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<ri:Resource created="2026-08-18T13:40:26Z" status="active" updated="2026-08-18T12:45:53Z" 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>MiMO: 1232 Gaia DR3 open clusters param. &amp; mass funct.</title><shortName>J/AJ/170/288</shortName><identifier>ivo://CDS.VizieR/J/AJ/170/288</identifier><curation><publisher ivo-id="ivo://CDS">CDS</publisher><creator><name>Li Lu</name></creator><creator><name>Shao Z.</name></creator><creator><name>Li Z.</name></creator><creator><name>Fu X.</name></creator><date role="Updated">2026-08-18T12:45:53Z</date><date role="Created">2026-08-18T13:40:26Z</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>open-star-clusters</subject><subject>photometry</subject><subject>visible-astronomy</subject><subject>astronomical-models</subject><subject>metallicity</subject><subject>proper-motions</subject><subject>trigonometric-parallax</subject><subject>stellar-ages</subject><description>We present a homogeneous catalog of 1232 open clusters with precisely determined ages, metallicities, distances, extinctions, and stellar mass function (MF) slopes, derived from Gaia DR3 data. The parameters are inferred using the Mixture Model for Open clusters (MiMO), a novel Bayesian framework for modeling clusters in the color-magnitude diagram. By explicitly accounting for field-star contamination as a model component, MiMO removes the conventional need for stringent membership preselection, allowing for a more complete inclusion of member stars, and thereby enhancing both precision and robustness. Our results broadly agree with existing catalogs but offer improved precision. For each cluster, we provide the best-fit age, metallicity, distance, extinction, and MF slope, along with their full likelihood chains and photometric membership probabilities for individual stars. We further identify an "MF Prime" subsample of 163 clusters with high- quality data, for which the MF estimates are considered most reliable. The catalog and an open-source implementation of MiMO are made publicly available to the community.</description><source format="bibcode">2025AJ....170..288L</source><referenceURL>https://cdsarc.cds.unistra.fr/viz-bin/cat/J/AJ/170/288</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/ocl">B/ocl : Optically visible open clusters and Candidates (Dias+ 2002-2015)</relatedResource><relatedResource ivo-id="ivo://CDS.VizieR/I/355">I/355 : Gaia DR3 Part 1. 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33120-33122 33124-33125 37086-37087 37108-37109 37153-37155 37158 37163 37166 37174-37175 37177 37179 37199-37201 37205-37207 37209 37211 37221-37223 37249 37252 37273 37276-37277 37279 37286-37287 37289-37290 37292-37293 37295 37308-37310 37340-37341 37343 37360 37362-37363 37367 37461 37489 37492-37493 37495 37497 37499 37575 37581 37583 37588-37590 37605-37607 37609 37611 37631-37633 37635 37637-37639 37649-37651 37696-37697 37699 37712-37714 37716-37718 37748 37750-37751 37759 37772-37773 37775 37792 37794-37795 37824-37826 37828-37829 37836 37841 37843 37849 37851 37862-37863 37873-37875 37901-37903 37908-37910 37912-37914 37916 37918-37919 37924 37926-37927 37940 37942-37946 37948-37949 37952 37970-37971 37986-37987 37992-37993 38024-38026 38030-38031 38060-38061 38063 38068 38070-38071 38076 38106-38107 38113 38115 38121 38123 38136 38199 38205 38242-38243 38248 38406 38408-38409 38412 38418 38432 38441-38443 38445-38447 38458-38459 38548 38550 38556 38558 38564 38566-38567 38580 38583 38589 38591 38603 38606-38607 38636-38638 38965-38967 38971 38977 38987 38992 38995 39020 39022 39032-39033 39035-39036 39038-39039 39057 39059 39065 39108 39111-39112 39137 39139 39208 39210 39212-39213 39220-39222 39224-39225 39229 39231 39272 39274 39280-39281 39283 39292-39293 39301 39303-39306 39312 39326-39330 39333-39335 39366-39367 39369 39371 39384-39386 39390-39391 39396-39397 39399-39400 39402 39404 39407-39408 39410-39411 39413 39418-39419 39508-39510 39516 39518-39519 39521 39523 39617 39620-39621 39633 39636-39637 39681-39683 39689-39694 39708-39709 39731 39754 39756 39760 39762-39763 39765-39767 39770-39771 39788-39790 39792 39794-39798 39809-39811 39840-39841 39843 39852-39853 39855 39876-39877 39879-39880 39882 39896-39897 39900-39901 39904 39906-39907 39909-39912 39914 39916 39919 39927 39929 39931 39936-39938 39940 39944 39946-39947 39953 39956 39962-39963 39976-39977 39984-39985 40001 40004 40064 40079 40090 40097 40099 40101 40108 40110 40112 40171 40184 40186-40187 40190 40448 40450-40451 40456-40458 40462-40463 40480 40489-40491 40499 40502 40505 40532 40534-40535 40540-40542 40545 40564 40566 40576-40577 40579-40580 40582 40585 40587-40588 40590 40601 40603 40609-40612 40616-40618 40620 40623 40625 40627-40628 40630-40631 40633 40674 40679 40685-40687 40690-40691 40702 41118-41119 41140-41142 41199 41209-41211 41213-41215 41231 41235 41239 41244 41246-41247 41251 41257-41259 41281-41285 41287 41293-41295 41345 41356-41357 41368-41369 41371 41381 41383-41384 41386 41392 41394 41416-41417 41443 41455 41460-41462 41464 41466-41467 41470 41519 41530-41531 41541 41543 41549 41560-41561 41564-41566 41580 41582 41594-41595 41597-41599 41603 41609-41611 41620-41621 41623 41629-41630 41652 41654 41656 41658 41668 41670-41672 41675-41678 41681-41684 41686-41687 41692-41694 41704-41705 41707 41712 41714 41720 41722 41728-41730 41736-41737 41739-41740 41742 41760 41762 41774-41775 41786 41789 41791 41795 41797-41798 41805 41807 41816-41818 41820-41821 41837 41840 41842-41843 41846-41847 41849 41852 41856-41858 41864 41876-41878 41880 41885 41892-41893 41920-41922 41927-41928 41933 41935 41938 41944 41946 41986 42020 42022-42023 42034 42079 42088 42090 42101 42103 42109 42111 42116 42118 42126-42129 42139 42153 42155-42157 42159 42161-42166 42169-42174 42177 42186 42195 42197 42201-42203 42206-42207 42212 42214-42217 42225 42227 42233 42239 42243 42245 42247 42280-42282 42284-42285 42287 42296-42297 42300-42301 42316 42318-42319 42324-42326 42328-42329 42331 42334 42340-42341 42351 42353 42356 42358-42359 42361 42370-42371 42376-42378 42383 42394-42395 42398-42400 42402-42403 42437 42439 42442-42443 42445 42447-42450 42452-42453 42455-42456 42473 42476-42477 42496-42497 42511 42513 42521-42523 42526 42533 42544-42545 42548 42565 42581-42583 42588-42589 42760-42761 42763 42772 42776 42805-42807 42813 42833 42835-42836 42838 42841 42843 42856-42857 42868-42869 42875 42878 42961 42964 43012-43013 43015 43024 43027 43030 43036 43052 43054-43055 43057-43059 43062 43064-43065 43068 43076 43130-43131 43136-43138 43140-43141 43205 43207 43213 43215 43224-43225 43279 43286-43287 43289-43291 43300-43301 43303 43312 43316-43317 43330 43360 43431 43442-43443 43446 43452 43454 43796 47247 47260 47262-47263 47273 47275 47617-47619 47636-47638 47644 47646 47660-47662 47664-47666 47744 47746-47748 47776-47778 47784 47786 47849 47851-47852 47854 49091 49094 49100 49102 49121 49124</spatial><footprint ivo-id="ivo://ivoa.net/std/moc">https://cdsarc.cds.unistra.fr/viz-bin/moc/J/AJ/170/288?format=ascii</footprint><waveband>Optical</waveband></coverage><tableset><schema><name>default</name><table><name>J/AJ/170/288/table1</name><description>Fitting selection criteria</description><column><name>Cluster</name><description>Cluster name</description><ucd>meta.id;meta.main</ucd><dataType xsi:type="vs:VOTableType" arraysize="17*">char</dataType><flag>primary</flag></column><column><name>SimbadName</name><description>Simbad column added by the CDS</description><ucd>meta.id</ucd><dataType xsi:type="vs:VOTableType" arraysize="22*">char</dataType><flag>nullable</flag></column><column><name>RAJ2000</name><description>Right Ascension (J2000)</description><unit>deg</unit><ucd>pos.eq.ra;meta.main</ucd></column><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>DEJ2000</name><description>Declination (J2000)</description><unit>deg</unit><ucd>pos.eq.dec;meta.main</ucd></column><column><name>pmRA</name><description>[-36.09/22.87] Mean cluster proper motion in RA</description><unit>mas/yr</unit><ucd>pos.pm;pos.eq.ra</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>pmDE</name><description>[-45.51/23.32] Mean cluster proper motion in DE</description><unit>mas/yr</unit><ucd>pos.pm;pos.eq.dec</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>e_pmRA</name><description>[0.03/1.28] Dispersion (1{sigma}) in pmRA</description><unit>mas/yr</unit><ucd>stat.error;pos.pm;pos.eq.ra</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>e_pmDE</name><description>[0.02/1.31] Dispersion (1{sigma}) in pmDE</description><unit>mas/yr</unit><ucd>stat.error;pos.pm;pos.eq.dec</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>plx</name><description>[0.05/11.6] Mean cluster parallax</description><unit>mas</unit><ucd>pos.parallax.trig;stat.mean</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>e_plx</name><description>[5e-3/0.4] Dispersion (1{sigma}) in plx</description><unit>mas</unit><ucd>stat.error;pos.parallax</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>r50</name><description>[0.01/3.12] Projected half-number radius</description><unit>deg</unit><ucd>phys.angSize</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>Nr50</name><description>[1/6] Multiplicative factor, characteristic radius</description><ucd>arith.factor</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>Npm</name><description>[2/8] Multiplicative factor, proper motion dispersion</description><ucd>arith.factor</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>Nplx</name><description>[1/99] Multiplicative factor, parallax dispersion</description><ucd>arith.factor</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>Nplx-near</name><description>[3/99] Multiplicative factor, upper parallax limit to remove foreground stars</description><ucd>arith.factor</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>Npm-fs</name><description>[8/8] Multiplicative factor, lower proper motion limit used to select the field star sample</description><ucd>arith.factor</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>nStars</name><description>Number of stars in the cluster (link to Table 4)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">int</dataType><flag>nullable</flag></column><column><name>D21</name><description>Display the Dias+2021 (J/MNRAS/504/356) data for this cluster</description><ucd>meta.ref.url</ucd><dataType xsi:type="vs:VOTableType" arraysize="*">char</dataType></column></table><table><name>J/AJ/170/288/table3</name><description>Catalog of inferred parameters</description><column><name>Cluster</name><description>Cluster name</description><ucd>meta.id;meta.main</ucd><dataType xsi:type="vs:VOTableType" arraysize="17*">char</dataType><flag>primary</flag></column><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>logAge</name><description>[6.4/10.15] Best-fit, log Age</description><unit>log(yr)</unit><ucd>time.age;meta.modelled</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>logAge-50</name><description>[6.46/10.04] Median, log Age</description><unit>log(yr)</unit><ucd>time.age;stat.median</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>logAge-16</name><description>[6.32/9.91] 16th percentile, log Age</description><unit>log(yr)</unit><ucd>time.age</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>logAge-84</name><description>[6.51/10.13] 84th percentile, log Age</description><unit>log(yr)</unit><ucd>time.age</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>[Fe/H]</name><description>[-0.66/0.45] Best-fit, metallicity</description><ucd>phys.abund.Fe</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>[Fe/H]-50</name><description>[-0.65/0.45] Median, metallicity</description><ucd>phys.abund.Fe</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>[Fe/H]-16</name><description>[-0.67/0.43] 16th percentile, metallicity</description><ucd>phys.abund.Fe</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>[Fe/H]-84</name><description>[-0.55/0.45] 84th percentile, metallicity</description><ucd>phys.abund.Fe</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>DM</name><description>[5/14.67] Best-fit, distance modulus</description><unit>mag</unit><ucd>phot.mag.distMod</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>DM-50</name><description>[5/14.69] Median, distance modulus</description><unit>mag</unit><ucd>phot.mag.distMod</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>DM-16</name><description>[5/14.66] 16th percentile, distance modulus</description><unit>mag</unit><ucd>phot.mag.distMod</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>DM-84</name><description>[5/14.71] 84th percentile, distance modulus</description><unit>mag</unit><ucd>phot.mag.distMod</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>AVmag</name><description>[1e-3/3] Best-fit, V band reddening</description><unit>mag</unit><ucd>phot.mag.reddFree;em.opt.V</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>AVmag-50</name><description>[3e-3/3] Median, V band reddening</description><unit>mag</unit><ucd>phot.mag.reddFree;em.opt.V</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>AVmag-16</name><description>[2e-3/2.99] 16th percentile, V band reddening</description><unit>mag</unit><ucd>phot.mag.reddFree;em.opt.V</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>AVmag-84</name><description>[9e-3/3] 84th percentile, V band reddening</description><unit>mag</unit><ucd>phot.mag.reddFree;em.opt.V</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>alpha</name><description>[-4.97/1.9] Best-fit, mass function slope</description><ucd>phys.mass</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>alpha-50</name><description>[-4.83/1.33] Median, mass function slope</description><ucd>phys.mass</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>alpha-16</name><description>[-4.95/0.77] 16th percentile, mass function slope</description><ucd>phys.mass</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>alpha-84</name><description>[-4.62/1.76] 84th percentile, mass function slope</description><ucd>phys.mass</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>avgPrior</name><description>[-0.56/0.37] Mean, spectroscopic metallicity prior</description><ucd>stat.param</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>sigPrior</name><description>[0/0.32] Standard Deviation, spectroscopic metallicity prior</description><ucd>stat.param</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>MFsamp</name><description>[0/1] 1=Member of MF Prime sample of high-quality clusters (1)</description><ucd>meta.code.member</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>nStars</name><description>Number of stars in the cluster (link to Table 4)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">int</dataType><flag>nullable</flag></column><column><name>D21</name><description>Display the Dias+2021 (J/MNRAS/504/356) data for this cluster</description><ucd>meta.ref.url</ucd><dataType xsi:type="vs:VOTableType" arraysize="*">char</dataType></column></table><table><name>J/AJ/170/288/table4</name><description>Photometric membership probabilities for individual stars in each open cluster</description><column><name>Cluster</name><description>Cluster name</description><ucd>meta.id.parent</ucd><dataType xsi:type="vs:VOTableType" arraysize="17*">char</dataType><flag>primary</flag></column><column><name>SimbadName</name><description>Simbad column added by the CDS</description><ucd>meta.id</ucd><dataType xsi:type="vs:VOTableType" arraysize="28*">char</dataType><flag>nullable</flag></column><column><name>GaiaDR3</name><description>Gaia DR3 source_id</description><ucd>meta.id;meta.main</ucd></column><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>RAJ2000</name><description>Right ascension (J2000)</description><unit>deg</unit><ucd>pos.eq.ra;meta.main</ucd><flag>indexed</flag></column><column><name>DEJ2000</name><description>Declination (J2000)</description><unit>deg</unit><ucd>pos.eq.dec;meta.main</ucd><flag>indexed</flag></column><column><name>Pmemb</name><description>[0/1] Membership probability</description><ucd>stat.probability</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column></table></schema></tableset></ri:Resource>