Signal Processing Techniques Intended for Peculiar Star Detection in APOGEE Survey

Like other disciplines, Astronomy faces the era of Big Data, where the analyses and discovery of specific objects is a significant and non-trivial matter. The APOGEE survey and Gaia mission are good examples of how these kind of projects have increased the amount of data to be managed. In this conte...

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Main Authors: Raul Santovena, Arturo Manchado, Carlos Dafonte
Format: Article
Language:English
Published: MDPI AG 2019-08-01
Series:Proceedings
Subjects:
Online Access:https://www.mdpi.com/2504-3900/21/1/32
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spelling doaj-09087d3bd0404f3f982b17b1eb0abe7e2020-11-24T21:29:15ZengMDPI AGProceedings2504-39002019-08-012113210.3390/proceedings2019021032proceedings2019021032Signal Processing Techniques Intended for Peculiar Star Detection in APOGEE SurveyRaul Santovena0Arturo Manchado1Carlos Dafonte2Centro de investigación CITIC, Universidade da Coruña, Campus de Elviña s/n, 15071 A Coruña, SpainInstituto de Astrofísica de Canarias, E-38206 La laguna, Tenerife, SpainCentro de investigación CITIC, Universidade da Coruña, Campus de Elviña s/n, 15071 A Coruña, SpainLike other disciplines, Astronomy faces the era of Big Data, where the analyses and discovery of specific objects is a significant and non-trivial matter. The APOGEE survey and Gaia mission are good examples of how these kind of projects have increased the amount of data to be managed. In this context, we have developed an algorithm to search for specific features in the APOGEE database. The main purpose is to seek spectral lines both in absorption or emission, in the whole APOGEE database, in order to find chemically-peculiar stars. We propose an algorithm which has been validated using cerium lines and we have applied it to the search for other chemical compounds.https://www.mdpi.com/2504-3900/21/1/32apogee surveychemically peculiar starsspectral line detectionsignal processing
collection DOAJ
language English
format Article
sources DOAJ
author Raul Santovena
Arturo Manchado
Carlos Dafonte
spellingShingle Raul Santovena
Arturo Manchado
Carlos Dafonte
Signal Processing Techniques Intended for Peculiar Star Detection in APOGEE Survey
Proceedings
apogee survey
chemically peculiar stars
spectral line detection
signal processing
author_facet Raul Santovena
Arturo Manchado
Carlos Dafonte
author_sort Raul Santovena
title Signal Processing Techniques Intended for Peculiar Star Detection in APOGEE Survey
title_short Signal Processing Techniques Intended for Peculiar Star Detection in APOGEE Survey
title_full Signal Processing Techniques Intended for Peculiar Star Detection in APOGEE Survey
title_fullStr Signal Processing Techniques Intended for Peculiar Star Detection in APOGEE Survey
title_full_unstemmed Signal Processing Techniques Intended for Peculiar Star Detection in APOGEE Survey
title_sort signal processing techniques intended for peculiar star detection in apogee survey
publisher MDPI AG
series Proceedings
issn 2504-3900
publishDate 2019-08-01
description Like other disciplines, Astronomy faces the era of Big Data, where the analyses and discovery of specific objects is a significant and non-trivial matter. The APOGEE survey and Gaia mission are good examples of how these kind of projects have increased the amount of data to be managed. In this context, we have developed an algorithm to search for specific features in the APOGEE database. The main purpose is to seek spectral lines both in absorption or emission, in the whole APOGEE database, in order to find chemically-peculiar stars. We propose an algorithm which has been validated using cerium lines and we have applied it to the search for other chemical compounds.
topic apogee survey
chemically peculiar stars
spectral line detection
signal processing
url https://www.mdpi.com/2504-3900/21/1/32
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AT arturomanchado signalprocessingtechniquesintendedforpeculiarstardetectioninapogeesurvey
AT carlosdafonte signalprocessingtechniquesintendedforpeculiarstardetectioninapogeesurvey
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