Ministry of Education, Science and Technological Development, Republic of Serbia, Grant no. 451-03-68/2020-14/200002 (Astronomical Opservatory, Belgrade)

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Ministry of Education, Science and Technological Development, Republic of Serbia, Grant no. 451-03-68/2020-14/200002 (Astronomical Opservatory, Belgrade) (en)
Ministarstvo prosvete, nauke i tehnološkog razvoja Republike Srbije, Ugovor br. 451-03-68/2020-14/200002 (Astronomska opservatorija, Beograd) (sr_RS)
Министарство просвете, науке и технолошког развоја Републике Србије, Уговор бр. 451-03-68/2020-14/200002 (Астрономска опсерваторија, Београд) (sr)
Authors

Publications

Mixed Spearman’s Correlation Suitability for Sine-Shaped Independent Variables in Natural Sciences

Malović, Miodrag; Vukanić, Vera; Jevremović, Darko; Brajović, Ljiljana

(Institute of Electrical and Electronics Engineers Inc, 2023)

TY  - CONF
AU  - Malović, Miodrag
AU  - Vukanić, Vera
AU  - Jevremović, Darko
AU  - Brajović, Ljiljana
PY  - 2023
UR  - https://grafar.grf.bg.ac.rs/handle/123456789/3384
AB  - Pearson’s and Spearman’s methods are most often used in popular software packages to calculate the correlation coefficient between two variables in natural sciences. The (1) difference between them is that the Pearson’s method takes actual numerical values into account whereas the Spearman’s operates with their ranks. Ranking is often efficient in dealing with nonlinearities and outliers in the data. However, not both independent (x) and outcome (y) variable have to be suitable for this. We propose not to rank the independent variable in case it comes sine-shaped. Most notable example of such a variable in nature is the temperature. It is sine-shaped due to day-night and summer-winter transitions. It does not contain many outliers, not only due to the shape, but also because it is often sampled at multiple points and averaged (to be linked with a single outcome variable observation). The proposed method is evaluated in simulations and with experimental data obtained in South Adriatic zooplankton research. Practical advices on how to apply it using popular software tools are given.
PB  - Institute of Electrical and Electronics Engineers Inc
C3  - Proccedings of  10th International Conference on Electrical, Electronic and Computing Engineering (IcETRAN), 05-08 June, East Sarajevo, Bosnia and Herzegovina 2023
T1  - Mixed Spearman’s Correlation Suitability for Sine-Shaped Independent Variables in Natural Sciences
DO  - 10.1109/IcETRAN59631.2023.10192143
ER  - 
@conference{
author = "Malović, Miodrag and Vukanić, Vera and Jevremović, Darko and Brajović, Ljiljana",
year = "2023",
abstract = "Pearson’s and Spearman’s methods are most often used in popular software packages to calculate the correlation coefficient between two variables in natural sciences. The (1) difference between them is that the Pearson’s method takes actual numerical values into account whereas the Spearman’s operates with their ranks. Ranking is often efficient in dealing with nonlinearities and outliers in the data. However, not both independent (x) and outcome (y) variable have to be suitable for this. We propose not to rank the independent variable in case it comes sine-shaped. Most notable example of such a variable in nature is the temperature. It is sine-shaped due to day-night and summer-winter transitions. It does not contain many outliers, not only due to the shape, but also because it is often sampled at multiple points and averaged (to be linked with a single outcome variable observation). The proposed method is evaluated in simulations and with experimental data obtained in South Adriatic zooplankton research. Practical advices on how to apply it using popular software tools are given.",
publisher = "Institute of Electrical and Electronics Engineers Inc",
journal = "Proccedings of  10th International Conference on Electrical, Electronic and Computing Engineering (IcETRAN), 05-08 June, East Sarajevo, Bosnia and Herzegovina 2023",
title = "Mixed Spearman’s Correlation Suitability for Sine-Shaped Independent Variables in Natural Sciences",
doi = "10.1109/IcETRAN59631.2023.10192143"
}
Malović, M., Vukanić, V., Jevremović, D.,& Brajović, L.. (2023). Mixed Spearman’s Correlation Suitability for Sine-Shaped Independent Variables in Natural Sciences. in Proccedings of  10th International Conference on Electrical, Electronic and Computing Engineering (IcETRAN), 05-08 June, East Sarajevo, Bosnia and Herzegovina 2023
Institute of Electrical and Electronics Engineers Inc..
https://doi.org/10.1109/IcETRAN59631.2023.10192143
Malović M, Vukanić V, Jevremović D, Brajović L. Mixed Spearman’s Correlation Suitability for Sine-Shaped Independent Variables in Natural Sciences. in Proccedings of  10th International Conference on Electrical, Electronic and Computing Engineering (IcETRAN), 05-08 June, East Sarajevo, Bosnia and Herzegovina 2023. 2023;.
doi:10.1109/IcETRAN59631.2023.10192143 .
Malović, Miodrag, Vukanić, Vera, Jevremović, Darko, Brajović, Ljiljana, "Mixed Spearman’s Correlation Suitability for Sine-Shaped Independent Variables in Natural Sciences" in Proccedings of  10th International Conference on Electrical, Electronic and Computing Engineering (IcETRAN), 05-08 June, East Sarajevo, Bosnia and Herzegovina 2023 (2023),
https://doi.org/10.1109/IcETRAN59631.2023.10192143 . .

Measuring Chandler Wobble amplitude variations using IERS EOP C04 data

Damljanović, Goran; Vasilić, Violeta

(Astronomska opservatorija i Matematički fakultet - Odeljenje za astronomiju, 2023)

TY  - JOUR
AU  - Damljanović, Goran
AU  - Vasilić, Violeta
PY  - 2023
UR  - https://grafar.grf.bg.ac.rs/handle/123456789/3260
AB  - We analyzed the Earth's long-term polar motion using the time series IERS EOP C04 (from 1984 to 2023) to determine the variation of amplitude of the Chandler wobble. To compare the results based on the C04 with the Belgrade latitude data (BLZ series 1949-1985) results, we calculated the variations of latitude at BLZ point using the C04 coordinates (x, y). The secular part of these latitude variations was determined by use of the least-squares method (LSM) and removed from the data to get residuals. We used the Fourier transforms (DFT) to obtain annual and semiannual oscillations and to remove them from the residuals (to get a new set of residuals). These new residuals were divided into 33 independent 1.2 years subintervals. For each subinterval, we calculated the amplitude, period and phase of the Chandler nutation using the LSM. The quasi-periodic instability of 33 values of the amplitude of the Chandler wobble is detected with a period of 54.5 years using LSM (it was 38.5 years from BLZ data 1949-1985); the amplitude of that quasi-periodic variation is 0.″087 (0.″06 from BLZ data). The amplitude of the Chandler nutation varies with a minimum of 0.″012 (at 2019.3) and a maximum of 0.″230 (at 1994.1); the period is stable, but the phase is not stable. We applied the Abbe criterion to explain the variability in 33 values of the Chandler wobble amplitude, and the hypothesis that there is no trend in these 33 values is rejected. The obtained amplitude modulation is in accordance with other published papers about similar subject (and with our results based on BLZ data). Probably, the cause is lying in the hydro-atmospheric circulation that could influence calculated quasi-periodic variation. A possible explanation can be found in changes of core-mantle electromagnetic coupling (in line with the last few years investigations). In recent papers, it has been noticed that the effects of geomagnetic jerks are more important for exciting free nutation than the atmosphere and oceans.
PB  - Astronomska opservatorija i Matematički fakultet - Odeljenje za astronomiju
T2  - Serbian Astronomical Journal
T1  - Measuring Chandler Wobble amplitude
variations using IERS EOP C04 data
IS  - 207
UR  - https://hdl.handle.net/21.15107/rcub_grafar_3260
ER  - 
@article{
author = "Damljanović, Goran and Vasilić, Violeta",
year = "2023",
abstract = "We analyzed the Earth's long-term polar motion using the time series IERS EOP C04 (from 1984 to 2023) to determine the variation of amplitude of the Chandler wobble. To compare the results based on the C04 with the Belgrade latitude data (BLZ series 1949-1985) results, we calculated the variations of latitude at BLZ point using the C04 coordinates (x, y). The secular part of these latitude variations was determined by use of the least-squares method (LSM) and removed from the data to get residuals. We used the Fourier transforms (DFT) to obtain annual and semiannual oscillations and to remove them from the residuals (to get a new set of residuals). These new residuals were divided into 33 independent 1.2 years subintervals. For each subinterval, we calculated the amplitude, period and phase of the Chandler nutation using the LSM. The quasi-periodic instability of 33 values of the amplitude of the Chandler wobble is detected with a period of 54.5 years using LSM (it was 38.5 years from BLZ data 1949-1985); the amplitude of that quasi-periodic variation is 0.″087 (0.″06 from BLZ data). The amplitude of the Chandler nutation varies with a minimum of 0.″012 (at 2019.3) and a maximum of 0.″230 (at 1994.1); the period is stable, but the phase is not stable. We applied the Abbe criterion to explain the variability in 33 values of the Chandler wobble amplitude, and the hypothesis that there is no trend in these 33 values is rejected. The obtained amplitude modulation is in accordance with other published papers about similar subject (and with our results based on BLZ data). Probably, the cause is lying in the hydro-atmospheric circulation that could influence calculated quasi-periodic variation. A possible explanation can be found in changes of core-mantle electromagnetic coupling (in line with the last few years investigations). In recent papers, it has been noticed that the effects of geomagnetic jerks are more important for exciting free nutation than the atmosphere and oceans.",
publisher = "Astronomska opservatorija i Matematički fakultet - Odeljenje za astronomiju",
journal = "Serbian Astronomical Journal",
title = "Measuring Chandler Wobble amplitude
variations using IERS EOP C04 data",
number = "207",
url = "https://hdl.handle.net/21.15107/rcub_grafar_3260"
}
Damljanović, G.,& Vasilić, V.. (2023). Measuring Chandler Wobble amplitude
variations using IERS EOP C04 data. in Serbian Astronomical Journal
Astronomska opservatorija i Matematički fakultet - Odeljenje za astronomiju.(207).
https://hdl.handle.net/21.15107/rcub_grafar_3260
Damljanović G, Vasilić V. Measuring Chandler Wobble amplitude
variations using IERS EOP C04 data. in Serbian Astronomical Journal. 2023;(207).
https://hdl.handle.net/21.15107/rcub_grafar_3260 .
Damljanović, Goran, Vasilić, Violeta, "Measuring Chandler Wobble amplitude
variations using IERS EOP C04 data" in Serbian Astronomical Journal, no. 207 (2023),
https://hdl.handle.net/21.15107/rcub_grafar_3260 .

Influence of the solar hydrogen Lya line on the GNSS signal delay in the ionospheric D-region

Petković, Dušan; Odalović, Oleg; Nina, Aleksandra

(Astronomical Institute of the Slovak Academy of Sciences, 2022)

TY  - JOUR
AU  - Petković, Dušan
AU  - Odalović, Oleg
AU  - Nina, Aleksandra
PY  - 2022
UR  - https://www.astro.sk/caosp/Eedition/Abstracts/2022/Vol_52/No_3/index.html
UR  - https://www.astro.sk/caosp/Eedition/Abstracts/2022/Vol_52/No_3/pp116-125_abstract.html
UR  - https://grafar.grf.bg.ac.rs/handle/123456789/2802
AB  - Recent research indicates that the influence of the ionospheric D-region on the propagation of satellite signals cannot be ignored during the intense X-radiation emitted during solar X-ray flares. In this paper, we investigate the influence of changes in the solar hydrogen Lya radiation, which is manifested in variations of the D-region electron density and, consequently, the total electron content in this region, on the propagation of the Global Navigation Satellite System (GNSS) signals. We consider changes during a solar cycle and year, represented by the smoothed daily sunspot number and the day of year. The obtained results indicate that the influence of the D-region on these signals is not negligible for positioning with a single signal recorded by a single receiver during the period around the maximum of a solar cycle.
PB  - Astronomical Institute of the Slovak Academy of Sciences
T2  - Contributions of the Astronomical Observatory Skalnate Pleso
T1  - Influence of the solar hydrogen Lya line on the GNSS signal delay in the ionospheric D-region
EP  - 125
IS  - 3
SP  - 116
VL  - 52
DO  - 10.31577/caosp.2022.52.3.116
ER  - 
@article{
author = "Petković, Dušan and Odalović, Oleg and Nina, Aleksandra",
year = "2022",
abstract = "Recent research indicates that the influence of the ionospheric D-region on the propagation of satellite signals cannot be ignored during the intense X-radiation emitted during solar X-ray flares. In this paper, we investigate the influence of changes in the solar hydrogen Lya radiation, which is manifested in variations of the D-region electron density and, consequently, the total electron content in this region, on the propagation of the Global Navigation Satellite System (GNSS) signals. We consider changes during a solar cycle and year, represented by the smoothed daily sunspot number and the day of year. The obtained results indicate that the influence of the D-region on these signals is not negligible for positioning with a single signal recorded by a single receiver during the period around the maximum of a solar cycle.",
publisher = "Astronomical Institute of the Slovak Academy of Sciences",
journal = "Contributions of the Astronomical Observatory Skalnate Pleso",
title = "Influence of the solar hydrogen Lya line on the GNSS signal delay in the ionospheric D-region",
pages = "125-116",
number = "3",
volume = "52",
doi = "10.31577/caosp.2022.52.3.116"
}
Petković, D., Odalović, O.,& Nina, A.. (2022). Influence of the solar hydrogen Lya line on the GNSS signal delay in the ionospheric D-region. in Contributions of the Astronomical Observatory Skalnate Pleso
Astronomical Institute of the Slovak Academy of Sciences., 52(3), 116-125.
https://doi.org/10.31577/caosp.2022.52.3.116
Petković D, Odalović O, Nina A. Influence of the solar hydrogen Lya line on the GNSS signal delay in the ionospheric D-region. in Contributions of the Astronomical Observatory Skalnate Pleso. 2022;52(3):116-125.
doi:10.31577/caosp.2022.52.3.116 .
Petković, Dušan, Odalović, Oleg, Nina, Aleksandra, "Influence of the solar hydrogen Lya line on the GNSS signal delay in the ionospheric D-region" in Contributions of the Astronomical Observatory Skalnate Pleso, 52, no. 3 (2022):116-125,
https://doi.org/10.31577/caosp.2022.52.3.116 . .

Influence of the periodic changes in the incoming solar hydrogen Ly-α radiation intensity on the total electron content in the ionospheric D-region

Petković, Dušan; Odalović, Oleg; Nina, Aleksandra

(2022)

TY  - CONF
AU  - Petković, Dušan
AU  - Odalović, Oleg
AU  - Nina, Aleksandra
PY  - 2022
UR  - asspectro2022.ipb.ac.rs/book-AsSpectro2022c.pdf
UR  - https://grafar.grf.bg.ac.rs/handle/123456789/2678
AB  - This paper analyzes variations in the total electron content in the D-region induced by periodical changes in the solar hydrogen Lyα radiation. The considered changes are a consequence of variations in the solar radiation intensity during a solar cycle and a consequence of the Earth's revolution. The presented analysis is based on the Quiet ionospheric D-region (QIonDR) model, which shows the dependencies of ionospheric parameters on the smoothed daily sunspot number and season. We consider the vertical and slant (for different zenith angles) total electron content in the D-region (TECD) which are important for calculations of delays of satellite signals. The obtained results show a significant influence of the considered zenith angle and period of the solar cycle and season on calculating the considered ionospheric parameter.
T1  - Influence of the periodic changes in the incoming solar hydrogen Ly-α radiation intensity on the total electron content in the ionospheric D-region
EP  - 43
SP  - 39
UR  - https://hdl.handle.net/21.15107/rcub_grafar_2678
ER  - 
@conference{
author = "Petković, Dušan and Odalović, Oleg and Nina, Aleksandra",
year = "2022",
abstract = "This paper analyzes variations in the total electron content in the D-region induced by periodical changes in the solar hydrogen Lyα radiation. The considered changes are a consequence of variations in the solar radiation intensity during a solar cycle and a consequence of the Earth's revolution. The presented analysis is based on the Quiet ionospheric D-region (QIonDR) model, which shows the dependencies of ionospheric parameters on the smoothed daily sunspot number and season. We consider the vertical and slant (for different zenith angles) total electron content in the D-region (TECD) which are important for calculations of delays of satellite signals. The obtained results show a significant influence of the considered zenith angle and period of the solar cycle and season on calculating the considered ionospheric parameter.",
title = "Influence of the periodic changes in the incoming solar hydrogen Ly-α radiation intensity on the total electron content in the ionospheric D-region",
pages = "43-39",
url = "https://hdl.handle.net/21.15107/rcub_grafar_2678"
}
Petković, D., Odalović, O.,& Nina, A.. (2022). Influence of the periodic changes in the incoming solar hydrogen Ly-α radiation intensity on the total electron content in the ionospheric D-region. , 39-43.
https://hdl.handle.net/21.15107/rcub_grafar_2678
Petković D, Odalović O, Nina A. Influence of the periodic changes in the incoming solar hydrogen Ly-α radiation intensity on the total electron content in the ionospheric D-region. 2022;:39-43.
https://hdl.handle.net/21.15107/rcub_grafar_2678 .
Petković, Dušan, Odalović, Oleg, Nina, Aleksandra, "Influence of the periodic changes in the incoming solar hydrogen Ly-α radiation intensity on the total electron content in the ionospheric D-region" (2022):39-43,
https://hdl.handle.net/21.15107/rcub_grafar_2678 .

GNSS signals as a tool for detection of the influence of solar radiation of terrestrial ionosphere

Одаловић, Олег

(2022)

TY  - CONF
AU  - Одаловић, Олег
PY  - 2022
UR  - https://grafar.grf.bg.ac.rs/handle/123456789/2677
AB  - Solar radiation has the most significant influence on photo-ionization in the 
Earth's ionosphere, and different parts of its spectrum in the UV and X domains 
have a dominant role in producing free electrons at different ionospheric heights. In 
calm conditions, the dominant role in photo-ionization processes in the D-region 
has the hydrogen Lyα line, while in the higher layers, the ionosphere is primarily 
ionized by photons from the X spectrum. 
Through ionization processes, solar radiation significantly affects changes in the 
electron density in the ionosphere and, consequently, the propagation of 
electromagnetic (EM) waves in this atmospheric layer. One of the most significant 
EM waves propagating in the ionosphere is Global Navigation Satellite Systems 
(GNSS) signals with various applications, including navigation and positioning 
applications. Since 1987 International Association of Geodesy (IAG), as one of the 
several associations of the International Union of Geodesy and Geophysics 
(IUGG), has been responsible for establishing and maintaining European 
Terrestrial Reference System (ETRS). To establish and maintain ETRS, IAG has 
formed a special commission entitled EUREF (European Reference Frame), 
responsible for creating and maintaining the EUREF Permanent Network (EPN) as 
a science-driven network of continuously operating GNSS reference stations. More 
than 100 European agencies and universities are voluntarily involved in the EPN, 
with 368 stations all over Europe. In general, all GNSS stations continuously 
receive the data from all currently available GNSS: American NavStar, Russian 
GLONASS, Chines BeiDou, and European Galileo systems. The received data are 
stored in EPN Data Centres (DC), and all data are publicly available in several 
RINEX formats (Receiver Independent Exchange Format). Besides data centers, 
EUREF organized EPN Analysis Centers (AC) to provide products such as the 
EPN GNSS station positions and velocities, EPN zenith tropospheric path delay 
estimates, and ETRS89 satellite orbit and correction streams. 
In the precise positioning process, the crucial element is modeling the 
ionosphere, which gives significance for practical applications to studies that 
analyze the influence of solar radiation and its spectrum on photo-ionization 
processes. Namely, the ionosphere delays EM waves that pass to it and induces a 
37
IV Meeting on Astrophysical Spectroscopy - A&M DATA - Atmosphere 
BOOK OF ABSTRACTS AND CONTRIBUTED PAPERS 
Eds. V. A. Srećković, M. S. Dimitrijević, N. Veselinović and N. Cvetanović
delay of propagation related to the electronic density (Total Electron Content - 
TEC) and the wave frequency. This delay is directly proportional to the TEC and 
inversely proportional to the square of the carrier frequency. Those effects can 
produce an error in points coordinates from 3 to 15 m. Besides this effect, there are 
also effects caused by irregularities in the ionosphere – scintillation effects – which 
can cause a large number of cycle slips in GNSS signals. The magnitude of 
mentioned errors is the main reason for many studies and papers dedicated to 
modeling ionospheric effects on GNSS and using GNSS signals to determine 
global, regional, and local ionospheric models. 
It is usual in GNSS applications to split the determination of ionosphere into 
deterministic and stochastic parts. The deterministic part is dedicated to creating 
models of the ionosphere, and the stochastic part is dedicated to the determination 
of short-term TEC variation throughout the estimation of Stochastic Ionosphere 
Parameters (SIP). This paper is dedicated to determining the deterministic part by 
modeling local, regional, and station-specific ionosphere models. All mentioned 
models are created based on available EPN data by Bernese GNSS Software 
Version 5.2 and mentioned models are represented by Taylor series expansion in 
the case of local models and spherical harmonic expansion for the regional and 
station-specific models. All models can be produced for the desired period and, in 
such a way, create relevant scientific data for studying the effect in the ionosphere 
induced by changes in solar radiation
C3  - IV Meeting on Astrophysical Spectroscopy -  A&M DATA - Atmosphere, BOOK OF ABSTRACTS AND  CONTRIBUTED PAPERS
T1  - GNSS signals as a tool for detection of the influence of solar  radiation of terrestrial ionosphere
UR  - https://hdl.handle.net/21.15107/rcub_grafar_2677
ER  - 
@conference{
author = "Одаловић, Олег",
year = "2022",
abstract = "Solar radiation has the most significant influence on photo-ionization in the 
Earth's ionosphere, and different parts of its spectrum in the UV and X domains 
have a dominant role in producing free electrons at different ionospheric heights. In 
calm conditions, the dominant role in photo-ionization processes in the D-region 
has the hydrogen Lyα line, while in the higher layers, the ionosphere is primarily 
ionized by photons from the X spectrum. 
Through ionization processes, solar radiation significantly affects changes in the 
electron density in the ionosphere and, consequently, the propagation of 
electromagnetic (EM) waves in this atmospheric layer. One of the most significant 
EM waves propagating in the ionosphere is Global Navigation Satellite Systems 
(GNSS) signals with various applications, including navigation and positioning 
applications. Since 1987 International Association of Geodesy (IAG), as one of the 
several associations of the International Union of Geodesy and Geophysics 
(IUGG), has been responsible for establishing and maintaining European 
Terrestrial Reference System (ETRS). To establish and maintain ETRS, IAG has 
formed a special commission entitled EUREF (European Reference Frame), 
responsible for creating and maintaining the EUREF Permanent Network (EPN) as 
a science-driven network of continuously operating GNSS reference stations. More 
than 100 European agencies and universities are voluntarily involved in the EPN, 
with 368 stations all over Europe. In general, all GNSS stations continuously 
receive the data from all currently available GNSS: American NavStar, Russian 
GLONASS, Chines BeiDou, and European Galileo systems. The received data are 
stored in EPN Data Centres (DC), and all data are publicly available in several 
RINEX formats (Receiver Independent Exchange Format). Besides data centers, 
EUREF organized EPN Analysis Centers (AC) to provide products such as the 
EPN GNSS station positions and velocities, EPN zenith tropospheric path delay 
estimates, and ETRS89 satellite orbit and correction streams. 
In the precise positioning process, the crucial element is modeling the 
ionosphere, which gives significance for practical applications to studies that 
analyze the influence of solar radiation and its spectrum on photo-ionization 
processes. Namely, the ionosphere delays EM waves that pass to it and induces a 
37
IV Meeting on Astrophysical Spectroscopy - A&M DATA - Atmosphere 
BOOK OF ABSTRACTS AND CONTRIBUTED PAPERS 
Eds. V. A. Srećković, M. S. Dimitrijević, N. Veselinović and N. Cvetanović
delay of propagation related to the electronic density (Total Electron Content - 
TEC) and the wave frequency. This delay is directly proportional to the TEC and 
inversely proportional to the square of the carrier frequency. Those effects can 
produce an error in points coordinates from 3 to 15 m. Besides this effect, there are 
also effects caused by irregularities in the ionosphere – scintillation effects – which 
can cause a large number of cycle slips in GNSS signals. The magnitude of 
mentioned errors is the main reason for many studies and papers dedicated to 
modeling ionospheric effects on GNSS and using GNSS signals to determine 
global, regional, and local ionospheric models. 
It is usual in GNSS applications to split the determination of ionosphere into 
deterministic and stochastic parts. The deterministic part is dedicated to creating 
models of the ionosphere, and the stochastic part is dedicated to the determination 
of short-term TEC variation throughout the estimation of Stochastic Ionosphere 
Parameters (SIP). This paper is dedicated to determining the deterministic part by 
modeling local, regional, and station-specific ionosphere models. All mentioned 
models are created based on available EPN data by Bernese GNSS Software 
Version 5.2 and mentioned models are represented by Taylor series expansion in 
the case of local models and spherical harmonic expansion for the regional and 
station-specific models. All models can be produced for the desired period and, in 
such a way, create relevant scientific data for studying the effect in the ionosphere 
induced by changes in solar radiation",
journal = "IV Meeting on Astrophysical Spectroscopy -  A&M DATA - Atmosphere, BOOK OF ABSTRACTS AND  CONTRIBUTED PAPERS",
title = "GNSS signals as a tool for detection of the influence of solar  radiation of terrestrial ionosphere",
url = "https://hdl.handle.net/21.15107/rcub_grafar_2677"
}
Одаловић, О.. (2022). GNSS signals as a tool for detection of the influence of solar  radiation of terrestrial ionosphere. in IV Meeting on Astrophysical Spectroscopy -  A&M DATA - Atmosphere, BOOK OF ABSTRACTS AND  CONTRIBUTED PAPERS.
https://hdl.handle.net/21.15107/rcub_grafar_2677
Одаловић О. GNSS signals as a tool for detection of the influence of solar  radiation of terrestrial ionosphere. in IV Meeting on Astrophysical Spectroscopy -  A&M DATA - Atmosphere, BOOK OF ABSTRACTS AND  CONTRIBUTED PAPERS. 2022;.
https://hdl.handle.net/21.15107/rcub_grafar_2677 .
Одаловић, Олег, "GNSS signals as a tool for detection of the influence of solar  radiation of terrestrial ionosphere" in IV Meeting on Astrophysical Spectroscopy -  A&M DATA - Atmosphere, BOOK OF ABSTRACTS AND  CONTRIBUTED PAPERS (2022),
https://hdl.handle.net/21.15107/rcub_grafar_2677 .