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<ri:Resource created="2026-07-16T10:42:10Z" status="active" updated="2026-07-16T09:48:19Z" 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>ComPACT galaxy cluster catalogue</title><shortName>J/A+A/711/A144</shortName><identifier>ivo://CDS.VizieR/J/A+A/711/A144</identifier><curation><publisher ivo-id="ivo://CDS">CDS</publisher><creator><name>Voskresenskaia S.</name></creator><creator><name>Lyskova N.</name></creator><creator><name>Zaznobin I.</name></creator><creator><name>Meshcheryakov A.</name></creator><date role="Updated">2026-07-16T09:48:19Z</date><date role="Created">2026-07-16T10:42:10Z</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>galaxy-clusters</subject><subject>millimeter-astronomy</subject><subject>submillimeter-astronomy</subject><subject>photometry</subject><subject>redshifted</subject><description>Machine-learning methods are increasingly applied to astronomical surveys, providing powerful tools for detecting and studying galaxy clusters. We investigate the mass-redshift properties and completeness of the ComPACT galaxy cluster catalogue, constructed using a convolutional neural network applied to publicly available combined ACT+Planck maps. The ComPACT catalogue contains 2962 SZ-selected galaxy cluster candidates. We confirm clusters by estimating redshifts using literature information and photometric techniques based on DESI Legacy Imaging Surveys data. Cluster masses are derived from ACT+Planck and Planck Compton-y maps via SZ scaling relations. The completeness is assessed using simulated cluster injections into real microwave maps. We confirm approximately ~60% of the ComPACT candidates as galaxy clusters. The redshifts span the range 0.007&lt;z&lt;1.7, including approximately 116 new measurements. Masses are obtained for 56% of the sample, covering the range (0.25-13.1)x10^14^M_{sun}_ and including 158 new mass determinations. We identify five previously unreported massive clusters (M_500c_&gt;6x10^14~M_{sun}_) at z&gt;0.7, increasing the known population of such systems by approximately 10%. The ComPACT catalogue expands the SZ-selected Planck-like cluster population, especially at high redshift and high mass, demonstrating the effectiveness of deep-learning approaches for cluster detection in microwave data.</description><source format="bibcode">2026A&amp;A...711A.144V</source><referenceURL>https://cdsarc.cds.unistra.fr/viz-bin/cat/J/A+A/711/A144</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/J/MNRAS/531/1998">J/MNRAS/531/1998 : ComPACT, ACT+Planck galaxy cluster 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48444 48454 48464 48476 48489 48496 48531 48533 48537 48550 48554 48583 48594 48598 48605-48606 48621 48639 48645 48652 48682 48684 48688 48692-48693 48716 48735 48748 48781 48790 48827 48836 48838 48842 48871 48874 48896 48904 48945 48954 48963 48966 48968 48970 48974 48977 48982 48985 49008 49012 49025 49047 49067 49098 49110-49111 49135 49140 49145</spatial><footprint ivo-id="ivo://ivoa.net/std/moc">https://cdsarc.cds.unistra.fr/viz-bin/moc/J/A+A/711/A144?format=ascii</footprint><waveband>Millimeter</waveband></coverage><tableset><schema><name>default</name><table><name>J/A+A/711/A144/compact</name><description>ComPACT catalogue (table A1)</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>Name</name><description>Cluster name, ComPACT_GLLL.lll+BB.bbb</description><ucd>meta.id;meta.main</ucd><dataType xsi:type="vs:VOTableType" arraysize="23*">char</dataType></column><column><name>RAJ2000</name><description>Right Ascension (J2000)</description><unit>deg</unit><ucd>pos.eq.ra;meta.main</ucd></column><column><name>DEJ2000</name><description>Declination (J2000)</description><unit>deg</unit><ucd>pos.eq.dec;meta.main</ucd></column><column><name>pmax</name><description>[0/1] SZ detection probability</description><ucd>stat.fit.goodness</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>S</name><description>Object mask area in pixels</description><unit>pix</unit><ucd>phys.area</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>Priority</name><description>[1/3] Reliability flag, 1=high, 2=medium, 3=low (1)</description><ucd>meta.code</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>z</name><description>? Adopted cluster redshift</description><ucd>src.redshift</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>zType</name><description>Redshift type, spec=spectroscopic, phot=photometric</description><ucd>meta.code</ucd><dataType xsi:type="vs:VOTableType" arraysize="4*">char</dataType></column><column><name>r_zCl</name><description>Source of redshift, reference ID (see Table 1) (4)</description><ucd>meta.ref;pos.frame</ucd><dataType xsi:type="vs:VOTableType" arraysize="18*">char</dataType></column><column><name>zCl</name><description>? Redshift from zCluster algorithm (2)</description><ucd>src.redshift</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>e_zCl</name><description>? Uncertainty on zCluster</description><ucd>stat.error</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>zClDelta</name><description>? zCluster density contrast statistic</description><ucd>stat.fit.param</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>zZazn</name><description>? Redshift from Zaznobin algorithm (3)</description><ucd>src.redshift;pos.heliocentric</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>e_zZazn</name><description>? Uncertainty on zZazn</description><ucd>stat.error</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>zZaznSig1</name><description>? Zaznobin first significance value (p1)</description><ucd>stat.fit.goodness</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>zZaznSig2</name><description>? Zaznobin second significance value (p2)</description><ucd>stat.fit.goodness</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>M500</name><description>? Cluster mass M500</description><unit>1e+14solMass</unit><ucd>phys.mass</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>e_M500</name><description>? Lower uncertainty on M500</description><unit>1e+14solMass</unit><ucd>stat.error</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>E_M500</name><description>? Upper uncertainty on M500</description><unit>1e+14solMass</unit><ucd>stat.error;stat.max</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>r_M500</name><description>Source of mass estimate, reference ID (see Table 1) (4)</description><ucd>meta.ref;pos.frame</ucd><dataType xsi:type="vs:VOTableType" arraysize="9*">char</dataType></column><column><name>Mact</name><description>? Mass from ACT+Planck Y-M relation</description><unit>1e+14solMass</unit><ucd>phys.mass</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>e_Mact</name><description>? Lower uncertainty on Mact</description><unit>1e+14solMass</unit><ucd>stat.error</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>E_Mact</name><description>? Upper uncertainty on Mact</description><unit>1e+14solMass</unit><ucd>stat.error;stat.max</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>Mplanck</name><description>? Mass from Planck-only Y-M relation</description><unit>1e+14solMass</unit><ucd>phys.mass</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>e_Mplanck</name><description>? Lower uncertainty on Mplanck</description><unit>1e+14solMass</unit><ucd>stat.error</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>E_Mplanck</name><description>? Upper uncertainty on Mplanck</description><unit>1e+14solMass</unit><ucd>stat.error;stat.max</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column></table></schema></tableset></ri:Resource>