Quality Assurance Plots

This page summarizes a set of useful astrometric, photometric, and PSF model shape tests.  We use bright (<20 or 21.5mag, depending on the plots) stars and most figures are self-explanatory.  We use the Gaussian-weighted moments for the shape tests and a deconvolved moment is an indicator of the size difference between the observed and model PSFs.

Ultra Deep

field astrometry photometry shape
COSMOS g r i z y nb921 nb816 g r i z y nb921 nb816 g r i z y nb921 nb816
SXDS g r i z y nb921 nb816 g r i z y nb921 nb816 g r i z y nb921 nb816

Deep

field astrometry photometry shape
COSMOS g r i z y nb921 nb816 g r i z y nb921 nb816 g r i z y nb921 nb816
DEEP2_3 g r i z y nb921 nb816 g r i z y nb921 nb816 g r i z y nb921 nb816
ELAIS-N1 g r i z y nb921 nb816 g r i z y nb921 nb816 g r i z y nb921 nb816
XMM-LSS g r i z y nb921 nb816 g r i z y nb921 nb816 g r i z y nb921 nb816

Wide

field astrometry photometry shape
XMM-LSS (RA = 25-45 deg) g r i z y g r i z y g r i z y
GAMA09H (RA = 125-150 deg) g r i z y g r i z y g r i z y
WIDE12H (RA = 165-195 deg) g r i z y g r i z y g r i z y
GAMA15H (RA = 205-230 deg) g r i z y g r i z y g r i z y
HECTOMAP (RA = 225-255 deg) g r i z y g r i z y g r i z y
VVDS (RA = 330-350 deg) g r i z y g r i z y g r i z y
AEGIS (RA = 215 deg) g r i z y g r i z y g r i z y

Ultra Deep COSMOS astrometry HSC-g :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Ultra Deep COSMOS astrometry HSC-r :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Ultra Deep COSMOS astrometry HSC-i :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Ultra Deep COSMOS astrometry HSC-z :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Ultra Deep COSMOS astrometry HSC-Y :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Ultra Deep COSMOS astrometry NB0921 :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Ultra Deep COSMOS photometry HSC-g :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Ultra Deep COSMOS photometry HSC-r :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Ultra Deep COSMOS photometry HSC-i :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Ultra Deep COSMOS photometry HSC-z :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Ultra Deep COSMOS photometry HSC-Y :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Ultra Deep COSMOS photometry NB0921 :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Ultra Deep COSMOS shape HSC-g :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Ultra Deep COSMOS shape HSC-r :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Ultra Deep COSMOS shape HSC-i :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Ultra Deep COSMOS shape HSC-z :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Ultra Deep COSMOS shape HSC-Y :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Ultra Deep COSMOS shape NB0921 :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Ultra Deep SXDS astrometry HSC-g :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Ultra Deep SXDS astrometry HSC-r :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Ultra Deep SXDS astrometry HSC-i :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Ultra Deep SXDS astrometry HSC-z :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Ultra Deep SXDS astrometry HSC-Y :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Ultra Deep SXDS astrometry NB0921 :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Ultra Deep SXDS astrometry NB0816 :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Ultra Deep SXDS photometry HSC-g :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Ultra Deep SXDS photometry HSC-r :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Ultra Deep SXDS photometry HSC-i :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Ultra Deep SXDS photometry HSC-z :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Ultra Deep SXDS photometry HSC-Y :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Ultra Deep SXDS photometry NB0921 :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Ultra Deep SXDS photometry NB0816 :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Ultra Deep SXDS shape HSC-g :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Ultra Deep SXDS shape HSC-r :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Ultra Deep SXDS shape HSC-i :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Ultra Deep SXDS shape HSC-z :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Ultra Deep SXDS shape HSC-Y :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Ultra Deep SXDS shape NB0921 :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Ultra Deep SXDS shape NB0816 :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Deep COSMOS astrometry HSC-g :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Deep COSMOS astrometry HSC-r :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Deep COSMOS astrometry HSC-i :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Deep COSMOS astrometry HSC-z :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Deep COSMOS astrometry HSC-Y :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Deep COSMOS astrometry NB0921 :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Deep COSMOS photometry HSC-g :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Deep COSMOS photometry HSC-r :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Deep COSMOS photometry HSC-i :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Deep COSMOS photometry HSC-z :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Deep COSMOS photometry HSC-Y :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Deep COSMOS photometry NB0921 :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Deep COSMOS shape HSC-g :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Deep COSMOS shape HSC-r :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Deep COSMOS shape HSC-i :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Deep COSMOS shape HSC-z :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Deep COSMOS shape HSC-Y :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Deep COSMOS shape NB0921 :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Deep DEEP2_3 astrometry HSC-g :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Deep DEEP2_3 astrometry HSC-r :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Deep DEEP2_3 astrometry HSC-i :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Deep DEEP2_3 astrometry HSC-z :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Deep DEEP2_3 astrometry HSC-Y :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Deep DEEP2_3 astrometry NB0921 :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Deep DEEP2_3 astrometry NB0816 :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Deep DEEP2_3 photometry HSC-g :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Deep DEEP2_3 photometry HSC-r :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Deep DEEP2_3 photometry HSC-i :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Deep DEEP2_3 photometry HSC-z :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Deep DEEP2_3 photometry HSC-Y :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Deep DEEP2_3 photometry NB0921 :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Deep DEEP2_3 photometry NB0816 :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Deep DEEP2_3 shape HSC-g :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Deep DEEP2_3 shape HSC-r :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Deep DEEP2_3 shape HSC-i :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Deep DEEP2_3 shape HSC-z :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Deep DEEP2_3 shape HSC-Y :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Deep DEEP2_3 shape NB0921 :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Deep DEEP2_3 shape NB0816 :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Deep ELAIS-N1 astrometry HSC-g :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Deep ELAIS-N1 astrometry HSC-r :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Deep ELAIS-N1 astrometry HSC-i :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Deep ELAIS-N1 astrometry HSC-z :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Deep ELAIS-N1 astrometry HSC-Y :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Deep ELAIS-N1 astrometry NB0921 :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Deep ELAIS-N1 photometry HSC-g :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Deep ELAIS-N1 photometry HSC-r :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Deep ELAIS-N1 photometry HSC-i :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Deep ELAIS-N1 photometry HSC-z :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Deep ELAIS-N1 photometry HSC-Y :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Deep ELAIS-N1 photometry NB0921 :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Deep ELAIS-N1 shape HSC-g :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Deep ELAIS-N1 shape HSC-r :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Deep ELAIS-N1 shape HSC-i :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Deep ELAIS-N1 shape HSC-z :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Deep ELAIS-N1 shape HSC-Y :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Deep ELAIS-N1 shape NB0921 :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Deep XMM-LSS astrometry HSC-g :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Deep XMM-LSS astrometry HSC-r :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Deep XMM-LSS astrometry HSC-i :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Deep XMM-LSS astrometry HSC-z :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Deep XMM-LSS astrometry HSC-Y :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Deep XMM-LSS photometry HSC-g :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Deep XMM-LSS photometry HSC-r :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Deep XMM-LSS photometry HSC-i :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Deep XMM-LSS photometry HSC-z :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Deep XMM-LSS photometry HSC-Y :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Deep XMM-LSS shape HSC-g :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Deep XMM-LSS shape HSC-r :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Deep XMM-LSS shape HSC-i :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Deep XMM-LSS shape HSC-z :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Deep XMM-LSS shape HSC-Y :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Wide XMM-LSS (RA = 25-45 deg) astrometry HSC-g :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Wide XMM-LSS (RA = 25-45 deg) astrometry HSC-r :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Wide XMM-LSS (RA = 25-45 deg) astrometry HSC-i :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Wide XMM-LSS (RA = 25-45 deg) astrometry HSC-z :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Wide XMM-LSS (RA = 25-45 deg) astrometry HSC-Y :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Wide XMM-LSS (RA = 25-45 deg) photometry HSC-g :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Wide XMM-LSS (RA = 25-45 deg) photometry HSC-r :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Wide XMM-LSS (RA = 25-45 deg) photometry HSC-i :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Wide XMM-LSS (RA = 25-45 deg) photometry HSC-z :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Wide XMM-LSS (RA = 25-45 deg) photometry HSC-Y :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Wide XMM-LSS (RA = 25-45 deg) shape HSC-g :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Wide XMM-LSS (RA = 25-45 deg) shape HSC-r :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Wide XMM-LSS (RA = 25-45 deg) shape HSC-i :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Wide XMM-LSS (RA = 25-45 deg) shape HSC-z :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Wide XMM-LSS (RA = 25-45 deg) shape HSC-Y :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Wide GAMA09H (RA = 125-150 deg) astrometry HSC-g :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Wide GAMA09H (RA = 125-150 deg) astrometry HSC-r :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Wide GAMA09H (RA = 125-150 deg) astrometry HSC-i :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Wide GAMA09H (RA = 125-150 deg) astrometry HSC-z :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Wide GAMA09H (RA = 125-150 deg) astrometry HSC-Y :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Wide GAMA09H (RA = 125-150 deg) photometry HSC-g :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Wide GAMA09H (RA = 125-150 deg) photometry HSC-r :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Wide GAMA09H (RA = 125-150 deg) photometry HSC-i :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Wide GAMA09H (RA = 125-150 deg) photometry HSC-z :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Wide GAMA09H (RA = 125-150 deg) photometry HSC-Y :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Wide GAMA09H (RA = 125-150 deg) shape HSC-g :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Wide GAMA09H (RA = 125-150 deg) shape HSC-r :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Wide GAMA09H (RA = 125-150 deg) shape HSC-i :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Wide GAMA09H (RA = 125-150 deg) shape HSC-z :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Wide GAMA09H (RA = 125-150 deg) shape HSC-Y :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Wide WIDE12H (RA = 165-195 deg) astrometry HSC-g :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Wide WIDE12H (RA = 165-195 deg) astrometry HSC-r :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Wide WIDE12H (RA = 165-195 deg) astrometry HSC-i :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Wide WIDE12H (RA = 165-195 deg) astrometry HSC-z :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Wide WIDE12H (RA = 165-195 deg) astrometry HSC-Y :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Wide WIDE12H (RA = 165-195 deg) photometry HSC-g :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Wide WIDE12H (RA = 165-195 deg) photometry HSC-r :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Wide WIDE12H (RA = 165-195 deg) photometry HSC-i :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Wide WIDE12H (RA = 165-195 deg) photometry HSC-z :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Wide WIDE12H (RA = 165-195 deg) photometry HSC-Y :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Wide WIDE12H (RA = 165-195 deg) shape HSC-g :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Wide WIDE12H (RA = 165-195 deg) shape HSC-r :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Wide WIDE12H (RA = 165-195 deg) shape HSC-i :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Wide WIDE12H (RA = 165-195 deg) shape HSC-z :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Wide WIDE12H (RA = 165-195 deg) shape HSC-Y :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Wide GAMA15H (RA = 205-230 deg) astrometry HSC-g :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Wide GAMA15H (RA = 205-230 deg) astrometry HSC-r :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Wide GAMA15H (RA = 205-230 deg) astrometry HSC-i :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Wide GAMA15H (RA = 205-230 deg) astrometry HSC-z :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Wide GAMA15H (RA = 205-230 deg) astrometry HSC-Y :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Wide GAMA15H (RA = 205-230 deg) photometry HSC-g :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Wide GAMA15H (RA = 205-230 deg) photometry HSC-r :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Wide GAMA15H (RA = 205-230 deg) photometry HSC-i :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Wide GAMA15H (RA = 205-230 deg) photometry HSC-z :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Wide GAMA15H (RA = 205-230 deg) photometry HSC-Y :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Wide GAMA15H (RA = 205-230 deg) shape HSC-g :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Wide GAMA15H (RA = 205-230 deg) shape HSC-r :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Wide GAMA15H (RA = 205-230 deg) shape HSC-i :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Wide GAMA15H (RA = 205-230 deg) shape HSC-z :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Wide GAMA15H (RA = 205-230 deg) shape HSC-Y :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Wide HECTOMAP (RA = 225-255 deg) astrometry HSC-g :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Wide HECTOMAP (RA = 225-255 deg) astrometry HSC-r :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Wide HECTOMAP (RA = 225-255 deg) astrometry HSC-i :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Wide HECTOMAP (RA = 225-255 deg) astrometry HSC-z :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Wide HECTOMAP (RA = 225-255 deg) astrometry HSC-Y :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Wide HECTOMAP (RA = 225-255 deg) photometry HSC-g :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Wide HECTOMAP (RA = 225-255 deg) photometry HSC-r :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Wide HECTOMAP (RA = 225-255 deg) photometry HSC-i :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Wide HECTOMAP (RA = 225-255 deg) photometry HSC-z :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Wide HECTOMAP (RA = 225-255 deg) photometry HSC-Y :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Wide HECTOMAP (RA = 225-255 deg) shape HSC-g :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Wide HECTOMAP (RA = 225-255 deg) shape HSC-r :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Wide HECTOMAP (RA = 225-255 deg) shape HSC-i :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Wide HECTOMAP (RA = 225-255 deg) shape HSC-z :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Wide HECTOMAP (RA = 225-255 deg) shape HSC-Y :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Wide VVDS (RA = 330-350 deg) astrometry HSC-g :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Wide VVDS (RA = 330-350 deg) astrometry HSC-r :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Wide VVDS (RA = 330-350 deg) astrometry HSC-i :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Wide VVDS (RA = 330-350 deg) astrometry HSC-z :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Wide VVDS (RA = 330-350 deg) astrometry HSC-Y :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Wide VVDS (RA = 330-350 deg) photometry HSC-g :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Wide VVDS (RA = 330-350 deg) photometry HSC-r :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Wide VVDS (RA = 330-350 deg) photometry HSC-i :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Wide VVDS (RA = 330-350 deg) photometry HSC-z :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Wide VVDS (RA = 330-350 deg) photometry HSC-Y :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Wide VVDS (RA = 330-350 deg) shape HSC-g :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Wide VVDS (RA = 330-350 deg) shape HSC-r :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Wide VVDS (RA = 330-350 deg) shape HSC-i :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Wide VVDS (RA = 330-350 deg) shape HSC-z :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Wide VVDS (RA = 330-350 deg) shape HSC-Y :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Wide AEGIS (RA = 215 deg) astrometry HSC-g :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Wide AEGIS (RA = 215 deg) astrometry HSC-r :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Wide AEGIS (RA = 215 deg) astrometry HSC-i :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Wide AEGIS (RA = 215 deg) astrometry HSC-z :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Wide AEGIS (RA = 215 deg) astrometry HSC-Y :

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Mean RA offset from SDSS Mean Dec offset from SDSS Mean RA offset from PS1 Mean Dec offset from PS1 Galaxies offset from stars Mean RA offset from PS1-SDSS Mean Dec offset from PS1-SDSS

Wide AEGIS (RA = 215 deg) photometry HSC-g :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Wide AEGIS (RA = 215 deg) photometry HSC-r :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Wide AEGIS (RA = 215 deg) photometry HSC-i :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Wide AEGIS (RA = 215 deg) photometry HSC-z :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Wide AEGIS (RA = 215 deg) photometry HSC-Y :

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Photometry against SDSS Photometry against PS1 PSF – CModel (stars) PSF – Kron (stars)

Wide AEGIS (RA = 215 deg) shape HSC-g :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Wide AEGIS (RA = 215 deg) shape HSC-r :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Wide AEGIS (RA = 215 deg) shape HSC-i :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Wide AEGIS (RA = 215 deg) shape HSC-z :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)

Wide AEGIS (RA = 215 deg) shape HSC-Y :

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Seeing Mean determinant radius difference (stars) Stdev determinant radius difference (stars)