<?xml version='1.0'?><?xml-stylesheet href='/static/xsl/oai.xsl' type='text/xsl'?><ri:Resource created="2017-11-18T01:02:03Z" status="active" updated="2024-02-06T08:59:18Z" version="1.2" xmlns:g-colstat="http://dc.g-vo.org/ColStats-1" 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://dc.g-vo.org/ColStats-1 http://vo.ari.uni-heidelberg.de/docs/schemata/Colstats.xsd http://www.ivoa.net/xml/RegistryInterface/v1.0 http://vo.ari.uni-heidelberg.de/docs/schemata/RegistryInterface.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:CatalogResource"><title>Photometric redshifts in Stripe 82</title><shortName>cs82morphoz.main</shortName><identifier>ivo://org.gavo.dc/cs82morphoz/q/main</identifier><curation><publisher>The GAVO DC team</publisher><creator><name>Soo, John Y H</name></creator><creator><name>Moraes, Bruno</name></creator><creator><name>Joachimi, Benjamin</name></creator><creator><name>Hartley, William</name></creator><creator><name>Lahav, Ofer</name></creator><creator><name>Charbonnier, Aldée</name></creator><creator><name>Makler, Martín</name></creator><creator><name>Pereira, Maria E S</name></creator><creator><name>Comparat, Johan</name></creator><creator><name>Erben, Thomas</name></creator><creator><name>Leauthaud, Alexie</name></creator><creator><name>Shan, Huanyuan</name></creator><creator><name>Van Waerbeke, Ludovic</name></creator><date role="Updated">2021-12-16T08:56:56Z</date><contact><name>GAVO Data Centre Team</name><address>Mönchhofstrasse 12-14, D-69120 Heidelberg</address><email>gavo@ari.uni-heidelberg.de</email><telephone>+49 6221 54 1837</telephone></contact></curation><content><subject>redshift-surveys</subject><subject>broad-band-photometry</subject><subject>galaxy-distances</subject><subject>galaxy-structure</subject><description> This is a catalogue of photometric redshifts of galaxies in the
Stripe 82 obtained when morphology (galaxy size, ellipticity, Sérsic
index, and surface brightness) are included in training on galaxy
samples from the SDSS and the CFHT Stripe-82 Survey (CS82). Our
redshifts yield a 68th percentile error of 0.058(1 + z), and a outlier
fraction of 5.2 per cent.</description><source format="bibcode">2018MNRAS.475.3613S</source><referenceURL>https://dc.g-vo.org/tableinfo/cs82morphoz.main</referenceURL></content><coverage><waveband>Optical</waveband></coverage><tableset><schema><name>cs82morphoz</name><title>Photometric redshifts in Stripe 82</title><description> This is a catalogue of photometric redshifts of galaxies in the
Stripe 82 obtained when morphology (galaxy size, ellipticity, Sérsic
index, and surface brightness) are included in training on galaxy
samples from the SDSS and the CFHT Stripe-82 Survey (CS82). Our
redshifts yield a 68th percentile error of 0.058(1 + z), and a outlier
fraction of 5.2 per cent.</description><table><name>cs82morphoz.main</name><description> This is a catalogue of photometric redshifts of galaxies in the
Stripe 82 obtained when morphology (galaxy size, ellipticity, Sérsic
index, and surface brightness) are included in training on galaxy
samples from the SDSS and the CFHT Stripe-82 Survey (CS82). Our
redshifts yield a 68th percentile error of 0.058(1 + z), and a outlier
fraction of 5.2 per cent.</description><nrows>5800000</nrows><column><name>objid_cs82</name><description>Identifier built as im_num*1000000+se_id</description><ucd>meta.id;meta.main</ucd><stats><min>567</min><percentile03>5056558.67</percentile03><median>88027318.0</median><percentile97>168034150.98</percentile97><max>172227842</max><fillFactor>1.0</fillFactor></stats><dataType xsi:type="vs:VOTableType">int</dataType><flag>indexed</flag><flag>primary</flag></column><column><name>ra</name><description>ICRS Right Ascension</description><unit>deg</unit><ucd>pos.eq.ra;meta.main</ucd><stats><min>0.000206762</min><percentile03>2.57972</percentile03><median>40.4515</median><percentile97>357.004</percentile97><max>360</max><fillFactor>1</fillFactor></stats><dataType xsi:type="vs:VOTableType">double</dataType><flag>indexed</flag><flag>nullable</flag></column><column><name>dec</name><description>ICRS Declination</description><unit>deg</unit><ucd>pos.eq.dec;meta.main</ucd><stats><min>-1.28482</min><percentile03>-0.961096</percentile03><median>-0.0549716</median><percentile97>0.876188</percentile97><max>1.22825</max><fillFactor>1</fillFactor></stats><dataType xsi:type="vs:VOTableType">double</dataType><flag>indexed</flag><flag>nullable</flag></column><column><name>flags</name><description>Source extraction quality flag (ranges from 0 to 3, with 0 being the best)</description><ucd>meta.code</ucd><stats><min>0</min><percentile03>0.0</percentile03><median>0.0</median><percentile97>3.0</percentile97><max>3</max><fillFactor>1.0</fillFactor></stats><dataType xsi:type="vs:VOTableType">short</dataType></column><column><name>weight</name><description>lensFit shape measurement confidence. weight&gt;0 indicates good shape measurement</description><ucd>stat.weight</ucd><stats><min>0</min><percentile03>0</percentile03><median>7.70345</median><percentile97>15.5384</percentile97><max>15.563</max><fillFactor>1</fillFactor></stats><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>fitclass</name><description>lensFit star-galaxy classifier: 1=stars; 0=galaxies; -1=no usable data; -2=blended objects; -3=miscellaneous reasons; -4=chi-square exceeded critical value</description><ucd>meta.code;src.class</ucd><stats><min>-4</min><percentile03>-2.0</percentile03><median>0.0</median><percentile97>0.0</percentile97><max>1</max><fillFactor>1.0</fillFactor></stats><dataType xsi:type="vs:VOTableType">short</dataType></column><column><name>mag_auto</name><description>CS82 Kron i-band magnitude</description><unit>mag</unit><ucd>phot.mag;em.opt.i</ucd><stats><min>15.4011</min><percentile03>19.7037</percentile03><median>22.7578</median><percentile97>23.943</percentile97><max>24.2</max><fillFactor>1</fillFactor></stats><dataType xsi:type="vs:VOTableType">float</dataType><flag>indexed</flag><flag>nullable</flag></column><column><name>magerr_auto</name><description>CS82 Kron i-band magnitude error. Signal-to-noise ratio is 1.086/MAGERR_AUTO</description><unit>mag</unit><ucd>stat.error;phot.mag;em.opt.i</ucd><stats><min>0.000221016</min><percentile03>0.00530101</percentile03><median>0.0528583</median><percentile97>0.1047</percentile97><max>0.1086</max><fillFactor>1</fillFactor></stats><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>mag_exp</name><description>CS82 exponential fit i-band magnitude</description><unit>mag</unit><ucd>phot.mag;em.opt.i</ucd><stats><min>14.2282</min><percentile03>19.7287</percentile03><median>22.6813</median><percentile97>23.8287</percentile97><max>24.4223</max><fillFactor>1</fillFactor></stats><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>mag_psf</name><description>CS82 PSF i-band magnitude</description><unit>mag</unit><ucd>phot.mag;em.opt.i</ucd><stats><min>16.8552</min><percentile03>20.6623</percentile03><median>23.329</median><percentile97>24.3878</percentile97><max>24.8</max><fillFactor>1</fillFactor></stats><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>reff_exp</name><description>Exponential fit effective radius</description><unit>arcsec</unit><ucd>phys.angsize;src</ucd><stats><min>0.130008</min><percentile03>0.214683</percentile03><median>0.516023</median><percentile97>1.52012</percentile97><max>8.98491</max><fillFactor>1</fillFactor></stats><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>aspect_exp</name><description>Exponential fit axis-ratio</description><ucd>src.morph.param</ucd><stats><min>0.0360028</min><percentile03>0.135507</percentile03><median>0.554726</median><percentile97>0.940295</percentile97><max>0.999996</max><fillFactor>1</fillFactor></stats><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>mu_mean_exp</name><description>Exponential fit mean surface brightness</description><unit>mag/arcsec**2</unit><ucd>phot.mag.sb;em.opt.i</ucd><stats><min>17.2031</min><percentile03>20.0992</percentile03><median>22.284</median><percentile97>24.2268</percentile97><max>25.2</max><fillFactor>1</fillFactor></stats><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>p_exp</name><description>Exponential shape probability: ~1 -&gt; disc galaxy; ~0 -&gt; elliptical galaxy</description><ucd>stat.fit.goodness</ucd><stats><min>0.182279</min><percentile03>0.477952</percentile03><median>0.500772</median><percentile97>0.541439</percentile97><max>0.819476</max><fillFactor>1</fillFactor></stats><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>n_ser</name><description>Sersic index</description><ucd>stat.fit.param</ucd><stats><min>0.3</min><percentile03>0.352051</percentile03><median>2.25424</median><percentile97>8.8367</percentile97><max>10</max><fillFactor>1</fillFactor></stats><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>spread_model_ser</name><description>Sersic spread model, the star-galaxy separator we used for this study. All objects in this catalogue have SPREAD_MODEL_SER&gt;0.008, which are considered extended objects (galaxies).</description><ucd>stat.fit.param</ucd><stats><min>0.00800001</min><percentile03>0.00881929</percentile03><median>0.0183386</median><percentile97>0.0331712</percentile97><max>14695.8</max><fillFactor>1</fillFactor></stats><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>lens</name><description>Lensing tag. Objects with lens=1 are objects from the lensing subsample (fitclass=0, weight&gt;0)</description><ucd>meta.code</ucd><stats><min>0</min><percentile03>0.0</percentile03><median>1.0</median><percentile97>1.0</percentile97><max>1</max><fillFactor>1.0</fillFactor></stats><dataType xsi:type="vs:VOTableType">short</dataType></column><column><name>objid_sdss</name><description>SDSS object ID for objects with matched ugriz broadband magnitudes (if available)</description><ucd>meta.id.cross</ucd><stats><min>-9223372036854775808</min><percentile03>-9.223372036854776e+18</percentile03><median>8.647474692489348e+18</median><percentile97>8.647475121987258e+18</percentile97><max>8647475122525965321</max><fillFactor>1.0</fillFactor></stats><dataType xsi:type="vs:VOTableType">long</dataType><flag>nullable</flag></column><column><name>mag_dered_u</name><description>SDSS dereddened u-band magnitude</description><unit>mag</unit><ucd>phot.mag;em.opt.U</ucd><stats><min>17.2633</min><percentile03>21.856</percentile03><median>24.1626</median><percentile97>29.3014</percentile97><max>31.5996</max><fillFactor>0.822648</fillFactor></stats><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>mag_dered_g</name><description>SDSS dereddened g-band magnitude</description><unit>mag</unit><ucd>phot.mag;em.opt.V</ucd><stats><min>16.5093</min><percentile03>20.8188</percentile03><median>23.6653</median><percentile97>25.6277</percentile97><max>29.3997</max><fillFactor>0.822648</fillFactor></stats><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>mag_dered_r</name><description>SDSS dereddened r-band magnitude</description><unit>mag</unit><ucd>phot.mag;em.opt.R</ucd><stats><min>16.0001</min><percentile03>19.8582</percentile03><median>22.9842</median><percentile97>24.2261</percentile97><max>24.5</max><fillFactor>0.822648</fillFactor></stats><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>mag_dered_i</name><description>SDSS dereddened i-band magnitude</description><unit>mag</unit><ucd>phot.mag;em.opt.I</ucd><stats><min>15.4559</min><percentile03>19.4016</percentile03><median>22.4762</median><percentile97>23.8647</percentile97><max>25.1996</max><fillFactor>0.822648</fillFactor></stats><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>mag_dered_z</name><description>SDSS dereddened z-band magnitude</description><unit>mag</unit><ucd>phot.mag;em.opt.I</ucd><stats><min>14.8516</min><percentile03>19.0847</percentile03><median>22.101</median><percentile97>24.4441</percentile97><max>28.7982</max><fillFactor>0.822648</fillFactor></stats><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>zspec</name><description>Spectroscopic redshift from source given in source_spec</description><ucd>src.redshift</ucd><stats><min>-9e-05</min><percentile03>0.0508956</percentile03><median>0.358225</median><percentile97>1.09073</percentile97><max>7.01124</max><fillFactor>0.0111949</fillFactor></stats><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>zphot</name><description>Photometric redshift estimated using inputs ugriz+morphology</description><ucd>src.redshift</ucd><stats><min>0.0216262</min><percentile03>0.238285</percentile03><median>0.808047</median><percentile97>1.19687</percentile97><max>1.81291</max><fillFactor>0.822648</fillFactor></stats><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>zmorph</name><description>Photometric redshift estimated using inputs i+morphology</description><ucd>src.redshift</ucd><stats><min>0.0184269</min><percentile03>0.366535</percentile03><median>0.90816</median><percentile97>1.15057</percentile97><max>3.40282e+38</max><fillFactor>1</fillFactor></stats><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>zbest</name><description>Best redshift for this object, in order of priority: zspec, zphot, zmorph</description><ucd>src.redshift</ucd><stats><min>0.00454004</min><percentile03>0.252779</percentile03><median>0.84741</median><percentile97>1.20982</percentile97><max>3.40282e+38</max><fillFactor>1</fillFactor></stats><dataType xsi:type="vs:VOTableType">float</dataType><flag>indexed</flag><flag>nullable</flag></column><column><name>odds_phot</name><description>Odds value for zphot</description><ucd>stat.fit.goodness</ucd><stats><min>0.0401394</min><percentile03>0.362811</percentile03><median>0.664166</median><percentile97>0.920724</percentile97><max>1</max><fillFactor>0.822648</fillFactor></stats><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>odds_morph</name><description>Odds value for zmorph</description><ucd>stat.fit.goodness</ucd><stats><min>0.0204616</min><percentile03>0.258522</percentile03><median>0.457818</median><percentile97>0.667866</percentile97><max>1</max><fillFactor>0.999999</fillFactor></stats><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>odds_best</name><description>Odds value for zbest (=1 if zspec is used)</description><ucd>stat.fit.goodness</ucd><stats><min>0.0204616</min><percentile03>0.321529</percentile03><median>0.623354</median><percentile97>0.923788</percentile97><max>1</max><fillFactor>1</fillFactor></stats><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>source_spec</name><description>Source of spectroscopy: SDSS, BOSS, DEEP2, WIGGLEZ or VVDS</description><ucd>meta.bib</ucd><dataType arraysize="*" xsi:type="vs:VOTableType">char</dataType><flag>nullable</flag></column><column><name>class_spec</name><description>Class of object based on spectral fit: GALAXY or QSO</description><ucd>meta.code.class</ucd><dataType arraysize="*" xsi:type="vs:VOTableType">char</dataType><flag>nullable</flag></column></table></schema></tableset></ri:Resource>