J/MNRAS/526/4768ivo://CDS.VizieR/J/MNRAS/526/4768doi:10.26093/cds/vizier.75264768CDSWalmsley M.Heron T.Kruk S.Scaife A.Lintott C.Masters K.L.,Dawson J.M.Dickinson H.Fortson L.Garland I.L.Mantha K.O'Ryan D.,Popp J.Simmons B.Baeten E.M.Macmillan C.2024-11-06T20:35:00Z2023-10-20T18:30:16ZCDS support team

CDS, Observatoire de Strasbourg, 11 rue de l'Universite, F-67000 Strasbourg, France

cds-question@unistra.frgalaxiesgalaxy-classification-systemsvisible-astronomyWe present detailed morphology measurements for 8.67 million galaxies in the DESI Legacy Imaging Surveys (DECaLS, MzLS, and BASS, plus DES). These are automated measurements made by deep learning models trained on Galaxy Zoo volunteer votes. Our models typically predict the fraction of volunteers selecting each answer to within 5-10 per cent for every answer to every GZ question. The models are trained on newly collected votes for DESI-LS DR8 images as well as historical votes from GZ DECaLS. We also release the newly collected votes. Extending our morphology measurements outside of the previously released DECaLS/SDSS intersection increases our sky coverage by a factor of 4 (5000.19000deg^2^) and allows for full overlap with complementary surveys including ALFALFA and MaNGA.2023MNRAS.526.4768Whttps://cdsarc.cds.unistra.fr/viz-bin/cat/J/MNRAS/526/4768CatalogResearchIsServedByTAP VizieR generic serviceIsServedByConesearch servicerelated-toVII/292 : DESI Legacy Imaging Surveys DR8 (Duncan, 2022)www.github.com/mwalmsley/zoobot : Models Home Pagehttps://cds.unistra.fr/vizier-org/licences_vizier.htmlhttps://vizier.cds.unistra.fr/viz-bin/VizieR-2?-source=J/MNRAS/526/4768https://vizier.iucaa.in/viz-bin/VizieR-2?-source=J/MNRAS/526/4768http://vizieridia.saao.ac.za/viz-bin/VizieR-2?-source=J/MNRAS/526/4768https://vizier.cds.unistra.fr/viz-bin/votable?-source=J/MNRAS/526/4768https://vizier.iucaa.in/viz-bin/votable?-source=J/MNRAS/526/4768http://vizieridia.saao.ac.za/viz-bin/votable?-source=J/MNRAS/526/4768GETtext/xml+votablehttps://tapvizier.cds.unistra.fr/TAPVizieR/tapCone search capability for table J/MNRAS/526/4768/catalog (Catalog of detailed morphology measurements)https://vizier.cds.unistra.fr/viz-bin/conesearch/J/MNRAS/526/4768/catalog?https://vizier.iucaa.in/viz-bin/conesearch/J/MNRAS/526/4768/catalog?http://vizieridia.saao.ac.za/viz-bin/conesearch/J/MNRAS/526/4768/catalog?GETtext/xml+votable180.050000true32.08493111-44.311421940.0055555555555555561/4-5 8-10 17 27 34-35 2/25 28-29 44-46 73-78 101-103 105-107 123 126 131 133-135 179-180 3/8 10-11 32 97 99 105 108-109 111 120-121 124-125 188 190 192-193 196-197 208-209 234-235 238-239 250 260-261 269-271 289-291 316 322 328 341 343 354-355 360 399 403 419 491 508 510-511 519 523 529-531 639 703 711 724 728 765 767 4/0 2 8 10-11 36 38-39 56 132-134 136-138 140 384-385 387 393 395 417 419 425 428-429 440-441 443 488-490 492-493 504-506 508 756-758 764 776 780-781 792-793 796-797 840-841 930-931 934-935 946-947 950-951 994-995 1004 1006-1007 1024-1025 1028-1029 1031 1052-1053 1055 1071 1075 1155 1268-1270 1272-1274 1280 1282-1283 1294 1316 1318 1320-1322 1361 1369 1397 1399 1405 1410-1411 1414-1415 1432 1434 1444-1445 1448 1450 1591 1595 1607 1611 1671 1675 1876-1877 1879 1947 1950 1957-1959 1961-1963 1999 2038-2039 2075 2087 2091 2114-2115 2440 2442 2464 2466 2472 2474 2551 2555 2811 2839 2843 2900-2902 2904-2906 2916-2918 2920-2922 2964-2966 3038-3039 3059 3065 3067 5/4 6 12 14 36 38-39 56 58-59 148 150-151 232 234-235 479 540-542 556-558 576 578 640-642 648 882 1544-1545 1547 1665 1667 1673 1675 1709 1720-1721 1724-1725 1768-1769 1771 1964-1966 1976-1977 1980-1981 2028-2029 2036-2038 2040-2041 3036-3038 3060 3062 3064-3066 3108-3110 3113 3176-3177 3180-3181 3192-3193 3196-3198 3376-3378 3380 3392-3394 3396 3714 3992 3994-3995 4022 4072 4074-4075 4078 4104 4108-4109 4120-4121 4123 4196-4197 4217-4219 4277-4279 4281-4283 4293-4295 4297-4299 4615 4617-4619 5084-5086 5100-5102 5104-5106 5108 5112 5124 5126-5127 5146 5168 5170-5171 5180 5182 5268 5270 5276 5292 5296 5452-5453 5455 5485 5584-5585 5587 5593 5628-5629 5631-5632 5634-5635 5651 5654 5704 5706-5707 5796-5798 5804 5806 5824 5973 6359 6363 6375 6378-6379 6423 6425-6427 6437-6439 6441-6443 6677-6679 6681-6683 6695 6699 7493 7513 7515 7541 7743 7783 7785-7787 7806-7807 7822-7823 7841-7843 7976 7978-7979 7981-7983 7992 7994-7995 8042 8144 8146-8147 8285-8287 8295 8299 8343 8347 8359 8363 8451 8453-8455 9737-9740 9772 9860 9862 9902 10199 10203 10215 11230 11237-11239 11241 11243 11351 11355 11367 11371 11415 11420-11421 11423 11445 11447 11453 11455 11612-11614 11628 11632-11634 11676-11678 11692-11694 11696 11712-11714 11840-11841 11844-11845 11847 11868-11870 11889 12032-12034 12040 12149-12151 12231 6/20-21 52 54 60 62 148 150-151 202-203 230 250-251 598-599 776 808 810-811 814 932 934-935 946 952 1885 1887 1909 1911 2005 2007 2045 2047 2172-2174 2236-2238 2256-2258 2272-2274 2276 2280 2308-2310 2316 2318 2336-2338 2572-2574 2576-2578 2596 2600 3413 3522-3523 6185 6187 6273 6276-6277 6279 6284-6285 6287 6309 6311 6317 6319 6659 6665-6667 6688-6689 6691 6697 6699 6789 6791 6797 6799 6833 6835 6908-6909 7080-7081 7083 7868-7870 7913 7929 7932-7933 8120-8121 8124-8125 8156 8168 8176 12156 12158 12244 12246 12268 12272 12444-12445 12448-12449 12464-12465 12517 12528-12529 12531-12534 12781-12783 12796 12798 13125 13136-13137 13140 13472-13473 13476-13477 13488 13493 13516 13524 13536-13537 13580 13582 13588 13592 13600-13602 13608 14862-14863 14874-14875 14878-14879 14922 15114-15115 15130-15131 15134-15135 15178-15179 15182-15183 15194-15195 15198-15199 15882-15883 15886-15887 15896 15898-15899 15902-15903 15946 15974 15994 16080 16082-16083 16092 16094-16095 16266 16294-16295 16306-16307 16316 16420-16422 16424 16440-16441 16444-16445 16488-16489 16491 16596-16597 16768-16769 16772-16773 16831 16864-16865 16867 17023 17101-17103 17106-17107 17121-17123 17167 17171 17187 18447 18453-18455 18457-18459 18465 18467 20348-20350 20412-20414 20428-20430 20440 20452 20500 20502 20576 20578-20579 20676 20678 20698 21076 21078 21084 21086 21108 21110 21112-21114 21172-21174 21176-21178 21188-21190 21192-21194 21765-21767 21773 21775 21817-21819 21895 21901 21903 21925 21936-21937 21939 21948-21949 22369 22371 22380-22381 22383 22469 22471 22477 22532-22534 22554-22555 22558-22559 22597-22599 22602-22603 22608 22610 22620 22622-22623 22930 22936 22938 22960 22962 22968 22970 23136-23137 23140 23144 23146 23152 23196-23198 23220 23222 23228 23230-23232 23234 23300 23302 23304 23306 23901 23903 25087 25343 25429-25431 25433-25435 25445-25447 25449-25451 25493-25495 25497-25499 25509-25511 25663 25678-25679 25687 25690-25691 25697-25699 25743 25747 25763 26685 26687 26703 26707 26723 26772-26773 26775 26779 26791 26795 29968-29969 29971 29981 29983 30049 30148-30149 30160-30161 30966-30967 30970-30971 31118-31119 31130-31131 31138-31139 31178 31216 31218-31219 31221-31223 31279 31283 31285-31287 31307 31310-31311 31360 31362-31363 31882-31883 31910-31911 31921-31923 31962-31963 31972 31974-31975 32160 32162-32163 32172 32174-32175 32186 32582-32583 32602-32603 32606-32607 33130-33131 33133-33135 33138-33139 33173-33175 33177 33179 33190-33191 33193 33195 33365-33367 33369-33371 33381 33383 33385-33387 33430-33431 33433-33435 33445-33447 33449 33451 33802-33803 33809-33811 38925-38927 38936 38938 38945-38947 38968 38970 39056 39058 39064 39066-39067 39096-39098 39472-39474 39480 39482 39568 39570 39576 39600 39602-39603 40791 40794-40795 40805-40807 40809 40811 40853-40855 40857 40859 40871 40877 40879 44862-44863 44906-44907 44910-44911 44924 44926 44941-44943 44945-44947 44961 44963 44969 44971 45397-45399 45401-45403 45413 45415 45417 45419 45461-45463 45466-45467 45477 45479 45481-45483 45654-45655 45657-45659 45671 45688-45689 45691 45777 45809 45811 46460-46462 46516 46520 46540 46544-46545 46716 46780-46781 46788-46789 46792 46794 46800 46816 46860-46861 46880 47188-47189 47191 47368-47369 47371-47374 47384-47385 47413 47415 47484 47568-47570 48140-48142 48144-48146 48511 48565 48567 48573 48589 48591 48595 48919 48923 48935 48941 48943 49029-49031 49036-49037 49039 49061 49063 49069 49071https://cdsarc.cds.unistra.fr/viz-bin/moc/J/MNRAS/526/4768?format=asciiOpticaldefaultJ/MNRAS/526/4768/catalogCatalog of detailed morphology measurementsRIB? "Is this galaxy is in-between roundness" fraction (how-rounded_in-between_fraction)meta.numberfloatnullableRCS? "Is this galaxy has cigar-shaped" fraction (how-rounded_cigar-shaped_fraction)meta.numberfloatnullableSWT? "Is this galaxy has spiral winding tight" fraction (spiral-winding_tight_fraction)meta.numberfloatnullableSWM? "Is this galaxy has spiral winding medium" fraction (spiral-winding_medium_fraction)meta.numberfloatnullableSWL? "Is this galaxy has spiral winding loose" fraction (spiral-winding_loose_fraction)meta.numberfloatnullableSAC1? "Is this galaxy has 1 spiral arm" fraction (spiral-arm-count_1_fraction)meta.numberfloatnullableSAC2? "Is this galaxy has 2 spiral-arms" fraction (spiral-arm-count_2_fraction)meta.numberfloatnullableSAC3? "Is this galaxy has 3 spiral-arms" fraction (spiral-arm-count_3_fraction)meta.numberfloatnullableSAC4? "Is this galaxy has 4 spiral-arms" fraction (spiral-arm-count_4_fraction)meta.numberfloatnullableSAC4+? "Is this galaxy has more than 4 spiral arms" fraction (spiral-arm-count_more-than-4_fraction)meta.numberfloatnullableSACCT? "Is this galaxy has spiral arms count cant tell" fraction (spiral-arm-count_cant-tell_fraction)meta.numberfloatnullableMNo? "Is this galaxy has merging (none)" fraction (merging_none_fraction)meta.numberfloatnullableMMiD? "Is this galaxy has merging minor disturbance" fraction (merging_minor-disturbance_fraction)meta.numberfloatnullableMMaD? Is this galaxy has merging major disturbance" fraction (merging_major-disturbance_fraction)meta.numberfloatnullableMM? "Is this galaxy has merging merger" fraction (merging_merger_fraction)meta.numberfloatnullableVersionGZ DESI release (catalog_version)time.releasecharDR[DR8] Legacy survey data release (legacy_survey_data_release)meta.softwarecharrecnoRecord number assigned by the VizieR team. Should Not be used for identification.meta.recordintEOBB? "Is this galaxy has edge on bulge boxy" fraction (edge-on-bulge_boxy_fraction)meta.numberfloatnullabledr8IdPrimary key brickid_objid (dr8_id)meta.id;meta.maincharRAJ2000Right ascension (J2000) (ra)degpos.eq.ra;meta.mainindexedDEJ2000Declination (J2000) (dec)degmeta.numberindexedbrickidDESI-LS DR8 brickid in Tractor catalog (brickid)meta.idintobjidDESI-LS DR8 objid in Tractor catalog (objid)meta.idintSFSM? "Is this galaxy smooth or featured" fraction (smooth-or-featured_smooth_fraction)meta.numberfloatnullableSFFDF? "Is this galaxy smooth or disk featured" fraction (smooth-or-featured_featured-or-disk_fraction)meta.numberfloatnullableSFAF? "Is this galaxy smooth or featured artifact" fraction (smooth-or-featured_artifact_fraction)meta.numberfloatnullableDEOYes? "Is this galaxy has disk edge on (yes)" fraction (disk-edge-on_yes_fraction)meta.numbernullableDEONo? "Is this galaxy has disk edge on (no)" fraction (disk-edge-on_no_fraction)meta.numbernullableSAYes? "Is this galaxy has spiral arms (yes)" fraction (has-spiral-arms_yes_fraction)meta.numberfloatnullableSANo? "Is this galaxy has spiral arms (no)" fraction (has-spiral-arms_no_fraction)meta.numberfloatnullableBS? "Is this galaxy has bar strong" fraction (bar_strong_fraction)meta.numberfloatnullableBW? "Is this galaxy has bar weak" fraction (bar_weak_fraction)meta.numberfloatnullableBNo? "Is this galaxy has bar (no)" fraction (bar_no_fraction)meta.numberfloatnullableBSD? "Is this galaxy has bulge size dominant" fraction (bulge-size_dominant_fraction)meta.numberfloatnullableBSL? "Is this galaxy has bulge size large" fraction (bulge-size_large_fraction)meta.numberfloatnullableBSM? "Is this galaxy has bulge size moderate" fraction (bulge-size_moderate_fraction)meta.numberfloatnullableBSS? "Is this galaxy has bulge size small" fraction (bulge-size_small_fraction)meta.numberfloatnullableBSNo? "Is this galaxy has bulge size (none)" fraction (bulge-size_none_fraction)meta.numberfloatnullableRR? "Is this galaxy completely round" fraction (how-rounded_round_fraction)meta.numberfloatnullableEOBNo? "Is this galaxy has edge on bulge (none)" fraction (edge-on-bulge_none_fraction)meta.numberfloatnullableEOBR? "Is this galaxy has edge on bulge rounded" fraction (edge-on-bulge_rounded_fraction)meta.numberfloatnullable