COSMOS-Web DR1 Catalog

COSMOS2025: The COSMOS-Web galaxy catalog of photometry, morphology, and physical parameters from JWST, HST and ground-based imaging

Authors: M. Shuntov, H. B. Akins, L. Paquereau, C. M. Casey, O. Ilbert, R. C. Arango-Toro, H. J. McCracken, M. Franco, S. Harish, J. S. Kartaltepe, A. M. Koekemoer, L. Yang, M. Huertas-Company et al.

This README describes briefly the COSMOS-Web catalog and its contents. The catalog can be downloaded here.

The methodology to construct the catalog is summarized in the flowchart below. For more details, please refer to the catalog paper.

Want some guidance?

We provide a simple tutorial notebook here to help you get started using the catalog for your science.

Catalog Extensions

The catalog fits file has multiple extensions containing different products (e.g., photometry, photo-z, physical parameters, morphological parameters). It has the following structure

Filename: COSMOSWeb_mastercatalog_v1.fits

No.	Header name	Description	No. columns
1	PHOTOMETRY HOTCOLD AND SE++	Hot+cold PSF homogenized and aperture corrected photometry, SE++ model photometry	287
2	LEPHARE	LePHARE photo-z and physical parameters obtained using the SE++ 34-band model photometry	43
3	SE++APER	non-PSF homogenized aperture photometry from SE++	148
4	CIGALE	CIGALE output (Arango-Toro+24)	54
5	ML-MORPHO	Morphological classification from ML (Huertas-Company+25)	150
6	B+D	B+D model measurements from SE++	461

Detailed Column Descriptions

1: Photometry (PSF-homogenized Aperture and SE++ Model-Based)

Click to expand

Column Name	Description
`id`	Unique ID of the source
`segment-id`	ID that corresponds to the segmentation map for a given tile. The combination of `tile` and `segment-id` is unique.
`tile`	Tile (A1–B10)
`id_specz_khostovan25`	Unique ID of the source corresponding to the `Id_specz` of the Khostovan et al. (2025) spec-z compilation. -999 if no specz match
`ra`	Right ascension in the detection catalog
`dec`	Declination ascension in the detection catalog
`x_image`	x-coordinate in given tile
`y_image`	y-coordinate in given tile
`a_image`	Isophotal major axis in pixels
`b_image`	Isophotal minor axis in pixels
`theta_image`	Isophotal image position angle (relative to the image x-axis)
`theta_world`	Isophotoal position angle (N of E, offset 20 deg)
`chi2_max`	Peak value of the chi2pos detection image within r=0.1 of the source centroid
`mode`	Detection mode (hot or cold) this source was identified with
`snr_hst-f814w`	Detection significance, measured from native-resolution (i.e. non-PSF homogenized) images in 0.2 diameter apertures
`wht_hst-f814w`	Median value of the WHT map in a 0.2 diameter aperture
`flux_auto_hst-f814w`	Flux, measured in small elliptical apertures with Kron aperture correction and PSF correction applied [microJy]
`flux_err_auto_hst-f814w`	Flux, adding in quadrature the propagated uncertainty from the ERR map with the random-aperture noise measurements [microJy]
`mag_auto_hst-f814w`	Magnitude, computed from the auto flux AB mag
`flux_aper_hst-f814w`	Flux, measured in circular apertures (diameters 0.2, 0.3, 0.5,0.75, and 1), with no PSF correction applied [microJy]
`flux_err_aper_hst-f814w`	Flux, uncertainty, computed as described for `flux_err_auto_` [microJy]
`mag_aper_hst-f814w`	Magnitude, computed from the aper flux [AB mag]
`snr_f115w`	Detection significance, measured from native-resolution (i.e. non-PSF homogenized) images in 0.2 diameter apertures
`wht_f115w`	Median value of the WHT map in a 0.2 diameter aperture
`flux_auto_f115w`	Flux, measured in small elliptical apertures with Kron aperture correction and PSF correction applied [microJy]
`flux_err_auto_f115w`	Flux, adding in quadrature the propagated uncertainty from the ERR map with the random-aperture noise measurements [microJy]
`mag_auto_f115w`	Magnitude, computed from the auto flux AB mag
`flux_aper_f115w`	Flux, measured in circular apertures (diameters 0.2, 0.3, 0.5,0.75, and 1), with no PSF correction applied [microJy]
`flux_err_aper_f115w`	Flux, uncertainty, computed as described for `flux_err_auto_` [microJy]
`mag_aper_f115w`	Magnitude, computed from the aper flux [AB mag]
`snr_f150w`	Detection significance, measured from native-resolution (i.e. non-PSF homogenized) images in 0.2 diameter apertures
`wht_f150w`	Median value of the WHT map in a 0.2 diameter aperture
`flux_auto_f150w`	Flux, measured in small elliptical apertures with Kron aperture correction and PSF correction applied [microJy]
`flux_err_auto_f150w`	Flux, adding in quadrature the propagated uncertainty from the ERR map with the random-aperture noise measurements [microJy]
`mag_auto_f150w`	Magnitude, computed from the auto flux AB mag
`flux_aper_f150w`	Flux, measured in circular apertures (diameters 0.2, 0.3, 0.5,0.75, and 1), with no PSF correction applied [microJy]
`flux_err_aper_f150w`	Flux, uncertainty, computed as described for `flux_err_auto_` [microJy]
`mag_aper_f150w`	Magnitude, computed from the aper flux [AB mag]
`snr_f277w`	Detection significance, measured from native-resolution (i.e. non-PSF homogenized) images in 0.2 diameter apertures
`wht_f277w`	Median value of the WHT map in a 0.2 diameter aperture
`flux_auto_f277w`	Flux, measured in small elliptical apertures with Kron aperture correction and PSF correction applied [microJy]
`flux_err_auto_f277w`	Flux, adding in quadrature the propagated uncertainty from the ERR map with the random-aperture noise measurements [microJy]
`mag_auto_f277w`	Magnitude, computed from the auto flux AB mag
`flux_aper_f277w`	Flux, measured in circular apertures (diameters 0.2, 0.3, 0.5,0.75, and 1), with no PSF correction applied [microJy]
`flux_err_aper_f277w`	Flux, uncertainty, computed as described for `flux_err_auto_` [microJy]
`mag_aper_f277w`	Magnitude, computed from the aper flux [AB mag]
`snr_f444w`	Detection significance, measured from native-resolution (i.e. non-PSF homogenized) images in 0.2 diameter apertures
`wht_f444w`	Median value of the WHT map in a 0.2 diameter aperture
`flux_auto_f444w`	Flux, measured in small elliptical apertures with Kron aperture correction and PSF correction applied [microJy]
`flux_err_auto_f444w`	Flux, adding in quadrature the propagated uncertainty from the ERR map with the random-aperture noise measurements [microJy]
`mag_auto_f444w`	Magnitude, computed from the auto flux AB mag
`flux_aper_f444w`	Flux, measured in circular apertures (diameters 0.2, 0.3, 0.5,0.75, and 1), with no PSF correction applied [microJy]
`flux_err_aper_f444w`	Flux, uncertainty, computed as described for `flux_err_auto_` [microJy]
`mag_aper_f444w`	Magnitude, computed from the aper flux [AB mag]
`snr_f770w`	Detection significance, measured from native-resolution (i.e. non-PSF homogenized) images in 0.2 diameter apertures
`wht_f770w`	Median value of the WHT map in a 0.2 diameter aperture
`flux_auto_f770w`	Flux, measured in small elliptical apertures with Kron aperture correction and PSF correction applied [microJy]
`flux_err_auto_f770w`	Flux, adding in quadrature the propagated uncertainty from the ERR map with the random-aperture noise measurements [microJy]
`mag_auto_f770w`	Magnitude, computed from the auto flux AB mag
`flux_aper_f770w`	Flux, measured in circular apertures (diameters 0.2, 0.3, 0.5,0.75, and 1), with no PSF correction applied [microJy]
`flux_err_aper_f770w`	Flux, uncertainty, computed as described for `flux_err_auto_` [microJy]
`mag_aper_f770w`	Magnitude, computed from the aper flux [AB mag]
`c_f444w`	Compactness in F444W; defined as the ratio of f(d=0.2)/f(d=0.5)
`fwhm`	FWHM
`mu_max_hst-f814w`	Peak surface brightness above the background
`mu_max_f115w`	Peak surface brightness above the background
`mu_max_f150w`	Peak surface brightness above the background
`mu_max_f277w`	Peak surface brightness above the background
`mu_max_f444w`	Peak surface brightness above the background
`mu_max_f770w`	Peak surface brightness above the background
`kron_rad`	Semi-major (a) and Semi-minor (b) axis of kron ellipse 1 or 2
`kron1_a`	Semi-major (a) and Semi-minor (b) axis of kron ellipse 1 or 2
`kron1_b`	Semi-major (a) and Semi-minor (b) axis of kron ellipse 1 or 2
`kron1_area`	Area of kron aperture 1 or 2
`kron2_a`	Semi-major (a) and Semi-minor (b) axis of kron ellipse 1 or 2
`kron2_b`	Semi-major (a) and Semi-minor (b) axis of kron ellipse 1 or 2
`kron2_area`	Area of kron aperture 1 or 2
`seg_area`	Area of segmentation mask
`kron_corr`	Correction, already applied, from the F444W flux in the small elliptical aperture kron1 to the default Kron aperture kron2
`kron_f444w_psf_corr`	Correction, already applied (to ACS+NIRCam bands), for the F444W PSF flux that falls outside the large kron2 aperture
`kron_f770w_psf_corr`	Correction, already applied (to F770W), for the F770W PSF flux that falls outside the large kron2 aperture
`kron_f770w_ap_corr`	Additional correction for F770W, already applied, accounting for the larger PSF relative to F444W
`flag_star`	Flag if 0-80 percent of source pixels overlap the starmask defined on the JWST/NIRCam images
`flag_blend`	Flag if kron aperture correction >3, i.e. source is blended in F444W
`ra_model`	Right ascension of the modeled source
`dec_model`	Right ascension in the modeled source
`radius_sersic`	Effective radius of the Sersic model [deg]
`radius_sersic_err`	Effective radius error of the Sersic model [deg]
`axratio_sersic`	Axis ratio of the Sersic model
`axratio_sersic_err`	Axis ratio error of the Sersic model [deg]
`sersic`	Sersic index
`sersic_err`	Sersic index error
`angle_sersic`	Angle of the Sersic model in world coordinates
`angle_sersic_err`	Angle error of the Sersic model in world coordinates
`e1`	Ellipticity component 1
`e1_err`	Ellipticity component 1 error
`e2`	Ellipticity component 2
`e2_err`	Ellipticity component 2 error
`fmf_chi2`	Reduced chi^2 of the model
`group_id`	ID of the group of sources that is fitted together
`mag_model_f115w`	Sersic model total AB magnitude
`mag_model_f150w`	Sersic model total AB magnitude
`mag_model_f277w`	Sersic model total AB magnitude
`mag_model_f444w`	Sersic model total AB magnitude
`mag_model_hst-f814w`	Sersic model total AB magnitude
`mag_model_f770w`	Sersic model total AB magnitude
`mag_model_cfht-u`	Sersic model total AB magnitude
`mag_model_hsc-g`	Sersic model total AB magnitude
`mag_model_hsc-r`	Sersic model total AB magnitude
`mag_model_hsc-i`	Sersic model total AB magnitude
`mag_model_hsc-z`	Sersic model total AB magnitude
`mag_model_hsc-y`	Sersic model total AB magnitude
`mag_model_hsc-nb0816`	Sersic model total AB magnitude
`mag_model_hsc-nb0921`	Sersic model total AB magnitude
`mag_model_hsc-nb1010`	Sersic model total AB magnitude
`mag_model_uvista-y`	Sersic model total AB magnitude
`mag_model_uvista-j`	Sersic model total AB magnitude
`mag_model_uvista-h`	Sersic model total AB magnitude
`mag_model_uvista-ks`	Sersic model total AB magnitude
`mag_model_uvista-nb118`	Sersic model total AB magnitude
`mag_model_sc-ia484`	Sersic model total AB magnitude
`mag_model_sc-ia527`	Sersic model total AB magnitude
`mag_model_sc-ia624`	Sersic model total AB magnitude
`mag_model_sc-ia679`	Sersic model total AB magnitude
`mag_model_sc-ia738`	Sersic model total AB magnitude
`mag_model_sc-ia767`	Sersic model total AB magnitude
`mag_model_sc-ib427`	Sersic model total AB magnitude
`mag_model_sc-ib505`	Sersic model total AB magnitude
`mag_model_sc-ib574`	Sersic model total AB magnitude
`mag_model_sc-ib709`	Sersic model total AB magnitude
`mag_model_sc-ib827`	Sersic model total AB magnitude
`mag_model_sc-nb711`	Sersic model total AB magnitude
`mag_model_sc-nb816`	Sersic model total AB magnitude
`mag_model_irac-ch1`	Sersic model total AB magnitude
`mag_model_irac-ch2`	Sersic model total AB magnitude
`mag_model_irac-ch3`	Sersic model total AB magnitude
`mag_model_irac-ch4`	Sersic model total AB magnitude
`mag_err_model_f115w`	Sersic model total AB magnitude uncertainty (uncalibrated)
`mag_err_model_f150w`	Sersic model total AB magnitude uncertainty (uncalibrated)
`mag_err_model_f277w`	Sersic model total AB magnitude uncertainty (uncalibrated)
`mag_err_model_f444w`	Sersic model total AB magnitude uncertainty (uncalibrated)
`mag_err_model_hst-f814w`	Sersic model total AB magnitude uncertainty (uncalibrated)
`mag_err_model_f770w`	Sersic model total AB magnitude uncertainty (uncalibrated)
`mag_err_model_cfht-u`	Sersic model total AB magnitude uncertainty (uncalibrated)
`mag_err_model_hsc-g`	Sersic model total AB magnitude uncertainty (uncalibrated)
`mag_err_model_hsc-r`	Sersic model total AB magnitude uncertainty (uncalibrated)
`mag_err_model_hsc-i`	Sersic model total AB magnitude uncertainty (uncalibrated)
`mag_err_model_hsc-z`	Sersic model total AB magnitude uncertainty (uncalibrated)
`mag_err_model_hsc-y`	Sersic model total AB magnitude uncertainty (uncalibrated)
`mag_err_model_hsc-nb0816`	Sersic model total AB magnitude uncertainty (uncalibrated)
`mag_err_model_hsc-nb0921`	Sersic model total AB magnitude uncertainty (uncalibrated)
`mag_err_model_hsc-nb1010`	Sersic model total AB magnitude uncertainty (uncalibrated)
`mag_err_model_uvista-y`	Sersic model total AB magnitude uncertainty (uncalibrated)
`mag_err_model_uvista-j`	Sersic model total AB magnitude uncertainty (uncalibrated)
`mag_err_model_uvista-h`	Sersic model total AB magnitude uncertainty (uncalibrated)
`mag_err_model_uvista-ks`	Sersic model total AB magnitude uncertainty (uncalibrated)
`mag_err_model_uvista-nb118`	Sersic model total AB magnitude uncertainty (uncalibrated)
`mag_err_model_sc-ia484`	Sersic model total AB magnitude uncertainty (uncalibrated)
`mag_err_model_sc-ia527`	Sersic model total AB magnitude uncertainty (uncalibrated)
`mag_err_model_sc-ia624`	Sersic model total AB magnitude uncertainty (uncalibrated)
`mag_err_model_sc-ia679`	Sersic model total AB magnitude uncertainty (uncalibrated)
`mag_err_model_sc-ia738`	Sersic model total AB magnitude uncertainty (uncalibrated)
`mag_err_model_sc-ia767`	Sersic model total AB magnitude uncertainty (uncalibrated)
`mag_err_model_sc-ib427`	Sersic model total AB magnitude uncertainty (uncalibrated)
`mag_err_model_sc-ib505`	Sersic model total AB magnitude uncertainty (uncalibrated)
`mag_err_model_sc-ib574`	Sersic model total AB magnitude uncertainty (uncalibrated)
`mag_err_model_sc-ib709`	Sersic model total AB magnitude uncertainty (uncalibrated)
`mag_err_model_sc-ib827`	Sersic model total AB magnitude uncertainty (uncalibrated)
`mag_err_model_sc-nb711`	Sersic model total AB magnitude uncertainty (uncalibrated)
`mag_err_model_sc-nb816`	Sersic model total AB magnitude uncertainty (uncalibrated)
`mag_err_model_irac-ch1`	Sersic model total AB magnitude uncertainty (uncalibrated)
`mag_err_model_irac-ch2`	Sersic model total AB magnitude uncertainty (uncalibrated)
`mag_err_model_irac-ch3`	Sersic model total AB magnitude uncertainty (uncalibrated)
`mag_err_model_irac-ch4`	Sersic model total AB magnitude uncertainty (uncalibrated)
`flux_model_f115w`	Sersic model total flux [microJy]
`flux_model_f150w`	Sersic model total flux [microJy]
`flux_model_f277w`	Sersic model total flux [microJy]
`flux_model_f444w`	Sersic model total flux [microJy]
`flux_model_hst-f814w`	Sersic model total flux [microJy]
`flux_model_f770w`	Sersic model total flux [microJy]
`flux_model_cfht-u`	Sersic model total flux [microJy]
`flux_model_hsc-g`	Sersic model total flux [microJy]
`flux_model_hsc-r`	Sersic model total flux [microJy]
`flux_model_hsc-i`	Sersic model total flux [microJy]
`flux_model_hsc-z`	Sersic model total flux [microJy]
`flux_model_hsc-y`	Sersic model total flux [microJy]
`flux_model_hsc-nb0816`	Sersic model total flux [microJy]
`flux_model_hsc-nb0921`	Sersic model total flux [microJy]
`flux_model_hsc-nb1010`	Sersic model total flux [microJy]
`flux_model_uvista-y`	Sersic model total flux [microJy]
`flux_model_uvista-j`	Sersic model total flux [microJy]
`flux_model_uvista-h`	Sersic model total flux [microJy]
`flux_model_uvista-ks`	Sersic model total flux [microJy]
`flux_model_uvista-nb118`	Sersic model total flux [microJy]
`flux_model_sc-ia484`	Sersic model total flux [microJy]
`flux_model_sc-ia527`	Sersic model total flux [microJy]
`flux_model_sc-ia624`	Sersic model total flux [microJy]
`flux_model_sc-ia679`	Sersic model total flux [microJy]
`flux_model_sc-ia738`	Sersic model total flux [microJy]
`flux_model_sc-ia767`	Sersic model total flux [microJy]
`flux_model_sc-ib427`	Sersic model total flux [microJy]
`flux_model_sc-ib505`	Sersic model total flux [microJy]
`flux_model_sc-ib574`	Sersic model total flux [microJy]
`flux_model_sc-ib709`	Sersic model total flux [microJy]
`flux_model_sc-ib827`	Sersic model total flux [microJy]
`flux_model_sc-nb711`	Sersic model total flux [microJy]
`flux_model_sc-nb816`	Sersic model total flux [microJy]
`flux_model_irac-ch1`	Sersic model total flux [microJy]
`flux_model_irac-ch2`	Sersic model total flux [microJy]
`flux_model_irac-ch3`	Sersic model total flux [microJy]
`flux_model_irac-ch4`	Sersic model total flux [microJy]
`flux_err-uncal_model_f115w`	Sersic model total flux uncertainty (uncalibrated) [microJy]
`flux_err-uncal_model_f150w`	Sersic model total flux uncertainty (uncalibrated) [microJy]
`flux_err-uncal_model_f277w`	Sersic model total flux uncertainty (uncalibrated) [microJy]
`flux_err-uncal_model_f444w`	Sersic model total flux uncertainty (uncalibrated) [microJy]
`flux_err-uncal_model_hst-f814w`	Sersic model total flux uncertainty (uncalibrated) [microJy]
`flux_err-uncal_model_f770w`	Sersic model total flux uncertainty (uncalibrated) [microJy]
`flux_err-uncal_model_cfht-u`	Sersic model total flux uncertainty (uncalibrated) [microJy]
`flux_err-uncal_model_hsc-g`	Sersic model total flux uncertainty (uncalibrated) [microJy]
`flux_err-uncal_model_hsc-r`	Sersic model total flux uncertainty (uncalibrated) [microJy]
`flux_err-uncal_model_hsc-i`	Sersic model total flux uncertainty (uncalibrated) [microJy]
`flux_err-uncal_model_hsc-z`	Sersic model total flux uncertainty (uncalibrated) [microJy]
`flux_err-uncal_model_hsc-y`	Sersic model total flux uncertainty (uncalibrated) [microJy]
`flux_err-uncal_model_hsc-nb0816`	Sersic model total flux uncertainty (uncalibrated) [microJy]
`flux_err-uncal_model_hsc-nb0921`	Sersic model total flux uncertainty (uncalibrated) [microJy]
`flux_err-uncal_model_hsc-nb1010`	Sersic model total flux uncertainty (uncalibrated) [microJy]
`flux_err-uncal_model_uvista-y`	Sersic model total flux uncertainty (uncalibrated) [microJy]
`flux_err-uncal_model_uvista-j`	Sersic model total flux uncertainty (uncalibrated) [microJy]
`flux_err-uncal_model_uvista-h`	Sersic model total flux uncertainty (uncalibrated) [microJy]
`flux_err-uncal_model_uvista-ks`	Sersic model total flux uncertainty (uncalibrated) [microJy]
`flux_err-uncal_model_uvista-nb118`	Sersic model total flux uncertainty (uncalibrated) [microJy]
`flux_err-uncal_model_sc-ia484`	Sersic model total flux uncertainty (uncalibrated) [microJy]
`flux_err-uncal_model_sc-ia527`	Sersic model total flux uncertainty (uncalibrated) [microJy]
`flux_err-uncal_model_sc-ia624`	Sersic model total flux uncertainty (uncalibrated) [microJy]
`flux_err-uncal_model_sc-ia679`	Sersic model total flux uncertainty (uncalibrated) [microJy]
`flux_err-uncal_model_sc-ia738`	Sersic model total flux uncertainty (uncalibrated) [microJy]
`flux_err-uncal_model_sc-ia767`	Sersic model total flux uncertainty (uncalibrated) [microJy]
`flux_err-uncal_model_sc-ib427`	Sersic model total flux uncertainty (uncalibrated) [microJy]
`flux_err-uncal_model_sc-ib505`	Sersic model total flux uncertainty (uncalibrated) [microJy]
`flux_err-uncal_model_sc-ib574`	Sersic model total flux uncertainty (uncalibrated) [microJy]
`flux_err-uncal_model_sc-ib709`	Sersic model total flux uncertainty (uncalibrated) [microJy]
`flux_err-uncal_model_sc-ib827`	Sersic model total flux uncertainty (uncalibrated) [microJy]
`flux_err-uncal_model_sc-nb711`	Sersic model total flux uncertainty (uncalibrated) [microJy]
`flux_err-uncal_model_sc-nb816`	Sersic model total flux uncertainty (uncalibrated) [microJy]
`flux_err-uncal_model_irac-ch1`	Sersic model total flux uncertainty (uncalibrated) [microJy]
`flux_err-uncal_model_irac-ch2`	Sersic model total flux uncertainty (uncalibrated) [microJy]
`flux_err-uncal_model_irac-ch3`	Sersic model total flux uncertainty (uncalibrated) [microJy]
`flux_err-uncal_model_irac-ch4`	Sersic model total flux uncertainty (uncalibrated) [microJy]
`flag_star_hsc`	Flag for sources contaminated by bright stars defined on the HSC images. Affects mostly ground based photometry. 0: good, 1: masked out
`flux_err-cal_model_f115w`	Sersic model total flux uncertainty (calibrated) [microJy]
`flux_err-cal_model_f150w`	Sersic model total flux uncertainty (calibrated) [microJy]
`flux_err-cal_model_f277w`	Sersic model total flux uncertainty (calibrated) [microJy]
`flux_err-cal_model_f444w`	Sersic model total flux uncertainty (calibrated) [microJy]
`flux_err-cal_model_hst-f814w`	Sersic model total flux uncertainty (calibrated) [microJy]
`flux_err-cal_model_f770w`	Sersic model total flux uncertainty (calibrated) [microJy]
`flux_err-cal_model_cfht-u`	Sersic model total flux uncertainty (calibrated) [microJy]
`flux_err-cal_model_hsc-g`	Sersic model total flux uncertainty (calibrated) [microJy]
`flux_err-cal_model_hsc-r`	Sersic model total flux uncertainty (calibrated) [microJy]
`flux_err-cal_model_hsc-i`	Sersic model total flux uncertainty (calibrated) [microJy]
`flux_err-cal_model_hsc-z`	Sersic model total flux uncertainty (calibrated) [microJy]
`flux_err-cal_model_hsc-y`	Sersic model total flux uncertainty (calibrated) [microJy]
`flux_err-cal_model_hsc-nb0816`	Sersic model total flux uncertainty (calibrated) [microJy]
`flux_err-cal_model_hsc-nb0921`	Sersic model total flux uncertainty (calibrated) [microJy]
`flux_err-cal_model_hsc-nb1010`	Sersic model total flux uncertainty (calibrated) [microJy]
`flux_err-cal_model_uvista-y`	Sersic model total flux uncertainty (calibrated) [microJy]
`flux_err-cal_model_uvista-j`	Sersic model total flux uncertainty (calibrated) [microJy]
`flux_err-cal_model_uvista-h`	Sersic model total flux uncertainty (calibrated) [microJy]
`flux_err-cal_model_uvista-ks`	Sersic model total flux uncertainty (calibrated) [microJy]
`flux_err-cal_model_uvista-nb118`	Sersic model total flux uncertainty (calibrated) [microJy]
`flux_err-cal_model_sc-ia484`	Sersic model total flux uncertainty (calibrated) [microJy]
`flux_err-cal_model_sc-ia527`	Sersic model total flux uncertainty (calibrated) [microJy]
`flux_err-cal_model_sc-ia624`	Sersic model total flux uncertainty (calibrated) [microJy]
`flux_err-cal_model_sc-ia679`	Sersic model total flux uncertainty (calibrated) [microJy]
`flux_err-cal_model_sc-ia738`	Sersic model total flux uncertainty (calibrated) [microJy]
`flux_err-cal_model_sc-ia767`	Sersic model total flux uncertainty (calibrated) [microJy]
`flux_err-cal_model_sc-ib427`	Sersic model total flux uncertainty (calibrated) [microJy]
`flux_err-cal_model_sc-ib505`	Sersic model total flux uncertainty (calibrated) [microJy]
`flux_err-cal_model_sc-ib574`	Sersic model total flux uncertainty (calibrated) [microJy]
`flux_err-cal_model_sc-ib709`	Sersic model total flux uncertainty (calibrated) [microJy]
`flux_err-cal_model_sc-ib827`	Sersic model total flux uncertainty (calibrated) [microJy]
`flux_err-cal_model_sc-nb711`	Sersic model total flux uncertainty (calibrated) [microJy]
`flux_err-cal_model_sc-nb816`	Sersic model total flux uncertainty (calibrated) [microJy]
`flux_err-cal_model_irac-ch1`	Sersic model total flux uncertainty (calibrated) [microJy]
`flux_err-cal_model_irac-ch2`	Sersic model total flux uncertainty (calibrated) [microJy]
`flux_err-cal_model_irac-ch3`	Sersic model total flux uncertainty (calibrated) [microJy]
`flux_err-cal_model_irac-ch4`	Sersic model total flux uncertainty (calibrated) [microJy]
`warn_flag`	Warning flag. 0: good object, 1: hot pixel, 2: ground-space inconsistency, 3: ground-space inconsistency, 4,5,6: other artifacts

2: LePhare Photometric Redshifts and Physical Parameters

Click to expand

Column Name	Description
`zfinal`	LePHARE Photometric redshift estimate, taken as the median of the likelihood distribution if the object is a galaxy. Set to 0 for stars and artifacts
`type`	LePHARE classification 0: galaxy, 1: star, 2: qso
`zpdf_med`	Photo-z, median of the zPDF
`zpdf_l68`	Photo-z lower 1sigma confidence value, computed from the zPDF
`zpdf_u68`	Photo-z upper 1sigma confidence value, computed from the zPDF
`zchi2`	Photo-z computed from the minimum chi^2
`chi2_best`	Value of the minimum chi^2 of the best fit galaxy template
`nbfilt`	Number of filters used by LePHARE to do the SED fit
`zp_agn`	Photo-z solution from the best AGN template
`chi2_agn`	Value of the minimum chi^2 of the best agn template
`mod_agn`	Model ID for the AGN template
`mod_star`	Model ID for the star template
`chi_star`	Value of the minimum chi^2 of the best star template
`mod_minchi2_phys`	Model ID for the best fit BC03 template from the physical param. run
`ebv_minchi2`	E(B-V) value from the minimum chi^2
`law_minchi2`	Dust attenuation law from the minimum chi^2. 0: SB_calzetti, 1: Arnouts 2013; 2: Salim 2018
`age_minchi2`	Age from the minimum chi^2
`mass_minchi2`	log stellar mass [Msol] from BC03 best-fit template. Taken at the minimum chi2
`sfr_minchi2`	log SFR [Msol yr-1] from BC03 best-fit template. Taken at the minimum chi2
`ssfr_minchi2`	log sSFR [yr-1] from BC03 best-fit template. Taken at the minimum chi2
`age_l68`	log age [yr] from BC03 best-fit template. lower 68% confidence limit
`age_med`	log age [yr] from BC03 best-fit template. median of the PD
`age_u68`	log age [yr] from BC03 best-fit template. upper 68% confidence limit
`mass_l68`	log stellar mass [Msol] from BC03 best-fit template. lower 68% confidence limit
`mass_med`	log stellar mass [Msol] from BC03 best-fit template. median of the PD
`mass_u68`	log stellar mass [Msol] from BC03 best-fit template. upper 68% confidence limit
`sfr_l68`	log SFR [Msol yr-1] from BC03 best-fit template. lower 68% confidence limit
`sfr_med`	log SFR [Msol yr-1] from BC03 best-fit template. median of the PD
`sfr_u68`	log SFR [Msol yr-1] from BC03 best-fit template. upper 68% confidence limit
`ssfr_l68`	log sSFR [yr-1] from BC03 best-fit() template. lower 68% confidence limit
`ssfr_med`	log sSFR [yr-1] from BC03 best-fit template. median of the PD
`ssfr_u68`	log sSFR [yr-1] from BC03 best-fit template. upper 68% confidence limit
`l_nuv`	NUV band luminosity
`l_r`	R band luminosity
`l_k`	K band luminosity
`mabs_nuv`	NUV absolute magnitude, computed from BC03 best-fit template
`mabs_r`	R absolute magnitude, computed from BC03 best-fit template
`mabs_j`	J absolute magnitude, computed from BC03 best-fit template
`mabs_k`	K absolute magnitude, computed from BC03 best-fit template
`flag_chandra`	If X-ray detected by chandra, then flag=1
`zpdf_med_space`	Photo-z from SED fitting of space-based bands (HST+NIRCam), median of the zPDF
`zpdf_l68_space`	Photo-z lower 1sigma from SED fitting of space-based bands (HST+NIRCam), computed from the zPDF
`zpdf_u68_space`	Photo-z upper 1sigma from SED fitting of space-based bands (HST+NIRCam), computed from the zPDF

3: Non-PSF-homogenized Aperture Photometry

Click to expand

Column Name	Description
`mag_aper_f115w`	Non PSF homogenized aperture magnitude in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_aper_f150w`	Non PSF homogenized aperture magnitude in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_aper_f277w`	Non PSF homogenized aperture magnitude in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_aper_f444w`	Non PSF homogenized aperture magnitude in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_aper_hst-f814w`	Non PSF homogenized aperture magnitude in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_aper_f770w`	Non PSF homogenized aperture magnitude in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_aper_cfht-u`	Non PSF homogenized aperture magnitude in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_aper_hsc-g`	Non PSF homogenized aperture magnitude in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_aper_hsc-r`	Non PSF homogenized aperture magnitude in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_aper_hsc-i`	Non PSF homogenized aperture magnitude in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_aper_hsc-z`	Non PSF homogenized aperture magnitude in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_aper_hsc-y`	Non PSF homogenized aperture magnitude in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_aper_hsc-nb0816`	Non PSF homogenized aperture magnitude in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_aper_hsc-nb0921`	Non PSF homogenized aperture magnitude in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_aper_hsc-nb1010`	Non PSF homogenized aperture magnitude in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_aper_uvista-y`	Non PSF homogenized aperture magnitude in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_aper_uvista-j`	Non PSF homogenized aperture magnitude in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_aper_uvista-h`	Non PSF homogenized aperture magnitude in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_aper_uvista-ks`	Non PSF homogenized aperture magnitude in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_aper_uvista-nb118`	Non PSF homogenized aperture magnitude in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_aper_sc-ia484`	Non PSF homogenized aperture magnitude in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_aper_sc-ia527`	Non PSF homogenized aperture magnitude in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_aper_sc-ia624`	Non PSF homogenized aperture magnitude in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_aper_sc-ia679`	Non PSF homogenized aperture magnitude in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_aper_sc-ia738`	Non PSF homogenized aperture magnitude in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_aper_sc-ia767`	Non PSF homogenized aperture magnitude in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_aper_sc-ib427`	Non PSF homogenized aperture magnitude in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_aper_sc-ib505`	Non PSF homogenized aperture magnitude in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_aper_sc-ib574`	Non PSF homogenized aperture magnitude in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_aper_sc-ib709`	Non PSF homogenized aperture magnitude in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_aper_sc-ib827`	Non PSF homogenized aperture magnitude in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_aper_sc-nb711`	Non PSF homogenized aperture magnitude in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_aper_sc-nb816`	Non PSF homogenized aperture magnitude in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_aper_irac-ch1`	Non PSF homogenized aperture magnitude in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_aper_irac-ch2`	Non PSF homogenized aperture magnitude in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_aper_irac-ch3`	Non PSF homogenized aperture magnitude in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_aper_irac-ch4`	Non PSF homogenized aperture magnitude in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_err_aper_f115w`	Non PSF homogenized aperture magnitude uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_err_aper_f150w`	Non PSF homogenized aperture magnitude uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_err_aper_f277w`	Non PSF homogenized aperture magnitude uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_err_aper_f444w`	Non PSF homogenized aperture magnitude uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_err_aper_hst-f814w`	Non PSF homogenized aperture magnitude uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_err_aper_f770w`	Non PSF homogenized aperture magnitude uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_err_aper_cfht-u`	Non PSF homogenized aperture magnitude uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_err_aper_hsc-g`	Non PSF homogenized aperture magnitude uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_err_aper_hsc-r`	Non PSF homogenized aperture magnitude uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_err_aper_hsc-i`	Non PSF homogenized aperture magnitude uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_err_aper_hsc-z`	Non PSF homogenized aperture magnitude uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_err_aper_hsc-y`	Non PSF homogenized aperture magnitude uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_err_aper_hsc-nb0816`	Non PSF homogenized aperture magnitude uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_err_aper_hsc-nb0921`	Non PSF homogenized aperture magnitude uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_err_aper_hsc-nb1010`	Non PSF homogenized aperture magnitude uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_err_aper_uvista-y`	Non PSF homogenized aperture magnitude uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_err_aper_uvista-j`	Non PSF homogenized aperture magnitude uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_err_aper_uvista-h`	Non PSF homogenized aperture magnitude uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_err_aper_uvista-ks`	Non PSF homogenized aperture magnitude uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_err_aper_uvista-nb118`	Non PSF homogenized aperture magnitude uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_err_aper_sc-ia484`	Non PSF homogenized aperture magnitude uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_err_aper_sc-ia527`	Non PSF homogenized aperture magnitude uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_err_aper_sc-ia624`	Non PSF homogenized aperture magnitude uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_err_aper_sc-ia679`	Non PSF homogenized aperture magnitude uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_err_aper_sc-ia738`	Non PSF homogenized aperture magnitude uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_err_aper_sc-ia767`	Non PSF homogenized aperture magnitude uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_err_aper_sc-ib427`	Non PSF homogenized aperture magnitude uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_err_aper_sc-ib505`	Non PSF homogenized aperture magnitude uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_err_aper_sc-ib574`	Non PSF homogenized aperture magnitude uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_err_aper_sc-ib709`	Non PSF homogenized aperture magnitude uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_err_aper_sc-ib827`	Non PSF homogenized aperture magnitude uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_err_aper_sc-nb711`	Non PSF homogenized aperture magnitude uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_err_aper_sc-nb816`	Non PSF homogenized aperture magnitude uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_err_aper_irac-ch1`	Non PSF homogenized aperture magnitude uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_err_aper_irac-ch2`	Non PSF homogenized aperture magnitude uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_err_aper_irac-ch3`	Non PSF homogenized aperture magnitude uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`mag_err_aper_irac-ch4`	Non PSF homogenized aperture magnitude uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [AB mag]
`flux_aper_f115w`	Non PSF homogenized aperture flux in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_aper_f150w`	Non PSF homogenized aperture flux in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_aper_f277w`	Non PSF homogenized aperture flux in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_aper_f444w`	Non PSF homogenized aperture flux in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_aper_hst-f814w`	Non PSF homogenized aperture flux in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_aper_f770w`	Non PSF homogenized aperture flux in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_aper_cfht-u`	Non PSF homogenized aperture flux in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_aper_hsc-g`	Non PSF homogenized aperture flux in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_aper_hsc-r`	Non PSF homogenized aperture flux in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_aper_hsc-i`	Non PSF homogenized aperture flux in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_aper_hsc-z`	Non PSF homogenized aperture flux in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_aper_hsc-y`	Non PSF homogenized aperture flux in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_aper_hsc-nb0816`	Non PSF homogenized aperture flux in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_aper_hsc-nb0921`	Non PSF homogenized aperture flux in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_aper_hsc-nb1010`	Non PSF homogenized aperture flux in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_aper_uvista-y`	Non PSF homogenized aperture flux in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_aper_uvista-j`	Non PSF homogenized aperture flux in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_aper_uvista-h`	Non PSF homogenized aperture flux in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_aper_uvista-ks`	Non PSF homogenized aperture flux in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_aper_uvista-nb118`	Non PSF homogenized aperture flux in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_aper_sc-ia484`	Non PSF homogenized aperture flux in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_aper_sc-ia527`	Non PSF homogenized aperture flux in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_aper_sc-ia624`	Non PSF homogenized aperture flux in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_aper_sc-ia679`	Non PSF homogenized aperture flux in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_aper_sc-ia738`	Non PSF homogenized aperture flux in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_aper_sc-ia767`	Non PSF homogenized aperture flux in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_aper_sc-ib427`	Non PSF homogenized aperture flux in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_aper_sc-ib505`	Non PSF homogenized aperture flux in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_aper_sc-ib574`	Non PSF homogenized aperture flux in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_aper_sc-ib709`	Non PSF homogenized aperture flux in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_aper_sc-ib827`	Non PSF homogenized aperture flux in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_aper_sc-nb711`	Non PSF homogenized aperture flux in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_aper_sc-nb816`	Non PSF homogenized aperture flux in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_aper_irac-ch1`	Non PSF homogenized aperture flux in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_aper_irac-ch2`	Non PSF homogenized aperture flux in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_aper_irac-ch3`	Non PSF homogenized aperture flux in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_aper_irac-ch4`	Non PSF homogenized aperture flux in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_err_aper_f115w`	Non PSF homogenized aperture flux uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_err_aper_f150w`	Non PSF homogenized aperture flux uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_err_aper_f277w`	Non PSF homogenized aperture flux uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_err_aper_f444w`	Non PSF homogenized aperture flux uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_err_aper_hst-f814w`	Non PSF homogenized aperture flux uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_err_aper_f770w`	Non PSF homogenized aperture flux uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_err_aper_cfht-u`	Non PSF homogenized aperture flux uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_err_aper_hsc-g`	Non PSF homogenized aperture flux uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_err_aper_hsc-r`	Non PSF homogenized aperture flux uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_err_aper_hsc-i`	Non PSF homogenized aperture flux uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_err_aper_hsc-z`	Non PSF homogenized aperture flux uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_err_aper_hsc-y`	Non PSF homogenized aperture flux uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_err_aper_hsc-nb0816`	Non PSF homogenized aperture flux uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_err_aper_hsc-nb0921`	Non PSF homogenized aperture flux uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_err_aper_hsc-nb1010`	Non PSF homogenized aperture flux uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_err_aper_uvista-y`	Non PSF homogenized aperture flux uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_err_aper_uvista-j`	Non PSF homogenized aperture flux uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_err_aper_uvista-h`	Non PSF homogenized aperture flux uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_err_aper_uvista-ks`	Non PSF homogenized aperture flux uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_err_aper_uvista-nb118`	Non PSF homogenized aperture flux uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_err_aper_sc-ia484`	Non PSF homogenized aperture flux uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_err_aper_sc-ia527`	Non PSF homogenized aperture flux uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_err_aper_sc-ia624`	Non PSF homogenized aperture flux uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_err_aper_sc-ia679`	Non PSF homogenized aperture flux uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_err_aper_sc-ia738`	Non PSF homogenized aperture flux uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_err_aper_sc-ia767`	Non PSF homogenized aperture flux uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_err_aper_sc-ib427`	Non PSF homogenized aperture flux uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_err_aper_sc-ib505`	Non PSF homogenized aperture flux uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_err_aper_sc-ib574`	Non PSF homogenized aperture flux uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_err_aper_sc-ib709`	Non PSF homogenized aperture flux uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_err_aper_sc-ib827`	Non PSF homogenized aperture flux uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_err_aper_sc-nb711`	Non PSF homogenized aperture flux uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_err_aper_sc-nb816`	Non PSF homogenized aperture flux uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_err_aper_irac-ch1`	Non PSF homogenized aperture flux uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_err_aper_irac-ch2`	Non PSF homogenized aperture flux uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_err_aper_irac-ch3`	Non PSF homogenized aperture flux uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]
`flux_err_aper_irac-ch4`	Non PSF homogenized aperture flux uncertainty (uncalibrated) in [0.1, 0.25, 0.5, 1.0 and 1.5] arcsecond diameter apertures [microJy]

4: CIGALE Physical Parameters and Non-Parametric SFH

Click to expand

Column Name	Description
`age_form`	Look-back time (lbt) from the epoch of observation to when the galaxy formed 50% of its total stellar mass [Myr]
`age_form_err`	Error in `age_form` [Myr]
`sfr_mass_vector_dir`	Direction of the displacement vector in the SFR-M* plane over 250 Myr (lbt) [degrees]
`sfr_mass_vector_dir_err`	Error in the direction of displacement vector [degrees]
`sfh_sfr_bin1`	Normalized star formation rate in time bin 1 (SFR divided by total integrated SFH) [1/yr]
`sfh_sfr_bin1_err`	Error in normalized SFR in time bin 1 [1/yr]
`sfh_sfr_bin2`	Normalized star formation rate in time bin 2 [1/yr]
`sfh_sfr_bin2_err`	Error in normalized SFR in time bin 2 [1/yr]
`sfh_sfr_bin3`	Normalized star formation rate in time bin 3 [1/yr]
`sfh_sfr_bin3_err`	Error in normalized SFR in time bin 3 [1/yr]
`sfh_sfr_bin4`	Normalized star formation rate in time bin 4 [1/yr]
`sfh_sfr_bin4_err`	Error in normalized SFR in time bin 4 [1/yr]
`sfh_sfr_bin5`	Normalized star formation rate in time bin 5 [1/yr]
`sfh_sfr_bin5_err`	Error in normalized SFR in time bin 5 [1/yr]
`sfh_sfr_bin6`	Normalized star formation rate in time bin 6 [1/yr]
`sfh_sfr_bin6_err`	Error in normalized SFR in time bin 6 [1/yr]
`sfh_sfr_bin7`	Normalized star formation rate in time bin 7 [1/yr]
`sfh_sfr_bin7_err`	Error in normalized SFR in time bin 7 [1/yr]
`sfh_sfr_bin8`	Normalized star formation rate in time bin 8 [1/yr]
`sfh_sfr_bin8_err`	Error in normalized SFR in time bin 8 [1/yr]
`sfh_sfr_bin9`	Normalized star formation rate in time bin 9 [1/yr]
`sfh_sfr_bin9_err`	Error in normalized SFR in time bin 9 [1/yr]
`sfr_mass_vector_norm`	Normalization of the displacement vector in SFR-M* plane over 250 Myr (lbt) [dex/Myr]
`sfr_mass_vector_norm_err`	Error in vector normalization
`sfh_time_bin1`	Time corresponding to SFR bin 1 (lbt) [Myr]
`sfh_time_bin1_err`	Error in time for SFR bin 1 [Myr]
`sfh_time_bin2`	Time corresponding to SFR bin 2 [Myr]
`sfh_time_bin2_err`	Error in time for SFR bin 2 [Myr]
`sfh_time_bin3`	Time corresponding to SFR bin 3 [Myr]
`sfh_time_bin3_err`	Error in time for SFR bin 3 [Myr]
`sfh_time_bin4`	Time corresponding to SFR bin 4 [Myr]
`sfh_time_bin4_err`	Error in time for SFR bin 4 [Myr]
`sfh_time_bin5`	Time corresponding to SFR bin 5 [Myr]
`sfh_time_bin5_err`	Error in time for SFR bin 5 [Myr]
`sfh_time_bin6`	Time corresponding to SFR bin 6 [Myr]
`sfh_time_bin6_err`	Error in time for SFR bin 6 [Myr]
`sfh_time_bin7`	Time corresponding to SFR bin 7 [Myr]
`sfh_time_bin7_err`	Error in time for SFR bin 7 [Myr]
`sfh_time_bin8`	Time corresponding to SFR bin 8 [Myr]
`sfh_time_bin8_err`	Error in time for SFR bin 8 [Myr]
`sfh_time_bin9`	Time corresponding to SFR bin 9 [Myr]
`sfh_time_bin9_err`	Error in time for SFR bin 9 [Myr]
`metallicity`	Metallicity of the stellar population (mass fraction, e.g. 0.02 = solar metallicity) [dimensionless]
`metallicity_err`	Error in stellar metallicity [dimensionless]
`sfh_integrated`	Total integrated star formation history [M_sol]
`sfh_integrated_err`	Error in `sfh_integrated` [M_sol]
`sfr_inst`	Current star formation rate [M_sol/yr]
`sfr_inst_err`	Error in current SFR [M_sol/yr]
`sfr_100myr`	SFR over the last 100 Myr (lbt) [M_sol/yr]
`sfr_100myr_err`	Error in `sfr_100myr` [M_sol/yr]
`mass`	Stellar mass of the galaxy [M_sol]
`mass_err`	Error in stellar mass [M_sol]
`chi2_best_fit`	Chi-squared value of the best-fit model [dimensionless]
`chi2_red_best_fit`	Reduced chi-squared value of the best-fit model [dimensionless]

5: Machine Learning Morphological Classification

Click to expand

Column Name	Description
`sph_0_f150w`	Probability of being classified as Spheroid in F150W filter, bin 0/10
`disk_0_f150w`	Probability of being classified as Disk in F150W filter, bin 0/10
`irr_0_f150w`	Probability of being classified as Irregular in F150W filter, bin 0/10
`bd_0_f150w`	Probability of being classified as Bulge-dominated in F150W filter, bin 0/10
`sph_1_f150w`	Probability of being classified as Spheroid in F150W filter, bin 1/10
`disk_1_f150w`	Probability of being classified as Disk in F150W filter, bin 1/10
`irr_1_f150w`	Probability of being classified as Irregular in F150W filter, bin 1/10
`bd_1_f150w`	Probability of being classified as Bulge-dominated in F150W filter, bin 1/10
`sph_2_f150w`	Probability of being classified as Spheroid in F150W filter, bin 2/10
`disk_2_f150w`	Probability of being classified as Disk in F150W filter, bin 2/10
`irr_2_f150w`	Probability of being classified as Irregular in F150W filter, bin 2/10
`bd_2_f150w`	Probability of being classified as Bulge-dominated in F150W filter, bin 2/10
`sph_3_f150w`	Probability of being classified as Spheroid in F150W filter, bin 3/10
`disk_3_f150w`	Probability of being classified as Disk in F150W filter, bin 3/10
`irr_3_f150w`	Probability of being classified as Irregular in F150W filter, bin 3/10
`bd_3_f150w`	Probability of being classified as Bulge-dominated in F150W filter, bin 3/10
`sph_4_f150w`	Probability of being classified as Spheroid in F150W filter, bin 4/10
`disk_4_f150w`	Probability of being classified as Disk in F150W filter, bin 4/10
`irr_4_f150w`	Probability of being classified as Irregular in F150W filter, bin 4/10
`bd_4_f150w`	Probability of being classified as Bulge-dominated in F150W filter, bin 4/10
`sph_5_f150w`	Probability of being classified as Spheroid in F150W filter, bin 5/10
`disk_5_f150w`	Probability of being classified as Disk in F150W filter, bin 5/10
`irr_5_f150w`	Probability of being classified as Irregular in F150W filter, bin 5/10
`bd_5_f150w`	Probability of being classified as Bulge-dominated in F150W filter, bin 5/10
`sph_6_f150w`	Probability of being classified as Spheroid in F150W filter, bin 6/10
`disk_6_f150w`	Probability of being classified as Disk in F150W filter, bin 6/10
`irr_6_f150w`	Probability of being classified as Irregular in F150W filter, bin 6/10
`bd_6_f150w`	Probability of being classified as Bulge-dominated in F150W filter, bin 6/10
`sph_7_f150w`	Probability of being classified as Spheroid in F150W filter, bin 7/10
`disk_7_f150w`	Probability of being classified as Disk in F150W filter, bin 7/10
`irr_7_f150w`	Probability of being classified as Irregular in F150W filter, bin 7/10
`bd_7_f150w`	Probability of being classified as Bulge-dominated in F150W filter, bin 7/10
`sph_8_f150w`	Probability of being classified as Spheroid in F150W filter, bin 8/10
`disk_8_f150w`	Probability of being classified as Disk in F150W filter, bin 8/10
`irr_8_f150w`	Probability of being classified as Irregular in F150W filter, bin 8/10
`bd_8_f150w`	Probability of being classified as Bulge-dominated in F150W filter, bin 8/10
`sph_9_f150w`	Probability of being classified as Spheroid in F150W filter, bin 9/10
`disk_9_f150w`	Probability of being classified as Disk in F150W filter, bin 9/10
`irr_9_f150w`	Probability of being classified as Irregular in F150W filter, bin 9/10
`bd_9_f150w`	Probability of being classified as Bulge-dominated in F150W filter, bin 9/10
`sph_0_f277w`	Probability of being classified as Spheroid in F277W filter, bin 0/10
`disk_0_f277w`	Probability of being classified as Disk in F277W filter, bin 0/10
`irr_0_f277w`	Probability of being classified as Irregular in F277W filter, bin 0/10
`bd_0_f277w`	Probability of being classified as Bulge-dominated in F277W filter, bin 0/10
`sph_1_f277w`	Probability of being classified as Spheroid in F277W filter, bin 1/10
`disk_1_f277w`	Probability of being classified as Disk in F277W filter, bin 1/10
`irr_1_f277w`	Probability of being classified as Irregular in F277W filter, bin 1/10
`bd_1_f277w`	Probability of being classified as Bulge-dominated in F277W filter, bin 1/10
`sph_2_f277w`	Probability of being classified as Spheroid in F277W filter, bin 2/10
`disk_2_f277w`	Probability of being classified as Disk in F277W filter, bin 2/10
`irr_2_f277w`	Probability of being classified as Irregular in F277W filter, bin 2/10
`bd_2_f277w`	Probability of being classified as Bulge-dominated in F277W filter, bin 2/10
`sph_3_f277w`	Probability of being classified as Spheroid in F277W filter, bin 3/10
`disk_3_f277w`	Probability of being classified as Disk in F277W filter, bin 3/10
`irr_3_f277w`	Probability of being classified as Irregular in F277W filter, bin 3/10
`bd_3_f277w`	Probability of being classified as Bulge-dominated in F277W filter, bin 3/10
`sph_4_f277w`	Probability of being classified as Spheroid in F277W filter, bin 4/10
`disk_4_f277w`	Probability of being classified as Disk in F277W filter, bin 4/10
`irr_4_f277w`	Probability of being classified as Irregular in F277W filter, bin 4/10
`bd_4_f277w`	Probability of being classified as Bulge-dominated in F277W filter, bin 4/10
`sph_5_f277w`	Probability of being classified as Spheroid in F277W filter, bin 5/10
`disk_5_f277w`	Probability of being classified as Disk in F277W filter, bin 5/10
`irr_5_f277w`	Probability of being classified as Irregular in F277W filter, bin 5/10
`bd_5_f277w`	Probability of being classified as Bulge-dominated in F277W filter, bin 5/10
`sph_6_f277w`	Probability of being classified as Spheroid in F277W filter, bin 6/10
`disk_6_f277w`	Probability of being classified as Disk in F277W filter, bin 6/10
`irr_6_f277w`	Probability of being classified as Irregular in F277W filter, bin 6/10
`bd_6_f277w`	Probability of being classified as Bulge-dominated in F277W filter, bin 6/10
`sph_7_f277w`	Probability of being classified as Spheroid in F277W filter, bin 7/10
`disk_7_f277w`	Probability of being classified as Disk in F277W filter, bin 7/10
`irr_7_f277w`	Probability of being classified as Irregular in F277W filter, bin 7/10
`bd_7_f277w`	Probability of being classified as Bulge-dominated in F277W filter, bin 7/10
`sph_8_f277w`	Probability of being classified as Spheroid in F277W filter, bin 8/10
`disk_8_f277w`	Probability of being classified as Disk in F277W filter, bin 8/10
`irr_8_f277w`	Probability of being classified as Irregular in F277W filter, bin 8/10
`bd_8_f277w`	Probability of being classified as Bulge-dominated in F277W filter, bin 8/10
`sph_9_f277w`	Probability of being classified as Spheroid in F277W filter, bin 9/10
`disk_9_f277w`	Probability of being classified as Disk in F277W filter, bin 9/10
`irr_9_f277w`	Probability of being classified as Irregular in F277W filter, bin 9/10
`bd_9_f277w`	Probability of being classified as Bulge-dominated in F277W filter, bin 9/10
`sph_0_f444w`	Probability of being classified as Spheroid in F444W filter, bin 0/10
`disk_0_f444w`	Probability of being classified as Disk in F444W filter, bin 0/10
`irr_0_f444w`	Probability of being classified as Irregular in F444W filter, bin 0/10
`bd_0_f444w`	Probability of being classified as Bulge-dominated in F444W filter, bin 0/10
`sph_1_f444w`	Probability of being classified as Spheroid in F444W filter, bin 1/10
`disk_1_f444w`	Probability of being classified as Disk in F444W filter, bin 1/10
`irr_1_f444w`	Probability of being classified as Irregular in F444W filter, bin 1/10
`bd_1_f444w`	Probability of being classified as Bulge-dominated in F444W filter, bin 1/10
`sph_2_f444w`	Probability of being classified as Spheroid in F444W filter, bin 2/10
`disk_2_f444w`	Probability of being classified as Disk in F444W filter, bin 2/10
`irr_2_f444w`	Probability of being classified as Irregular in F444W filter, bin 2/10
`bd_2_f444w`	Probability of being classified as Bulge-dominated in F444W filter, bin 2/10
`sph_3_f444w`	Probability of being classified as Spheroid in F444W filter, bin 3/10
`disk_3_f444w`	Probability of being classified as Disk in F444W filter, bin 3/10
`irr_3_f444w`	Probability of being classified as Irregular in F444W filter, bin 3/10
`bd_3_f444w`	Probability of being classified as Bulge-dominated in F444W filter, bin 3/10
`sph_4_f444w`	Probability of being classified as Spheroid in F444W filter, bin 4/10
`disk_4_f444w`	Probability of being classified as Disk in F444W filter, bin 4/10
`irr_4_f444w`	Probability of being classified as Irregular in F444W filter, bin 4/10
`bd_4_f444w`	Probability of being classified as Bulge-dominated in F444W filter, bin 4/10
`sph_5_f444w`	Probability of being classified as Spheroid in F444W filter, bin 5/10
`disk_5_f444w`	Probability of being classified as Disk in F444W filter, bin 5/10
`irr_5_f444w`	Probability of being classified as Irregular in F444W filter, bin 5/10
`bd_5_f444w`	Probability of being classified as Bulge-dominated in F444W filter, bin 5/10
`sph_6_f444w`	Probability of being classified as Spheroid in F444W filter, bin 6/10
`disk_6_f444w`	Probability of being classified as Disk in F444W filter, bin 6/10
`irr_6_f444w`	Probability of being classified as Irregular in F444W filter, bin 6/10
`bd_6_f444w`	Probability of being classified as Bulge-dominated in F444W filter, bin 6/10
`sph_7_f444w`	Probability of being classified as Spheroid in F444W filter, bin 7/10
`disk_7_f444w`	Probability of being classified as Disk in F444W filter, bin 7/10
`irr_7_f444w`	Probability of being classified as Irregular in F444W filter, bin 7/10
`bd_7_f444w`	Probability of being classified as Bulge-dominated in F444W filter, bin 7/10
`sph_8_f444w`	Probability of being classified as Spheroid in F444W filter, bin 8/10
`disk_8_f444w`	Probability of being classified as Disk in F444W filter, bin 8/10
`irr_8_f444w`	Probability of being classified as Irregular in F444W filter, bin 8/10
`bd_8_f444w`	Probability of being classified as Bulge-dominated in F444W filter, bin 8/10
`sph_9_f444w`	Probability of being classified as Spheroid in F444W filter, bin 9/10
`disk_9_f444w`	Probability of being classified as Disk in F444W filter, bin 9/10
`irr_9_f444w`	Probability of being classified as Irregular in F444W filter, bin 9/10
`bd_9_f444w`	Probability of being classified as Bulge-dominated in F444W filter, bin 9/10
`sph_f150w_mean`	Mean probability of being classified as Spheroid in F150W filter
`sph_f150w_std`	Standard deviation of probability for Spheroid classification in F150W filter
`disk_f150w_mean`	Mean probability of being classified as Disk in F150W filter
`disk_f150w_std`	Standard deviation of probability for Disk classification in F150W filter
`irr_f150w_mean`	Mean probability of being classified as Irregular in F150W filter
`irr_f150w_std`	Standard deviation of probability for Irregular classification in F150W filter
`bd_f150w_mean`	Mean probability of being classified as Bulge-dominated in F150W filter
`bd_f150w_std`	Standard deviation of probability for Bulge-dominated classification in F150W filter
`sph_f277w_mean`	Mean probability of being classified as Spheroid in F277W filter
`sph_f277w_std`	Standard deviation of probability for Spheroid classification in F277W filter
`disk_f277w_mean`	Mean probability of being classified as Disk in F277W filter
`disk_f277w_std`	Standard deviation of probability for Disk classification in F277W filter
`irr_f277w_mean`	Mean probability of being classified as Irregular in F277W filter
`irr_f277w_std`	Standard deviation of probability for Irregular classification in F277W filter
`bd_f277w_mean`	Mean probability of being classified as Bulge-dominated in F277W filter
`bd_f277w_std`	Standard deviation of probability for Bulge-dominated classification in F277W filter
`sph_f444w_mean`	Mean probability of being classified as Spheroid in F444W filter
`sph_f444w_std`	Standard deviation of probability for Spheroid classification in F444W filter
`disk_f444w_mean`	Mean probability of being classified as Disk in F444W filter
`disk_f444w_std`	Standard deviation of probability for Disk classification in F444W filter
`irr_f444w_mean`	Mean probability of being classified as Irregular in F444W filter
`irr_f444w_std`	Standard deviation of probability for Irregular classification in F444W filter
`bd_f444w_mean`	Mean probability of being classified as Bulge-dominated in F444W filter
`bd_f444w_std`	Standard deviation of probability for Bulge-dominated classification in F444W filter
`morph_flag_f277w`	Morphological classification flag for F277W filter. 0: Spheroid, 1: Disk-dominated, 2: Irregular, 3: Bulge-dominated
`delta_f277w`	Uncertainty on the morphology class for F277W filter. Estimated as the difference between the two largest probablility values
`morph_flag_f444w`	Morphological classification flag for F444W filter. 0: Spheroid, 1: Disk-dominated, 2: Irregular, 3: Bulge-dominated
`delta_f444w`	Uncertainty on the morphology class for F444W filter. Estimated as the difference between the two largest probablility values
`morph_flag_f150w`	Morphological classification flag for F150W filter. 0: Spheroid, 1: Disk-dominated, 2: Irregular, 3: Bulge-dominated
`delta_f150w`	Uncertainty on the morphology class for F150W filter. Estimated as the difference between the two largest probablility values

6: Bulge+Disk Morphological Measurements & Photometry

Click to expand

Column Name	Description
`ra_detec_bd`	Right ascencion of the B+D model
`dec_detec_bd`	Declination of the B+D model
`disk_radius_deg`	Radius of the disk component [deg]
`disk_radius_deg_err`	Radius error of the disk component [deg]
`bulge_radius_deg`	Radius of the bulge component [deg]
`bulge_radius_deg_err`	Radius of the bulge component [deg]
`angle_bd`	Angle of the B+D model in world coordinates
`angle_bd_err`	Angle error of the B+D model in world coordinates
`disk_axratio`	Axis ratio of the disk component
`disk_axratio_err`	Axis ratio error of the disk component
`bulge_axratio`	Axis ratio of the bulge component
`bulge_axratio_err`	Axis ratio of the bulge component
`fmf_b+d_chi2`	Reduced chi^2 of the B+D model
`mag_model_bd_total_f115w`	Total B+D model AB magnitude
`mag_model_bd_total_f150w`	Total B+D model AB magnitude
`mag_model_bd_total_f277w`	Total B+D model AB magnitude
`mag_model_bd_total_f444w`	Total B+D model AB magnitude
`mag_err_model_bd_total_f115w`	Total B+D model AB magnitude error
`mag_err_model_bd_total_f150w`	Total B+D model AB magnitude error
`mag_err_model_bd_total_f277w`	Total B+D model AB magnitude error
`mag_err_model_bd_total_f444w`	Total B+D model AB magnitude error
`mag_model_bulge_f115w`	Bulge component model AB magnitude
`mag_model_bulge_f150w`	Bulge component model AB magnitude
`mag_model_bulge_f277w`	Bulge component model AB magnitude
`mag_model_bulge_f444w`	Bulge component model AB magnitude
`mag_err_model_bulge_f115w`	Bulge component model AB magnitude error
`mag_err_model_bulge_f150w`	Bulge component model AB magnitude error
`mag_err_model_bulge_f277w`	Bulge component model AB magnitude error
`mag_err_model_bulge_f444w`	Bulge component model AB magnitude error
`mag_model_disk_f115w`	Disk component model AB magnitude
`mag_model_disk_f150w`	Disk component model AB magnitude
`mag_model_disk_f277w`	Disk component model AB magnitude
`mag_model_disk_f444w`	Disk component model AB magnitude
`mag_err_model_disk_f115w`	Disk component model AB magnitude error
`mag_err_model_disk_f150w`	Disk component model AB magnitude error
`mag_err_model_disk_f277w`	Disk component model AB magnitude error
`mag_err_model_disk_f444w`	Disk component model AB magnitude error
`flux_model_bd_total_f115w`	Total B+D model flux [microJy]
`flux_model_bd_total_f150w`	Total B+D model flux [microJy]
`flux_model_bd_total_f277w`	Total B+D model flux [microJy]
`flux_model_bd_total_f444w`	Total B+D model flux [microJy]
`flux_err_model_bd_total_f115w`	Total B+D model flux error [microJy]
`flux_err_model_bd_total_f150w`	Total B+D model flux error [microJy]
`flux_err_model_bd_total_f277w`	Total B+D model flux error [microJy]
`flux_err_model_bd_total_f444w`	Total B+D model flux error [microJy]
`flux_model_bulge_f115w`	Bulge component model flux [microJy]
`flux_model_bulge_f150w`	Bulge component model flux [microJy]
`flux_model_bulge_f277w`	Bulge component model flux [microJy]
`flux_model_bulge_f444w`	Bulge component model flux [microJy]
`flux_err_model_bulge_f115w`	Bulge component model flux error [microJy]
`flux_err_model_bulge_f150w`	Bulge component model flux error [microJy]
`flux_err_model_bulge_f277w`	Bulge component model flux error [microJy]
`flux_err_model_bulge_f444w`	Bulge component model flux error [microJy]
`flux_model_disk_f115w`	Disk component model flux [microJy]
`flux_model_disk_f150w`	Disk component model flux [microJy]
`flux_model_disk_f277w`	Disk component model flux [microJy]
`flux_model_disk_f444w`	Disk component model flux [microJy]
`flux_err_model_disk_f115w`	Disk component model flux error [microJy]
`flux_err_model_disk_f150w`	Disk component model flux error [microJy]
`flux_err_model_disk_f277w`	Disk component model flux error [microJy]
`flux_err_model_disk_f444w`	Disk component model flux error [microJy]
`b/t_f115w`	Bulge-to-total ratio
`b/t_f150w`	Bulge-to-total ratio
`b/t_f277w`	Bulge-to-total ratio
`b/t_f444w`	Bulge-to-total ratio
`b/t_err_f115w`	Bulge-to-total ratio error
`b/t_err_f150w`	Bulge-to-total ratio error
`b/t_err_f277w`	Bulge-to-total ratio error
`b/t_err_f444w`	Bulge-to-total ratio error
`mag_model_bd_total_hst-f814w`	Total B+D model AB magnitude
`mag_model_bd_total_f770w`	Total B+D model AB magnitude
`mag_model_bd_total_cfht-u`	Total B+D model AB magnitude
`mag_model_bd_total_hsc-g`	Total B+D model AB magnitude
`mag_model_bd_total_hsc-r`	Total B+D model AB magnitude
`mag_model_bd_total_hsc-i`	Total B+D model AB magnitude
`mag_model_bd_total_hsc-z`	Total B+D model AB magnitude
`mag_model_bd_total_hsc-y`	Total B+D model AB magnitude
`mag_model_bd_total_hsc-nb0816`	Total B+D model AB magnitude
`mag_model_bd_total_hsc-nb0921`	Total B+D model AB magnitude
`mag_model_bd_total_hsc-nb1010`	Total B+D model AB magnitude
`mag_model_bd_total_uvista-y`	Total B+D model AB magnitude
`mag_model_bd_total_uvista-j`	Total B+D model AB magnitude
`mag_model_bd_total_uvista-h`	Total B+D model AB magnitude
`mag_model_bd_total_uvista-ks`	Total B+D model AB magnitude
`mag_model_bd_total_sc-ia484`	Total B+D model AB magnitude
`mag_model_bd_total_sc-ia527`	Total B+D model AB magnitude
`mag_model_bd_total_sc-ia624`	Total B+D model AB magnitude
`mag_model_bd_total_sc-ia679`	Total B+D model AB magnitude
`mag_model_bd_total_sc-ia738`	Total B+D model AB magnitude
`mag_model_bd_total_sc-ia767`	Total B+D model AB magnitude
`mag_model_bd_total_sc-ib427`	Total B+D model AB magnitude
`mag_model_bd_total_sc-ib505`	Total B+D model AB magnitude
`mag_model_bd_total_sc-ib574`	Total B+D model AB magnitude
`mag_model_bd_total_sc-ib709`	Total B+D model AB magnitude
`mag_model_bd_total_sc-ib827`	Total B+D model AB magnitude
`mag_model_bd_total_sc-nb711`	Total B+D model AB magnitude
`mag_model_bd_total_sc-nb816`	Total B+D model AB magnitude
`mag_err_model_bd_total_hst-f814w`	Total B+D model AB magnitude error
`mag_err_model_bd_total_f770w`	Total B+D model AB magnitude error
`mag_err_model_bd_total_cfht-u`	Total B+D model AB magnitude error
`mag_err_model_bd_total_hsc-g`	Total B+D model AB magnitude error
`mag_err_model_bd_total_hsc-r`	Total B+D model AB magnitude error
`mag_err_model_bd_total_hsc-i`	Total B+D model AB magnitude error
`mag_err_model_bd_total_hsc-z`	Total B+D model AB magnitude error
`mag_err_model_bd_total_hsc-y`	Total B+D model AB magnitude error
`mag_err_model_bd_total_hsc-nb0816`	Total B+D model AB magnitude error
`mag_err_model_bd_total_hsc-nb0921`	Total B+D model AB magnitude error
`mag_err_model_bd_total_hsc-nb1010`	Total B+D model AB magnitude error
`mag_err_model_bd_total_uvista-y`	Total B+D model AB magnitude error
`mag_err_model_bd_total_uvista-j`	Total B+D model AB magnitude error
`mag_err_model_bd_total_uvista-h`	Total B+D model AB magnitude error
`mag_err_model_bd_total_uvista-ks`	Total B+D model AB magnitude error
`mag_err_model_bd_total_sc-ia484`	Total B+D model AB magnitude error
`mag_err_model_bd_total_sc-ia527`	Total B+D model AB magnitude error
`mag_err_model_bd_total_sc-ia624`	Total B+D model AB magnitude error
`mag_err_model_bd_total_sc-ia679`	Total B+D model AB magnitude error
`mag_err_model_bd_total_sc-ia738`	Total B+D model AB magnitude error
`mag_err_model_bd_total_sc-ia767`	Total B+D model AB magnitude error
`mag_err_model_bd_total_sc-ib427`	Total B+D model AB magnitude error
`mag_err_model_bd_total_sc-ib505`	Total B+D model AB magnitude error
`mag_err_model_bd_total_sc-ib574`	Total B+D model AB magnitude error
`mag_err_model_bd_total_sc-ib709`	Total B+D model AB magnitude error
`mag_err_model_bd_total_sc-ib827`	Total B+D model AB magnitude error
`mag_err_model_bd_total_sc-nb711`	Total B+D model AB magnitude error
`mag_err_model_bd_total_sc-nb816`	Total B+D model AB magnitude error
`mag_model_bulge_hst-f814w`	Bulge component model AB magnitude
`mag_model_bulge_f770w`	Bulge component model AB magnitude
`mag_model_bulge_cfht-u`	Bulge component model AB magnitude
`mag_model_bulge_hsc-g`	Bulge component model AB magnitude
`mag_model_bulge_hsc-r`	Bulge component model AB magnitude
`mag_model_bulge_hsc-i`	Bulge component model AB magnitude
`mag_model_bulge_hsc-z`	Bulge component model AB magnitude
`mag_model_bulge_hsc-y`	Bulge component model AB magnitude
`mag_model_bulge_hsc-nb0816`	Bulge component model AB magnitude
`mag_model_bulge_hsc-nb0921`	Bulge component model AB magnitude
`mag_model_bulge_hsc-nb1010`	Bulge component model AB magnitude
`mag_model_bulge_uvista-y`	Bulge component model AB magnitude
`mag_model_bulge_uvista-j`	Bulge component model AB magnitude
`mag_model_bulge_uvista-h`	Bulge component model AB magnitude
`mag_model_bulge_uvista-ks`	Bulge component model AB magnitude
`mag_model_bulge_sc-ia484`	Bulge component model AB magnitude
`mag_model_bulge_sc-ia527`	Bulge component model AB magnitude
`mag_model_bulge_sc-ia624`	Bulge component model AB magnitude
`mag_model_bulge_sc-ia679`	Bulge component model AB magnitude
`mag_model_bulge_sc-ia738`	Bulge component model AB magnitude
`mag_model_bulge_sc-ia767`	Bulge component model AB magnitude
`mag_model_bulge_sc-ib427`	Bulge component model AB magnitude
`mag_model_bulge_sc-ib505`	Bulge component model AB magnitude
`mag_model_bulge_sc-ib574`	Bulge component model AB magnitude
`mag_model_bulge_sc-ib709`	Bulge component model AB magnitude
`mag_model_bulge_sc-ib827`	Bulge component model AB magnitude
`mag_model_bulge_sc-nb711`	Bulge component model AB magnitude
`mag_model_bulge_sc-nb816`	Bulge component model AB magnitude
`mag_err_model_bulge_hst-f814w`	Bulge component model AB magnitude error
`mag_err_model_bulge_f770w`	Bulge component model AB magnitude error
`mag_err_model_bulge_cfht-u`	Bulge component model AB magnitude error
`mag_err_model_bulge_hsc-g`	Bulge component model AB magnitude error
`mag_err_model_bulge_hsc-r`	Bulge component model AB magnitude error
`mag_err_model_bulge_hsc-i`	Bulge component model AB magnitude error
`mag_err_model_bulge_hsc-z`	Bulge component model AB magnitude error
`mag_err_model_bulge_hsc-y`	Bulge component model AB magnitude error
`mag_err_model_bulge_hsc-nb0816`	Bulge component model AB magnitude error
`mag_err_model_bulge_hsc-nb0921`	Bulge component model AB magnitude error
`mag_err_model_bulge_hsc-nb1010`	Bulge component model AB magnitude error
`mag_err_model_bulge_uvista-y`	Bulge component model AB magnitude error
`mag_err_model_bulge_uvista-j`	Bulge component model AB magnitude error
`mag_err_model_bulge_uvista-h`	Bulge component model AB magnitude error
`mag_err_model_bulge_uvista-ks`	Bulge component model AB magnitude error
`mag_err_model_bulge_sc-ia484`	Bulge component model AB magnitude error
`mag_err_model_bulge_sc-ia527`	Bulge component model AB magnitude error
`mag_err_model_bulge_sc-ia624`	Bulge component model AB magnitude error
`mag_err_model_bulge_sc-ia679`	Bulge component model AB magnitude error
`mag_err_model_bulge_sc-ia738`	Bulge component model AB magnitude error
`mag_err_model_bulge_sc-ia767`	Bulge component model AB magnitude error
`mag_err_model_bulge_sc-ib427`	Bulge component model AB magnitude error
`mag_err_model_bulge_sc-ib505`	Bulge component model AB magnitude error
`mag_err_model_bulge_sc-ib574`	Bulge component model AB magnitude error
`mag_err_model_bulge_sc-ib709`	Bulge component model AB magnitude error
`mag_err_model_bulge_sc-ib827`	Bulge component model AB magnitude error
`mag_err_model_bulge_sc-nb711`	Bulge component model AB magnitude error
`mag_err_model_bulge_sc-nb816`	Bulge component model AB magnitude error
`mag_model_disk_hst-f814w`	Disk component model AB magnitude
`mag_model_disk_f770w`	Disk component model AB magnitude
`mag_model_disk_cfht-u`	Disk component model AB magnitude
`mag_model_disk_hsc-g`	Disk component model AB magnitude
`mag_model_disk_hsc-r`	Disk component model AB magnitude
`mag_model_disk_hsc-i`	Disk component model AB magnitude
`mag_model_disk_hsc-z`	Disk component model AB magnitude
`mag_model_disk_hsc-y`	Disk component model AB magnitude
`mag_model_disk_hsc-nb0816`	Disk component model AB magnitude
`mag_model_disk_hsc-nb0921`	Disk component model AB magnitude
`mag_model_disk_hsc-nb1010`	Disk component model AB magnitude
`mag_model_disk_uvista-y`	Disk component model AB magnitude
`mag_model_disk_uvista-j`	Disk component model AB magnitude
`mag_model_disk_uvista-h`	Disk component model AB magnitude
`mag_model_disk_uvista-ks`	Disk component model AB magnitude
`mag_model_disk_sc-ia484`	Disk component model AB magnitude
`mag_model_disk_sc-ia527`	Disk component model AB magnitude
`mag_model_disk_sc-ia624`	Disk component model AB magnitude
`mag_model_disk_sc-ia679`	Disk component model AB magnitude
`mag_model_disk_sc-ia738`	Disk component model AB magnitude
`mag_model_disk_sc-ia767`	Disk component model AB magnitude
`mag_model_disk_sc-ib427`	Disk component model AB magnitude
`mag_model_disk_sc-ib505`	Disk component model AB magnitude
`mag_model_disk_sc-ib574`	Disk component model AB magnitude
`mag_model_disk_sc-ib709`	Disk component model AB magnitude
`mag_model_disk_sc-ib827`	Disk component model AB magnitude
`mag_model_disk_sc-nb711`	Disk component model AB magnitude
`mag_model_disk_sc-nb816`	Disk component model AB magnitude
`mag_err_model_disk_hst-f814w`	Disk component model AB magnitude error
`mag_err_model_disk_f770w`	Disk component model AB magnitude error
`mag_err_model_disk_cfht-u`	Disk component model AB magnitude error
`mag_err_model_disk_hsc-g`	Disk component model AB magnitude error
`mag_err_model_disk_hsc-r`	Disk component model AB magnitude error
`mag_err_model_disk_hsc-i`	Disk component model AB magnitude error
`mag_err_model_disk_hsc-z`	Disk component model AB magnitude error
`mag_err_model_disk_hsc-y`	Disk component model AB magnitude error
`mag_err_model_disk_hsc-nb0816`	Disk component model AB magnitude error
`mag_err_model_disk_hsc-nb0921`	Disk component model AB magnitude error
`mag_err_model_disk_hsc-nb1010`	Disk component model AB magnitude error
`mag_err_model_disk_uvista-y`	Disk component model AB magnitude error
`mag_err_model_disk_uvista-j`	Disk component model AB magnitude error
`mag_err_model_disk_uvista-h`	Disk component model AB magnitude error
`mag_err_model_disk_uvista-ks`	Disk component model AB magnitude error
`mag_err_model_disk_sc-ia484`	Disk component model AB magnitude error
`mag_err_model_disk_sc-ia527`	Disk component model AB magnitude error
`mag_err_model_disk_sc-ia624`	Disk component model AB magnitude error
`mag_err_model_disk_sc-ia679`	Disk component model AB magnitude error
`mag_err_model_disk_sc-ia738`	Disk component model AB magnitude error
`mag_err_model_disk_sc-ia767`	Disk component model AB magnitude error
`mag_err_model_disk_sc-ib427`	Disk component model AB magnitude error
`mag_err_model_disk_sc-ib505`	Disk component model AB magnitude error
`mag_err_model_disk_sc-ib574`	Disk component model AB magnitude error
`mag_err_model_disk_sc-ib709`	Disk component model AB magnitude error
`mag_err_model_disk_sc-ib827`	Disk component model AB magnitude error
`mag_err_model_disk_sc-nb711`	Disk component model AB magnitude error
`mag_err_model_disk_sc-nb816`	Disk component model AB magnitude error
`flux_model_bd_total_hst-f814w`	Total B+D model flux [microJy]
`flux_model_bd_total_f770w`	Total B+D model flux [microJy]
`flux_model_bd_total_cfht-u`	Total B+D model flux [microJy]
`flux_model_bd_total_hsc-g`	Total B+D model flux [microJy]
`flux_model_bd_total_hsc-r`	Total B+D model flux [microJy]
`flux_model_bd_total_hsc-i`	Total B+D model flux [microJy]
`flux_model_bd_total_hsc-z`	Total B+D model flux [microJy]
`flux_model_bd_total_hsc-y`	Total B+D model flux [microJy]
`flux_model_bd_total_hsc-nb0816`	Total B+D model flux [microJy]
`flux_model_bd_total_hsc-nb0921`	Total B+D model flux [microJy]
`flux_model_bd_total_hsc-nb1010`	Total B+D model flux [microJy]
`flux_model_bd_total_uvista-y`	Total B+D model flux [microJy]
`flux_model_bd_total_uvista-j`	Total B+D model flux [microJy]
`flux_model_bd_total_uvista-h`	Total B+D model flux [microJy]
`flux_model_bd_total_uvista-ks`	Total B+D model flux [microJy]
`flux_model_bd_total_sc-ia484`	Total B+D model flux [microJy]
`flux_model_bd_total_sc-ia527`	Total B+D model flux [microJy]
`flux_model_bd_total_sc-ia624`	Total B+D model flux [microJy]
`flux_model_bd_total_sc-ia679`	Total B+D model flux [microJy]
`flux_model_bd_total_sc-ia738`	Total B+D model flux [microJy]
`flux_model_bd_total_sc-ia767`	Total B+D model flux [microJy]
`flux_model_bd_total_sc-ib427`	Total B+D model flux [microJy]
`flux_model_bd_total_sc-ib505`	Total B+D model flux [microJy]
`flux_model_bd_total_sc-ib574`	Total B+D model flux [microJy]
`flux_model_bd_total_sc-ib709`	Total B+D model flux [microJy]
`flux_model_bd_total_sc-ib827`	Total B+D model flux [microJy]
`flux_model_bd_total_sc-nb711`	Total B+D model flux [microJy]
`flux_model_bd_total_sc-nb816`	Total B+D model flux [microJy]
`flux_err_model_bd_total_hst-f814w`	Total B+D model flux error [microJy]
`flux_err_model_bd_total_f770w`	Total B+D model flux error [microJy]
`flux_err_model_bd_total_cfht-u`	Total B+D model flux error [microJy]
`flux_err_model_bd_total_hsc-g`	Total B+D model flux error [microJy]
`flux_err_model_bd_total_hsc-r`	Total B+D model flux error [microJy]
`flux_err_model_bd_total_hsc-i`	Total B+D model flux error [microJy]
`flux_err_model_bd_total_hsc-z`	Total B+D model flux error [microJy]
`flux_err_model_bd_total_hsc-y`	Total B+D model flux error [microJy]
`flux_err_model_bd_total_hsc-nb0816`	Total B+D model flux error [microJy]
`flux_err_model_bd_total_hsc-nb0921`	Total B+D model flux error [microJy]
`flux_err_model_bd_total_hsc-nb1010`	Total B+D model flux error [microJy]
`flux_err_model_bd_total_uvista-y`	Total B+D model flux error [microJy]
`flux_err_model_bd_total_uvista-j`	Total B+D model flux error [microJy]
`flux_err_model_bd_total_uvista-h`	Total B+D model flux error [microJy]
`flux_err_model_bd_total_uvista-ks`	Total B+D model flux error [microJy]
`flux_err_model_bd_total_sc-ia484`	Total B+D model flux error [microJy]
`flux_err_model_bd_total_sc-ia527`	Total B+D model flux error [microJy]
`flux_err_model_bd_total_sc-ia624`	Total B+D model flux error [microJy]
`flux_err_model_bd_total_sc-ia679`	Total B+D model flux error [microJy]
`flux_err_model_bd_total_sc-ia738`	Total B+D model flux error [microJy]
`flux_err_model_bd_total_sc-ia767`	Total B+D model flux error [microJy]
`flux_err_model_bd_total_sc-ib427`	Total B+D model flux error [microJy]
`flux_err_model_bd_total_sc-ib505`	Total B+D model flux error [microJy]
`flux_err_model_bd_total_sc-ib574`	Total B+D model flux error [microJy]
`flux_err_model_bd_total_sc-ib709`	Total B+D model flux error [microJy]
`flux_err_model_bd_total_sc-ib827`	Total B+D model flux error [microJy]
`flux_err_model_bd_total_sc-nb711`	Total B+D model flux error [microJy]
`flux_err_model_bd_total_sc-nb816`	Total B+D model flux error [microJy]
`flux_model_bulge_hst-f814w`	Bulge component model flux [microJy]
`flux_model_bulge_f770w`	Bulge component model flux [microJy]
`flux_model_bulge_cfht-u`	Bulge component model flux [microJy]
`flux_model_bulge_hsc-g`	Bulge component model flux [microJy]
`flux_model_bulge_hsc-r`	Bulge component model flux [microJy]
`flux_model_bulge_hsc-i`	Bulge component model flux [microJy]
`flux_model_bulge_hsc-z`	Bulge component model flux [microJy]
`flux_model_bulge_hsc-y`	Bulge component model flux [microJy]
`flux_model_bulge_hsc-nb0816`	Bulge component model flux [microJy]
`flux_model_bulge_hsc-nb0921`	Bulge component model flux [microJy]
`flux_model_bulge_hsc-nb1010`	Bulge component model flux [microJy]
`flux_model_bulge_uvista-y`	Bulge component model flux [microJy]
`flux_model_bulge_uvista-j`	Bulge component model flux [microJy]
`flux_model_bulge_uvista-h`	Bulge component model flux [microJy]
`flux_model_bulge_uvista-ks`	Bulge component model flux [microJy]
`flux_model_bulge_sc-ia484`	Bulge component model flux [microJy]
`flux_model_bulge_sc-ia527`	Bulge component model flux [microJy]
`flux_model_bulge_sc-ia624`	Bulge component model flux [microJy]
`flux_model_bulge_sc-ia679`	Bulge component model flux [microJy]
`flux_model_bulge_sc-ia738`	Bulge component model flux [microJy]
`flux_model_bulge_sc-ia767`	Bulge component model flux [microJy]
`flux_model_bulge_sc-ib427`	Bulge component model flux [microJy]
`flux_model_bulge_sc-ib505`	Bulge component model flux [microJy]
`flux_model_bulge_sc-ib574`	Bulge component model flux [microJy]
`flux_model_bulge_sc-ib709`	Bulge component model flux [microJy]
`flux_model_bulge_sc-ib827`	Bulge component model flux [microJy]
`flux_model_bulge_sc-nb711`	Bulge component model flux [microJy]
`flux_model_bulge_sc-nb816`	Bulge component model flux [microJy]
`flux_err_model_bulge_hst-f814w`	Bulge component model flux error [microJy]
`flux_err_model_bulge_f770w`	Bulge component model flux error [microJy]
`flux_err_model_bulge_cfht-u`	Bulge component model flux error [microJy]
`flux_err_model_bulge_hsc-g`	Bulge component model flux error [microJy]
`flux_err_model_bulge_hsc-r`	Bulge component model flux error [microJy]
`flux_err_model_bulge_hsc-i`	Bulge component model flux error [microJy]
`flux_err_model_bulge_hsc-z`	Bulge component model flux error [microJy]
`flux_err_model_bulge_hsc-y`	Bulge component model flux error [microJy]
`flux_err_model_bulge_hsc-nb0816`	Bulge component model flux error [microJy]
`flux_err_model_bulge_hsc-nb0921`	Bulge component model flux error [microJy]
`flux_err_model_bulge_hsc-nb1010`	Bulge component model flux error [microJy]
`flux_err_model_bulge_uvista-y`	Bulge component model flux error [microJy]
`flux_err_model_bulge_uvista-j`	Bulge component model flux error [microJy]
`flux_err_model_bulge_uvista-h`	Bulge component model flux error [microJy]
`flux_err_model_bulge_uvista-ks`	Bulge component model flux error [microJy]
`flux_err_model_bulge_sc-ia484`	Bulge component model flux error [microJy]
`flux_err_model_bulge_sc-ia527`	Bulge component model flux error [microJy]
`flux_err_model_bulge_sc-ia624`	Bulge component model flux error [microJy]
`flux_err_model_bulge_sc-ia679`	Bulge component model flux error [microJy]
`flux_err_model_bulge_sc-ia738`	Bulge component model flux error [microJy]
`flux_err_model_bulge_sc-ia767`	Bulge component model flux error [microJy]
`flux_err_model_bulge_sc-ib427`	Bulge component model flux error [microJy]
`flux_err_model_bulge_sc-ib505`	Bulge component model flux error [microJy]
`flux_err_model_bulge_sc-ib574`	Bulge component model flux error [microJy]
`flux_err_model_bulge_sc-ib709`	Bulge component model flux error [microJy]
`flux_err_model_bulge_sc-ib827`	Bulge component model flux error [microJy]
`flux_err_model_bulge_sc-nb711`	Bulge component model flux error [microJy]
`flux_err_model_bulge_sc-nb816`	Bulge component model flux error [microJy]
`flux_model_disk_hst-f814w`	Disk component model flux [microJy]
`flux_model_disk_f770w`	Disk component model flux [microJy]
`flux_model_disk_cfht-u`	Disk component model flux [microJy]
`flux_model_disk_hsc-g`	Disk component model flux [microJy]
`flux_model_disk_hsc-r`	Disk component model flux [microJy]
`flux_model_disk_hsc-i`	Disk component model flux [microJy]
`flux_model_disk_hsc-z`	Disk component model flux [microJy]
`flux_model_disk_hsc-y`	Disk component model flux [microJy]
`flux_model_disk_hsc-nb0816`	Disk component model flux [microJy]
`flux_model_disk_hsc-nb0921`	Disk component model flux [microJy]
`flux_model_disk_hsc-nb1010`	Disk component model flux [microJy]
`flux_model_disk_uvista-y`	Disk component model flux [microJy]
`flux_model_disk_uvista-j`	Disk component model flux [microJy]
`flux_model_disk_uvista-h`	Disk component model flux [microJy]
`flux_model_disk_uvista-ks`	Disk component model flux [microJy]
`flux_model_disk_sc-ia484`	Disk component model flux [microJy]
`flux_model_disk_sc-ia527`	Disk component model flux [microJy]
`flux_model_disk_sc-ia624`	Disk component model flux [microJy]
`flux_model_disk_sc-ia679`	Disk component model flux [microJy]
`flux_model_disk_sc-ia738`	Disk component model flux [microJy]
`flux_model_disk_sc-ia767`	Disk component model flux [microJy]
`flux_model_disk_sc-ib427`	Disk component model flux [microJy]
`flux_model_disk_sc-ib505`	Disk component model flux [microJy]
`flux_model_disk_sc-ib574`	Disk component model flux [microJy]
`flux_model_disk_sc-ib709`	Disk component model flux [microJy]
`flux_model_disk_sc-ib827`	Disk component model flux [microJy]
`flux_model_disk_sc-nb711`	Disk component model flux [microJy]
`flux_model_disk_sc-nb816`	Disk component model flux [microJy]
`flux_err_model_disk_hst-f814w`	Disk component model flux error [microJy]
`flux_err_model_disk_f770w`	Disk component model flux error [microJy]
`flux_err_model_disk_cfht-u`	Disk component model flux error [microJy]
`flux_err_model_disk_hsc-g`	Disk component model flux error [microJy]
`flux_err_model_disk_hsc-r`	Disk component model flux error [microJy]
`flux_err_model_disk_hsc-i`	Disk component model flux error [microJy]
`flux_err_model_disk_hsc-z`	Disk component model flux error [microJy]
`flux_err_model_disk_hsc-y`	Disk component model flux error [microJy]
`flux_err_model_disk_hsc-nb0816`	Disk component model flux error [microJy]
`flux_err_model_disk_hsc-nb0921`	Disk component model flux error [microJy]
`flux_err_model_disk_hsc-nb1010`	Disk component model flux error [microJy]
`flux_err_model_disk_uvista-y`	Disk component model flux error [microJy]
`flux_err_model_disk_uvista-j`	Disk component model flux error [microJy]
`flux_err_model_disk_uvista-h`	Disk component model flux error [microJy]
`flux_err_model_disk_uvista-ks`	Disk component model flux error [microJy]
`flux_err_model_disk_sc-ia484`	Disk component model flux error [microJy]
`flux_err_model_disk_sc-ia527`	Disk component model flux error [microJy]
`flux_err_model_disk_sc-ia624`	Disk component model flux error [microJy]
`flux_err_model_disk_sc-ia679`	Disk component model flux error [microJy]
`flux_err_model_disk_sc-ia738`	Disk component model flux error [microJy]
`flux_err_model_disk_sc-ia767`	Disk component model flux error [microJy]
`flux_err_model_disk_sc-ib427`	Disk component model flux error [microJy]
`flux_err_model_disk_sc-ib505`	Disk component model flux error [microJy]
`flux_err_model_disk_sc-ib574`	Disk component model flux error [microJy]
`flux_err_model_disk_sc-ib709`	Disk component model flux error [microJy]
`flux_err_model_disk_sc-ib827`	Disk component model flux error [microJy]
`flux_err_model_disk_sc-nb711`	Disk component model flux error [microJy]
`flux_err_model_disk_sc-nb816`	Disk component model flux error [microJy]
`b/t_hst-f814w`	Bulge-to-total ratio
`b/t_f770w`	Bulge-to-total ratio
`b/t_cfht-u`	Bulge-to-total ratio
`b/t_hsc-g`	Bulge-to-total ratio
`b/t_hsc-r`	Bulge-to-total ratio
`b/t_hsc-i`	Bulge-to-total ratio
`b/t_hsc-z`	Bulge-to-total ratio
`b/t_hsc-y`	Bulge-to-total ratio
`b/t_hsc-nb0816`	Bulge-to-total ratio
`b/t_hsc-nb0921`	Bulge-to-total ratio
`b/t_hsc-nb1010`	Bulge-to-total ratio
`b/t_uvista-y`	Bulge-to-total ratio
`b/t_uvista-j`	Bulge-to-total ratio
`b/t_uvista-h`	Bulge-to-total ratio
`b/t_uvista-ks`	Bulge-to-total ratio
`b/t_sc-ia484`	Bulge-to-total ratio
`b/t_sc-ia527`	Bulge-to-total ratio
`b/t_sc-ia624`	Bulge-to-total ratio
`b/t_sc-ia679`	Bulge-to-total ratio
`b/t_sc-ia738`	Bulge-to-total ratio
`b/t_sc-ia767`	Bulge-to-total ratio
`b/t_sc-ib427`	Bulge-to-total ratio
`b/t_sc-ib505`	Bulge-to-total ratio
`b/t_sc-ib574`	Bulge-to-total ratio
`b/t_sc-ib709`	Bulge-to-total ratio
`b/t_sc-ib827`	Bulge-to-total ratio
`b/t_sc-nb711`	Bulge-to-total ratio
`b/t_sc-nb816`	Bulge-to-total ratio
`b/t_err_hst-f814w`	Bulge-to-total ratio error
`b/t_err_f770w`	Bulge-to-total ratio error
`b/t_err_cfht-u`	Bulge-to-total ratio error
`b/t_err_hsc-g`	Bulge-to-total ratio error
`b/t_err_hsc-r`	Bulge-to-total ratio error
`b/t_err_hsc-i`	Bulge-to-total ratio error
`b/t_err_hsc-z`	Bulge-to-total ratio error
`b/t_err_hsc-y`	Bulge-to-total ratio error
`b/t_err_hsc-nb0816`	Bulge-to-total ratio error
`b/t_err_hsc-nb0921`	Bulge-to-total ratio error
`b/t_err_hsc-nb1010`	Bulge-to-total ratio error
`b/t_err_uvista-y`	Bulge-to-total ratio error
`b/t_err_uvista-j`	Bulge-to-total ratio error
`b/t_err_uvista-h`	Bulge-to-total ratio error
`b/t_err_uvista-ks`	Bulge-to-total ratio error
`b/t_err_sc-ia484`	Bulge-to-total ratio error
`b/t_err_sc-ia527`	Bulge-to-total ratio error
`b/t_err_sc-ia624`	Bulge-to-total ratio error
`b/t_err_sc-ia679`	Bulge-to-total ratio error
`b/t_err_sc-ia738`	Bulge-to-total ratio error
`b/t_err_sc-ia767`	Bulge-to-total ratio error
`b/t_err_sc-ib427`	Bulge-to-total ratio error
`b/t_err_sc-ib505`	Bulge-to-total ratio error
`b/t_err_sc-ib574`	Bulge-to-total ratio error
`b/t_err_sc-ib709`	Bulge-to-total ratio error
`b/t_err_sc-ib827`	Bulge-to-total ratio error
`b/t_err_sc-nb711`	Bulge-to-total ratio error
`b/t_err_sc-nb816`	Bulge-to-total ratio error

Quality Flags

The catalog includes a number of quality flags, defined in the column warn_flag.

Quality Flags
Case	N\(^*\)	Flag
Total number of sources	784,016
Most secure sources	694,341	`warn_flag = 0`
Hot pixels	13,241	`warn_flag = 1`
Ground vs. space incons. 1	51,793\(^\dagger\)	`warn_flag = 2`
Ground vs. space incons. 2	157\(^\ddagger\)	`warn_flag = 3`
Single NIRCam detection	17,520	`warn_flag = 4`
Radius too small	133	`warn_flag = 5`
Small flux ratio	6,831	`warn_flag = 6`

\(^*\) Number of objects affected by the flag.
\(^\dagger\) Of which 39,137 are inside the HSC star mask.
\(^\ddagger\) Of which 71 are inside the HSC star mask.

Flag Construction

Hot pixels

Hot pixels in the NIRCam images are identified if a source satisifes the condition \[R_{\rm source,[filt]} - \sigma_{R,{\rm [filt]}} \geq R_{\rm thresh[filt]},\] where \(R_{\rm source,[filt]} = F_{\rm [filt],0.1}/F_{\rm [filt],0.25}\) is the ratio of flux densities in circular apertures of radius 0.1 and 0.25 arcsec, \(\sigma_{R,{\rm [filt]}}\) is the error on \(R_{\rm source,[filt]}\), calculated using error propagation (neglecting covariance terms). The thresholds \(R_{\rm thresh}\) are \(0.75\), \(0.70\), \(0.39\), and \(0.36\) for F115W, F150W, F277W, and F444W, respectively.

Ground vs. space inconsistent 1

This flag is intended to capture objects for which the ground and spaced-based photometric measurements are inconsistent, beyond the photometric uncertainties, and the ground-based measurements shouldn’t be trusted.

Objects are flagged if all these conditions are satisfied simultaneously: \[(2\times F_{\rm F115W} < (F_Y - \delta F_Y)) \qquad \mathrm{and} \qquad \delta m_Y < 0.5\] \[(2\times F_{\rm F115W} < (F_Y - \delta F_J)) \qquad \mathrm{and} \qquad \delta m_J < 0.5\] \[(2\times F_{\rm F150W} < (F_Y - \delta F_J)) \qquad \mathrm{and} \qquad \delta m_J < 0.5\] \[(2\times F_{\rm F150W} < (F_Y - \delta F_H)) \qquad \mathrm{and} \qquad \delta m_H < 0.5\]

where \(F\) denotes the flux in a given band, \(m\) denotes the magnitude, and \(\delta\) denotes the uncertainty on the measurement.

Ground vs. space inconsistent 2

This flag is intended to capture objects which should be detection in the ground-based data, based on their fluxes in HST+NIRCam bands, but aren’t.

Objects are flagged if all these conditions are satisfied simultaneously: \[F_i \leq 0 \quad\mathrm{and}\quad \delta F_i > 0 \quad\mathrm{and}\quad m_{\rm F814W} < 28 \quad\mathrm{and}\quad \delta F_{\rm F814W} > 0\] \[F_H \leq 0 \quad\mathrm{and}\quad \delta F_H > 0 \quad\mathrm{and}\quad m_{\rm F150W} < 26 \quad\mathrm{and}\quad \delta F_{\rm F150W} > 0\] \[F_{K_s} \leq 0 \quad\mathrm{and}\quad \delta F_{K_s} > 0 \quad\mathrm{and}\quad m_{\rm F277W} < 26 \quad\mathrm{and}\quad \delta F_{\rm F277W} > 0\]

Single NIRCam detection

This flag is intended to capture objects detected significantly in only one NIRCam band; these are likely imaging artifacts (e.g., snowballs, hot pixels).

Objects are flagged if \(\delta m < 0.2\) in one of the NIRCam bands, but the error in all the other NIRCam+HST+MIRI bands is larger than 0.5 mag (or not detected).

Unrealistically small radius

Objects are flagged if radius<1.3e-7, typically corresponding to extremely faint objects or artifacts.

Small flux ratio

This flag captures objects which appear smaller than the PSF; these are likely imaging artifacts (e.g., hot pixels). Objects are flagged if their aperture flux ratio between the two smallest apertures (0.2’’ and 0.3’’ diameter) is below a given threshold in two bands:

\[F_{F277W}(d=0.3'')/F_{F277W}(d=0.2'') < 1.6\] \[F_{F444W}(d=0.3'')/F_{F444W}(d=0.2'') < 1.9\]