A high resolution foreground model for the MWA EoR1 field: model and implications for EoR power spectrum analysis
The current generation of experiments aiming to detect the neutral hydrogen signal from the Epoch of Reionisation (EoR) is likely to be limited by systematic effects associated with removing foreground sources from target fields. In this paper, we develop a model for the compact foreground sources i...
| Main Authors: | , , , , , , , , , , , , , , , , , , , , , , , , , |
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| Format: | Journal Article |
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Cambridge University Press
2017
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| Online Access: | http://purl.org/au-research/grants/arc/DE140100316 http://hdl.handle.net/20.500.11937/56836 |
| _version_ | 1848759949064142848 |
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| author | Procopio, P. Wayth, R. Line, J. Trott, Cathryn Intema, H. Mitchell, D. Pindor, B. Riding, J. Tingay, S. Bell, M. Callingham, J. Dwarakanath, K. For, B. Gaensler, B. Hancock, P. Hindson, L. Hurley-Walker, N. Johnston-Hollitt, M. Kapinska, A. Lenc, E. McKinley, B. Morgan, J. Offringa, A. Staveley-Smith, L. Wu, C. Zheng, Q. |
| author_facet | Procopio, P. Wayth, R. Line, J. Trott, Cathryn Intema, H. Mitchell, D. Pindor, B. Riding, J. Tingay, S. Bell, M. Callingham, J. Dwarakanath, K. For, B. Gaensler, B. Hancock, P. Hindson, L. Hurley-Walker, N. Johnston-Hollitt, M. Kapinska, A. Lenc, E. McKinley, B. Morgan, J. Offringa, A. Staveley-Smith, L. Wu, C. Zheng, Q. |
| author_sort | Procopio, P. |
| building | Curtin Institutional Repository |
| collection | Online Access |
| description | The current generation of experiments aiming to detect the neutral hydrogen signal from the Epoch of Reionisation (EoR) is likely to be limited by systematic effects associated with removing foreground sources from target fields. In this paper, we develop a model for the compact foreground sources in one of the target fields of the MWA’s EoR key science experiment: the ‘EoR1’ field. The model is based on both the MWA’s GLEAM survey and GMRT 150 MHz data from the TGSS survey, the latter providing higher angular resolution and better astrometric accuracy for compact sources than is available from the MWA alone. The model contains 5 049 sources, some of which have complicated morphology in MWA data, Fornax A being the most complex. The higher resolution data show that 13% of sources that appear point-like to the MWA have complicated morphology such as double and quad structure, with a typical separation of 33 arcsec. We derive an analytic expression for the error introduced into the EoR two-dimensional power spectrum due to peeling close double sources as single point sources and show that for the measured source properties, the error in the power spectrum is confined to high k ⊥ modes that do not affect the overall result for the large-scale cosmological signal of interest. The brightest 10 mis-modelled sources in the field contribute 90% of the power bias in the data, suggesting that it is most critical to improve the models of the brightest sources. With this hybrid model, we reprocess data from the EoR1 field and show a maximum of 8% improved calibration accuracy and a factor of two reduction in residual power in k-space from peeling these sources. Implications for future EoR experiments including the SKA are discussed in relation to the improvements obtained. |
| first_indexed | 2025-11-14T10:08:00Z |
| format | Journal Article |
| id | curtin-20.500.11937-56836 |
| institution | Curtin University Malaysia |
| institution_category | Local University |
| last_indexed | 2025-11-14T10:08:00Z |
| publishDate | 2017 |
| publisher | Cambridge University Press |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | curtin-20.500.11937-568362022-09-06T04:21:16Z A high resolution foreground model for the MWA EoR1 field: model and implications for EoR power spectrum analysis Procopio, P. Wayth, R. Line, J. Trott, Cathryn Intema, H. Mitchell, D. Pindor, B. Riding, J. Tingay, S. Bell, M. Callingham, J. Dwarakanath, K. For, B. Gaensler, B. Hancock, P. Hindson, L. Hurley-Walker, N. Johnston-Hollitt, M. Kapinska, A. Lenc, E. McKinley, B. Morgan, J. Offringa, A. Staveley-Smith, L. Wu, C. Zheng, Q. The current generation of experiments aiming to detect the neutral hydrogen signal from the Epoch of Reionisation (EoR) is likely to be limited by systematic effects associated with removing foreground sources from target fields. In this paper, we develop a model for the compact foreground sources in one of the target fields of the MWA’s EoR key science experiment: the ‘EoR1’ field. The model is based on both the MWA’s GLEAM survey and GMRT 150 MHz data from the TGSS survey, the latter providing higher angular resolution and better astrometric accuracy for compact sources than is available from the MWA alone. The model contains 5 049 sources, some of which have complicated morphology in MWA data, Fornax A being the most complex. The higher resolution data show that 13% of sources that appear point-like to the MWA have complicated morphology such as double and quad structure, with a typical separation of 33 arcsec. We derive an analytic expression for the error introduced into the EoR two-dimensional power spectrum due to peeling close double sources as single point sources and show that for the measured source properties, the error in the power spectrum is confined to high k ⊥ modes that do not affect the overall result for the large-scale cosmological signal of interest. The brightest 10 mis-modelled sources in the field contribute 90% of the power bias in the data, suggesting that it is most critical to improve the models of the brightest sources. With this hybrid model, we reprocess data from the EoR1 field and show a maximum of 8% improved calibration accuracy and a factor of two reduction in residual power in k-space from peeling these sources. Implications for future EoR experiments including the SKA are discussed in relation to the improvements obtained. 2017 Journal Article http://hdl.handle.net/20.500.11937/56836 10.1017/pasa.2017.26 http://purl.org/au-research/grants/arc/DE140100316 Cambridge University Press fulltext |
| spellingShingle | Procopio, P. Wayth, R. Line, J. Trott, Cathryn Intema, H. Mitchell, D. Pindor, B. Riding, J. Tingay, S. Bell, M. Callingham, J. Dwarakanath, K. For, B. Gaensler, B. Hancock, P. Hindson, L. Hurley-Walker, N. Johnston-Hollitt, M. Kapinska, A. Lenc, E. McKinley, B. Morgan, J. Offringa, A. Staveley-Smith, L. Wu, C. Zheng, Q. A high resolution foreground model for the MWA EoR1 field: model and implications for EoR power spectrum analysis |
| title | A high resolution foreground model for the MWA EoR1 field: model and implications for EoR power spectrum analysis |
| title_full | A high resolution foreground model for the MWA EoR1 field: model and implications for EoR power spectrum analysis |
| title_fullStr | A high resolution foreground model for the MWA EoR1 field: model and implications for EoR power spectrum analysis |
| title_full_unstemmed | A high resolution foreground model for the MWA EoR1 field: model and implications for EoR power spectrum analysis |
| title_short | A high resolution foreground model for the MWA EoR1 field: model and implications for EoR power spectrum analysis |
| title_sort | high resolution foreground model for the mwa eor1 field: model and implications for eor power spectrum analysis |
| url | http://purl.org/au-research/grants/arc/DE140100316 http://hdl.handle.net/20.500.11937/56836 |