This study analyzed GPS-TEC data from Agra, India in relation to two major earthquakes (M>7) that occurred in Pakistan in April and September 2013. Quartile-based statistical analysis identified significant precursors in the GPS-TEC data 2-10 days prior to both earthquakes. These precursors were not influenced by geomagnetic storms during the study periods. The cause of the precursors is believed to be electric fields generated over the seismic regions that penetrated the ionosphere.
Ionospheric TEC Disturbances over South KoreaFollowing the 2011 Great Tohoku ...researchinventy
Ionospheric total electron contents (TEC) disturbances following the 2011 great Tohoku earthquake on March 11, 2011 were observed by a GPS network in South Korea. The impulsive TEC enhancements were first observed approximately 16.5 minutes after the beginning of the earthquake. Various types of seismic waves were also observed over South Korea.To investigate more detailed disturbances in the TEC, we processed the GPS data with a sampling rate of 1Hz and applied a band-pass filter with corner frequencies of 0.0 and 0.005 Hz. Small-scale traveling ionospheric disturbances (TIDs) with a period of approximately 4minutes (~250 seconds) were observed from 6:15 to 7:10 UT. These variations are considered to be a clear manifestation of the acoustic resonance oscillations. We also observed medium-scale TIDs with a period of approximately 15 minutes and a duration of approximately 60 minutes. A remarkable finding is that the damping of the amplitude of the medium-scale TIDs was observed clearly in the time series
Electromagnetic Phenomena Related to the 2011 Tohoku Earthquake and Tsunami: A Short Review by Stelios M Potirakis, Alexander Schekotov and Masashi Hayakawa in Examines in Marine Biology and Oceanography
Ionospheric TEC Disturbances over South KoreaFollowing the 2011 Great Tohoku ...researchinventy
Ionospheric total electron contents (TEC) disturbances following the 2011 great Tohoku earthquake on March 11, 2011 were observed by a GPS network in South Korea. The impulsive TEC enhancements were first observed approximately 16.5 minutes after the beginning of the earthquake. Various types of seismic waves were also observed over South Korea.To investigate more detailed disturbances in the TEC, we processed the GPS data with a sampling rate of 1Hz and applied a band-pass filter with corner frequencies of 0.0 and 0.005 Hz. Small-scale traveling ionospheric disturbances (TIDs) with a period of approximately 4minutes (~250 seconds) were observed from 6:15 to 7:10 UT. These variations are considered to be a clear manifestation of the acoustic resonance oscillations. We also observed medium-scale TIDs with a period of approximately 15 minutes and a duration of approximately 60 minutes. A remarkable finding is that the damping of the amplitude of the medium-scale TIDs was observed clearly in the time series
Electromagnetic Phenomena Related to the 2011 Tohoku Earthquake and Tsunami: A Short Review by Stelios M Potirakis, Alexander Schekotov and Masashi Hayakawa in Examines in Marine Biology and Oceanography
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an impact threat over that time interval. Assessing the impact risk over longer time scales is a challenge
since orbital uncertainties grow. To overcome this limitation we analyze the evolution of the Minimum
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The search for correlations between secondary cosmic ray detection rates and seismic
effects has long been a subject of investigation motivated by the hope of identifying a new
precursor type that could feed a global early warning system against earthquakes. Here we show
for the first time that the average variation of the cosmic ray detection rates correlates with the
global seismic activity to be observed with a time lag of approximately two weeks, and that the
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shift in phase of around three years, exceeding 6 𝜎 at local maxima. The precursor characteristics
of the observed correlations point to a pioneer perspective of an early warning system against
earthquakes.
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The most intense auroral emissions from Earth’s polar regions,
called discrete for their sharply defined spatial configurations, are
generated by a process involving coherent acceleration of electrons
by slowly evolving, powerful electric fields directed along the
magnetic field lines that connect Earth’s space environment to its
polar regions1,2. In contrast, Earth’s less intense auroras are generally
caused by wave scattering of magnetically trapped populations of
hot electrons (in the case of diffuse aurora) or by the turbulent or
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upward electric potentials and the expectations from observations
at Earth, the downward energy flux from discrete acceleration is less
at Jupiter than that caused by broadband or stochastic processes,
with broadband and stochastic characteristics that are substantially
different from those at Earth.
The hazardous km-sized NEOs of the next thousands of yearsSérgio Sacani
The catalog of km-sized near-Earth objects (NEOs) is nearly complete. Typical impact monitoring
analyses search for possible impacts over the next 100 years and none of the km-sized objects represent
an impact threat over that time interval. Assessing the impact risk over longer time scales is a challenge
since orbital uncertainties grow. To overcome this limitation we analyze the evolution of the Minimum
Orbit Intersection Distance (MOID), which bounds the closest possible encounters between the asteroid
and the Earth. The evolution of the MOID highlights NEOs that are in the vicinity of the Earth for
longer periods of time, and we propose a method to estimate the probability of a deep Earth encounter
during these periods. This metric is used to rank the km-sized catalog in terms of their long-term
impact hazard to identify targets of potential interest for additional observation and exploration.
Observation of large scale precursor correlations between cosmic rays and ear...Sérgio Sacani
The search for correlations between secondary cosmic ray detection rates and seismic
effects has long been a subject of investigation motivated by the hope of identifying a new
precursor type that could feed a global early warning system against earthquakes. Here we show
for the first time that the average variation of the cosmic ray detection rates correlates with the
global seismic activity to be observed with a time lag of approximately two weeks, and that the
significance of the effect varies with a periodicity resembling the undecenal solar cycle, with a
shift in phase of around three years, exceeding 6 𝜎 at local maxima. The precursor characteristics
of the observed correlations point to a pioneer perspective of an early warning system against
earthquakes.
5th International Disaster and Risk Conference IDRC 2014 Integrative Risk Management - The role of science, technology & practice 24-28 August 2014 in Davos, Switzerland
Discrete and broadband electron acceleration in Jupiter’s powerful auroraSérgio Sacani
The most intense auroral emissions from Earth’s polar regions,
called discrete for their sharply defined spatial configurations, are
generated by a process involving coherent acceleration of electrons
by slowly evolving, powerful electric fields directed along the
magnetic field lines that connect Earth’s space environment to its
polar regions1,2. In contrast, Earth’s less intense auroras are generally
caused by wave scattering of magnetically trapped populations of
hot electrons (in the case of diffuse aurora) or by the turbulent or
stochastic downward acceleration of electrons along magnetic field
lines by waves during transitory periods (in the case of broadband
or Alfvénic aurora)3,4. Jupiter’s relatively steady main aurora has a
power density that is so much larger than Earth’s that it has been
taken for granted that it must be generated primarily by the discrete
auroral process5–7. However, preliminary in situ measurements of
Jupiter’s auroral regions yielded no evidence of such a process8–10.
Here we report observations of distinct, high-energy, downward,
discrete electron acceleration in Jupiter’s auroral polar regions. We
also infer upward magnetic-field-aligned electric potentials of up to
400 kiloelectronvolts, an order of magnitude larger than the largest
potentials observed at Earth11. Despite the magnitude of these
upward electric potentials and the expectations from observations
at Earth, the downward energy flux from discrete acceleration is less
at Jupiter than that caused by broadband or stochastic processes,
with broadband and stochastic characteristics that are substantially
different from those at Earth.
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A Study Of Ionospheric Precursors Associated With The Major Earthquakes Occurred In Pakistan Region
1. A study of ionospheric precursors associated with the major earthquakes occurred in Pakistan region
71
A study of ionospheric precursors associated with the major
earthquakes occurred in Pakistan region
*Devbrat Pundhir1,2
, Birbal Singh1
, D. R. Lakshmi3
and B. M. Reddy4
1
Department of Electronics & Communication Engineering, Raja Balwant Singh Engineering Technical Campus, Bichpuri,
Agra, India-283105,
2
Department of Physics, Banasthali Vidyapith, Banasthali, Rajasthan, India-304022
3
Navigation Institute of Research and Training Unit, Osmania University, Hyderabad, India
4
National Geophysical Research Institute, Uppal Road, Hyderabad, India
*Corresponding Author: devbratpundhir@gmail.com
ABSTRACT
The GPS-TEC measurements have been in progress at Agra station (27.2o
N, 78o
E), India since 01 April
2006. In the present paper, we analyze the GPS-TEC data for two months of April and September, 2013
in which two major earthquakes (M > 7) occurred in the adjoining region of Pakistan. We use the quartile
based statistical technique for the analysis of data and identify the significant precursors associated with the
earthquakes. These precursors occurred on different days in the interval of 2-10 days prior to the earthquakes.
We also examine the effect of geomagnetic storms on the total electron content (TEC) data and find that
the precursors are not influenced by the storms. The cause of the precursors is E × B drift with the electric
field generated over seismic regions and penetrated the ionosphere.
INTRODUCTION
As per reports available in recent years, many scientists
have presented interesting results on GPS-TEC variations
related to earthquakes (Liu et al., 2001, 2004a, b, 2006,
2009; Pulinets et al., 2007; Kon et al., 2011, Akhoondzadeh,
2012a). Although, many techniques have been employed
for the prediction of earthquakes the ionospheirc precursors
identified from GPS-TEC measurements have drawn
considerable attention due to their relatively more
convincing characteristics. For example, Liu et al. (2001)
have examined the effect of a major earthquake of
magnitude M = 7.7 on the total electron content (hereafter
TEC) data and found the precursors 1-5 days prior to the
earthquake. Liu et al. (2004a) have performed a statistical
analysis on TEC data related to 20 earthquakes (M ≤ 6.0)
that occurred in the Taiwan region and found that 80% of
pre-earthquake ionospheric anomalies occurred 1–5 days
before the earthquakes. In a similar manner, Liu et al.
(2008) also examined the TEC data obtained using 8 GPS
(Global positioning Satellite) receivers over Taiwan before
the 2006 Pingtung earthquakes and found a reduction of
about 7 TECU (TEC unit) within a duration of 4.5 h.
Akhoondzadeh et al. (2010) have studied the variations
of electron and ion densities statistically in the light of
four large earthquakes and found a very good agreement
between the different parameters estimated by DEMETER
(Detection of Electromagnetic emissions transmitted from
Earthquake regions) satellite and GPS data in the detection
of pre-seismic anomalies. Recently, Le et al. (2011)
have studied the pre-earthquake ionospheric anomaly
statistically by TEC data from the global ionosphere map
(GIM) corresponding to 736 earthquakes (M < 6.0) that
occurred during 2002 – 2010 and their results indicated
anomalous variations in TEC data a few days before the
earthquakes. Liu et al. (2011) have reported that there is
a successive long time enhancement in GPS-TEC one day
before M = 7.0 Haiti earthquake occurred on 12 January,
2010, and the TEC enhancement anomaly appears
specifically in a small region over northern epicenter
area. Akhoondzadeh (2012) have studied the GPS-TEC
variation associated with the powerful Tohoku earthquake
of 11 March 2011, and reported convincing precursors
1-3 days prior to occurrence of earthquake. More recently
Pundhir et al. (2014) have examined the effect of a major
earthquake on GPS-TEC data and found the precursors
1-9 days prior to the earthquake. In spite of publication
of a large number of excellent papers in reputed journals
suggesting earthquake precursors in the ionospheric region,
the scientific communities at large entertain doubts about
the integrity of the conclusions, in the absence of a well-
proven and tested theory regarding the transfer of energy
from the crust to the ionosphere. This is further abetted
by the well-known day-to-day variability in the ionospheric
parameters not connected to any solar or geophysical event,
known as the geophysical noise, which incidentally is more
severe in the tropics. However, researchers should continue
to explore the possibility of using atmospheric signatures
as precursors for earthquakes because earthquakes and the
consequent tsunamis constitute the worst natural disasters.
It is accepted by internationally reputed seismologists
that earthquake precursors study alone could help in
narrowing down the non-uniqueness associated with short
term prediction. As such, earthquake precursors in the
J. Ind. Geophys. Union ( January 2015 )
v.19, no.1, pp:71-76
2. Devbrat Pundhir, Birbal Singh, D. R. Lakshmi and B. M. Reddy
72
ionosphere need to be studied in detail, to help in finding
apt signatures before an earthquake.
In the present paper, we select two cases of major
earthquakes which occurred in Pakistan region, one of
which was of magnitude M = 7.8 occurred on 16 April
2013 at Pakistan – Iran border region (28.0°N, 62.1°E)
and the other of magnitude M = 7.4 occurred on 24
September 2013 in Pakistan (27.0°N, 65.7°E).These were
very devastating earthquakes as they affected not only
Pakistan but also adjoining countries; Iran, Afghanistan,
India and China etc. We examine the spatial and temporal
variations of GPS-TEC observed at Agra station prior to
these major earthquakes during a span of +15 days from
the occurrence of these earthquakes and look for associated
anomalies. The effect of geomagnetic storms that occurred
during the respective months are also examined.
ExPERIMENTAL SETUP AND METhOD Of
ANALySIS:
The experimental set up for TEC measurements at Agra
station is similar to that used by our group earlier (Singh et
al., 2009). In brief, it consists of a GPS antenna (Novatel’s
Model GPS 702), a GPS receiver (Novatel’s Euro Pak 3-M),
connecting cables and relevant software (novatel.com)
imported from Silicon Valley, USA. The experimental set
up is placed in the Seismo-Electromagnetic and Space
Research Laboratory (SESRL) in the Faculty of Engineering
building at Bichpuri Campus of our college and round
the clock observations are taken. The local electrical and
electromagnetic disturbances are extremely low at Bichpuri
due to its location in rural area about 12 km west of
Agra city. We use quartile based statistical analysis as was
initially used by Liu et al. (2009) to identify the abnormal
signal properly. For this, we compute the median of GPS-
TEC values for the previous 10 quiet days, and determine
the corresponding lower and upper quartiles LQ and UQ
respectively. Then, we calculate lower bound (LB) and upper
bound (UB) as LB = M – 1.5 (M - LQ) and UB = M +
1.5 (UQ - M) respectively and find significant precursors
in relation to these earthquakes.
RESULTS AND DISCUSSION:
Fig. 1 shows the map of Asia which includes the locations
of these two earthquakes (solid stars) and observing station
Table 1. Details of Major Earthquakes in Pakistan Region.
Date of
Earthquake
Time
(UT)
Lat.
(deg.)
Long.
(deg.)
Depth
(km)
Magnitude Region Distance
from Agra
(km)
Radius of
influence
zone (km)
16/04/2013 10:44:11 28.0°N 62.1°E 46 7.8 Pakistan-Iran
Border Region
1568 2259.4
24/09/2013 11:29:48 27.0°N 65.7°E 10 7.4 Pakistan 1217 1520.5
figure 1. The map of Asia indicating the epicenters of earthquake (solid stars) and the location of TEC observing station Agra
in India (solid circle).
3. A study of ionospheric precursors associated with the major earthquakes occurred in Pakistan region
73
Agra (solid circle). The details of these earthquakes such
as date, time of occurrence in local time (LT), locations
(latitudes and longitudes), magnitudes, depths (km),
regions, distance from Agra (km) and radius of influence
zones (km) are mentioned in table 1.
The radius of influence zone is calculated by the
expression R = 100.43M
where M is the magnitude of the
earthquake (Dobrovolsky et al., 1979). Although these
earthquakes have occurred at large distances (> 1000
km), far away from the observing station Agra, they are
well covered by the radius of the influence zone (observing
station inside the earthquake preparation zone, see table
1). The details of the earthquake data have been taken
from United States Geological Survey (USGS) website
www.earthquake.usgs.gov.in. We also examine the effect of
geomagnetic storms for which Dst and ∑ Kp data have been
taken from the website http://omniweb.gsfc.nasa.gov/form/
dx1.html. We have used an earthquake selection criterion
in which magnitude of earthquake must be greater than
7, occurred at shallow depths (≤ 20 km), and observing
station must be inside the influence zone. Here, both
the earthquakes satisfy all these criteria except that the
earthquake of magnitude (M = 7.8) occurred at depth of
46 km, which is larger than the defined shallow depth.
However, we cannot ignore this earthquake because it is
of a very high magnitude (M = 7.8).
figure 2. (Top panel) The variation of GPS-TEC for the period of 1 April – 1 May 2013 with lower (LB) and upper bound (UB)
in blue, red, and green colours respectively. The black star shows the day of earthquake of magnitude M = 7.8. The variation of
Dst and Σ Kp Indices are shown in the lower two panels.
figure 3. Similar as Fig. 2 but for the period of 9 September- 9 October 2013 in which an earthquake of magnitude M = 7.4
occurred.
4. Devbrat Pundhir, Birbal Singh, D. R. Lakshmi and B. M. Reddy
74
While examining the TEC variation carefully we find
that although anomalies in the form of enhancements
occurred on many days between 6 and 14 April, a major
anomaly showing largest enhancement occurred on 9 April,
7 days before the main shock. These anomalies cannot
be attributed to magnetic storms because there was no
storm in this period as may be seen from the bottom two
panels. A major anomaly on 01 May can be attributed to
the isolated magnetic storm (∑Kp = 40) on 24 April. Such
storms have delayed effects in the low latitude ionosphere
(Jain and Singh, 1977; Lakshmi et al., 1983).
Fig. 3 (upper panel) shows the variation of GPS-TEC
from 15 days before to 15 days after (9 September- 9
October 2013). The earthquake of magnitude M = 7.4
is shown by a solid star and other descriptions of this
figure are similar as in Fig. 2. As the figure shows, while
significant anomalies in the form of enhancements
occurred on different days between 18 and 22 September, 2
to 6 days before the main shock, a major anomaly occurred
on 22 September, 2 days before the main shock. It may
further be seen from this figure that anomalies occurred
on two days more but after the earthquake, one on 29
September and the other on 6 October. Since the whole
month was magnetically quiet except an isolate storm (∑Kp
= 40) on 2 October, the anomaly on 6 October may be
attributed to this magnetic storm. However, the anomaly
on 29 September may possibly be due to after effect of the
main shock of 24 September.
In order to provide a better description of our results,
we plot a graph between anomalous TEC enhancements
(in percentage) by histograms and days of the month.
The occurrence day of the earthquake is shown by
downward arrow. The upper panel of Fig. 4 shows the
TEC enhancements corresponding to the earthquake of
magnitude (M = 7.8) and highest enhancement was found
on 9 April (38% above the upper bound). The lower panel
corresponds to the earthquake of magnitude M = 7.4.
Here, the maximum value of the TEC enhancement was
found on 22 September (56 % above the upper bound). The
anomaly period was variant, viz, longer (2-10 days) for the
largest earthquake of magnitude M = 7.8 and smaller (2-6
days) for the relatively smaller magnitude earthquake (M
= 7.4). It may be concluded here that as the magnitude of
the earthquake increases, the number of precursory days
also increases.
The history identifying atmospheric precursors to
earthquakes dates back to the Good Friday earthquake
in Alaska on March 27, 1964. However, it was the large
Tashkent earthquake of 1966 that provided the first
opportunity for a systematic study of the ionospheric
precursors by the Soviet scientists. The first attempt to
explain the ionospheric precursors of earthquakes was
considered in terms of direct penetration of electric fields
generated at shallow depths in the crustal region during
the preparatory phase of the earthquakes. Thus, these
electric fields in the presence of local magnetic field (B) in
the ionosphere cause upward or downward movements of
ionisation depending on the relative direction of Electric
and magnetic fields (Depueva and Ruzin, 1993). The
dynamics of earthquake preparation is now understood to
figure 4. (Upper panel) Histograms showing the enhanced values of TEC (in %) in the month of April, 2013 prior to the occurrence
of al large magnitude (M = 7.8) earthquake (shown by a downward arrow). (Lower panel) The same as the upper panel but for
the month of September, 2013 corresponding to another large magnitude (M = 7.4) earthquake.
5. A study of ionospheric precursors associated with the major earthquakes occurred in Pakistan region
75
be a strictional stick-slip instability resulting in sliding of
the crust along the faults. The simplest charge production
mechanism is a piego-electric material subjected to high
frequency oscillatory micro-fracturing processes.
The first step is the ionization near ground level by the
copious amounts of radons emanating from the earthquake
region (Pulinets, 2004). The next step is the formation of
water cluster ions, both positive and negative. These ions
joint together, aided by the Coulomb forces, but without
recombining. This is followed by abundant release of gases,
mainly carbon-di-oxide as the earthquake progresses. Large
air motions of ordered laminar flow are generated, splitting
the quasi-neutral ion clusters, resulting in ion densities of
about 105
to 106
cm-3
.
The charge separation process generates an anomalously
strong vertical electric field (≈ 1 KVm-1
) in comparison
with the fair weather electric field (≈ 100 Vm-1
). Pulinets
(2009) has also provided the explanation of the existence
of a vertical atmospheric electric field and coupling between
the ground and ionosphere using the concept of Global
Electric Circuit (GEC), which may cause the perturbations
in the ionosphere.
A more convincing mechanism for the electric field
generation has been suggested by Oyama et al. (2011).
They found an anomalous trough (precursor ionization
anomaly, PIA) in the variations of atomic oxygen ion (O+
)
and molecular ion observed by DE-2 satellite over the
preparation zone of a major earthquake (M = 7.5). They
suggested that it was due to lifting of plasma upward by
eastward electric field, which was possibly generated as a
result of disturbing the dynamo wind by internal gravity
waves in the E-region of the ionosphere. Sun et al. (2011)
have also suggested the same mechanism and studied a
relation between the heights of profile of neutral temperature
(Tn) and critical frequency of F-region (foF2) for two major
earthquakes of magnitude M = 6.9 and 7.9 respectively.
CONCLUSION
Employing a dual frequency GPS receiver, TEC
measurements have been in progress at Agra since 01
April 2006. In this paper, we have analyzed the data for
the months of April and September 2013 in which two
major earthquakes of Magnitude (M > 7) occurred in the
neighbouring country Pakistan. We have analyzed the TEC
data statistically using quartile based technique. The results
show that precursory enhancements occurred in the TEC
data 2-10 days before the earthquake of magnitude M =
7.8 with peak enhancement on 9 April 2013, 7 days before
the shock. Similarly, we find precursory enhancements 2-6
days prior to the occurrence of the earthquake of magnitude
M = 7.4 with peak enhancements on 22 September, 2 days
before the occurrence of the earthquake. These ionospheirc
precursors are not caused by geomagnetic storms because
they occurred much prior to the occurrence of isolated
storms, which occurred after the days of the main shocks
of the earthquakes. The precursory enhancements are
interpreted in terms of E × B drift where E is the electric
field of the seismogenic origin and B is the local magnetic
field in the ionosphere. The generation and penetration of
seismogenic electric fields in the ionosphere are discussed
in the light of suggestions made by earlier workers.
ACkNOwLEDgEMENTS
The authors are thankful to Department of Science and
Technology and Ministry of Earth Sciences, Government
of India, New Delhi for financial support.
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Mr. Devbrat Pundhir has received his B.Sc. (Physics) and M.Sc. (Physics) degrees from Dayalbagh
Educational Institute, Agra. Mr. Pundhir joined the Seismo-Electromagnetics and Space Research
Laboratory (SRSRL), Bichpuri, Agra as a Junior Research Fellow in 2013. He is pursuing Ph.D. in
Physics from Banasthali University, Rajasthan. His research field is Electromagnetic and Space
Science. He has published one research paper in an International Journal.
Dr. Birbal Singh obtained his M.Sc. (Physics) degree from Agra University in the year 1965 and joined
as lecturer in the Department of Physics of R.B.S. College, Agra in the same year. He received Ph.
D. from Banaras Hindu University, Varanasi in October, 1973. After completing Ph. D he returned
to R.B.S. College, Agra and started independent research work under sponsored research programmes
of DST and MoES. Dr. Singh is widely travelled and credited for starting Seismo-Electromagnetic
studies in India. Dr.Singh continued research in Seismo-Eletromagnetics and Space Science, as CSIR
Emeritus Scientist. He is a honourary Professor in the Department of Electronics and Communication
Engineering in the Faculty of Engineering and Technology of R.B.S. Engineering Technical Campus,
Bichpuri, Agra.
Dr. D.R. Lakshmi worked in National Physical Laboratory and has more than 40 years of research
experience in the field of Solar-Terrestrial Relationships. She has extensively worked on geomagnetic
storms and their effects on ionosphere-thermosphere system and ionospheric radio communications.
Dr. B Madhava Reddy received his BSc (Physics) in 1954 obtaining first rank from the Madras
University; MSc (Applied Physics) in 1958 and DSc (Atmospheric Sciences) in 1963 both from the
Andhra University. He did postdoctoral research at NASA Goddard Space Flight Centre (1964-67),
and worked in various capacities at the National Physical Laboratory (NPL), New Delhi (1967-95)
from where he retired as Head of the Radio Science Division. He has been a Visiting Professor
at the Institute of Space and Astronautical Sciences of Japan, and also at the Kyoto and Nagoya
universities. He also worked as CSIR Emeritus Scientist (1995-2000) and INSA (Honorary) Scientist
(2000- 2005), both at NGRI, Hyderabad.