The picasso map-making code: application to a simulation of the QUIJOTE northern sky survey
Abstract
ABSTRACT Map-making is an important step for the data analysis of cosmic microwave background (CMB) experiments. It consists of converting the data, which are typically a long, complex, and noisy collection of measurements, into a map, which is an image of the observed sky. We present in this paper a new map-making code named picasso (Polarization and Intensity CArtographer for Scanned Sky Observations), which was implemented to construct intensity and polarization maps from the Multi Frequency Instrument (MFI) of the QUIJOTE (Q-U-I Joint TEnerife) CMB polarization experiment. picasso is based on the destriping algorithm, and is suited to address specific issues of ground-based microwave observations, with a technique that allows the fit of a template function in the time domain, during the map-making step. This paper describes the picasso code, validating it with simulations and assessing its performance. For this purpose, we produced realistic simulations of the QUIJOTE-MFI survey of the northern sky (approximately ∼20 000 deg2), and analysed the reconstructed maps with picasso, using real and harmonic space statistics. We show that, for this sky area, picasso is able to reconstruct, with high fidelity, the injected signal, recovering all the scales with ℓ > 10 in TT, EE, and BB. Themore »
- Authors:
- Publication Date:
- Research Org.:
- Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States). National Energy Research Scientific Computing Center (NERSC)
- Sponsoring Org.:
- USDOE Office of Science (SC); European Union (EU)
- OSTI Identifier:
- 1819384
- Alternate Identifier(s):
- OSTI ID: 1982529
- Grant/Contract Number:
- AC02-05CH11231; 687312
- Resource Type:
- Published Article
- Journal Name:
- Monthly Notices of the Royal Astronomical Society
- Additional Journal Information:
- Journal Name: Monthly Notices of the Royal Astronomical Society Journal Volume: 507 Journal Issue: 3; Journal ID: ISSN 0035-8711
- Publisher:
- Oxford University Press
- Country of Publication:
- United Kingdom
- Language:
- English
- Subject:
- 79 ASTRONOMY AND ASTROPHYSICS; Astronomy; Astrophysics; Data analysis; Cosmic background radiation; Cosmology; Observations; Diffuse radiation
Citation Formats
Guidi, F., Rubiño-Martín, J. A., Pelaez-Santos, A. E., Génova-Santos, R. T., Ashdown, M., Barreiro, R. B., Bilbao-Ahedo, J. D., Harper, S. E., and Watson, R. A. The picasso map-making code: application to a simulation of the QUIJOTE northern sky survey. United Kingdom: N. p., 2021.
Web. doi:10.1093/mnras/stab2422.
Guidi, F., Rubiño-Martín, J. A., Pelaez-Santos, A. E., Génova-Santos, R. T., Ashdown, M., Barreiro, R. B., Bilbao-Ahedo, J. D., Harper, S. E., & Watson, R. A. The picasso map-making code: application to a simulation of the QUIJOTE northern sky survey. United Kingdom. https://doi.org/10.1093/mnras/stab2422
Guidi, F., Rubiño-Martín, J. A., Pelaez-Santos, A. E., Génova-Santos, R. T., Ashdown, M., Barreiro, R. B., Bilbao-Ahedo, J. D., Harper, S. E., and Watson, R. A. Tue .
"The picasso map-making code: application to a simulation of the QUIJOTE northern sky survey". United Kingdom. https://doi.org/10.1093/mnras/stab2422.
@article{osti_1819384,
title = {The picasso map-making code: application to a simulation of the QUIJOTE northern sky survey},
author = {Guidi, F. and Rubiño-Martín, J. A. and Pelaez-Santos, A. E. and Génova-Santos, R. T. and Ashdown, M. and Barreiro, R. B. and Bilbao-Ahedo, J. D. and Harper, S. E. and Watson, R. A.},
abstractNote = {ABSTRACT Map-making is an important step for the data analysis of cosmic microwave background (CMB) experiments. It consists of converting the data, which are typically a long, complex, and noisy collection of measurements, into a map, which is an image of the observed sky. We present in this paper a new map-making code named picasso (Polarization and Intensity CArtographer for Scanned Sky Observations), which was implemented to construct intensity and polarization maps from the Multi Frequency Instrument (MFI) of the QUIJOTE (Q-U-I Joint TEnerife) CMB polarization experiment. picasso is based on the destriping algorithm, and is suited to address specific issues of ground-based microwave observations, with a technique that allows the fit of a template function in the time domain, during the map-making step. This paper describes the picasso code, validating it with simulations and assessing its performance. For this purpose, we produced realistic simulations of the QUIJOTE-MFI survey of the northern sky (approximately ∼20 000 deg2), and analysed the reconstructed maps with picasso, using real and harmonic space statistics. We show that, for this sky area, picasso is able to reconstruct, with high fidelity, the injected signal, recovering all the scales with ℓ > 10 in TT, EE, and BB. The signal error is better than 0.001 per cent at 20 < ℓ < 200. Finally, we validated some of the methods that will be applied to the real wide-survey data, like the detection of the CMB anisotropies via cross-correlation analyses. Despite that the implementation of picasso is specific for QUIJOTE-MFI data, it could be adapted to other experiments.},
doi = {10.1093/mnras/stab2422},
journal = {Monthly Notices of the Royal Astronomical Society},
number = 3,
volume = 507,
place = {United Kingdom},
year = {Tue Aug 24 00:00:00 EDT 2021},
month = {Tue Aug 24 00:00:00 EDT 2021}
}
https://doi.org/10.1093/mnras/stab2422
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