Real time space weather prediction with Solar Orbiter


(Solar Orbiter Nugget #29 by R. Laker1, T.S. Horbury1, H. O'Brien1, E.J. Fauchon-Jones1, V. Angelini1, N. Fargette1, T. Amerstorfer2, M. Bauer2, C. Möstl2, E. E. Davies2, J. A. Davies3, R. Harrison3, D. Barnes3, M. Dumbovíc4)


Space weather has the potential to significantly disrupt human technology both in space and on the ground, including loss of satellites, damage to power grids and communication blackouts [1]. Fortunately, many of these effects can be mitigated with preventative measures should the arrival time and severity of the storm be known in advance. Since the largest of the geomagnetic storms are driven by coronal mass ejections (CMEs), this makes timely and accurate predictions of CME arrival times and internal structure extremely important.

Unlike many natural hazards, it is relatively straightforward, through continuous monitoring of coronal images, to spot when a large CME has been launched from the Sun. However, simulating the CMEs journey through the solar wind is a more challenging task. Many sophisticated solar wind and CME models still deal with arrival time errors of ±10 hours, due to uncertain estimates of the CME's initial parameters [2] and the complex interaction of the CME with the ambient solar wind that can lead to significant deflections, deformations and rotations [3,4].

Information regarding the orientation of the CME's magnetic field, a primary indicator of geo-effectiveness, is often as valuable as the predictions of arrival time [5]. Knowing the potential impact of the CME, rather than just its arrival time, can limit the number of false positives and make predictions more useful for those commercial applications where there is a high cost of mitigation, e.g., putting a spacecraft into a safe mode.

Currently, a number of spacecraft (ACE, Wind and DSCOVR) monitor the real time plasma conditions, providing us with a valuable early warning system. However, on a heliospheric scale, these spacecraft are located too close to Earth, at the L1 Lagrange point, only giving us a warning of less than 45 minutes for potential space weather events.

Our understanding of CMEs and the solar wind is now being pushed forward by a new generation of spacecraft sent to investigate the inner heliosphere, including Solar Orbiter along with Parker Solar Probe and even Bepi Colombo as it makes its way to Mercury. Together, this constellation of spacecraft can given us insights that would not be possible with a single spacecraft [6]. Several authors have used multi-point observations to better understand the complex morphology of CMEs [7,8,9], especially as they interact with the solar wind and other CMEs. In the context of space weather prediction, several case studies have shown how a space weather monitor far further upstream that L1 could be beneficial in predicting the arrival time and geoeffectiveness of CMEs [11,12,13]. For instance, Amerstorfer et al. 2018 [12] made use of a 2010 CME to show how measurements from the MESSENGER spacecraft could reduce the arrival time error at STEREO-B (located around 1au), which acted as a proxy for Earth.


Solar Orbiter as a solar wind upstream monitoring spacecraft

Now, as recently reported in Laker et al. 2023 [14], Solar Orbiter has been able to replicate these case studies but in real time, acting as a space weather monitor in March 2022. Solar Orbiter's low latency data products were used to provide real time information about the magnetic field in the solar wind, along with a fortuitous trajectory that crossed the Sun-Earth line in March 2022, allowed the authors to temporarily transform Solar Orbiter into a real time space weather monitor at more than 0.5au from the Earth.

Although originally intended to help point Solar Orbiter's telescopic arsenal, the low latency data product is of lower time resolution and quality than the scientific grade data typically released 90 days after download. To overcome these challenges, the Solar Orbiter MAG team [15] created a pipeline to remove over 50 different heater signals and interference from other instruments aboard the spacecraft. The result was a cleaned product that could be available only 12 minutes after it was taken in the solar wind, which includes the 4 minutes it takes for light to travel such a large distance.

As Solar Orbiter crossed the Sun-Earth line, two CMEs were observed by the spacecraft, at the times depicted as red dots in Figure 1. Both case studies were tracked along their
journey with the STEREO-A Heliospheric imager (HI) and subsequently measured in situ by Wind at L1.


Figure 1: Trajectory of Solar Orbiter in the ecliptic plane of the Sun centred GSE frame between 1 February and 31 March 2022. The spacecraft crossed the Sun-Earth line on 6
March and then subsequently measured the two CME events on 7 March and 11 March, respectively. Each point represents the Solar Orbiter position at the start of each day. The
Sun is represented by the orange filled circle, the Earth as a blue dot.


Similar to the Amerstorfer et al. 2018 [12] study, the authors used data from the upstream spacecraft to constrain the arrival time predictions from the ELEvoHI model.
Under normal operation, this model uses an average of 210 ensemble members to estimate the arrival time of a CME at Earth. However, by only keeping those ensemble
members that were within ±4 hours of the observed arrival time at Solar Orbiter (red dots in Figure 2), they improved both the accuracy and precision of the model.
Specifically, the mean absolute error was reduced from 10.4 to 2.5 hours and 2.7 to 1.1 hours in the two case studies. Therefore, for the first time, a numerical model was
constrained with data from 0.5au to produce an updated prediction before the actual arrival of the CMEs at Earth.


Figure 2: Difference between simulated and true arrival time at Solar Orbiter (x axis) and Earth (y axis) for the 210 ensemble member runs from ELEvoHI. By constraining the
model with the Solar Orbiter arrival time ±4 hours (red dashed lines), only 99 and 85 ensemble members were kept for the two cases, respectively (red scatter points).


Comparing measurements from Solar Orbiter and Wind, in Figure 3, revealed that the magnetic structure of the CME sheath and flux rope were remarkably similar for the second case study, despite being separated by 0.5 au. Crucially, the magnetic response at Earth (DST and SYM/H indices) was consistent with the shape of the Bz signature at Solar Orbiter, displaying three dips before the flux rope slowly rotated northward. So, at least for this event, the magnetic storm indicators at Earth were strongly correlated to the magnetic structure seen at 0.5 au around 40 hours prior. While the other case study was a more complex interaction between two CMEs, these results are still encouraging and suggest that a future upstream space weather monitor could not only predict the arrival of a CME, but the sub-structure of the flux rope and sheath region on an hourly time scale.


Figure 3: In situ measurements for a CME case study in the GSE coordinate system, where vertical dashed lines show the start times of the event. Top panel shows the magnetic field components at Solar Orbiter, which have been shifted by 38.2,hours to match with the shock front at Wind in the panel below. The proton density, Np, at Solar Orbiter has been scaled by 1/r2. Both spacecraft observe three regions of negative Bz, followed by a flux rope with a positive Bz. This led to a geomagnetic storm at Earth, which also exhibited three dips in the DST and SYM/H indices.



In future, more models can make use of this data, either to constrain the output or to initiate a CME simulation away from the complex environment near the Sun [3, 16]. Fortunately, the opportunity to use Solar Orbiter for this purpose repeats once a year. When the next Carrington level event barrels towards Earth, maybe it will be the Solar Orbiter MAG team to first alert the world about its internal structure.



[1] Imperial College London, Blackett Laboratory, South Kensington, SW7 2AZ
[2] Austrian Space Weather Office, GeoSphere Austria, Reininghausstrasse 3, 8020 Graz, Austria
[3] RAL Space, STFC Rutherford Appleton Laboratory, Harwell Campus, Didcot OX11 0QX, UK
[4] Hvar Observatory, Faculty of Geodesy, University of Zagreb, Croatia



RL was supported by an Imperial College President’s Scholarship and TSH by STFC ST/S000364/1. The Solar Orbiter magnetometer was funded by the UK Space Agency (grant ST/T001062/1). We acknowledge the work of all the engineers who supported the instrument development and calibration, together with the engineering and technical staff at the European Space Agency, including all the Solar Orbiter instrument teams, and Airbus Space. T.A and M.B thank the Austrian Science Fund (FWF): P 36093, P31659. C.M. and E. E. D. are funded by the European Union (ERC, HELIO4CAST, 101042188). The HI instruments on STEREO were developed by a consortium that comprised the Rutherford Appleton Laboratory (UK), the University of Birmingham (UK), Centre Spatial de Li\`ege (CSL, Belgium) and the Naval Research Laboratory (NRL, USA). The STEREO/SECCHI project, of which HI is a part, is an international consortium led by NRL. J.D., R.H and D.B. recognise the support of the UK Space Agency for funding STEREO/HI operations in the UK. M.D. acknowledges the support by the Croatian Science Foundation under the project IP-2020-02-9893 (ICOHOSS). Views and opinions expressed are however those of the author(s) only and do not necessarily reflect those of the European Union or the European Research Council Executive Agency. Neither the European Union nor the granting authority can be held responsible for them.


1. Hapgood 2012
2. Riley et al. 2018 
3. Gui et al. 2011 
4. Wang et al. 2004 
5. Owens et al. 2020 
6. Laker et al. 2021 
7. Davies et al. 2021 
8. Weiss et al. 2021 
9. Mostl et al. 2022 
10. Telloni et al. 2021 
11. Lindsay et al. 1999 
12. Amerstorfer et al. 2018 
13. Pal et al. 2023 
14. Laker et al. 2023 
15. Horbury et al. 2020 
16. Savani et al. 2010 

Nuggets archive


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29/05/2024: SoloHI's viewpoint advantage: Tracking the first major geo-effective coronal mass ejection of the current solar cycle

22/05/2024: Real time space weather prediction with Solar Orbiter

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01/02/2024: Relativistic electrons accelerated by an interplanetary shock wave

18/01/2024: Deformations in the velocity distribution functions of protons and alpha particles observed by Solar Orbiter in the inner heliosphere

11/01/2024: Modelling Two Consecutive Energetic Storm Particle Events observed by Solar Orbiter



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25/10/2023: Observations of mini coronal dimmings caused by small-scale eruptions in the quiet Sun

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11/10/2023: Unusually long path length for a nearly scatter free solar particle event observed by Solar Orbiter at 0.43 au

27/09/2023: Solar Orbiter reveals non-field-aligned solar wind proton beams and its role in wave growth activities

20/09/2023: Polarisation of decayless kink oscillations of solar coronal loops

23/08/2023: A sharp EUI and SPICE look into the EUV variability and fine-scale structure associated with coronal rain

02/08/2023: Solar Flare Hard Xrays from the anchor points of an eruptive filament

28/06/2023: 3He-rich solar energetic particle events observed close to the Sun on Solar Orbiter

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31/05/2023: An interesting interplanetary shock

24/05/2023: High-resolution imaging of coronal mass ejections from SoloHI

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19/04/2023: Hot X-ray onset observations in solar flares with Solar Orbiter/STIX

12/04/2023: Multi-scale structure and composition of ICME prominence material from the Solar Wind Analyser suite

22/03/2023: Langmuir waves associated with magnetic holes in the solar wind

15/03/2023: Radial dependence of the peak intensity of solar energetic electron events in the inner heliosphere

08/03/2023: New insights about EUV brightenings in the quiet sun corona from the Extreme Ultraviolet Imager