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<ri:Resource created="2015-04-17T12:51:53Z" status="active" updated="2025-05-19T09:50:00Z" version="1.2" 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/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>Metallicity of galaxies from colors</title><shortName>J/ApJ/775/125</shortName><identifier>ivo://CDS.VizieR/J/ApJ/775/125</identifier><altIdentifier>doi:10.26093/cds/vizier.17750125</altIdentifier><curation><publisher ivo-id="ivo://CDS">CDS</publisher><creator><name>Sanders N.E.</name></creator><creator><name>Levesque E.M.</name></creator><creator><name>Soderberg A.M.</name></creator><date role="Updated">2015-05-14T18:37:46Z</date><date role="Created">2015-04-17T12:51:53Z</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>chemical-abundances</subject><subject>astronomical-models</subject><description>There is a well known correlation between the mass and metallicity of star-forming galaxies. Because mass is correlated with luminosity, this relation is often exploited, when spectroscopy is not available, to estimate galaxy metallicities based on single band photometry. However, we show that galaxy color is typically more effective than luminosity as a predictor of metallicity. This is a consequence of the correlation between color and the galaxy mass-to-light ratio and the recently discovered correlation between star formation rate (SFR) and residuals from the mass-metallicity relation. Using Sloan Digital Sky Survey spectroscopy of ~180000 nearby galaxies, we derive "LZC relations," empirical relations between metallicity (in seven common strong line diagnostics), luminosity, and color (in 10 filter pairs and four methods of photometry). We show that these relations allow photometric metallicity estimates, based on luminosity and a single optical color, that are ~50% more precise than those made based on luminosity alone; galaxy metallicity can be estimated to within ~0.05-0.1 dex of the spectroscopically derived value depending on the diagnostic used. Including color information in photometric metallicity estimates also reduces systematic biases for populations skewed toward high or low SFR environments, as we illustrate using the host galaxy of the supernova SN 2010ay. This new tool will lend more statistical power to studies of galaxy populations, such as supernova and gamma-ray burst host environments, in ongoing and future wide-field imaging surveys.</description><source format="bibcode">2013ApJ...775..125S</source><referenceURL>https://cdsarc.cds.unistra.fr/viz-bin/cat/J/ApJ/775/125</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>related-to</relationshipType><relatedResource ivo-id="ivo://CDS.VizieR/J/ApJ/765/140">J/ApJ/765/140 : Stacked spectra of SDSS star forming galaxies (Andrews+, 2013)</relatedResource><relatedResource ivo-id="ivo://CDS.VizieR/J/ApJ/758/133">J/ApJ/758/133 : Metallicity profile of M31 HII regions and PNe (Sanders+, 2012)</relatedResource><relatedResource ivo-id="ivo://CDS.VizieR/J/ApJ/743/149">J/ApJ/743/149 : Color-metallicity relations. II. M87 GCs (Yoon+, 2011)</relatedResource><relatedResource ivo-id="ivo://CDS.VizieR/J/ApJ/673/999">J/ApJ/673/999 : Supernova and host galaxies metallicities (Prieto+, 2008)</relatedResource><relatedResource ivo-id="ivo://CDS.VizieR/J/MNRAS/385/1270">J/MNRAS/385/1270 : Age-metallicity relation via photometry (Li+, 2008)</relatedResource><relatedResource>http://www.mpa-garching.mpg.de/SDSS : MPA/JHU SDSS studies home page</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/775/125</accessURL><mirrorURL title="VizieR at IUCAA: Pune, India">https://vizier.iucaa.in/viz-bin/VizieR-2?-source=J/ApJ/775/125</mirrorURL><mirrorURL title="VizieR at SAAO: SAAO, South Africa">http://vizieridia.saao.ac.za/viz-bin/VizieR-2?-source=J/ApJ/775/125</mirrorURL></interface></capability><capability><interface xsi:type="vs:ParamHTTP"><accessURL use="base">https://vizier.cds.unistra.fr/viz-bin/votable?-source=J/ApJ/775/125</accessURL><mirrorURL title="VizieR at IUCAA: Pune, India">https://vizier.iucaa.in/viz-bin/votable?-source=J/ApJ/775/125</mirrorURL><mirrorURL title="VizieR at SAAO: SAAO, South Africa">http://vizieridia.saao.ac.za/viz-bin/votable?-source=J/ApJ/775/125</mirrorURL><queryType>GET</queryType><resultType>text/xml+votable</resultType></interface></capability><capability standardID="ivo://ivoa.net/std/TAP#aux"><interface xsi:type="vs:ParamHTTP" role="std"><accessURL use="base">https://tapvizier.cds.unistra.fr/TAPVizieR/tap</accessURL></interface></capability><coverage><footprint ivo-id="ivo://ivoa.net/std/moc"/><waveband>Optical</waveband></coverage><tableset><schema><name>default</name><table><name>J/ApJ/775/125/table2</name><description>*Parameters of the LZC relations</description><column><name>recno</name><description>Record number assigned by the VizieR team. Should Not be used for identification.</description><ucd>meta.record</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>r_Type</name><description>Model type/description reference (1)</description><ucd>meta.note</ucd><dataType xsi:type="vs:VOTableType" arraysize="4*">char</dataType></column><column><name>Type</name><description>Model type/description</description><ucd>meta.id;stat.fit</ucd><dataType xsi:type="vs:VOTableType" arraysize="12*">char</dataType></column><column><name>Filt</name><description>Photometric band of luminosity (u, g, r or i)</description><ucd>meta.code;instr.filter</ucd><dataType xsi:type="vs:VOTableType" arraysize="1*">char</dataType></column><column><name>Color</name><description>Color relation (SDSS colors)</description><ucd>meta.code;instr.filter</ucd><dataType xsi:type="vs:VOTableType" arraysize="3*">char</dataType></column><column><name>alpha</name><description>Optimal value of color weighting factor {alpha} (minimize the scatter in metallicity) (2)</description><ucd>stat.param</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>p3</name><description>The p_3_ parameter times 10^5^ (2)</description><ucd>stat.param</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>p2</name><description>The p_2_ parameter times 10^3^ (2)</description><ucd>stat.param</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>p1</name><description>The p_1_ parameter times 10^3^ (2)</description><ucd>stat.param</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>p0</name><description>The p_0_ parameter (2)</description><ucd>stat.fit.param</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>sigZ0</name><description>Scatter in Z residual {sigma}_Z,0_ of LZ relation</description><ucd>stat.fit.residual</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>sigZ</name><description>Scatter in Z residual {sigma}_Z_ of LZC relation</description><ucd>stat.fit.residual</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>Ratio</name><description>[[0.68/0.98] Ratio of {sigma}_Z_/{sigma}_Z,0_ (3)</description><ucd>stat.fit.omc</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>mu2</name><description>[-35/-22] The 2nd percentile in the {mu} range</description><unit>mag</unit><ucd>stat.param</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>mu98</name><description>[-24/-17] The 98th percentile in the {mu} range</description><unit>mag</unit><ucd>stat.param</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column></table></schema></tableset></ri:Resource>