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JOURNALS // Journal of Siberian Federal University. Mathematics & Physics // Archive

J. Sib. Fed. Univ. Math. Phys., 2018 Volume 11, Issue 6, Pages 781–791 (Mi jsfu727)

Multidimensional free interpolation framework for high-precision modeling of slant total electron contents in mid-latitude and equatorial regions

Sergey P. Tsareva, Valery V. Denisenkobc, Marat M. Valikhanovd

a Institute of Space and Information Technologies, Siberian Federal University, Svobodny 79, Krasnoyarsk, 660041, Russia
b Institute of Computational Modeling SB RAS, Academgorodok 50, Krasnoyarsk, 660036
c Institute of Mathematics and Computer Science, Siberian Federal University, Svobodny 79, Krasnoyarsk, 660041 Russia
d Institute of Engineering Physics and Radioelectronics, Siberian Federal University, Svobodny 79, Krasnoyarsk, 660041, Russia

Abstract: Standard models of ionospheric delays have errors of order 1–8 TECU (standard total electron content units). On the basis of the free interpolation framework we propose a new simple model of the slant TEC distributions approximating slant TEC distributions obtained from the three-dimensional ionospheric models NeQuick2 and IRI-2016 with RMS error $<$ 0.05 TECU. The proposed model was tested for varios positions of receivers in mid-latitude and equatorial regions. Stability of the coefficients of the model with respect to the position of the receiver and time is substantiated.

Keywords: ionosphere, total electron content, GLONASS, GPS, interpolation, machine learning.

UDC: 519.876.5, 551.510.535, 621.37

Received: 06.04.2018
Received in revised form: 06.07.2018
Accepted: 06.10.2018

Language: English

DOI: 10.17516/1997-1397-2018-11-6-781-791



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