AGN connection, but with conflicting results. Some of the inconsistencies can be explained by the different spatial- and timescales involved in bar-driven gas inflows, accretion by the central black hole, and AGN emission. However, the discrepant results could also be due to sample biases, because both the AGN activity determination and the bar detection are influenced by the method employed. We revisit the bar-AGN connection in a sample of galaxies from SDSS, looking for evidence of the influence of bars on AGN activity. We determine AGN activity by emission line diagnostics and the properties of the bar were previously estimated with \texttt{BUDDA}, which performs 2D bulge-bar-disk decomposition. Before comparing active and inactive galaxies, we made a careful selection of the sample to minimise selection biases. We created control samples by matching them with the AGN sample using propensity score matching. This technique offers an analytical approach for creating control samples given some object parameters. We find that AGN are preferentially found in barred galaxies and that the accretion rate is higher in barred galaxies, but only when different M-$σ$ relations are used to estimate the black hole mass M$_\bullet$ in barred and unbarred galaxies (from the central velocity dispersion $σ$). On the other hand, we find no correlation between activity level and bar strength. Altogether, our results strengthen theoretical predictions that the bar is an important mechanism in disc galaxies, creating a gas reservoir to feed AGN, but they also indicate that other mechanisms can play a major role, particularly at scales <~100 pc.