论文标题
通过银河系拟合确定灰尘衰减曲线的系统偏见
Systematic biases in determining dust attenuation curves through galaxy SED fitting
论文作者
论文摘要
尽管发现通过光谱能量分布(SED)拟合获得的有效灰尘衰减($ a_v $)的灰尘衰减曲线($δ$)的斜率与有效的灰尘衰减相关,但拟合变性如何影响这种关系。我们通过与已知衰减参数的模拟星系SED一起拟合了从星系和质量组装调查中选择的局部恒星星系(SFG)样品的拟合效应。采用了精心设计的Starburst恒星形成历史记录,以生成具有固有的紫外线斜率($β_0$)的模型SED模板,该模板跨越了相当宽的范围。对于我们的样本SFGS来说,最合适的$β_0$显示出广泛的覆盖范围,与恒定星形恒星形成的星爆的$β_0<-2.2 $的有限范围差异很大。我们的结果表明,在$β_0$,$δ$和SED拟合中$ a_v $之间的强烈脱整体会引起系统的偏见,从而导致false $ a_v $ - $δ$相关性。我们的仿真测试表明,即使采用平坦的$ a_v $ - $δ$关系来构建输入模型Galaxy SED,也可以很好地再现这种关系。最合适的$δ$的变化以拟合错误为主。我们表明,假设在配件中具有恒定恒星形成的Starburst将导致衰减曲线,较小的退化误差和更强的$ A_V $ - $δ$关系。我们的发现证实,通过SED拟合获得的$ a_v $ - $δ$关系可能是由拟式脱位在$β_0$,$Δ$和$ a_v $之间引起的系统偏见的驱动的。
While the slope of the dust attenuation curve ($δ$) is found to correlate with effective dust attenuation ($A_V$) as obtained through spectral energy distribution (SED) fitting, it remains unknown how the fitting degeneracies shape this relation. We examine the degeneracy effects by fitting SEDs of a sample of local star-forming galaxies (SFGs) selected from the Galaxy And Mass Assembly survey, in conjunction with mock galaxy SEDs of known attenuation parameters. A well-designed declining starburst star formation history is adopted to generate model SED templates with intrinsic UV slope ($β_0$) spanning over a reasonably wide range. The best-fitting $β_0$ for our sample SFGs shows a wide coverage, dramatically differing from the limited range of $β_0<-2.2$ for a starburst of constant star formation. Our results show that strong degeneracies between $β_0$, $δ$, and $A_V$ in the SED fitting induce systematic biases leading to a false $A_V$--$δ$ correlation. Our simulation tests reveal that this relationship can be well reproduced even when a flat $A_V$--$δ$ relation is taken to build the input model galaxy SEDs. The variations in best-fitting $δ$ are dominated by the fitting errors. We show that assuming a starburst with constant star formation in SED fitting will result in a steeper attenuation curve, smaller degeneracy errors, and a stronger $A_V$--$δ$ relation. Our findings confirm that the $A_V$--$δ$ relation obtained through SED fitting is likely driven by the systematic biases induced by the fitting degeneracies between $β_0$, $δ$, and $A_V$.