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Journal of Siberian Federal University. Mathematics & Physics, 2018, Volume 11, Issue 6, Pages 781–791
DOI: https://doi.org/10.17516/1997-1397-2018-11-6-781-791
(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
References:
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.
Funding agency Grant number
Ministry of Education and Science of the Russian Federation 1.8591.2017/6.7
S. P. Tsarev was supported by the grant from the Ministry of Education and Science of the Russian Federation no. 1.8591.2017/6.7.
Received: 06.04.2018
Received in revised form: 06.07.2018
Accepted: 06.10.2018
Bibliographic databases:
Document Type: Article
UDC: 519.876.5, 551.510.535, 621.37
Language: English
Citation: Sergey P. Tsarev, Valery V. Denisenko, Marat M. Valikhanov, “Multidimensional free interpolation framework for high-precision modeling of slant total electron contents in mid-latitude and equatorial regions”, J. Sib. Fed. Univ. Math. Phys., 11:6 (2018), 781–791
Citation in format AMSBIB
\Bibitem{TsaDenVal18}
\by Sergey~P.~Tsarev, Valery~V.~Denisenko, Marat~M.~Valikhanov
\paper Multidimensional free interpolation framework for high-precision modeling of slant total electron contents in mid-latitude and equatorial regions
\jour J. Sib. Fed. Univ. Math. Phys.
\yr 2018
\vol 11
\issue 6
\pages 781--791
\mathnet{http://mi.mathnet.ru/jsfu727}
\crossref{https://doi.org/10.17516/1997-1397-2018-11-6-781-791}
\isi{https://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=Publons&SrcAuth=Publons_CEL&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=000452216700014}
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    Журнал Сибирского федерального университета. Серия "Математика и физика"
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