J/A+A/648/A4 LoTSS Deep Fields DR1 photometric redshifts (Duncan+, 2021)
The LOFAR Two-metre Sky Survey: Deep Fields Data Release 1.
IV. Photometric redshifts and stellar masses.
Duncan K.J., Kondapally R., Brown M.J.I., Bonato M., Best P.N.,
Roettgering H.J.A., Bondi M., Bowler R.A.A., Cochrane R.K., Guerkan G.,
Hardcastle M.J., Jarvis M.J., Kunert-Bajraszewska M., Leslie S.K., Malek K.,
Morabito L.K., O'Sullivan S.P., Prandoni I., Sabater J., Shimwell T.W.,
Smith D.J.B., Wang L., Wolowska A.
<Astron. Astrophys. 648, A4 (2021)>
=2021A&A...648A...4D 2021A&A...648A...4D (SIMBAD/NED BibCode)
ADC_Keywords: Galaxies, photometry ; Galaxies, radio ; Redshifts
Keywords: galaxies: distances and redshifts - galaxies: active -
radio continuum: galaxies
Abstract:
The Low Frequency Array (LOFAR) Two-metre Sky Survey (LoTSS) is a
sensitive, high-resolution 120-168MHz survey split across multiple
tiers over the northern sky. The first LoTSS Deep Fields data release
consists of deep radio continuum imaging at 150 MHz of the Bootes,
European Large Area Infrared Space Observatory Survey-North 1
(ELAIS-N1), and Lockman Hole fields, down to rms sensitivities of ∼32,
20, and 22 muJy/beam, respectively. In this paper we present
consistent photometric redshift (photo-z) estimates for the optical
source catalogues in all three fields - totalling over 7 million
sources (∼5 million after limiting to regions with the best
photometric coverage). Our photo-z estimation uses a hybrid
methodology that combines template fitting and machine learning and is
optimised to produce the best possible performance for the radio
continuum selected sources and the wider optical source population.
Comparing our results with spectroscopic redshift samples, we find a
robust scatter ranging from 1.6 to 2% for galaxies and 6.4 to 7% for
identified optical, infrared, or X-ray selected active galactic nuclei
(AGN). Our estimated outlier fractions
(|zphot-zspec|/(1+z_spec)>0.15) for the corresponding subsets range
from 1.5 to 1.8% and 18 to 22%, respectively. Replicating trends seen
in analyses of previous wide-area radio surveys, we find no strong
trend in photo-$z$ quality as a function of radio luminosity for a
fixed redshift. We exploit the broad wavelength coverage available
within each field to produce galaxy stellar mass estimates for all
optical sources at z<1.5. Stellar mass functions derived for each
field are used to validate our mass estimates, with the resulting
estimates in good agreement between each field and with published
results from the literature.
Description:
Photometric redshifts are calculated using the optical photometry
catalogs presented in Kondapally et al. (Paper III. 2020, in prep.),
using a hybrid template + machine learning approach. Stellar masses
assume a Chabrier (2003PASP..115..763C 2003PASP..115..763C) initial mass function. Values
presented have not been corrected to total fluxes/magnitudes.
File Summary:
--------------------------------------------------------------------------------
FileName Lrecl Records Explanations
--------------------------------------------------------------------------------
ReadMe 80 . This file
bootes.dat 460 2214329 Bootes Field Photometric redshift catalogue
en1.dat 505 2105993 ELAIS-N1 Photometric redshift catalogue
lockman.dat 502 3041794 Lockman Hole photometric redshift catalogue
--------------------------------------------------------------------------------
See also:
J/A+A/648/A2 : LOFAR Two-metre Sky Survey Deep Fields DR1 (Sabater+, 2021)
J/A+A/648/A3 : LOFAR Two-metre Sky Survey Deep Fields DR1 (Kondapally+, 2021)
J/A+A/648/A9 : Lockman Hole Apertif map at 1.4GHz (Morganti+, 2021)
https://lofar-surveys.org/releases.html : LOFAR Home Page
Byte-by-byte Description of file: bootes.dat
--------------------------------------------------------------------------------
Bytes Format Units Label Explanations
--------------------------------------------------------------------------------
1- 7 I7 --- ID Unique object identifier for multi-wavelength
catalogue in this field
9- 15 I7 --- IDOpt Identifier for the optical-NIR detected chi2
catalogue (ID_OPTICAL)
17- 22 I6 --- IDSpitzer ?=-99 Identifier for the Spitzer detected chi2
catalogue (ID_SPITZER)
24- 39 F16.12 deg RAdeg Right ascension (J2000) (RA)
41- 55 F15.12 deg DEdeg Declination (J2000) (DEC)
57- 62 F6.4 --- E(B-V) E(B-V) galactic extinction for the source
based on its position and
Schlegel+(1998ApJ...500..525S 1998ApJ...500..525S)
64- 71 F8.4 --- Class Stellarity Parameter (CLASSSTAR)
73 I1 --- overlap [0/1] Bit flag indicating the multi-wavelength
coverage (FLAGOVERLAP)
75 I1 --- clean [0/3] 3-valued flag indicating bright star
masking (FLAGCLEAN)
77- 84 F8.4 --- zbest Best available redshift estimate (Z_BEST)
86 I1 --- f_zbest [0/1] Source of z_best, 0 = photometric,
1 = spectroscopic (ZBESTSOURCE)
88- 95 F8.4 --- zspec ?=-99 Literature Spectroscopic Redshift
(Z_SPEC)
97- 99 I3 --- r_zspec ?=-99 Source of the spectroscopic redshift
(Z_SOURCE)
101-103 I3 --- q_zspec ?=-99 Spectroscopic redshift quality: flag Q=3
means probable, Q≥4 means reliable (Z_QUAL)
105-112 F8.4 --- z1med Median of the primary redshift peak above
80% HPD CI (z1_median)
114-121 F8.4 --- z1min Lower bound of the primary 80% HPD CI peak
(z1_min)
123-130 F8.4 --- z1max Upper bound of the primary 80% HPD CI peak
(z1_max)
132-139 F8.4 --- z1area Integrated area of the primary 80% HPD CI peak
(z1_area)
141-148 F8.4 --- z2med Median of the secondary redshift peak
(if present) above 80% HPD CI (z2_median)
150-157 F8.4 --- z2min Lower bound of the secondary 80% HPD CI peak
(z2_min)
159-166 F8.4 --- z2max Upper bound of the secondary 80% HPD CI peak
(z2_max)
168-175 F8.4 --- z2area Integrated area of the secondary 80% HPD CI
peak (z2_area)
177-179 I3 --- nfiltEazy ?=-99 Number of filters included in EAZY
template fit (nfilt_eazy) (G1)
181-183 I3 --- nfiltAtl ?=-99 Number of filters included in Atlas+AGN
template fit (nfilt_atlas) (G2)
185-187 I3 --- nfiltAna ?=-99 Number of filters included in Ananna+
template fit (nfilt_ananna) (G3)
189-196 F8.4 --- chirBest ?=-99 Chi^2 / nfilt for best-fit galaxy/AGN
template (any library) (chirbest)
198-205 F8.4 --- chirStelR ?=-99 Chi^2 / nfilt for best-fit stellar
template (chirstellar)
207-212 A6 --- StelType Stellar type of best-fit stellar template
(stellar_type)
214 I1 --- AGN [0/1] Sources flagged by any one of
optAGN/IRAGN/XrayAGN
216 I1 --- optAGN [0/1] Source is included in Million Quasar
Catalog (Flesch 2015PASA...32...10F 2015PASA...32...10F)
compilation or spectroscopically identified
AGN
218 I1 --- IRAGN [0/1] Source satisfies Donley et al.
(2012ApJ...748..142D 2012ApJ...748..142D) IR AGN criteria
220 I1 --- XrayAGN [0/1] Source has X-ray counterpart
222-230 E9.2 W/m2 XrayFlux ?=-9.90E-02 XBootes Soft X-ray Flux
(XrayFlux_0.5-2)
232-239 F8.4 --- HRX ?=-99 XBootes X-ray Hardness Ratio
241-248 F8.4 --- aptmz ?=-99 Estimated z-band total flux correction
from Legacy Surveys model flux (z)
(aptomodel_z)
250-257 F8.4 --- e_aptmz ?=999 Statistical uncertainty on tot_z
(aptomodelerrz)
259-266 F8.4 --- aptmzS ?=-99 Estimated z-band total flux correction
from Legacy Surveys model flux (z_Subaru)
(aptomodelzSubaru)
268-275 F8.4 --- e_aptmzS ?=999 Statistical uncertainty on totzSubaru
(aptomodelerrz_Subaru)
277-284 F8.4 --- zmodel ?=-99 Model grid redshift used in stellar mass
fit
286-294 F9.4 --- chibest ?=-99 Minimum Chi^2 in stellar mass fit
(for Z_BEST) (chi_best)
296-303 F8.4 [Msun] Massmed ?=-99 50th percentile of the marginalised
stellar mass posterior (for Z_BEST)
(Mass_median)
305-312 F8.4 [Msun] Massl68 ?=-99 16th percentile of the marginalised
stellar mass posterior (for Z_BEST)
(Mass_l68)
314-321 F8.4 [Msun] Massu68 ?=-99 84th percentile of the marginalised
stellar mass posterior (for Z_BEST)
(Mass_u68)
323-325 I3 --- Nfilts ?=-99 Number of bands included in stellar
mass fit
327-334 F8.4 mag umag ?=-99 Rest-frame u-band magnitude for best-fit
SED (for Z_BEST) (u_rest)
336-343 F8.4 mag Bwmag ?=-99 Rest-frame Bw-band magnitude for
best-fit SED (for Z_BEST) (Bw_rest)
345-352 F8.4 mag Rmag ?=-99 Rest-frame R-band magnitude for
best-fit SED (for Z_BEST) (R_rest)
354-361 F8.4 mag imag ?=-99 Rest-frame I-band magnitude for
best-fit SED (for Z_BEST) (I_rest)
363-370 F8.4 mag zmag ?=-99 Rest-frame z-band magnitude for
best-fit SED (for Z_BEST) (z_rest)
372-379 F8.4 mag zSmag ?=-99 Rest-frame z_Subaru-band magnitude for
best-fit SED (for Z_BEST) (zSubarurest)
381-388 F8.4 mag ymag ?=-99 Rest-frame y-band magnitude for
best-fit SED (for Z_BEST) (y_rest)
390-397 F8.4 mag Jmag ?=-99 Rest-frame J-band magnitude for
best-fit SED (for Z_BEST) (J_rest)
399-406 F8.4 mag Hmag ?=-99 Rest-frame H-band magnitude for
best-fit SED (for Z_BEST) (H_rest)
408-415 F8.4 mag Kmag ?=-99 Rest-frame K-band magnitude for
best-fit SED (for Z_BEST) (K_rest)
417-424 F8.4 mag Ksmag ?=-99 Rest-frame Ks-band magnitude for
best-fit SED (for Z_BEST) (Ks_rest)
426-433 F8.4 mag IRAC1 ?=-99 Rest-frame IRAC 3.6micron magnitude for
best-fit SED (for Z_BEST) (z_rest)
435-442 F8.4 mag IRAC2 ?=-99 Rest-frame IRAC 4.5micron magnitude for
best-fit SED (for Z_BEST) (z_rest)
444-451 F8.4 mag IRAC3 ?=-99 Rest-frame IRAC 5.8micron magnitude for
best-fit SED (for Z_BEST) (z_rest)
453-460 F8.4 mag IRAC4 ?=-99 Rest-frame IRAC 8.0micron magnitude for
best-fit SED (for Z_BEST) (z_rest)
--------------------------------------------------------------------------------
Byte-by-byte Description of file: en1.dat
--------------------------------------------------------------------------------
Bytes Format Units Label Explanations
--------------------------------------------------------------------------------
1- 7 I7 --- ID Unique object identifier for multi-wavelength
catalogue in this field
9- 15 I7 --- IDOpt Identifier for the optical-NIR detected chi2
catalogue (ID_OPTICAL)
17- 22 I6 --- IDSpitzer ?=-99 Identifier for the Spitzer detected chi2
catalogue (ID_SPITZER)
24- 39 F16.12 deg RAdeg Right ascension (J2000) (RA)
41- 55 F15.12 deg DEdeg Declination (J2000) (DEC)
57- 62 F6.4 mag E(B-V) E(B-V) galactic extinction for the source
based on its position and
Schlegel et al. (1998ApJ...500..525S 1998ApJ...500..525S)
64- 69 F6.4 --- Class Stellarity Parameter
71 I1 --- overlap [0/7] Bit flag indicating the multi-wavelength
coverage
73 I1 --- clean [1/3] 3-valued flag indicating bright star
masking
75- 82 F8.4 --- zbest Best available redshift estimate (Z_BEST)
84 I1 --- f_zbest [0/1] Source of z_best, 0 = photometric,
1 = spectroscopic (ZBESTSOURCE)
86- 93 F8.4 --- zspec ?=-99 Literature Spectroscopic Redshift
(Z_SPEC)
95- 97 I3 --- e_zspec ?=-99 Source of the spectroscopic redshift
(Z_SOURCE)
99-101 I3 --- q_zspec ?=-99 Spectroscopic redshift quality: flag Q=3
means probable, Q≥4 means reliable (Z_QUAL)
103-110 F8.4 --- z1med Median of the primary redshift peak above
80% HPD CI (z1_median)
112-119 F8.4 --- z1min Lower bound of the primary 80% HPD CI peak
(z1_min)
121-128 F8.4 --- z1max Upper bound of the primary 80% HPD CI peak
(z1_max)
130-137 F8.4 --- z1area Integrated area of the primary 80% HPD CI peak
(z1_area)
139-146 F8.4 --- z2med Median of the secondary redshift peak
(if present) above 80% HPD CI (z2_median)
148-155 F8.4 --- z2min Lower bound of the secondary 80% HPD CI peak
(z2_min)
157-164 F8.4 --- z2max Upper bound of the secondary 80% HPD CI peak
(z2_max)
166-173 F8.4 --- z2area Integrated area of the secondary 80% HPD CI
peak (z2_area)
175-177 I3 --- nfiltEazy ?=-99 Number of filters included in EAZY
template fit (nfilt_eazy) (G1)
179-181 I3 --- nfiltAtl ?=-99 Number of filters included in Atlas+AGN
template fit (nfilt_atlas) (G2)
183-185 I3 --- nfiltAna ?=-99 Number of filters included in Ananna+
template fit (nfilt_ananna) (G3)
187-194 F8.4 --- chirBest ?=-99 Chi^2 / nfilt for best-fit galaxy/AGN
template (any library) (chirbest)
196-203 F8.4 --- chirStel ?=-99 Chi^2 / nfilt for best-fit stellar
template (chirstellar)
205-210 A6 --- StelType Stellar type of best-fit stellar template
(stellar_type)
212 I1 --- AGN [0/1] Sources flagged by any one of
optAGN/IRAGN/XrayAGN
214 I1 --- optAGN [0/1] Source is included in Million Quasar
Catalog (Flesch 2015PASA...32...10F 2015PASA...32...10F)
compilation or spectroscopically identified
AGN
216 I1 --- IRAGN [0/1] Source satisfies Donley et al.
(2012ApJ...748..142D 2012ApJ...748..142D) IR AGN criteria
218 I1 --- XrayAGN [0/1] Source has X-ray counterpart
220-240 A21 --- 2RXSID ? ID for 2RXS X-ray Catalog counterpart (G4)
242-264 A23 --- XMMSL2ID ? ID for XMMSL2 X-ray Catalog counterpart (G4)
266-273 F8.4 --- aptmg ?=-99 Estimated g-band total flux correction
from Legacy Surveys model flux (g)
(aptomodel_g)
275-282 F8.4 --- e_aptmg ?=999 Statistical uncertainty on atpmg
(aptomodelerrg)
284-298 F15.4 --- aptmr ?=-99 Estimated r-band total flux correction
from Legacy Surveys model flux (r)
(aptomodel_r)
300-311 F12.4 --- e_aptmr ?=999 Statistical uncertainty on atpmg
(aptomodelerrr)
313-320 F8.4 --- aptmz ?=-99 Estimated z-band total flux correction
from Legacy Surveys model flux (z)
(aptomodel_z)
322-329 F8.4 --- e_aptmz ?=999 Statistical uncertainty on atpmg
(aptomodelerrz)
331-338 F8.4 --- zmodel ?=-99 Model grid redshift used in stellar
mass fit
340-348 F9.4 --- chibest ?=-99 Minimum Chi^2 in stellar mass fit
(for Z_BEST)
(chi_best)
350-357 F8.4 [Msun] Massmed ?=-99 50th percentile of the marginalised
stellar mass posterior (for Z_BEST)
(Mass_median)
359-366 F8.4 [Msun] Massl68 ?=-99 16th percentile of the marginalised
stellar mass posterior (for Z_BEST)
(Mass_l68)
368-375 F8.4 [Msun] Massu68 ?=-99 84th percentile of the marginalised
stellar mass posterior (for Z_BEST)
(Mass_u68)
377-379 I3 --- Nfilts ?=-99 Number of bands included in stellar
mass fit
381-388 F8.4 mag umag ?=-99 Rest-frame u-band magnitude for
best-fit SED (for Z_BEST) (u_rest)
390-397 F8.4 mag gmag ?=-99 Rest-frame g-band magnitude for
best-fit SED (for Z_BEST) (g_rest)
399-406 F8.4 mag rmag ?=-99 Rest-frame r-band magnitude for
best-fit SED (for Z_BEST) (r_rest)
408-415 F8.4 mag imag ?=-99 Rest-frame i-band magnitude for
best-fit SED (for Z_BEST) (i_rest)
417-424 F8.4 mag zmag ?=-99 Rest-frame z-band magnitude for
best-fit SED (for Z_BEST) (z_rest)
426-433 F8.4 mag ymag ?=-99 Rest-frame y-band magnitude for
best-fit SED (for Z_BEST) (y_rest)
435-442 F8.4 mag Jmag ?=-99 Rest-frame J-band magnitude for
best-fit SED (for Z_BEST) (J_rest)
444-451 F8.4 mag Kmag ?=-99 Rest-frame K-band magnitude for
best-fit SED (for Z_BEST) (K_rest)
453-460 F8.4 mag IRAC1vs ?=-99 Rest-frame IRAC 3.6micron magnitude for
best-fit SED (for Z_BEST) (ch1servsrest)
462-469 F8.4 mag IRAC2vs ?=-99 Rest-frame IRAC 4.5micron magnitude for
best-fit SED (for Z_BEST) (ch2servsrest)
471-478 F8.4 mag IRAC1sw ?=-99 Rest-frame IRAC 3.6micron magnitude for
best-fit SED (for Z_BEST) (ch1swirerest)
480-487 F8.4 mag IRAC2sw ?=-99 Rest-frame IRAC 4.5micron magnitude for
best-fit SED (for Z_BEST) (ch2swirerest)
489-496 F8.4 mag IRAC3sw ?=-99 Rest-frame IRAC 5.8micron magnitude for
best-fit SED (for Z_BEST) (ch3swirerest)
498-505 F8.4 mag IRAC4sw ?=-99 Rest-frame IRAC 8.0micron magnitude for
best-fit SED (for Z_BEST) (ch4swirerest)
--------------------------------------------------------------------------------
Byte-by-byte Description of file: lockman.dat
--------------------------------------------------------------------------------
Bytes Format Units Label Explanations
--------------------------------------------------------------------------------
1- 7 I7 --- ID Unique object identifier for multi-wavelength
catalogue in this field
9- 15 I7 --- IDOpt Identifier for the optical-NIR detected chi2
catalogue (ID_OPTICAL)
17- 22 I6 --- IDSpitzer ?=-99 Identifier for the Spitzer detected chi2
catalogue (ID_SPITZER)
24- 39 F16.12 deg RAdeg Right ascension (J2000) (RA)
41- 55 F15.12 deg DEdeg Declination (J2000) (DEC)
57- 62 F6.4 mag E(B-V) E(B-V) galactic extinction for the source
based on its position and
Schlegel et al. (1998ApJ...500..525S 1998ApJ...500..525S)
64- 69 F6.4 --- Class Stellarity Parameter (CLASSSTAR)
71 I1 --- clean [1/3] 3-valued flag indicating bright star
masking (FLAGCLEAN)
73- 80 F8.4 --- zbest ?=-99 Best available redshift estimate
(Z_BEST)
82 I1 --- f_zbest [0/1] Source of z_best, 0 = photometric,
1 = spectroscopic (ZBESTSOURCE)
84- 91 F8.4 --- zspec ?=-99 Literature Spectroscopic Redshift
(Z_SPEC)
93-100 F8.4 --- z1med ?=-99 Median of the primary redshift peak
above 80% HPD CI (z1_median)
102-109 F8.4 --- z1min ?=-99 Lower bound of the primary 80% HPD CI
peak (z1_min)
111-118 F8.4 --- z1max ?=-99 Upper bound of the primary 80% HPD CI
peak (z1_max)
120-127 F8.4 --- z1area ?=-99 Integrated area of the primary 80%
HPD CI peak (z1_area)
129-136 F8.4 --- z2med ?=-99 Median of the secondary redshift peak
(if present) above 80% HPD CI (z2_median)
138-145 F8.4 --- z2min ?=-99 Lower bound of the secondary 80% HPD
CI peak (z2_min)
147-154 F8.4 --- z2max ?=-99 Upper bound of the secondary 80% HPD
CI peak (z2_max)
156-163 F8.4 --- z2area ?=-99 Integrated area of the secondary 80%
HPD CI peak (z2_area)
165-167 I3 --- nfiltEazy ?=-99 Number of filters included in EAZY
template fit (nfilt_eazy) (G1)
169-171 I3 --- nfiltAtl ?=-99 Number of filters included in Atlas+AGN
template fit (nfilt_atlas) (G2)
173-175 I3 --- nfiltAna ?=-99 Number of filters included in Ananna+
template fit (nfilt_ananna) (G3)
177-184 F8.4 --- chirBest ?=-99 Chi^2 / nfilt for best-fit galaxy/AGN
template (any library) (chirbest)
186-193 F8.4 --- chirStel ?=-99 Chi^2 / nfilt for best-fit stellar
template (chirstellar)
195-200 A6 --- StelType Stellar type of best-fit stellar template
(stellar_type)
202 I1 --- AGN [0/1] Sources flagged by any one of
optAGN/IRAGN/XrayAGN
204 I1 --- optAGN [0/1] Source is included in Million Quasar
Catalog (Flesch 2015PASA...32...10F 2015PASA...32...10F)
compilation or spectroscopically identified
AGN
206 I1 --- IRAGN [0/1] Source satisfies Donley et al.
(2012ApJ...748..142D 2012ApJ...748..142D) IR AGN criteria
208 I1 --- XrayAGN ?=-99 Source has X-ray counterpart
210-230 A21 --- 2RXSID ? ID for 2RXS X-ray Catalog counterpart
232-254 A23 --- XMMSL2ID ? ID for XMMSL2 X-ray Catalog counterpart
256-263 F8.4 --- aptmg ?=-99 Estimated g-band total flux correction
from Legacy Surveys model flux (g)
(aptomodel_g)
265-272 F8.4 --- e_aptmg ?=999 Statistical uncertainty on atpmg
(aptomodelerrg)
274-281 F8.4 --- aptmr ?=-99 Estimated r-band total flux correction
from Legacy Surveys model flux (r)
(aptomodel_r)
283-290 F8.4 --- e_aptmr ?=999 Statistical uncertainty on atpmr
(aptomodelerrr)
292-299 F8.4 --- aptmz ?=-99 Estimated z-band total flux correction
from Legacy Surveys model flux (z)
(aptomodel_z)
301-308 F8.4 --- e_aptmz ?=999 Statistical uncertainty on atpmz
(aptomodelerrz)
310-317 F8.4 --- zmodel ?=-99 Model grid redshift used in stellar
mass fit
319-327 F9.4 --- chibest ?=-99 Minimum Chi^2 in stellar mass fit
(for Z_BEST) (chi_best)
329-336 F8.4 [Msun] Massmed ?=-99 50th percentile of the marginalised
stellar mass posterior (for Z_BEST)
(Mass_median)
338-345 F8.4 [Msun] Massl68 ?=-99 16th percentile of the marginalised
stellar mass posterior (for Z_BEST)
(Mass_l68)
347-354 F8.4 [Msun] Massu68 ?=-99 84th percentile of the marginalised
stellar mass posterior (for Z_BEST)
(Mass_u68)
356-358 I3 --- Nfilts ?=-99 Number of bands included in stellar
mass fit
360-367 F8.4 mag umag ?=-99 Rest-frame u-band magnitude for
best-fit SED (for Z_BEST) (u_rest)
369-376 F8.4 mag gmag ?=-99 Rest-frame g-band magnitude for
best-fit SED (for Z_BEST) (g_rest)
378-385 F8.4 mag rmag ?=-99 Rest-frame r-band magnitude for
best-fit SED (for Z_BEST) (r_rest)
387-394 F8.4 mag zmag ?=-99 Rest-frame z-band magnitude for
best-fit SED (for Z_BEST) (z_rest)
396-403 F8.4 mag grcsmag ?=-99 Rest-frame g_rcs-band magnitude for
best-fit SED (for Z_BEST) (grcsrest)
405-412 F8.4 mag rrcsmag ?=-99 Rest-frame r_rcs-band magnitude for
best-fit SED (for Z_BEST) (rrcsrest)
414-421 F8.4 mag ircsmag ?=-99 Rest-frame i_rcs-band magnitude for
best-fit SED (for Z_BEST) (ircsrest)
423-430 F8.4 mag zrcsmag ?=-99 Rest-frame z_rcs-band magnitude for
best-fit SED (for Z_BEST) (zrcsrest)
432-439 F8.4 mag Jmag ?=-99 Rest-frame J-band magnitude for
best-fit SED (for Z_BEST) (J_rest)
441-448 F8.4 mag Kmag ?=-99 Rest-frame K-band magnitude for
best-fit SED (for Z_BEST) (K_rest)
450-457 F8.4 mag IRAC1sv ?=-99 Rest-frame IRAC 3.6micron magnitude for
best-fit SED (for Z_BEST) (ch1servsrest)
459-466 F8.4 mag IRAC2sv ?=-99 Rest-frame IRAC 4.5micron magnitude for
best-fit SED (for Z_BEST) (ch2servsrest)
468-475 F8.4 mag IRAC1sw ?=-99 Rest-frame IRAC 3.6micron magnitude for
best-fit SED (for Z_BEST) (ch1swirerest)
477-484 F8.4 mag IRAC2sw ?=-99 Rest-frame IRAC 4.5micron magnitude for
best-fit SED (for Z_BEST) (ch2swirerest)
486-493 F8.4 mag IRAC3sw ?=-99 Rest-frame IRAC 5.8micron magnitude for
best-fit SED (for Z_BEST) (ch3swirerest)
495-502 F8.4 mag IRAC4sw ?=-99 Rest-frame IRAC 8.0micron magnitude for
best-fit SED (for Z_BEST) (ch4swirerest)
--------------------------------------------------------------------------------
Global notes:
Note (G1): EAZY (Brammer et al. 2008ApJ...686.1503B 2008ApJ...686.1503B)
Note (G2): Atlas+AGN, (Brown et al. 2014ApJS..212...18B 2014ApJS..212...18B, Cat. J/ApJS/212/18,
2019MNRAS.489.3351B 2019MNRAS.489.3351B)
Note (G3): Ananna et al., 2017ApJ...850...66A 2017ApJ...850...66A, Cat. J/ApJ/850/66+
Note (G4): 2RXS, Boller et al., 2016A&A...588A.103B 2016A&A...588A.103B, Cat. J/A+A/588/A103
XMMSL2, XMM-SSC, Cat. IX/53
--------------------------------------------------------------------------------
Acknowledgements:
Kenneth Duncan, kdun(at)roe.ac.uk and duncan(at)strw.leidenuniv.nl
References:
Tasse et al., Paper I 2020A&A...248A...1T 2020A&A...248A...1T
Sabater et al., Paper II 2020A&A...248A...2S 2020A&A...248A...2S, Cat. J/A+A/648/A2
Kondapally et al., Paper III 2020A&A...248A...3S 2020A&A...248A...3S, Cat. J/A+A/648/A3
Mandal et al., Paper V 2020A&A...248A...5M 2020A&A...248A...5M
Smith et al., Paper VI 2020A&A...248A...6S 2020A&A...248A...6S
Gloudemans et al., Paper VII 2020A&A...248A...7G 2020A&A...248A...7G
Wang et al., Paper VIII 2020A&A...248A...8W 2020A&A...248A...8W
Morganti et al., Paper IX 2020A&A...248A...9M 2020A&A...248A...9M, Cat. J/A+A/648/A9
Hardcastle et al., Paper X 2020A&A...248A..10H 2020A&A...248A..10H
Osinga et al., Paper XI 2020A&A...248A..11O 2020A&A...248A..11O
Herrera Ruiz et al., Paper XII 2020A&A...248A..12H 2020A&A...248A..12H
Callingham et al., Paper XIII 2020A&A...248A..13C 2020A&A...248A..13C
(End) Patricia Vannier [CDS] 27-Nov-2020