J/ApJ/853/172ivo://CDS.VizieR/J/ApJ/853/172doi:10.26093/cds/vizier.18530172CDSLiu D.Daddi E.Dickinson M.Owen F.Pannella M.Sargent M.,Bethermin M.Magdis G.Gao YuShu X.Wang T.Jin S.Inami H.2018-12-11T13:47:26Z2018-12-10T16:29:45ZCDS support team

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

cds-question@unistra.frgalaxiesphotometryinfrared-photometryspectral-energy-distributionmillimeter-astronomysubmillimeter-astronomysurveysredshiftedWe present a new technique to measure multi-wavelength "super-deblended" photometry from highly confused images, which we apply to Herschel and ground-based far-infrared (FIR) and (sub-)millimeter (mm) data in the northern field of the Great Observatories Origins Deep Survey (GOODS-N). There are two key novelties. First, starting with a large database of deep Spitzer 24{mu}m and VLA 20cm detections that are used to define prior positions for fitting the FIR/submm data, we perform an active selection of useful priors independently at each frequency band, moving from less to more confused bands. Exploiting knowledge of redshift and all available photometry, we identify hopelessly faint priors that we remove from the fitting pool. This approach significantly reduces blending degeneracies and allows reliable photometry to be obtained for galaxies in FIR+mm bands. Second, we obtain well-behaved, nearly Gaussian flux density uncertainties, individually tailored to all fitted priors for each band. This is done by exploiting extensive simulations that allow us to calibrate the conversion of formal fitting uncertainties to realistic uncertainties, depending on directly measurable quantities. We achieve deeper detection limits with high fidelity measurements and uncertainties at FIR+mm bands. As an illustration of the utility of these measurements, we identify 70 galaxies with z>=3 and reliable FIR+mm detections. We present new constraints on the cosmic star formation rate density at 3<z<6, finding a significant contribution from z>=3 dusty galaxies that are missed by optical-to-near-infrared color selection. Photometric measurements for 3306 priors, including more than 1000 FIR+mm detections, are released publicly with our catalog.2018ApJ...853..172Lhttps://cdsarc.cds.unistra.fr/viz-bin/cat/J/ApJ/853/172CatalogResearchIsServedByTAP VizieR generic serviceIsServedByConesearch servicerelated-toII/261 : GOODS initial results (Giavalisco+, 2004)J/ApJ/471/L5 : Redshift clustering in the Hubble Deep Field (Cohen+ 1996)J/ApJ/481/673 : HDF flanking fields and related data (Lowenthal+, 1997)J/ApJ/519/1 : Lyman-break galaxies at z {>~} 4 (Steidel+, 1999)J/ApJ/538/29 : HDF-N Caltech faint galaxy redshift survey. X. (Cohen+, 2000)J/AJ/121/2895 : HDF-N Caltech faint gal. redshift survey. XIII. (Cohen 2001)J/AJ/122/598 : HDF-North serendipitously galaxies (Dawson+, 2001)J/ApJ/592/728 : Lyman break galaxies at redshift z~3 (Steidel+, 2003)J/ApJ/614/671 : Hot, dusty ultraluminous galaxies at z~2 (Chapman+, 2004)J/ApJ/600/L99 : Colours of z~6 galaxies in GOODS (Dickinson+, 2004)J/ApJ/613/200 : Hubble Higher z Supernova Search, HHZSS (Strolger+, 2004)J/AJ/127/3121 : TKRS catalog of GOODS-North Field (Wirth+, 2004)J/ApJ/622/772 : Redshift survey of submillimeter galaxies (Chapman+, 2005)J/ApJ/653/1004 : Galaxies at 1.4<~z<~3.0 in GOODS-North Field (Reddy+, 2006)J/ApJ/668/853 : Spectrosc. of UltraStrong Emission Line gal. (Kakazu+, 2007)J/ApJ/689/687 : GOODS-N spectroscopic survey (Barger+, 2008)J/AJ/138/1261 : Spitzer/MIPS observations of the COSMOS field (Frayer+, 2009)J/ApJ/725/394 : High-redshift Ly{alpha} emitters (Hu+, 2010)J/ApJS/188/178 : VLA 1.4GHz obs. of GOODS-North field (Morrison+, 2010)J/MNRAS/411/505 : Sub-mm observations in Extended Chandra DFS (Chapin+, 2011)J/ApJS/193/14 : DEEP3 Galaxy Redshift Survey: GOODS-N field (Cooper+, 2011)J/A+A/532/A90 : PACS Evolutionary Probe (PEP-DR1) catalogs (Lutz+, 2011)J/A+A/533/A119 : GOODS-Herschel North and South catalogs (Elbaz+, 2011)J/PASJ/63/S379 : MOIRCS Deep Survey deep and wide catalogs (Kajisawa+, 2011)J/A+A/528/A35 : Infrared luminosity in GOODS fields (Magnelli+, 2011)J/ApJ/742/3 : Photometric catalogs for ECDF-S and CDF-N (Rafferty+, 2011)J/ApJ/754/83 : UV continuum for z~4-7 star-forming galaxies (Bouwens+, 2012)J/ApJ/761/140 : Spectroscopy of Herschel-SPIRE galaxies (Casey+, 2012)J/ApJ/769/80 : Spitzer/IRAC observations of five deep fields (Ashby+, 2013)J/A+A/556/A55 : Multi-color photometry of star-forming gal. (Ilbert+, 2013)J/ApJ/777/18 : Stellar mass functions of galaxies to z=4 (Muzzin+, 2013)J/A+A/565/A128 : Dust SED in HRS nearby galaxies (Ciesla+, 2014)J/ApJS/214/24 : 3D-HST+CANDELS catalog (Skelton+, 2014)J/ApJS/218/33 : Spitzer-CANDELS catalog within 5 deep fields (Ashby+, 2015)J/AJ/149/32 : Integrated radio continuum spectra of gal. (Marvil+, 2015)J/AJ/150/153 : Team Keck Redshift Survey 2 (TKRS2) (Wirth+, 2015)https://cds.unistra.fr/vizier-org/licences_vizier.htmlhttps://vizier.cds.unistra.fr/viz-bin/VizieR-2?-source=J/ApJ/853/172https://vizier.iucaa.in/viz-bin/VizieR-2?-source=J/ApJ/853/172http://vizieridia.saao.ac.za/viz-bin/VizieR-2?-source=J/ApJ/853/172https://vizier.cds.unistra.fr/viz-bin/votable?-source=J/ApJ/853/172https://vizier.iucaa.in/viz-bin/votable?-source=J/ApJ/853/172http://vizieridia.saao.ac.za/viz-bin/votable?-source=J/ApJ/853/172GETtext/xml+votablehttps://tapvizier.cds.unistra.fr/TAPVizieR/tapCone search capability for table J/ApJ/853/172/table2 (GOODS-N "super-deblended" photometry catalog)https://vizier.cds.unistra.fr/viz-bin/conesearch/J/ApJ/853/172/table2?https://vizier.iucaa.in/viz-bin/conesearch/J/ApJ/853/172/table2?http://vizieridia.saao.ac.za/viz-bin/conesearch/J/ApJ/853/172/table2?GETtext/xml+votable180.050000true189.348510762.40285870.0055555555555555566/11230 11249 112529.932213363424795e-25 6.185923063528282e-20https://cdsarc.cds.unistra.fr/viz-bin/moc/J/ApJ/853/172?format=asciiInfraredMillimeterdefaultJ/ApJ/853/172/table2GOODS-N "super-deblended" photometry cataloge_FLUX.IRAC3[0.0002/0.004]? Error in FLUX.IRAC3mJystat.errordoublenullablerecnoRecord number assigned by the VizieR team. Should Not be used for identification.meta.recordintID[6/19436] GOODS-Spitzer/IRAC IDmeta.id;meta.mainintRAJ2000[188.8/189.6] GOODS-Spitzer/IRAC Right Ascension (J2000)degpos.eq.ra;meta.mainDEJ2000[62/62.5] GOODS-Spitzer/IRAC Declination (J2000)degpos.eq.dec;meta.mainzphot[0.01/5.8]? Literature optical/NIR photometric redshiftsrc.redshiftfloatnullabler_zphot[-99/2] Reference for zphot (1)meta.ref;pos.frameintzspec[0.01/5.7]? Literature spectroscopic redshiftsrc.redshiftdoublenullabler_zspec[4/1002]? Reference for zspec (2)meta.ref;pos.frameintnullablezIR[0.01/7] Super-deblended IR-to-radio SED fitting redshift (3)src.redshift.photfloate_zIR[0/3.5] Error in zIR (4)stat.errorfloatFLUX.K[2.9e-06/26]? Literature K-band flux density (5)mJyphot.mag;em.IR.KdoublenullableFLUX.IRAC1[-0.0004/10]? Spitzer/IRAC 3.4um flux density (6)mJyphot.mag;em.IR.3-4umdoublenullablee_FLUX.IRAC1[2.4e-05/0.0005]? Error in FLUX.IRAC1mJystat.errordoublenullableFLUX.IRAC2[-0.002/9.3]? Spitzer/IRAC 4.5um flux density (6)mJyphot.mag;em.IR.4-8umdoublenullablee_FLUX.IRAC2[4e-05/0.0005]? FLUX.IRAC2 errormJystat.errordoublenullableFLUX.IRAC3[-0.003/11]? Spitzer/IRAC 5.8um flux density (6)mJyphot.flux.density;em.IR.4-8umdoublenullableFLUX.IRAC4[-0.005/6]? Spitzer/IRAC 8.0um flux density (6)mJyphot.flux.density;em.IR.8-15umdoublenullablee_FLUX.IRAC4[0.0002/0.004]? Error in FLUX.IRAC4mJystat.errordoublenullableFLUX.16[1.9e-10/1.5]? Super-deblended Spitzer/IRS PUI flux densitymJyphot.flux.density;em.IR.8-15umdoublenullablee_FLUX.16[0.003/0.09]? Error in FLUX.16mJystat.errordoublenullableFLUX.24[-0.002/4.1]? Super-deblended Spitzer/MIPS 24um flux densitymJyphot.flux.density;em.IR.15-30umdoublenullablee_FLUX.24[0.001/0.2]? Error in FLUX.24mJystat.errordoublenullableFLUX.100[1.6e-05/79.3]? Super-deblended Herschel/PACS 100um flux densitymJyphot.flux.density;em.IR.60-100umdoublenullablee_FLUX.100[0.2/2e+07]? Error in FLUX.100mJystat.errordoublenullableFLUX.160[-0.2/107.5]? Super-deblended Herschel/PACS 160um flux densitymJyphot.flux.density;em.mm.1500-3000GHzdoublenullablee_FLUX.160[0.5/4e+06]? Error in FLUX.160mJystat.errordoublenullableFLUX.250[-0.7/69]? Super-deblended Herschel/SPIRE 250um flux densitymJyphot.flux.density;em.mm.750-1500GHzdoublenullablee_FLUX.250[0.5/13]? Error in FLUX.250mJystat.errordoublenullableFLUX.350[-0.3/51]? Super-deblended Herschel/SPIRE 350um flux densitymJyphot.flux.density;em.mm.750-1500GHzdoublenullablee_FLUX.350[0.8/11]? Error in FLUX.350mJystat.errordoublenullableFLUX.500[-0.5/44.1]? Super-deblended Herschel/SPIRE 500um flux densitymJyphot.flux.density;em.mm.400-750GHzdoublenullablee_FLUX.500[1/43]? Error in FLUX.500mJystat.errordoublenullableFLUX.850[-0.03/11]? Super-deblended JCMT/SCUBA2 850um flux densitymJyphot.flux.density;em.mm.200-400GHzdoublenullablee_FLUX.850[0.7/6]? Error in FLUX.850mJystat.errordoublenullableFLUX.1160[2e-10/10]? Super-deblended JCMT/AzTEC + IRAM 30m MAMBO 1.16mm flux densitymJyphot.flux.density;em.mm.200-400GHzdoublenullablee_FLUX.1160[0.3/3.1]? Error in FLUX.1160mJystat.errordoublenullableFLUX.20cm[-0.0005/5.4] Super-deblended VLA ~20cm flux densitymJyphot.flux.density;em.radio.750-1500MHzdoublee_FLUX.20cm[0.002/0.2] Error in FLUX.20cmmJystat.errordoubler_FLUX.20cm[1/3] Origin of FLUX.20cm (7)meta.ref;pos.frameintSNR-IR[0/107] Super-deblended 100um-to-1mm S/N; combined in quadraturestat.snrfloatMstar[0/9.2e+13] Literature stellar mass (8)solMassphys.massdoubleSFR-IR[0/1724] Super-deblended SED best-fit dust-obscured SFRsolMass/yrphys.SFRdoublee_SFR-IR[0/25820] Error in SFR-IRsolMass/yrstat.errordoublesSFR(IR)[0/19000]? Super-deblended SED best-fit specific-SFR;=SFR/MstarGyr**-1phys.SFRdoublenullableArea[0/1] Super-deblended "goodArea" flag (9)meta.codeintAGN[0/1] Super-deblended SED fitting's Type_AGN flagmeta.codeintSED[-1/1] Super-deblended SED fitting's Type_SED flagmeta.codeintFIR[0/1] Super-deblended SED fitting's Type_FIR flagmeta.codeintSED.AGN[0/2833] Super-deblended SED best-fit AGN luminosity1e+10solLumphys.luminositydoublee_SED.AGN[0/2292] Error in SED_AGN1e+10solLumstat.errordoubleSED.TOT[0.001/3265] Super-deblended SED best-fit total luminosity1e+10solLumphys.luminositydoublee_SED.TOT[0/2453] Error in SED.TOT1e+10solLumstat.errordoubleSED.70[0.002/46.2] Super-deblended SED predicted 70um flux densitymJyphot.flux.density;em.IR.30-60umdoublee_SED.70[0.0004/12.5] Error in SED.70mJystat.errordoubleSED.100[0.002/76] Super-deblended SED predicted 100um flux densitymJyphot.flux.density;em.IR.60-100umdoublee_SED.100[0.0006/25] Error in SED.100mJystat.errordoubleSED.160[0.001/95] Super-deblended SED predicted 160um flux densitymJyphot.flux.density;em.mm.1500-3000GHzdoublee_SED.160[0.0006/60] Error in SED.160mJystat.errordoubleSED.250[0.0006/72] Super-deblended SED predicted 250um flux densitymJyphot.flux.density;em.mm.750-1500GHzdoublee_SED.250[0.0002/72] Error in SED.250mJystat.errordoubleSED.350[0.0002/51] Super-deblended SED predicted 350um flux densitymJyphot.flux.density;em.mm.750-1500GHzdoublee_SED.350[0.0001/51] Error in SED.350mJystat.errordoubleSED.500[0.0001/33] Super-deblended SED predicted 500um flux densitymJyphot.flux.density;em.mm.400-750GHzdoublee_SED.500[4.5e-05/25] Error in SED.500mJystat.errordoubleSED.850[2e-05/17] Super-deblended SED predicted 850um flux densitymJyphot.flux.density;em.mm.200-400GHzdoublee_SED.850[8.8e-06/7] Error in SED.850mJystat.errordoubleSED.1160[4e-06/8.1] Super-deblended SED predicted 1160um flux densitymJyphot.flux.density;em.mm.200-400GHzdoublee_SED.1160[3.2e-06/4] Error in SED.1160mJystat.errordoubleSED.1200[3e-06/7.4] Super-deblended SED predicted 1200um flux densitymJyphot.flux.density;em.mm.200-400GHzdoublee_SED.1200[2.9e-06/3.2] Error in SED.1200mJystat.errordoubleSED.1250[2.5e-06/6.6] Super-deblended SED predicted 1250um flux densitymJyphot.flux.density;em.mm.200-400GHzdoublee_SED.1250[2.5e-06/3] Error in SED.1250mJystat.errordoubleSED.2000[-1.5e-08/1.6] Super-deblended SED predicted 2000um flux densitymJyphot.flux.density;em.mm.100-200GHzdoublee_SED.2000[1.4e-08/0.9] Error in SED.2000mJystat.errordoubleSED.2050[-2.2e-09/1.5] Super-deblended SED predicted 2050um flux densitymJyphot.flux.density;em.mm.100-200GHzdoublee_SED.2050[2e-09/0.8] Error in SED.2050mJystat.errordoubleSED.10cm[2e-14/0.2] Super-deblended SED predicted 10cm flux densitymJyphot.flux.density;em.radio.1500-3000MHzdoublee_SED.10cm[2e-14/0.1] Error in SED.10cmmJystat.errordoubleSED.20cm[2e-14/0.3] Super-deblended SED predicted 20cm flux densitymJyphot.flux.density;em.radio.750-1500MHzdoublee_SED.20cm[2e-14/0.2] Error in SED.20cmmJystat.errordoublechi2Tot[0/171] Super-deblended SED chi-squ. of fitted data points for whole SEDstat.fit.chi2floato_chi2Tot[3/18] Number of fitted data points in chi2Totmeta.numberintchi2*[0/101] Super-deblended SED chi-sq. of fitted data points for stellar component of SEDstat.fit.chi2floato_chi2*[0/6] Number of fitted data points in chi2*meta.numberintchi2D[0/134] Super-deblended SED chi-sq. of fitted data points for dust component of the Dstat.fit.chi2floato_chi2D[2/10] Number of fitted data points for chi2Dmeta.numberintU[2/101] Super-deblended SED best-fit dust template's mean interstellar radiation field strength (10)stat.fit.paramfloatSFR-tot[0/1813] Sum of UV-unattenuated SFR and super-deblended SED best-fit dust-obscured SFRsolMass/yrphys.SFRdoubleSFR-Ratio[0/1] Ratio of UV-unattenuated and super-deblended SED best-fit dust-obscured SFRsstat.fit.omcfloatS14Display data from Skelton+, 2014, J/ApJS/214/24, within 1"meta.ref.urlintnullablePlotIR-SED plot of this galaxymeta.ref.urlchar