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A Review of Progress in Modelling Induced Geoelectric and 
Geomagnetic Fields with special regard to Geomagnetically 
Induced Currents 
Alan W. P. Thomson1, Allan J. McKay1 and Ari Viljanen2 
1 British Geological Survey, Murchsion House, West Mains Road, Edinburgh, EH9 3LA 
awpt@bgs.ac.uk, aljm@bgs.ac.uk 
2 Finnish Meteorological Institute, Helsinki, Finland. ari.viljanen@fmi.fi 
Summary. The Earth’s lithosphere and mantle responds to SpaceWeather through time-varying, depth-dependent 
induced magnetic and electric fields. Understanding the properties of these electromagnetic 
fields is a key consideration in modelling the hazard to technological systems from Space Weather. In 
this paper we review current understanding of these fields, in terms of regional and global scale geology 
and geophysics. We highlight progress towards integrated European-scale models of geomagnetic and 
geoelectric fields, specifically for the purposes of modelling geomagnetically induced currents in power 
grids and pipelines. 
1 Introduction 
Geomagnetically Induced Currents (GIC) flow in grounded conducting networks, such as 
power grids and pipelines, during geomagnetic storms. GIC are near-DC electrical currents 
that are a consequence of the induced geoelectric field that follows from Faraday’s law of 
electromagnetic (EM) induction. To fully understand the flow of GIC in networks we need 
to first understand how the geoelectric field responds to a given geomagnetic disturbance. 
This geophysical response depends on three main factors: the spatial structure and variation 
periods of the primary geomagnetic field and the three-dimensional conductivity structure of 
the Earth. Given a surface distribution of the geoelectric field, electrical network analysis can 
then be used to determine the flow of GIC in conducting networks (e.g. Lehtinen and Pirjola, 
1985; Pulkkinen et al., 2001). 
In this review we will report on recent progress on the geophysical problem, particularly 
in the understanding of the three-dimensional electrical conductivity structure of the Earth 
from both global and regional EM surveys, and from technical (modelling) innovations. We 
summarise major recent discoveries and provide, for the reader, references to the major papers. 
We concentrate on papers published in the last ten years or so and therefore refer the reader to 
the reviews of Schwarz, 1990, and Hjelt, 1988, for the status of the scientific literature prior 
to this time. 
The structure of the paper is as follows. In Section 2 we discuss recent global induction 
studies that reveal current ‘best estimates’ of the electrical conductivity of the Earth’s mantle
2 Alan W. P. Thomson, Allan J. McKay and Ari Viljanen 
and lithosphere. In Section 3 we highlight studies that provide resources relevant to deriving 
regional conductivity models, for example on the European continental scale. In Section 4 we 
outline various techniques that are, or could be, employed to model the EM fields relevant to 
GIC. Note that the scope of this paper is restricted to the electromagnetic induction studies 
relevant to GIC, and is not intended to be exhaustive. The reader is referred to Kuvshinov 
(2007) for a review of induction effects (in 3-D and 1-D models at sea level and satellite 
altitude) in magnetic fields due to magnetic storms, geomagnetic daily variations, tides and 
ocean circulation. 
2 Global Conductivity Models 
The Earth surface ‘footprint’ of SpaceWeather can be large: both continental-scale and global-scale 
EM fields can be induced in the Earth, depending on the scale size and period of external 
magnetic variations, these being subject to solar wind control. The global scale response oc-curs 
primarily in the deep mantle. In this section we highlight recent global induction studies 
that provide deep mantle conductivity models. These models typically have a simple radial 
dependence and are used to underly various crustal/ upper mantle models required to model 
EM fields at periods relevant to GIC. 
Fig. 1. Left - Global map of surface conductance with the cutaway showing the Eurasian mantle con-ductivity 
model of Semenov and Jozwiak (1999); after Voz´ar et al. (2006). Right - Mantle conductivity 
profiles of various studies; see Kuvshinov and Olsen (2006) for full details and references. 
2.1 Radial Conductivity Models 
Magnetic satellite missions such as CHAMP (2001 to present), Ørsted (1999 to present), 
and SAC-C (2002 to present) offer global uniform data coverage. These data sources have 
been used to derive deep (to a depth of 1500 km) radial conductivity models (e.g. Kuvshinov 
and Olsen, 2006). At depths greater than 400 km the models consistently show a monotonic 
increase in conductivity from about 0.03-0.08 S/m to 1-2 S/m at 900 km depth; see Figure 1 
for example.
Title Suppressed Due to Excessive Length 3 
2.2 Three Dimensional Conductivity Models 
An inhomogeneous distribution of electric conductivity in the Earth’s crust will distort even 
long period EM field variations that penetrate deep into the Earth. Therefore, to model prop-erly 
the geoelectric and geomagnetic field 3D inductive effects must be taken into account. 
For example, 3D analysis is required to interpret satellite induction observations in the longer 
period range of hours to days (e.g. Everett et al., 2003). Similarly, long period electromag-netic 
responses, say derived from geomagnetic observatory data, need to be corrected for the 
distorting effect of induction in the oceans. 
For example, Olsen and Kuvshinov (2004) used a global surface conductance (conductivity-thickness 
product) map (S-Map) (see Figure 1) to model the ocean effect of geomagnetic 
storms. The S-Map represents the non-uniform surface conductance due to the seas, oceans 
and sediments and are often formulated using a combination of bathymetric data, and the 
global sediment thickness compilation of Laske and Masters (1997); see Everett et al. (2003) 
for example. However, Voz´ar et al. (2006), for example, are refining a global S-map using a 
combination of Magnetotelluric (MT) and Geomagnetic Deep Sounding (GDS) data. If suc-cessful, 
this will prove to be a valuable resource as it will draw together information gained 
from both global and regional induction studies. 
Compilations such as the world geological map (http://ccgm.free.fr) and world magnetic 
anomaly map (Purucker, 2007) provide insights into global (and regional) tectonics. The 
planned ESA Swarm mission should provide information about electrical conductivity het-erogeneities 
in the Earth’s mantle (Kuvshinov et al., 2006) 
3 Regional Conductivity Models 
The main sources of regional conductivity models stem from MT and GDS surveys; a com-prehensive 
review of which is outwith the scope of this paper (but see Haak (1985) for an 
earlier review, continent by continent). We restrict ourselves therefore to a summary of re-gional 
conductivity studies of relevance to modelling GIC within Europe and North America. 
However we note that studies reported in Schwarz (1990) provide valuable detail for regions 
such as New Zealand, South Africa, Australia, and Japan. 
Recent European investigations of the electrical conductivity of the lithosphere and as-thenosphere 
have been reviewed comprehensively by Korja (2007). Fennoscandia is well-covered 
in respect of recent MT and GDS studies following the completion of the Baltic 
Electromagnetic Array (BEAR) project. Korja et al. (2002) compiled a map of the crustal 
conductance for the Fennoscandian Shield and its surrounding ocean and seas, and continen-tal 
areas using the BEAR array data, and numerous other studies. The crustal conductance 
compilation of Korja et al. (2002) has been utilized by Engels et al. (2002) to model electric 
and magnetic fields at the Earth’s surface. 
The electrical conductivity structure of the UK landmass is complex and it is surrounded 
by shallow shelf seas along with the deep ocean a few hundred kilometers to the west. These 
factors are all known to influence the EM fields observed on land in a period range appropriate 
to GIC (McKay and Whaler, 2006). Thus, the geological setting, and geomagnetic latitude, 
of the UK has influenced the approach to modelling the EM fields. For example, Thomson
4 Alan W. P. Thomson, Allan J. McKay and Ari Viljanen 
et al. (2005) used a quasi 3D thin-sheet model to calculate the geo-electric field at the peak 
(as determined by the time of maximum GIC in the Scottish Power grid) of the October 2003 
geomagnetic storm; see Figure 2. They noted the regional variation of the electric field and 
strong electric field enhancements due to the coastal conductivity contrast. 
Fig. 2. Surface electric field throughout the UK es-timated 
at 21:20UT assuming a driving period of 
360 s. The colour and arrows represent the E-field 
amplitude [V/km] and azimuth respectively. The in-set 
shows the azimuth of the primary geomagnetic 
field, and secondary electric field for a simple 1D 
model. After Thomson et al. (2005). 
The Pre-Cambrian Shield is a highly resistive feature of Canadian geology. MT soundings 
have been made at many sites throughout Canada as part of the Lithoprobe project (e.g. Fer-guson 
et al., 2005). Boteler (2001) used published MT soundings to determine regional con-ductivity 
models applicable to determining GIC in the five largest power systems in Canada. 
Fernberg et al. (2007) attributed anomalously large pipe to soil potentials to the lateral bound-ary 
between the shield and the relatively conductive Paleozoic rocks on the shield’s eastern 
margin. 
4 EM Field Modelling 
The calculation of the geoelectric field at the Earth’s surface normally comprises two main 
steps. First, specifying or determining the primary geomagnetic field responsible for induc-tion. 
Second, calculation of the induced EM fields. In this Section we first outline how the 
geomagnetic disturbance can be modelled in regional studies. Then we highlight how the 
geoelectric field (since this is of primary importance in GIC studies) may be calculated. 
4.1 Modelling the geomagnetic disturbance field 
The characteristic feature of high geomagnetic latitudes is large and rapid temporal change, 
and strong spatial inhomogeneity, in the rate of change of the primary geomagnetic field (e.g. 
Pulkkinen and Viljanen, 2007). For example, Figure 3 illustrates the strong spatial inhomo-geneity 
of the horizontal magnetic field rate of change just prior (20:06:30UT) to the power
Title Suppressed Due to Excessive Length 5 
grid blackout experienced in Sweden at 20:07UT (Pulkkinen et al., 2005b) while the ground 
magnetic field is relatively smooth at 20:07:00UT. 
20031030 20:06:30 
max(|dH/dt|) = 28.4 nT/s 
70oN 
65oN 
0o 
20oE 
40oE 
60oN 
20031030 20:07:00 
max(|H|) = 3843 nT 
70oN 
65oN 
0o 
20oE 
40oE 
60oN 
20031030 20:08:40 
max(|dH/dt|) = 34.1 nT/s 
70oN 
65oN 
0o 
20oE 
40oE 
60oN 
Fig. 3. The time derivative of the horizontal ground magnetic field at 20:06:30UT (left), equivalent 
ground currents formed by rotating the ground magnetic field at 20:07:00UT (middle) and the time 
derivative of the horizontal ground magnetic field at 20:08:40UT (right). The sampling rate of the ge-omagnetic 
field was 10s, and the measurements were interpolated onto a uniform grid using the SECS 
method. 
The geomagnetic disturbance field is primarily of ionospheric origin. Geomagnetic distur-bances 
are often represented using ionospheric equivalent currents. However, it is possible to 
try to predict the geomagnetic field at the Earth’s surface directly from solar wind data (e.g. 
Gleisner and Lundstedt, 2001a,b; Weigel et al., 2003). 
Models of idealized geomagnetic disturbances (e.g. a westward traveling surge) have been 
used to investigate the occurrence of GIC (e.g. Viljanen et al., 1999). The representation of 
the geomagnetic field using Spherical Elementary Currents Systems (SECS), introduced and 
validated by Amm (1997) and Pulkkinen et al. (2003a) respectively, means that recent studies 
have considered particular geomagnetic storm events and used ground based magnetometer 
data to derive equivalent ionospheric currents (e.g. Pulkkinen et al., 2003b) or interpolated 
maps of the ground magnetic field; see Figure 3 for example. SECS can also be used with a 
single magnetometer chain (Vanhamaki et al., 2003). 
4.2 Determining the geoelectric field 
The ‘plane-wave’ model (which forms the basis of the MT method) is commonly employed to 
calculate the geoelectric field. The simplest realization of the plane-wave method is a primary 
field that propagates vertically downward into an Earth of uniform or layered conductivity. 
The appeal is its simplicity, and its remarkable success (e.g. Viljanen et al., 2004). 
The Complex Image Method (CIM) is an approximate method for calculating the EM 
fields at the Earth’s surface (e.g. Boteler and Pirjola, 1998). Pulkkinen et al. (2003a) combined 
SECS and CIM; Viljanen et al. (2004) demonstrated that using CIM it is now possible to 
calculate quickly the geoelectric field using realistic representations of ionospheric current 
sources over a given region. They also demonstrated that the CIM method is accurate enough 
for the purpose of GIC studies despite using the plane-wave surface impedance.
6 Alan W. P. Thomson, Allan J. McKay and Ari Viljanen 
McKay and Whaler (2006) have shown that it is possible to use MT and GDS response 
functions to estimate directly the electric and magnetic fields throughout a region, rather than 
relying solely on conductivity models. Their study was limited to a single central period, 
however, where array (or the spatial coverage is good) MT and/or GDS data are available then 
the method is applicable to GIC. 
3D Earth conductivity models have been applied in GIC research, but they have yet to be 
implemented in a practical sense; see for example Beamish et al. (2002) and Thomson et al. 
(2005). Pulkkinen and Engels (2005) used the 3D volume code of Avdeev et al. (2002), and the 
method of SECS to include both a non-uniform time-varying source field and 3D conductivity 
variations to study the effect of induction in the Earth on estimates of ionospheric equivalent 
currents. Significant induction effects were observed e.g. overestimation of up to 30% of the 
main ionospheric current flow amplitude, which increases away from the main current flow. 
Pulkkinen et al. (2007) show that it is possible to estimate the MT surface impedance 
using GIC and geomagnetic observatory data. Therefore, Earth conductivity models which 
optimally describe the link between magnetic variations and GIC are being developed. 
5 Summary 
Significant progress in both Earth conductivity and EM modelling has been made in the last 
ten years, much of it relevant to the problem of the space weather impact on technological 
systems such as power networks and pipelines. In this short review we have summarised new 
findings on the geophysics relevant to the ground effects of space weather, and provided a 
reference list for more detailed reading. Future challenges with particular regard to GIC are 
the fast calculation of the EM fields using 3D Earth models, and developing an understanding 
of the level of model detail required. In conclusion we note that future planned satellite mag-netometry 
missions, in particular the ESA mission SWARM, will likely provide even greater 
insights into the geophysical properties of the Earth and its environs, with clear benefit to the 
scientific and engineering communities interested in the ground effects of space weather. 
References 
Amm, O.: Ionospheric elementary current systems in spherical coordinates and their application. 49, 
947–955 (1997). 
Avdeev, D.B., Kuvshinov, A.V., Pankratov, O.V. and Newman, O.: Three dimensional induction logging 
problems, Part 1: an integral equation solution and model comparisons. Geophysics, 67(2),412–426 
(2002). 
Beamish D., Clark, T.D.G., Clarke E., and Thomson A.W.P.: Geomagnetically induced currents in the 
UK: geomagnetic variations and surface electric fields. J. Atmos. Sol. Terr. Phys., 64,1779–1792 
(2002). 
Boteler, D.H.: Assessment of geomagnetic hazard to power systems in Canada. Natural Hazards, 23, 
101-120 (2001). 
Boteler, D. and Pirjola, R.J.: The complex-image method for calculating the magnetic and electric fields 
produced at the surface of the Earth by the auroral electrojet. Geophys. J. Int., 132,31–40 (1998).
Title Suppressed Due to Excessive Length 7 
Engels, M., Korja, T., and the Bear Working Group: Multisheet modelling of the electrical conductivity 
structure in the Fennoscandian Shield. Earth Planets Space, 54, 559–573 (2002). 
Everett M.E., Constable, S. and Constable, C.G.: Effects of near surface conductance on global satellite 
induction responses, Geophys. J. Int., 153, 277–286 (2003). 
Ferguson I.J., Craven, J.A., Kurtz, R.D., Boerner, D.C., Bailey, R.C., Wu, X., Orellana, M.R., Spratt, J., 
Wennberg, G. and Norton A.: Geoelectric response of Archean lithosphere in the western Superior 
Province, central Canada, Phys. Earth Planet. Int., 150, 123–143 (2005). 
Fernberg, P. A., Samson, C., Boteler, D. H., Trichtchenko, L. and Larocca, P.: Earth conductivity struc-tures 
and their effects on geomagnetic induction in pipelines. Annales Geophysicae, 25, 207–218 
(2007). 
Gleisner, H., and Lundstedt, H.: A neural network-based local model for prediction of geomagnetic 
disturbances, J. Geophys. Res., 106, 8425–8434 (2001a). 
Gleisner, H., and Lundstedt, H.: Auroral electrojet predictions with dynamic neural networks, J. Geo-phys. 
Res., 106, 24541–24550 (2001b). 
Haak, V.: Anomalies of electrical conductivity in the Earth’s crust and upper Mantle. In: Fuchs, K. and 
Soffel, H. (ed), Landolt-Bornstein, New Series, 5/2b pp 397–436, Springer-Verlag, Berlin Heidel-berg 
(1985) 
Hjelt, S. E.: Regional EM studies in the 80s. Surv. Geophys., 9, 349-387 (1988) 
Korja, T.: How is the European lithosphere imaged by Magnetotellurics? submitted Surv. Geophys., 
(2007) 
Korja, T., Engels, M., Zhamaletdinov, A.A., Kovtun, A.A., Palshin, N.A., Smirnov, M.Y., Tokarev, A.D., 
Asming, V.E., Vanyan, L.L., Vardaniants, I.L., and the Bear Working Group: Crustal conductivity 
in Fennoscandia–a compilation of a databse on crustal conductance in the Fennoscandian Shield. 
Earth Planets Space, 54, 535–558 (2002) 
Kuvshinov, A.: Global 3-D EM induction in the solid Earth and the oceans, in Electromagnetic sounding 
of the Earths interior, ed. Spichak V., Elsevier, Holland, Chapter 1, 4-24 (2007) 
Kuvshinov, A. and Olsen, N.: A global model of mantle conductivity derived from 5 years of CHAMP, 
Ørsted and SAC-C magnetic data, Geophys. Res. Lett., 33, L18301, (2006). 
Kuvshinov, A., Sabaka, T. and Olsen, N.: 3-D electromagnetic induction studies using the Swarm con-stellation: 
Mapping conductivity anoamlies in the Earth’s mantle, Earth Planets Space, 58, 417–427 
(2006). 
Laske, G. and Masters, G., A global digital map of sediment thickness. EOS Trans. AGU, 78(46) (1997). 
Lehtinen, M. and Pirjola, R., Currents produced in earthed conductor networks by geomagnetically 
induced currents. Annales Geophysicae, 3,4,479–484 (1985). 
McKay, A.J. and Whaler, K.A.: The electric field in northern England and southern Scotland: implica-tions 
for geomagnetically induced currents. Geophys. J. Int., 167, 613–625 (2006). 
Olsen, N. and Kuvshinov A.: Modelling the ocean effect of geomagnetic storms: Earth, Planets and 
Space, 56, 525-530 (2004). 
Pulkkinen, A., Pirjola, R., Boteler, D., Viljanen, A. and Yegorov, I: Modelling of space weather effects 
on pipelines. J. Appl. Geophys., 48, 233-256 (2001). 
Pulkkinen, A., Amm, O., Viljanen, A. and the Bear Working group: Ionospheric equivalent current 
distributions determined with the method of spherical elementary current systems. J. Geophys. Res., 
108(A2), 1053 (2003a). 
Pulkkinen, A., Amm, O., Viljanen, A. and the BearWorking group: Separation of the geomagnetic vari-ation 
field into parts of external and internal parts using the spherical elecmenatry currents system 
method. Earth Planets Space, 55, 117–129 (2003b). 
Pulkkinen, A. and Engels, M.: The role of 3D geomagnetic induction in the determination of the iono-spheric 
currents from ground-based data. Annales Geophysicae, 23, 909–917 (2005).
8 Alan W. P. Thomson, Allan J. McKay and Ari Viljanen 
Pulkkinen, A., Lindahl, S., Viljanen, A. and Pirjola, P.: Geomagnetic storm of 2931 October 2003: 
Geomagnetically induced currents and their relation to problems in the Swedish high-voltage power 
transmission system. Space Weather, 3, doi: 10.1029/2004SW000123 (2005b). 
Pulkkinen, A., Viljanen, A. and Pirjola, P.: Determination of ground conductivity and system parame-ters 
for optimal modeling of geomagnetically induced current flow in technological systems. Earth 
Planets Space, submitted (2007). 
Pulkkinen, A. and Viljanen, A.: The complex spatiotemporal dynamics of ionospheric currents. In: 
XXX(ed) COST724 Final Report. XXX (2007). 
Purucker, M.: Magnetic anomaly map of the world. EOS Trans. AGU, 88(25), (2007). 
Schwarz, G.: Electrical conductivity of the Earth’s crust and upper mantle. Surv. Geophys., 11, 133-161 
(1990) 
Semenov, V. Yu and JozwiakW.: Model of the geoelectrical structure of the mid and lower mantle in the 
Europe-Asia region. Geophys. J. Int., 138, 549-552 (1999). 
Thomson, A.W.P., McKay, A.J., Clarke, E., Reay, S.J.: Surface electric fields and geomagnetically in-duced 
currents in the Scottish Power grid during the 30 October 2003 geomagnetic storm.Space 
Weather - The International Journal of Research and Applications, 3, Art. No. S11002 (2005). 
Vanhamaki H, Amm O, Viljanen A: One-dimensional upward continuation of the ground magnetic field 
disturbance using spherical elementary current systems. Earth Planets Space, 55, 613–625 (2003). 
Viljanen , A. and Amm, O. and Pirjola, R.: Modelling geomagnetically induced currents during different 
ionospheric situations. J. Geophys. Res., 104, 29,059–28,071 (1999). 
Viljanen, A., A. Pulkkinen, O. Amm, R. Pirjola, T. Korja and BEAR Working Group: Fast computation 
of the geoelectric field using the method of elementary current systems and planar Earth models, 
Ann. Geophys., 22, 101–113, (2004) 
Voz´ar, J., Semenov, V.Y., Kuvshinov, A.V. and Manoj, C.: Updating the map of Earth’s surface conduc-tance. 
EOS Trans. AGU, 33(15), (2006). 
Weigel, R. S., Klimas, A.J. and Vassiliadis,D.: Solar wind coupling to and predictability of ground 
magnetic fields and their time derivatives, J. Geophys. Res., 108, 1298 (2003).

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A review of progress in modelling induced geoelectric and

  • 1. A Review of Progress in Modelling Induced Geoelectric and Geomagnetic Fields with special regard to Geomagnetically Induced Currents Alan W. P. Thomson1, Allan J. McKay1 and Ari Viljanen2 1 British Geological Survey, Murchsion House, West Mains Road, Edinburgh, EH9 3LA awpt@bgs.ac.uk, aljm@bgs.ac.uk 2 Finnish Meteorological Institute, Helsinki, Finland. ari.viljanen@fmi.fi Summary. The Earth’s lithosphere and mantle responds to SpaceWeather through time-varying, depth-dependent induced magnetic and electric fields. Understanding the properties of these electromagnetic fields is a key consideration in modelling the hazard to technological systems from Space Weather. In this paper we review current understanding of these fields, in terms of regional and global scale geology and geophysics. We highlight progress towards integrated European-scale models of geomagnetic and geoelectric fields, specifically for the purposes of modelling geomagnetically induced currents in power grids and pipelines. 1 Introduction Geomagnetically Induced Currents (GIC) flow in grounded conducting networks, such as power grids and pipelines, during geomagnetic storms. GIC are near-DC electrical currents that are a consequence of the induced geoelectric field that follows from Faraday’s law of electromagnetic (EM) induction. To fully understand the flow of GIC in networks we need to first understand how the geoelectric field responds to a given geomagnetic disturbance. This geophysical response depends on three main factors: the spatial structure and variation periods of the primary geomagnetic field and the three-dimensional conductivity structure of the Earth. Given a surface distribution of the geoelectric field, electrical network analysis can then be used to determine the flow of GIC in conducting networks (e.g. Lehtinen and Pirjola, 1985; Pulkkinen et al., 2001). In this review we will report on recent progress on the geophysical problem, particularly in the understanding of the three-dimensional electrical conductivity structure of the Earth from both global and regional EM surveys, and from technical (modelling) innovations. We summarise major recent discoveries and provide, for the reader, references to the major papers. We concentrate on papers published in the last ten years or so and therefore refer the reader to the reviews of Schwarz, 1990, and Hjelt, 1988, for the status of the scientific literature prior to this time. The structure of the paper is as follows. In Section 2 we discuss recent global induction studies that reveal current ‘best estimates’ of the electrical conductivity of the Earth’s mantle
  • 2. 2 Alan W. P. Thomson, Allan J. McKay and Ari Viljanen and lithosphere. In Section 3 we highlight studies that provide resources relevant to deriving regional conductivity models, for example on the European continental scale. In Section 4 we outline various techniques that are, or could be, employed to model the EM fields relevant to GIC. Note that the scope of this paper is restricted to the electromagnetic induction studies relevant to GIC, and is not intended to be exhaustive. The reader is referred to Kuvshinov (2007) for a review of induction effects (in 3-D and 1-D models at sea level and satellite altitude) in magnetic fields due to magnetic storms, geomagnetic daily variations, tides and ocean circulation. 2 Global Conductivity Models The Earth surface ‘footprint’ of SpaceWeather can be large: both continental-scale and global-scale EM fields can be induced in the Earth, depending on the scale size and period of external magnetic variations, these being subject to solar wind control. The global scale response oc-curs primarily in the deep mantle. In this section we highlight recent global induction studies that provide deep mantle conductivity models. These models typically have a simple radial dependence and are used to underly various crustal/ upper mantle models required to model EM fields at periods relevant to GIC. Fig. 1. Left - Global map of surface conductance with the cutaway showing the Eurasian mantle con-ductivity model of Semenov and Jozwiak (1999); after Voz´ar et al. (2006). Right - Mantle conductivity profiles of various studies; see Kuvshinov and Olsen (2006) for full details and references. 2.1 Radial Conductivity Models Magnetic satellite missions such as CHAMP (2001 to present), Ørsted (1999 to present), and SAC-C (2002 to present) offer global uniform data coverage. These data sources have been used to derive deep (to a depth of 1500 km) radial conductivity models (e.g. Kuvshinov and Olsen, 2006). At depths greater than 400 km the models consistently show a monotonic increase in conductivity from about 0.03-0.08 S/m to 1-2 S/m at 900 km depth; see Figure 1 for example.
  • 3. Title Suppressed Due to Excessive Length 3 2.2 Three Dimensional Conductivity Models An inhomogeneous distribution of electric conductivity in the Earth’s crust will distort even long period EM field variations that penetrate deep into the Earth. Therefore, to model prop-erly the geoelectric and geomagnetic field 3D inductive effects must be taken into account. For example, 3D analysis is required to interpret satellite induction observations in the longer period range of hours to days (e.g. Everett et al., 2003). Similarly, long period electromag-netic responses, say derived from geomagnetic observatory data, need to be corrected for the distorting effect of induction in the oceans. For example, Olsen and Kuvshinov (2004) used a global surface conductance (conductivity-thickness product) map (S-Map) (see Figure 1) to model the ocean effect of geomagnetic storms. The S-Map represents the non-uniform surface conductance due to the seas, oceans and sediments and are often formulated using a combination of bathymetric data, and the global sediment thickness compilation of Laske and Masters (1997); see Everett et al. (2003) for example. However, Voz´ar et al. (2006), for example, are refining a global S-map using a combination of Magnetotelluric (MT) and Geomagnetic Deep Sounding (GDS) data. If suc-cessful, this will prove to be a valuable resource as it will draw together information gained from both global and regional induction studies. Compilations such as the world geological map (http://ccgm.free.fr) and world magnetic anomaly map (Purucker, 2007) provide insights into global (and regional) tectonics. The planned ESA Swarm mission should provide information about electrical conductivity het-erogeneities in the Earth’s mantle (Kuvshinov et al., 2006) 3 Regional Conductivity Models The main sources of regional conductivity models stem from MT and GDS surveys; a com-prehensive review of which is outwith the scope of this paper (but see Haak (1985) for an earlier review, continent by continent). We restrict ourselves therefore to a summary of re-gional conductivity studies of relevance to modelling GIC within Europe and North America. However we note that studies reported in Schwarz (1990) provide valuable detail for regions such as New Zealand, South Africa, Australia, and Japan. Recent European investigations of the electrical conductivity of the lithosphere and as-thenosphere have been reviewed comprehensively by Korja (2007). Fennoscandia is well-covered in respect of recent MT and GDS studies following the completion of the Baltic Electromagnetic Array (BEAR) project. Korja et al. (2002) compiled a map of the crustal conductance for the Fennoscandian Shield and its surrounding ocean and seas, and continen-tal areas using the BEAR array data, and numerous other studies. The crustal conductance compilation of Korja et al. (2002) has been utilized by Engels et al. (2002) to model electric and magnetic fields at the Earth’s surface. The electrical conductivity structure of the UK landmass is complex and it is surrounded by shallow shelf seas along with the deep ocean a few hundred kilometers to the west. These factors are all known to influence the EM fields observed on land in a period range appropriate to GIC (McKay and Whaler, 2006). Thus, the geological setting, and geomagnetic latitude, of the UK has influenced the approach to modelling the EM fields. For example, Thomson
  • 4. 4 Alan W. P. Thomson, Allan J. McKay and Ari Viljanen et al. (2005) used a quasi 3D thin-sheet model to calculate the geo-electric field at the peak (as determined by the time of maximum GIC in the Scottish Power grid) of the October 2003 geomagnetic storm; see Figure 2. They noted the regional variation of the electric field and strong electric field enhancements due to the coastal conductivity contrast. Fig. 2. Surface electric field throughout the UK es-timated at 21:20UT assuming a driving period of 360 s. The colour and arrows represent the E-field amplitude [V/km] and azimuth respectively. The in-set shows the azimuth of the primary geomagnetic field, and secondary electric field for a simple 1D model. After Thomson et al. (2005). The Pre-Cambrian Shield is a highly resistive feature of Canadian geology. MT soundings have been made at many sites throughout Canada as part of the Lithoprobe project (e.g. Fer-guson et al., 2005). Boteler (2001) used published MT soundings to determine regional con-ductivity models applicable to determining GIC in the five largest power systems in Canada. Fernberg et al. (2007) attributed anomalously large pipe to soil potentials to the lateral bound-ary between the shield and the relatively conductive Paleozoic rocks on the shield’s eastern margin. 4 EM Field Modelling The calculation of the geoelectric field at the Earth’s surface normally comprises two main steps. First, specifying or determining the primary geomagnetic field responsible for induc-tion. Second, calculation of the induced EM fields. In this Section we first outline how the geomagnetic disturbance can be modelled in regional studies. Then we highlight how the geoelectric field (since this is of primary importance in GIC studies) may be calculated. 4.1 Modelling the geomagnetic disturbance field The characteristic feature of high geomagnetic latitudes is large and rapid temporal change, and strong spatial inhomogeneity, in the rate of change of the primary geomagnetic field (e.g. Pulkkinen and Viljanen, 2007). For example, Figure 3 illustrates the strong spatial inhomo-geneity of the horizontal magnetic field rate of change just prior (20:06:30UT) to the power
  • 5. Title Suppressed Due to Excessive Length 5 grid blackout experienced in Sweden at 20:07UT (Pulkkinen et al., 2005b) while the ground magnetic field is relatively smooth at 20:07:00UT. 20031030 20:06:30 max(|dH/dt|) = 28.4 nT/s 70oN 65oN 0o 20oE 40oE 60oN 20031030 20:07:00 max(|H|) = 3843 nT 70oN 65oN 0o 20oE 40oE 60oN 20031030 20:08:40 max(|dH/dt|) = 34.1 nT/s 70oN 65oN 0o 20oE 40oE 60oN Fig. 3. The time derivative of the horizontal ground magnetic field at 20:06:30UT (left), equivalent ground currents formed by rotating the ground magnetic field at 20:07:00UT (middle) and the time derivative of the horizontal ground magnetic field at 20:08:40UT (right). The sampling rate of the ge-omagnetic field was 10s, and the measurements were interpolated onto a uniform grid using the SECS method. The geomagnetic disturbance field is primarily of ionospheric origin. Geomagnetic distur-bances are often represented using ionospheric equivalent currents. However, it is possible to try to predict the geomagnetic field at the Earth’s surface directly from solar wind data (e.g. Gleisner and Lundstedt, 2001a,b; Weigel et al., 2003). Models of idealized geomagnetic disturbances (e.g. a westward traveling surge) have been used to investigate the occurrence of GIC (e.g. Viljanen et al., 1999). The representation of the geomagnetic field using Spherical Elementary Currents Systems (SECS), introduced and validated by Amm (1997) and Pulkkinen et al. (2003a) respectively, means that recent studies have considered particular geomagnetic storm events and used ground based magnetometer data to derive equivalent ionospheric currents (e.g. Pulkkinen et al., 2003b) or interpolated maps of the ground magnetic field; see Figure 3 for example. SECS can also be used with a single magnetometer chain (Vanhamaki et al., 2003). 4.2 Determining the geoelectric field The ‘plane-wave’ model (which forms the basis of the MT method) is commonly employed to calculate the geoelectric field. The simplest realization of the plane-wave method is a primary field that propagates vertically downward into an Earth of uniform or layered conductivity. The appeal is its simplicity, and its remarkable success (e.g. Viljanen et al., 2004). The Complex Image Method (CIM) is an approximate method for calculating the EM fields at the Earth’s surface (e.g. Boteler and Pirjola, 1998). Pulkkinen et al. (2003a) combined SECS and CIM; Viljanen et al. (2004) demonstrated that using CIM it is now possible to calculate quickly the geoelectric field using realistic representations of ionospheric current sources over a given region. They also demonstrated that the CIM method is accurate enough for the purpose of GIC studies despite using the plane-wave surface impedance.
  • 6. 6 Alan W. P. Thomson, Allan J. McKay and Ari Viljanen McKay and Whaler (2006) have shown that it is possible to use MT and GDS response functions to estimate directly the electric and magnetic fields throughout a region, rather than relying solely on conductivity models. Their study was limited to a single central period, however, where array (or the spatial coverage is good) MT and/or GDS data are available then the method is applicable to GIC. 3D Earth conductivity models have been applied in GIC research, but they have yet to be implemented in a practical sense; see for example Beamish et al. (2002) and Thomson et al. (2005). Pulkkinen and Engels (2005) used the 3D volume code of Avdeev et al. (2002), and the method of SECS to include both a non-uniform time-varying source field and 3D conductivity variations to study the effect of induction in the Earth on estimates of ionospheric equivalent currents. Significant induction effects were observed e.g. overestimation of up to 30% of the main ionospheric current flow amplitude, which increases away from the main current flow. Pulkkinen et al. (2007) show that it is possible to estimate the MT surface impedance using GIC and geomagnetic observatory data. Therefore, Earth conductivity models which optimally describe the link between magnetic variations and GIC are being developed. 5 Summary Significant progress in both Earth conductivity and EM modelling has been made in the last ten years, much of it relevant to the problem of the space weather impact on technological systems such as power networks and pipelines. In this short review we have summarised new findings on the geophysics relevant to the ground effects of space weather, and provided a reference list for more detailed reading. Future challenges with particular regard to GIC are the fast calculation of the EM fields using 3D Earth models, and developing an understanding of the level of model detail required. In conclusion we note that future planned satellite mag-netometry missions, in particular the ESA mission SWARM, will likely provide even greater insights into the geophysical properties of the Earth and its environs, with clear benefit to the scientific and engineering communities interested in the ground effects of space weather. References Amm, O.: Ionospheric elementary current systems in spherical coordinates and their application. 49, 947–955 (1997). Avdeev, D.B., Kuvshinov, A.V., Pankratov, O.V. and Newman, O.: Three dimensional induction logging problems, Part 1: an integral equation solution and model comparisons. Geophysics, 67(2),412–426 (2002). Beamish D., Clark, T.D.G., Clarke E., and Thomson A.W.P.: Geomagnetically induced currents in the UK: geomagnetic variations and surface electric fields. J. Atmos. Sol. Terr. Phys., 64,1779–1792 (2002). Boteler, D.H.: Assessment of geomagnetic hazard to power systems in Canada. Natural Hazards, 23, 101-120 (2001). Boteler, D. and Pirjola, R.J.: The complex-image method for calculating the magnetic and electric fields produced at the surface of the Earth by the auroral electrojet. Geophys. J. Int., 132,31–40 (1998).
  • 7. Title Suppressed Due to Excessive Length 7 Engels, M., Korja, T., and the Bear Working Group: Multisheet modelling of the electrical conductivity structure in the Fennoscandian Shield. Earth Planets Space, 54, 559–573 (2002). Everett M.E., Constable, S. and Constable, C.G.: Effects of near surface conductance on global satellite induction responses, Geophys. J. Int., 153, 277–286 (2003). Ferguson I.J., Craven, J.A., Kurtz, R.D., Boerner, D.C., Bailey, R.C., Wu, X., Orellana, M.R., Spratt, J., Wennberg, G. and Norton A.: Geoelectric response of Archean lithosphere in the western Superior Province, central Canada, Phys. Earth Planet. Int., 150, 123–143 (2005). Fernberg, P. A., Samson, C., Boteler, D. H., Trichtchenko, L. and Larocca, P.: Earth conductivity struc-tures and their effects on geomagnetic induction in pipelines. Annales Geophysicae, 25, 207–218 (2007). Gleisner, H., and Lundstedt, H.: A neural network-based local model for prediction of geomagnetic disturbances, J. Geophys. Res., 106, 8425–8434 (2001a). Gleisner, H., and Lundstedt, H.: Auroral electrojet predictions with dynamic neural networks, J. Geo-phys. Res., 106, 24541–24550 (2001b). Haak, V.: Anomalies of electrical conductivity in the Earth’s crust and upper Mantle. In: Fuchs, K. and Soffel, H. (ed), Landolt-Bornstein, New Series, 5/2b pp 397–436, Springer-Verlag, Berlin Heidel-berg (1985) Hjelt, S. E.: Regional EM studies in the 80s. Surv. Geophys., 9, 349-387 (1988) Korja, T.: How is the European lithosphere imaged by Magnetotellurics? submitted Surv. Geophys., (2007) Korja, T., Engels, M., Zhamaletdinov, A.A., Kovtun, A.A., Palshin, N.A., Smirnov, M.Y., Tokarev, A.D., Asming, V.E., Vanyan, L.L., Vardaniants, I.L., and the Bear Working Group: Crustal conductivity in Fennoscandia–a compilation of a databse on crustal conductance in the Fennoscandian Shield. Earth Planets Space, 54, 535–558 (2002) Kuvshinov, A.: Global 3-D EM induction in the solid Earth and the oceans, in Electromagnetic sounding of the Earths interior, ed. Spichak V., Elsevier, Holland, Chapter 1, 4-24 (2007) Kuvshinov, A. and Olsen, N.: A global model of mantle conductivity derived from 5 years of CHAMP, Ørsted and SAC-C magnetic data, Geophys. Res. Lett., 33, L18301, (2006). Kuvshinov, A., Sabaka, T. and Olsen, N.: 3-D electromagnetic induction studies using the Swarm con-stellation: Mapping conductivity anoamlies in the Earth’s mantle, Earth Planets Space, 58, 417–427 (2006). Laske, G. and Masters, G., A global digital map of sediment thickness. EOS Trans. AGU, 78(46) (1997). Lehtinen, M. and Pirjola, R., Currents produced in earthed conductor networks by geomagnetically induced currents. Annales Geophysicae, 3,4,479–484 (1985). McKay, A.J. and Whaler, K.A.: The electric field in northern England and southern Scotland: implica-tions for geomagnetically induced currents. Geophys. J. Int., 167, 613–625 (2006). Olsen, N. and Kuvshinov A.: Modelling the ocean effect of geomagnetic storms: Earth, Planets and Space, 56, 525-530 (2004). Pulkkinen, A., Pirjola, R., Boteler, D., Viljanen, A. and Yegorov, I: Modelling of space weather effects on pipelines. J. Appl. Geophys., 48, 233-256 (2001). Pulkkinen, A., Amm, O., Viljanen, A. and the Bear Working group: Ionospheric equivalent current distributions determined with the method of spherical elementary current systems. J. Geophys. Res., 108(A2), 1053 (2003a). Pulkkinen, A., Amm, O., Viljanen, A. and the BearWorking group: Separation of the geomagnetic vari-ation field into parts of external and internal parts using the spherical elecmenatry currents system method. Earth Planets Space, 55, 117–129 (2003b). Pulkkinen, A. and Engels, M.: The role of 3D geomagnetic induction in the determination of the iono-spheric currents from ground-based data. Annales Geophysicae, 23, 909–917 (2005).
  • 8. 8 Alan W. P. Thomson, Allan J. McKay and Ari Viljanen Pulkkinen, A., Lindahl, S., Viljanen, A. and Pirjola, P.: Geomagnetic storm of 2931 October 2003: Geomagnetically induced currents and their relation to problems in the Swedish high-voltage power transmission system. Space Weather, 3, doi: 10.1029/2004SW000123 (2005b). Pulkkinen, A., Viljanen, A. and Pirjola, P.: Determination of ground conductivity and system parame-ters for optimal modeling of geomagnetically induced current flow in technological systems. Earth Planets Space, submitted (2007). Pulkkinen, A. and Viljanen, A.: The complex spatiotemporal dynamics of ionospheric currents. In: XXX(ed) COST724 Final Report. XXX (2007). Purucker, M.: Magnetic anomaly map of the world. EOS Trans. AGU, 88(25), (2007). Schwarz, G.: Electrical conductivity of the Earth’s crust and upper mantle. Surv. Geophys., 11, 133-161 (1990) Semenov, V. Yu and JozwiakW.: Model of the geoelectrical structure of the mid and lower mantle in the Europe-Asia region. Geophys. J. Int., 138, 549-552 (1999). Thomson, A.W.P., McKay, A.J., Clarke, E., Reay, S.J.: Surface electric fields and geomagnetically in-duced currents in the Scottish Power grid during the 30 October 2003 geomagnetic storm.Space Weather - The International Journal of Research and Applications, 3, Art. No. S11002 (2005). Vanhamaki H, Amm O, Viljanen A: One-dimensional upward continuation of the ground magnetic field disturbance using spherical elementary current systems. Earth Planets Space, 55, 613–625 (2003). Viljanen , A. and Amm, O. and Pirjola, R.: Modelling geomagnetically induced currents during different ionospheric situations. J. Geophys. Res., 104, 29,059–28,071 (1999). Viljanen, A., A. Pulkkinen, O. Amm, R. Pirjola, T. Korja and BEAR Working Group: Fast computation of the geoelectric field using the method of elementary current systems and planar Earth models, Ann. Geophys., 22, 101–113, (2004) Voz´ar, J., Semenov, V.Y., Kuvshinov, A.V. and Manoj, C.: Updating the map of Earth’s surface conduc-tance. EOS Trans. AGU, 33(15), (2006). Weigel, R. S., Klimas, A.J. and Vassiliadis,D.: Solar wind coupling to and predictability of ground magnetic fields and their time derivatives, J. Geophys. Res., 108, 1298 (2003).