WP3.7.5 Modify the sky-subtraction framework in the pipeline

lsst-uk / sky-estimation-WP3.7

Repository for sky-subtraction routines to preserve LSB features, including tests with mock data

Apache License 2.0

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WP3.7.5 Modify the sky-subtraction framework in the pipeline #16

Closed tms-epcc closed 1 year ago

tms-epcc commented 4 years ago

Change Request C025 resulted in a change of title, focus and due date.

Modify the sky-subtraction framework in the pipeline by: (a) exploring changes to the pipeline parameters (b) developing bespoke algorithms for sky-subtraction, and optimizing them to work with the pipeline and for speed. The algorithms will take a holistic approach and aim to perform sky subtraction in a way that preserves LSB flux across all types of LSB structures

tms-epcc commented 3 years ago

16/SEP/21

breaking this down into more manageable steps. Started developing software for test and validation. Many more similar iterations with testing on smaller images before testing on HSC data.
Unofficial milestone - the algorithm will be written up into a paper co-authored by Robert Lupton and rest of DM team. Hope for June'22 publication