| Journal of Space Weather and Space Climate | |
| Real time processing of neutron monitor data using the edge editor algorithm | |
| Pavlos PaschalisHelen Mavromichalaki1  | |
| [1] Nuclear and Particle Physics Section, Physics Department, National and Kapodistrian University of Athens,Zografos 15784,Athens,Greece | |
| 关键词: Metadata; Algorithm; Cosmic ray (solar); Cosmic ray (galactic); | |
| Others : 800716 DOI : doi:10.1051/swsc/2012015 |
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| received in 2012-06-14, accepted in 2012-09-04, 发布年份 2012 | |
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【 摘 要 】
The nucleonic component of the secondary cosmic rays is measured by the worldwide network of neutron monitors (NMs). In most cases, a NM station publishes the measured data in a real time basis in order to be available for instant use from the scientific community. The space weather centers and the online applications such as the ground level enhancement (GLE) alert make use of the online data and are highly dependent on their quality. However, the primary data in some cases are distorted due to unpredictable instrument variations. For this reason, the real time primary data processing of the measured data of a station is necessary. The general operational principle of the correction algorithms is the comparison between the different channels of a NM, taking advantage of the fact that a station hosts a number of identical detectors. Median editor, Median editor plus and Super editor are some of the correction algorithms that are being used with satisfactory results. In this work an alternative algorithm is proposed and analyzed. The new algorithm uses a statistical approach to define the distribution of the measurements and introduces an error index which is used for the correction of the measurements that deviate from this distribution.
【 授权许可】
© Owned by the authors, Published by EDP Sciences 2012
【 预 览 】
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【 参考文献 】
- [1]Belov, A.V., Ya.L. Blokh, E.G. Klepach, and V.G. Yanke, Processing of cosmic ray station data: algorithm, computer program and realization, Kosmicheskie Luchi, 25, 113–134, [in Russian], 1988.
- [2]Carmichael, H., Cosmic rays. IQSY Instruction Manual No. 7, 1964.
- [3]Chilingarian, A., A. Hovhannisyan, and B. Mailyan, Median filtering algorithms for multichannel detectors, Proc. 31st ICRC (Lodz), icrc0677, http://icrc2009.uni.lodz.pl/proc/pdf/icrc0677.pdf, 2009.
- [4]Dean, R.B., and W.J. Dixon, Simplified statistics for small numbers of observations, Anal. Chem., 23, 636–638, 1951.
- [5]Hovhannisyan, A., and A. Chilingarian, Median filtering algorithms for multichannel detectors, Adv. Space Res., 47, 1544–1557, 2011.
- [6]Lundstedt, H., Progress in space weather predictions and applications, Adv. Space Res., 36, 2516–2523, 2005.
- [7]Mavromichalaki, H., C. Sarlanis, G. Souvatzoglou, S. Tatsis, A. Belov, E. Eroshenko, V. Yanke, and A. Pchelkin, Athens neutron monitor and its aspects in the cosmic-ray variations studies, Proc. 27th ICRC 2001 (Hamburg), 10, 4099–4103, 2001.
- [8]Mavromichalaki, H., G. Souvatzoglou, Ch. Sarlanis, G. Mariatos, A. Papaioannou, A. Belov, E. Eroshenko, V. Yanke, and NMDB Team, Implementation of the ground level enhancement alert software at NMDB database, New Astronomy, 15, 744–748, 2010.
- [9]McDonald, F.B., Integration of neutron monitor data with spacecraft observations: a historical perspective, Space Sci. Rev., 93, 239–258, 2000.
- [10]Paschalis, P., C. Sarlanis, and H. Mavromichalaki, Artificial neural networks approach of cosmic ray primary data processing, Sol. Phys., 2012, in press.
- [11]Rorabacher, D.B., Statistical treatment for rejection of deviant values: critical values of Dixon’s “Q” parameter and related subrange ratios at the 95% confidence level, Anal. Chem., 63 (2), 139–146, 1991.
- [12]Senn, S., and W. Richardson, The first t-test, Stat. Med., 13 (8), 785–803, 1994.
- [13]Simpson, J.A., The cosmic ray nucleonic component: the invention and scientific uses of the neutron monitor, Space Sci. Rev., 93, 1–20, 2000.
- [14]Souvatzoglou, G., H. Mavromichalaki, C. Sarlanis, G. Mariatos, A. Belov, E. Eroshenko, and V. Yanke, Real time GLE ALERT in the ANMODAP center for December 13, 2006, Adv. Space Res., 43, 728–734, 2009.
- [15]Yanke, V., A. Belov, E. Klepach, E. Eroshenko, N. Nikolaevsky, O. Kryakunova, C. Sarlanis, H. Mavromichalaki, and M. Gerontidou, Primary processing of multichannel cosmic ray detectors, Proc. 32nd ICRC (Beijing), 11, 450–453, 2011.
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