Details
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Type:
Bug
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Status: Done
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Resolution: Done
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Fix Version/s: None
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Component/s: None
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Labels:None
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Story Points:3
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Epic Link:
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Team:Data Release Production
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Urgent?:No
Description
In the process of compiling the Characterization Metric Report for v22.0.0 of the Science Pipelines, Jeffrey Carlin noticed that the residual ellipticity correlation function metric values (TEx) computed with faro increased by two or more orders of magnitude in some bands relative to previous reports (see Section 5 of the report). There have been recent updates in the way that faro computes the TEx metrics. Previously, the reported values came from matched source catalogs (i.e., average of single-epoch measurements) whereas now the calculation is done on the coadd (deepCoadd_forced_src). Also, the scalar metric value reported by faro is now the average of absolute values of the correlation function values over a range of angular scales, rather than the absolute value of the average of the correlation function values over a range of angular scales.
Upon further investigation, it appears that the i-band performance is roughly as expected, but the r and z bands exhibit large systematic offsets between measured and PSF model ellipticities for selected stars. The effect is persistent with different quality flag selections (e.g., detect_isPrimary and detect_isIsolated) and varying SNR thresholds. The differences are observed in the moments as well.
The effect was first noticed for collection HSC/runs/RC2/w_2021_18/DM-29973 tract 9615, and is also observed in collection HSC/runs/RC2/w_2021_14/DM-29528 tract 9615.
Colin S. pulled up the ellipticity residual plots (like those Lauren shared above) for w_18 and w_14, and the residuals are noticeably larger for w_18. Not sure if that is a concern.
Also, I'm curious about those figures – it says "cat forced scarlet" at the bottom. R. Lupton recently explained that once sources have been deblended by scarlet, their PSFs are not preserved, and they should thus not be used for ellipticity/shape assessment. To ensure non-deblended sources, I think instead of deblend_nChild==0, one has to use deblend_isPrimary and deblend_isIsolated. Can you guys confirm the correct source selection to use?