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Foreground subtraction and power spectrum computing pipeline for SKA SDC3a

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Foreground subtraction and power spectrum computing pipeline for SKA SDC3a

DOI

To run the pipeline, first create a 'config.ini' file in current dir:

[DEFAULT]
img_file = /dir/to/SKA/SDC3/ZW3.msw_image.fits
test_img_file = /dir/to/SKA/SDC3/TestDataset.msw_image.fits
beam_file = /dir/to/SKA/SDC3/station_beam.fits
true_pk2d_file = /dir/to/SKA/SDC3/TestDatasetTRUTH_166MHz-181MHz.data
test_pk2d_file = ./TianlaiTest_166MHz-181MHz.data
test_err_file = ./TianlaiTest_166MHz-181MHz_errors.data

Run the pipeline as follows:

> python pipe.py

Run pipeline for the Test Dataset as follows:

> python test_pipe.py

TODO:

  1. Try various foreground subtraction method;
  2. Check unit conversion;
  3. Power spectrum error estimation;
  4. PSF deconvolution.

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Foreground subtraction and power spectrum computing pipeline for SKA SDC3a

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