Stellar parameters for ~650000 stars with APOGEE J/AJ/163/152 ivo://CDS.VizieR/J/AJ/163/152 doi:10.26093/cds/vizier.51630152 CDS Sprague D. Culhane C. Kounkel M. Olney R. Covey K.R. Hutchinson B.,Lingg R. Stassun K.G. Roman-zuniga C.G. Roman-lopes A. Nidever D.,Beaton R.L. Borissova J. Stutz A. Stringfellow G.S. Ramirez K.P.,Ramirez-preciado V. Hernandez J. Kim J.S. Lane R.R. 2022-06-13T11:38:45Z 2022-05-09T06:48:37Z CDS support team CDS, Observatoire de Strasbourg, 11 rue de l'Universite, F-67000 Strasbourg, France cds-question@unistra.fr variable-stars effective-temperature metallicity stellar-spectral-types infrared-astronomy spectroscopy We train a convolutional neural network, APOGEE Net, to predict Teff, logg, and, for some stars, [Fe/H], based on the APOGEE spectra. This is the first pipeline adapted for these data that is capable of estimating these parameters in a self-consistent manner not only for low-mass stars, (such as main-sequence dwarfs, pre-main-sequence stars, and red giants), but also high-mass stars with Teff in excess of 50000K, including hot dwarfs and blue supergiants. The catalog of ~650000 stars presented in this paper allows for a detailed investigation of the star-forming history of not just the Milky Way, but also of the Magellanic clouds, as different type of objects tracing different parts of these galaxies can be more cleanly selected through their distinct placement in Teff-logg parameter space than in previous APOGEE catalogs produced through different pipelines. 2022AJ....163..152S https://cdsarc.cds.unistra.fr/viz-bin/cat/J/AJ/163/152 Catalog Research IsServedBy TAP VizieR generic service IsServedBy Conesearch service related-to VI/39 : Model Atmospheres (Kurucz, 1979) VI/120 : High-resolution synthetic stellar library (Coelho+, 2005) III/272 : RAVE 4th data release (Kordopatis+, 2013) III/284 : APOGEE-2 data from DR16 (Johnsson+, 2020) V/154 : Sloan Digital Sky Surveys (SDSS), Release 16 (DR16) (Ahumada+, 2020) J/ApJ/804/146 : Atmospheric parameters for nearby B-F stars (David+, 2015) J/ApJ/808/16 : The Cannon a new approach to determine abundances (Ness+, 2015) J/AJ/151/144 : ASPCAP weights for 15 APOGEE chemical elements (Garcia+, 2016) J/A+A/603/A56 : Stellar parameters and assumed wind parameters (Cazorla+, 2017) J/ApJ/855/68 : Massive stars in the SDSS-IV/APOGEE. I. (Roman-Lopes+, 2018) J/ApJ/873/66 : Massive stars SDSS/APOGEE-2. II. W3-W4-W5 (Roman-Lopes+, 2019) J/AJ/159/182 : APOGEE Net, YSO parameters through deep learning (Olney+, 2020) J/ApJ/892/31 : Teff & metallicities of M dwarfs in APOGEE DR14 (Birky+, 2020) J/ApJ/894/5 : APOGEE2-N NIR spectra of B-type stars (Ramirez-Preciado+, 2020) J/ApJS/247/17 : Massive stars in APOGEE2 Survey. III. (Roman-Lopes+, 2020) https://cds.unistra.fr/vizier-org/licences_vizier.html https://vizier.cds.unistra.fr/viz-bin/VizieR-2?-source=J/AJ/163/152 https://vizier.iucaa.in/viz-bin/VizieR-2?-source=J/AJ/163/152 http://vizieridia.saao.ac.za/viz-bin/VizieR-2?-source=J/AJ/163/152 https://vizier.cds.unistra.fr/viz-bin/votable?-source=J/AJ/163/152 https://vizier.iucaa.in/viz-bin/votable?-source=J/AJ/163/152 http://vizieridia.saao.ac.za/viz-bin/votable?-source=J/AJ/163/152 GET text/xml+votable https://tapvizier.cds.unistra.fr/TAPVizieR/tap Cone search capability for table J/AJ/163/152/table1 (Stellar parameters for sources observed by APOGEE) https://vizier.cds.unistra.fr/viz-bin/conesearch/J/AJ/163/152/table1? https://vizier.iucaa.in/viz-bin/conesearch/J/AJ/163/152/table1? http://vizieridia.saao.ac.za/viz-bin/conesearch/J/AJ/163/152/table1? GET text/xml+votable 180.0 50000 true 0.000103 74.285408 0.005555555555555556 3/75 97 102 155 181 250 450 516-517 584 586 4/17 19 22 25 28-29 64-65 68 78-79 81 110 122 146 187 190 227 233 256 267 291 294-297 299 310 312-313 335 345 347 349-351 354 364 366 369 372-373 402-403 412 414-415 457-458 541 543 566 577-580 582-585 589 591 594 600 602 613 615 624 631 637-639 641 643 648-649 651 653 655 659 666 668-669 671 680-681 683-684 687 690-691 693-694 696-697 705-707 712 714 732-733 735 890 900 911 922-923 933-935 944-946 955 957-959 967 1004-1006 1082 1109-1110 1113 1125-1127 1133 1144 1146 1150 1154 1160-1161 1164 1168-1169 1171 1174 1193-1194 1233 1342 1385 1390-1391 1428 1449 1512 1514-1515 1520-1521 1603 1627 1635 1642 1691-1692 1695 1701-1703 1706-1709 1714 1794-1795 1804 1806-1807 1818-1819 1826 1828 1844-1845 1866 1877 1888 2027 2112-2114 2116 2432-2434 2440 2686 2772 3002 5/0 19 33 36 38 41 44 67 73 75 82 84-85 87 92 94-95 108-109 120-121 131 136-138 204-205 209 211 214-215 224 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32981 32983 32994 33000 33002 33160-33161 33164 33176-33177 33224-33225 33227 33240-33242 33244-33245 33284-33285 33287 33302-33306 33314-33315 33324-33326 33328 33330 33408 33415 33424-33426 33436 33438 33445 33457 33459-33460 33852-33854 33880-33882 33892-33893 33924-33926 33928-33929 34099 34112-34113 34144 34199 34205 34248-34249 34721 34723 34729 34732 35329-35332 35334 35340 35549 35551 35714 35720 35722 35759 35770 35882-35883 36326 36341-36343 36439 36445 36447 36469 36515 36521 36530 36536-36538 36579 36610-36611 36614 36620 36622 36640-36641 36649 36651 36679 36689 36692-36693 36697 36702-36704 36711 36717 36719 36721-36723 36732-36734 36736-36737 36739 36752 36757-36759 36765 36767 36780-36781 36783-36784 36786-36788 36790-36794 36796-36797 36799 36805 36813 36816-36817 36834 36836 36840 36842 36855-36856 36874 36878-36879 36888-36889 36896 36898 36900-36902 37001 37003 37016 37018 37025-37029 37043 37052 37054-37055 37098-37099 37136-37137 37144 37146 37191 37196-37197 37202-37203 37208-37209 37245-37247 37289 37291 37311 37332-37333 37335 37341-37343 37354-37355 37361 37444 37446 37452 37478 37572-37574 37604-37606 37612 37614 37623 37629 37633 37636 37647 37653 37658-37659 37669 37671 37680-37682 37696-37697 37718-37719 37724-37726 37800-37801 37819 37822-37823 37836 37838 37843 37846 37849 37852 37856-37857 37874-37875 37893 37895 37924-37926 37934 37968-37969 37972 38020 38048 38056 38058 38076-38077 38110-38112 38114 38123 38126 38282 38304 38468 38470 38520 38522 38529 38531 38543 38554 38565 38567 38576 38578 38596-38597 38603 38625 38628-38629 38817 38819 38828 38972-38974 38984-38986 38999 39005 39007 39056-39058 39076-39078 39084 39086 39091-39092 39094 39097 39099-39100 39170-39171 39176-39178 39185 39187-39190 39249 39252-39253 39271 39277 39279 39282-39283 39288-39290 39367 39373 39375 39378-39379 39384-39386 39410-39411 39517-39519 39540-39541 39552-39554 39629 39631 39688 39690 39712 39838 39843 39846-39847 39849 39851-39854 39857 39859 39879 39881 39883 39890-39891 39896-39898 39900-39901 39905 39908-39909 39915 39918-39919 39927 39933 39935 40137 40139-40140 40142 40161 40164 40247 40253 40255 40290-40291 40494-40495 40510-40511 40521 40523 40545 40548 40554 40557 40559 40568 40570 40596-40597 40610-40611 40622 40625 40627 40633 40640 40645 40655-40656 40666-40667 40670 40674 40677 40679-40680 40692 40694 40696-40697 40716 40737-40740 40742-40743 40798-40799 40817 40819 40825 40828-40829 40897 40927 40941 40943 40949 40951 40956 40958-40959 41166-41167 41185 41187 41325 41327 41346-41347 41350 41352-41353 41356 41423 41434-41435 41445 41456-41458 41482-41483 41504-41506 41560 41562 41589-41591 41596-41597 41605-41607 41633 41635-41636 41638 41641 41643-41644 41653-41655 41660-41661 41671 41677 41688-41689 41696 41698 41721 41723-41724 41726 41760 41762 41766-41768 41772-41773 41809-41811 41814 41816-41817 41820 41849 41851-41852 41854 41937 41940 41971 41977 41980 42019 42025 42028 42058-42059 42062 42071 42080-42081 42084 42101 42126 42145 42147-42150 42157-42159 42170 42206-42207 42228-42229 42244 42246 42261 42270-42272 42280-42282 42292-42293 42302-42305 42314-42315 42336 42346 42349 42353-42355 42358 42364 42366 42378 42385 42387 42393 42395-42398 42400 42420 42422 42433-42435 42438-42441 42444-42445 42448-42450 42456 42467 42470-42471 42473 42475-42478 42485 42493 42495 42500-42501 42507-42508 42510-42512 42529 42532-42533 42574 42588-42589 42592-42593 42611 42614-42615 42617 42619-42622 42638-42639 42647 42653 42657 42660-42661 42696-42697 42705 42707-42708 42710 42713 42715-42716 42718 42815 42837 42839 42865 42867 42873-42875 42885-42887 42892-42893 42898 42903-42904 42907 42909-42911 42929 42931 42938-42939 42948-42950 42960-42961 42964-42965 42967 42974-42975 42992 42994-42995 43005 43007 43014-43015 43017 43019 43032 43034 43045 43056 43064 43066 43089 43092 43126-43127 43140-43141 43168 43170 43176 43219 43228 43230 43249 43282-43283 43529-43532 43534 43536-43537 43828 43830 43833 44316-44317 44319 44380 44382 44393 44396-44397 44400-44402 44404 44408 44598 44711 44717 44719 44722-44723 44726-44727 44732-44734 44774-44775 44780 44782 44847 44867 44890 44924 44980-44981 44983 44986-44987 44990-44991 45054-45055 45329 45332-45333 45376 45759 45802 45891 45894-45895 45897 45900-45901 46182-46183 46188-46189 46194-46195 46200-46201 46261-46263 46306 46338-46339 46342-46343 46348 46612-46613 46615 46617 46619 46656 46719 46805 46807 46841 46843 46890-46891 46975 47006-47007 47021-47023 47028-47029 47031 47046-47047 47050 47058 47064 47066 47072 47125 47127 47168 47170 47616 47618 47624 47656 47658 47739 47742-47744 47746 47755 47777 47780 47793 47795 47801 47804 47828-47830 47846-47847 47976-47977 48010-48011 48014-48015 48022-48023 48026-48027 48053 48055 48060-48062 48065 48067-48068 48070-48073 48076 48089 48091-48092 48094 48104 48106-48107 48109-48111 48127 48209 48212-48213 48389 48400 48439 48445 48478 48482-48483 48488-48490 48497 48499 48507 48586-48587 48596-48597 48599 48605 48607 48612 48614 48629 48744 48810-48811 48824 48925 48981 48983 48985 49005-49007 49013 49016 49018-49019 49055 49091 49112 49124-49126 49128-49130 49143 49147 49149-49151 https://cdsarc.cds.unistra.fr/viz-bin/moc/J/AJ/163/152?format=ascii Infrared default J/AJ/163/152/table1 Stellar parameters for sources observed by APOGEE Ref Reference (3) meta.ref;pos.frame char recno Record number assigned by the VizieR team. Should Not be used for identification. meta.record int ID APOGEE identifier meta.id;meta.main char RAJ2000 Right Ascension in decimal degrees (J2000) deg pos.eq.ra;meta.main indexed DEJ2000 Declination in decimal degrees (J2000) deg pos.eq.dec;meta.main indexed logg [-1.44/5.9]? log surface gravity (1) log(cm.s**-2) phys.gravity float nullable e_logg [0/0.3]? Uncertainty in log(g) (1) log(cm.s**-2) stat.error;phys.gravity float nullable Teff [3.17/4.59]? log effective temperature (1) log(K) phys.temperature.effective float nullable e_Teff [0/0.03]? Uncertainty in logT (1) log(K) stat.error;phys.temperature.effective float nullable [Fe/H] [-2/0.5]? Metallicity (1) log(Sun) phys.abund.Fe float nullable e_[Fe/H] [0.001/0.1]? Uncertainty in [Fe/H] (1) log(Sun) stat.error;phys.abund.Fe float nullable SNR [0/4469] Signal-to-Noise stat.snr float Tefft [3.43/4.65]? log training effective temperature (2) log(K) phys.temperature.effective float nullable loggt [-1.1/5.71]? log training surface gravity (2) log(cm.s**-2) phys.gravity float nullable [Fe/H]t [-3.7/7.69]? Training metallicity (2) log(Sun) phys.abund.Fe float nullable SpType Reference spectral type (3) src.spType char