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Incorporate average beam pattern during imaging (Mosaicing) #1

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landmanbester opened this issue Apr 17, 2020 · 6 comments
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@landmanbester
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Because of the way the algo is structured it should be trivial to incorporate an average primary beam pattern in the measurement model. This should be better than an image space PB correction because it is formulated as a forward model. My main reason for wanting this is to make mosaics. The algorithmic structure should make this quite natural. You basically need to keep track of a PSF and primary beam pattern for unique PHASE_DIR. I think it should be as simple as rephasing the measurement sets and then making primary beam patterns with the centre of the beam at the individual phase centres. @o-smirnov does that sound correct or am I missing something? I think the w-term should be taken care of by the gridder as long as the measurement sets are correctly rephased, something that is easy to do using the prep_data.py script

@landmanbester
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We also need this for the SPI fitter #8

@landmanbester
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For reference, the phase and w-screen shifting required for the wgrider should be easy to test with the python implementation of the wgridder given here

https://gitlab.mpcdf.mpg.de/mtr/ducc/-/blob/ducc0/python/demos/wgridder_python_implementations.py

@landmanbester
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About time I get back to this. I want to start by using a single beam for all antennas so I'm trying to incorporate the average MeerKAT primary beam patterns here

https://archive-gw-1.kat.ac.za/public/repository/10.48479/wdb0-h061/index.html

From the pdf document I assume we need to flip the beam pattern vertically before adding parallactic angle rotation etc. Anyone know what the correct convention is? Pinging @o-smirnov @bennahugo @IanHeywood

@bennahugo
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bennahugo commented Nov 7, 2023 via email

@landmanbester
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Thanks @bennahugo. It sounds like a bit of a nightmare getting this right for the full polarisation response, especially if we want to combine data from multiple bands. Do you know of a memo or paper documenting the conventions for MeerKAT anywhere? It would be great if we can make all bands consistent upfront

@bennahugo
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bennahugo commented Nov 7, 2023 via email

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