J/MNRAS/488/739                MARD-Y3 catalog                    (Klein+, 2019)
A new RASS galaxy cluster catalogue with low contamination extending to
z∼1 in the DES overlap region.
    Klein M., Grandis S., Mohr J.J., Paulus M., Abbott T.M.C., Annis J.,
    Avila S., Bertin E., Brooks D., Buckley-Geer E., Carnero Rosell A.,
    Carrasco Kind M., Carretero J., Castander F.J., Cunha C.E., D'Andrea C.B.,
    da Costa L.N., De Vicente J., Desai S., Diehl H.T., Dietrich J.P., Doel P.,
    Evrard A.E., Flaugher B., Fosalba P., Frieman J., Garcia-Bellido J.,
    Gaztanaga E., Giles P.A., Gruen D., Gruendl R.A., Gschwend J., Gutierrez G.,
    Hartley W.G., Hollowood D.L., Honscheid K., Hoyle B., James D.J.,
    Jeltema T., Kuehn K., Kuropatkin N., Lima M., Maia M.A.G., March M.,
    Marshall J.L., Menanteau F., Miquel R., Ogando R.L.C., Plazas A.A.,
    Romer A.K., Roodman A., Sanchez E., Scarpine V., Schindler R., Serrano S.,
    Sevilla-Noarbe I., Smith M., Smith R.C., Soares-Santos M., Sobreira F.,
    Suchyta E., Swanson M.E.C., Tarle G., Thomas D., Vikram V.,
    DES Collaboration
    <Mon. Not. R. Astron. Soc. 488, 739-769 (2019)>
    =2019MNRAS.488..739K 2019MNRAS.488..739K        (SIMBAD/NED BibCode)
ADC_Keywords: Clusters, galaxy ; X-ray sources ; Redshifts
Keywords: galaxies: clusters: general -
          galaxies: clusters: intracluster medium -
          galaxies: distances and redshifts
Abstract:
    We present the MARD-Y3 catalogue of between 1086 and 2171 galaxy
    clusters (52 per cent and 65 per cent new) produced using
    multicomponent matched filter (MCMF) follow-up in 5000 deg2 of
    DES-Y3 optical data of the ∼20000 overlapping ROSAT All-Sky Survey
    source catalogue (2RXS) X-ray sources. Optical counterparts are
    identified as peaks in galaxy richness as a function of redshift along
    the line of sight towards each 2RXS source within a search region
    informed by an X-ray prior. All peaks are assigned a probability fcont
    of being a random superposition. The clusters lie at 0.02<z<1.1 with
    more than 100 clusters at z>0.5. Residual contamination is 2.6 per
    cent and 9.6 per cent for the cuts adopted here. For each cluster we
    present the optical centre, redshift, rest frame X-ray luminosity,
    M500 mass, coincidence with NWAY infrared sources, and estimators of
    dynamical state. About ∼2 per cent of MARD-Y3 clusters have multiple
    possible counterparts, the photo-z's are high quality with
    σ{DELTA}z/(1+z)=0.0046, and ∼1 per cent of clusters exhibit
    evidence of X-ray luminosity boosting from emission by cluster active
    galactic nuclei. Comparison with other catalogues (MCXC, RM, SPT-SZ,
    Planck) is performed to test consistency of richness, luminosity, and
    mass estimates. We measure the MARD-Y3 X-ray luminosity function and
    compare it to the expectation from a fiducial cosmology and externally
    calibrated luminosity- and richness-mass relations. Agreement is good,
    providing evidence that MARD-Y3 has low contamination and can be
    understood as a simple two step selection - X-ray and then optical -
    of an underlying cluster population described by the halo mass
    function.
Description:
    This is the MARD-Y3 catalog. X-ray selected, optically confirmed
    cluster catalog (see abstract and paper). The intput X-ray catalog is
    the RASS based 2RXS catalog (Boller+16). Entries from RA_DEG to EXI_ML
    are taken from 2RXS. Names are based on 2RXS but the first 3 letters
    are replaced by MARD (Multi-component mAtch filter confirmed RASS
    sources using DES data. MCMF keeps up to three counterparts P1..P3)
    per X-ray candidate. entries ending with P1..P3 correspond to the
    different peaks. Entries ending in _LFCR show the counter part with
    the lowest f_cont, therefore most likely counterpart.
    F_cont provides a measure of the contamination fraction caused by
    random superpositions. A catalog is expected to have a contamination
    fraction of X when clusters are selected as f_cont≤X.
    he full catalog provided here is cut at fcontLFCR≤0.2 and therefore
    allows for 20% residual contamination by chance super positions
    between 2RXS source and optical counter part. The X-ray source
    detection tends to detect large extended sources as multiple sources.
    We therefore suggest to exclude multiple detections by selection
    MULTIPLE_FLAG=0, the most likely counter part will remain in the
    sample but sourrounding multiples will be excluding. Remaining
    contamination can be reduced by selecting DSIGLFCR<2 (sigma), which
    excludes candidates with a reasonable WISE counterpart in NWAY and
    differs more than 2 sigma high (too high luminosity given richness)
    from the mean luminosity richness relation. DFC_LFCR provides the
    difference between lowest and second lowest f_cont of the X-ray
    source. This allows to identify cases with multiple counter parts at
    different redshifts.
File Summary:
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 FileName      Lrecl  Records   Explanations
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ReadMe            80        .   This file
mard-y3.dat     1028     2959   MARD-Y3 catalog
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See also:
 J/A+A/588/A103 : Second ROSAT all-sky survey (2RXS) source catalog
                                                        (Boller+, 2016)
Byte-by-byte Description of file: mard-y3.dat
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   Bytes   Format Units   Label        Explanations
--------------------------------------------------------------------------------
    1-  20  A20   ---     Name         Name, MARDJHHMMSS.s+DDMMSS (NAME)
   22-  42 F21.17 deg     RAdeg        X-ray right ascension (J2000)
                                        from 2RXS (RA_DEG)
   44-  64 F21.17 deg     DEdeg        X-ray declination (J2000) from
                                        2RXS (DEC_DEG)
   66-  84 F19.14 s       ExpTime      RASS exposure time (EXPOSURE)
   86- 105 F20.15 ct      Cts          X-ray source counts (CTS)
  107- 124 F18.15 ct    e_Cts          Error on counts (CERR)
  126- 145 F20.18 ct/s    CRate        X-ray count rate (RATE)
  147- 166 F20.18 ct/s  e_CRate        Error on the rate (ERATE)
  168- 187 F20.18 pix     Ext          X-ray extend [PIX] (EXT)
  189- 206 F18.16 pix   e_Ext          Error on extend (EXTERR)
  208- 231 F24.19 ---     ExtML        Extend likelihood (EXT_ML)
  233- 252 F20.15 ---     ExiML        Existence likelihood (EXI_ML)
  254- 272 F19.17 ---     zP1          Redshift P1 (Z_P1)
  274- 293 F20.17 ---     zP2          ?=-0.1 Redshift P2 (Z_P2)
  295- 314 F20.17 ---     zP3          ?=-0.1 Redshift P3 (Z_P3)
  316- 334 F19.15 ---     LambdaP1     Richness P1 (LAMBDA_P1)
  336- 357 E22.17 ---     LambdaP2     ?=-0.1 Richness P2 (LAMBDA_P2)
  359- 378 F20.17 ---     LambdaP3     ?=-0.1 Richness P3 (LAMBDA_P3)
  380- 399 F20.16 deg     RAP1deg      ?=361 Optical right ascension of P1
                                        (J2000) (RA_P1)
  401- 419 F19.15 deg     RAP2deg      ?=361 Optical right ascension of P2
                                        (J2000) (RA_P2)
  421- 439 F19.15 deg     RAP3deg      ?=361 Optical right ascension of P3
                                        (J2000) (RA_P3)
  441- 462 F22.18 deg     DEP1deg      ?=91 Optical declination of P1 (J2000)
                                        (DEC_P1)
  464- 483 F20.16 deg     DEP2deg      ?=91 Optical declination of P2 (J2000)
                                        (DEC_P2)
  485- 504 F20.16 deg     DEP3deg      ?=91 Optical declination of P3 (J2000)
                                        (DEC_P3)
       506 I1     ---     fMult        [0/1] 1 for multiple detection in X-rays,
                                        0 else (MULTIPLE_FLAG)
  508- 529 F22.17 ---     P1Lcorr      Corrected luminosity P1 (LUMP1CORR)
  531- 551 F21.17 ---     P2Lcorr      ?=0 Corrected luminosity P2 (LUMP2CORR)
  553- 574 F22.17 ---     P3Lcorr      ?=0 Corrected luminosity P3 (LUMP3CORR)
  576- 596 E21.15 Msun    P1M500corr   Corrected mass M_500 P1 (M500P1CORR)
  598- 618 E21.15 Msun    P2M500corr   ?=0 Corrected mass M_500 P2
                                        (M500P2CORR)
  620- 640 E21.15 Msun    P3M500corr   ?=0 Corrected mass M_500 P3
                                        (M500P3CORR)
  642- 659 F18.15 ---   e_LambdaP1     Error on richness P1 (ELAMBDAP1)
  661- 679 F19.16 ---   e_LambdaP2     ?=-0.1  Error on richness P2
                                        (ELAMBDAP2)
  681- 700 F20.17 ---   e_LambdaP3     ?=-0.1  Error on richness P3
                                        (ELAMBDAP3)
  702- 719 F18.15 ---   e_LambdaLFCR   Error on richness for best counter part
                                        (ELAMBDALFCR)
  721- 739 F19.15 ---     LambdaLFCR   Richness of best counter part
                                        (LAMBDA_LFCR)
  741- 761 E21.15 ---     FcontP1      Probability fcont of being a random
                                        superposition for P1 (FCONTR_P1)
  763- 783 F21.18 ---     FcontP2      ?=99 Probability fcont of being a
                                        random superposition for P2
                                        (FCONTR_P2)
  785- 804 F20.17 ---     FcontP3      ?=99 Probability fcont of being a
                                        random superposition for P3
                                        (FCONTR_P3)
  806- 824 F19.17 ---     zLFCR        Redshift of best counter part (Z_LFCR)
  826- 846 E21.15 ---     FcontLFCR    Probability fcont of being a random
                                        superposition of best counter part
                                        (FCONTLFCR)
  848- 870 F23.18 ---     LFCRL        (raw) luminosity of best counter part
                                        (LUM_LFCR)
  872- 892 E21.15 Msun    LFCM500corr  Corrected M500 of best counter part
                                        (M500LFCRCORR)
  894- 914 E21.15 Msun    LFCM500      (raw) M500 of best counter part
                                        (M500_LFCR)
  916- 937 F22.17 ---     LFCRLcorr    Corrected luminosity of best counter part
                                        (LUMLFCRCORR)
  939- 958 F20.16 deg     RALFCRdeg    ?=361 RA (optical) of best counter part 
                                        (J2000) (RA_LFCR)
  960- 981 F22.18 deg     DELFCRdeg    ?=91 DEC (optical) of best counter part
                                        (J2000) (DEC_LFCR)
  983-1005 F23.19 ---     DsigLFCR     ?=-99.9 Distance from mean scaling for
                                        WISE matches (DSIGLFCR)
 1007-1028 F22.18 ---     DfcLFCR      Difference lowest to second lowest f_cont
                                        (DFC_LFCR)
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Acknowledgements:
    Matthias Klein, matthias.klein(at)physik.lmu.de
(End)                                      Patricia Vannier [CDS]    31-Jul-2019