Abstract
In order to measure automatically the equivalent width of the Balmer lines in a database of 40,000 atmosphere models, we have developed a computer program that mimics the work of an astronomer in terms of identifying and eliminating secondary spectral lines mixed with the Balmer lines. The equivalent widths measured have average errors of 5%, which makes them very reliable. As part of the FITspec code, this program improves the automatic adjustment of an atmosphere model to the observed spectrum of a massive star.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
References
Hubeny, I., Lanz, T.: Non-LTE line-blanketed model atmospheres of hot stars. 1: hybrid complete linearization/accelerated lambda iteration method. Astrophys. J. 439, 875–904 (1995)
Santolaya-Rey, A.E., Puls, J., Herrero, A.: Atmospheric NLTE-models for the spectroscopic analysis of luminous blue stars with winds. Astron. Astrophys. 323, 488–512 (1997)
Puls, J., Urbaneja, M.A., Venero, R., Repolust, T., Springmann, U., Jokuthy, A., Mokiem, M.R.: Atmospheric NLTE-models for the spectroscopic analysis of blue stars with winds-II. Line-blanketed models. Astron. Astrophys. 435(2), 669–698 (2005)
Hillier, D.J., Miller, D.L.: The treatment of non-LTE line blanketing in spherically expanding outflows. Astrophys. J. 496(1), 407 (1998)
Gräfener, G., Koesterke, L., Hamann, W.R.: Line-blanketed model atmospheres for WR stars. Astron. Astrophys. 387(1), 244–257 (2002)
Hamann, W.R., Gräfener, G.: A temperature correction method for expanding atmospheres. Astron. Astrophys. 410(3), 993–1000 (2003)
Sander, A., Shenar, T., Hainich, R., Gímenez-García, A., Todt, H., Hamann, W.R.: On the consistent treatment of the quasi-hydrostatic layers in hot star atmospheres. Astron. Astrophys. 577, A13 (2015)
Zsargó, J., Fierro, C.R., Klapp, J., Arrieta, A., Arias, L., John Hillier, D.: Database of CMFGEN models in a 6-dimensional space. In: Barrios Hernández, C.J., Gitler, I., Klapp, J. (eds.) CARLA 2016. CCIS, vol. 697, pp. 387–392. Springer, Cham (2017). https://doi.org/10.1007/978-3-319-57972-6_29
Fierro-Santillán, C.R., et al.: FITspec: a new algorithm for the automated fit of synthetic stellar spectra for OB stars. Astrophys. J. Suppl. Ser. 236(2), 38 (2018)
Russell, S.J., Norvig, P.: Artificial Intelligence: A Modern Approach. Pearson Education Limited, Kuala Lumpur (2016)
Acknowledgment
The authors acknowledge the use of the ABACUS-I supercomputer at the Laboratory of Applied Mathematics and High-Performance Computing of the Mathematics Department of CINVESTAV-IPN, where this work was performed. J. Zsargó acknowledges CONACyT CB-2011-01 No. 168632 grant for support. J. K. acknowledges financial support by the Consejo Nacional de Ciencia y Tecnología (CONACyT), Mexico, under grant 283151. The research leading to these results has received funding from the European Union’s Horizon 2020 Programme under the ENERXICO Project, grant agreement no 828947 and under the Mexican CONACYT-SENER-Hidrocarburos grant agreement B-S-69926.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2019 Springer Nature Switzerland AG
About this paper
Cite this paper
Fierro-Santillán, C.R., Klapp, J., Sigalotti, L.D.G., Zsargó, J. (2019). Algorithm for Removing Secondary Lines Blended with Balmer Lines in Synthetic Spectra of Massive Stars. In: Torres, M., Klapp, J. (eds) Supercomputing. ISUM 2019. Communications in Computer and Information Science, vol 1151. Springer, Cham. https://doi.org/10.1007/978-3-030-38043-4_14
Download citation
DOI: https://doi.org/10.1007/978-3-030-38043-4_14
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-030-38042-7
Online ISBN: 978-3-030-38043-4
eBook Packages: Computer ScienceComputer Science (R0)