By virtue of the Burton et al. formula, forecasting Dst is essentially a matter of predicting the solar wind conditions at the front of the magnetosphere. The best way to forecast interplanetary conditions at the Earth is to have a solar wind monitor on the streamline that intersects the Earth, well inside 1.0 AU, but not so close to the sun that the solar wind and the IMF are still evolving significantly. Here, the formula of Burton et al. is applied to solar wind observations from ISEE-3, Pioneer Venus Orbiter (PVO), and Helios-A, to evaluate possible locations for an upstream monitor. It is found that good daily average Dst prediction capability with 24-hour forecast lead times can be achieved with an upstream solar wind monitor as far inside 1.0 AU as 0.7 AU, but that the accuracy of the prediction is less accurate for more distant monitors closer to the sun.
Figure 2. This figure shows a 540 day comparison between Dst
predicted from the Burton et al formula (red trace) using ISEE-3
solar wind data near 1.0 AU when the plasma analyzer was functioning (1 September, 1978 to 23
February, 1980) and that observed (black trace) by midlatitude
ground stations. The observed Dst (obtained from the NSSDC data
base) has a 1-hr resolution while the ISEE-3 predicted Dst has a
5-minute resolution. ISEE-3 provides about a 45-minute lead time
between Dst prediction and Dst observation at 1.0 AU. The
predicted Dst shown in Figure 2 has not been delayed by the
expected solar wind convection time between ISEE-3 and 1.0 AU.
We have not attempted to predict this delay because the convection time
depends on the location of ISEE-3 perpendicular to the streamline
of the solar wind passing through the stagnation point and the
orientation of the structure convected past ISEE-3. This
orientation will be different for coronal mass ejections (CMEs) and stream
interaction regions. To highlight any recurrent features, the
length of each data strip is 27 days (approximately one solar
rotation). At this resolution, Dst predicted by the Burton et
al. formula is in excellent agreement with the actual Dst
observations. For most of the time, the predicted and observed
Dst values differ only slightly (an average amount of only ~5
nT). However, there are isolated periods where the agreement in
magnitude differs by an average of ~50 nT (29-30 September, 1978; 21-24
February, 1979; 24-28 April, 1979; 3-9 July, 1979).
Figure 3. Here, 27 days extracted from Figure 2 are shown
(February 10 - March 9, 1979). During this time, interplanetary
shocks are noted by the filled arrows, CMEs are noted by the unfilled arrows,
and stream interactions are noted by the filled circles. In this
case, predicted Dst (red trace) is greater than observed Dst
(black trace) on February 21-23, indicating that more ring
current energization occurred than predicted. Examination of hourly
resolution data during this time indicates that other factors in
the solar wind may alter the efficiency of reconnection expected
in the Burton et al. formula. High beta values in the magnetosheath have been found to reduce the rate of reconnection
[Paschmann et al., 1986; Scurry and Russell, 1991; Scurry et
al., 1994]. However, during this period the solar wind was
characterized by extremely low solar wind beta (beta<0.4) as is
associated with the passage of a CME [Klein and Burlaga, 1982].
Dynamic pressure has been found to enhance geomagnetic activity
and by inference, the rate of reconnection [Scurry and Russell,
1991]. In the case shown here, more ring current energization
was observed than predicted, perhaps as a result of the much higher
than average solar wind dynamic pressure associated with large
IMF during this period.
Figure 4. This figure shows a 27 day comparison between
predicted Dst (red trace) using 10 minute resolution solar wind data measured at 0.7 AU with Pioneer Venus
Orbiter (PVO) and observed Dst (black trace) at 1.0 AU from 1-28
June, 1980. During this period, PVO is within 10 of the
Earth-Sun line, and the Venus orbital and ecliptic planes were
practically coincident. It is assumed that solar wind velocity does not
vary appreciably between 0.7 AU and 1.0 AU and that the values of
r and Bz vary as r-2 and r-1, respectively. In this case, the
solar wind monitor is 0.3 AU inside 1.0 AU so that there is ~1 day lead time between Dst prediction and Dst observation at 1.0
AU. No allowance for the solar wind convection time between 0.7
and 1.0 AU has been incorporated here. So, the predicted trace
is shown ~1 day in advance of the observed Dst at 1.0 AU. The agreement in the variation and magnitude of predicted and
observed Dst is quite good. Interplanetary shocks, CMEs, and
stream interactions are noted as in Figure 2.
Figure 5. This figure shows a 54 day comparison (17 October-30
November, 1975) between Dst predicted from the Burton et al. formula (red trace)
using 1-hour resolution solar wind data from Helios-A and
observed Dst (black trace). During this period Helios-A is
between ~10 to ~5 East of the Earth-Sun line, 9 to 3 North
of the ecliptic, and varies in radial distance from ~0.6 to ~1.0 AU. The
forecast lead time changes from ~2 days to ~1 hr during the
period shown. As with the case in Figure 4, it is assumed that
solar wind velocity does not vary appreciably between 0.7 AU and
1.0 AU and that the values of r and Bz vary as r-2 and r-1,
respectively Because of the long time that Helios-A spends near
the Earth-Sun line and the variation in radial and angular
separation between Helios-A and the Earth, this pass provides an
opportunity to evaluate the merits of various locations of an upstream solar
wind monitor. When Helios-A is at radial distances between ~0.6
and ~0.7 AU (17-27 October), it is ~8 north of the ecliptic and
~10 East of the Earth-Sun line. The Dst predictions and observations agree in the level of activity, but the correspondence
in predicted and observed variation is not clear. From 0.7 to
0.8 AU (28 October - 9 November), Helios-A is ~6 north of the
ecliptic and ~7 east of the Earth-Sun line. The agreement between predicted and observed Dst, both variation and level of
activity is not good. That the PVO predictions at 0.7 AU are
quite good while the Helios-A predictions at ~0.7 AU are not can
be attributed to the fact that PVO was very near the ecliptic
during the period observed whereas Helios-A is ~6 north of the
ecliptic. Since the average solar wind is not latitudinally
uniform [Woo, 1988], it is possible that the solar wind
conditions sampled by Helios-A are not observed at Earth. When
Helios is between ~0.8-1.0 AU (10 November-30 November), it travels from ~6 north
to ~3 north of the ecliptic. Helios-A is at its closest
approach to the Earth-Sun line (~5 ) on 9-13 November. The
agreement between prediction and observation is fairly good.
It is preferable to have a large forecast lead time. This can only be provided by a monitor as far inside 1.0 AU as possible. The inherent characteristics of the solar wind cause problems in stationing a monitor far from 1.0 AU. Inside ~0.5 AU, the solar wind exhibits many small scale features which are not observed at 1.0 AU [Schwenn et al., 1990]. These characteristics in the solar wind do not vary in the simple radially dependent manner assumed here. Thus, the known properties of the solar wind lead us to conclude that a solar wind monitor should be placed at least beyond 0.5 AU.
Forecast lead time is also dependent upon the type of large-scale solar wind phenomena being observed. When the solar wind monitor and Earth are in near-alignment, the time delay between observations of a CME at the two locations is just that determined by the velocity of the CME which is presumed to travel radially outward. Stream interactions are corotational solar wind features, so that the simple time delay between observations at the monitor and 1.0 AU will depend upon the radial separation as well as the east/west separation angle between the monitor and Earth. For example, when Venus is eastward of the Earth-Sun line, PVO will observe the stream interaction first. The stream interaction will then be observed at Earth at a time determined by the angular separation between Earth and Venus and the corotational speed and archimedean spiral angle of the interaction region. As PVO travels from east to west of the Earth-Sun line, the time between observation at 0.7 AU and 1.0 AU will decrease. When PVO is ~18 west of the Earth-Sun line, the stream interaction may be detected nearly simultaneously at 0.7 AU and 1.0 AU. So, a useful solar wind monitor should be deployed no further west of the Earth-Sun line than ~18 at 0.7 AU. To provide the largest forecast lead time for both CMEs and stream interaction passages, the monitor should be placed east of the Earth-Sun line but not so far east that the characteristics of the solar wind are uncorrelated with those that intersect the Earth.
Marubashi (1989) notes that the key to the establishment of space weather forecasting systems are: 1) the development of an efficient algorithm for predictions of critical solar and geophysical phenomena and 2) secure continuous streams of real-time data required for the prediction algorithm. In its current form, Burton et al. formula provides the first key. It is simple, fast, and based solely upon solar wind measurements it generally predicts Dst to within a few nanoteslas of the observed Dst. Thus, a magnetospheric storm can be readily predicted. Deployment of an upstream solar wind monitor that would remain substantially inside 1.0 AU (0.7 to 0.95 AU), near the ecliptic plane, and orbit about the sun synchronously with the Earth providing an ongoing capability to make these predictions would be the second key towards establishing a true space weather forecast system.
Last modified: July 18, 1995