MILLIQUAS - Million Quasars Catalog, Version 5.2 (5 August 2017)
Low-confidence or questionable objects (so deemed by their researchers) are not included in Milliquas. Additional quality cuts are applied as detailed in Flesch 2015, PASA, 32, 10. Multiple lensed images are excluded and only the brightest one kept. The aim here is to present one unique reliable object per each data row.
This version has the following changes from the previous edition:
(1) SDSS-DR14 and SDSS-DR14Q have been added, using the processing rules from the Half Million Quasars catalog (HMQ: Flesch 2015, PASA, 32, 10). (2) WISE quasar candidates have been added from Secrest et al. 2015, ApJS, 221, 12. These are ~430,000 candidates over the whole sky for which 2-color optical objects were found within a 2-arcsec radius. They have been processed into pQSOs from calibration against the SDSS-DR12Q multi-class superset, and photometric redshifts obtained using the four-color based method from the HMQ Appendix 2. The four colors used were B-R, R-W1, W1-W2, and W2-W3. (3) Type-II narrow emission-line galaxies (NELGs, class='N') have been added as the luminosity class corresponding to the type-I AGN galaxies. High-luminosity type-II NLAGN (class='K') correspond to the type-I quasars. The NLAGN/NELG divider is the same luminosity/psf function which separates QSOs from AGNs. Type-II NELGs include unquantified contamination by LINERs and probably a few starbursts which eluded removal, so it serves as a catch-all category presented for completeness, rather than as a strict type-II class. (4) Small publications to 5 August 2017 have been added. (5) Positional fixes (of about 2 arcsec) have been applied to ~150 objects.
The contents are relatively simple; each object is shown as one entry with the sky coordinates, its original name, object class, red and blue optical magnitudes, PSF class, redshift, the citations for the name and redshift, and up to four radio/X-ray identifiers where applicable.
Questions/comments/praise/complaints may be directed to Eric Flesch at firstname.lastname@example.org. If you use this catalog in published research, the author requests that you please cite it. The citation for the Milliquas catalog is Flesch E., 2015, PASA, 32, 10, which was the published version of this catalog after the release of SDSS-DR12.
This research has made use of the NASA/IPAC Extragalactic Database (NED) which is operated by the Jet Propulsion Laboratory, California Institute of Technology, under contract with the National Aeronautics and Space Administration.
0.1 22Apr09 0.3 6May09 Added a radio identifier and an X-ray identifier. 0.5 11May09 Added 30816 objects from newly calculated associations to XMM, Chandra and SUMSS detections, plus some tweaks. Also added QSO probability % for non-confirmed QSOs. 0.8 22Jun09 Added Chandra Source Catalog 1.0 (2009). 1.0 3Aug09 Extensive de-duplication. XMM Slew Catalog data added. 1.4 20Aug09 Misc fixes in the de-duplications. 1.5 29Aug09 Used XMM Slew Catalog v1.3 2.0 14Jun10 Used XMM Slew Catalog v1.4, XMM3, and XAssist4. 2.1 17Aug10 Removed 8627 NELGs masquerading as AGNe. 2.2 7Jan11 About 10,000 AGNe from the previous edition are now presented as QSOs. 796 AGNe mistakenly expunged in 2.1 have been restored. 2.3 5Mar11 SDSS DR-8 and BOSS targets have been included and the threshold for inclusions of candidates has been raised from 60% to 70%. 2.4 5Jun11 Improved QSO-likelihood calculation for the BOSS targets, so 17% of previously included BOSS targets drop out. Newly included data from several sources (see above). 2.5 20Jul11 Some de-duplication of quasars which were discovered prior to 1990, 200 recent NED quasars added, some radio/X-ray associations to USNO-B optical data added. 2.6 10Sep11 The USNO-B catalog has been added and hard-deduplicated against APM and SDSS data to make a background pool of 1.04 billion optical objects. Also, about 12 million orphaned one-color APM objects have been removed. There are consequently improvements in this catalog's optical selections and astrometry without changing the net totals much. XMM Slew 1.5 catalog added. Some further astrometric fixes and de-duplications of early quasars. 2.7 5Nov11 New quasar publications to 4 November 2011 were added, and a few fixes on individual objects incorporated. 2.8 29Jan12 Completed the fixes of non-astrometric relic data from the Veron-Cetty & Veron 13th edition. About 150 other fixes. Quasars compilation updated through 27 January 2012. 2.9 2Apr12 Data brought up to publications as of 31 March 2012, about 50 astrometric fixes done, and the new FIRST radio catalog, 12Feb16 version, incorporated. 2.10 6Aug12 Data brought up to publications as of 31 July 2012, including the SDSS-DR9 release, XAssist XMM-Newton and Chandra X-ray data updated to 30 June 2012; as this is a catalog for type I (broad-line) objects, 1870 Seyfert-2s, 532 LINERs, and 6 NELGs were removed, but BL Lacs were retained as unconstrained emission objects. 3.0 9Sep12 Data brought up to publications as of 31 August 2012. Redshifts are calculated for the XDQSO photometric quasar candidates. Fixed issues with 30 DEEP2 object. Separated out 15 SDSS-DR9 object that had been conflated with others. QSO-AGN separator restored to that used through v2.9, thus ~5000 QSOs were re-classified as AGNe. AGNe historic names sourced from the Principal Galaxy Catalogue. 3.1 22Oct12 Quasar data brought up to publications as of 20 Oct. 2012, including the new DR9 Quasar catalog (Paris I., 2012, arXiv:1210.5166). 3.2 10Feb13 Quasar data brought up to publications as of 9 Feb. 2013. MMT quasar positions fixed, and made a few small miscellaneous fixes. 3.3 7Apr13 Quasar data brought up to publications as at 6 April 2013. Added 713 new quasars from Palanque-Delabrouille et al. (2013, A&A, 551, A29). Included SWIRE data, consisting of 117 confirmed quasars and >20K photometric quasars from Rowan-Robinson et al. (2013, MNRAS, 428, 1958). Located 8 QSOs that were previously uncertainly located and removed 1 that had no credible candidates. Removed 26 SDSS-DR9 quasars after inspection showed they were only artifacts. Removed 144 questionable quasars from Iovino et al. (1996, A&AS, 119, 265). Removed 8 blazars classified as white dwarfs by the SDSS DR7 WD Cat (2013,ApJS,204,5). Miscellaneous: 4 moves, 2 de-dups, and 4 deletions found after extensive trawling. 3.4 11Jul13 Quasar data brought up to publications as at 11 July 2013. The author's paper (2013, PASA, 30, 4) marked 9 QSOs as uncertainly located. Of those: (a) Q 0112-27 is finally sited at J011517.2-271223, courtesy Cyril Hazard. (b) Q 0752+617 is moved to J075646.6+613639, r=16.9, b=17.4, as a better fit with its co-published quasar (NOTNI 16, r=16.7, b=17.2). Added 92 new quasars from Cyril Hazard. Q 1409+732 was found to be sited on a plate flaw, and is now moved one arcmin due East to perfect optical fit at J141003.2+725939, r=19.3, b>22. XAssist v4 XMM-Newton & Chandra X-ray data updated to 30-June-2013. 3.5 11Aug13 Quasar data brought up to publications as at 10 August 2013, including SDSS-DR10. Note that the DR10 is an automated catalog, so its object classifications are not as trustworthy as manual classifications. Thus, earlier manual classifications are retained over DR10 classifications. XMM-Newton X-ray data updated to 3XMM-DR4 version (24-July-2013). FIRST radio data updated to 13Jun05 version (05-June-2013). 3.6 23Oct13 Quasar data brought up to publications as at 22 October 2013. Two additional columns of radio/X-ray detections were added. This is so that any radio lobes will always be fully displayed, and extra detections from other source catalogs give a sense of fuller coverage. 158 additional quasars were added from SDSS-DR10. These were flagged as bad astrometry, but they are confirmed by the author's optical background database. Photometric quasar candidates from surveys other than NBCKDE and XDQSO, e.g., SWIRE, have been dropped because much of their yield are type 2. This includes Palanque-Delabrouille et al. (2011,A&A,530,122), which has been well investigated spectroscopically and its residue thus less likely to be QSOs. X-ray detections from the Champ2 catalog, Kim M. et al, 2007,ApJS,169,401 have been removed. It's a small catalog which, unlike others, does not present its raw astrometry needed for calculating optical solutions. The Veron quasar catalog v13 (2010 A&A,518A,10) included some objects denoted as non-quasars by their discovery papers, and the following have been removed as a result: (a) 484 emission-line galaxies (ELGs) of z<0.46 from Schneider/Schmidt/Gunn 1994,AJ,107,1245, incorporated as QSOs by VCV13; (b) 55 ELGs of Schneider/Schmidt/Gunn 1999,AJ,117,40; (c) 58 galaxies from 2dF-GRS (Colless M. et al., astro-ph/0306581); and (d) 41 galaxies from La Franca F. et al., 1999,A&AS,140,351. A few positional fixes, de-duplications, and removals of type-2s. 3.7 26Nov13 Quasar data brought up to publications as at 26 November 2013, including the SDSS DR10Q release by Isabelle Paris et al., 2013 arXiv:1311.4870. 318 SDSS "quasars" of auto-redshift>4 which were not subsequently confirmed by visual inspection are removed as bogus (communication Adam Myers). The Veron quasar catalog v13 (2010 A&A,518A,10) flagged some objects as questionable in their "spec" field. These have unclear spectra or are described as "possible" by their discovery papers. 178 of these are removed, and 52 such BL Lacs with redshift>0.5 are re-classed to AGNs. Some positional fixes and de-duplications of individual objects. 3.8 16Feb14 Quasar data brought up to publications as at 15 February 2014. NBCKDE and BOSS quasar likelihoods have been calibrated against the DR10Q (Paris I. et al., 2013 arXiv:1311.4870) classifications. The Swift X-ray Point Source catalog (Evans P.A. et al., 2014,ApJS,210,8) is added to the background data, resulting in 12604 associations. 110 SDSS-DR10 automated survey objects are removed as artifacts. De-duplication of radio/X-ray detections improved. 3.9 30Jun14 Quasar data brought up to publications as at 30 June 2014. The XMM-Newton Slew Survey source catalog release 1.6 was added to X-ray data. The 1SXPS X-ray detections were being dropped; this was fixed and 21268 were included as a result. The Veron-Cetty & Veron Quasar Catalog (VCV) 13th edition (2010,A&A,518,10) was fully mapped into optical; corrections from this were incorporated. 4.0 05Aug14 Quasar data brought up to publications as at 5 August 2014. The threshold for inclusion of QSO candidates was raised to 80% confidence. This resulted in the loss of ~240,000 objects from v3.9, but it improved the confidence of use. XAssist v4 XMM-Newton and Chandra X-ray data was updated to 21-July-2014. 98 entries were found to be type II or not quasars, and so removed. The catalog layout was changed to conform better to the NED guide "Best Practices for Data Publication" by Marion Schmitz et al. (v1.2, 2013) in these ways: (a) all citations were changed to original discovery papers and no longer to VCV 13th edition or to NED and discovery citations are now indexed in a separate file; (b) quasar and radio/X-ray names which used to run together have been corrected to adhere to naming standards. 4.1 20Oct14 Quasar data brought up to publications as at 5 October 2014. The input values of RA and DEC used for this table were given in degrees rather than sexagesimal.Type 2 objects were included for the convenience of the users, but completeness of these is only about 95%. The type I objects are believed to be 100% complete from the literature. About 3000 SDSS "quasars" were removed as not quasars. These were auto-objects which were not taken up by the manual Paris files, and which were not given a subclass by the SDSS pipeline -- thus, the lowest quality objects. Another 2000 were reclassified as AGN or type 2 in this catalog. VCV mis-copied the redshifts from 2008 A&A,488,417 -- now fixed. QSOs & AGN re-partitioned by psf class and modified luminosity equation. Miscellaneous tweaks and fixes done when revealed by publication-related analysis. 4.2 06Dec14 Quasar data brought up to publications as at 6 December 2014. SDSS DR10/DR10Q and DR7/DR7Q data were reprocessed, yielding a few more quasars and using the DR10Q redshifts more as the current standard. Further adjustments were made to the luminosity equation separating QSOs from AGN, resulting in about 2000 AGN reclassified as QSOs. 18 new quasars from Dan Weedman, based on his re-analysis of the Weedman 1985 spectra in combination with NBCKDE photometric redshifts for those objects. 4.3 11Jan15 Quasar data brought up to publications as at 10 January 2015, including the newly-released SDSS-DR12 and SDSS-DR12Q (www.sdss.org). Approximately, 800 quasars sourced from the AGES catalog, Kochanek et al. (2012, ApJS, 200, 8). Approximately, 200 extra quasars added in a full round-up from NED and SIMBAD. 4.4 06Feb15 Quasar data brought up to publications as at 25 January 2015. Some reprocessing of the SDSS-DR12 and SDSS-DR12Q data. About 1000 type-1 objects reclassified to type-2. Photometric candidate likelihoods and redshifts were recalibrated using the SDSS-DR12Q quasars as the benchmark. 4.5 10May15 780 new quasars from LAMOST-DR1 (Luo et al. 2015, arXiv:1505.01570) were added. LAMOST-DR1 is a pipeline catalog with much provisional data, so the author selected the best-eligible objects only. LAMOST plans a manual (reliable) QSO catalog later this year. Also, NED/SIMBAD quasar data is included up to 9 May 2015. Citations were greatly simplified, referencing the recently published Half Million Quasars catalog (HMQ: Flesch E., 2015 PASA, 32, 10, arXiv:1502.06303) for smaller legacy citations while still citing large surveys like SDSS and 2QZ. A legend for the citations is given below, and the separate citations file is no longer needed as a result of this. 3XMM-DR5 (Rosen et al., 2015, arXiv:1504.07051) included in X-ray data. Also, high-confidence data from 2XMMi-DR3 is included, as acknowledged in section 8.2 of the Rosen paper (dropped 2XMMi-DR3 data recognized as valid). Minor fixes to optical data resulted in a few more radio/X-ray associations. 4.6 30Nov15 Additional QSO candidates were sourced from the new NBCKDE v3 catalog (Richards G.T. et al., 2015-ApJS-219-39) and a variability and refraction sourced catalog (Peters C.M. et al., 2015-ApJ-811-95). These added about 300,000 new candidates to Milliquas. Note that the NBCKDE v3 catalog uses different selection criteria from its predecessor, and so augments it rather than superseding it. The threshold for inclusion of QSO candidates was raised from 80% QSO-likelihood to 90%, so the catalog should be reliable even for spot checks. NED and SIMBAD listed quasars were included through 30-Nov-2015. 4.7 02Mar16 527 new QSOs were added from recent publications, including 33 new QSOs with z>5 of which 4 have z>6. The UV-Bright Quasar Survey (UVQS, T.R. Monroe et al, arXiv:1602.06255) was included with two mag-14 and 43 mag-15 QSOs plus many brighter AGN. 4.8 22Jun16 The Chandra ACIS source catalog (Wang S. et al.,2016,ApJS, 224,40) was added and new X-ray associations calculated. The 2nd RASS source catalog 2RXS (Boller Th. et al., 2016, A&A,588,103) replaced 1RXS for the most part, with significant differences in places. Radio/X-ray processing was tightened and data recalibrated to improve likelihood reliability, as part of a new radio/X-ray catalog in preparation. 23,727 radio/X-ray associated objects, recently dropped, were restored on the criterion that they are each 80%+ likely to be true quasars. This was done because this information is not found elsewhere. 4.8b 30Jul16 The 3XMM-DR6 X-ray source catalog was added and new X-ray associations calculated. The radio/X-ray data have been reprocessed in line with that of the Million Optical Radio/X-ray (MORX) Associations Catalog (Flesch 2016, PASA, 33, 52). 5.0 19Jun17 The J2000 coordinates now have 1/10th arcsecond precision, and the magnitudes have 1/100th mag precision, either from the original surveys or from the All-Sky Portable (ASP) optical catalog (arXiv:1705.05434). 5414 net QSOs/AGNs were added from recent surveys (listed below), notably AAOz, OzDES, LAMOST DR2, and a reload of AGES. The 3XMM-DR7 and XMMSL2-2.0 Slew X-ray source catalogues were added and new X-ray associations calculated. A few duplicates were removed. Notably, SDSS J131715.46+601533.1 was found to be a duplicate of SBS 1315+605. 5.1 30Jun17 Included full coverage of the Subaru-XMM Deep Field from multiple authors, LAMOST DR3, and other miscellaneous papers. 5.2 05Aug17 See list of changes above.
Flesch, E. The Million Quasars (MILLIQUAS) Catalog, Version 5.2 (5 August 2017) http://quasars.org/milliquas.htmSee also:
APM Catalog http://www.ast.cam.ac.uk/~mike/apmcat USNO-A/B Catalogs http://www.nofs.navy.mil NVSS Catalog http://www.cv.nrao.edu/nvss FIRST Catalog http://sundog.stsci.edu SUMSS Catalog http://www.physics.usyd.edu.au/sifa/Main/SUMSS MGPS Catalog http://www.physics.usyd.edu.au/sifa/Main/MGPS2 ROSAT Catalogs http://www.mpe.mpg.de/xray/wave/rosat/catalogue http://www.mpe.mpg.de/xray/wave/rosat/rra/ 1WGA Catalog http://wgacat.gsfc.nasa.gov/wgacat/wgacat.html Chandra Source Catalog http://cxc.cfa.harvard.edu/csc/ XAssist Home Page http://xassist.pha.jhu.edu/zope/xassist XMM-Newton Catalog http://xmmssc-www.star.le.ac.uk XMM-Newton Slew Survey http://www.star.le.ac.uk/~amr30/Slew
The designation of the source as taken from the literature. Nameless radio/X-ray associated objects here display the J2000 position in "HHMMSS.SS+DDMMSS.S" for the convenience of the user. If needing a name for it, just prefix this value with "MQ ", e.g., MQ J000001.64-251706.3.
The Right Ascension of the quasar candidate in the selected equinox. This was given in J2000.0 decimal degrees to a precision of 10-7 degrees in the original table.
The Declination of the quasar candidate in the selected equinox. This was given in J2000.0 decimal degrees to a precision of 10-7 degrees in the original table.
The Galactic Longitude of the quasar candidate.
The Galactic Latitude of the quasar candidate.
The classification of the object, where the following abbreviations are used:
Q = QSO, type I broad-line unresolved, 577146 of these. A = AGN, type I Seyferts/host-dominated, 30062 of these. B = BL Lac object, 1615 of these. q = photometric quasar candidate from SDSS or WISE, 1297111 of these. N = type-II narrow-line Seyfert/NELG galaxy, 38110 of these. This class includes an unknown number of LINERs, presented for completeness. K = type-II narrow-line NLAGN, quasar-like high luminosity, 1355 of these. R = Radio association displayed. X = X-ray association displayed. 2 = Double radio lobes displayed (declared by data-driven algorithm).
The red optical magnitude of the object. The type and source of this magnitude is specified in the optical_flag parameter value. Optical data are from the APM (http://www.ast.cam.ac.uk/~mike/apmcat/), USNO-A & USNO-B (http://www.nofs.navy.mil/), and the SDSS (http://sdss3.org/). Magnitudes have been recalibrated from the original APM/USNO-A values (which are POSS-I or UKST identified in the description for the optical_flag parameter) as documented in QORG (2004, A&A, 427, 387). Calibrated USNO-A magnitudes are often retained in preference to USNO-B. APM galaxies brighter than 17th magnitude are usually represented as far too bright due to PSF modeling. Integer magnitudes (e.g., 22.00) can be estimates if both bands are integer or one band empty. If the optical_flag parameter value contains r/b/g/i/v/u/z, then the magnitudes are from the object's source catalog, e.g., SDSS, 2QZ, etc. Note that many SDSS magnitudes are extinction-"corrected" ~0.3 mag brighter than observed.
The blue optical magnitude of the object. The type and source of this magnitude is specified in the optical_flag parameter value. Optical data are from the APM (http://www.ast.cam.ac.uk/~mike/apmcat/), USNO-A & USNO-B (http://www.nofs.navy.mil/), and the SDSS (http://sdss3.org/). Magnitudes have been recalibrated from the original APM/USNO-A values (which are POSS-I or UKST identified in the description for the optical_flag parameter) as documented in QORG (2004, A&A, 427, 387). Calibrated USNO-A magnitudes are often retained in preference to USNO-B. APM galaxies brighter than 17th magnitude are usually represented as far too bright due to PSF modeling. Integer magnitudes (e.g., 22.00) can be estimates if both bands are integer or one band empty. If the optical_flag parameter value contains r/b/g/i/v/u/z, then the magnitudes are from the object's source catalog, e.g., SDSS, 2QZ, etc. Note that many SDSS magnitudes are extinction-"corrected" ~0.3 mag brighter than photometry.
This field contains coded information on the optical source properties, as follows:
p = optical magnitudes are POSS-I O (violet 4050A) and E (red 6400A). These are preferred because O is well-offset from E, and these plates were always taken on the same night, thus the red-blue color is correct even for variable objects. j = blue magnitude is SERC J (Bj 4850A blue-green) from the POSS-II or UKST surveys. Red-blue color is less reliable because the plates were taken in different epochs, i.e. years apart. g = blue magnitude is SDSS green 4900A, red is SDSS r 6200A. u = blue magnitude is SDSS ultraviolet 3850A. b = blue magnitude is Vega 4400A (Johnson). v = red magnitude is visual, i.e., white, 5500A midpoint. i = red magnitude is infrared 7500A. z = red magnitude is infrared z 8500A. (not v/i/z) = standard red 6400A (Cousins). + = variability nominally detected in both red/blue over multi-epoch data. m = proper motion nominally detected, from USNO-B. a = object is an SDSS galaxy with AGN subclass. If also BROADLINE then Milliquas class is 'A', otherwise 'N' (see broad_type). ? = identification uncertain (quasar may be located elsewhere, 4 of these).
A coded representation for the point spread function (PSF) of the optical source in the red. The APM, USNO-B, and SDSS provide PSF class, albeit using different criteria. The codes are as follows:
- = point source / stellar PSF (APM notation: -1, here truncated) 1 = fuzzy / galaxy shape (APM notation: 1 and some 2) n = no PSF available, whether borderline or too faint to tell, etc. x = not seen in this color (fainter than plate depth, or confused, etc.)
A coded representation for the point spread function (PSF) of the optical source in the blue. The APM, USNO-B, and SDSS provide PSF class, albeit using different criteria. The codes are as follows:
- = point source / stellar PSF (APM notation: -1, here truncated) 1 = fuzzy / galaxy shape (APM notation: 1 and some 2) n = no PSF available, whether borderline or too faint to tell, etc. x = not seen in this color (fainter than plate depth, or confused, etc.)
The redshift of the object, taken from the literature as specified in the ref_redshift parameter. Photometric redshifts (for objects classified as 'q') are rounded to 0.1 z. The XDQSO catalog does not provide photometric redshifts, so those are provided either by NBCKDE or by this catalog using the method detailed in Appendix 2 of the author's HMQ paper (2015, PASA, 32, 10). AllWISE photometric redshifts are similarly calculated using the four colors B-R, R-W1, W1-W2, and W2-W3, and are displayed where calculated as 50%+ likely to be true within 0.5z of the displayed redshift value. The typical likelihood is more like 80%.
A character code for the literature reference from which the name was taken, as indicated below. There are also a few numerical codes, the meanings of which can be found in the online version of the author's Half Million Quasars Catalog (HMQ: Flesch 2015, PASA, 32, 10) at http://cdsarc.u-strasbg.fr/ftp/pub/cats/VII/273/refs.dat.
Code (No. of names, No. of redshifts) Reference 2dF (366,232): 2dF galaxy survey, Colless M. et al., 2001,MNRAS,328,1039 2QZ (27515,24161): Croom S.M. et al., 2004,MNRAS,349,1397 2SLAQ (10388,8717): Croom S.M. et al., 2009,MNRAS,392,19 3LAC (30,28): Fermi AGN v3, Ackermann M. et al., 2015,ApJ,810,14 6dF (287,227): 6dF galaxy survey, Jones D.H. et al., 2009,MNRAS 399,683 AAOz (1491,1498): AAOmega XXL-South: Lidman C. et al., 2016,PASA,33,1 AGES (2047,2047): AGES survey, Kochanek C.S. et al., 2012,ApJS,200,8 ATLAS (229,269): Mao M.Y. et al., 2012,MNRAS,426,3334 BASS (15,124): Swift-BAT AGN, Koss M. et al., 2017,arXiv:1707.08123, ApJ BQLS (9,9): BOSS QSO lenses & pairs, More A. et al., 2016,MNRAS,456,1595 C-COSM (180,180): Chandra COSMOS IDs, Marchesi S. et al., 2016,ApJ,817,34 ChaMP (191,188): Trichas M. et al., 2012,ApJS,200,17 DES (1,1): Dark Energy hi-z, Reed S.L. et al., 2015,MNRAS,454,3952 DPeake (7,3450): Double-peaked NELGs, Ge J.-Q. et al., 2012,ApJS,201,31 DR12 (1628,5332): Alam S. et al., 2015,ApJS,219,12, http://sdss.org/dr12 DR12Q (233,415): SDSS-DR12Q, Paris I. et al., 2017,A&A,597,79 DR14 (32900,40157): Abolfathi B. et al., 2017,arXiv:1707.09322, data at https://data.sdss.org/sas/dr14/sdss/spectro/redux DR14Q (512359,525951): SDSS-DR14Q, Paris I. et al., 2017, in preparation, data at http://data.sdss.org/sas/dr14/eboss/qso/DR14Q DR7 (6378,4872): SDSS DR7, Abazajian K.N. et al., 2009,ApJS,182,543, files at http://classic.sdss.org/dr7/products/spectra/getspectra.html DR7Q (2128,340): SDSS Quasar DR7, Schneider D. et al., 2010,AJ,139,2360 DUHIZ (2,2): DECaLS-UKIRT hi-z, Wang F. et al., 2017,ApJ,839,27 eHAQ (82,81): Extended High AV, Krogager J.-K., 2016,ApJ,832,49 GLDD (1,1): Lensed QSO data-driven, Ostrovski F. et al., 2017,MNRAS,465,4325 HAQ (2,2): High AV serendipitous, Heintz K.E. et al., 2016,AJ,152,13 HAQC (1,1): High AV in COSMOS, Heintz K.E. et al., 2016,A&A,595,13 HMQ (28638,22897): Half Million Quasars catalog, Flesch E., 2015,PASA,32,10, (see references therein to the original authors & papers) IGMCP (10,10): IGM close pairs, Rorai A. et al., 2017,Sci,356,418 IMS (1,1): IR medium-deep hi-z, Kim Y. et al., 2015,ApJ,813,35 IKEDA (1,1): Ikeda H. et al., 2017, arXiv:1708.00314, ApJ accepted LAMOST (4314,3786): LAMOST-DR3, http://dr3.lamost.org LIDMAN (1,1): SN Host Galaxy redshifts, Lidman C. et al., 2013,PASA,30,1 LIRAS (168,158): LoCuSS IR AGNs, Xu, L. et al., 2015,ApJS,219,18 MORX (49916,0): Million Radio/X-ray Associations, Flesch E.,2016,PASA,33,52 MQ (3144,635633): MILLIQUAS, original data in this catalog, Flesch E.,2017 MZZ (9,9): Marano B., Zamorani G., Zitelli V., 1988,MNRAS,232,111 NBCKDE (40679,40679): Richards G.T. et al., 2009,ApJS,180,67 NBCKv3 (576782,576782): NBCKDE v3, Richards G.T. et al., 2015,ApJS,219,39 OVRLAP (5,5): SDSS overlap hi-z QSOs, Jiang L. et al., 2015,AJ,149,188 OzDES (664,638): Dark Energy SN QSOs, Tie S.S. et al., 2017,AJ,153,107 PETERS (12952,12952): photo special, Peters C.M. et al., 2015,ApJ,811,95 PGC (13548,8): Principal Galaxy Catalogue, Paturel G. et al.,2003,A&A,412,45 PS1 (63,63): PAN-STARRS1 hi-z, Banados E. et al., 2016,ApJS,227,11 PSO (3,3): PAN-STARRS z-dropouts, Venemans B.P. et al.,2015,ApJ,801L,11 RLQ (4,3): Tuccillo D./Gonzalez-Serrano J.I./Benn C.R., 2015,MNRAS,449,2818 RSG (1,1): Dorn-Wallenstein T.Z. & Levesque E., 2017,arXiv:1701.07888 SDSSHI (6,6): SDSS hi-z, Jiang L. et al., 2016,ApJ,833,222 SFM201 (1,1): Schulze S. et al., 2012,A&A,546,20 SHELLQ (33,33): Subaru hi-z, Matsuoka Y. et al., 2017,arXiv:1704.05854, PASJ SUV (21,21): SDSS-ULAS/VHS QSOs, Yang J. et al., 2017,AJ,153,184 SXDF (39,39): Subaru-XMMDF redshifts, Simpson C. et al., 2012,MNRAS,421,3060 SXDS (310,309): Subaru-XMMDF spectra, Akiyama M. et al., 2015,PASJ,67,82 ULTRA (1,1): Ultraluminous hi-z, Wu, X.-B. et al., 2015,Nature,518,512 UVQS (433,517): UV QSOs, Monroe T.R. et al., 2016,AJ,152,25 VAHIZ (2,2): VST ATLAS hi-z, Carnall A.C. et al., 2015,MNRAS,451,16 VDES (8,8): VISTA Dark Energy Qsos, Reed S.L. et al., 2017,MNRAS,468,4702 VIKING (4,4): VIKING IR, Venemans, G.A. et al., 2015,MNRAS,453,2259 VIPERS (241,285): VIPERS PDR-2, Scodeggio M. et al., 2016, arXiv:1611.07048 VMC (34,34): Magellanic IR QSOs, Ivanov V.D. et al., 2016,A&A,588,A93 WARREN (1,1): Warren S.J. et al., 2017, in preparation WISEA (430999,0): AllWISE QSO candidates, Secrest N. et al., 2015,ApJS,221,12 WISEHI (72,70): Hi-z QSOs from WISE, Wang F. et al., 2016,ApJ,819,24 XDQSO (235694,0): SDSS-XDQSO, Bovy J. et al., 2011,ApJ,729,141 XLSS (307,120): Stalin C.S. et al., 2010,MNRAS,401,294 XMSS (182,150): Barcons X. et al., 2007,A&A,476,1191 XWAS (490,449): Esquej P. et al., 2013,A&A,557,123
A character code for the literature reference from which the redshift was taken, using the same rubric as used for the ref_name parameter (q.v.).
For a QSO candidate (type starting with q/R/X/2), this field contains the nominal probability that this object is a QSO, in percent, based on photometric and/or radio/X-ray association analysis. Included candidates are those of 80%+ likelihood of being true quasars. For a known QSO (type = Q/A), Bl Lac type (type = B), or type-II (type = K/N), this field contains the percent chance that the shown radio/X-ray detection(s) is truly associated to it.
Candidates (objects without spectroscopic confirmation) consist of three separate classes of objects:
(1) Photometric quasars from the SDSS-based NBCKDE/NBCKDE-v3/XDQSO/Peters quasar candidate catalogs. Those catalogs give calculated QSO probabilities (pQSOs) for their objects which are not reported here; instead, the author has calibrated those pQSOs against SDSS-DR12Q classified objects to produce the QSO likelihoods given here. The calibration method is detailed in the author's HMQ paper (2015, PASA, 32, 10), appendix 1. Included candidates are those of 80%+ likelihood of being true quasars.
(2) WISE-sourced candidates are presented by their authors with a bulk pQSO as an average figure, with no individual pQSOs given. These I have generated by matching WISE candidates to optical objects (within a two arcsecond radius) and then dividing them into four-color (the colors being B-R, R-W1, W1-W2, and W2-W3) subsets which are then calibrated against SDSS-DR12Q classified objects to yield the pQSO for each subset.
(3) Radio/X-ray associated objects, totaling 53,065 without any other attribution. The likelihoods of these being true QSOs are calculated as described in the QORG paper (Flesch & Hardcastle, 2004, A&A, 427, 387).
69,609 photometric quasars are also radio/X-ray associated, and the displayed probability figure combines the photometric QSO likelihood P1 and the radio/X-ray derived QSO likelihood P2 as
P = 1/(1+((1-P1)*(1-P2))/(P1*P2)).Over all objects, using the probability as expected yield, the 1,957,384 type-I Milliquas objects will yield 1,901,076 actual type-I quasars/AGNs, making this a true million quasars catalog.
The identification of the radio source associated with the quasar candidate, if any.
This is usually the identification of the X-ray source associated with the quasar candidate, if any, but it can also be the identification of a radio lobe, if the radio_name parameter for the object itself contains the name of a radio lobe.
Radio/X-ray detections come from the following catalogs (and their respective home pages):
FIRST: VLA FIRST survey, 13Jun05 version, http://sundog.stsci.edu NVSS: NRAO VLA sky survey, http://www.cv.nrao.edu/nvss SUMSS: Sydney U. Molonglo, http://www.physics.usyd.edu.au/sifa/Main/SUMSS MGPS: Molonglo galactic plane survey, same attribution as SUMSS ROSAT catalogs home page: http://www.mpe.mpg.de/xray/wave/rosat/catalogue - 1RXH: ROSAT HRI (high resolution imager) - 2RXP/2RXF: ROSAT PSPC (position sensitive proportional counter) - 1RXS: ROSAT RASS (all-sky survey, both bright & faint) 2RXS: 2nd RASS source catalog, Boller Th. et al., 2016,A&A,588,103 1WGA: White, Giommi & Angelini, http://wgacat.gsfc.nasa.gov/wgacat/wgacat.html CXO: Chandra Source Catalog v1.1, http://cxc.cfa.harvard.edu/csc CXOG: Chandra ACIS source catalog, Wang S. et al., 2016,ApJS,224,40 CXOX: XAssist Chandra source list, http://xassist.pha.jhu.edu/zope/xassist 2XMM/2XMMi: XMM-Newton DR3, http://xmm.esac.esa.int/xsa/versions.shtml 3XMM: XMM-Newton DR7, http://www.cosmos.esa.int/web/xmm-newton/xsa XMMSL: XMM-Newton Slew Survey v2.0, same attribution as 3XMM XMMX: XAssist XMM-Newton source list, http://xassist.pha.jhu.edu/zope/xassist 1SXPS: Swift X-ray Point Source catalog, http://www.swift.ac.uk/1SXPS Optical field solutions are calculated from the raw source positions of all these catalogs as described in the author's MORX paper (2016, PASA, 33, 52).
The identification of the radio lobe or an additional radio or X-ray identification associated with the quasar candidate, if any.
An additional identification of the radio lobe or an extra X-ray identification associated with the quasar candidate, if any.
The HEASARC Browse object classification, based on the information given in the broad_type parameter.