Abundances of 17000 M dwarfs in SDSS-V J/ApJ/982/13 ivo://CDS.VizieR/J/ApJ/982/13 CDS Behmard A. Ness M.K. Casey A.R. Angus R. Cunha K. Souto D. Lu Y.,Johnson J.A. 2026-08-05T13:30:53Z 2026-08-05T14:28:44Z CDS support team CDS, Observatoire de Strasbourg, 11 rue de l'Universite, F-67000 Strasbourg, France cds-question@unistra.fr dwarf-stars m-stars chemical-abundances The cool temperatures of M dwarf atmospheres enable complex molecular chemistry, making robust characterization of M dwarf compositions a long-standing challenge. Recent modifications to spectral synthesis pipelines have enabled more accurate modeling of M dwarf atmospheres, but these methods are too slow for characterizing more than a handful of stars at a time. Data-driven methods such as The Cannon are viable alternatives, and can harness the information content of many M dwarfs from large spectroscopic surveys. Here, we train The Cannon on M dwarfs with FGK binary companions from the Sloan Digital Sky Survey-V/Milky Way Mapper (SDSS-V/MWM), with spectra from the Apache Point Observatory Galactic Evolution Experiment. The FGK-M pairs are assumed to be chemically homogeneous and span -0.56<[Fe/H]<0.31dex. The resulting model is capable of inferring M dwarf Teff and elemental abundances for Fe, Mg, Al, Si, C, N, O, Ca, Ti, Cr, and Ni with median uncertainties of 13 K and 0.018-0.029 dex, respectively. We test the model by verifying that it reproduces the reported abundance values of M dwarfs in open clusters and benchmark M dwarf data sets, as well as the expected metallicity trends from stellar evolution. We apply the model to 16,590 M dwarfs in SDSS-V/MWM and provide their detailed abundances in our accompanying catalog. 2025ApJ...982...13B https://cdsarc.cds.unistra.fr/viz-bin/cat/J/ApJ/982/13 Catalog Research IsServedBy TAP VizieR generic service IsServedBy Conesearch service related-to I/355 : Gaia DR3 Part 1. Main source (Gaia Collaboration, 2022) V/154 : Sloan Digital Sky Surveys (SDSS), Release 16 (DR16) (Ahumada+, 2020) https://cds.unistra.fr/vizier-org/licences_vizier.html https://vizier.cds.unistra.fr/viz-bin/VizieR-2?-source=J/ApJ/982/13 https://vizier.iucaa.in/viz-bin/VizieR-2?-source=J/ApJ/982/13 http://vizieridia.saao.ac.za/viz-bin/VizieR-2?-source=J/ApJ/982/13 https://vizier.cds.unistra.fr/viz-bin/votable?-source=J/ApJ/982/13 https://vizier.iucaa.in/viz-bin/votable?-source=J/ApJ/982/13 http://vizieridia.saao.ac.za/viz-bin/votable?-source=J/ApJ/982/13 GET text/xml+votable https://tapvizier.cds.unistra.fr/TAPVizieR/tap Cone search capability for table J/ApJ/982/13/table2 (M Dwarf Test Set Properties) https://vizier.cds.unistra.fr/viz-bin/conesearch/J/ApJ/982/13/table2? https://vizier.iucaa.in/viz-bin/conesearch/J/ApJ/982/13/table2? http://vizieridia.saao.ac.za/viz-bin/conesearch/J/ApJ/982/13/table2? 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31397-31399 31403 31405-31408 31410-31411 31416-31418 31422-31423 31447 31453 31455 31470 31487 31489 31492-31493 31501 31509 31511 31520 31522-31523 31545-31547 31554 31561-31563 31570 31579-31580 31582-31583 31588 31600-31601 31603-31604 31606-31607 31616 31619 31624 31626 31644 31649-31651 31656 31658 31660 31662-31663 31669-31670 31681-31682 31694 31699 31705-31706 31714 31716 31720 31730 31732 31744-31745 31753-31754 31756 31758 31763 31771 31773 31784 31802-31805 31807 31812 31819 31827-31828 31833 31836 31842 31848 31851-31852 31860-31861 31864 31866 31873 31884-31885 31887-31888 31895-31896 31898-31899 31902 31904 31906 31911 31913 31915-31916 31918-31919 31921-31923 31926-31929 31940 31942-31943 31947 31953-31954 31958-31959 31962 31964-31966 31970-31972 32001 32004 32008 32010-32011 32013 32015 32017-32019 32021 32032-32033 32035-32036 32046 32052 32064 32071 32073 32075 32081-32086 32089 32092-32094 32113 32116-32117 32129-32130 32136 32138 32148 32204 32221-32222 32257 32272-32274 32276 32292 32294 32298 32394-32395 32397 32409 32415 32422-32424 32426 32428-32429 32434 32437-32438 32441 32445-32447 32454-32455 32458 32460-32461 32466 32472 32480-32481 32486 32488 32491-32493 32511 32682-32683 32702 32744 32746 32773 32784-32785 32803 32806 32812 32851-32853 32855 32861 32863 32873-32876 32878 32887 32893 32939 32946 32957 32959 32961 32964 32994 33000 33025-33028 33032-33033 33035 33046-33048 33051 33053-33054 33056 33058-33060 33062 33064-33066 33070 33073-33076 33078-33080 33084-33085 33088 33096 33104 33110 33112 33118-33119 33124-33125 33127 33129-33130 33132 33134-33135 33137 33139 33142-33144 33146 33149 33151 33164 33169-33171 33173-33174 33180 33220 33222 33224-33225 33227-33229 33232 33234-33235 33240 33244 33297 33336 33338 33415 33420-33421 33423 33432 33435 33438 33792-33793 33798 33802-33805 33809 33816-33817 33819-33820 33825-33828 33830-33834 33836-33838 33840-33841 33843 33845 33847-33848 33851 33853-33854 33858-33861 33864-33865 33867 33872-33873 33876 33881-33882 33888-33889 33892 33920 33922-33924 33926 34099 34248 34724 34726-34727 34732 35329 35331 35336-35337 35549 35720 35722 35759 35770 36439 36445 36447 36519 36525-36526 36536 36611 36651 36653-36655 36702 36717 36719 36721 36725-36727 36730 36733 36737 36739 36741 36743 36768 36774-36775 36780-36781 36783-36784 36786 36791-36793 36796-36797 36802 36808 36816 36834 36840 36842 36861-36863 36878 36881 36884 36886-36887 36896 36900-36901 37001 37003 37016 37018 37028-37029 37035 37037-37038 37049 37051 37098 37133 37135 37137 37291 37294 37372-37373 37378-37379 37383-37385 37387 37389-37394 37398-37399 37425-37429 37433 37444 37446 37448-37450 37472 37474 37478 37482 37486-37487 37505-37506 37512 37515-37516 37519 37521 37523-37525 37527 37533-37535 37540-37542 37544 37547 37552 37566-37567 37569-37572 37574 37577-37580 37583 37600-37602 37696 37794 37835 37843 37846 37849 37852 37884 37886 38071 38465 38510-38511 38554 38597 38604 38820 38822 38912 38915-38916 38919 38922 38928 38937-38938 38942 38944-38946 38948-38950 38952-38953 38955-38957 38959-38960 38962-38964 38966 38974 38977-38979 38984 39041-39042 39045-39046 39049 39051-39052 39056-39058 39072-39074 39078 39084 39086 39094 39416 39424-39425 39466-39467 39631 39640 39642 39852 39862 39891 40253 40296-40297 40545 40559 40581 40596-40597 40683 40685-40686 40738 40820-40821 40949 40957-40959 41188 41482 41504 41655 41688 41811 42028 42159 42228 42240 42354-42355 42361 42390 42439 42445 42476 42478 42501 42532 42588 42619 42705 42710 42713 42716 42846 42858 42863 42878 42893 42910 42929 42931-42932 42934-42935 42939 42941 42943 42946 42948-42949 42952-42953 42955 42959 42965 42967 42994 42996-42997 42999 43007 43014 43017 43053 43055 43132-43133 43192 43194-43195 43289 43531 43824-43825 43827 43833 44305 44307-44308 44310-44311 44316-44317 44319 44364-44365 44367-44368 44384-44385 44387 44393 44396-44397 44400 44402 44730-44731 44771 44774 44776 44779 45040 45042-45045 45047 45050 45054-45055 45332 45802 45894-45895 45897 45900-45901 46188-46189 46194 46200 46268-46269 46271 46306 46314 46339 46342 46344-46346 46348 46621-46623 46656 46847 46891 46975 47023 47029 47032 47034 47047 47050 47052-47053 47055 47125 47168 47618 47658 47780 47825 47828 47869 47970-47971 47976 48010 48014-48015 48023 48029 48031 48033 48035 48037 48042 48055-48056 48065 48068 48096 48099 48111 48122 48209 48212 48445 48482-48483 48488 48509-48510 48587 48597 48605 48608-48609 48611-48612 48614 48627 48631 48633 48636 48886 48973 48975 48983 48989 48991 48996-48997 49005 49015 49058-49059 49064-49065 49078-49081 49093 49102 49104 49108 49123 49128 49131 49136 49141 49147 49149 49151 https://cdsarc.cds.unistra.fr/viz-bin/moc/J/ApJ/982/13?format=ascii default J/ApJ/982/13/table2 M Dwarf Test Set Properties recno Record number assigned by the VizieR team. Should Not be used for identification. meta.record int GaiaDR3 Gaia DR3 identifier (1) meta.id;meta.main SDSS SDSS identifier (1) meta.id long Teff Effective temperature (1) K phys.temperature.effective int [Fe/H] Log Fe/H abundance ratio (1) phys.abund float [Mg/H] Log Mg/H abundance ratio (1) phys.abund float [Al/H] Log Al/H abundance ratio (1) phys.abund float [Si/H] Log Si/H abundance ratio (1) phys.abund float [C/H] Log C/H abundance ratio (1) phys.abund float [O/H] Log O/H abundance ratio (1) phys.abund float [Ca/H] Log Ca/H abundance ratio (1) phys.abund float [Ti/H] Log Ti/H abundance ratio (1) phys.abund float [Cr/H] Log Cr/H abundance ratio (1) phys.abund float [N/H] Log N/H abundance ratio (1) phys.abund float [Ni/H] Log Ni/H abundance ratio (1) phys.abund float Chi2 Flux model spectral fit {chi}^2^ value phot.flux.density;meta.modelled int TempAgree [True/False ] Photometric & Cannon-inferred Teff agree to within 2{sigma} meta.code char e_Teff Uncertainty in Teff (2) K stat.error;phys.temperature.effective float e_[Fe/H] Uncertainty in [Fe/H] (2) stat.error;phys.abund.Fe float e_[Mg/H] Uncertainty in [Mg/H] (2) stat.error;phys.abund float e_[Al/H] Uncertainty in [Al/H] (2) stat.error;phys.abund float e_[Si/H] Uncertainty in [Si/H] (2) stat.error;phys.abund float e_[C/H] Uncertainty in [C/H] (2) stat.error;phys.abund float e_[O/H] Uncertainty in [O/H] (2) stat.error;phys.abund float e_[Ca/H] Uncertainty in [Ca/H] (2) stat.error;phys.abund float e_[Ti/H] Uncertainty in [Ti/H] (2) stat.error;phys.abund float e_[Cr/H] Uncertainty in [Cr/H] (2) stat.error;phys.abund float e_[N/H] Uncertainty in [N/H] (2) stat.error;phys.abund float e_[Ni/H] Uncertainty in [Ni/H] (2) stat.error;phys.abund float _RA Right Ascension (J2000) from SIMBAD (not part of the original data) deg pos.eq.ra;meta.main indexed _DE Declination (J2000) from SIMBAD (not part of the original data) deg pos.eq.dec;meta.main indexed