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TRJTA-EPP-88-03

A NUMERICAT MODET OF IONOSPHERIC CONVECTION DERIVED FROM FIETD_

ALIGNED CURRENTS AND THE CORRESPONDING CONDUCTIVITY

L.G. Blomberg and G.T. Marklund

March 1988

Department of Plasma Physics The Royal Institute of Technology 5-100 44 Stockholm, Sweden

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A NUMERICAL MODEL OF IONOSPHERIC CONVECTION DERIVED FROM FIELD_ALIGNED CURRENTS AND THE CORRESPONDING CONDUCTIVITY

L.G. Blomberg and G.T. Marklund Department of Plasma Physics

The Royal Institute of Technology, Stockholm, Sweden

Abstract, A numerical model for the calculation of ionospheric convection pat- terns from given distributions of field-aligned current and ionospheric conductiv-

ity is described. The model includes a coupling between the conductivity and the field-aligned current, so that the conductivity peaks in regions of upward current, as usually observed by measurements. The model is very flexible in that the input distributions, the field-aligned current and the conductivity, have been parameter- ized in a convenient way. From the primary model output, namely the ionospheric electrostatic potential (or convection) in the corotating frame, a number of other quantities can be computed. These include: the potential in a Sun-fixed frame (the transformation takes into account the non-alignment of the Earth's magnetic and geographic axes), the potential in the magnetospheric equatorial plane (pro- jected using either a dipole magnetic field model or the Tsyganenko-Usmanov model, and the assumption of vanishing parallel electric field), the distribution of ionospheric (horizontal) current, and the Joule heating in the ionosphere. This model has been used together with input data inferred from satellite measurements to calculate the high-latitude potential distribution prevailing during a particular event. The model potential variation along the satellite orbit was found to be in excellent agreement with the measured electric field. The model has also been used to study 6ome fundamental properties of the electrodynamics of the high- latitude ionosphere. The results of these different applications of the model have been published separately.

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2

Contents

1. Introduction

2. The Model

2.1 Basic equations

2.2 Input quantities

2.2.1 The field-aligned curent

2.2.2 The ionospheric conductivity 2.2.3 Current-conductivity coupling 2.3 Model output

2.3.1 The potential in the corotating frame 2.3.2 The potential in the Sun-fixed fra,me 2.3.3 The potential in the magnetosphere 2.3.4 lonospheric currents

2.3.5 lonoapheric Joule heating

2.4 The numerical golution of the central difierential equation 2.5 F\rture development

3. Rcview of some applications of the model

4. Summary

Appendix

References

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3

1. Introduction

The magnetosphere-ionosphere system, is a system which is characterized by a strong electrodynamical interaction. The highly conducting ionosphere gener-

ally acts as a load on the generators in the magnetosphere, but may in regions

of auroral activity also act as a secondary generator, feeding energy back into the magnetosphere. Realistic models of the relationship between field-aligned currents, the ionospheric electric field, and the ionospheric conductivity are nec- essary to the understanding of the large-scale behaviour of this complex system.

In this kind of models, one of the quantities is calculated given the other two.

Over the past decade, numerous such models, employing difierent kinds of average

input distributions have been developed [e.g., Nisbel et al., 1978; Kamide and Matsushita, 1979a,b; Gizler et a1.,1979; Bleuler et aL.,1982]. Recently, models us- ing input data inferred from and calibrated against satellite and/or ground-based data, have been developed. Among those is the method of calculating the instan- taneous high-latitude potential distribution by Marklund et al. [1987a,b;1988]

who utilize satellite imager and dn situ data to obtain global input distributions of the field-aligned current and the ionospheric conductivity. Another, similar approach is used in the work by Kamide et aI. [1986] who use a conductivity distribution inferred from auroral images and an ionospheric current inferred from ground magnetometer data to calculate the convection.

The purpose of the present paper is to describe in detail the model used by Marklund et al. [1987a,b;1988]. This model, which includes a coupling between the field-aligned current and the ionospheric conductivity, has also been used

to study the principal efiects of such a coupling on the high-latitude convection [Blomberg and Marklund, 1988].

2. The Model

The calculation of the electrostatic potential distribution has been performed us-

ing spherical (surface) coordinates, where the d-coordinate is magnetic colatitude and the /-coordinate corresponds to magnetic local time (MLT). The numerical solution is based on a finite difference scheme and the Succesive Over-Relaxation

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method (SOR). The boundary condition used in the calculation is that the mag- netic equator is an equipotential curve. The basic equations, the parameterization of the input qua^ntities, the primary and the various secondary output quantities, and the numerical solution are described in detail below.

2.1 Basic equations

The basic equation relating the height-integrated ionospheric (horizontal) cur- rent (Js) to the ionospheric electric field (Es) ca"n be written

Jo:E.(Eo*vnxB) (1)

where Eo * vn x B is the electric field in the frame of the neutral wind, vrr. The reference frame for the calculation is the frame where vr. equals zero. Neglecting the atmospheric winds, the neutral gas will corotate with the Earth. Hence, in this case the frame of the neutral wind is equivalent to the Earth-fixed frame (i.e., Jo : E. Eo).

E is the height-integrated horizontal conductivity tensor

>: f

r"

-EocI

L Eo, zoo l

whose components (except at equatorial latitudes) are given by

(2)

(4) Eee : Ep f sin2 I

Eeq : -EOt : Es I sin I

866: EP

(3")

(3b)

(3") where .I is the inclination of the geomagnetic field (B), (approximated by a dipole), and Ep and ls are the height-integrated Pedersen and Hall conductivities respec-

tively.

The horizontal and field-aligned (positive downwards) components of the cur- rent are related through

V .Jo : j;; . sin.I

By introducing the electrostatic potential O, (Eo : -VO) one obtains:

V .(EVO) : -lrr .sin.[ (5)

(6)

5

This elliptic equation is the central equation in the present model.

2.2 Input quantities

The input quantities to the model are the field-aligned current and the iono- spheric conductivity. Some studies of satellite data indicate that the generators

in the magnetosphere during quiet conditions on a large spatial scale behave as a voltage source in Region 1 and as a combination of voltage and current sources in Region 21..9., Fujii a,nd lijima, 19871. Others have found that the magnetospheric generators on the intermediate spatial scale in both regions behave essentially as

a constant current source [e.g., Vickrcy et aL, 1986].

The reasons for choosing the conductivity and the field-aligned cument as input

in the present model (i.e., assuming a current-driven system) are several. As the large-scale field-aligned currents are generally confined to a relatively limited region of the ionosphere (the auroral zone and possibly poleward of this during northward IMF), it is possible to describe the distribution of the field-aligned current with a reasonable number of pararneters. Also, one of the most important ingredients in the method of Marklund ef cl. [1987a,b;1988] is the use of satellite auroral imager data. These are used to determine the t'auroral geographytt, i..., to infer qualitatively the distribution of field-aligned currents and conductivity enhancement. Furthermore, by using the field-aligned current as input data, the conductivity which is partly coupled to the field-aligned current, becomes fully defined without the need for some recursive process. The parameterization of the different input quantities is described below.

2.2.\ The field-aligned current

In the present model the ordinary Region 1 and Region 2 field-aligned currents

["f. Iijima and Potemra, 1976a;1978], as well as the cusp currents [Iijima and Potemra, 1976b1 can be represented. The basic parameters defining the geometry of the current systems are:

des : colatitude of the dayside Region lf 2 intefiace

L,Os : difference between nightside and dayside interface locations A01 : the width (in degrees) of Region 1

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6

L,0z : the width (in degrees) of Region 2

L,0s z the width (in degrees) of the cusp

The centre of the auroral oval (assumed to coincide with the Region L12inter- face) is described in this study by

oo : ooo+ aro .]|r""'u" ' {t

Lr I tul

The meaning of these geometrical parameters is illustrated in Figure 1. The longi- tudinal amplitude distribution of the Region 1 and Region 2 currents are specified by separate l7-coefficients Fourier series. These series define the currents at the colatitudes 0o - A9t+4O and 06 + A9-rff respectively. For each longitude, a third- order polynomial is computed which assumes the values of the Fourier series at the two respective points and which vanishes at the poleward edge of Region 1 and at the equatorward edge of Region 2. In this way a continuous two-dimensional distribution of the current is obtained. In a similar way the cusp current is defined by a Fourier series representing the amplitude of the current in the centre of the cusp region together with a second-order polynomial describing the latitudinal variation.

2.2.2 The ionospheric conductivity The height-integrated conductivities are represented by

Xp:

Xs:

(7")

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The root-sum-square relation is employed since the various ionization processes

giving rise to the conductivity take place roughly within the same altitude range, and hence, as discussed by, e.g., Wallis and Budzinski [1981], addition of the ionization rates (proportional to n!, if balanced by recombination) gives a far more accurate estimate of the total conductivity (proportional to n.) than a direct summation of the different conductivity contributions.

X6 is a background term having a constant low value, representing the contri- bution from cosmic radiation and galactic EUV.

(8)

I

!, represents an average auroral zone background conductivity given by

!r:Eso ( (d-do)'\

'*o\

-r5-)

(8)

Eyy represents the part of the conductivities which is produced by solar EUV- radiation. It is given here by

Evv : a' 1@sy

where 1 is the solar zenith angle.

X;' represents the conductivity enhancement produced by precipitating elec-

trons associated with upward field-aligned currents and is described in detail in the next section.

2.2.3 Current-conductivity coupling

In the present model a relationship between the field-aligned current a^nd the conductivity has been used, so that the conductivity peaks in regions of upwa.rd

current. The form of this relation is:

(e)

upward downward

I k(M Lr) . liyl, for 1sg

I 0, for 11g

(10)

The factor of proportionality k(M LT) is local time dependent to account for the differences in the hardness of the particle spectrum. Thus, it has a lower value on the dayside where the precipitation generally is softer than on the nightside. The contribution from protons to the total precipitated particle energy is estimated

to be at most 10 to 20 per cent [Hultqvist, 1973] and is assumed here to be accounted for by Xr. Upflowing particles usually deplete rather than enhance the ionospheric ionization, since they typically have thermal energies. This effect does not, however, significantly modify the height-integrated conductivity since

the depletion occurs mainly above the E-layer [cf. Block and Fiilthammar, 1968].

The linear relationship between conductivity and current is justified by, e.g., the rocket observations of Lyons et al. [1979] and the model work by Fridman and Lemaire [1980] together with the fact that the conductivity is roughly proportional to the square-root of the downward electron energy flux [cf. [Iarel et aI.,19Sl].

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8

This and other aspects of the current-conductivity coupling are discussed in some

detail in Blomberg and Marklund [1988].

2.3 Model output

The output from the model, the electrostatic potential in the "framett where vr.

equals zero, is obtained by solving Eq. 5 numerically. From this primary output quantity a number of other, secondary output quantities can be computed. The various output quantities will be described in detail below.

2.3.1 The potential in the corotating frame

Since the ionospheric neutral gas, in the first order approximation, corotates

with the Earth, we assume here that the Earth-fixed frame is identical to the frame where vr. equals zero. Thus, the prima.ry output potential from the model is taken to represent the convection in the corotating frame.

2.3.2 The potential in the Sun-fixed frame

If the electric field (E) in the Earth-fixed (corotating) frame is zero, then the electric field (E') in the Sun-fixed frame will be given by

E':-vxB (11)

where v is the velocity of the corotating system, and B is the geomagnetic field.

Hence, in this case

E' : -(c., x r) x B : (r. B)- - (ro.B)r ( 12) r is the geocentric where ar is the angular velocity of the Earth's rotation and

position vector.

If the geomagnetic field is approximated by a centered dipole, the magnetic pole

in the northern hemisphere is located at -l[79" W69". This gives the following relations:

OryP : 11"

6wp : 15. M LTwp t L5 .UT + LlL"

(13o)

(13b)

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9

where 0r$ arc the magnetic colatitude and local time respectively. Subscript NP indicates north geographic pole. Using Cartesian components one obtains:

r : r . (sin0 cos /,sind sin $rcos 0)

b, : u) . iivp : crr . (sin dryp cos 6xp, sin dryp sin drvp, cos diyp) The latitudinal component of E', .E| is given by

Eb : E' '0: (r' n)(t, . 0)

(".8) equals

(".B) - rB,:

-r *+

,

where p is the magnetic dipole moment (:8.t .L022Arnz), and, since

f : (cos 0 cos S,cos 0 sin {, - sin d)

the explicit form of (ar .0; it

a'e,6):

Ir' E,srd,o

(14)

(15 )

( 16)

(17)

(18)

@'4: co[sindrypcos0cos(/ryp - 6\ -cos0rypsindl (le)

Hence, the latitudinal component of the corotation electric field can be written:

Eb : -#9Yr1r1r, dryp cos 0 cos(SNp - il -cos diyp sin 0l (20)

Choosing the north magnetic pole as the reference point for the corotation poten-

tial (i.e., O'(0: 0,6):0), it is obtained from

(21)

(20) a,nd (21) now give:

a'@,d): Y} lrr"drypcos(/Np - 6)(0* +) - cosa^,prir,ral e2)

4r r | \r'!r "\ 2 / ----rvr-'- "J

In conclusion, an electric field given in the corotating frame can be transformed into a Sun-fixed frame by adding the corotation field E' (Eq. l2), or in terms of the electrostatic potential by adding the corotation potential iD' (Eq. 22). The backward transformation is accomplished by subtraction of E', O'.

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10

2.3.3 The potential in the magnetosphere

The potential distribution in the ionosphere can be projected onto the mag- netospheric equatorial plane under the assumption of perfect mapping (i.e., no magnetic-field aligned (parallel) electric fields). This projection will then depend on the magnetic field model employed. In the present work we have used two difierent models of the magnetic field. The simplest one is a centered dipole. In this case the projection is given by:

Q.q: 6

r.s Rs sin-z 0

(23a)

(236) The other field model is the Tsyganenko-Usmanov model [Tsyganenko and Us-

marov, 19821. This model takes into account not only the Earth's internal mag- netic field, but also includes contributions from the ring current, the magnetotail currents, the magnetopause currents and the average effect of field-aligned cur- rents. The latter model is furthermore Kp-dependent. For this case no simple relationship between colatitude and longitude in the ionosphere and that in the equatorial plane exists, but the projection has to be done by numerical field line tracing.

2.3.4 Ionospheric currents

The ionospheric (horizontal) current distribution can be computed from the electric field and the height-integrated conductivity (Eq. 1). This provides a

possibility to make comparisons with the ionospheric current vectors inferred from ground-based magnetometer data. However, since several assumptions (i.e., the Hall to Pedersen current ratio and the extent to which the Pedersen, Hall and field- aligned currents are seen on the ground) are necessary to determine the height- integrated ionospheric current, ground-based magnetic measurements can only give a rough picture of the ionospheric current systems. Thus, these comparisons should be made with care.

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11

2.3.5 Ionospheric Joule heating

From the electric field and the height-integrated conductivity it is also possible to calculate the ionospheric Joule heating or electrical power dissipation using:

Prout": E' >' E - Eee' gB + Eoo' E3

2.4 The numerical solution of the central differential equation

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The basic equation (Eq. 5) has been solved numerically using the finite difference method known as the Succesive Over-Relaxation (SOR) method. The mesh used

for the calculation is equidistant in longitude but not in latitude. This provides a possibility to obtain good spatial resolution in the "importanttt regions (e.g., the auroral zone), while keeping the number of mesh points at a reasonable level.

The over-relaxation factor, B, is optimized using Carr6's semi-empirical method.

A new lopt ie calculated every 25'th iteration. The criterion used to determine numerical convergence is that the ratio of the norm of the last refinement vector to the norm of the last solution vector should not exceed a specified value. The basic equations used for the finite difierence discretization are summarized in Appendix.

General properties of the SOR method ca,n be found in, e.g., Smith [lg6b].

2.5 Future development

The model is under continuous development, and some extensions currently pla,nned/proposed include: the possibility to introduce polar field-aligned currents, (i.e., to represent the current systems typically prevailing during northward IMF), to remove the boundary condition at the magnetic equator by specifying input quantities in both hemispheres (i.e., making a true global calculation), and to apply the model also to time-dependent events.

3. Review of some applications of the model

The model has so far been applied to two different specific problems. First, it

was used by Marklund et cl. [1987a,b;1988]. They used simultaneous observations by the Viking and DMSP/F7 satellites to obtain snapshot pictures of the high- latitude electrodynamics associated with a specific auroral situation viewed by

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72

the UV imaging experiment on Viking. The calculated potential pattern showed excellent agreement with that inferred from the measured electric field. The only significant discrepancies occured when the satellite was on field lines connected to acceleration regions, where deviations are to be expected due to the existence of parallel electric fields.

Secondly, it was used by Blomberg and Marklund [1938] to study the influence on the high-latitude potential distribution of using a more realistic conductivity model including the current-conductivity coupling. The main results were that the typical clockwise rotation of the polar cap electric field is reduced and that the electric field is significantly weaker in regions of upward currents than in regions where downward currents are flowing compared to the results obtained using a

local time independent conductivity model.

4. Summary

A flexible and useful model for the calculation of the ionospheric potential distribution given the distribution of field-aligned currents and the correspond-

ing conductivity has been presented. An important feature in the model is a coupling between the height-integrated ionospheric conductivity and the upward field-aligned current, so that the conductivity peaks in regions of intense upward currents. This situation is the one normally encountered by rockets and satellites.

Another significant feature is that the corotation potentiat ((Eq. 22), needed for the transformation between the Earth-fixed and the Sun-fixed frames) is calcu- lated taking into account the non-alignment of the Earth's geographic and mag- netic axes. This results in a Universal Time dependent transformation, which for certain purposes is significant. The strength of the present model is that the input quantities are parameterized in a convenient way so that the model can be run in a "semi-interactive" manner. Apart from the ionospheric potential distribution the model also gives the ionospheric current system and Joule heating, and there is a possibility to infer the potential distribution in the magnetospheric equatorial plane.

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13

Acknowledgemenfs. The present work has benefitted from stimulating discus- sions with a number of people at the Department of Plasma Physics, The Royal

Institute of Technology. Their much appreciated contribution is gratefully ac- knowledged. This research was supported by the Swedish Board for Space Activ- ities,

Appendix

The explicit form of the basic differential equation (Eq. 5) is (assuming r :

constant:1) :

-J;g 'sin.[:-v'Jo: - (lEtt t'dlII'l]:

L-r"

,ool Lnrl I

:

I ao r (r 1 aa ^ AiD _ I ao\il

v '

l(t00 a, + Eeo "*d6)t +

( -Eao * + "tt rtrr, a6)d) :

,,,#+ *rr r#+

(""t o'ee *

W- # W) #*

( 1 0',s6, 1 ?Eoo\aO

\'i"d N -;i;r7 aO )TO (.4.1)

Mesh points for the numerical solution are {d;}f:, and {6i}l:r. Introducing the notation:

tli,i : Q(o;rdi)

h--0i-0;-r h+:0;+t-0;

k--6i-6i-r k+:6i+t-6i

the finite difference approximations of the various derivatives can be written (A.2) (1.3) (4.4)

(/.5)

(,4.6)

(A.7)

(.4.8)

(4.e) 02Q .. .,h-Or+r,i * ha0i-r,r - (h+ + h-)iDr,j

A0, -' Uh_(h++h_)

0Q ,_ h2-Q;+r,i - h2*Qiq,i - (h2- - hI)Qi,i

00

0,Q .. n

w-o

h+h_(h+ + h_)

k-Qt,j+t * k+tDi,j-t - (,t+ + /c-)Od,j

k+k_(b+ + k_)

(15)

14

k2-Q ;,i+r - lc2*Q ;,i -r - (k2- - k2*\iD ;,i

k+k-(k+ + fr-)

Using these relations the following equation, which forms the basis for ation of the iteration matrix in the SOR method, is obtained

ao

-{+a6 (,4.10)

the evalu-

(A.12) (,4.13)

(A.r4)

(,4.15)

- l' A B-+h; -h*c+kr

rk*Dl :

*r,i'

lt*n_ + t*n_ * W' . k+k_

I

_rAh_cl

'.Pi+r,i

Lrm*at,; + p* + lr-;J +

_l'Ah*cl

!Di-r,i

La--16+ a-:l - E-16*1n-)j +

_fBk_Dl oi,i+'

t@)+m*+r,J.J

+

:lBk+Dl o;,i-'

lt-1r*al,_)-6-6-rE)l *r",,,'sinr (A'11)

where

A:2.Eee

B :2.Eoolsin2 d

flEee 1 0Es6 C:cot0-I,ee*6 - ri"rd

n | 0I,66, 1 02oo

":Tne N -

"inre Ad

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15 References

Bleuler, E., Li, C.H. and Nisbet, J.S., Relationships Between the Birkeland Cur- rents, Ionospheric Currents, and Electric Fields, J. Geophys. Res., 87, 757,,

1982

Block, L.P. and Fiilthammar, C.-G., Effects of Field-aligned Currents on the Struc- ture of the Ionosphere, J. Geophys. Res.,73,4807, 1968

Blomberg, L.G. a^nd Marklund, G.T., The Influence of Conductivities Consistent with Field-Aligned Currents on High-Latitude Convection Patterns, The Royal Insfif ufe of Technology Report TRITA-EPP-88-02,1988

Fridman, M. and Lemaire, J., Relationship Between Auroral Electrons Fluxes and Field Aligned Potential Difference, J. Geoph.ys. Res., 85, 664, 1980

Fujii, R. and Iijima, T., Control of the Ionospheric Conductivities on Large-Scale Birkeland Current Intensities Under Geomagnetic Quiet Conditions, J. Geop.hys.

Res., 92,4505, 1987

Gizler, V.A., Semenov, V.S. a.nd Troshichev, O.A., Electric Fields a,nd Currents in the Ionosphere Generated by Field-Aligned Currents Observed by Triad, Planet.

Space Sci., 27, 223, 1979

Ilarel, M., Wolf, R.A., Reiff, P.H., Spiro, R.W., Burke, W.J., Rich, F.J. and Smiddy, M., Quantitative Simulation of a Magnetospheric Substorm, 1, Model Logic and Overview, J. Geophys. Res., 86,2217 r 1981.

Hultqvist, B., Auroral Particles, pp. 161 in CosmicaJ Geophysics, Eds. Egeland, A., Holter, A. and. Omholt, A., Sca^ndinavian University Books, 1973

Iijima, T. and Potemra, T.A., The Amplitude Distribution of Field-Aligned Cur- rents at Northern High Latitudes Observed by Triad, J. Geophys. Res., 81, 2165,1976a

Iijima, T. and Potemra, T.A., Field-Aligned Current in the Dayside Cusp Ob- served by Triad, J. Geophys. Res., 87,5971,1976b

Iijima, T. and Potemra, T.A., Large-Scale Characteristics of Field-Aligned Cur- rents Associated with Substorms, J. Geophys. Res., 83, 599, 1978

Kamide, Y. and Matsushita, S., Simulation Studies of Ionospheric Electric Fields and Currents in Relation to Field-Aligned Currents, 1, Quiet Periods, J. Geo-

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16

pfiyr. Res., 84,4083, 1979a

Kamide, Y. and Matsushita, S., Simulation Studies of Ionospheric Electric Fields and Currents in Relation to Field-Aligned Currents, 2, Substorms, J. Geophys.

Res., 84,4099, 1979b

Kamide, Y., Craven, J.D., Frank, L.A., Ahn, B.-H. and Akasofu, S.-I., Modeling Substorm Current Systems Using Conductivity Distributions Inferred From DE Auroral Images, J. Geophys. Res., 91, 11235, 1986

Lyons, L.R., Evans, D.S. and Lunditr, R., An Observed Relation Between Magnetic Field Aligned Electric Fields and Downward Electron Energy Fluxes in the Vicinity of Auroral Forms, J. Geophys. Res., 84,457r 1979

Marklund, G.T, Blomberg, L.G., Potemra, T.A., Murphree, J.S., Rich, F.J. and Stasiewicz, K., A New Method to Derive "Instantaneous" High-Latitude Poten-

tial Distributions from Satellite Measurements Including Auroral Imager Data, Geophys. Res. Lett., 74, 439, 1987a

Marklund, G.T., Blomberg, L.G., Hardy, D.A. and Rich, F.J., Instantaneous Pic- tures of the High-Latitude Electrodynamics Using Viking and DMSP/F? Ob- servations, ESA SP-270, pp. 45, Proc. of 8th ESA/PAC Symposium, Sunne, Sweden, 17-23 May, 1987b

Marklund, G.T., Blomberg, L.G., Stasiewicz, K., Murphree, J.S., Pottelette, R., Zanetti, L.J., Potemra, T.A., Hardy, D.A. and Rich, F.J., Snapshots of High- Latitude Electrodynamics Using Viking and DMSP/F7 Observations, The Royal Insfitute of Technology Repott TRITA-EPP-88-0I, 1988

Mishin, V.M., Lunyushkin, S.B., Shirapov, D.Sh. and Baumjohann, W., A New Method for Generating Instantaneous Ionospheric Conductivity Models Using Ground-Based Magnetic Data, Planet. Space. 9ci.,34,713, 1986

Nisbet, J.S., Miller, M.J. and Carpenter, L.A., Currents and Electric Fields in the Ionosphere Due to Field-aligned Auroral Currents, J. Geophys. Res., 8s,2G47, 1978

Smith, G.D., Numerical Solution of Partial Differential Equations, Oxford Univer- sity Press, 1965

Tsyganenko, N.A. and Usmanov, A.V., Determination of the Magnetospheric Cur-

References

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