The following query was run for each band to detect high quality three-band detections with single-band outliers in chisqr. If the hot pixel problem contaminates stars then there could be a population of sources in the database with corrupted photometry. This analysis focuses only on AAA sources.
create table hih as select * from v3_pscat where ph_qual='AAA' and h_psfchi between 2.5 and 10.0 and j_psfchi<1.3 and k_psfchi<1.3 and prox>8. and cc_flg='000'and similarly for J and Ks...
Counts -- total and abs(glat)>20.: wsdb=> select count(*) from hij; ---- 57618 wsdb=> select count(*) from hih; ---- 38298 wsdb=> select count(*) from hik; ---- 100540 wsdb=> select count(*) from hij where abs(equ2glat(ra,decl))>20.; 11323 wsdb=> select count(*) from hih where abs(equ2glat(ra,decl))>20.; 10259 wsdb=> select count(*) from hik where abs(equ2glat(ra,decl))>20.; 21641
Below are color magnitude diagrams for the three populations. Observations:
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| J-band | H-band | Ks-band |