Sensitivity of ionosonde detection of atmospheric disturbances induced by seismic Rayleigh waves at different latitudes

Takashi Maruyama; Hiroyuki Shinagawa; Kamil Yusupov; Adel Akchurin

doi:10.1186/s40623-017-0600-z

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Open Access
Published: 30 January 2017

Sensitivity of ionosonde detection of atmospheric disturbances induced by seismic Rayleigh waves at different latitudes

Takashi Maruyama^1,2,
Hiroyuki Shinagawa¹,
Kamil Yusupov² &
Adel Akchurin²

Earth, Planets and Space volume 69, Article number: 20 (2017) Cite this article

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Abstract

Ionospheric disturbance was observed in ionograms at Kazan, Russia $(55.85^\circ \hbox {N}, 48.81^\circ \hbox {E})$, associated with the M8.8 Chile earthquake in 2010 $(35.91^\circ \hbox {S}, 72.73^\circ \hbox {W})$. The disturbance was caused by infrasound waves that were launched by seismic Rayleigh waves propagating over 15,000 km along Earth’s surface from the epicenter. This distance was extremely large compared with the detection limit of similar ionospheric disturbances that were previously studied at lower latitudes over Japan. The observations suggest that the sensitivity of ionograms to coseismic atmospheric disturbances in the infrasound range differs at different locations on the globe. A notable difference in the geophysical condition between the Russian and Japanese ionosonde sites is the magnetic inclination (dip angle), which affects the ionosphere–atmosphere dynamical coupling and radio propagation of vertical incidence ionosonde sounding. Numerical simulations of atmospheric–ionospheric perturbation were conducted, and ionograms were synthesized from the disturbed electron density profiles for different magnetic dip angles. The results showed that ionosonde sounding at Kazan was sensitive to the atmospheric disturbances induced by seismic Rayleigh waves compared with that at Japanese sites by a factor of $\sim$3.

Graphical Abstract

Background

Large earthquakes are known to cause appreciable ionospheric disturbances through lithosphere–atmosphere–ionosphere coupling. The vertical ground motion of seismic waves launches infrasonic acoustic waves (infrasound) into the atmosphere, and the excited waves propagate upward. The amplitude of waves increases with height owing to conservation of momentum, because the atmosphere is rarefied exponentially with height. The neutral particle motion of the acoustic waves induces alternating enhancements and depletions of plasma density through the neutral–ion collisions at ionospheric heights (Maruyama and Shinagawa 2014). The resulting ionospheric perturbation is detected by various radio techniques. The trans-ionospheric radio propagation of signals transmitted from Global Positioning Satellite System (GPS) satellites is used to observe the coseismic effect on the total electron content (TEC) along the ray path (Calais and Minster 1995; Tsugawa et al. 2011; Rolland et al. 2011). The Doppler sounding with continuous high-frequency (HF) radio waves detects the periodic fluctuation of phase length associated with the electron density perturbation near the reflection level (Yuen et al. 1969; Wolcott et al. 1984; Tanaka et al. 1984; Artru et al. 2004; Chum et al. 2012, 2016). The pulsed HF radar tracks horizontal propagation of the perturbation (Nishitani et al. 2011; Ogawa et al. 2012). A combination of the TEC measurements, HF Doppler sounding, magnetometer, and ground infrasonic sounder tracks the vertical propagation of the perturbation, since each technique is sensitive to the disturbances at different height (Liu et al. 2016). The vertical incidence radio sounding (ionosonde) observes the distortion of echo traces (Leonard and Barnes 1965; Yuen et al. 1969; Liu and Sun 2011; Maruyama et al. 2011, 2012, 2016a, b; Maruyama and Shinagawa 2014; Berngardt et al. 2015) and is a technique dealt with in this paper, as described further below.

At remote distances from the epicenter, Rayleigh waves are the most important source of coseismic infrasound because they propagate along Earth’s surface without significant attenuation of the amplitude due to geometrical spreading (Lay and Wallace 1995). The ionospheric anomaly exhibits a characteristic of traveling ionospheric disturbances following the Rayleigh wave propagation (Liu and Sun 2011; Maruyama et al. 2012). Short-period Rayleigh waves in the range of 15–50 s, near the Airy phase, yield ionospheric density fluctuations with vertical wavelengths of 7.5–50 km, because the sound speed is 500–1000 m/s at ionospheric heights. The vertical wavelength is less than the bottom-half thickness of the ionosphere, and several cycles of alternating enhancements and depletions of electron density cause distortion of the ionograms characterized as a multiple cusp signature (MCS) (Maruyama et al. 2011, 2016a, b; Maruyama and Shinagawa 2014). Each cusp is related to a density ledge, and the vertical separation of the ledges is the wavelength of the infrasound propagating in the thermosphere (Maruyama et al. 2012, 2016a). Thus, MCS ionograms are considered to be a wave snapshot. Note that this type of ionospheric anomaly is not detected by TEC measurement because the alternating enhancements and depletions of electron density along the ray path offset the contribution to the TEC changes.

Maruyama et al. (2012) examined earthquakes that occurred worldwide with a seismic magnitude of 8.0 or greater and ionograms observed at five ionosonde sites over Japan during the period from 1957 to 2011 and concluded that the detection of MCSs was limited to epicentral distances shorter than $\sim$6000 km. Contrary to this, however, MCSs were observed at several sites in Russia (Kaliningrad and Kazan) and Finland (Sodankylä) with long epicentral distances of 9000–15,000 km after several large earthquakes (Yusupov and Akchurin 2015). One of those events observed at Kazan, Russia, after the M8.8 Chile earthquake in 2010 was examined in detail by Maruyama et al. (2016a, b). A notable difference between Kazan and Japanese ionosonde sites is the inclination of Earth’s magnetic field (dip angle) $I$, i.e., $I=72^\circ$ at Kazan and $I=38, 45, 49, 53, \text {and } 59^\circ$ at Japanese sites (Okinawa, Yamagawa, Kokubunji, Akita, and Wakkanai, respectively). Maruyama et al. (2016a) briefly discussed magnetic inclination effects that potentially affect the sensitivity of ionosondes to upper atmospheric disturbances induced by upward propagating infrasound. Other differences are the topology of Earth’s surface and jet streams, which may distort the wave fronts of acoustic waves propagating from the ground to the ionospheric level, but these are outside the scope of the current paper. The magnetic inclination effects are discussed quantitatively in this paper. Here we present numerical simulations of infrasonic acoustic waves and electron density perturbation induced by vertical ground motion of seismic Rayleigh waves. Ionograms were synthesized from the simulated electron density profiles for different dip angles. Examples of MCS ionograms are presented in the next section. Magnetic inclination effects, numerical simulations, and synthetic ionograms follow. The results are summarized in the last section.

Observations

The magnitude 8.8 earthquake occurred offshore of Maule $(35.91^\circ \hbox {S}, 72.73^\circ \hbox {W})$, Chile, at 0634:14 UTC on February 27, 2010, and seismic signals were recorded at Obninsk ($55.11^\circ \hbox {N}$, $36.57^\circ \hbox {E}$; epicentral distance 14,375 km), Russia, approximately 1 h after the earthquake, as shown in Fig. 1b. During this period, ionograms with 1-min intervals were obtained at Kazan ($56.43^\circ \hbox {N}$, $58.56^\circ \hbox {E}$; epicentral distance 15,148 km), Russia. The difference between the epicentral distances for Obninsk and Kazan was approximately 773 km. The most significant MCS was observed at 0800 UTC, as shown in Fig. 1a. The mean propagation velocity of the Rayleigh waves along Earth’s surface was estimated at 3.8 km/s (Maruyama et al. 2016a). Thus, it is estimated that the ground motion of the Rayleigh waves started at around 0740 UTC at Kazan with a delay of $\sim$3 min after the occurrence at Obninsk. The ionospheric disturbances shown in Fig. 1a might be caused by the ground motion indicated by the horizontal bar in Fig. 1b, considering the Rayleigh wave propagation time from Obninsk to Kazan and the acoustic wave propagation time from the ground to the ionosphere at Kazan. The maximum amplitude of Rayleigh waves was observed at 0746 UTC at Obninsk. However, a deep amplitude modulation of the seismic signals was observed, as shown in Fig.1b. The modulation was most probably caused by multipathing and interference (Capon 1970), and the modulation pattern may not be the same at Kazan. It is natural to consider that the most significant MCS ionogram at Kazan, as shown in Fig. 1a, was caused by the largest amplitude of Rayleigh waves at a level similar to that at Obninsk (0.9 mm/s).

A similarly significant MCS was observed at Yamagawa ($31.2^\circ \hbox {N}$, $130.62^\circ \hbox {E}$; epicentral distance 1124 km), Japan, after the M7.7 aftershock ($36.12^\circ \hbox {N}$, $141.25^\circ \hbox {E}$; 0615:34 UTC) of the massive M9.0 Tohoku-Oki earthquake in 2011, as shown in Fig. 2a. The maximum amplitude of the Rayleigh wave responsible for this MCS was 5.0 mm/s at Tashiro $(31.19^\circ \hbox {N}, 130.91^\circ \hbox {E})$, near Yamagawa (difference in epicentral distances of 23 km), as shown by the horizontal bar at $\sim$ 0621:30 UTC in Fig. 2b. Figure 3a shows another example of an MCS ionogram observed at Yamagawa during the same earthquake. In this ionogram, the amplitude of the deformation was small, showing wiggles at frequencies of 3.5–6 MHz, which is almost the detection limit of coseismic ionogram deformation. Figure 3b shows the ground motion at Tashiro. The large-amplitude signals before $\sim$0556 UTC (goes off-scale in the plot) were the Rayleigh waves excited by the M9.0 main shock. The ground motion responsible for the MCS ionogram in Fig. 3a is shown by the horizontal bar in Fig. 3b and was most probably excited by the M6.6 aftershock at 0558 UTC; the amplitude was 0.5–1 mm/s. (Note that the ionosonde was operated at each quarter-hour and no ionogram corresponding to the main shock was obtained.)

When the three ionograms in Figs. 1a, 2a, and 3a after the two earthquakes are compared, it is found that ionograms at Kazan are likely to be roughly five times more susceptible to the seismic ground motion than those at Yamagawa. The two ionosonde sites are characterized by different dip angles: $I=72^\circ$ at Kazan and $I= 45^\circ$ at Yamagawa.

Magnetic inclination effects

Neutral–ion coupling

The magnetic inclination effect on the wave-induced electron density perturbation was estimated by examining the ion continuity equation under the influence of the neutral particle motion of acoustic waves that propagate upward, as described below (Maruyama and Shinagawa 2014),

$$\begin{aligned} \frac{\partial N_i}{\partial t} = -v_\parallel \sin I \frac{\partial N_i}{\partial z} - N_i\sin I\frac{\partial v_\parallel }{\partial z} + P_i - L_i \end{aligned}$$

(1)

Here, $t$ and $z$ denote time and height, respectively. The ionosphere is treated as single-fluid collisional plasma containing a mixture of $\text{O}^+$ and $\text{NO}^+$, i.e., both ion species and electron have a common velocity, and $N_i$ is the total ion density (equal to the electron density $n_e$). The ion is assumed to move at the velocity $v_\parallel$ along the magnetic field line with the dip angle $I$, $P_i$ is the ion production rate by photoionization, and $L_i$ is the ion loss rate due to the dissociative recombination of $\text{NO}^+$. The ion velocity $v_\parallel$ along the magnetic field line is given by

$$\begin{aligned} v_\parallel = - \frac{2\sin I }{\displaystyle \sum _k m_k n_k \nu _{kn}} \frac{\partial p_i}{\partial z} - \frac{g }{\overline{\nu }_{in}}\sin I + u\sin I \end{aligned}$$

(2)

In the denominator of the first term on the right-hand side of (2), the summation is over ion species k, and $m_k$ is the ion mass, $n_k$ is the ion density, and $\nu _{kn}$ is the ion–neutral collision frequency of $\text{O}^+\ (k=1)$ and $\text{NO}^+\ (k=2)$. The other parameter in the first term is $p_i$, the plasma pressure. In the second term, $g$ is the magnitude of the gravitational acceleration and $\overline{\nu }_{in}$ represents the mean ion–neutral collision frequency. For each ion species, the sum of collision frequencies over the neutral species O, $\text{O}_2$, and $\text{N}_2$ was considered. The last term is the effect of the neutral particle motion with the vertical velocity $u$ of acoustic waves. From (1) and (2), the rate of change in $N_i$ owing to vertically propagating acoustic waves is proportional to $\sin ^2I$ and ionospheric disturbances larger by $\sin ^2 72^\circ /\sin ^2 45^\circ =1.81$ are anticipated at Kazan than at Yamagawa for the same amplitude of acoustic waves.

Radio propagation

The magnetic inclination also affects the radio wave propagation. The virtual height $h'(f)$ measured using the ionosonde at the frequency $f$ is given by

$$\begin{aligned} h'(f)=c\int_0^{h_r}\frac{dz}{v_g}=\int_0^{h_r}\mu'(f_p(z), f)dz \end{aligned}$$

(3)

where $h_r$ is the reflection level, $f_p(z)$ is the plasma frequency at the height $z$, and $\mu '$ is the group refractive index (the ratio between the speed of light $c$ and the group velocity $v_g$), which is related to the refractive index $\mu$ described below by Appleton formula with negligible collisions (Davies 1969):

$$\begin{aligned} \mu ^2= \,& {} 1- \frac{2X(1-X)}{2(1-X) - Y_T^2 \pm \left[ Y_T^4 + 4(1-X)^2Y_L^2\right] ^{1/2}} \end{aligned}$$

(4)

$$\begin{aligned} \mu '\mu= \,& {} \mu ^2 + \frac{2}{D}\left[ 1-\mu ^2-X^2+\frac{(1-\mu ^2)(1-X^2)Y_L^2}{A}\right] \end{aligned}$$

(5)

$$\begin{aligned} X= \,& {} \frac{f_p^2}{f^2} \end{aligned}$$

(6)

$$\begin{aligned} D= \,& {} 2(1-X)-Y_T^2-A \end{aligned}$$

(7)

$$\begin{aligned} A^2= \,& {} Y_T^4 + 4Y_L^2(1-X)^2 \end{aligned}$$

(8)

$$\begin{aligned} Y= \,& {} \frac{f_B}{f} \end{aligned}$$

(9)

$$\begin{aligned} Y_L= \,& {} Y\cos \theta \end{aligned}$$

(10)

$$\begin{aligned} Y_T= \,& {} Y\sin \theta \end{aligned}$$

(11)

where $f_B$ is the electron gyrofrequency and $\theta$ is the angle between the propagation vector and the magnetic field. For vertical incidence rays, $\theta =\pi /2 - I$. The $+$ and − signs in Eq. (4) refer to the ordinary and extraordinary waves, respectively, and ordinary-mode propagation $(\mu '_+)$ is considered in this study.

The cusp signature in ionograms is ascribed to the increased propagation delay in a thin slab of plasma just below the reflection level $(X\approx 1)$ when the electron density gradient is reduced (or the thickness of this slab increases) at the density ledge (Maruyama et al. 2016a) formed by an acoustic wave. The group refractive index near reflection is approximated as follows (Davies 1969) and was examined to estimate the magnetic inclination effect on the cusp signature.

$$\begin{aligned} \mu ' _+ \approx (1-X)^{-1/2}\csc \theta \end{aligned}$$

(12)

From this form, ionograms at Kazan are expected to be more sensitive to the density perturbation than those at Yamagawa by a factor of approximately $\csc 18^\circ /\csc 45^\circ =2.29$.

The approximate formula (12) is not valid when $\theta$ comes close to zero or near the magnetic pole, where the propagation is quasi-longitudinal (Davies 1969). Exact calculations of $\mu '_+$ from (4) to (11) are shown in Figs. 4 and 5. Figure 4 shows $\mu '_+$ for various dip angles for $X\ge 0.97$. The calculation for Yamagawa $(I=45^\circ )$ is shown by the orange solid line, and those for other Japanese ionosonde sites from Okinawa to Wakkanai $(I=38{-}59^\circ )$ are shown by the dotted lines. The calculation for Kazan $(I=72^\circ )$ is shown by the green solid line. The difference in the group refractive index is significant when $X$ approaches 1, i.e., near the reflection level. Figure 5 shows $\mu '_+$ for $X\approx 1$ for dip angles between $0^\circ$ and $90^\circ$ except for exactly the magnetic pole. The magnetic inclination effect on the cusp signature increases quickly above $I\sim 60^\circ$. This behavior distinguishes Kazan from Japanese ionosonde sites.

Numerical simulations

The numerical study on the sensitivity of ionograms to atmosphere–ionosphere perturbation induced by ground motion followed two steps. The simulation of acoustic wave propagation and associated electron density perturbation was first conducted. Then ionograms were synthesized from the perturbed electron density distribution. The calculations were conducted for $I=45$ and $72^\circ$ corresponding to Yamagawa and Kazan, respectively.

The unperturbed electron density profile prior to the application of acoustic waves was obtained by integrating the plasma equation set (1) and (2) with a fixed local time, 1500 LT, until the equilibrium state was attained. This process ensures that the background electron density distribution does not change during the simulation of acoustic wave propagation. Because our major purpose is to examine the effect of magnetic inclination at two locations with different dip angles, background atmospheric parameters and solar zenith angles for both calculations were chosen to be the same as those at Yamagawa when coseismic disturbances were observed after the M9.0 Tohoku-Oki earthquake in 2011, and only $I$ was changed with the locations. In actual situations, the ionosphere and thermosphere vary widely depending on the local time, latitude, season, solar activity, etc. A key parameter for the detection of MCS in ionograms is the $f_oF_1$ (Maruyama et al. 2012), which is a measure of the vertical electron density gradient in the lower F region. The $f_oF_1$ in the two cases (Kazan and Yamagawa) were very similar (4–5 MHz). It is possible to include the above factors in the numerical calculations, but an essential physical mechanism will be obscure. Figure 6 shows the resultant unperturbed density profiles for $I= 45$ and $72^\circ$ by the green and orange lines, respectively. In the plots, the electron densities at the peak and in the topside for $I=72^\circ$ were lower than those for $I=45^\circ$, which is ascribed to the difference in the vertical component of the field-aligned diffusion that depends on the dip angle.

The neutral particle motion of the acoustic wave was obtained by solving the following equation set (Maruyama and Shinagawa 2014).

$$\begin{aligned} \frac{\partial \rho }{\partial t}= & {} -u\frac{\partial \rho }{\partial z} - \rho \frac{\partial u}{\partial z} \end{aligned}$$

(13)

$$\begin{aligned} \frac{\partial u}{\partial t}= & {} -u\frac{\partial u}{\partial z} - \frac{1}{\rho } \frac{\partial p}{\partial z} - g + \frac{1}{\rho }\frac{\partial }{\partial z}\left( \eta \frac{\partial u}{\partial z}\right) \end{aligned}$$

(14)

$$\begin{aligned} \frac{\partial T}{\partial t}= & {} -u\frac{\partial T}{\partial z} - \frac{RT}{c_v} \frac{\partial u}{\partial z} + \frac{1}{\rho c_v}\frac{\partial }{\partial z}\left( \kappa \frac{\partial T}{\partial z}\right) + \frac{Q}{c_v} \end{aligned}$$

(15)

$$\begin{aligned} p= \,& {} \rho RT \end{aligned}$$

(16)

Here, $t$ and $z$ denote time and height, respectively, $\rho$ is the mass density, $u$ is the vertical particle velocity, $p$ is the pressure, $g$ is the magnitude of the gravitational acceleration, $\eta$ is the molecular viscosity, $T$ is the temperature, $R$ is the gas constant, $c_v$ is the specific heat at constant volume, $\kappa$ is the thermal conduction coefficient, and $Q$ is the net heating rate. The coefficients of molecular viscosity, specific heat, and thermal conduction were taken from the formulae given by Rees (1989). In the momentum equation (14), the momentum transfer from ion motion to neutral motion is neglected because it is much smaller than the other terms. The initial state of the atmosphere was specified by the MSISE90 model (Hedin 1991) and assumed to be in equilibrium. In the thermodynamic equation (15), $Q$ was determined to satisfy thermal equilibrium $(\partial T/\partial t =0)$ before perturbation was applied to the neutral atmosphere $(u=0)$, which contains the heat source due to absorption of solar ultraviolet and extreme ultraviolet radiations and the heat loss due to cooling by infrared radiation.

The initial amplitude of atmospheric motion just above the ground was assumed to take a sinusoidal form with an amplitude of 0.5 mm/s and a period of 24 s and is expressed as

$$\begin{aligned} u_0\left( t\right) =a_0\sin \left( 2\pi \frac{t}{\tau }\right) \end{aligned}$$

(17)

Figure 7 shows the vertical velocity of the neutral particle associated with the propagation of the acoustic waves. Because the atmospheric parameters were the same for the two calculations and the ion-drag effect on the neutral particle dynamics was neglected, velocities were identical for $I=45$ and $72^\circ$. The amplitude increased with height and became visible above $\sim$50 km in the diagram. However, it reached the maximum value of approximately 6 m/s at a height of 170 km, i.e., $1.2\times 10^4$ times the initial value on the ground. At higher altitudes, the wave amplitude decayed with height mostly as a result of viscous damping and almost vanished above the $F_2$ peak height. Figure 8 shows the percent electron density perturbation for $I=45$ and $72^\circ$ by the green and orange lines, respectively. The amplitude of positive perturbation (enhancement) reached a maximum of $\sim$0.40 and $\sim$0.74% for $I=45$ and $72^\circ$, respectively, near 172 km. Similarly, the amplitude of negative perturbation (depletion) reached a maximum of $\sim$0.46 and $\sim$0.84% for $I=45$ and $72^\circ$, respectively, near 165 km. It is noted that the negative half cycle is slightly shorter than the positive half cycle and the net gain or loss of plasma through one cycle of perturbation is nil. The inclination effect on the neutral–ion coupling became visible, and the overall maximum amplitude of the density perturbation for $I=72^\circ$ (Kazan) was $\sim$1.8 times that for $I=45^\circ$ (Yamagawa), as expected from (1) and (2).

Finally, ionograms were synthesized from the perturbed electron density profiles by calculating virtual heights at frequencies in 0.02-MHz increments, as described by (3)–(11). In this calculation, only O-mode propagation in the vertical direction was considered, and the frequency increments were in accord with the ionosonde operation. Figure 9 shows the ionograms for $I=45$ and $72^\circ$ in green and orange, respectively, and the plot for $I=72^\circ$ is shifted by 30 km. The two ionograms show different responses to the atmosphere–ionosphere perturbations induced by the same amplitude of seismic ground motion. The disturbance in the trace for $I=72^\circ$ exhibits a well-developed cusp signature, while that for $I=45^\circ$ merely shows wiggles. The ratio of cusp heights was $\sim$3, which was slightly smaller than the combination of two geometrical effects $(1.81\times 2.29)$.

Summary

Seismic waves cause ionospheric disturbances at remote distances. Rayleigh waves with a period of 15–50 s induce multiple cusp signatures (MCSs) or wiggles in ionogram traces. In the previous observations, this type of irregularity was found to be significant at higher latitudes, such as Kazan, Russia, than Japan’s latitudes. By numerical simulations, it was shown that the sensitivity of ionograms to seismic ground motion varies depending on the magnetic inclination. At higher latitudes with a large dip angle, coupling between the acoustic waves launched by seismic ground motion and the ionospheric plasma is strong, inducing a large amplitude of perturbation in the electron density than that at lower latitudes with a small dip angle. Radio pulses transmitted by ionosondes are sensitive to the electron density perturbation at a small angle between the ray direction and the magnetic fields at higher latitudes. Thus, the combined effect of atmosphere–ionosphere coupling and radio wave propagation at high latitudes yields a high sensitivity of the ionosonde detection of seismic ground motion, which explains the observations of coseismic ionospheric irregularities at a large epicentral distance of 15,000 km such as at Kazan, after the 2010 Chile earthquake.

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Authors' contributions

TM analyzed the ionograms and seismograms and synthesized the ionograms. HS simulated atmosphere–ionosphere coupling. KY and AA developed and operated the ionosonde at Kazan and searched MCS ionograms at long distances from epicenters. All authors read and approved the final manuscript.

Acknowledgements

Broadband seismograms were obtained from the National Research Institute for Earth Science and Disaster Prevention (NIED), Japan, and Incorporated Research Institutions for Seismology (IRIS). The work at Kazan Federal University was performed in accordance with the Russian Government Program of Competitive Growth of Kazan Federal University.

Competing interests

The authors declare that they have no competing interests.

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Affiliations

National Institute of Information and Communications Technology, 2-1 Nukuikita 4-chome, Koganei, Tokyo, 184-8795, Japan
Takashi Maruyama & Hiroyuki Shinagawa
Kazan Federal University, 18 Kremlyovskaya St., Kazan, Russian Federation, 420008
Takashi Maruyama, Kamil Yusupov & Adel Akchurin

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Takashi Maruyama
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Hiroyuki Shinagawa
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Kamil Yusupov
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Adel Akchurin
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Correspondence to Takashi Maruyama.

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Maruyama, T., Shinagawa, H., Yusupov, K. et al. Sensitivity of ionosonde detection of atmospheric disturbances induced by seismic Rayleigh waves at different latitudes. Earth Planets Space 69, 20 (2017). https://doi.org/10.1186/s40623-017-0600-z

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Received: 01 October 2016
Accepted: 11 January 2017
Published: 30 January 2017
DOI: https://doi.org/10.1186/s40623-017-0600-z

Keywords

Ionosonde
Earthquakes
Rayleigh waves
Infrasound
Lithosphere–atmosphere–ionosphere coupling