Iuliana C Niţu
A Gaussian-processes approach to fitting for time-variable spherical solar wind in pulsar timing data
Niţu, Iuliana C; Keith, Michael J; Tiburzi, Caterina; Brüggen, Marcus; Champion, David J.; Chen, Siyuan; Cognard, Ismaël; Desvignes, Gregory; Dettmar, Ralf Jürgen; Grießmeier, Jean Mathias; Guillemot, Lucas; Guo, Yanjun; Hoeft, Matthias; Hu, Huanchen; Jang, Jiwoong; Janssen, Gemma H; Jawor, Jedrzej; Karuppusamy, Ramesh; Keane, Evan F.; Kramer, Michael; Künsemöller, Jörn; Lackeos, Kristen; Liu, Kuo; Main, Robert A.; McKee, James W.; Porayko, Nataliya K.; Shaifullah, Golam M.; Theureau, Gilles; Vocks, Christian
Authors
Michael J Keith
Caterina Tiburzi
Marcus Brüggen
David J. Champion
Siyuan Chen
Ismaël Cognard
Gregory Desvignes
Ralf Jürgen Dettmar
Jean Mathias Grießmeier
Lucas Guillemot
Yanjun Guo
Matthias Hoeft
Huanchen Hu
Jiwoong Jang
Gemma H Janssen
Jedrzej Jawor
Ramesh Karuppusamy
Evan F. Keane
Michael Kramer
Jörn Künsemöller
Kristen Lackeos
Kuo Liu
Robert A. Main
James W. McKee
Nataliya K. Porayko
Golam M. Shaifullah
Gilles Theureau
Christian Vocks
Abstract
Propagation effects are one of the main sources of noise in high-precision pulsar timing. For pulsars below an ecliptic latitude of 5◦, the ionized plasma in the solar wind can introduce dispersive delays of order 100 μs around solar conjunction at an observing frequency of 300 MHz. A common approach to mitigate this assumes a spherical solar wind with a time-constant amplitude. However, this has been shown to be insufficient to describe the solar wind. We present a linear, Gaussian-process piecewise Bayesian approach to fit a spherical solar wind of time-variable amplitude, which has been implemented in the pulsar software RUN ENTERPRISE. Through simulations, we find that the current EPTA+InPTA data combination is not sensitive to such variations; however, solar wind variations will become important in the near future with the addition of new InPTA data and data collected with the low-frequency LOFAR telescope. We also compare our results for different high-precision timing data sets (EPTA+InPTA, PPTA, and LOFAR) of 3 ms pulsars (J0030+0451, J1022+1001, J2145−0450), and find that the solar-wind amplitudes are generally consistent for any individual pulsar, but they can vary from pulsar to pulsar. Finally, we compare our results with those of an independent method on the same LOFAR data of the three millisecond pulsars. We find that differences between the results of the two methods can be mainly attributed to the modelling of dispersion variations in the interstellar medium, rather than the solar wind modelling.
Citation
Niţu, I. C., Keith, M. J., Tiburzi, C., Brüggen, M., Champion, D. J., Chen, S., Cognard, I., Desvignes, G., Dettmar, R. J., Grießmeier, J. M., Guillemot, L., Guo, Y., Hoeft, M., Hu, H., Jang, J., Janssen, G. H., Jawor, J., Karuppusamy, R., Keane, E. F., Kramer, M., …Vocks, C. (2024). A Gaussian-processes approach to fitting for time-variable spherical solar wind in pulsar timing data. Monthly notices of the Royal Astronomical Society, 528(2), 3304-3319. https://doi.org/10.1093/mnras/stae220
Journal Article Type | Article |
---|---|
Acceptance Date | Jan 17, 2024 |
Online Publication Date | Jan 19, 2024 |
Publication Date | Feb 1, 2024 |
Deposit Date | Feb 9, 2024 |
Publicly Available Date | Feb 13, 2024 |
Journal | Monthly Notices of the Royal Astronomical Society |
Print ISSN | 0035-8711 |
Electronic ISSN | 1365-2966 |
Publisher | Oxford University Press |
Peer Reviewed | Peer Reviewed |
Volume | 528 |
Issue | 2 |
Pages | 3304-3319 |
DOI | https://doi.org/10.1093/mnras/stae220 |
Keywords | Methods: data analysis; Solar wind, pulsars: general; Pulsars: individual: PSR J0030+0451, PSR J1022+1001, PSR J2145–0450 |
Public URL | https://hull-repository.worktribe.com/output/4539072 |
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Copyright Statement
© 2024 The Author(s). Published by Oxford University Press on behalf of Royal Astronomical Society.
This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
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