12 results
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2. The variability and predictability of the IRI B 0, B 1 parameters over Grahamstown, South Africa
- Author
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McKinnell, Lee-Anne, Chimidza, Oyapo, and Cilliers, Pierre
- Subjects
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IONOSPHERIC observations , *IONOSPHERIC electron density , *ARTIFICIAL neural networks , *PREDICTION models , *SOLAR activity - Abstract
Abstract: The International Reference Ionosphere (IRI) parameters B 0 and B 1 provide a representation of the thickness and shape, respectively, of the F2 layer of the bottomside ionosphere. These parameters can be derived from electron density profiles that are determined from vertical incidence ionograms. This paper aims to illustrate the variability of these parameters for a single mid latitude station and demonstrate the ability of the Neural Network (NN) modeling technique for developing a predictive model for these parameters. Grahamstown, South Africa (33.3°S, 26.5°E) was chosen as the mid latitude station used in this study and the B 0 and B 1 parameters for an 11year period were determined from electron density profiles recorded at that station with a University of Massachusetts Lowell Center for Atmospheric Research (UMLCAR) Digisonde. A preliminary single station NN model was then developed using the Grahamstown data from 1996 to 2005 as a training database, and input parameters known to affect the behaviour of the F2 layer, such as day number, hour, solar and magnetic indices. An analysis of the diurnal, seasonal and solar variations of these parameters was undertaken for the years 2000, 2005 and 2006 using hourly monthly median values. Comparisons between the values derived from measured data and those predicted using the two available IRI-2001 methods (IRI tables and Gulyaeva, T. Progress in ionospheric informatics based on electron density profile analysis of ionograms. Adv. Space Res. 7(6), 39–48, 1987.) and the newly developed NN model are also shown in this paper. The preliminary NN model showed that it is feasible to use the NN technique to develop a prediction tool for the IRI thickness and shape parameters and first results from this model reveal that for the mid latitude location used in this study the NN model provides a more accurate prediction than the current IRI model options. [Copyright &y& Elsevier]
- Published
- 2009
- Full Text
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3. GPS TEC and ionosonde TEC over Grahamstown, South Africa: First comparisons
- Author
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McKinnell, Lee-Anne, Opperman, Ben, and Cilliers, Pierre J.
- Subjects
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GLOBAL Positioning System , *UPPER atmosphere - Abstract
Abstract: The Grahamstown, South Africa (33.3°S, 26.5°E) ionospheric field station operates a UMass Lowell digital pulse ionospheric sounder (Digisonde) and an Ashtech geodetic grade dual frequency GPS receiver. The GPS receiver is owned by Chief Directorate Surveys and Mapping (CDSM) in Cape Town, forms part of the national TrigNet network and was installed in February 2005. The sampling rates of the GPS receiver and Digisonde were set to 1s and 15min, respectively. Data from four continuous months, March–June 2005 inclusive, were considered in this initial investigation. Data available from the Grahamstown GPS receiver was limited, and, therefore, only these 4months have been considered. Total Electron Content (TEC) values were determined from GPS measurements obtained from satellites passing near vertical (within an 80° elevation) to the station. TEC values were obtained from ionograms recorded at times within 5min of the near vertical GPS measurement. The GPS derived TEC values are referred to as GTEC and the ionogram derived TEC values as ITEC. Comparisons of GTEC and ITEC values are presented in this paper. The differential clock biases of the GPS satellites and receivers are taken into account. The plasmaspheric contribution to the TEC can be inferred from the results, and confirm findings obtained by other groups. This paper describes the groundwork for a procedure that will allow the validation of GPS derived ionospheric information with ionosonde data. This work will be of interest to the International Reference Ionosphere (IRI) community since GPS receivers are becoming recognised as another source for ionospheric information. [Copyright &y& Elsevier]
- Published
- 2007
- Full Text
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4. Ionospheric tomography over South Africa: Comparison of MIDAS and ionosondes measurements.
- Author
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Giday, Nigussie M., Katamzi, Zama T., and McKinnell, Lee-Anne
- Subjects
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IONOSPHERE , *TOMOGRAPHY , *IONOSONDES , *GLOBAL Positioning System , *ELECTRON density - Abstract
This paper aims to show the results of an ionospheric tomography algorithm called Multi-Instrument Data Analysis System (MIDAS) over the South African region. Recorded data from a network of 49–53 Global Positioning System (GPS) receivers over the South African region was used as input for the inversion. The inversion was made for April, July, October and December representing the four distinct seasons (Autumn, Winter, Spring and Summer respectively) of the year 2012. MIDAS reconstructions were validated by comparing maximum electron density of the F2 layer (NmF2) and peak height (hmF2) values predicted by MIDAS to those derived from three South African ionosonde measurements. The diurnal and seasonal trends of the MIDAS NmF2 values were in good agreement with the respective NmF2 values derived from the ionosondes. In addition, good agreement was found between the two measurements with minimum and maximum coefficients of determination ( r 2 ) between 0.84 and 0.96 in all the stations and validation days. The seasonal trend of the NmF2 values over the South Africa region has been reproduced using this inversion which was in good agreement with the ionosonde measurements. Moreover, a comparison of the International Reference Ionosphere (IRI-2012) model NmF2 values with the respective ionosonde derived NmF2 values showed to have higher deviation than a similar comparison between the MIDAS reconstruction and the ionosonde measurements. However, the monthly averaged hmF2 values derived from IRI 2012 model showed better agreement than the respective MIDAS reconstructed hmF2 values compared with the ionosonde derived hmF2 values.The performance of the MIDAS reconstruction was observed to deteriorate with increased geomagnetic conditions. MIDAS reconstructed electron density were slightly elevated during three storm periods studied (24 April, 15 July and 8 October) which was in good agreement with the ionosonde measurements. [ABSTRACT FROM AUTHOR]
- Published
- 2016
- Full Text
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5. Traveling ionospheric disturbances observed at South African midlatitudes during the 29–31 October 2003 geomagnetically disturbed period.
- Author
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Katamzi, Zama T. and Habarulema, John Bosco
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IONOSPHERIC disturbances , *GEOMAGNETISM , *GLOBAL Positioning System , *SOLAR flares , *MAGNETOSPHERE - Abstract
This paper presents traveling ionospheric disturbances (TIDs) observations from GPS measurements over the South African region during the geomagnetically disturbed period of 29–31 October 2003. Two receiver arrays, which were along two distinct longitudinal sectors of about 18°-20° and 27°-28° were used in order to investigate the amplitude, periods and virtual propagation characteristics of the storm induced ionospheric disturbances. The study revealed a large sudden TEC increase on 28 October 2003, the day before the first of the two major storms studied here, that was recorded simultaneously by all the receivers used. This pre-storm enhancement was linked to an X-class solar flare, auroral/magnetospheric activities and vertical plasma drift, based on the behaviour of the geomagnetic storm and auroral indices as well as strong equatorial electrojet. Diurnal trends of the TEC and foF2 measurements revealed that the geomagnetic storm caused a negative ionospheric storm; these parameters were depleted between 29 and 31 October 2003. Large scale traveling ionospheric disturbances were observed on the days of the geomagnetic storms (29 and 31 October 2003), using line-of-sight vertical TEC (vTEC) measurements from individual satellites. Amplitude and dominant periods of these structures varied between 0.08–2.16 TECU, and 1.07–2.13h respectively. The wave structures were observed to propagate towards the equator with velocities between 587.04 and 1635.09m/s. [ABSTRACT FROM AUTHOR]
- Published
- 2014
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6. The variability and IRI2007-predictability of hmF2 over South Africa.
- Author
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Mbambo, M.C., McKinnell, Lee-Anne, and Habarulema, J.B.
- Subjects
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IONOSPHERE , *DIURNAL variations in meteorology , *SOLAR activity , *SPACE research , *SPACE sciences - Abstract
This paper presents an investigation into the variability and predictability of the maximum height of the ionospheric F2 layer, hmF2 over the South African region. Data from three South African stations, namely Madimbo (22.4°S, 26.5°E, dip angle: −61.47°), Grahamstown (33.3°S, 26.5°E, dip angle: −64.08°) and Louisvale (28.5°S, 21.2°E, dip angle: −65.44°) were used in this study. The results indicate that hmF2 shows a larger variability around midnight than during the daytime for all seasons. Monthly median hmF2 values were used in all cases and were compared with predictions from the IRI-2007 model, using the URSI (Union Radio-Scientifique Internationale) coefficient option. The analysis covers the diurnal and seasonal hourly hmF2 values for the selected months and time sectors e.g. January, July, April and October for 2003 and 2005. The time ranges between (03h00–23h00UT; LT=UT+2h) representing the local sunrise, midday, sunset and midnight hours. The time covers sunrise, midday, sunrise, and midnight hours (03–06h00UT, 07–11h00UT, sunrise 16–18h00UT and 22–23h00UT; LT=UT+2h). The dependence of the results on solar activity levels was also investigated. The IRI-2007 predictions follow fairly well the diurnal and seasonal variation patterns of the observed hmF2 values at all the stations. However, the IRI-2007 model overestimates and underestimates the hmF2 value during different months for all the solar activity periods. [ABSTRACT FROM AUTHOR]
- Published
- 2013
- Full Text
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7. Multi-station observation of ionospheric irregularities over South Africa during strong geomagnetic storms
- Author
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Amabayo, Emirant Bertillas and Cilliers Pierre, J.
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ASTRONOMICAL observations , *IONOSPHERE , *MAGNETIC storms , *GLOBAL Positioning System , *IONOSONDES , *ELECTRODYNAMICS , *RANDOM numbers - Abstract
Abstract: This paper presents results pertaining to the response of the mid-latitude ionosphere to strong geomagnetic storms that occurred from 31 March to 02 April 2001 and 07–09 September 2002. The results are based on (i) Global Positioning Systems (GPSs) derived total electron content (TEC) variations accompanying the storm, (ii) ionosonde measurements of the ionospheric electrodynamic response towards the storms and (iii) effect of storm induced travelling ionospheric disturbances (TIDs) on GPS derived TEC. Ionospheric data comprising of ionospheric TEC obtained from GPS measurements, ionograms, solar wind data obtained from Advanced Composition Explorer (ACE) and magnetic data from ground based magnetometers were used in this study. Storm induced features in vertical TEC (VTEC) have been obtained and compared with the mean VTEC of quiet days. The response of the mid-latitude ionosphere during the two storm periods examined may be characterised in terms of increased or decreased level of VTEC, wave-like structures in VTEC perturbation and sudden enhancement in hmF2 and h′F. The study reveals both positive and negative ionospheric storm effects on the ionosphere over South Africa during the two strong storm conditions. These ionospheric features have been mainly attributed to the travelling ionospheric disturbances (TIDs) as the driving mechanism for the irregularities causing the perturbations observed. TEC perturbations due to the irregularities encountered by the satellites were observed on satellites with pseudo random numbers (PRNs) 15, 17, 18 and 23 between 17:00 and 23:00 UT on 07 September 2002. [Copyright &y& Elsevier]
- Published
- 2013
- Full Text
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8. Observations of wave activity in the ionosphere over South Africa in geomagnetically quiet and disturbed periods
- Author
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Sindelarova, T., Mosna, Z., Buresova, D., Chum, J., McKinnell, L.-A., and Athieno, R.
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GEOMAGNETISM , *ELECTRONIC modulation , *ASTRONOMICAL observations , *IONOSPHERE , *WAVE analysis , *DOPPLER effect , *SPACE sciences - Abstract
Abstract: The present paper deals with observations of wave activity in the period range 1–60min at ionospheric heights over the Western Cape, South Africa from May 2010 to July 2010. The study is based on the Doppler type sounding of the ionosphere. The Doppler frequency shift measurements are supplemented with measurements of collocated Digisonde DPS-4D at SANSA Space Sciences, Hermanus. Nine geomagnetically quiet days and nine geomagnetically active days were included in the study. Waves of periods 4–30min were observed during the daytime independent of the level of geomagnetic activity. Amplitudes of 10–30min waves always increased between 14:00 and 16:15 UT (16:00–18:15 LT). Secondary maxima were observed between 06:00 and 07:00 UT (08:00–09:00 LT). The maximum wave amplitudes occurred close to the time of passage of the solar terminator in the studied region which is known to act as a source of gravity waves. Waves of periods 30–50min were observed in the F2 layer during the daytime on five out of the eighteen days analysed, on four geomagnetically active days and on one quiet day. On the geomagnetically active day of 27 July 2010, waves of periods 1–2.5min occurred in the evening and night hours. These waves appeared simultaneously with 1–2.5min fluctuations of horizontal components of the local geomagnetic field. We suppose that the 1–2.5min ionospheric oscillations are a response to the geomagnetic micropulsations. [Copyright &y& Elsevier]
- Published
- 2012
- Full Text
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9. An investigation of ionospheric disturbances over South Africa during the magnetic storm on 15 May 2005
- Author
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Ngwira, Chigomezyo M., McKinnell, Lee-Anne, Cilliers, Pierre J., and Yizengaw, Endawoke
- Subjects
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IONOSPHERE , *MAGNETIC storms , *ASTRONOMICAL observations , *GLOBAL Positioning System , *IONOSONDES , *ARTIFICIAL satellites - Abstract
Abstract: The effects of the 15 May 2005 severe geomagnetic storm on the South African ionosphere are studied using ground-based and satellite observations. Ionospheric disturbances have less frequently been investigated over mid-latitude regions. Recently, a number of studies investigated their evolution and generation over these regions. This paper reports on the first investigation of travelling ionospheric disturbances (TIDs) over mid-latitude South Africa. Using global positioning system (GPS)-derived total electron content (TEC) variations from the South African network of dual frequency GPS receivers, we were able to examine the effects of the disturbance on the TEC. During this storm, two TEC enhancements were observed at low- and mid-latitudes: the first enhancement was observed between 30–45°S geomagnetic latitudes associated with equatorward neutral winds and the passage of a TID, while the second TEC enhancement is associated with a second TID. In addition, the F-region critical frequency (foF2) values observed at two ionosonde stations show response features that differ from those of the TEC during the disturbance period. The dissimilarity between the TEC and the foF2 suggests that two competing drivers may have existed, i.e., the westward electric field and equatorward neutral wind effects. [Copyright &y& Elsevier]
- Published
- 2012
- Full Text
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10. Application of neural networks to South African GPS TEC modelling
- Author
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Habarulema, John Bosco, McKinnell, Lee-Anne, Cilliers, Pierre J., and Opperman, Ben D.L.
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ARTIFICIAL neural networks , *GLOBAL Positioning System , *IONOSPHERIC electron density , *ATMOSPHERIC ionization , *SPACE exploration , *OUTER space - Abstract
Abstract: The propagation of radio signals in the Earth’s atmosphere is dominantly affected by the ionosphere due to its dispersive nature. Global Positioning System (GPS) data provides relevant information that leads to the derivation of total electron content (TEC) which can be considered as the ionosphere’s measure of ionisation. This paper presents part of a feasibility study for the development of a Neural Network (NN) based model for the prediction of South African GPS derived TEC. The South African GPS receiver network is operated and maintained by the Chief Directorate Surveys and Mapping (CDSM) in Cape Town, South Africa. Vertical total electron content (VTEC) was calculated for four GPS receiver stations using the Adjusted Spherical Harmonic (ASHA) model. Factors that influence TEC were then identified and used to derive input parameters for the NN. The well established factors used are seasonal variation, diurnal variation, solar activity and magnetic activity. Comparison of diurnal predicted TEC values from both the NN model and the International Reference Ionosphere (IRI-2001) with GPS TEC revealed that the IRI provides more accurate predictions than the NN model during the spring equinoxes. However, on average the NN model predicts GPS TEC more accurately than the IRI model over the GPS locations considered within South Africa. [Copyright &y& Elsevier]
- Published
- 2009
- Full Text
- View/download PDF
11. Variations in the ionospheric scale height parameter at the F2 peak over Grahamstown, South Africa
- Author
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Nambala, Fred-Joe, McKinnell, Lee-Anne, and Oyeyemi, Elijah
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IONOSPHERE , *SOLAR activity - Abstract
Abstract: The Grahamstown, South Africa (33.3°S, 26.5°E) ionospheric field station operates a Lowell digital pulse ionospheric sounder (Digisonde) whose output includes scaled parameters derived from the measured ionogram. One of these output parameters is the ionospheric scale height parameter (H), and this paper presents an analysis of the seasonal, diurnal, and solar activity variations of this parameter over the Grahamstown station. Ionosonde data from three years 2002, 2003, and 2004 were used in this study. The data was subjected to a general trend analysis to remove any outliers and then the monthly median data were used to explore the different variations. The results of this analysis were found to be similar to what has already been presented in the literature for low latitude stations, and are presented as well as the correlation at this mid-latitude station between the H parameter, the IRI shape parameter (B0), and the peak electron density (NmF2). [Copyright &y& Elsevier]
- Published
- 2008
- Full Text
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12. An analysis of automatically scaled F1 layer data over Grahamstown, South Africa
- Author
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Jacobs, Linda, Poole, Allon W.V., and McKinnell, Lee-Anne
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IONOSPHERE , *F region , *UPPER atmosphere - Abstract
This paper describes an analysis of automatically scaled F1 layer data over Grahamstown, South Africa (33.3°S, 26.5°E). An application for real time raytracing through the South African ionosphere was identified, and for this application real time evaluation of the electron density profile is essential. Raw real time virtual height data are provided by a Lowell Digisonde (DPS), which employs the automatic scaling software, ARTIST whose output includes the virtual-to-real height data conversion. Experience has shown that there are times when the raytracing performance is degraded because of difficulties surrounding the real time characterisation of the F1 region by ARTIST. The purpose of this investigation is to establish the extent of the problem, the times and conditions under which it occurs, with a view to formulating remedial alternative strategies, such as predictive modelling. [Copyright &y& Elsevier]
- Published
- 2004
- Full Text
- View/download PDF
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