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Long Term Ionospheric VTEC Variation During Solar cycle 24 as Observed from Indian IGS GPS Station
S. Kundu1 , S. Sasmal2 , S. K. Chakrabarti3
Section:Research Paper, Product Type: Journal-Paper
Vol.9 ,
Issue.4 , pp.1-12, Aug-2021
Online published on Aug 31, 2021
Copyright © S. Kundu, S. Sasmal, S. K. Chakrabarti . This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
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IEEE Style Citation: S. Kundu, S. Sasmal, S. K. Chakrabarti, “Long Term Ionospheric VTEC Variation During Solar cycle 24 as Observed from Indian IGS GPS Station,” International Journal of Scientific Research in Physics and Applied Sciences, Vol.9, Issue.4, pp.1-12, 2021.
MLA Style Citation: S. Kundu, S. Sasmal, S. K. Chakrabarti "Long Term Ionospheric VTEC Variation During Solar cycle 24 as Observed from Indian IGS GPS Station." International Journal of Scientific Research in Physics and Applied Sciences 9.4 (2021): 1-12.
APA Style Citation: S. Kundu, S. Sasmal, S. K. Chakrabarti, (2021). Long Term Ionospheric VTEC Variation During Solar cycle 24 as Observed from Indian IGS GPS Station. International Journal of Scientific Research in Physics and Applied Sciences, 9(4), 1-12.
BibTex Style Citation:
@article{Kundu_2021,
author = {S. Kundu, S. Sasmal, S. K. Chakrabarti},
title = {Long Term Ionospheric VTEC Variation During Solar cycle 24 as Observed from Indian IGS GPS Station},
journal = {International Journal of Scientific Research in Physics and Applied Sciences},
issue_date = {8 2021},
volume = {9},
Issue = {4},
month = {8},
year = {2021},
issn = {2347-2693},
pages = {1-12},
url = {https://www.isroset.org/journal/IJSRPAS/full_paper_view.php?paper_id=2463},
publisher = {IJCSE, Indore, INDIA},
}
RIS Style Citation:
TY - JOUR
UR - https://www.isroset.org/journal/IJSRPAS/full_paper_view.php?paper_id=2463
TI - Long Term Ionospheric VTEC Variation During Solar cycle 24 as Observed from Indian IGS GPS Station
T2 - International Journal of Scientific Research in Physics and Applied Sciences
AU - S. Kundu, S. Sasmal, S. K. Chakrabarti
PY - 2021
DA - 2021/08/31
PB - IJCSE, Indore, INDIA
SP - 1-12
IS - 4
VL - 9
SN - 2347-2693
ER -
Abstract :
We use the IGS (International Geodesic Survey) dual-frequency GPS data of Indian low latitude IGS Station IISC, Bangalore (13.02 ?N, 77.57 ?E), to compute the Total Electron Content (TEC) to study the solar activity variation of the ionosphere. To study the TEC variation with solar activity, we choose a complete solar cycle 24 during the period 2007-2020. We study the variation of TEC with sunspot numbers which is the quantitative measure of the solar activity. We observe the variation of TEC with the solar activity parameter such as solar flux and the EUV flux. The estimated TEC gradually increases from a minimum to maximum during 2007 to 2014 and then again decreases during 2015-2020 to a minimum which follows the sunspot numbers variation over the complete solar cycle. We use the EOF decomposition model using GPS-TEC data for the entire solar cycle. The diurnal, seasonal, annual TEC variation and its corresponding trend with solar activity are observed using the EOF-TEC method. The EOF-TEC data is highly correlated to GPS-TEC data with a value of correlation coefficient of 0.9323. The performance of the model is also good with the RMSE value of 5.7891 and the NRMSE value is 16%. We also use the IRI-2016 TEC to study the diurnal, annual variation of TEC with solar activity and verify our observed and model data. The IRI-TEC is comparatively low but the solar activity dependence of TEC matches with the GPS-TEC and EOF-TEC values satisfactorily. the diurnal TEC attains a maximum value at the afternoon 13:00-17:00 IST for this low latitude station which is observed for all TEC throughout the solar cycle. We observe that for seasonal variation, the value of GPS-TEC is maximum for the equinox. The equinoctial GPS-TEC is maximum followed by winter and summer. A similar kind of outcome is found in EOF-TEC. We show the positive correlation between TEC, sunspot, solar flux (F10.7 cm), and EUV flux for the entire solar cycle.
Key-Words / Index Term :
Ionosphere – Wave propagation – ,GPS-TEC–, Solar activity–, EOF-TEC–,24th solar cycle
References :
[1] S.K. Mitra, “The upper atmosphere”, The Asiatic Society, Calcutta, 1992.
[2] T.F. Tascione, “Introduction to the Space Enviroment”, Krieger Publishing Company, Malabar, USA, 1994.
[3] R.D. Hunsucker, and J.K. Hargreaves, “The high-latitude ionosphere and its effects on radio propagation”, Cambridge University Press, USA, 2003.
[4] T. Basak, “Study of the effects on lower ionosphere due to solar phenom- ena using Very Low Frequency Radio wave propagation”, Ph.D. dissertation, University of Calcutta, 2013.
[5] B. Zolesi, & L.R. Cander,“Ionosphere Prediction and Forcasting”, Springer, pp.235, 2014.
[6] B. Hofmann-Wellenhof, H. Lichtenegger, and J. Collins, “Global Positioning System Theory and Practice”, Springer-Verlag, Berlin, Heidel- berg, New York, pp. 389, 1992.
[7] J.M. Forbes, S.E. Palo, X. Zhang, “Variability of the ionosphere”. J. Atmos. Sol. Terr. Phys. Vol.62, pp.685–693, 2000.
[8] C. She, W. Wan, G. Xu, “Climatological analysis and modeling of the ionospheric global electron content”, Chin. Sci. Bull, Vol.53, No. 2, pp.282–288, 2008.
[9] J.L. Lean, R.R. Meier, J.M. Picone, J.T. Emmert, “Ionospheric total electron content: global and hemispheric climatology.” J. Geophys. Res, Vol.116, pp.A10318, 2011.
[10] S.H. Li, J.H. Peng, W.Xu, K. Qin, “Time series modeling and analysis of trends of daily averaged ionospheric total electron content”, Adv. Space Res, Vol.52, pp.801–809, 2013.
[11] R.G. Rastogi, and R.P. Sharma, “Ionospheric electron content at Ahmed- abad (near the crest of the equatorial anomaly) by using beacon satellite transmission during half a solar cycle”, Planet, Space Sci, Vol.19, pp.1505–1517, 1971.
[12] A.V. da Rosa, H. Waldman, J. Bendito, and O.K. Garriott, “Response of the ionospheric electron content to fluctuations in solar activity”, J. Atmos. Terr. Phys, Vol.35, pp.1429–1442, 1973.
[13] K. Davies, R.F. Donnelly, R.N. Grubb, and P.V.S. Rama Rao, “ATS-6 satellite radio beacon measurements on Ootacamund ,India”, Radio Sci, Vol.14, pp.85–95, 1979.
[14] R. Warnant, “The increase of ionospheric activity as measured by GPS”, Earth Planets Space, Vol.52, pp.1055–1060, 2000.
[15] P. Galav, N. Dashora, S. Sharma, R. Pandey, Characterization of low latitude GPS-TEC during very low solar activity phase, Journal of Atmospheric and Solar-Terrestrial Physics, Vol.72 No. 17, pp.1309-1317, 2010.
[16] M.P. Natali, and A. Meza, “Annual and Semiannual Variations of VerticalTo- tal Electron Content during High Solar Activity Based on GPS Observa- tions”, Annales Geophysicae, Vol. 29, pp. 865–873, 2011.
[17] A.O. Akala, G.K. Seemala, P.H. Doherty, C.E. Valladares, C.S. Carrano, J. Espinoza, and S. Oluyo, S., “Comparison of Equatorial GPS-TEC observa- tions over an African Station and an American Station, during the Min- imum and Ascending Phases of solar cycle 24”, Annales Geophysicae, Vol.31, pp.2085–2096, 2013.
[18] G. Liu, W. Huang, J. Gong, and H. Shen, “Seasonal Variability of GPS- VTEC and Model during Low Solar Activity Period (2006-2007) near the Equatorial Ionization Anomaly Crest location in Chinese Zone” Advances in Space Research , Vol.51, pp.366–376, 2013.
[19] S. Oron, F.M. D’ujanga,and T.J. Ssenyonga, “Ionospheric TEC Variations during the Ascending Solar Activity Phase at an Equatorial Station Uganda”, Indiand Journal of Radio & Space Physics, Vol.42, pp.7–17, 2013.
[20] F.M. D’ujanga, P. Opio, F. Twinomugisha, “Variation of the total electron content with solar activity during the ascending phase of Solar Cycle-24 observed at Makerere University Kampala. In: T. Fuller-Rowell, E. Yizengaw, P.H. Doherty, S. Basu, (eds.) Ionospheric Space Weather: Longitude and Hemispheric Dependences and Lower Atmosphere Forcing, John Wiley & Sons, Inc., Hoboken , 2016.
[21] S.T. Oluwadare, C.N. Thai, C.N., A.O. Akala, S. Heise, M. Alizadeh, H. Schuh, “Characterization of GPS-TEC over African equatorial ionization anomaly (EIA) region during 2009–2016”, Adv. Space Res, Vol.63, Issue.1, pp.282–301,2019.
[22] P.V.S. Rama Rao, K. Niranjan, S. Gopi Krishna, D.S.S.V.V.D. Prasad, “Temporal and spatial variations in TEC using simultaneous mea- surements from the Indian GPS network of receivers during the low solar activity period of 2004-2005”, Ann. Geophys, Vol.24, pp.3279–3292, 2006,
[23] M. Bagiya, H. Joshi, K. Iyer, M. Aggarwal, S. Ravindran, V.M. Pathan, “TEC variations during low solar activity period (2005–2007) near the Equatorial Ionospheric Anomaly Crest region in India”, Annales Geophysicae, Vol.27, 2009.
[24] S.P. Karia, and K.N. Pathak, “GPS Based TEC Measurements for a Period August 2008-December 2009 near the Northern Crest of Indian Equatorial Anomaly Region”, Journal of Earth System Science, Vol.120, pp.851-858, 2011.
[25] K. Venkatesh, P.R. Fagundes, D.S.V.V.D. Prasad, C.M. Denardini, A.J. de Abreu, Pillat, R. de Jesus, and M. Gende, “Day-to-Day Variability of Equatorial Electrojet and Its Role on the Day-to-Day Characteristics of the Equatorial Ionization Anomaly over the Indian and Brazilian Sectors”, Journal of Geophysical Research: Space Physics, Vol.120, pp.9117–9131, 2015.
[26] N.C. Patel, S.P. Karia, K.N. Pathak, “GPS-TEC Variation during Low to High Solar Activity Period (2010-2014) under the Northern Crest of Indian Equatorial Ionization Anomaly Region”, Positioning, Vol.8, pp.13-35, 2017.
[27] S.S. Rao, M. Chakraborty, S. Kumar, and A.K. Singh,” Low-latitude ionospheric response from GPS, IRI and TIE-GCM TEC to Solar Cycle 24”, Astrophysics and Space Science, Vol.12, pp-364, 2019.
[28] C.C. Wu, C.D. Fryb, J.Y. Liu, K. Lioud, and C.L. Tseng, “Annual TEC variation in the equatorial anomaly region during the solar minimum– September 1996–August 1997”, J. Atmos. Sol.Terr. Phys., Vol.66, pp.199–207, 2004.
[29] V. Chauhan, O.P. Singh, and B. Singh, “Diurnal and seasonal variation of GPS TEC during a low solar period as observed at a low latitude station Agra”, Indian J. Radio Space, Vol.40, pp.26–36, 2011.
[30] G.J. Bailey, Y.Z. Su, and K.I. Oyama, “Yearly variations in the low-latitude topside ionosphere”,Ann. Geophys.,Vol.18, pp.789–798, 2000.
[31] R. Pandey, and N. Dashora, “Space weather studies at the crest of the equato- rial ionization anomaly using GPS receiver”, Paper presented at XXVIIIth URSI General Assembly, India, 2006.
[32] B.Zhao, W.Wan, L.Liu , X. Yue, S. Venkatraman, “Statistical characteristics of the total ion density in the topside ionosphere during the period 1996–2004 using empirical orthogonal function (EOF) analysis”, Ann. Geophys, Vol.23, pp.3615–3631, 2005.
[33] T. Mao, W. Wan, X. Yue, L. Sun, B. Zhao, J. Guo, “An empirical orthogonal function model of total electron content over China”, Radio Sci, Vol. 43, pp.RS2009, 2008.
[34] Earcha. A, D, Zhang, Z. Xiao, Y. Hao Y., A.J. Ridley, M. Moldwin, “Modeling ionospheric foF2 by using empirical orthogonal function Analysis”, Ann. Geophys., Vol. 29, pp.1501–1515. 2011.
[35] Earcha., A. D., Zhang, A.J. Ridley, Z. Xiao, Y. Hao, “ A global model: Empirical orthogonal function analysis of total electron content 1999-2009 data”, J. Geophys. Res., Vol.117, pp. A03328 2012.
[36] Z. Bouya, M. Terkildsen, M. Francis, D. Neudegg,, “EOF Analysis applied to Australian Regional Ionospheric TEC modelling”, Thailand, 2012.
[37] J. Uwamahoro, J.B. Habarulema, “Modelling total electron content during geomagnetic storm conditions using empirical orthogonal functions and neural networks”, J. Geophys. Res. Space Physics, Vol. 120, pp. 11000–11012, 2015.
[38] J.R.K.K. Dabbakuti,., Ratnam, D.V. “Modeling and analysis of GPS-TEC low latitude climatology during the 24th solar cycle using empirical orthogonal functions”, Adv. Space Res, Vol. 60, pp. 1751–1764, 2017.
[39] X. Chang, B. Zou, J. Guo, G. Zhu, W. Li, W. Li, “One sliding PCA method to detect ionospheric anomalies before strong Earthquakes: cases study of Qinghai, Honshu, Hotan and Nepal earth- quakes”, Adv. Space Res., Vol.59 (8), pp.2058–2070, 2017.
[40] C.Liu, M. Zhang, W.Wan, L. Liu, B. Ning, “Modeling M(3000) F2 based on empirical orthogonal function analysis method”, Radio Sci., Vol.43, pp.RS1003, 2008.
[41] M. Zhang, C. Liu, W. Wan, L. Liu, B. Ning, “ A global model of the ionospheric F2 peak height based on EOF analysis”, Ann. Geophys., Vol. 27, pp.3203–3212, 2009.
[42] Li, Shuhui, Z., Houxian, X., Jiajia, W., Ziqin, Li., Lihua, Z, Yanli, “Modeling and analysis of ionosphere TEC over China and adjacent areas based on EOF method”, Advances in Space Research, Vol. 64, 2019.
[43] V.A. Eyelade, A.O. Adewale, A.O. Akala, O.S. Bolaji, and A. B. Rabiu, “Studying the variability in the diurnal and seasonal variations in GPS total electron content over Nigeria” , Ann. Geophys., Vol.35, pp.701–710, 2017.
[44] P.V.S. Rama Rao, K. Niranjan, D.S.S.V.V.D. Prasad, S. Gopi Krishna, and G. Uma, “On the validity of the ionospheric pierce point (IPP) altitude of 350km in the Indian equatorial and low-latitude sector”, Ann. Geophys., Vol.24, pp.2159–2168, 2006,
[45] A.J. Mannucci, B.D. Wilson, and C.D. Edwards, “A new method for monitoring the Earths ionospheric total electron content using the GPS global network”, In the proceedings of the 6th International Technical Meeting of the Satellite Division of The Institute of Navigation (ION GPS 1993), Utah, pp.1323–1332,1993.
[46] A.J. Mannucci, B.D. Wilson, D.N. Yuan, C.H. Ho, U.J. Lindqwister, T.F. Runge, “A global mapping technique for GPS-derived ionospheric total electron content measurements”, Radio Science. Vol.33, pp.565–582, 1998.
[47] R. Langley, M. Fedrizzi, E. Paula, M. Santos, and A. Komjathy, “Mapping the low latitude ionosphere with GPS”, GPS World, Vol.13, pp.41–46, 2002.
[48] G.K. Seemala, and C.E. Valladares, “Statistics of total electron content depletions observed over the South American continent for the year 2008”, Radio Science., Vol.46, pp. RS5019, 2011
[49] S.A. Khan, N. Ahmad, S. Ahamd, C.M. tiwari, A.K. Saxena, A.P. Mishra, G.N. Singh, K.L. Jaiswal, "Comparative Study of Odd and Even Solar Cycles", International Journal of Scientific Research in Physics and Applied Sciences, Vol.7, Issue.5, pp.11-15, 2019.
[50] D. Bilitza, D. Altadill, V.Truhlik, V. Shubin, I. Galkin, B. Reinisch, X. Huang, “International Reference Ionosphere 2016: from ionospheric climate to real-time weather predictions. Space Weather.”, 2017.
[51] P. Kumar, R. Hazarika, “GPS TEC near the crest of the EIA at 95°E during the ascending half of solar cycle 24 and comparison with IRI simulations”, Advances in Space Research, Vol.52. pp.1247-1260, 2013.
[52] S. Kundu, S. Sasmal, S. Chakraborti and S. K. Chakrabarti, "Study the Ionospheric Total Electron Content (TEC) variation during Geomagnetic Storm in 24th Solar Cycle," In the proceedings of 2020 URSI Regional Conference on Radio Science ( URSI-RCRS), IEEE, India, pp. 1-4, 2020.
[53] S.Sasmal, S. Chowdhury, S. Kundu, D.Z. Politis, S.M. Potirakis, G. Balasis, M. Hayakawa, S.K. Chakrabarti,. “Pre-Seismic Irregularities during the 2020 Samos (Greece) Earthquake (M = 6.9) as Investigated from Multi-Parameter Approach by Ground and Space-Based Techniques”, Atmosphere, Vol. 12, Issue. 8 pp. 1059, 2021.
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