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<ri:Resource created="2019-11-20T09:56:48Z" status="active" updated="2025-05-19T09:50:00Z" version="1.2" xmlns:cs="http://www.ivoa.net/xml/ConeSearch/v1.0" xmlns:ri="http://www.ivoa.net/xml/RegistryInterface/v1.0" xmlns:vr="http://www.ivoa.net/xml/VOResource/v1.0" xmlns:vs="http://www.ivoa.net/xml/VODataService/v1.1" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.ivoa.net/xml/ConeSearch/v1.0 http://vo.ari.uni-heidelberg.de/docs/schemata/ConeSearch.xsd http://www.ivoa.net/xml/VOResource/v1.0 http://vo.ari.uni-heidelberg.de/docs/schemata/VOResource.xsd http://www.ivoa.net/xml/VODataService/v1.1 http://vo.ari.uni-heidelberg.de/docs/schemata/VODataService.xsd" xsi:type="vs:CatalogService"><title>Large-scale structure of M31 halo. II. PAndAS</title><shortName>J/ApJ/868/55</shortName><identifier>ivo://CDS.VizieR/J/ApJ/868/55</identifier><altIdentifier>doi:10.26093/cds/vizier.18680055</altIdentifier><curation><publisher ivo-id="ivo://CDS">CDS</publisher><creator><name>McConnachie A.W.</name></creator><creator><name>Ibata R.</name></creator><creator><name>Martin N.</name></creator><creator><name>Ferguson A.M.N.</name></creator><creator><name>Collins M.</name></creator><creator><name>Gwyn S.,Irwin M.</name></creator><creator><name>Lewis G.F.</name></creator><creator><name>Mackey A.D.</name></creator><creator><name>Davidge T.</name></creator><creator><name>Arias V.</name></creator><creator><name>Conn A.</name></creator><creator><name>Cote P.,Crnojevic D.</name></creator><creator><name>Huxor A.</name></creator><creator><name>Penarrubia J.</name></creator><creator><name>Spengler C.</name></creator><creator><name>Tanvir N.,Valls-Gabaud D.</name></creator><creator><name>Babul A.</name></creator><creator><name>Barmby P.</name></creator><creator><name>Bate N.F.</name></creator><creator><name>Bernard E.</name></creator><creator><name>Chapman S.,Dotter A.</name></creator><creator><name>Harris W.</name></creator><creator><name>McMonigal B.</name></creator><creator><name>Navarro J.</name></creator><creator><name>Puzia T.H.</name></creator><creator><name>Rich R.M.,Thomas G.</name></creator><creator><name>Widrow L.M.</name></creator><date role="Updated">2020-03-26T14:17:00Z</date><date role="Created">2019-11-20T09:56:48Z</date><contact><name>CDS support team</name><address>CDS, Observatoire de Strasbourg, 11 rue de l'Universite, F-67000 Strasbourg, France</address><email>cds-question@unistra.fr</email></contact></curation><content><subject>galaxies</subject><subject>photometry</subject><subject>infrared-photometry</subject><subject>visible-astronomy</subject><subject>globular-star-clusters</subject><subject>absolute-magnitude</subject><description>The Pan-Andromeda Archaeological Survey is a survey of &gt;400deg^2^ centered on the Andromeda (M31) and Triangulum (M33) galaxies that has provided the most extensive panorama of an L* galaxy group to large projected galactocentric radii. Here, we collate and summarize the current status of our knowledge of the substructures in the stellar halo of M31, and discuss connections between these features. We estimate that the 13 most distinctive substructures were produced by at least 5 different accretion events, all in the last 3 or 4Gyr. We suggest that a few of the substructures farthest from M31 may be shells from a single accretion event. We calculate the luminosities of some prominent substructures for which previous estimates were not available, and we estimate the stellar mass budget of the outer halo of M31. We revisit the problem of quantifying the properties of a highly structured data set; specifically, we use the OPTICS clustering algorithm to quantify the hierarchical structure of M31's stellar halo and identify three new faint structures. M31's halo, in projection, appears to be dominated by two "mega-structures", which can be considered as the two most significant branches of a merger tree produced by breaking M31's stellar halo into increasingly smaller structures based on the stellar spatial clustering. We conclude that OPTICS is a powerful algorithm that could be used in any astronomical application involving the hierarchical clustering of points.</description><source format="bibcode">2018ApJ...868...55M</source><referenceURL>https://cdsarc.cds.unistra.fr/viz-bin/cat/J/ApJ/868/55</referenceURL><type>Catalog</type><contentLevel>Research</contentLevel><relationship><relationshipType>IsServedBy</relationshipType><relatedResource ivo-id="ivo://CDS.VizieR/TAP">TAP VizieR generic service</relatedResource></relationship><relationship><relationshipType>IsServedBy</relationshipType><relatedResource>Conesearch service</relatedResource></relationship><relationship><relationshipType>related-to</relationshipType><relatedResource ivo-id="ivo://CDS.VizieR/B/cfht">B/cfht : Log of CFHT Exposures (CADC, 1979-)</relatedResource><relatedResource ivo-id="ivo://CDS.VizieR/VII/86">VII/86 : Groups of Galaxies. I. 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(Martin+, 2013)</relatedResource><relatedResource ivo-id="ivo://CDS.VizieR/J/ApJ/779/7">J/ApJ/779/7 : dSph satellites of M31. I. Variables in And XIX (Cusano+, 2013)</relatedResource><relatedResource ivo-id="ivo://CDS.VizieR/J/ApJ/790/73">J/ApJ/790/73 : Iron abundance of RGBs in M31 satellites (Vargas+, 2014)</relatedResource><relatedResource ivo-id="ivo://CDS.VizieR/J/ApJ/803/63">J/ApJ/803/63 : gr photometry of stars in Kim 2 (Kim+, 2015)</relatedResource><relatedResource ivo-id="ivo://CDS.VizieR/J/MNRAS/448/1314">J/MNRAS/448/1314 : Line list for seven target PAndAS clusters (Sakari+, 2015)</relatedResource><relatedResource ivo-id="ivo://CDS.VizieR/J/ApJ/829/26">J/ApJ/829/26 : Var. stars in the field of Andromeda XXV. III. 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(Martin+, 2016)</relatedResource><relatedResource ivo-id="ivo://CDS.VizieR/J/ApJ/836/137">J/ApJ/836/137 : Deep, wide-field g,i imaging of And XXXI (Rhode+, 2017)</relatedResource><relatedResource ivo-id="ivo://CDS.VizieR/J/ApJ/837/54">J/ApJ/837/54 : Variable stars in the globular cluster DDO 216-A1 (Cole+, 2017)</relatedResource><relatedResource>http://www.cadc-ccda.hia-iha.nrc-cnrc.gc.ca/en/community/pandas/query.html :</relatedResource></relationship></content><rights>https://cds.unistra.fr/vizier-org/licences_vizier.html</rights><capability><interface xsi:type="vr:WebBrowser"><accessURL use="full">https://vizier.cds.unistra.fr/viz-bin/VizieR-2?-source=J/ApJ/868/55</accessURL><mirrorURL title="VizieR at IUCAA: Pune, India">https://vizier.iucaa.in/viz-bin/VizieR-2?-source=J/ApJ/868/55</mirrorURL><mirrorURL title="VizieR at SAAO: SAAO, South Africa">http://vizieridia.saao.ac.za/viz-bin/VizieR-2?-source=J/ApJ/868/55</mirrorURL></interface></capability><capability><interface 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