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<ri:Resource created="2005-08-21T17:04:32Z" status="active" updated="2025-06-13T15:25:00Z" 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>NBC Quasar Candidate Catalog</title><shortName>J/ApJS/155/257</shortName><identifier>ivo://CDS.VizieR/J/ApJS/155/257</identifier><altIdentifier>doi:10.26093/cds/vizier.21550257</altIdentifier><curation><publisher ivo-id="ivo://CDS">CDS</publisher><creator><name>Richards G.T.</name></creator><creator><name>Nichol R.C.</name></creator><creator><name>Gray A.G.</name></creator><creator><name>Brunner R.J.</name></creator><creator><name>Lupton R.H.,Vanden Berk D.E.</name></creator><creator><name>Chong S.S.</name></creator><creator><name>Weinstein M.A.</name></creator><creator><name>Schneider D.P.,Anderson S.F.</name></creator><creator><name>Munn J.A.</name></creator><creator><name>Harris H.C.</name></creator><creator><name>Strauss M.A.</name></creator><creator><name>Fan X.</name></creator><creator><name>Gunn J.E.,Ivezic Z.</name></creator><creator><name>York D.G.</name></creator><creator><name>Brinkmann J.</name></creator><creator><name>Moore A.W.</name></creator><date role="Updated">2011-02-03T08:53:05Z</date><date role="Created">2005-08-21T17:04:32Z</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>quasars</subject><subject>galaxies</subject><subject>catalogs</subject><subject>ultraviolet-astronomy</subject><description>We present a catalog of 100563 unresolved, UV-excess (UVX) quasar candidates to g=21 from 2099 deg^2^ of the Sloan Digital Sky Survey (SDSS) Data Release One (DR1) imaging data. Existing spectra of 22737 sources reveals that 22191 (97.6%) are quasars; accounting for the magnitude dependence of this efficiency, we estimate that 95502 (95.0%) of the objects in the catalog are quasars. Such a high efficiency is unprecedented in broadband surveys of quasars. This "proof-of-concept" sample is designed to be maximally efficient, but still has 94.7% completeness to unresolved, g~&lt;19.5, UVX quasars from the DR1 quasar catalog. This efficient and complete selection is the result of our application of a probability density type analysis to training sets that describe the four-dimensional color distribution of stars and spectroscopically confirmed quasars in the SDSS. Specifically, we use a nonparametric Bayesian classification, based on kernel density estimation, to parameterize the color distribution of astronomical sources - allowing for fast and robust classification. We further supplement the catalog by providing photometric redshifts and matches to FIRST/VLA, ROSAT, and USNO-B sources.</description><source format="bibcode">2004ApJS..155..257R</source><referenceURL>https://cdsarc.cds.unistra.fr/viz-bin/cat/J/ApJS/155/257</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>http://www.sdss.org/ : the SDSS Home Page</relatedResource><relatedResource ivo-id="ivo://CDS.VizieR/J/AJ/123/567">J/AJ/123/567 : SDSS quasar catalog, I: Early Data Release (Schneider+, 2002)</relatedResource><relatedResource ivo-id="ivo://CDS.VizieR/J/AJ/126/2579">J/AJ/126/2579 : SDSS quasar catalog. 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