A Sensitivity Analysis of the Modeling of Polycyclic Aromatic Hydrocarbon Emission in Galaxies

A. Maragkoudakis, C. Boersma, P. Temi, J. D. Bregman, L. J. Allamandola, V. J. Esposito, A. Ricca and E. Peeters
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Abstract

We have conducted a sensitivity analysis on the mid-infrared spectral decomposition of galaxies and the modeling of the polycyclic aromatic hydrocarbon (PAH) emission spectrum with the NASA Ames PAH Infrared Spectroscopic Database (PAHdb) to assess the variance on the average galaxy PAH population properties under a grid of different modeling parameters. We find that the short-low and short-low+long-low Spitzer-IRS decomposition with PAHFIT provides consistent modeling and recovery of the 5–15 μm PAH emission spectrum. For PAHdb modeling, application of a redshift to the calculated spectra to account for anharmonic effects introduces a 15%–20% variance on the derived parameters, while its absence improves the fits by ∼13%. The 4.00-α release of PAHdb achieves the complete modeling of the 6–15 μm PAH spectrum, including the full 6.2 μm band, improving the average fitting uncertainty by a factor of 2. The optimal PAHdb modeling configuration requires selection of pure PAHs without applying a redshift to the bands. Although quantitatively the PAHdb-derived parameters change under different modeling configurations or database versions, their variation follows a linear scaling, with previously reported trends remaining qualitatively valid. PAHdb modeling of JWST observations, and JWST observations smoothed and resampled to the Spitzer-IRS resolution and dispersion have consistent PAHdb derived parameters. Decomposition with different codes, such as PAHFIT and CAFE, produce PAH emission spectra with noticeable variation in the 11–15 μm region, driving a ∼7% difference in the neutral PAH fraction under PAHdb modeling. A new library of galaxy PAH emission templates is delivered to be utilized in galaxy spectral energy distribution modeling.
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星系中多环芳烃发射模型的敏感性分析
利用NASA Ames多环芳烃红外光谱数据库(PAHdb)对星系的中红外光谱分解和多环芳烃(PAH)发射光谱进行敏感性分析,评估不同建模参数下星系平均PAH种群性质的差异。研究发现,利用PAHFIT进行短-low和短-low+长-low Spitzer-IRS分解,可以对5-15 μm的PAH发射光谱进行一致的建模和恢复。对于PAHdb建模,将红移应用于计算光谱以考虑非调和效应,会对导出的参数产生15%-20%的方差,而不使用红移可使拟合提高约13%。PAHdb的4.00-α释放实现了6-15 μm多环芳烃光谱的完整建模,包括整个6.2 μm波段,将平均拟合不确定度提高了2倍。最佳PAHdb建模配置需要选择纯PAHs,而不需要对波段施加红移。尽管在不同的建模配置或数据库版本下,pahd衍生的参数在数量上发生了变化,但它们的变化遵循线性缩放,先前报告的趋势在质量上仍然有效。对JWST观测数据进行PAHdb建模,对JWST观测数据进行平滑和重采样后得到的Spitzer-IRS分辨率和色散具有一致的PAHdb导出参数。不同编码(如PAHFIT和CAFE)分解产生的多环芳烃发射光谱在11-15 μm区域有明显变化,导致PAHdb模型下中性多环芳烃分数相差约7%。提出了一个新的星系多环芳烃发射模板库,用于星系光谱能量分布建模。
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