LTD064402+245919: A Subgiant with a 1–3 M ⊙ Undetected Companion Identified from LAMOST-TD Data
Single-line spectroscopic binaries have recently contributed to stellar-mass black hole discovery, independently of the X-ray transient method. We report the identification of a single-line binary system, LTD064402+245919, with an orbital period of 14.50 days. The observed component is a subgiant wi...
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creator | Yang, Fan Zhang, Bo Long, Richard J. Lu, You-Jun Shan, Su-Su Wei, Xing Fu, Jian-Ning Zhang, Xian-Fei Zhao, Zhi-Chao Bai, Yu Yi, Tuan Zheng, Ling-Lin Zhou, Ze-Ming Liu, Ji-Feng |
description | Single-line spectroscopic binaries have recently contributed to stellar-mass black hole discovery, independently of the X-ray transient method. We report the identification of a single-line binary system, LTD064402+245919, with an orbital period of 14.50 days. The observed component is a subgiant with a mass of 2.77 ± 0.68
M
⊙
, radius 15.5 ± 2.5
R
⊙
, effective temperature
T
eff
4500 ± 200 K, and surface gravity log
g
2.5 ± 0.25 dex. The discovery makes use of the Large Sky Area Multi-Object fiber Spectroscopic Telescope time-domain and Zwicky Transient Facility survey. Our general-purpose software pipeline applies a Lomb–Scargle periodogram to determine the orbital period and uses machine learning to classify the variable type from the folded light curves. We apply a combined model to estimate the orbital parameters from both the light and radial velocity curves, taking constraints on the primary star mass, mass function, and detection limit of secondary luminosity into consideration. We obtain a radial velocity semiamplitude of 44.6 ± 1.5 km s
−1
, mass ratio of 0.73 ± 0.07, and an undetected component mass of 2.02 ± 0.49
M
⊙
when the type of the undetected component is not set. We conclude that the inclination is not well constrained, and that the secondary mass is larger than 1
M
⊙
when the undetected component is modeled as a compact object. According to our investigations using a Monte Carlo Markov Chain simulation, increasing the spectra signal-to-noise ratio by a factor of 3 would enable the secondary light to be distinguished (if present). The algorithm and software in this work are able to serve as general-purpose tools for the identification of compact objects quiescent in X-rays. |
doi_str_mv | 10.3847/1538-4357/ac31b3 |
format | Article |
fullrecord | <record><control><sourceid>proquest_iop_j</sourceid><recordid>TN_cdi_proquest_journals_2614803481</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2614803481</sourcerecordid><originalsourceid>FETCH-LOGICAL-c310t-4dad9c8a5a2f0be9f07bb0feda69b9b6a1ae687c501fc3ab8f905fd1bbb37fd73</originalsourceid><addsrcrecordid>eNp9kEtLw0AUhQdRsFb3LgfElcbOK49xV1ofhUgXTcHdcCczoyk2iUmKuHPt1pV_r7_EhIhuxNXlHr5z7uUgdEzJBY9EOKI-jzzB_XAEKaea76DBj7SLBoQQ4QU8vN9HB3W96lYm5QClcTIlgRCEnTHhSyov8RgvNvohg7zBL1nziAHT7dsHx3d4-_6Jl7mxjU0ba_CkWJeQZ0WOZ8bmTeayVnRVscbx-G6-SLxkiqfQwCHac_BU26PvOUTL66tkcuvF85vZZBx77cOk8YQBI9MIfGCOaCsdCbUmzhoIpJY6AAo2iMLUJ9SlHHTkJPGdoVprHjoT8iE66XPLqnje2LpRq2JT5e1JxQIqIsJFRFuK9FRaFXVdWafKKltD9aooUV2VqutNdb2pvsrWct5bsqL8zfwHP_0Dh3KlJOOKKcYCVRrHvwDC6IAz</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2614803481</pqid></control><display><type>article</type><title>LTD064402+245919: A Subgiant with a 1–3 M ⊙ Undetected Companion Identified from LAMOST-TD Data</title><source>IOP Publishing Free Content</source><source>Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals</source><source>Alma/SFX Local Collection</source><creator>Yang, Fan ; Zhang, Bo ; Long, Richard J. ; Lu, You-Jun ; Shan, Su-Su ; Wei, Xing ; Fu, Jian-Ning ; Zhang, Xian-Fei ; Zhao, Zhi-Chao ; Bai, Yu ; Yi, Tuan ; Zheng, Ling-Lin ; Zhou, Ze-Ming ; Liu, Ji-Feng</creator><creatorcontrib>Yang, Fan ; Zhang, Bo ; Long, Richard J. ; Lu, You-Jun ; Shan, Su-Su ; Wei, Xing ; Fu, Jian-Ning ; Zhang, Xian-Fei ; Zhao, Zhi-Chao ; Bai, Yu ; Yi, Tuan ; Zheng, Ling-Lin ; Zhou, Ze-Ming ; Liu, Ji-Feng</creatorcontrib><description>Single-line spectroscopic binaries have recently contributed to stellar-mass black hole discovery, independently of the X-ray transient method. We report the identification of a single-line binary system, LTD064402+245919, with an orbital period of 14.50 days. The observed component is a subgiant with a mass of 2.77 ± 0.68
M
⊙
, radius 15.5 ± 2.5
R
⊙
, effective temperature
T
eff
4500 ± 200 K, and surface gravity log
g
2.5 ± 0.25 dex. The discovery makes use of the Large Sky Area Multi-Object fiber Spectroscopic Telescope time-domain and Zwicky Transient Facility survey. Our general-purpose software pipeline applies a Lomb–Scargle periodogram to determine the orbital period and uses machine learning to classify the variable type from the folded light curves. We apply a combined model to estimate the orbital parameters from both the light and radial velocity curves, taking constraints on the primary star mass, mass function, and detection limit of secondary luminosity into consideration. We obtain a radial velocity semiamplitude of 44.6 ± 1.5 km s
−1
, mass ratio of 0.73 ± 0.07, and an undetected component mass of 2.02 ± 0.49
M
⊙
when the type of the undetected component is not set. We conclude that the inclination is not well constrained, and that the secondary mass is larger than 1
M
⊙
when the undetected component is modeled as a compact object. According to our investigations using a Monte Carlo Markov Chain simulation, increasing the spectra signal-to-noise ratio by a factor of 3 would enable the secondary light to be distinguished (if present). The algorithm and software in this work are able to serve as general-purpose tools for the identification of compact objects quiescent in X-rays.</description><identifier>ISSN: 0004-637X</identifier><identifier>EISSN: 1538-4357</identifier><identifier>DOI: 10.3847/1538-4357/ac31b3</identifier><language>eng</language><publisher>Philadelphia: The American Astronomical Society</publisher><subject>Algorithms ; Astrophysics ; Binary stars ; Black holes ; Companion stars ; Constraints ; Ellipsoidal variable stars ; Light curve ; Luminosity ; Machine learning ; Markov chains ; Neutron stars ; Orbits ; Radial velocity ; Semi-detached binary stars ; Signal to noise ratio ; Sky surveys (astronomy) ; Software ; Spectroscopic binary stars ; Spectroscopic telescopes ; Spectroscopy ; Stellar mass black holes ; X-ray astronomy</subject><ispartof>The Astrophysical journal, 2021-12, Vol.923 (2), p.226</ispartof><rights>2021. The Author(s). Published by the American Astronomical Society.</rights><rights>Copyright IOP Publishing Dec 01, 2021</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c310t-4dad9c8a5a2f0be9f07bb0feda69b9b6a1ae687c501fc3ab8f905fd1bbb37fd73</citedby><cites>FETCH-LOGICAL-c310t-4dad9c8a5a2f0be9f07bb0feda69b9b6a1ae687c501fc3ab8f905fd1bbb37fd73</cites><orcidid>0000-0002-5744-2016 ; 0000-0002-6039-8212 ; 0000-0002-1310-4664 ; 0000-0002-5839-6744 ; 0000-0002-2874-2706 ; 0000-0002-6434-7201 ; 0000-0001-8241-1740 ; 0000-0002-8559-0067 ; 0000-0002-8033-2974 ; 0000-0002-5630-7859 ; 0000-0002-4740-3857 ; 0000-0002-1619-1660</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://iopscience.iop.org/article/10.3847/1538-4357/ac31b3/pdf$$EPDF$$P50$$Giop$$Hfree_for_read</linktopdf><link.rule.ids>314,776,780,27903,27904,38869,53845</link.rule.ids></links><search><creatorcontrib>Yang, Fan</creatorcontrib><creatorcontrib>Zhang, Bo</creatorcontrib><creatorcontrib>Long, Richard J.</creatorcontrib><creatorcontrib>Lu, You-Jun</creatorcontrib><creatorcontrib>Shan, Su-Su</creatorcontrib><creatorcontrib>Wei, Xing</creatorcontrib><creatorcontrib>Fu, Jian-Ning</creatorcontrib><creatorcontrib>Zhang, Xian-Fei</creatorcontrib><creatorcontrib>Zhao, Zhi-Chao</creatorcontrib><creatorcontrib>Bai, Yu</creatorcontrib><creatorcontrib>Yi, Tuan</creatorcontrib><creatorcontrib>Zheng, Ling-Lin</creatorcontrib><creatorcontrib>Zhou, Ze-Ming</creatorcontrib><creatorcontrib>Liu, Ji-Feng</creatorcontrib><title>LTD064402+245919: A Subgiant with a 1–3 M ⊙ Undetected Companion Identified from LAMOST-TD Data</title><title>The Astrophysical journal</title><addtitle>APJ</addtitle><addtitle>Astrophys. J</addtitle><description>Single-line spectroscopic binaries have recently contributed to stellar-mass black hole discovery, independently of the X-ray transient method. We report the identification of a single-line binary system, LTD064402+245919, with an orbital period of 14.50 days. The observed component is a subgiant with a mass of 2.77 ± 0.68
M
⊙
, radius 15.5 ± 2.5
R
⊙
, effective temperature
T
eff
4500 ± 200 K, and surface gravity log
g
2.5 ± 0.25 dex. The discovery makes use of the Large Sky Area Multi-Object fiber Spectroscopic Telescope time-domain and Zwicky Transient Facility survey. Our general-purpose software pipeline applies a Lomb–Scargle periodogram to determine the orbital period and uses machine learning to classify the variable type from the folded light curves. We apply a combined model to estimate the orbital parameters from both the light and radial velocity curves, taking constraints on the primary star mass, mass function, and detection limit of secondary luminosity into consideration. We obtain a radial velocity semiamplitude of 44.6 ± 1.5 km s
−1
, mass ratio of 0.73 ± 0.07, and an undetected component mass of 2.02 ± 0.49
M
⊙
when the type of the undetected component is not set. We conclude that the inclination is not well constrained, and that the secondary mass is larger than 1
M
⊙
when the undetected component is modeled as a compact object. According to our investigations using a Monte Carlo Markov Chain simulation, increasing the spectra signal-to-noise ratio by a factor of 3 would enable the secondary light to be distinguished (if present). The algorithm and software in this work are able to serve as general-purpose tools for the identification of compact objects quiescent in X-rays.</description><subject>Algorithms</subject><subject>Astrophysics</subject><subject>Binary stars</subject><subject>Black holes</subject><subject>Companion stars</subject><subject>Constraints</subject><subject>Ellipsoidal variable stars</subject><subject>Light curve</subject><subject>Luminosity</subject><subject>Machine learning</subject><subject>Markov chains</subject><subject>Neutron stars</subject><subject>Orbits</subject><subject>Radial velocity</subject><subject>Semi-detached binary stars</subject><subject>Signal to noise ratio</subject><subject>Sky surveys (astronomy)</subject><subject>Software</subject><subject>Spectroscopic binary stars</subject><subject>Spectroscopic telescopes</subject><subject>Spectroscopy</subject><subject>Stellar mass black holes</subject><subject>X-ray astronomy</subject><issn>0004-637X</issn><issn>1538-4357</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>O3W</sourceid><recordid>eNp9kEtLw0AUhQdRsFb3LgfElcbOK49xV1ofhUgXTcHdcCczoyk2iUmKuHPt1pV_r7_EhIhuxNXlHr5z7uUgdEzJBY9EOKI-jzzB_XAEKaea76DBj7SLBoQQ4QU8vN9HB3W96lYm5QClcTIlgRCEnTHhSyov8RgvNvohg7zBL1nziAHT7dsHx3d4-_6Jl7mxjU0ba_CkWJeQZ0WOZ8bmTeayVnRVscbx-G6-SLxkiqfQwCHac_BU26PvOUTL66tkcuvF85vZZBx77cOk8YQBI9MIfGCOaCsdCbUmzhoIpJY6AAo2iMLUJ9SlHHTkJPGdoVprHjoT8iE66XPLqnje2LpRq2JT5e1JxQIqIsJFRFuK9FRaFXVdWafKKltD9aooUV2VqutNdb2pvsrWct5bsqL8zfwHP_0Dh3KlJOOKKcYCVRrHvwDC6IAz</recordid><startdate>20211201</startdate><enddate>20211201</enddate><creator>Yang, Fan</creator><creator>Zhang, Bo</creator><creator>Long, Richard J.</creator><creator>Lu, You-Jun</creator><creator>Shan, Su-Su</creator><creator>Wei, Xing</creator><creator>Fu, Jian-Ning</creator><creator>Zhang, Xian-Fei</creator><creator>Zhao, Zhi-Chao</creator><creator>Bai, Yu</creator><creator>Yi, Tuan</creator><creator>Zheng, Ling-Lin</creator><creator>Zhou, Ze-Ming</creator><creator>Liu, Ji-Feng</creator><general>The American Astronomical Society</general><general>IOP Publishing</general><scope>O3W</scope><scope>TSCCA</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7TG</scope><scope>8FD</scope><scope>H8D</scope><scope>KL.</scope><scope>L7M</scope><orcidid>https://orcid.org/0000-0002-5744-2016</orcidid><orcidid>https://orcid.org/0000-0002-6039-8212</orcidid><orcidid>https://orcid.org/0000-0002-1310-4664</orcidid><orcidid>https://orcid.org/0000-0002-5839-6744</orcidid><orcidid>https://orcid.org/0000-0002-2874-2706</orcidid><orcidid>https://orcid.org/0000-0002-6434-7201</orcidid><orcidid>https://orcid.org/0000-0001-8241-1740</orcidid><orcidid>https://orcid.org/0000-0002-8559-0067</orcidid><orcidid>https://orcid.org/0000-0002-8033-2974</orcidid><orcidid>https://orcid.org/0000-0002-5630-7859</orcidid><orcidid>https://orcid.org/0000-0002-4740-3857</orcidid><orcidid>https://orcid.org/0000-0002-1619-1660</orcidid></search><sort><creationdate>20211201</creationdate><title>LTD064402+245919: A Subgiant with a 1–3 M ⊙ Undetected Companion Identified from LAMOST-TD Data</title><author>Yang, Fan ; Zhang, Bo ; Long, Richard J. ; Lu, You-Jun ; Shan, Su-Su ; Wei, Xing ; Fu, Jian-Ning ; Zhang, Xian-Fei ; Zhao, Zhi-Chao ; Bai, Yu ; Yi, Tuan ; Zheng, Ling-Lin ; Zhou, Ze-Ming ; Liu, Ji-Feng</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c310t-4dad9c8a5a2f0be9f07bb0feda69b9b6a1ae687c501fc3ab8f905fd1bbb37fd73</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Algorithms</topic><topic>Astrophysics</topic><topic>Binary stars</topic><topic>Black holes</topic><topic>Companion stars</topic><topic>Constraints</topic><topic>Ellipsoidal variable stars</topic><topic>Light curve</topic><topic>Luminosity</topic><topic>Machine learning</topic><topic>Markov chains</topic><topic>Neutron stars</topic><topic>Orbits</topic><topic>Radial velocity</topic><topic>Semi-detached binary stars</topic><topic>Signal to noise ratio</topic><topic>Sky surveys (astronomy)</topic><topic>Software</topic><topic>Spectroscopic binary stars</topic><topic>Spectroscopic telescopes</topic><topic>Spectroscopy</topic><topic>Stellar mass black holes</topic><topic>X-ray astronomy</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Yang, Fan</creatorcontrib><creatorcontrib>Zhang, Bo</creatorcontrib><creatorcontrib>Long, Richard J.</creatorcontrib><creatorcontrib>Lu, You-Jun</creatorcontrib><creatorcontrib>Shan, Su-Su</creatorcontrib><creatorcontrib>Wei, Xing</creatorcontrib><creatorcontrib>Fu, Jian-Ning</creatorcontrib><creatorcontrib>Zhang, Xian-Fei</creatorcontrib><creatorcontrib>Zhao, Zhi-Chao</creatorcontrib><creatorcontrib>Bai, Yu</creatorcontrib><creatorcontrib>Yi, Tuan</creatorcontrib><creatorcontrib>Zheng, Ling-Lin</creatorcontrib><creatorcontrib>Zhou, Ze-Ming</creatorcontrib><creatorcontrib>Liu, Ji-Feng</creatorcontrib><collection>IOP Publishing Free Content</collection><collection>IOPscience (Open Access)</collection><collection>CrossRef</collection><collection>Meteorological & Geoastrophysical Abstracts</collection><collection>Technology Research Database</collection><collection>Aerospace Database</collection><collection>Meteorological & Geoastrophysical Abstracts - Academic</collection><collection>Advanced Technologies Database with Aerospace</collection><jtitle>The Astrophysical journal</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Yang, Fan</au><au>Zhang, Bo</au><au>Long, Richard J.</au><au>Lu, You-Jun</au><au>Shan, Su-Su</au><au>Wei, Xing</au><au>Fu, Jian-Ning</au><au>Zhang, Xian-Fei</au><au>Zhao, Zhi-Chao</au><au>Bai, Yu</au><au>Yi, Tuan</au><au>Zheng, Ling-Lin</au><au>Zhou, Ze-Ming</au><au>Liu, Ji-Feng</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>LTD064402+245919: A Subgiant with a 1–3 M ⊙ Undetected Companion Identified from LAMOST-TD Data</atitle><jtitle>The Astrophysical journal</jtitle><stitle>APJ</stitle><addtitle>Astrophys. J</addtitle><date>2021-12-01</date><risdate>2021</risdate><volume>923</volume><issue>2</issue><spage>226</spage><pages>226-</pages><issn>0004-637X</issn><eissn>1538-4357</eissn><abstract>Single-line spectroscopic binaries have recently contributed to stellar-mass black hole discovery, independently of the X-ray transient method. We report the identification of a single-line binary system, LTD064402+245919, with an orbital period of 14.50 days. The observed component is a subgiant with a mass of 2.77 ± 0.68
M
⊙
, radius 15.5 ± 2.5
R
⊙
, effective temperature
T
eff
4500 ± 200 K, and surface gravity log
g
2.5 ± 0.25 dex. The discovery makes use of the Large Sky Area Multi-Object fiber Spectroscopic Telescope time-domain and Zwicky Transient Facility survey. Our general-purpose software pipeline applies a Lomb–Scargle periodogram to determine the orbital period and uses machine learning to classify the variable type from the folded light curves. We apply a combined model to estimate the orbital parameters from both the light and radial velocity curves, taking constraints on the primary star mass, mass function, and detection limit of secondary luminosity into consideration. We obtain a radial velocity semiamplitude of 44.6 ± 1.5 km s
−1
, mass ratio of 0.73 ± 0.07, and an undetected component mass of 2.02 ± 0.49
M
⊙
when the type of the undetected component is not set. We conclude that the inclination is not well constrained, and that the secondary mass is larger than 1
M
⊙
when the undetected component is modeled as a compact object. According to our investigations using a Monte Carlo Markov Chain simulation, increasing the spectra signal-to-noise ratio by a factor of 3 would enable the secondary light to be distinguished (if present). The algorithm and software in this work are able to serve as general-purpose tools for the identification of compact objects quiescent in X-rays.</abstract><cop>Philadelphia</cop><pub>The American Astronomical Society</pub><doi>10.3847/1538-4357/ac31b3</doi><tpages>8</tpages><orcidid>https://orcid.org/0000-0002-5744-2016</orcidid><orcidid>https://orcid.org/0000-0002-6039-8212</orcidid><orcidid>https://orcid.org/0000-0002-1310-4664</orcidid><orcidid>https://orcid.org/0000-0002-5839-6744</orcidid><orcidid>https://orcid.org/0000-0002-2874-2706</orcidid><orcidid>https://orcid.org/0000-0002-6434-7201</orcidid><orcidid>https://orcid.org/0000-0001-8241-1740</orcidid><orcidid>https://orcid.org/0000-0002-8559-0067</orcidid><orcidid>https://orcid.org/0000-0002-8033-2974</orcidid><orcidid>https://orcid.org/0000-0002-5630-7859</orcidid><orcidid>https://orcid.org/0000-0002-4740-3857</orcidid><orcidid>https://orcid.org/0000-0002-1619-1660</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Algorithms Astrophysics Binary stars Black holes Companion stars Constraints Ellipsoidal variable stars Light curve Luminosity Machine learning Markov chains Neutron stars Orbits Radial velocity Semi-detached binary stars Signal to noise ratio Sky surveys (astronomy) Software Spectroscopic binary stars Spectroscopic telescopes Spectroscopy Stellar mass black holes X-ray astronomy |
title | LTD064402+245919: A Subgiant with a 1–3 M ⊙ Undetected Companion Identified from LAMOST-TD Data |
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