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arXiv · 1908.02330

Resolved and Integrated Stellar Masses in the SDSS-IV/MaNGA Survey, Paper I: PCA spectral fitting & stellar mass-to-light ratio estimates

Zachary J. Pace·Christy Tremonti·Yanmei Chen·Adam L. Schaefer·Matthew A. Bershady·Kyle B. Westfall·Joel Brownstein·Niv Drory·Mederic Boquien·Kate Rowlands·Brett Andrews·David Wake
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Abstract

We present a method of fitting optical spectra of galaxies using a basis set of six vectors obtained from principal component analysis (PCA) of a library of synthetic spectra of 40000 star formation histories (SFHs). Using this library, we provide estimates of resolved effective stellar mass-to-light ratio ($\log \Upsilon^*$) for thousands of galaxies from the SDSS-IV/MaNGA integral-field spectroscopic survey. Using a testing framework built on additional synthetic SFHs, we show that the estimates of stellar mass-to-light ratio are reliable (as are their uncertainties) at a variety of signal-to-noise ratios, stellar metallicities, and dust attenuation conditions. Finally, we describe the future release of the resolved stellar mass-to-light ratios as a SDSS-IV/MaNGA Value-Added Catalog (VAC) and provide a link to the software used to conduct this analysis.

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Zachary J. Pace, Christy Tremonti, Yanmei Chen, Adam L. Schaefer, Matthew A. Bershady, Kyle B. Westfall, Joel Brownstein, Niv Drory, Mederic Boquien, Kate Rowlands, Brett Andrews, David Wake. 2019-08-06. Resolved and Integrated Stellar Masses in the SDSS-IV/MaNGA Survey, Paper I: PCA spectral fitting & stellar mass-to-light ratio estimates. https://doi.org/10.3847/1538-4357/ab3723

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