International Reference Ionosphere (IRI) (II)
- Open Access
A climatology study on ionospheric F2 peak over Anyang, Korea
Earth, Planets and Space volume 63, pages 335–349 (2011)
We analyzed peak electron densities (NmF2) and peak heights (hmF2)of F2 layer, measured by a digisonde at Anyang (37.4°N, 127.0°E, Geomag = 27.7°N, 196.9°E) during the period of April 1998 through April 2008. The Anyang NmF2 and hmF2 values averaged over each month show generally good linear relationship with increasing solar activities for all local time and for various geomagnetic activities. The change of the noon NmF2 with increasing solar flux indices (F10.7) is much slower in summer than in other seasons, and the NmF2 difference between noon and midnight is minimized in summer. The hmF2 varies with F10.7 from 200 km to 350 km at noon and from 300 to 450 km at midnight, but the hmF2 variations do not show seasonal difference significantly for all local time. The semi-annual variations of NmF2 and hmF2 are apparent and the winter anomaly of NmF2 is also clearly seen for most cases of geomagnetic and solar activities. The Anyang NmF2 values are in good agreement with the IRI 2007 model except for high solar and geomagnetic activity cases. However, the Anyang hmF2 values at midnight are significantly higher than the IRI model, being higher by up to ∼100 km for high solar activities.
The peak density of the F2 layer (NmF2) and the height of the peak density (hmF2) from ionosondes have been studied as key parameters of ionospheric characteristics in various empirical models. These two parameters have also been used for time delay correction models of radio waves propagating through the Earth ionosphere. To correct the ionospheric time delay for single frequency GPS users, accurate calculation of the total electron content (TEC) between satellite and ground receiver is needed. In ionospheric time-delay algorithm developed by Klobuchar it is assumed that the constant phase of the diurnal variation of the time delay, proxy of NmF2, and the constant ionospheric height, proxy of hmF2 (Klobuchar, 1987). Because of varying characteristics of these parameters with the solar activities, seasons, locations, climatology analysis of NmF2 and hmF2 parameters measured in the GPS user region is needed to improve the time delay correction algorithm.
For the several decades, the NmF2 and hmF2 data obtained from the ionosonde stations have been investigated for the long term climatology of the ionosphere and the results of the various ionospheric model (CTIP, IRI) have been validated by the observed ionosonde data in the various conditions (Torr and Torr, 1973; Batista et al., 1996; Bremer, 1998, 2004; Rishbeth et al., 2000; Zou et al., 2000; Richards, 2001; Sethi et al., 2004, 2008; Liu et al., 2006; Rishbeth, 2006; Oliver et al., 2008). To investigate the variation of electron density distribution, they have considered the various effects of the solar activity and solar zenith angle, ionospheric dynamo, the global circulation from coupled thermosphere and ionosphere, tides from the lower atmosphere. Thanks to numerous investigations of the observed data, now it is well known that the solar activity, geomagnetic activity, season and local time are the key factors for the NmF2 and hmF2 variation. For example, Torr and Torr (1973) reported that the daytime NmF2 values in winter season are greater than in summer season in both hemispheres, known as the winter anomaly, and the NmF2 values are much higher in equinox seasons than solstice seasons at day and night time, known as semi-annual anomaly. In their paper, the seasons in which appearing maximum values of the noontime foF2 (the proxy of NmF2) depend on the location for a given solar activity, hence the variation of the ionospheric parameters has different tendencies for different locations. The semi-annual and annual variations of hmF2 were reported by Rishbeth et al. (2000) using 16 ionosonde data. They also mentioned that although the hmF2 amplitudes of semi-annual variations increase with solar fluxes, the equinox maxima in hmF2 are related to thermospheric temperature variation probably due to tidal and wave inputs from the mesosphere and lower levels.
Semi-diurnal variations of the hmF2 for each season in the mid-latitude ionosphere were reported by Oliver et al. (2008) and Sethi et al. (2008). Kawamura et al. (2000) have published a climatology study of the winds and densities measured by a MU radar in Japan from 1986 to 1996. Analyzing drift velocity data from the MU radar, Oliver et al. (2008) suggested that the temporal variations of NmF2 and hmF2 are related to the changes of the density and temperature of neutral atmosphere as well as neutral wind variations.
The behaviors of the mid-latitude NmF2 and hmF2 are affected mainly by the solar activities, seasons and local times. The other causes such as a wind or geomagnetic activity seem to vary with geographic regions, suggesting that a comprehensive climatology analysis of the local ionosonde data is needed in order to establish an ionospheric correction model for GPS application in the region. To study the ionospheric climatology over Korea Peninsula, we utilized the NmF2 and hmF2 data from Anyang (37.4N, 127.0E) digisonde station. The digisonde data were sorted by the solar activities, geomagnetic activities, seasons and local times. Fitting parameter sets of NmF2 and hmF2 diurnal variations were derived for these various conditions. In addition, we compared the digisonde data with IRI-2007 model, the latest version of IRI model, and discuss the differences briefly. We also compared our results with those of Oliver et al. (2008) from a MU radar in Japan, and confirmed that the semi-diurnal variations of the hmF2 appeared for most seasons and semi-annual variations of the NmF2 are also apparent in our dataset.
2. Database and Analyzing Methods
The vertical ionospheric profiles used in this study were produced by two digital ionosonde systems, DGS-256 (April 1998–December 2004) and DPS-4D (November 2005–April 2008), at Anyang (37.4°N, 127.0°E, Geomag = 27.7°N, 196.9°E), operated by Korean Communications Commission (KCC). The vertical measurements of the sounding waves have been recorded every 60 minutes regularly with the accuracy of 1 kHz between 1 and 45 MHz and with a 10 km altitude bin in a 0–2560 km altitude range (Haines and Reinisch, 1995). The peak density of the ionospheric F2 layer (NmF2) and the height of ionospheric peak density (hmF2) were scaled by an analysis tool, Automatic Real-Time Ionogram Scaling with True Height Analysis (ARTIST). DGS-256 had used the ARTIST version 4.0 and DPS-4D had used the ARTIST version 4.5.
The digisonde measurements of NmF2 and hmF2 span almost one cycle of solar activity, starting from 6 April 1998 to 5 April 2008 except for the period from 1 January to 27 November 2005 for the replacement of the instrument. The data period covers wide ranges of solar EUV flux proxy, F10.7, from 65 to 298 solar flux units (sfu), and geomagnetic index, Kp index from 0 to 9, which are extensive enough to study ionospheric climatology over South Korea. We sorted the data for each geomagnetic or solar activity conditions and presented the NmF2 and hmF2 variations for the local times and seasonal conditions. To study the NmF2 and hmF2 variations for the seasons and local times and their responses to the solar and geomagnetic activities, we classified the data into 9 combined cases of solar and geomagnetic activities: (1) Kp < 2 & F10.7 ≤ 100, (2) Kp < 2 & 100 < F10.7 ≤ 200, (3) Kp < 2 & F10.7 > 200, (4) 2 ≤ Kp < 4 & F10.7 ≤ 100, (5) 2 ≤ Kp < 4 & 100 < F10.7 ≤ 200, (6) 2 ≤ Kp < 4 & F10.7 > 200, (7) Kp ≥ 4 & F10.7 ≤ 100, (8) Kp ≥ 4 & 100 < F10.7 ≤ 200 and (9) Kp ≥ 4 & F10.7 > 200. The numbers of the digisonde data (pairs of NmF2 and hmF2 at each hour) for the 9 combined cases are shown in Table 1 For the case 9, the number of data is relatively small.
There may be systematic differences of NmF2 and hmF2 due to the change of the digisonde and its analysis software. The Anyang data from DPS-4D with ARTIST 4.5 span November 28, 2005 through April 5, 2008, during which the solar activity was low, F10.7 being less than 100 for 839 days among 851 observed days. Thus any systematic differences of NmF2 and hmF2 values due to the instrument change should be confined to the low solar activity cases.
3.1 Solar activity variations
Previous studies have indicated that although variations of NmF2 and hmF2 are affected by geomagnetic activity (Rishbeth et al., 2000), their relation with geomagnetic activity seems complex (Bremer, 1998; Oliver et al., 2008), which is far from linear relation that is adopted in our current climatology analysis. Thus in this section we focus on NmF2 and hmF2 variations with the solar activities for given low, moderate, and high geomagnetic activity conditions.
Figure 1 shows NmF2 variations with F10.7 for each low, moderate and high geomagnetic activity condition at midnight (0–1 LT) and at noon (12–13 LT) in January, April, July, and October. The Anyang data are indicated by circles at midnight and by triangles at noon. Solid and dashed lines are the linear fitting of the data, as
where a is the mean slope of the responses of NmF2 or hmF2, b is the offset value of the fitting lines. The and “×” symbols are the averaged IRI-2007 values at noon and midnight, respectively, within 12 bins of 25 solar flux unit (sfu) intervals from 0 to 300 sfu for the given conditions. The slopes of NmF2 variation with the solar activities (a) are 0.5, 5.7, 5.2, 2.4 (× 105 el/cm3) per 100 sfu unit at midnight and are changed to 8.7, 12.4, 1.9, 11.6 (×105 el/cm3) per 100 sfu unit at noon for low geomagnetic activity condition in January, April, July, and October, respectively. The (b) values, the fitting values at F10.7 = 100, are 1.2, 3.5, 3.8, 2.2 (× 105 el/cm3) at midnight and increase to 6.3, 9.6, 7.2, 9.1 (× 105 el/cm3) at noon for the corresponding months.
In equinoctial months (April, October), the noon time NmF2 values are in the range of 3–28 × 105 electron/cm3, increasing with F10.7 in the quiet and moderate geomagnetic activity condition, and NmF2 at midnight is less than 13 × 105 electron/cm3. The difference of the NmF2 between noon and midnight is getting higher with increasing solar activity. The patterns of the NmF2 variation for each geomagnetic activity conditions are very similar in winter month (January) and equinoctial months (April, October), except that the NmF2 difference between noon and midnight is higher in winter than in other seasons, probably due to recombination during longer time after sunset. On the other hand, the pattern of NmF2 in summer (July) is quite different from other seasons. Most NmF2 values in July are less than 10 × 105 el/cm3 even in high solar activity and the response of NmF2 is very similar at noon and at midnight, resulting in only small NmF2 difference between noon and midnight even in high solar activity. The NmF2 responses with F10.7 in January, and in July are consistent with those reported by Bremer (1998). Correlation coefficients at noontime for low geomagnetic activity condition are more than 0.86 for all months except summer months, when the data are scattered severely for Kp < 2. We will discuss causes of the scattered NmF2 values during summer in later sections. Overall, Fig. 1 shows that the Anyang NmF2 data are consistent with the IRI-2007 values for all seasons and solar activities.
The variation of hmF2 also shows the good linear relationship with F10.7. In Fig. 2, the hmF2 values are mainly distributed from 300 to 450 km at midnight, and from 200 to 350 km at noon for all conditions, even for the high geomagnetic activity. The slopes of hmF2 variation with the F10.7 (a) are 37, 43, 76, 36 km per 100 sfu at midnight and are enhanced to 57, 73, 94, 64 km per 100 sfu at noon for low geomagnetic activity condition in January, April, July, and October, respectively. The offset values (b) are 323, 328, 325, 314 km at midnight and decrease to 230, 261, 234, 243 km at noon for the corresponding months. The exact values of fitting parameters are affected by the Anyang data obtained from the different digisonde during the period of 2005–2008, although they were mainly for low solar activities. The correlations between noon hmF2 values and F10.7 indices are very clear with coefficients larger than 0.76 for low geomagnetic conditions, but the correlations are degraded for high geomagnetic activities. The hmF2 variation with solar activities shows very little change with season, contrary to that of NmF2, which has been noted by Bremer (1998). The IRI-2007 values of hmF2, however, show significant discrepancies from the Anyang data, especially at midnight in high solar flux indices and high geomagnetic cases. The IRI-2007 values seem to increase but quickly be saturated with F10.7, resulting in up to ∼100 km lower values than the Anyang hmF2 values. The hmF2 discrepancies are perhaps the most critical aspect if the IRI-2007 model is used for GPS applications in North East Asia, or at least over Korean peninsula.
The variation of NmF2 values and hmF2 values with the solar activity may be different for increasing and decreasing phases, as previous studies have shown (Huang and Cheng, 1996; Triskova and Chum, 1996; Bremer, 2001; Adler and Elias, 2008). We note that both NmF2 and hmF2 seem to have different slopes with F10.7 for increasing and decreasing phases, but we don’t have enough data, especially for the increasing phase, to separate clearly the hysteresis. The linear fitting for the change with F10.7 in Eq. (1) is not meant to contrast with the IRI model which shows saturation trend at high solar activity, but meant to make a simple climatology model that can provide with quick ionospheric correction for GPS used in Korea. Our data are spread widely, burying the saturation trend for high F10.7’s, but still clearly show significant hmF2 difference from the IRI model. Oliver et al. (2008) noted small reduction of the slope in F2 peak altitudes vs F10.7, but they too make a linear fitting for their climatology model over Japan.
3.2 Seasonal variations
To study the seasonal variations of the NmF2 and hmF2, we averaged the Anyang data of each month at noon (triangles) and midnight (circles) for the nine cases of combined solar and geomagnetic conditions, as presented in Figs. 3 and 4. The standard deviations from the averaged values are shown with error bars in the figures, which also show IRI-model values at noon (“+” symbols) and at midnight (“×” symbols) for comparison. We fitted data at noon (solid line) and at midnight (dashed line) by the harmonic function which contains annual and semi-annual components, as follows.
In this function, a0 is the mean value of the data and a1, a3, a2, a4 indicate the amplitudes and the phases of the annual and semi-annual variations, respectively. P1 and P2 are 12 and 6 months, the periods of annual and semi-annual variation, respectively, and t is a month.
In Fig. 3, it seems evident for all case except one case (high solar and geomagnetic activity condition) that noon NmF2 values show apparent semi-annual variation, whereas midnight NmF2 values do dominant annual variation. Specifically, two maxima of noon NmF2 values appear around April and October, representing the semi-annual anomaly which is the typical characteristic of mid-latitude ionosphere. The maximum of midnight NmF2 values occurs around June for low solar activities, but for higher solar activity cases it appears in earlier months. In contrast, noon NmF2 values show an annual minimum during summer months, approximately opposite to midnight NmF2 values, especially for high solar activity cases. The case of high geomagnetic and high solar activity condition (Fig. 3 (9)) does not have enough data points to be judged. The noon NmF2 values are much higher in winter than summer, and this characteristic is more significant for higher solar activities, which is known as winter anomaly. Monthly averaged IRI-2007 NmF2 values at midnight (“×” symbols) shows better agreements with the Anyang data than their noon values (“+” symbols) for all cases. Due to the absence of the ion production by solar EUV radiation after sunset, midnight NmF2 values are lower than noon NmF2 values by more than 5 × 105 el/cm3 for low solar activity, 10 × 105 el/cm3 for moderate and high solar activity conditions except in summer months. Especially in January and December, midnight NmF2s are almost the same for all cases of solar and geomagnetic activities. However, in summer months (May, June, July, August), especially in July, the differences between noon and midnight NmF2 values are very small or reversed in some cases. Note that the noon NmF2 values in summer decrease with increasing geomagnetic activities. Moreover, in the case of the high geomagnetic and moderate solar activity, the midnight NmF2 in July is higher than the noon NmF2, which may indicate the effect of the negative ionospheric storm during the disturbed period.
In Fig. 4, both noon and midnight hmF2 values show semi-annual variation for low and moderate solar activity cases, but annual variation is clear for high solar activity cases. Both noon and midnight hmF2 values are higher for high solar activity than for low solar activity, but they do not show significant difference for geomagnetic activities. The annually averaged noon hmF2 values are 229, 289, and 311 km for low, moderate and high solar activity cases respectively, and their monthly variations from the annual averages are as large as 17 km for each case. Both noon and midnight hmF2 values of the IRI model are within statistical spread bars of the Anyang data for the cases of low solar activity (F10.7 ≤ 100), although the IRI values tend to distributed close to the high end of the bars. Note that the Anyang data for low solar activity include data obtained from ARTIST version 4.5, which may affect the comparison with the IRI model. For the higher solar activity the Anyang hmF2 values at midnight are persistently higher than the IRI model, while the noon hmF2 values are in good agreement with IRI model. The discrepancy seems to increase with increasing Kp, although there are not enough data to be compared with for the case of high geomagnetic and high solar activity condition. Note that the Anyang hmF2 values at midnight for the high solar activity show a maximum in summer months, departing more from the IRI values than other months. Accordingly, the fact that the measured hmF2 values at midnight are higher than the IRI model especially for high solar activity should be considered seriously when the IRI model is utilized in the mid-latitude region or at least in the Korean peninsula. Furthermore, the IRI model hmF2 values at midnight seem to be almost immune to solar activity and be of little monthly variation, which differs significantly from reality.
3.3 Local time variation
The variations of Anyang NmF2 and hmF2 values with local time are presented in Figs. 5, 6 and Figs. 7, 8, respectively. Circles with error bar indicate the Anyang data averaged in 1 hour bins and “×” symbols are the IRI model. The solid curved lines indicate the least square fitting of Anyang NmF2 and hmF2 values with the harmonic function of Eq. (2) for daily variations.
In Figs. 5 and 6, the changes of the NmF2 values are dominated by the diurnal variation for all seasons, and maximum NmF2 values increase with the solar activity except in July. In July, the representative month of summer, dependency of NmF2 values on the solar activity is drastically reduced. Note that the NmF2 patterns of low solar activity cases in July are significantly different from higher solar activity cases and their error bars are unusually large because sudden enhancements of NmF2 during daytime occurred frequently in summer for the quiet period from 2006 to 2007, which will be discussed in Section 4. In most cases, the NmF2 is minimized around 5 LT just before sunrise, and it rapidly increases after sunrise, obviously due to ionization by solar EUV flux. Dependency of geomagnetic activity on the NmF2 values is not clear, although the maximum NmF2 increases with geomagnetic activity in some cases. The maximum NmF2 appears around 12 LT for all geomagnetic and solar activities in January and October, whereas the maximum is delayed by as much as 2–3 hours for the cases of low and moderate solar activity in April. In July, NmF2 variations are too small to determine the maximum time reliably. In January, NmF2 show particularly small error bars for all cases, compared to other seasons. Note that the error bars are sometimes omitted in the figure where reliable fitting cannot be made due to lack of data, especially for some cases of the high geomagnetic condition. The IRI-2007 model well traces the Anyang NmF2 values for most cases with noticeable departure for the cases of low solar activity in July. We will discuss this departure in the next section.
In Figs. 7 and 8, hmF2 variations with local time seem to follow a general pattern: low during daytime, high at night. The lowest value of hmF2 increases with increasing solar activity, namely, 210 km, 259 km, and 282 km for low, moderate and high solar activity, respectively. The highest value of hmF2 values also seems to increase with solar activities, which is not predicted in the IRI model that shows the almost same value at midnight regardless solar activity. Overall the IRI model tends to give higher and lower altitudes than the Anyang hmF2 values for low and high solar activities, respectively. Note that the Anyang hmF2 values for the low solar activity case may have been affected by the instrument change in 2005. However, the Anyang hmF2 values at midnight are clearly higher than the IRI model for high solar activity and for moderate solar activity for some months as well. These features were noted in Fig. 2, implying that the IRI model hmF2 values may not be a good parameter to be used in GPS correction algorithms, especially for high solar activity condition in mid-latitude or at least over Korean peninsula. Accurate estimates of hmF2 values are particularly important for GPS correction procedures because they are regarded as pierce point altitudes along GPS signal path from GPS satellites to a GPS receiver on the ground.
Figures 9 and 10 show variations of monthly averaged NmF2 and hmF2, respectively, with both local time and month. In Fig. 9, daytime NmF2 values show clear semiannual variation for moderate and high solar activity cases. In addition, winter NmF2 values are noticeably larger than summer values especially for high solar activity cases, confirming the winter anomaly as reported at other mid-latitude stations. For the medium solar activity cases, the differences of noontime NmF2 values between summer and other season are intensified as the geomagnetic activity increases. For the high geomagnetic and medium solar activity case (lower and middle panel), the peak NmF2 is shifted toward afternoon in the vernal equinox season. Two other high geomagnetic cases (lower left and lower right panels) have rather noisy contours due to shortage of data. The varying magnitudes of the NmF2 with both local time and season increase with both increasing solar and geomagnetic activities, as shown in Figs. 5 and 6. In Fig. 10, the hmF2 variations with local time show a maximum at midnight and minimum at pre-noon or post-noon except two cases (lower left and lower right panels). Unlike NmF2, the hmF2 variations are not dominated by semi-annual components.
Although actual patterns of NmF2 seasonal variations are different over the globe as reported by Torr and Torr (1973), it is well known that semi-annual variation and the winter anomaly of NmF2 are typical characteristics in the mid-latitude ionosphere. Our results generally confirmed these characteristics, but the semi-annual variation and the winter anomaly are not very significant for low solar activity cases. In addition, our data show little response of the NmF2 to the geomagnetic activity, probably since Anyang station is located at the relatively low geomagnetic latitude (27.7°N). Oliver et al. (2008) interpreted the insensitivity to the geomagnetic activity as compensation among the processes that affect F-region electron densities.
The Anyang data are generally consistent with the IRI-2007 model for most cases. However, the most significant difference between the Anyang data and the IRI-2007 model is the behaviors of hmF2 values. Anyang hmF2 values vary linearly with F10.7, whereas the IRI hmF2 values show little dependency on F10.7, resulting in significant differences from the Anyang data for high solar activities, as shown in Fig. 2. In Fig. 4, monthly averaged IRI hmF2 values at midnight are lower, although some are within the standard deviation bars of our data, than the corresponding values of the Anyang hmF2, when F107 is greater than 100. In Figs. 7 and 8, the IRI hmF2 values are lower than the Anyang data during night time for the moderate and high solar activity cases, and even during daytime for the high solar activity case. This analysis of our hmF2 values for the moderate and high solar activity cases should not be affected by any systematic differences that might have been caused by the instrument change in 2005, because since then the solar activity was predominantly low, F10.7 being less than 100 for almost all the observed days, as pointed out in Section 2.
The variations of our hmF2 values with solar activities (Fig. 2), seasons (Fig. 4), and local times (Figs. 7 and 8) are consistent with Kawamura et al. (2000)’s climatology study on the F layer measured by a MU radar in Japan. We also compared our hmF2 values with those from Kokubunji, Japan and from Juliusruh, German in the format of Fig. 2, and found overall consistency with them.
According to Oliver et al. (2008) that interpreted Kawamura et al. (2000)’s data, the F2 peak altitude increases with solar activities since thermal expansion of thermosphere due to increased solar EUV raises the altitude where the chemistry and diffusion processes are balanced. Namely, chemical recombination is more effective by the increased neutral molecular densities and diffusion is less effective by the increased neutral atomic densities as solar activity increases. Oliver et al. (2008) also shows that both seasonal and diurnal variations of the F2 peak altitude are strongly controlled by neutral winds which were measured by a MU radar simultaneously with F2 peak densities and altitudes. Equatorward (poleward) meridional winds can raise (lower) the ionization to where the neutral molecular densities are low (high) and thus the chemistry-diffusion balance height is changed. They noted very low F2 peak on winter mornings at solar minimum and very high on summer nights at solar maximum, which can be confirmed in Figs. 7 and 8. They also pointed out that at solar minimum the midnight level of the F2 peak is almost independent of season, while the midday level depends strongly on season, which is also consistent with Fig. 4. Therefore, our analysis of the Anyang data seems practically representative at the mid-latitude, or over at least Korean peninsula, despite the significant discrepancy of hmF2 values from the IRI-2007 model.
As pointed out previously, the daytime Anyang NmF2 values in July for low solar activity cases are significantly larger than the IRI-2007 model with big error bars. This is due to the fact that the sudden enhancements of the daytime NmF2 appear in summer months (May ∼ August) for the low solar activity periods from 2006 to 2007 as shown in Fig. 11. For more than 12% of total daytime data, the Anyang NmF2 values increase to 30 × 105 el/cm3 suddenly and decrease in one hour. The average NmF2 except these enhanced values during daytime (08–18 LT) is about 4 × 105 el/cm3, which is close to the corresponding IRI values. These enhancements affect hourly averaged values and cause large error bar as shown in Fig. 6 during daytime for the low solar activity cases. However, the sudden enhancements did not occur during the period from 1998 to 2004, during which solar activity was high and summer NmF2 values at day and night were lower than those in winter and equinox seasons. The sudden enhancements in our NmF2 data seem to have similar characteristics of NmF2 quiet time disturbances studied by Mikhailov et al. (2009), but further careful analysis of this part of data is needed.
To study the climatology of the mid-latitude ionosphere over Korean Peninsula, we analyzed the ionosonde NmF2 and hmF2 data measured at Anyang station during the period of 1998–2008 and compared them with model values of IRI-2007. The variations of NmF2 values and hmF2 values with the solar activities, seasons, and local times were investigated for the 9 combined cases of solar and geomagnetic activities. When the NmF2 data were sorted in seasonal and local time bins, correlations of NmF2 values with the solar activities are apparent for low and moderate geomagnetic activities. The responses of noon NmF2 values to the solar activity are higher in January than in July, while the solar activity responses of hmF2 do not show the significant differences over seasons. Those responses are little dependent on geomagnetic activities. Both monthly averaged NmF2 values and hmF2 values show clear semi-annual variations at noon and annual variations at midnight. Noontime NmF2 values are larger in winter than summer, confirming the winter anomaly. Magnitudes of NmF2 local time variation increase with increasing solar activities except in July when the local time variation is barely seen. The Anyang hmF2 decreases rapidly at sunrise during all seasons, and shows marginal semidiurnal variation. The IRI-2007 model NmF2 values are mostly consistent with the Anyang data, but the model hmF2 values at midnight are significantly lower than the Anyang data, especially for high solar activities. This hmF2 discrepancy should be recognized when IRI model is updated for mid-latitude regions. Parameterized results of our climatology analysis may significantly contribute to improving GPS correction algorithms used in Korean peninsula, particularly because accurate estimates of hmF2 as ionospheric pierce points of GPS signal paths are important for GPS correction procedures.
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We thank for the support by BK 21 Advanced Research and Education for Astronomy and Space Observations and this work partially supported by Space Geodesy group, Korea Astronomy and Space Science Institute, Korea. We also thank Space Weather Division, Icheon Branch of Radio Research Agency, Korea Communication Commission (KCC), Korea, providing Anyang digisonde data.
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Kim, E., Chung, JK., Kim, Y.H. et al. A climatology study on ionospheric F2 peak over Anyang, Korea. Earth Planet Sp 63, 335–349 (2011). https://doi.org/10.5047/eps.2011.03.011
- N m F 2
- h m F 2
- mid-latitude ionosphere