Description of the outputs
File naming conventions
EMPhot produces various output files, mostly FITS files (images and catalogs), but also DS9 region files and some plots available in PS or PDF. File names are build with the following convention:
<field_name>-<band>-prior_v3-<run_type>-<suffix>.<fits,...>
- Following the GALEX convention, the band can be nd for NUV, fd for FUV, xd for band-merged.
- The prior_v3 string identify the version of EMPhot.
- The type of run (run_type) can be composed of several string:
- ref for stamps with the GALEX background.
- bgfromdiff for stamps with the recomputed background.
- dirac-[ref|bgfromdiff] for diracs.
- [ref|bgfromdiff]-SIMU for partial simulations.
Description of the columns of output catalogs
The final catalog <field>-xd-prior_v3-merged-cat.fits is a merged catalog which combines the output for the two bands, NUV and FUV, and the two methods, dirac and stamp.
The FITS header of this merged catalog is actually a copy of the header of the NUV run with stamps and the recomputed background. It contains the following information:
- EMPhot parameters.
- Information on the run (date of processing, processed surface, ...).
- Several useful keywords copied from the GALEX header (ZPMAG, exposure times, ...).
Detailed description
IDENT
The ident column contains the original CFHTLS ident if only one prior catalog was used. For W1 fields, as we use several prior catalogs to cover a GALEX field, we need to produce a unique ident. Hence, the CFHTLS ident are shifted with an offset, whose value can be found in the IDOFFSET FITS keyword.
IDENT = IDENT_CAT1 + (OFFSET + IDENT_CAT2) + (2*OFFSET + IDENT_CAT3) + ...If you need to retrieve the original CFHTLS ident for a given source, you must subtract N * IDOFFSET, where N is the index of the origin CFHTLS catalog in the OPTCAT FITS keyword. IDOFFSET is computed as the power of 10 above the maximum ident in all the source catalogs. Typically IDOFFSET = 1000000.
The OPTCAT FITS keyword contain the complete list of prior catalogs that have been given as input to EMPhot (for XMMLSS/W1 this is the list of all the CFHTLS catalogs for that region). The PRIORLST FITS keyword contain the subset of catalogs that actually have priors in the current GALEX field. The CFHTLS_CAT column can be used to retrieve the name of the original CFHTLS catalog containing this source (it refers to a FITS catalog as we converted CFHTLS ascii catalogs to FITS).
FLUX AND MAG UNITS
FLUX_ and MAG_ columns use the same units as the GALEX columns: fluxes in counts per second, and magnitudes computed with the formula:
\begin{equation*} MAG = -2.5 \log_{10}( FLUX ) + ZPMAG \end{equation*}where ZPMAG = 20.08 (NUV) and 18.82 (FUV).
SNR
The SNR is computed as the ratio of the flux and the flux error:
\begin{equation*} SNR = \frac{FLUX}{FLUX_{err}} \end{equation*}
FLAGS
The NUV_FLAG and FUV_FLAG columns consist in a combination of the following binary flags :
- 0/1 : inside a region of the GALEX mask files.
- 0/2 : inside a region of the CFHTLS mask files.
- 0/4 : negative stamps.
INITIAL FLUX AND MAG
The initial values for the iterative algorithm are taken from the U band magnitudes of the CFHTLS. These values are given in the FLUX_INI and MAG_INI columns.
TILES
For the processing, the image is divided with a grid of tiles, whose dimension is given by the TSIZE_X and TSIZE_X FITS header keywords (128 pixels for the current release). The TILE_ columns give values for the tile in which the source lies.
- TILE_LIKHD gives the log likelihood :
\begin{equation*} \log L(\mathbf{x}, \mu) = -\sum_{i=1}^M {\mu_i}+\sum_{i=1}^M x_i\log{\mu_i} \end{equation*}
- TILE_QUIETS_RATE gives the ratio of undetected (unactive) sources over total number of prior. A source is considered unactive if its flux is below the minimum flux (given by the MINFLUX FITS keyword, in number of photons, 10 in this release) at least N times (given by the QUIETNB FITS keyword, 3 in this release).
*_MIX
The *_MIX columns result from the merge of GALEX and EMPhot dirac columns:
We first match EMPhot catalog positions (X,Y) with GALEX original xd-mcat catalog (Tolerance = 2 arcsec).
NOTE: We only consider GALEX sources with a match in EM catalog (with optical counterpart).
If NUV(GALEX) < 21.75 (same for both FUV, NUV filters), we use the GALEX values:
NUV: MAG_MIX = NUV_MAG , MAG_ERR_MIX = NUV_MAGERR FUV: MAG_MIX = FUV_NCAT , MAG_ERR_MIX = FUV_NCAT_ERROtherwise MAG_MIX is the EMPhot magnitude from the dirac method.
Making flags (FLAG_MIX, NFLAG_MIX, IDFLAG_MIX):
We use the SEXtractor ellipses of bright GALEX sources (from GALEX pipeline) to investigate if crowding can affect their photometry :
FLAG_MIX:
- FLAG_MIX=0 : EM phot. & outside ellipses of bright sources
- FLAG_MIX=2 : EM phot. & inside ellipses of bright sources
- FLAG_MIX=1 : GALEX phot. & with no neighbors inside ellipse
- FLAG_MIX=3 : GALEX phot. & with neighbors inside ellipse
NFLAG_MIX:
For each bright GALEX primary source with neighbors inside its ellipse, we measure the number of neighbors within 4 range of flux ratios (F_neighbor / F_galex_primary):
N1 = Number of neighbors with Fnei/Fgal < 1/10 N2 = Number of neighbors with 1/10 < Fnei/Fgal < 1/2 N3 = " " 1/2 < Fnei/Fgal < 2 N4 = " " Fnei/Fgal > 2
- we force N1,N2,N3,N4 < 10 so that NFLAG_MIX = N1 + N2*10 + N3*100 + N4*1000
- Both the primary GALEX source and its neighbors share the same NFLAG_MIX.
- All neighbors have the ID of the GALEX primary source saved in IDFLAG_MIX.
A primary GALEX source with FLAG_MIX=3 (with some neighbors) and with NFLAG_MIX<10 should have a GALEX flux not significantly affected by crowding. If NFLAG_MIX>100 then at least one neighbor has a flux comparable to the primary GALEX source. Therefore pipeline GALEX flux can be uncertain.
Columns from the EMPhot algorithm
Name | Unit | Definition |
---|---|---|
IDENT | [number] | Identifier GREM |
ALPHA | [deg] | Right Ascension GREM (J2000) details |
DELTA | [deg] | Declination GREM (J2000) details |
X_IMAGE | [pixel] | Object position along X |
Y_IMAGE | [pixel] | Object position along Y |
DX_MATCH | [pixel] | X shift due to the astrometric correction |
DY_MATCH | [pixel] | Y shift due to the astrometric correction |
NUV_DX_MAXLIKE | [pixel] | X shift due to the recentering per tile |
FUV_DX_MAXLIKE | [pixel] | X shift due to the recentering per tile |
NUV_DY_MAXLIKE | [pixel] | Y shift due to the recentering per tile |
FUV_DY_MAXLIKE | [pixel] | Y shift due to the recentering per tile |
NUV_TILEX | [number] | X indice of the tile to which the source belongs |
FUV_TILEX | [number] | X indice of the tile to which the source belongs |
NUV_TILEY | [number] | Y indice of the tile to which the source belongs |
FUV_TILEY | [number] | Y indice of the tile to which the source belongs |
A_IMAGE | [number] | Profile RMS along major axis (from CFHTLS, rescaled to galex pixels) |
B_IMAGE | [number] | Profile RMS along minor axis (from CFHTLS, rescaled to galex pixels) |
THETA_IMAGE | [deg] | Position angle (CCW/x) (from CFHTLS, not modified) |
KRON_RADIUS | [pixel] | Kron apertures in units of A or B (from CFHTLS, minored to 3.5) |
NUV_FLUX_STAMP | [flux] | Flux estimated using a stamp psf convolved prior |
NUV_FLUX_DIRAC | [flux] | Flux estimated using a dirac psf convolved prior |
FUV_FLUX_STAMP | [flux] | Flux estimated using a stamp psf convolved prior |
FUV_FLUX_DIRAC | [flux] | Flux estimated using a dirac psf convolved prior |
NUV_FLUX_ERR_STAMP | [flux] | Flux error estimated using a stamp psf convolved prior (details) |
NUV_FLUX_ERR_DIRAC | [flux] | Flux error estimated using a dirac psf convolved prior (details) |
FUV_FLUX_ERR_STAMP | [flux] | Flux error estimated using a stamp psf convolved prior (details) |
FUV_FLUX_ERR_DIRAC | [flux] | Flux error estimated using a dirac psf convolved prior (details) |
NUV_SNR_STAMP | [number] | Signal to noise ratio with a stamp psf convolved prior |
NUV_SNR_DIRAC | [number] | Signal to noise ratio with a dirac psf convolved prior |
FUV_SNR_STAMP | [number] | Signal to noise ratio with a stamp psf convolved prior |
FUV_SNR_DIRAC | [number] | Signal to noise ratio with a dirac psf convolved prior |
NUV_MAG_STAMP | [mag] | Mag estimated using a stamp psf convolved prior |
NUV_MAG_DIRAC | [mag] | Mag estimated using a dirac psf convolved prior |
FUV_MAG_STAMP | [mag] | Mag estimated using a stamp psf convolved prior |
FUV_MAG_DIRAC | [mag] | Mag estimated using a dirac psf convolved prior |
NUV_MAG_ERR_STAMP | [mag] | Mag error estimated using a stamp psf convolved prior (details) |
NUV_MAG_ERR_DIRAC | [mag] | Mag error estimated using a dirac psf convolved prior (details) |
FUV_MAG_ERR_STAMP | [mag] | Mag error estimated using a stamp psf convolved prior (details) |
FUV_MAG_ERR_DIRAC | [mag] | Mag error estimated using a dirac psf convolved prior (details) |
NUV_BACKGD_STAMP | [?] | Mean estimated background under the object, with stamp psf convolved prior |
NUV_BACKGD_DIRAC | [?] | Mean estimated background under the object, with dirac psf convolved prior |
FUV_BACKGD_STAMP | [?] | Mean estimated background under the object, with stamp psf convolved prior |
FUV_BACKGD_DIRAC | [?] | Mean estimated background under the object, with dirac psf convolved prior |
NUV_FLAG | [number] | Flag |
FUV_FLAG | [number] | Flag |
FLUX_INI | [flux] | Inital flux given to the iterative estimation |
MAG_INI | [mag] | Inital mag given to the iterative estimation |
NUV_NC_R1 | [number] | NUV neighbor count in radius R1 (5") |
FUV_NC_R1 | [number] | FUV neighbor count in radius R1 (5") |
NUV_NC_R2 | [number] | NUV neighbor count in radius R2 (10") |
FUV_NC_R2 | [number] | FUV neighbor count in radius R2 (10") |
NUV_NC_R3 | [number] | NUV neighbor count in radius R3 (30") |
FUV_NC_R3 | [number] | FUV neighbor count in radius R3 (30") |
NUV_NN_DIST | [arcsec] | Distance to the NUV nearest neighbor |
FUV_NN_DIST | [arcsec] | Distance to the FUV nearest neighbor |
NUV_MAG_MIX | [mag] | Mixed GALEX / EMPhot magnitude (see above) |
FUV_MAG_MIX | [mag] | Mixed GALEX / EMPhot magnitude (see above) |
NUV_MAG_ERR_MIX | [mag] | Mixed GALEX / EMPhot magnitude error (see above) |
FUV_MAG_ERR_MIX | [mag] | Mixed GALEX / EMPhot magnitude error (see above) |
NUV_FLAG_MIX | [number] | Mixed GALEX / EMPhot flag (see above) |
FUV_FLAG_MIX | [number] | Mixed GALEX / EMPhot flag (see above) |
NUV_NFLAG_MIX | [number] | Mixed GALEX / EMPhot neighbors (see above) |
FUV_NFLAG_MIX | [number] | Mixed GALEX / EMPhot neighbors (see above) |
NUV_IDFLAG_MIX | [number] | Mixed GALEX / EMPhot ID (see above) |
FUV_IDFLAG_MIX | [number] | Mixed GALEX / EMPhot ID (see above) |
TILE_LIKHD | [number] | Log likelihood value of the whole tile to which the source belongs |
TILE_MNBKGD | [number] | Mean NUV background in the tile to which the source belongs |
TILE_NOPT | [number] | Number of priors in the tile to which the source belongs |
TILE_QUIETS_RATE | [number] | Ratio of undetected sources over total number of prior |
TILE_TTLFLUX | [number] | Total estimated flux |
PRIOR_CAT | [string] | Name of the prior catalog for this source |
CFHTLS_CAT | [string] | Name of the original CFHTLS catalog for this source |
Columns from the CFHTLS catalog
The columns with a _CFHTLS suffix are simply copied from the CFHTLS catalogs. Two additionnal columns are added to reference the CFHTLS catalogs that have been used to process the field. For each source, CFHTLS_CAT gives the U band CFHTLS catalog (converted to FITS) and PRIOR_CAT is the the corresponding prior catalog.
A prior catalog consists in a selection of several columns of the UGRIZ CFHTLS catalog (IDENT, ALPHA, DELTA, UGRIZ magnitudes), merged with some columns of the U band catalog (A_WORLD, B_WORLD, THETA_IMAGE, KRON_RADIUS).
Name | Unit | Definition |
---|---|---|
IDENT_CFHTLS | [number] | Indent |
ALPHA_CFHTLS | [deg] | Right ascension of barycenter (J2000) details |
DELTA_CFHTLS | [deg] | Declination of barycenter (J2000) details |
CLASS_STAR_CFHTLS | S/G classifier output | |
U_STAR_CFHTLS | [mag] | Object's MAG_AUTO (Kron-like elliptical aperture magnitude) |
G_PRIME_CFHTLS | [mag] | Object's MAG_AUTO (Kron-like elliptical aperture magnitude) |
R_PRIME_CFHTLS | [mag] | Object's MAG_AUTO (Kron-like elliptical aperture magnitude) |
I_PRIME_CFHTLS | [mag] | Object's MAG_AUTO (Kron-like elliptical aperture magnitude) |
Z_PRIME_CFHTLS | [mag] | Object's MAG_AUTO (Kron-like elliptical aperture magnitude) |
Columns from the GALEX catalog
Name | Unit | Definition |
---|---|---|
NUV_MAG_GALEX | [mag] | NUV calibrated AB magnitude |
NUV_MAGERR_GALEX | [mag] | NUV calibrated AB magnitude error |
FUV_MAG_GALEX | [mag] | FUV calibrated AB magnitude |
FUV_MAGERR_GALEX | [mag] | FUV calibrated AB magnitude error |
NUV_MAG_APER7_GALEX | [mag] | Magnitude aperture (23.000) |
NUV_MAGERR_APER7_GALEX | [mag] | Magnitude error aperture (23.000) |
FUV_MAG_APER7_GALEX | [mag] | Magnitude aperture (23.000) |
FUV_MAGERR_APER7_GALEX | [mag] | Magnitude error aperture (23.000) |
NUV_ALPHA_J2000_GALEX | [deg] | Right ascension of barycenter (J2000) |
NUV_DELTA_J2000_GALEX | [deg] | Declination of barycenter (J2000) |
NUV_X_IMAGE_GALEX | [pixel] | Object position along x |
NUV_Y_IMAGE_GALEX | [pixel] | Object position along y |
FUV_ALPHA_J2000_GALEX | [deg] | Right ascension of barycenter (J2000) |
FUV_DELTA_J2000_GALEX | [deg] | Declination of barycenter (J2000) |
FUV_X_IMAGE_GALEX | [pixel] | Object position along x |
FUV_Y_IMAGE_GALEX | [pixel] | Object position along y |
NUV_A_IMAGE_GALEX | [number] | Profile RMS along major axis |
NUV_B_IMAGE_GALEX | [number] | Profile RMS along minor axis |
NUV_THETA_IMAGE_GALEX | [deg] | Position angle (CCW/x) |
NUV_KRON_RADIUS_GALEX | [pixel] | Kron apertures in units of A or B |
NUV_ISOAREA_IMAGE_GALEX | [number] | Isophotal area above Analysis threshold |
NUV_KRONAREA_IMAGE_GALEX | ||
NUV_MU_MAX_GALEX | [number] | Peak surface brightness above background |
NUV_FOV_RADIUS_GALEX | [deg] | Distance from center of FOV in degrees |
NUV_CN_RADIUS_GALEX | [arcsec] | Closest neighbor radius in arcseconds |
NUV_CN_MAG_GALEX | [mag] | Closest neighbor NUV AB magnitude |
NUV_SKYBG_GALEX | [flux] | NUV sky background (photons/sec/sq.arcsec) |
FUV_CN_MAG_GALEX | [mag] | Closest neighbor FUV AB magnitude |
FUV_SKYBG_GALEX | [flux] | FUV sky background (photons/sec/sq.arcsec) |