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

Qin, Jianbo, Zheng, Xian Zhong, Fang, Min, Pan, Zhizheng, Wuyts, Stijn, Shi, Yong, Peng, Yingjie, Gonzalez, Valentino, Bian, Fuyan, Huang, Jia-Sheng, Gu, Qiu-Sheng, Liu, Wenhao, Tan, Qinghua, Shi, Dong Dong, Ren, Jian, Zhang, Yuheng, Qiao, Man, Wen, Run, Liu, Shuang

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 $A_V$.

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