Prediction of peak-dst from halo CME/magnetic cloud-speed observations

Similar documents
EFFECT OF SOLAR AND INTERPLANETARY DISTURBANCES ON SPACE WEATHER

Forecasting the ring current index Dst in real time

Solar cycle effect on geomagnetic storms caused by interplanetary magnetic clouds

, B z. ) Polarity and Statistical Analysis of Solar Wind Parameters during the Magnetic Storm Period

Predicting the occurrence of super-storms

Effect of CME Events of Geomagnetic Field at Indian Station Alibag and Pondicherry

A study on severe geomagnetic storms and earth s magnetic field H variations, Sunspots and formation of cyclone

Correlation between speeds of coronal mass ejections and the intensity of geomagnetic storms

Interplanetary Origins of Moderate (-100 nt < Dst -50 nt) Geomagnetic Storms. During Solar Cycle 23 ( )

Long-term correlation between solar and geomagnetic activity

Orientation and Geoeffectiveness of Magnetic Clouds as Consequences of Filament Eruptions

The largest geomagnetic storm of solar cycle 23 occurred on 2003 November 20 with a

A statistical study of magnetic cloud parameters and geoeffectiveness

Relationship of interplanetary coronal mass ejections with geomagnetic activity

ICME and CIR storms with particular emphases on HILDCAA events.

Geoeffectiveness of CIR and CME Events: Factors Contributing to Their Differences

Forbush event detected by CARPET on 2012 March

Relationship between Dst(min) magnitudes and characteristics of ICMEs

INTERPLANETARY ASPECTS OF SPACE WEATHER

Variation of Solar Wind Parameters During Intense Geomagnetic Storms

Solar and interplanetary sources of major geomagnetic storms during

A STATISTICAL STUDY ON CORONAL MASS EJECTION AND MAGNETIC CLOUD AND THEIR GEOEFFECTIVENESS

Journal of Atmospheric and Solar-Terrestrial Physics

The first super geomagnetic storm of solar cycle 24: The St. Patrick day (17 March 2015) event

MDs in INTERPLANETARY SPACE and MIRROR MODEs in PLANETARY MAGNETOSHEATHS and the HELIOSHEATH

Long-lived geomagnetic storms and coronal mass ejections

Modeling of 1 2 September 1859 super magnetic storm

A statistical study of the geoeffectiveness of magnetic clouds during high solar activity years

Magnetic clouds, cosmic ray decreases, and geomagnetic storms

STUDY ON RELATIONSHIP OF MAGNETOSPHERIC SUBSTORM AND MAGNETIC STORM

Geoeffectiveness (Dst and Kp) of interplanetary coronal mass ejections during and implications for storm forecasting

Properties and geoeffectiveness of magnetic clouds in the rising, maximum and early declining phases of solar cycle 23

Seasonal and diurnal variation of geomagnetic activity: Russell-McPherron effect during different IMF polarity and/or extreme solar wind conditions

MULTIPLE MAGNETIC CLOUDS IN INTERPLANETARY SPACE. 1. Introduction

PROPAGATION AND EVOLUTION OF ICMES IN THE SOLAR WIND

Space Weather Effects of Coronal Mass Ejection

Statistical Study of Interplanetary Condition Effect on Geomagnetic Storms

ARTICLE IN PRESS. Journal of Atmospheric and Solar-Terrestrial Physics

Limitations of the utility of CMEs for forecasting timings and magnitudes of geomagnetic Dst storms

Variability of Solar Wind Dynamic Pressure with Solar Wind Parameters During Intense and Severe Storms

Effect of Halo Coronal Mass Ejection on Cosmic Ray Intensity and Disturbance Storm-Time index for the Ascending Phase of the Solar Cycle 24

Solar wind drivers of large geomagnetically induced currents during the solar cycle 23

Two-step development of geomagnetic storms

Downstream structures of interplanetary fast shocks associated with coronal mass ejections

Received: 8 November 2010 Revised: 31 March 2011 Accepted: 11 April 2011 Published: 16 May Data analyses

A tentative study for the prediction of the CME related geomagnetic storm intensity and its transit time

Geomagnetic storms, dependence on solar and interplanetary phenomena: a review

arxiv: v1 [physics.space-ph] 6 Sep 2011

Predictions of the arrival time of Coronal Mass Ejections at 1 AU: an analysis of the causes of errors

Geomagnetic Disturbance Report Reeve Observatory

Statistic study on the geomagnetic storm effectiveness of solar and interplanetary events

Characterization of last four and half solar cycles on the basis of intense geomagnetic storms

Study of Flare Related Intense Geomagnetic Storms with Solar Radio Burst and JIMF

Coronal Mass Ejections and Extreme Events of Solar Cycle 23. Nat Gopalswamy NASA Goddard Space Flight Center Greenbelt, Maryland, USA

THE EXPANSION AND RADIAL SPEEDS OF CORONAL MASS EJECTIONS

Extreme CME Events from the Sun Nat Gopalswamy NASA/GSFC E. W. Cliver NSO. Space Climate 6, Levi, Finland April

Ambient solar wind s effect on ICME transit times

Differences between CME associated and CH associated RED events during 2005

Halo CMEs in October November 2003: predictions and reality

Long term data for Heliospheric science Nat Gopalswamy NASA Goddard Space Flight Center Greenbelt, MD 20771, USA

Comment on Effects of fast and slow solar wind on the correlation between interplanetary medium and geomagnetic activity by P.

The January 10{11, 1997 magnetic cloud: Multipoint. measurements. J. Safrankova 1,Z.Nemecek 1,L.Prech 1, G. Zastenker 2, K.I.

Geoeffectiveness and efficiency of CIR, sheath, and ICME in generation of magnetic storms

Coronal mass ejections (CMEs) are an important factor in coronal and interplanetary dynamics.

In-Situ Signatures of Interplanetary Coronal Mass Ejections

Modeling the recovery phase of extreme geomagnetic storms

Geo-effective transients and their solar causes during solar cycle 23

Statistical Influences of Sun Spot Numbers and Solar Radio Fluxes on Geomagnetic Field during the Period

Extreme Space Weather events of Colaba: Estimation of interplanetary conditions.

COMPARISON OF PC5 GEOMAGNETIC PULSATIONS ASSOCIATED WITH CIR-DRIVEN AND CME-DRIVEN STORMS. O. V. Kozyreva and N.G. Kleimenova

BEHAVIOR OF PLASMA AND FIELD PARAMETERS AND THEIR RELATIONSHIP WITH GEOMAGNETIC INDICES DURING INTENSE GEOMAGNETIC STORMS OF SOLAR CYCLE 23

Do Inner Planets Modulate the Space Environment of the Earth?

Interplanetary Field During the Current Solar Minimum

Case studies of space weather events from their launching on the Sun to their impacts on power systems on the Earth

Relationship between Interplanetary (IP) Parameters and Geomagnetic Indices during IP Shock Events of 2005

Influence of the solar wind dynamic pressure on the decay and injection of the ring current

PREDICTION OF THE IMF B z USING A 3-D KINEMATIC CODE

Observations of an interplanetary slow shock associated with magnetic cloud boundary layer

Global modeling of the magnetosphere in terms of paraboloid model of magnetospheric magnetic field

Improved input to the empirical coronal mass ejection (CME) driven shock arrival model from CME cone models

Solar and Interplanetary Disturbances causing Moderate Geomagnetic Storms

The Solar wind - magnetosphere - ionosphere interaction

Study of Geomagnetic Field Variations at Low Latitude of African Equatorial Region

CMEs during the Two Activity Peaks in Cycle 24 and their Space Weather Consequences

STRUCTURE OF A MAGNETIC DECREASE OBSERVED

Ooty Radio Telescope Space Weather

Radio Observations and Space Weather Research

Tracking halo coronal mass ejections from 0 1 AU and space weather forecasting using the Solar Mass Ejection Imager (SMEI)

Ring current decay time model during geomagnetic storms: a simple analytical approach

Coronal Mass Ejections in the Heliosphere

Yu. I. Yermolaev, I. G. Lodkina, M. Yu. Yermolaev

Solar and heliospheric geoeective disturbances

Deflection flows ahead of ICMEs as an indicator of curvature and geoeffectiveness

The spatial relationship between active regions and coronal holes and the occurrence of intense geomagnetic storms throughout the solar activity cycle

Summer School Lab Activities

RING CURRENT DYNAMICS DURING THE JULY 2000 STORM PERIOD

Orientations of LASCO Halo CMEs and Their Connection to the Flux Rope Structure of Interplanetary CMEs

Analysis of the Energy Transferred from the Solar Wind into the Magnetosphere during the April 11, 2001 Geomagnetic Storm

Severe geomagnetic storms and Forbush decreases: interplanetary relationships reexamined

Interplanetary coronal mass ejections that are undetected by solar coronagraphs

Transcription:

Journal of Atmospheric and Solar-Terrestrial Physics 66 (4) 161 165 www.elsevier.com/locate/jastp Prediction of peak-dst from halo CME/magnetic cloud-speed observations W.D. Gonzalez a;, A. Dal Lago a, A.L. Clua de Gonzalez a, L.E.A. Vieira a, B.T. Tsurutani b a Instituto Nacional Pesquisas Espaciais, CP 515, São Jose dos Campos, São Paulo 121-97, Brazil b Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, USA Abstract From the analysis of dierent sets of magnetic clouds and focusing on the most probable value found for the peak amplitude of their negative B z elds, we present an estimate for the peak intensity of the associated geomagnetic storms (peak Dst). Since the key parameter for this prediction scheme turns out to be the peak amplitude of the solar wind speed, we extend this prediction to halo CME events observed near the Sun and associated with the magnetic clouds. Thus, a prediction scheme for peak Dst, based on halo CME-expansion speed observation near the Sun and associated with magnetic clouds, is suggested for the rst time. Furthermore, the relationship between the cloud s total magnetic eld and its B s component, empirically found for the two sets of the studied clouds, is consistently supported by the results obtained from a numerical study of magnetic clouds. c 3 Published by Elsevier Ltd. Keywords: Magnetic storms; ICMEs; Dst predictions; Solar wind speeds 1. Introduction For the purpose of predicting the peak amplitude of a geomagnetic storm it has been usually claimed that a key parameter is the peak value of the negative B z component (B s) of the IMF associated with the interplanetary structure responsible for the storm (e.g. Gonzalez et al., 1994; Tsurutani and Gonzalez, 1997). Therefore, any attempt to forecast B s is of prime importance for such a purpose as well as for the benet of space weather research and applications. It is also of practical importance for the anticipated knowledge of geomagnetic storm intensication (forecasting) to get some simple scheme that could relate a key observational parameter of CMEs near the Sun with the peak amplitude of the emerging geomagnetic storm (peak Dst). Corresponding author. Fax: +55-12-394-568. E-mail address: gonzalez@dge.inpe.br (W.D. Gonzalez). It is the purpose of this paper to present prediction schemes for these two topics of interest. 2. Prediction scheme The response of the inner magnetosphere to solar wind energization events has been currently measured by the storm time geomagnetic index Dst, as governed by the energy balance equation (e.g. Burton et al., 1975; Gonzalez et al., 1994) ddst = Q(t) Dst (1) dt with Q being the solar wind energy input function, typically represented by the rectied interplanetary electric eld, dvb s, where v is the solar wind speed, B s the southward component of the IMF and d a dimensionality parameter given by Burton et al. (1975) as 1:5 3 nt(mv=m) 1 s 1, with vb s given in mv/m and Dst in nt. In this equation, 1364-6826/$ - see front matter c 3 Published by Elsevier Ltd. doi:.16/j.jastp.3.9.6

162 W.D. Gonzalez et al. / Journal of Atmospheric and Solar-Terrestrial Physics 66 (4) 161 165 (Bs p /B p ) (%) 9 8 7 6 5 4 3 15 25 3 B p (nt) From this equation we can estimate peak Dst with the knowledge of the peak value of the solar wind speed near the Earth (such as at the L 1 region). However, we need to use some value of p which could be representative of the peak Dst situation. Cliver et al. (199) have expressed the solar wind speed near the Earth, v p, as a function of the average transit speed of the solar wind, from the Sun to near Earth regions, v, as given by v p =:775v 4: (6) Thus, from Eqs. (5) and (6) one gets D p(nt) 1:1 4 p (h) v 2 (km=s): (5a) Fig. 1. Percentual fraction of (B s) p=b p as a function of B p for the magnetic clouds studied by Gonzalez et al. (1998) and Dal Lago et al. (1). is the decay time, associated with loss processes in the inner magnetosphere. From Eq. (1), in order to estimate peak Dst(D p), we consider ddst=dt = and get the following relation: D p =(dvb s) p p; (2) where (dvb s) p is the magnetospheric electric eld driving D p, and p is the decay time at D p. Thus, with vb s in mv/m, v in km/s, B s in nt and p hours, we have D p(nt) = 5:4 3 p (h)v p (km=s)(b s) p(nt): (2a) Gonzalez et al. (1998) presented a relationship between the peak values of the solar wind speed and magnetic eld intensity for magnetic clouds at 1 AU: B p(nt) = :47v p (km=s) 1:1: (3) Using 54 magnetic clouds observed and identied during the interval of 1965 1997, Dal Lago et al. (1), found a similar relationship between B p and v p. For the same set of magnetic clouds, we studied the distribution of peak B s, as a function of peak B. This distribution is shown in Fig. 1, in which one can see, within the error bars, a fairly constant ratio of (B s=b) peak, with a most probable value of about.7, namely (B s) p :7B p: (4) A similar result is also obtained for a dierent set of magnetic clouds, given in Table 1 and discussed below. The (B s=b) peak distribution for this second set of magnetic clouds is shown in Fig. 2. Thus, from Eqs. (3) and (4), and neglecting in Eq. (3) the small last term, we have for Eq. (2a): D p(nt) 1:8 4 p (h)v 2 p (km=s): (5) (Note that in this expression we have neglected the term corresponding to the constant value 4 of Eq. (6), since its contribution is fairly small when compared to the rst term of this equation.) Eq. (5) allows us to estimate peak Dst from the knowledge of the observed interplanetary speed near 1 AU, whereas Eq. (5a) does it using the knowledge of the propagation speed of the ejecta, as compared from the travel time of the observed CME at the Sun and the observed response at 1 AU. Thus, Eqs (5) and (5a) allow a prediction of peak Dst only for a short interval before the occurrence of the storm, which can be just about 1 h if the arrival of the solar/interplanetary structure is measured at L 1. For the purpose of extending this forecasting time as much as possible, one could try to relate the interplanetary speed (v p) near 1 AU with the CME speed near the Sun, such as the expansion speed (v e) of halo CMEs. Schwenn et al. (1) and Dal Lago et al. (2) have used solar and interplanetary observations from January 1997 to April 1 to correlate v p with v e. Solar observations from the large angle and spectroscopic coronograph (LASCO) combined with the extreme ultra-violet image telescope (EIT), both onboard SOHO, provided the set of frontal halo coronal mass ejections during this period. The interplanetary plasma and magnetic eld data were obtained from the observations made by the ACE solar wind electron, proton and alpha monitor (SWEPAM) and magnetic elds investigation (MFI). It was possible to identify over side halo CMEs at the Sun, of which 99 had a univocal correspondence to a single interplanetary shock at 1 AU. Ninety two of these CMEs were clear enough to enable measurements of their lateral expansion speeds, which, according to Schwenn et al. (1), is the lateral growth speed of the CME perpendicular to its largest plane-of-sky speed direction. These same authors have proposed this CME expansion speed as a proxy of the Sun Earth line speed, providing better prediction of the CME travel time to Earth as compared to a plane of sky speed. From these 92 interplanetary events, 18 were identied as magnetic cloud structures, according to the criterion of Burlaga et al.

W.D. Gonzalez et al. / Journal of Atmospheric and Solar-Terrestrial Physics 66 (4) 161 165 163 Table 1 Halo CMEs and their corresponding magnetic clouds at 1 AU, with rotations across the ecliptic plane, observed from January 1997 to April 1 Halo CME date/time Halo CME expansion Shock date/time at Travel time time to Peak Dst speed (km/s) a 1 AU (cloud follows) b 1 AU (h) index (nt) 1997/1/6 15: 284 1997/1/ :22 81 78 1997/5/12 6:3 577 1997/5/15 :56 66 115 1997//7 13:3 358 1997// 15:48 74 13 1997/11/4 6: 1156 1997/11/6 22:7 64 1 1998//15:4 367 1998//18 19: 81 112 1998/11/5:44 1116 1998/11/8 4: 56 142 1999/4/13 3:3 478 1999/4/16 :47 79 9 /7/14 :54 2178 /7/15 14:18 27 3 /8/9 16:3 897 /8/11 18:19 5 237 /11/2 16:26 668 /11/6 9:8 89 159 1/3/16 3:5 543 1/3/19 :12 78 163 1/3/29 :26 1511 1/3/31 :14 38 285 1/4/9 15:54 195 1/4/11 13:3 45 251 a Schwenn et al. (1). b From http://lepm.gsfc.nasa.gov/m/mag cloud publ.html. Set of magnetic clouds observed from Jan. 1997 to Apr. 1 Thus, using expression (7) in Eq. (5) one gets 9 8 D p(nt) 1:8 4 p (h)[:22v e (km=s) + 34] 2 : (5b) -Bz/B (%) 7 6 5 4 3 5 15 25 3 35 Peak B (nt) Fig. 2. Percentual fraction of (B s) p=b p as a function of B p for the magnetic clouds listed in Table 1. (1981). From these clouds, 11 had rotations of their magnetic eld across the ecliptic plane, thus providing strong negative B z elds. For those events, listed in Table 1, the peak Dst values of the corresponding geomagnetic storms had values between about 8 and 3 nt. For those magnetic clouds, Dal Lago et al. (2) obtained a linear relationship between the halo expansion speed (v e) of their originating CMEs and the magnetic cloud speed (v p)at1au. The linear best t had a correlation coecient of.78 and the relationship is given by v p =:22v e + 34: (7) Fig. 3 gives peak Dst for the selected 11 magnetic clouds for the three expressions (5), (5a) and (5b), namely, using the measured peak speed of the magnetic cloud at 1 AU, the magnetic cloud propagation speed from Sun to Earth, and the measured CME-halo expansion speed, respectively. For the geoeective magnetic clouds of Fig. 3c, the best t to the data gave a value of 2:9 h for the ring current time decay p, which is smaller than typical values (e.g. Gonzalez et al., 1994) because this value refers to the peak stage of the storm main phase and probably also because the range of storms covered by the selected events is fairly intense. Further, since p most probably corresponds to the ring current-loss time still during the asymmetric stage (e.g. Kozyra et al., 2), such a time constant could well represent the owout-time of partial ring current particles during intense events. If we use this t value of 2:9 h for p from Fig. 3c ineq. (5b) we could write a halo CME/magnetic cloud-forecasted peak Dst expression, using only the measured expansion speed of the halo CME, as D p(nt) = 5:2 4 [:22v e (km=s) + 34] 2 : (8) Notice that this expression is restricted to halo CMEs with associated interplanetary structures that are magnetic clouds with rotations across the ecliptic plane.

164 W.D. Gonzalez et al. / Journal of Atmospheric and Solar-Terrestrial Physics 66 (4) 161 165 Peak Dst (nt) -5 - -15 - -25-3 -35-4 -5 - -15 - -25-3 -35-4 -45-5 - -15 - -25-3 -35 tau = 2.5 h R=.81 3 4 5 6 7 8 9 magnetic cloud peak V (km/s) tau = 2.55 h R=.83 4 6 8 1 14 16 MC average propagation speed to earth (km/s) tau = 2.92 h R=.81 5 15 25 halo expansion speed (km/s) Fig. 3. Peak Dst values for the 13 magnetic clouds selected for the present study as a function of (a) the peak solar wind speed of the observed magnetic cloud at 1 AU, (b) the average CME propagation speed from Sun to 1 AU, (c) the halo CME expansion speed measured from SOHO/LASCO observations. 3. Discussion One way of checking the validity of Eq. (2a), in order to predict D p, is to use the empirical criteria for intense storms given by Gonzalez and Tsurutani (1987). The lower limit of such criteria gives D p = nt when v p = 5 km=s and (B s) p = nt. Using p 3 h, as obtained in the present paper, we get, with Eq. (2a), D p 8 nt (which is a fairly reasonable approximation, considering the crude criteria suggested by Gonzalez and Tsurutani). The dependence of peak Dst on v 2 p of Eq. (5) was obtained from Eqs. (3) and (4) inserted in Eq. (2a). The validity of this dependence is restricted to the set of magnetic clouds studied by Gonzalez et al.(1998), although Owens and Cargill (2) have reported a similar correlation between solar wind velocities and magnetic elds for a larger class of events. A value for (B s) p=b p close to that empirically obtained from the two sets of clouds, shown in Figs. 1 and 2, is also obtained using the magnetic cloud model proposed by Burlaga (1988), which assumes that locally the magnetic (a) (b) (c) B (nt) (a) Bz (nt) (b) 4 35 3 25 15 5 5 15 25 time (hours) 25 15 5-5 - -15 [1] [] [1] - [] -25 5 15 25 time (hours) Fig. 4. Constant-alpha force-free eld model proles for magnetic clouds with their axes on the ecliptic: (a) Total magnetic eld intensity proles, (b) B z eld intensity proles. The curves, numbered from 1 to, correspond to the range of B p values 16 nt B p 6 36 nt. cloud has a cylindrically symmetric constant alpha force-free structure given by the Ludquist s solution. Fig. 4 shows: (a) the magnetic eld intensities; and (b) the B z components, both given by the Burlaga s model for the range of peak B values, 16 nt B p 6 36 nt (numbered from 1 to in this gure). For this model, the relation (B s) p=b p is a constant value of approximately.6. However, the model does not consider any interaction of the magnetic cloud with the solar wind as it propagates through the inner heliosphere, which can produce internal compressed elds in the front and rear portions of the magnetic cloud Fenrich and Luhmann (1998), aecting more signicantly (B s) p than B p, due to the closer proximity of (B s) p to the borders of the cloud. Also, the simple model used here does not take into account any variability in the orientation eect, assuming that the cloud-axis lies perfectly in the ecliptic plane. It is interesting to point out that in the case of a lack of interplanetary observations, Eq. (5a) provides a means of estimating peak Dst just from the knowledge of the travel time of an observed solar ejecta and the observed sudden impulse produced by the impinging shock at the magnetopause. For example, Tsurutani et al. (3) have studied the extreme storm event of September 1 2, 1859, for which we had this type of information, and the results presented

W.D. Gonzalez et al. / Journal of Atmospheric and Solar-Terrestrial Physics 66 (4) 161 165 165 by these authors were obtained applying Eq. (5a) to the reported observations. Acknowledgements Portions of this work were performed at the Jet Propulsion Laboratory, California Institute of Technology under contract with NASA. One of the authors thanks the support of Fundaco de Amparo a Pesquisa do Estado de São Paulo (Project 98/15959-) References Burlaga, L.F., 1988. Magnetic clouds and force-free elds with constant-alpha. Journal of Geophysical Research 93 (A7), 7217 7224. Burlaga, L.F., Sittler, E., Mariani, F., Schwenn, R., 1981. Magnetic loop behind an interplanetary shock: Voyager, Helios and IMP-8 observations. Journal of Geophysical Research 86, 6673. Burton, R.K., McPherron, R.L., Russell, C.T., 1975. An empirical relationship between interplanetary conditions and Dst. Journal of Geophysical Research 8 (31), 44 4214. Cliver, E.W., Feynman, J., Garret, H.B., 199. An estimate of the maximum speed of the solar wind, 1938 1989. Journal of Geophysical Research 95, 173. Dal Lago, A., Gonzalez, W.D., Clua de Gonzalez, A.L., Vieira, L.E., 1. Compression of magnetic clouds in interplanetary space and increase in their geoeectiveness. Journal of Atmospheric Solar and Terrestrial Physics 63 (5), 451 455. Dal Lago, A., Schwenn, R., Huttunen, E., Gonzalez, W.D., Clua de Gonzalez, A.L., Vieira, L.E.A., Echer, E., Guarnieri, F.L., Prestes, A., Balmaceda, L., Schuch, N.J., 2. Comparison between halo CME expansion speeds observed on the Sun, their average propagation speeds to Earth and their corresponding counterparts near Earth. In: 34th COSPAR Scientic Assembly, The World Space Congress 2, Houston, USA, CD- ROM. Fenrich, F.R., Luhmann, J., 1998. Geomagnetic response to magnetic clouds of dierent polarity. Geophysical Research Letters 25(15), 2999 32. Gonzalez, W.D., Tsurutani, B.T., 1987. Criteria of interplanetary parameters causing intense magnetic storms (Dst nt). Planetary and Space Science 35, 11 19. Gonzalez, W.D., Joselyn, J.A., Kamide, Y., Kroehl, H.W., Rostoker, G., Tsurutani, B.T., Vasyliunas, V.M., 1994. What is a geomagnetic storm? Journal of Geophysical Research 99 (A4), 5771 5792. Gonzalez, W.D., Clua De Gonzalez, A.L., Dal Lago, A., Tsurutani, B.T., Arballo, J.K., Lakhina, G.S., Buti, B., Ho, C.M., 1998. Magnetic cloud eld intensities and solar wind velocities. Geophysical Research Letters 25, 963. Kozyra, J.U., Liemohn, M.W., Clauer, C.R., Ridley, A.J., Thomsen, M.F., Borovsky, J.E., Gonzalez, W.D., Roeder, J.L., Jordanova, V.K., 2. Multi-step Dst development and ring current composition changes during the 4 6 June 1991 magnetic storm. Journal of Geophysical Research 7(A8),.29/1JA23. Owens, M.J., Cargill, P.J., 2. Correlation of magnetic eld intensity and solar wind speeds of events observed by ACE. Journal of Geophysical Research 7, 2. Schwenn, R., Dal Lago, A., Gonzalez, W.D., Huttunen, E., St. Cyr, C.O., Plunkett, S.P., 1. A tool for improved space weather prediction: the halo expansion speed. In: AGU Fall Meeting, San Francisco. EOS Transactions of AGU, Fall Meeting Supplement, Abstracts. Tsurutani, B.T., Gonzalez, W.D., 1997. The principal interplanetary causes of magnetic storms. In: Tsurutani, B.T., Gonzalez, W.D., Kamide, Y., Arballo, J. (Eds.), Magnetic Storms. American Geophysical Union, Washington DC, No. 98, pp. 77 89. Tsurutani, B.T., Gonzalez, W.D., Lakhina, G.S., Alex, S., 3. The extreme magnetic storm of 1 2 September 1859. Journal of Geophysical Research 8(A7),.29/2JA954.