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<ri:Resource created="2024-10-14T11:08:35Z" status="active" updated="2025-09-11T20:17:51Z" 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>Galaxy Zoo DR1&amp;2, DR5 and DeepL version</title><shortName>J/MNRAS/509/3966</shortName><identifier>ivo://CDS.VizieR/J/MNRAS/509/3966</identifier><altIdentifier>doi:10.26093/cds/vizier.75093966</altIdentifier><curation><publisher ivo-id="ivo://CDS">CDS</publisher><creator><name>Walmsley M.</name></creator><creator><name>Lintott C.</name></creator><creator><name>Geron T.</name></creator><creator><name>Kruk S.</name></creator><creator><name>Krawczyk C.</name></creator><creator><name>Willett K.W.,Bamford S.</name></creator><creator><name>Kelvin L.S.</name></creator><creator><name>Fortson L.</name></creator><creator><name>Gal Y.</name></creator><creator><name>Keel W.</name></creator><creator><name>Masters K.L.,Mehta V.</name></creator><creator><name>Simmons B.D.</name></creator><creator><name>Smethurst R.</name></creator><creator><name>Smith L.</name></creator><creator><name>Baeten E.M.</name></creator><creator><name>Macmillan C.</name></creator><date role="Updated">2025-09-11T20:17:51Z</date><date role="Created">2024-10-14T11:08:35Z</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>galaxy-classification-systems</subject><subject>astrometry</subject><subject>redshifted</subject><subject>photometry</subject><subject>visible-astronomy</subject><subject>extinction</subject><subject>galaxy-radii</subject><description>We present Galaxy Zoo DECaLS: detailed visual morphological classifications for Dark Energy Camera Legacy Survey images of galaxies within the SDSS DR8 footprint. Deeper DECaLS images (r = 23.6 versus r = 22.2 from SDSS) reveal spiral arms, weak bars, and tidal features not previously visible in SDSS imaging. To best exploit the greater depth of DECaLS images, volunteers select from a new set of answers designed to improve our sensitivity to mergers and bars. Galaxy Zoo volunteers provide 7.5 million individual classifications over 314000 galaxies. 140000 galaxies receive at least 30 classifications, sufficient to accurately measure detailed morphology like bars, and the remainder receive approximately 5. All classifications are used to train an ensemble of Bayesian convolutional neural networks (a state-of-the-art deep learning method) to predict posteriors for the detailed morphology of all 314000 galaxies. We use active learning to focus our volunteer effort on the galaxies which, if labelled, would be most informative for training our ensemble. When measured against confident volunteer classifications, the trained networks are approximately 99 per cent accurate on every question. Morphology is a fundamental feature of every galaxy; our human and machine classifications are an accurate and detailed resource for understanding how galaxies evolve.</description><source format="bibcode">2022MNRAS.509.3966W</source><referenceURL>https://cdsarc.cds.unistra.fr/viz-bin/cat/J/MNRAS/509/3966</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/410/166">J/MNRAS/410/166 : Morphological types from Galaxy Zoo 1 (Lintott+, 2011)</relatedResource><relatedResource ivo-id="ivo://CDS.VizieR/J/MNRAS/435/2835">J/MNRAS/435/2835 : Morphological types from Galaxy Zoo 2 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Fraction of volunteers who responded "Boxy" to the "edge-on-bulge shape" question (edge-on-bulge_boxy_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>EOBNo</name><description>? Fraction of volunteers who responded "No bulge" to the "edge-on-bulge shape" question (edge-on-bulge_none_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>NbSOB</name><description>Total number of volunteers who answered the "sign of bar feature" question (bar_total-votes)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>BYo</name><description>? Fraction of volunteers who responded "Yes bar" to the "sign of bar feature" question (bar_yes_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>BNo</name><description>? Fraction of volunteers who responded "No bar" to the "sign of bar feature" question (bar_no_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>NbHSA</name><description>Total number of volunteers who answered the "Has spiral arms" question (has-spiral arms_total-votes)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>HSAyes</name><description>? Fraction of volunteers who responded "yes" to the "Has spiral arms" question (has-spiral arms_yes_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>HSAno</name><description>? Fraction of volunteers who responded "no" to the "Has spiral arms" question (has-spiral arms_no_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>NbSW</name><description>Total number of volunteers who answered the "How tightly wound spiral arms appear" question (spiral-winding_total-votes)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>SWT</name><description>? Fraction of volunteers who responded "Tight" to the "How tightly" question (spiral-winding_tight_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>SWM</name><description>? Fraction of volunteers who responded "Medium" to the "How tightly" question (spiral-winding_medium_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>SWL</name><description>? Fraction of volunteers who responded "Loose" to the "How tightly" question (spiral-winding_loose_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>NbSA</name><description>Total number of volunteers who answered the "How many spiral arms" question (spiral-arm-count_total-votes)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>SAC1</name><description>? Total number of volunteers who responded "1 arm" to the "How many spiral arms" question (spiral-arm-count_1_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>SAC2</name><description>? Total number of volunteers who responded "2 arms" to the "How many spiral arms" question (spiral-arm-count_2_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>SAC3</name><description>? Total number of volunteers who responded "3 arms" to the "How many spiral arms" question (spiral-arm-count_3_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>SAC4</name><description>? Total number of volunteers who responded "4 arms" to the "How many spiral arms" question (spiral-arm-count_4_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>SAC4+</name><description>? Total number of volunteers who responded "More than 4 arms" to the "How many spiral arms" question (spiral-arm-count _more-than-4_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>NbBulge</name><description>Total number of volunteers who answered the "bulge size" question (bulge-size_total-votes)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>BSNo</name><description>? Fraction of volunteers who responded "No bulge" to the "bulge size" question (bulge-size_none_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>BSO</name><description>? Fraction of volunteers who responded "Obvious" to the "bulge size" question (bulge-size_obvious_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>BSD</name><description>? Fraction of volunteers who responded "bulge size dominant" to the "bulge size" question (bulge-size_dominant_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>NbM</name><description>? Total number of volunteers who answered the "Galaxy merging or tidal debris" question (merging_total-votes)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">int</dataType><flag>nullable</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>IAUname</name><description>IAU name JHHMMSS.ss+DDMMSS.s (iauname)</description><ucd>meta.id;meta.main</ucd><dataType xsi:type="vs:VOTableType" arraysize="19*">char</dataType></column><column><name>RAJ2000</name><description>Right Ascension (ra) (J2000)</description><unit>deg</unit><ucd>pos.eq.ra;meta.main</ucd><flag>indexed</flag></column><column><name>DEJ2000</name><description>Declination (dec) (J2000)</description><unit>deg</unit><ucd>pos.eq.dec;meta.main</ucd><flag>indexed</flag></column><column><name>rMag</name><description>? Absolute magnitude from elliptical Petrosian fluxes in rest-frame in SDSS r band (ABmag systems) (elpetro_absmag_r)</description><unit>mag</unit><ucd>phys.magAbs</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>MTD</name><description>? Total number of volunteers who responded "Tidal debris" to the "Galaxy merging or disturbed" question (merging_tidal-debris _fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>MBO</name><description>? Total number of volunteers who responded "Both" to the "Galaxy merging or tidal debris" question (merging_both_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>Mno</name><description>? Total number of volunteers who responded "Neither" to the "Galaxy merging or disturbed" question (merging_neither_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>Ar</name><description>Galactic extinction corrected (ABmag systems) flux in SDSS r band (sersic_nmgy_r)</description><unit>mag</unit><ucd>phys.absorption.gal</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>Pth50</name><description>Azimuthally-averaged SDSS-style 50 per cent Petrosian light radius r-band (petro_th50)</description><unit>arcsec</unit><ucd>phys.angSize;src</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>Pth90</name><description>Azimuthally-averaged SDSS-style 90 per cent Petrosian light radius r-band (petro_th90)</description><unit>arcsec</unit><ucd>phys.angSize;src</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>Pth100</name><description>Azimuthally-averaged SDSS-style Petrosian light radius r-band (petro_theta)</description><unit>arcsec</unit><ucd>phys.angSize;src</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>Class</name><description>Classification group only pre-active ones (upload_group)</description><ucd>src.class</ucd><dataType xsi:type="vs:VOTableType" arraysize="10*">char</dataType></column><column><name>MM</name><description>? Total number of volunteers who responded "Merging galaxy" to the "Galaxy merging or tidal debris" question (merging_merger_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>WSS</name><description>? Mean distance from center of all pixels above double the 20th percentile (wrong_size_statistic)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>WSW</name><description>[False True] True if WSS &gt; 161.0 our suggested starting cut to the mean distance of all pixels from center (wrong_size_warning)</description><ucd>meta.code</ucd><dataType xsi:type="vs:VOTableType" arraysize="5*">char</dataType></column><column><name>z</name><description>Heliocentric redshift (redshift)</description><ucd>src.redshift</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column></table><table><name>J/MNRAS/509/3966/gzdv5</name><description>*Volunteer classifications for GZ DECaLS DR5</description><column><name>z</name><description>Heliocentric redshift (redshift)</description><ucd>src.redshift</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>SAC2</name><description>? Total number of volunteers who responded "2 arms" to the "How many spiral arms" question (spiral-arm-count_2_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>SAC3</name><description>? Total number of volunteers who responded "3 arms" to the "How many spiral arms" question (spiral-arm-count_3_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>SAC4</name><description>? Total number of volunteers who responded "4 arms" to the "How many spiral arms" question (spiral-arm-count_4_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>NbM</name><description>? Total number of volunteers who answered the "Galaxy merging or disturbed" question (merging_total-votes)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">int</dataType><flag>nullable</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>IAUname</name><description>IAU name JHHMMSS.ss+DDMMSS.s (iauname)</description><ucd>meta.id;meta.main</ucd><dataType xsi:type="vs:VOTableType" arraysize="19*">char</dataType></column><column><name>RAJ2000</name><description>Right Ascension (ra) (J2000)</description><unit>deg</unit><ucd>pos.eq.ra;meta.main</ucd><flag>indexed</flag></column><column><name>DEJ2000</name><description>Declination (dec) (J2000)</description><unit>deg</unit><ucd>pos.eq.dec;meta.main</ucd><flag>indexed</flag></column><column><name>rMag</name><description>? Absolute magnitude from elliptical Petrosian fluxes in rest-frame in SDSS r band (ABmag systems) (elpetro_absmag_r)</description><unit>mag</unit><ucd>phys.magAbs</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>Ar</name><description>Galactic extinction corrected (ABmag systems) flux in SDSS r band (sersic_nmgy_r)</description><unit>mag</unit><ucd>phys.absorption.gal</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>Pth50</name><description>Azimuthally-averaged SDSS-style 50 per cent Petrosian light radius r-band (petro_th50)</description><unit>arcsec</unit><ucd>phys.angSize;src</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>Pth90</name><description>Azimuthally-averaged SDSS-style 90 per cent Petrosian light radius r-band (petro_th90)</description><unit>arcsec</unit><ucd>phys.angSize;src</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>Pth100</name><description>Azimuthally-averaged SDSS-style Petrosian light radius r-band (petro_theta)</description><unit>arcsec</unit><ucd>phys.angSize;src</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>Class</name><description>Classification groups (upload_group) (1)</description><ucd>src.class</ucd><dataType xsi:type="vs:VOTableType" arraysize="15*">char</dataType></column><column><name>Active</name><description>[False True] The active priority galaxies flag (active_learning_on)</description><ucd>meta.code</ucd><dataType xsi:type="vs:VOTableType" arraysize="5*">char</dataType></column><column><name>DR1-2</name><description>[False True] Flag indicate if the galaxy is present in volunteers DR1&amp;2 data (in_gzd_ab)</description><ucd>meta.code</ucd><dataType xsi:type="vs:VOTableType" arraysize="5*">char</dataType></column><column><name>Pngloc</name><description>Image file location in the DR5 (png_loc)</description><ucd>meta.id;meta.file</ucd><dataType xsi:type="vs:VOTableType" arraysize="32*">char</dataType></column><column><name>NbSOF</name><description>Total number of volunteers who answered the Smooth of Featured question (smooth-or-featured_total-votes)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>Smooth</name><description>? Fraction of volunteers who responded "Smooth" to the "Smooth or Featured" question (smooth-or-featured_smooth_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>Featured</name><description>? Fraction of volunteers who responded "Featured or Disk" to the "Smooth or Featured" question (smooth-or-featured featured-or-disk_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>Artifact</name><description>? Fraction of volunteers who responded "Artifact or Star" to the "Smooth or Featured" question (smooth-or-featured artifact_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>NbDEO</name><description>Total number of volunteers who answered the "Disk viewed edge-on" question (disk-edge-ontotal-votes)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>DEOyes</name><description>? Fraction of volunteers who responded "yes" to the "Disk viewed edge-on" question (disk-edge-on_yes_fraction)</description><ucd>meta.number</ucd><flag>nullable</flag></column><column><name>DEOno</name><description>? Fraction of volunteers who responded "no" to the "Disk viewed edge-on" question (disk-edge-on_no_fraction)</description><ucd>meta.number</ucd><flag>nullable</flag></column><column><name>NbHSA</name><description>Total number of volunteers who answered the "Has spiral arms" question (has-spiral arms_total-votes)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>HSAyes</name><description>? Fraction of volunteers who responded "yes" to the "Has spiral arms" question (has-spiral arms_yes_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>HSAno</name><description>? Fraction of volunteers who responded "no" to the "Has spiral arms" question (has-spiral arms_no_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>NbSOB</name><description>Total number of volunteers who answered the "sign of bar feature" question (bar_total-votes)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>BS</name><description>? Fraction of volunteers who responded "strong bar" to the "sign of bar feature" question (bar_strong_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>BW</name><description>? Fraction of volunteers who responded "weak bar" to the "sign of bar feature" question (bar_weak_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>BNo</name><description>? Fraction of volunteers who responded "No bar" to the "sign of bar feature" question (bar_no_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>NbBulge</name><description>Total number of volunteers who answered the "bulge size" question (bulge-size_total-votes)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>BSD</name><description>? Fraction of volunteers who responded "bulge size dominant" to the "bulge size" question (bulge-size_dominant_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>BSL</name><description>? Fraction of volunteers who responded "bulge size large" to the "bulge size" question (bulge-size_large_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>BSM</name><description>? Fraction of volunteers who responded "bulge size moderate" to the "bulge size" question (bulge-size_moderate_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>BSS</name><description>? Fraction of volunteers who responded "bulge size small" to the "bulge size" question (bulge-size_small_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>BSNo</name><description>? Fraction of volunteers who responded "No bulge" to the "bulge size" question (bulge-size_none_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>NbHR</name><description>Total number of volunteers who answered the "How rounded is it" question (how-rounded_total-votes)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>RR</name><description>? Fraction of volunteers who responded "round" to the "How rounded is it" question (how-rounded_round_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>RIB</name><description>? Fraction of volunteers who responded "In between" to the "How rounded is it" question (how-rounded_in-between_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>RCS</name><description>? Fraction of volunteers who responded "Cigar shape" to the "How rounded is it" question (how-rounded_cigar-shaped_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>NbEOB</name><description>Total number of volunteers who answered the "edge-on-bulge shape" question (edge-on-bulge_total-votes)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>EOBB</name><description>? Fraction of volunteers who responded "Boxy" to the "edge-on-bulge shape" question (edge-on-bulge_boxy_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>EOBNo</name><description>? Fraction of volunteers who responded "No bulge" to the "edge-on-bulge shape" question (edge-on-bulge_none_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>EOBR</name><description>? Fraction of volunteers who responded "Rounded" to the "edge-on-bulge shape" question (edge-on-bulge_rounded_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>NbSW</name><description>Total number of volunteers who answered the "How tightly wound spiral arms appear" question (spiral-winding_total-votes)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>SWT</name><description>? Fraction of volunteers who responded "Tight" to the "How tightly" question (spiral-winding_tight_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>SWM</name><description>? Fraction of volunteers who responded "Medium" to the "How tightly" question (spiral-winding_medium_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>SWL</name><description>? Fraction of volunteers who responded "Loose" to the "How tightly" question (spiral-winding_loose_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>NbSA</name><description>Total number of volunteers who answered the "How many spiral arms" question (spiral-arm-count_total-votes)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>SAC1</name><description>? Total number of volunteers who responded "1 arm" to the "How many spiral arms" question (spiral-arm-count_1_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>SAC4+</name><description>? Total number of volunteers who responded "More than 4 arms" to the "How many spiral arms" question (spiral-arm-count_more-than-4_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>SACCT</name><description>? Total number of volunteers who responded "Can't tell" to the "How many spiral arms" question (spiral-arm-count_cant-tell_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>Mno</name><description>? Total number of volunteers who responded "None" to the "Galaxy merging or disturbed" question (merging_none_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>MMiD</name><description>? Total number of volunteers who responded "Minor disturbance" to the "Galaxy merging or disturbed" question (merging_minor-disturbance_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>MMaD</name><description>? Total number of volunteers who responded "Major disturbance" to the "Galaxy merging or disturbed" question (merging_major-disturbance_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>MM</name><description>? Total number of volunteers who responded "Merging galaxy" to the "Galaxy merging or disturbed" question (merging_merger_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>WSS</name><description>? Mean distance from center of all pixels above double the 20th percentile (wrong_size_statistic)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>WSW</name><description>[False True] True if WSS &gt; 161.0 our suggested starting cut to the mean distance of all pixels from center (wrong_size_warning)</description><ucd>meta.code</ucd><dataType xsi:type="vs:VOTableType" arraysize="5*">char</dataType></column></table><table><name>J/MNRAS/509/3966/gzdauto</name><description>*Automated classifications for GZ DECaLS DR1, DR2 and DR5 galaxies</description><column><name>DEOyes</name><description>? Fraction of volunteers who responded "yes" to the "Disk viewed edge-on" question (disk-edge-on_yes_fraction)</description><ucd>meta.number</ucd><flag>nullable</flag></column><column><name>SAC4</name><description>? Total number of volunteers who responded "4 arms" to the "How many spiral arms" question (spiral-arm-count_4_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>Mno</name><description>? Total number of volunteers who responded "None" to the "Galaxy merging or disturbed" question (merging_none_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>RR</name><description>? Fraction of volunteers who responded "round" to the "How rounded is it" question (how-rounded_round_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</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>RAJ2000</name><description>Right Ascension (ra) (J2000)</description><unit>deg</unit><ucd>pos.eq.ra;meta.main</ucd><flag>indexed</flag></column><column><name>DEJ2000</name><description>Declination (dec) (J2000)</description><unit>deg</unit><ucd>pos.eq.dec;meta.main</ucd><flag>indexed</flag></column><column><name>IAUname</name><description>Unique identifier listed in NSA v1.0.1 (iauname)</description><ucd>meta.id;meta.main</ucd><dataType xsi:type="vs:VOTableType" arraysize="19*">char</dataType></column><column><name>Pth100</name><description>Azimuthally-averaged SDSS-style Petrosian light radius r-band (petro_theta)</description><unit>arcsec</unit><ucd>phys.angSize;src</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>Pth50</name><description>Azimuthally-averaged SDSS-style 50 per cent Petrosian light radius r-band (petro_th50)</description><unit>arcsec</unit><ucd>phys.angSize;src</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>Pth90</name><description>Azimuthally-averaged SDSS-style 90 per cent Petrosian light radius r-band (petro_th90)</description><unit>arcsec</unit><ucd>phys.angSize;src</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>rMag</name><description>? Absolute magnitude from elliptical Petrosian fluxes in rest-frame in SDSS r band (ABmag systems) (elpetro_absmag_r)</description><unit>mag</unit><ucd>phys.magAbs</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>Ar</name><description>Galactic extinction corrected (ABmag systems) flux in SDSS r band (sersic_nmgy_r)</description><unit>mag</unit><ucd>phys.absorption.gal</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>rmag</name><description>? Magnitude from 22.5-2.5*log(A_r_) (mag_r)</description><ucd>phot.mag;arith.diff</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>Smooth</name><description>? Fraction of volunteers who responded "Smooth" to the "Smooth or Featured" question (smooth-or-featured_smooth_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>Featured</name><description>? Fraction of volunteers who responded "Featured or Disk" to the "Smooth or Featured" question (smooth-or-featured_featured-or -disk_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>Artifact</name><description>? Fraction of volunteers who responded "Artifact or Star" to the "Smooth or Featured" question (smooth-or-featured artifact_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>DEOno</name><description>? Fraction of volunteers who responded "no" to the "Disk viewed edge-on" question (disk-edge-on_no_fraction)</description><ucd>meta.number</ucd><flag>nullable</flag></column><column><name>HSAyes</name><description>? Fraction of volunteers who responded "yes" to the "Has spiral arms" question (has-spiral arms_yes_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>HSAno</name><description>? Fraction of volunteers who responded "no" to the "Has spiral arms" question (has-spiral arms_no_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>BS</name><description>? Fraction of volunteers who responded "strong bar" to the "sign of bar feature" question (bar_strong_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>BW</name><description>? Fraction of volunteers who responded "weak bar" to the "sign of bar feature" question (bar_weak_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>BNo</name><description>? Fraction of volunteers who responded "No bar" to the "sign of bar feature" question (bar_no_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>BSD</name><description>? Fraction of volunteers who responded "bulge size dominant" to the "bulge size" question (bulge-size_dominant_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>BSL</name><description>? Fraction of volunteers who responded "bulge size large" to the "bulge size" question (bulge-size_large_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>BSM</name><description>? Fraction of volunteers who responded "bulge size moderate" to the "bulge size" question (bulge-size_moderate_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>BSS</name><description>? Fraction of volunteers who responded "bulge size small" to the "bulge size" question (bulge-size_small_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>BSNo</name><description>? Fraction of volunteers who responded "No bulge" to the "bulge size" question (bulge-size_none_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>RIB</name><description>? Fraction of volunteers who responded "In between" to the "How rounded is it" question (how-rounded_in-between_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>RCS</name><description>? Fraction of volunteers who responded "Cigar shape" to the "How rounded is it" question (how-rounded_cigar-shaped_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>EOBB</name><description>? Fraction of volunteers who responded "Boxy" to the "edge-on-bulge shape" question (edge-on-bulge_boxy_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>EOBNo</name><description>? Fraction of volunteers who responded "No bulge" to the "edge-on-bulge shape" question (edge-on-bulge_none_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>EOBR</name><description>? Fraction of volunteers who responded "Rounded" to the "edge-on-bulge shape" question (edge-on-bulge_rounded_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>SWT</name><description>? Fraction of volunteers who responded "Tight" to the "How tightly" question (spiral-winding_tight_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>SWM</name><description>? Fraction of volunteers who responded "Medium" to the "How tightly" question (spiral-winding_medium_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>SWL</name><description>? Fraction of volunteers who responded "Loose" to the "How tightly" question (spiral-winding_loose_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>SAC1</name><description>? Total number of volunteers who responded "1 arm" to the "How many spiral arms" question (spiral-arm-count_1_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>SAC2</name><description>? Total number of volunteers who responded "2 arms" to the "How many spiral arms" question (spiral-arm-count_2_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>SAC3</name><description>? Total number of volunteers who responded "3 arms" to the "How many spiral arms" question (spiral-arm-count_3_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>SAC4+</name><description>? Total number of volunteers who responded "More than 4 arms" to the "How many spiral arms" question (spiral-arm-count_more-than-4_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>SACCT</name><description>? Total number of volunteers who responded "Can't tell" to the "How many spiral arms" question (spiral-arm-count_cant-tell_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>MMiD</name><description>? Total number of volunteers who responded "Minor disturbance" to the "Galaxy merging or disturbed" question (merging_minor-disturbance_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>MMaD</name><description>? Total number of volunteers who responded "Major disturbance" to the "Galaxy merging or disturbed" question (merging_major-disturbance_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>MM</name><description>? Total number of volunteers who responded "Merging galaxy" to the "Galaxy merging or disturbed" question (merging_merger_fraction)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>SmoothP</name><description>Estimated proportion of volunteers asked for the "Smooth or Featured" question (smooth-or- featured_proportion_volunteers_asked) (1)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>DEOP</name><description>Estimated proportion of volunteers asked for the "Disk viewed edge-on" question (disk-edge -on_proportion_volunteers_asked) (1)</description><ucd>meta.number</ucd></column><column><name>HSAP</name><description>Estimated proportion of volunteers asked for the "Has spiral arms" question (has-spiral- arms_proportion_volunteers_asked) (1)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>SOBP</name><description>Estimated proportion of volunteers asked for the "sign of bar feature" question (bar_proportion_volunteers_asked) (1)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>BulgeP</name><description>Estimated proportion of volunteers asked for the "bulge size" question (bulge -size_proportion_volunteers_asked) (1)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>HRP</name><description>Estimated proportion of volunteers asked for the "How rounded is it" question (how -rounded_proportion_volunteers_asked) (1)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>EOBP</name><description>Estimated proportion of volunteers asked for the "edge-on-bulge shape" question (edge -on-bulge_proportion_volunteers_asked) (1)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>SWP</name><description>Estimated proportion of volunteers asked for the "How tightly wound spiral arms appear" question (spiral -winding_proportion_volunteers_asked) (1)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>SAP</name><description>Estimated proportion of volunteers asked for the "How many spiral arms" question (spiral -arm-count_proportion_volunteers_asked) (1)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>MP</name><description>Estimated proportion of volunteers asked for the "Galaxy merging or disturbed" question (merging_proportion_volunteers_asked) (1)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>Fileloc</name><description>Image file location in the DR1, DR2 or DR5 (file_loc)</description><ucd>meta.id;meta.file</ucd><dataType xsi:type="vs:VOTableType" arraysize="58*">char</dataType></column><column><name>WSS</name><description>? Mean distance from center of all pixels above double the 20th percentile (wrong_size_statistic)</description><ucd>meta.number</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column><column><name>WSW</name><description>[False True] True if WSS &gt; 161.0 our suggested starting cut to the mean distance of all pixels from center (wrong_size_warning)</description><ucd>meta.code</ucd><dataType xsi:type="vs:VOTableType" arraysize="5*">char</dataType></column><column><name>z</name><description>? Heliocentric redshift (redshift)</description><ucd>src.redshift</ucd><dataType xsi:type="vs:VOTableType">double</dataType><flag>nullable</flag></column></table></schema></tableset></ri:Resource>