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			<titleStmt><title level='a'>A Statistical Study of Poleward Traveling Ionospheric Disturbances Over the African and American Sectors During Geomagnetic Storms</title></titleStmt>
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				<publisher></publisher>
				<date>04/01/2022</date>
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				<bibl> 
					<idno type="par_id">10335042</idno>
					<idno type="doi">10.1029/2021JA030162</idno>
					<title level='j'>Journal of Geophysical Research: Space Physics</title>
<idno>2169-9380</idno>
<biblScope unit="volume">127</biblScope>
<biblScope unit="issue">4</biblScope>					

					<author>John Bosco Habarulema</author><author>Golekamang P. Thaganyana</author><author>Zama T. Katamzi‐Joseph</author><author>Endawoke Yizengaw</author><author>Mark B. Moldwin</author><author>Chigomezyo M. Ngwira</author>
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			<abstract><ab><![CDATA[Traveling ionospheric disturbances (TIDs) during geomagnetic storms are usually associated with solar windmagnetosphere-ionosphere coupling that leads to the surge in the generation of atmospheric gravity waves (AGWs) as a result of enhanced Lorentz coupling, Joule heating, and particle precipitation in auroral/high-latitude regions (e.]]></ab></abstract>
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<div xmlns="http://www.tei-c.org/ns/1.0"><p>Instead, we focus on TIDs that have been observed to have their origin from around the geomagnetic equator and propagate poleward during geomagnetic storms. Despite their possible existence having been suggested and numerically shown about 50 years ago <ref type="bibr">(Chimonas, 1969;</ref><ref type="bibr">Knudsen, 1969)</ref>, literature about their observations is nearly nonexistent. This is because AGWs generated through EEJ dynamics and electrodynamics are difficult to observe and track due to their small amplitudes compared to the ones that originate from auroral regions <ref type="bibr">(Knudsen, 1969)</ref>. It is only recently that these TIDs have started receiving attention with their existence having been reported in <ref type="bibr">Habarulema et al. (2015)</ref> during the geomagnetic storm of 9 March 2012. Prior to this, <ref type="bibr">Ding et al. (2013)</ref> showed poleward LS TIDs over China during the recovery phase of the 27 May-01 June 2011 geomagnetic storm and attributed these observations to medium-scale TIDs dissipating energy resulting in the excitation of LS TIDs. Following <ref type="bibr">Habarulema et al. (2015)</ref>, it was further shown that poleward TIDs could be a result of enhanced EEJ during local daytime over the African and American sectors <ref type="bibr">(Habarulema et al., 2016)</ref>. Since then, a few studies have reported some aspects related to poleward TIDs possibly originating from the geomagnetic equator (e.g., <ref type="bibr">Habarulema et al., 2018;</ref><ref type="bibr">Ngwira et al., 2019)</ref> and deep convection within the troposphere (e.g., <ref type="bibr">Jonah et al., 2018)</ref>. Recently, <ref type="bibr">Ngwira et al. (2019)</ref> showed that while the Thermosphere Ionosphere Electrodynamics General Circulation Model clearly captured equatorward LS TIDs, it was unable to reveal the existence of MS TIDs of equatorial origin over Brazilian longitudes during the storm of 22-23 June 2015. This leads to a number of scenarios, including the possibility of the observed poleward TIDs being interhemispheric TIDs, which may be amplified as they cross the geomagnetic equator, similar to results reported in <ref type="bibr">Pradipta et al. (2016)</ref>.</p><p>It is in this context that we perform a statistical study to determine the frequency of occurrence of poleward TIDs with specific emphasis on the ones originating from the geomagnetic equator during geomagnetic storms by analyzing total electron content (TEC) within 2010-2018. Using the storm criteria of Kp &gt; 4 and Dst &#8804; -50 nT, we have analyzed 2-dimensional (2-D) maps of diurnal variability of TEC perturbations during geomagnetic storms occurring from 2010 to 2018. For this analysis, we have considered GNSS receiver locations within a </p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head n="2.">Data Sources and Method</head><p>In this study, observations of poleward TIDs are solely based on TEC derived from GNSS data within latitude and longitude ranges of 40&#176;S-60&#176;N and 20&#176;-40&#176;E and 40&#176;S-60&#176;N and 50&#176;-70&#176;W over the African and American sectors, respectively. Over the GNSS receiver locations within the specified latitude and longitude ranges, TEC data were derived using the Boston College algorithm that has been utilized extensively in different TEC investigations (e.g., <ref type="bibr">Habarulema et al., 2016;</ref><ref type="bibr">Pradipta et al., 2016;</ref><ref type="bibr">Valladares et al., 2009</ref>, and some references therein).</p><p>Figure <ref type="figure">1a</ref> shows the location of GNSS receivers (blue dots) used in this study, which reflects lack of sensors on the western part of the African continent that informed the choice of the 20&#176;-40&#176;E longitude sector represented within the vertical red lines. In an effort to minimize errors related to multipaths, we use TEC values with an elevation angle cutoff of 20&#176; (e.g., <ref type="bibr">Habarulema et al., 2016)</ref>. To detect poleward TIDs, we apply a fourth-order polynomial fit to TEC for all satellites visible over all GNSS locations within the selected latitude and longitude ranges. The fitting procedure removes diurnal variability from the TEC segment time series data (e.g., <ref type="bibr">Valladares et al., 2009)</ref> and the difference between TEC and corresponding fits yields TEC perturbations (hereafter referred to as &#916;TEC). Figures <ref type="figure">1b-1d</ref> shows examples of &#916;TEC as a function of latitude and time for 16 July 2012, 14 April 2014, and 16 November 2014, respectively, within latitude and longitude ranges of 40&#176;S-60&#176;N and 20&#176;-40&#176;E. In Figures <ref type="figure">1b-1d</ref>, the horizontal line depicts the geomagnetic equator at approximately 10&#176; geographic latitude. For demonstration purposes, Figure <ref type="figure">1b-1d</ref> shows linear fits (represented by red lines) on traces of enhanced &#916;TEC starting at approximately 0700, 0530, and 1530 universal time (UT), respectively, which in this case act as estimated launching times of the associated poleward TIDs. With reference to the geomagnetic equator (horizontal red dashed line at 10&#176;N, geographic), the fits in both southern and northern hemispheres appear nearly symmetric especially for Figures <ref type="figure">1b-1c</ref> signifying that the source mechanism for these TIDs may be around the equatorial region. Based on the linear fits, the velocity of the TIDs in Figures <ref type="figure">1b-1d</ref> have been determined using the gradient method <ref type="bibr">(Liu et al., 2019;</ref><ref type="bibr">Thaganyana et al., 2022)</ref> as 380 &#177; 33, 222 &#177; 18, and 348 &#177; 5 m/s, respectively.</p><p>Figure <ref type="figure">2</ref> is similar to Figure <ref type="figure">1</ref> but for the American sector. The red vertical lines in Figure <ref type="figure">2a</ref> show the latitude and longitude ranges used in the analysis. The horizontal red dashed lines in Figures <ref type="figure">2b-2d</ref> depict the approximate location of the geomagnetic equator at 3&#176;S geographic latitude. In Figures <ref type="figure">2b-2d</ref>, &#916;TEC (TECU) as a function of latitude and time within the 20&#176; longitude range covering 50&#176;-70&#176;W is shown for 02 October 2013, 15 July 2013, and 02 March 2017, respectively, from where poleward TIDs can be observed to be emerging at around 2100, 1800, and 1700 UT. The determined velocity values for the fitted TID traces in Figures <ref type="figure">2b-2d</ref> are 240 &#177; 55, 330 &#177; 20, and 282 &#177; 16 m/s, respectively.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head n="3.">Results and Discussion</head><p>Figure <ref type="figure">3</ref> shows statistical results of poleward TIDs launched from the geomagnetic equator over the African sector during the main and recovery phases of geomagnetic storms occurring from 2010 to 2018. Figure <ref type="figure">3a</ref> shows the approximate time in different years at which poleward TIDs emerge as a function of the computed velocity. Results are presented for main (blue dots) and recovery (black crosses) phases. The main result or finding from Figure <ref type="figure">3a</ref> is that these poleward TIDs were mainly observed in 2012 and 2015. Figures <ref type="figure">3b-3c</ref> show aggregated diurnal results of poleward TIDs' velocity (m/s) and period (hours) for main and recovery phases, respectively. In Figures <ref type="figure">3b-3c</ref>, velocities and periods of the TIDs are plotted as blue dots and open black circles, respectively, while the dashed vertical black lines represent the local sunrise (0700 local time <ref type="bibr">[LT]</ref>) and sunset (1800 LT) times. In both phases, poleward TIDs are observed within time periods of 0400-1530 UT (about 0600-1730 LT) especially during local daytime. Following the period range categorization of 30 min to 3 hr for LS TIDs (e.g, <ref type="bibr">Hunsucker, 1982;</ref><ref type="bibr">Kersley &amp; Hughes, 1989</ref>, we found that almost all poleward TIDs (with exception of one case) during the main phase of geomagnetic storms were large scale with velocities ranging from &#8771;300-550 m/s. Apart from two cases, Figure <ref type="figure">3b</ref> shows that period values range from 0.5 to 2 hr. During the recovery phase (Figure <ref type="figure">3c</ref>), 63% and 37% of the observed poleward TIDs accounted for medium-and large-scale TIDs with period (velocity) ranges of 23-50 min (190-290 m/s) and 30 min-1.5 hr (300-410 m/s), respectively.  <ref type="figure">4b-4c</ref> also represent the approximate local sunrise (0700 LT) and sunset (1800 LT) times. We observe fewer poleward TIDs over the American sector than in the African sector. Overall, there were about 12 and 40 identified cases of poleward TIDs over the American and African sector, respectively. A common finding is that poleward TIDs are to a large extent a daytime phenomenon, an indication that their launching source mechanisms may be related or even similar. Results during the main phase (Figure <ref type="figure">4b</ref>) show that the TIDs were mainly large scale with periods and velocity ranges of 45 min-1.5 hr and 300-350 m/s (except one case), respectively. Out of the five cases observed during the recovery phase (Figure <ref type="figure">4c</ref>), three fell within the MS TIDs category. Excluding the case that is very close to the 0700 LT line in Figure <ref type="figure">4b</ref>, there were three cases of poleward TIDs observed over the American sector during nighttime.</p><p>It has been suggested and numerically shown that changes in EEJ can have an influence in contributing to AGWs during disturbed conditions (e.g., <ref type="bibr">Chimonas, 1969;</ref><ref type="bibr">Knudsen, 1969)</ref>. The possibility of these AGWs leading to poleward TIDs as a result of Lorentz coupling of ions to neutrals through collisions has been reported using TEC observations for two geomagnetic storms of 09 March 2012 and 2017 March 2015 <ref type="bibr">(Habarulema et al., 2015</ref><ref type="bibr">(Habarulema et al., , 2016</ref><ref type="bibr">(Habarulema et al., , 2018))</ref>. To investigate the role played by changes in electrodynamics in contributing to these poleward TIDs, we statistically analyze the variability of EEJ during geomagnetic storms with reference to monthly median EEJ values for the month during which the storm occurred. The EEJ is computed from the horizontal component (H) of Earth's magnetic field using a pair of magnetometer locations at the geomagnetic equator and another one displaced from the equator by 6-9&#176; following the well-established differential magnetometer approach <ref type="bibr">(Anderson et al., 2002</ref><ref type="bibr">(Anderson et al., , 2004;;</ref><ref type="bibr">Rastogi &amp; Klobuchar, 1990;</ref><ref type="bibr">Yizengaw et al., 2012)</ref>. Within our 20&#176;-40&#176;E longitude sector over the African region, the two magnetometer locations satisfying the need to apply differential magnetometer approach are Addis Ababa, AAE (9.0&#176;N, 38.8&#176;E; 0.2&#176;N geomagnetic) and Adigrat, ETHI (14.3&#176;N, 39.5&#176;E; 6&#176;N geomagnetic). The differential magnetometer approach first needs the correction of individual magnetometer observations for different offsets, which was done by subtracting daily average H values during 2300-0300 LT (e.g., <ref type="bibr">Yizengaw et al., 2011)</ref>. Once the offset correction on each magnetometer observation has been done, direct subtraction of the resulting H values gives &#119860;&#119860; &#916; H, which is well known as the proxy of EEJ and is directly proportional to vertical E &#215; B drift <ref type="bibr">(Anderson et al., 2004;</ref><ref type="bibr">Yizengaw et al., 2012)</ref>. Additional details about the differential magnetometer approach can be found in several sources (e.g., <ref type="bibr">Anderson et al., 2004;</ref><ref type="bibr">Rastogi &amp; Klobuchar, 1990;</ref><ref type="bibr">Yizengaw et al., 2012, and references therein)</ref>.</p><p>To determine the correlation between changes in EEJ and occurrence of poleward TIDs, we identify times of maximum &#916;H (EEJ) during the time range when poleward TIDs were observed. The database of &#916;H (EEJ) depends on the availability of magnetometer data over two locations. Unfortunately, data over ETHI are only available from 2008 to 2013, limiting our ability to compute &#916;H (EEJ) during the periods when we observed poleward TIDs especially in 2015. Thus, out of 14 and 26 cases where traces of poleward TIDs were identified during main and recovery phases, respectively, it was only possible to determine &#916;EEJ for 11 comprising 5 and 6 cases during main and recovery phases, respectively. Figure <ref type="figure">5</ref> shows an example of the method followed to identify maximum &#916;H during the time period when poleward TIDs existed for 11 March 2012 over the African sector. A similar approach was applied for all time periods and events when poleward TIDs were observed over both the African and American sectors. As a first step to suggest that the EEJ variability may have an impact on the origin of poleward TIDs, the &#916;H during the time duration of poleward TIDs existence should be above quiet time variability. During geomagnetic storms, this situation can be caused by the additional contribution of electric field of magnetospheric origin (e.g., <ref type="bibr">Fejer &amp; Scherliess, 1995;</ref><ref type="bibr">Huang et al., 2005)</ref> to the existing eastward electric field during local daytime in the equatorial regions. The enhanced eastward electric field then leads to increased Lorentz force that later makes coupling of the neutrals to ionized components effective for conditions responsible for launching poleward TIDs <ref type="bibr">(Chimonas, 1969;</ref><ref type="bibr">Habarulema et al., 2016)</ref>. In this study, we have determined the quiet time reference based on monthly median &#916;H. Figure <ref type="figure">5a</ref> shows the 2-D &#916;TEC as a function of latitude and time for 11 March 2012. Traces of poleward TIDs are observed during 1000-1100 UT. Figure <ref type="figure">5b</ref> shows changes in &#916;H (EEJ, plotted in blue) for 11 March 2012 with monthly median &#916;H (red curve) for March 2012. As represented between two vertical black lines, we observe a clear increase of &#916;H over the corresponding monthly median values during 1000-1100 UT. The inset of Figure <ref type="figure">5b</ref> shows the zoomed in variability of &#916;H during this time interval. For the determination of correlation between the EEJ variability and occurrence of poleward TIDs, we select the time corresponding to maximum &#916;H (during the time period when poleward TIDs are observable), which is 1033 UT as shown by the black dot in the inset of Figure <ref type="figure">5b</ref>. Figure <ref type="figure">5c</ref> shows the correlation between the time corresponding to maximum &#916;H (EEJ) and approximated start time of TIDs' observation during the time range when poleward TIDs were observed to be originating from the geomagnetic equator for all the 11 cases when data were available over the African sector. With this limited data set, there is a clear one-to-one correlation between the launching of poleward TIDs from the geomagnetic equator and enhancement of EEJ as quantified by &#916;H above the quiet time background monthly median &#916;H.</p><p>Over the African sector, we have observed a single case where poleward TIDs existed during the time when &#916;H (where available) showed a counter electrojet (CEJ) on 16 July 2012. Figure <ref type="figure">6a</ref> shows the latitude-time plot of &#916;TEC where traces of poleward TIDs are clearly visible starting at around 0700 UT (0900 LT). The red fitted lines show the orientation of the poleward TIDs in both southern and northern hemispheres. This particular TID occurred during the recovery phase of the 15-16 July 2012 storm and fell within the medium-scale category based on its velocity and period values of 380 m/s and 32 min, respectively. Figure <ref type="figure">6b</ref> shows changes in &#916;H (blue curve) on 16 July 2012 with monthly median &#916;H (red curve). Despite some missing data, where available, &#916;H is largely negative during 0700-0800 UT. At this point, we are unable to conclude whether there was increased EEJ responsible for this TID due to the existing data gap. Nevertheless, we see other traces of poleward TIDs between 0800 and 1000 UT coinciding with increased &#916;H on 16 July 2012 over the respective monthly median &#916;H values as shown by the inset figure in Figure <ref type="figure">6b</ref>. Finally, Figure <ref type="figure">7</ref> is similar to Figure <ref type="figure">5</ref>, but over the American sector. The &#916;TEC-latitude plot as a function of time is shown for 02 March 2017 in Figure <ref type="figure">7a</ref> from where poleward TIDs are visible starting at around 1700 UT (1300 LT). &#916;H (blue curve) and monthly median (red curve) for 02 March 2017 and March 2017, respectively, are plotted in Figure <ref type="figure">7b</ref>. Increased &#916;H (EEJ) is observed during the 1700-1800 UT period of poleward TID observation. &#916;H reached a value of 37.89 nT at 1706 UT as shown by the black dot in the inset of Figure <ref type="figure">7b</ref>. Figure <ref type="figure">7c</ref> shows the scatter plot of approximate occurrence times of poleward TIDs and the time corresponding to maximum &#916;H (when EEJ on a geomagnetic storm day was above the respective monthly median) within the time range when the TIDs were present over the American sector. The pair of magnetometer locations within 50&#176;-70&#176;W are Alta Floresta, ALTA (9.9&#176;S, 56.1&#176;W, 0.8&#176;N geomagnetic) and Cuiaba, CUIB (15.6&#176;S, 56.1&#176;W, 5.9&#176;S geomagnetic). However, ALTA-CUIB had significant missing EEJ data including for 2017, and therefore, the EEJ (&#916;H) information shown in Figure <ref type="figure">7b</ref> is for locations over Belem station, BELM (1.45&#176;S, 48.5&#176;W, 1.05&#176;S geomagnetic) and Petrolina station, PETR (9.5&#176;S, 40.5&#176;W, 6.95&#176;S geomagnetic). For cases in 2017 where EEJ data for ALTA-CUIB were not available, we have used EEJ data for BELM-PETR. The ALTA-CUIB and BELM-PETR pairs belong to the Low Latitude Ionospheric Sensor Network (LISN) <ref type="bibr">(Valladares &amp; Chau, 2012)</ref> and African Meridian B-field Education and Research (AMBER) <ref type="bibr">(Yizengaw &amp; Moldwin, 2009)</ref> networks, respectively.</p><p>Returning to the scatter plot in Figure <ref type="figure">7c</ref>, the black dots are for &#916;H data over ALTA-CUIB (and BELM-PETR for 2017 cases). For the three cases when EEJ data were available, &#916;H was elevated above quiet time variability showing a correlation close to one. Due to the limited data set over ALTA-CUIB, we repeated a similar analysis using data for Jicamarca, JICA (11.8&#176;S, 77.2&#176;W; 0.8&#176;N geomagnetic) and Piura, PIUR (5.2&#176;S, 80.6&#176;W; 6.8&#176;N geomagnetic) and results are plotted in red crosses in Figure <ref type="figure">7c</ref>. As observed, both JICA-PIUR and ALTA-CUIB results are in agreement in showing that the occurrence of poleward TIDs has a high correlation with increased EEJ (&#916;H) over the expected quiet time variability.</p><p>Our statistical results show that the storm-induced poleward TIDs emerging from the equatorial regions are largely constrained within &#177;10&#176;-30&#176; around the geomagnetic equator over both African and American sectors. In their analysis of properties of traveling atmospheric disturbances (TADs) during storms of <ref type="bibr">2001</ref><ref type="bibr">-2007</ref><ref type="bibr">, Bruinsma and Forbes (2009)</ref> stated that few cases of poleward TADs were observed but did not propagate far from their source and were difficult to be tracked. With respect to TIDs of geomagnetic equator origin, the difficulty in tracking AGWs that give rise to poleward TIDs was earlier pointed out due to their lower amplitudes compared to those from auroral regions <ref type="bibr">(Knudsen, 1969)</ref> and thus require a relatively dense network of sensors such as GNSS receivers. This raises a question about the extent of spatial propagation of the launched AGWs and their associated physical mechanisms. If Lorentz coupling is the source mechanism of these AGWs in equatorial regions, why are the resulting TIDs not detectable away from low latitudes such as in midlatitudes as is the case with their auroral region-related counterparts? The answer to this question lies partly in the orientation of the Lorentz force driving the ion-neutral collisions at equatorial and auroral regions. Due to nearly vertical nature of the magnetic field in auroral regions, Lorentz coupling involves a direct transfer of energy to the neutrals in a horizontal way (e.g., <ref type="bibr">Chimonas, 1969;</ref><ref type="bibr">Knudsen, 1969)</ref>. Obviously, the Lorentz force in equatorial regions is vertical due to the eastward electric field and the magnetic field is almost horizontal. An additional consideration is the strength of the magnetic field in auroral and equatorial regions. The magnetic field strength in auroral regions is approximately double that of the strength in the equatorial region, and given that the current density magnitude in EEJ is about 1/3 that of the auroral electrojet (AEJ) during geomagnetic storms <ref type="bibr">(Akasofu et al., 1965;</ref><ref type="bibr">Knudsen, 1969)</ref>, the resulting force (J &#215; B) in EEJ is smaller than that in the auroral region by a factor of 1/5 <ref type="bibr">(Knudsen, 1969;</ref><ref type="bibr">Yizengaw et al., 2018)</ref>. Thus, the orientation of the Lorentz force, integrated current density in EEJ and AEJ, and magnetic field strength influences the resultant energy transferred from ions to neutrals; and hence distinguishes the characteristics of the launched AGWs in auroral and equatorial regions. Therefore, even during geomagnetic storms, the Lorentz coupling involving EEJ changes is less effective in launching AGWs resulting in TIDs in equatorial regions compared to auroral regions <ref type="bibr">(Chimonas, 1969)</ref>. There are other processes such as Joule heating and particle precipitation that are more effective in high latitudes compared to equatorial latitudes during geomagnetic storms <ref type="bibr">(Hajkowicz &amp; Hunsucker, 1987;</ref><ref type="bibr">Hocke &amp; Schlegel, 1996)</ref>. While the &#916;TEC magnitudes associated with equatorward and poleward TIDs (where both exist) may be comparable in the examples shown, it does not directly mean that their amplitudes at the source origin are indeed similar. For example, this study has shown that AGWs that give rise to poleward TIDs statistically propagate up to 10&#176;-30&#176; from the geomagnetic equator, while equatorward TIDs are detected even while crossing the equator (e.g., <ref type="bibr">Balthazor &amp; Moffett, 1997;</ref><ref type="bibr">Bruinsma &amp; Forbes, 2009)</ref>. During their propagation, equatorward AGWs/TIDs experience energy dissipation as they travel away from the source origin. The study by <ref type="bibr">Pradipta et al. (2016)</ref> has reported results of high resultant amplitudes of LS TIDs near the geomagnetic equator due to the interference of TIDs originating from the auroral regions during the geomagnetic storm of 26 September 2011. In future, it will be interesting to statistically establish and compare the range of amplitudes for AGWs/TIDs originating in equatorial and auroral regions during geomagnetic storms based on observational data.</p></div>
<div xmlns="http://www.tei-c.org/ns/1.0"><head n="4.">Conclusions</head><p>In this study, we have established that poleward TIDs during geomagnetic storms over the African and American sectors occur mainly during local daytime. Over the African sector, the poleward TIDs during the main phase were mostly large scale with cases of periods greater or equal to 1 hr and velocity values of 300-550 m/s accounting for about 64% of the events. During the recovery phase of the storms, the observed poleward TIDs were dominated by the medium scale category (63%) with periods of less than an hour. For the American sector, poleward TIDs also occur predominantly during local daytime, although there are some cases observed during nighttime hours. Interestingly, most of the poleward TIDs over the American sector occurred during the storm main phase as opposed to the African sector that had a significant number of poleward TIDs during the recovery phase. Overall, electrodynamics related to enhanced eastward electric field and hence increased vertical E &#215; B drift plays a crucial role in launching atmospheric gravity waves in equatorial latitudes that are a likely source of the reported poleward TIDs. This investigation found that there are more poleward TIDs over the African sector than the American sector during disturbed conditions. The reasons for this difference are not established in this paper and will be a future investigation. It is found that poleward TIDs over both African and American sectors are largely confined within 10&#176;-30&#176; of the geomagnetic equator.</p></div></body>
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