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首页> 外文期刊>The Astrophysical journal >APPLICATION OF STOCHASTIC MODELING TO ANALYSIS OF PHOTOMETRIC REVERBERATION MAPPING DATA
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APPLICATION OF STOCHASTIC MODELING TO ANALYSIS OF PHOTOMETRIC REVERBERATION MAPPING DATA

机译:随机建模在光度重映射数据分析中的应用

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We use both simulated and real quasar light curves to explore modeling photometric reverberation-mapping (RM) data as a stochastic process. We do this using modifications to our previously developed RM method based on modeling quasar variability as a damped random walk. We consider the feasibility of one- and two-band photometric RM and compare the results with those from spectroscopic RM. We find that our method for two-band photometric RM can be competitive with spectroscopic RM only for strong (large equivalent width) lines like Hα and Hβ, and that the one-band method is also feasible?but requires very high?precision photometry. We fail to robustly detect Hα lags in single-band quasar light curves from OGLE-III and OGLE-IV despite the outstanding cadence and time span of the data, on account of photometric uncertainties in the range 0.02–0.04 mag. Simulations suggest that success could be achieved if the photometric uncertainties were of order 0.01 mag. Single-band RM for all lines and two-band RM for lower equivalent width lines are likely only feasible for statistical estimates of mean lags for large samples of active galactic nuclei?of similar properties?(e.g., luminosity) rather than for individual quasars. Our approach is directly applicable to the time-domain programs within ongoing and future wide-field imaging surveys?and could provide robust lag measurements for an unprecedented number of systems.
机译:我们使用模拟和真实类星体光曲线来探索建模光度混响映射(RM)数据的过程是随机的。为此,我们基于对类星体变化建模为阻尼随机游走的方法,对以前开发的RM方法进行了修改。我们考虑了一波段和两波段测光RM的可行性,并将结果与​​光谱RM的结果进行比较。我们发现,仅在像Hα和Hβ这样的强(大等宽)线上,我们的两波段光度RM方法可以与光谱RM竞争,并且单波段方法也是可行的,但是需要非常高的精确光度。尽管有出色的节奏和时间跨度,但由于光度不确定度在0.02-0.04 mag之间,我们无法可靠地检测OGLE-III和OGLE-IV的单波段类星体光曲线中的Hα滞后。模拟表明,如果光度不确定度约为0.01 mag,则可以实现成功。所有谱线的单谱带RM和等价宽度较低的谱线的两谱带RM仅对具有相似特性(例如发光度)的活动银河核大样本的平均滞后量的统计估计可行,而不是对单个类星体。我们的方法可直接应用于正在进行的和将来的广域成像调查中的时域程序,并且可以为前所未有的系统提供可靠的滞后测量。

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