Using PCA and clustering on 131 Cepheid near-infrared light curves, the authors find that period, absolute magnitude, and amplitude correlate with the main principal components, while metallicity shows only marginal correlations, leading them to infer that mass dominates the light curve shape.
Determination of the iron content of Cepheids from the shape of their light curves
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abstract
We present the study of the metallicity dependence of the Fourier amplitude ratios R_21 and R_31 for the light curves of short-period Galactic classical Cepheids in B, V, R_C and I_C bands. Based on the available photometric and spectroscopic data we determined the relations between the atmospheric iron abundance, [Fe/H], and the Fourier parameters. Using these relations we calculated the photometric [Fe/H] values of all program Cepheids with an average accuracy of 0.15 dex. No spectroscopic iron abundance was known before for 14 of these stars. These empirical results provide an alternate method to determine the iron abundance of classical Cepheids too faint for spectroscopic observations. We also checked whether the metal-poor Cepheids of both Magellanic Clouds follow the same relationships, and a good agreement was found.
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Estimation of Classical Cepheid's Physical Parameters from NIR Light Curves
Using PCA and clustering on 131 Cepheid near-infrared light curves, the authors find that period, absolute magnitude, and amplitude correlate with the main principal components, while metallicity shows only marginal correlations, leading them to infer that mass dominates the light curve shape.