Science nugget: Solar Orbiter as Part of a Fleet of Spacecraft to Derive Power Laws for CME Evolution - Solar Orbiter
Solar Orbiter as Part of a Fleet of Spacecraft to Derive Power Laws for CME Evolution
(Science nugget #101 by Christian Möstl1, Emma E. Davies1, Eva Weiler1,2, Hannah T. Rüdisser1,2, Ute V. Amerstorfer1, Andreas J. Weiss3,4, Martin A. Reiss5, Satabdwa Majumdar1, Timothy S. Horbury6, Stuart D. Bale7, and Daniel Heyner8)
Introduction
A major observational constraint on the evolution of interplanetary coronal mass ejections (ICMEs) from the Sun to Earth is given by in situ observations of ICMEs at different distances from the Sun. As Solar Orbiter is cruising in the inner heliosphere, it has so far observed 159 CMEs in situ, from mission start in early 2020 up to the middle of 2025. Together with Parker Solar Probe, this strongly increases the number of events observed in this solar wind spatial domain between the Sun and 1 au. As Parker Solar Probe observed CMEs even at 0.07 au, this is the first time we have a dataset of ICMEs covering almost the entire inner heliosphere. It is of high interest to derive from these observations power laws, in particular to describe how their total magnetic field magnitude decreases as they propagate away from the Sun.
A major application for these power laws, that has been revived recently, is that upstream monitors, spacecraft that are situated near the Sun–Earth line but closer to the Sun, could measure the magnetic field of an ICME in situ and thus solve the problem of predicting the southward magnetic field component and thus geomagnetic storm magnitude [1,2]. This has been demonstrated with Solar Orbiter [3,4] and STEREO-A [5,6]. The power laws can then be used to predict the field magnitude of the ICME in near-Earth space from a location closer to the Sun.

Figure 1. Solar Orbiter MAG and SWA observations of an ICME on 2023 April 10, at 0.29 au.
Figure 1 shows an example of an ICME observation at 0.29 au with Solar Orbiter, highlighting many features of an ICME observation. The three vertical lines, from left to right, show the shock arrival time, the start of the magnetic obstacle, and the end of the magnetic obstacle, which is defined by a smooth rotation of the magnetic field vector over several hours and low field variance.
Our team at the Austrian Space Weather Office at GeoSphere Austria has manually measured these ICMEs at Solar Orbiter and many other spacecraft, and built up a database, in its first version established a decade ago in the HELCATS project (https://www.helcats-fp7.eu/). The latest iteration, used in this paper, is dated to October 2025 and available at https://helioforecast.space/icmecat and on figshare [7]. The general requirement for an event to be added to the ICMECAT is that a magnetic obstacle is present. Our catalog has proven useful in many other contexts, for training AI models for automatic identification of ICMEs [8], or removing ICMEs to study the ambient wind [9], or multipoint SEP observation studies [10].

Figure 2. Overview of ICME observations in the ICMECAT. (a) Time and heliocentric distance, (b) a projection in HEEQ coordinates with the Earth fixed on the right side of the plot.
Figure 2 gives an overview of the time, distance and longitude of the observations in the ICME catalog. It can be seen that with the recent missions Parker Solar Probe, Solar Orbiter, and BepiColombo (only magnetic field observations during cruise phase), in situ observations of the plasma and magnetic field become much more numerous compared to those from Venus Express and MESSENGER a decade earlier.

Figure 3. Power laws for the mean and maximum magnetic field.
Results on Power Laws
The main result of our study are power laws for the CME total mean and maximum magnetic field inside the magnetic obstacles. The exponent is -1.57 for the mean and -1.53 for the maximum magnetic field. The result is similar when only ICME datapoints < 1 au are used, but the exponents drop to -1.33 for the domain > 1 au. That the power law is more "flat" for the outer heliosphere has been noted previously by many authors [11]. Another recent study [12] has also shown that the components also behave in a similar way, and are not differing when split up into axial or poloidal fields. When extending the power law to the solar photosphere, one notices that it falls short of the field magnitudes observed there, and a possible multipole extension to the power law that takes this into account is discussed in our paper.
Conclusion
The power laws we derived are the most complete of their kind yet, using the largest database with the number of 1976 events, and allow, among other applications, to "correct" the magnetic field magnitude observed by a sub-L1 monitor to Earth distance [4]. We know however that individual events can vary strongly around this average exponent and how these are influenced by the ambient wind need to be better studied [13].
Publication
This article has been published in The Astrophysical Journal with DOI: https://iopscience.iop.org/article/10.3847/1538-4357/ae50fe
Affiliations
(1) Austrian Space Weather Office, GeoSphere Austria, Graz, Austria
(2) Institute of Physics, University of Graz, Graz, Austria
(3) Goddard Planetary Heliophysics Institute, University of Maryland, Baltimore County, Baltimore, MD 21250, USA
(4) Heliophysics Science Division, NASA Goddard Space Flight Center, Greenbelt, MD, USA
(5) Community Coordinated Modeling Center, NASA Goddard Space Flight Center, Greenbelt, MD 20771, USA
(6) Imperial College London, South Kensington Campus, London SW7 2AZ, UK
(7) Physics Department and Space Sciences Laboratory, University of California, Berkeley, USA
(8) Technical University of Braunschweig, Braunschweig, Germany
Acknowledgements
This work is supported by ERC grant (HELIO4CAST, 10.3030/101042188), funded by the European Union. 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. Solar Orbiter magnetometer operations are funded by the UK Space Agency (grant UKRI943). T.H. is supported by STFC grant ST/W001071/1. The PSP/FIELDS experiment was developed and is operated under NASA contract NNN06AA01C. D.H. was supported by the German Ministerium für Wirtschaft und Klimaschutz and the German Zentrum für Luft- und Raumfahrt under contract 50QW2202.
References
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Nuggets archive
2026
23/09/2026: Rapid composition changes in the hot and cool plasma components during the 2024 September 30th magnetic eruption (nugget #102)
16/09/2026: Solar Orbiter as part of a fleet of spacecraft to derive power laws for CME evolution (nugget #101)
09/09/2026: Prediction modeling and Solar Orbiter: How PHI provided a sneak peek beneath the east limb for the 2026 Total Solar Eclipse (nugget #100)
26/08/2026: Persistence of the solar wind velocity along radial, longitudinal, and latitudinal spacecraft separation (nugget #99)
19/08/2026: Recovering the hidden core of solar flares in saturated Extreme UV images: first validation with EUI (nugget #98)
12/08/2026: Solar Orbiter SEP dropout during a magnetic cloud with evidence for strong connectivity gradients (nugget #97)
05/08/2026: Solar Orbiter catches external reconnection bringing a filament eruption to halt (nugget #96)
24/06/2026: Anomalous cosmic rays in the heliosphere: first observations of ACR helium by Solar Orbiter/HET (nugget #95)
17/06/2026: Cospatial multiwavelength observations of an eruptive prominence as the bright core of a CME (nugget #94)
10/06/2026: Proton acceleration during the interaction of a CME-driven shock and a current sheet (nugget #93)
27/05/2026: High-resolution observations of small-scale activity in coronal hole plumes (nugget #92)
13/05/2026: When coronal plumes form, sulfur becomes enriched (nugget #91)
06/05/2026: Periodic density structures in Solar Orbiter data: radial evolution and embedded helical structures (nugget #90)
15/04/2026: Non-LTE Analysis of Pre-eruptive Prominence Plasma Parameters’ Effects on the Lyman-beta and Lyman-gamma Lines with Solar Orbiter SPICE Observations (nugget #89)
08/04/2026: Compression structures in the foreshock of collisionless shocks (nugget #88)
11/03/2026: Fraction of energy carried by coherent structures in the turbulent cascade in the solar wind (nugget #87)
04/03/2026: Evolution of flare ribbon bead-like structures in a solar flare (nugget #86)
18/02/2026: Combined Metis and EUI Observations for Streamer Characterization (nugget #85)
11/02/2026: Long-lived Magnetic Switchbacks Tracked across 0.32 au through BepiColombo-Solar Orbiter Radial Alignment (nugget #84)
04/02/2026: The First Quantitative Study of Tail Regrowth of CME-Driven Disconnection in Comet C/2023 P1 Nishimura Observed by SoloHI (nugget #83)
14/01/2026: Identifying variability of solar flare energy transport mechanisms via Solar Orbiter's "Major Flare" campaign (nugget #82)
14/01/2026: The first out-of-ecliptic observations of the polar magnetic field of the Sun (nugget #81)
07/01/2026: Accessing the fine temporal scale of euv brightenings and their quasi periodic pulsations: 1-second cadence observations by Solar Orbiter/EUI (nugget #80)
2025
10/12/2025: The first joint observations of EUV jets and spicules with Solar Orbiter and BBSO (nugget #79)
03/12/2025: Solar Orbiter reveals ultra-fine magnetic reconnection processes in filament eruptions (nugget #78)
19/11/2025: Thin coronal jets and plasmoid observations simulations (nugget #77)
12/11/2025: Near-continuous tracking of a super active region for three solar rotations (nugget #76)
05/11/2025: The Solar Orbiter merged magnetic field dataset (nugget #75)
15/10/2025: From Isopoly to Bipoly: refining solar wind thermal modeling with Solar Orbiter (nugget #74)
08/10/2025: First coordinated observations between Solar Orbiter and the Daniel K. Inouye Solar Telescope (nugget #73)
01/10/2025: Solar Orbiter's COSEEcat: a large statistical study of the acceleration and transport of energetic electrons in the corona and inner heliosphere (nugget #72)
24/09/2025: Observational constraints on the radial evolution of O6 temperature and differential flow in the inner heliosphere (nugget #71)
17/09/2025:The delayed arrival of faster solar energetic particles as a probe into the shock acceleration process (nugget #70)
10/09/2025: Evolution of an eruptive prominence from the corona to interplanetary space (nugget #69)
13/08/2025: Inverse velocity dispersion in solar energetic particle events (nugget #68)
06/08/2025: Extreme-ultraviolet transient brightenings in the quiet sun corona (nugget #67)
30/07/2025: Cross-scale nature of decayless waves in the solar corona (nugget #66)
16/07/2025: Quasi-periodic pulsations in EUV brightenings (nugget #65)
25/06/2025: Connecting energetic electrons at the Sun and in the heliosphere through X-ray and radio diagnostics (nugget #64)
11/06/2025: Ubiquitous threshold for coherent structures in solar wind turbulence (nugget #63)
04/06/2025: Energetic proton bursts downstream of an interplanetary shock (nugget #62)
21/05/2025: A prolific flare factory: nearly continuous monitoring of an active region nest with Solar Orbiter (nugget #61)
14/05/2025: Multi-spacecraft radio observations trace the heliospheric magnetic field (nugget #60)
07/05/2025: Source of solar energetic particles with the largest 3He enrichment ever observed (nugget #59)
23/04/2025: High-resolution observations of clustered dynamic extreme-ultraviolet bright tadpoles near the footpoints of coronal loops (nugget #58)
09/04/2025: Bursty acceleration and 3D trajectories of electrons in a solar flare (nugget #57)
02/04/2025: Picoflare jets in the coronal holes and their link to the solar wind (nugget #56)
19/03/2025: Radial dependence of solar energetic particle peak fluxes and fluences (nugget #55)
12/03/2025: Analysis of solar eruptions deflecting in the low corona (nugget #54)
05/03/2025: Propagation of particles inside a magnetic cloud: Solar Orbiter insights (nugget #53)
26/02/2025: Assessment of the near-Sun axial magnetic field of the 10 March 2022 CME observed by Solar Orbiter from active region helicity budget (nugget #52)
19/02/2025: Rotation motions and signatures of the Alfvén waves in a fan-spine topology (nugget #51)
12/02/2025: 'Sun'day everyday: 2 years of Solar Orbiter science nuggets that shed light on some of our star's mysteries (nugget #50)
22/01/2025: Velocity field in the solar granulation from two-vantage points (nugget #49)
15/01/2025: First joint X-ray solar microflare observations with NuSTAR and Solar Orbiter/STIX (nugget #48)
2024
18/12/2024: Shocks in tandem : Solar Orbiter observes a fully formed forward-reverse shock pair in the inner heliosphere (nugget #47)
11/12/2024: High-energy insights from an escaping coronal mass ejection (nugget #46)
04/12/2024: Investigation of Venus plasma tail using the Solar Orbiter, Parker Solar Probe and Bepi Colombo flybys (nugget #45)
27/11/2024: Testing the Flux Expansion Factor – Solar Wind Speed Relation with Solar Orbiter data (nugget #44)
20/11/2024:The role of small scale EUV brightenings in the quiet Sun coronal heating (nugget #43)
13/11/2024: Improved Insights from the Suprathermal Ion Spectrograph on Solar Orbiter (nugget #42)
30/10/2024: Temporally resolved Type III solar radio bursts in the frequency range 3-13 MHz (nugget #41)
23/10/2024: Resolving proton and alpha beams for improved understanding of plasma kinetics: SWA-PAS observations (nugget #40)
25/09/2024: All microflares that accelerate electrons to high-energies are rooted in sunspots (nugget #39)
25/09/2024: Connecting Solar Orbiter and L1 measurements of mesoscale solar wind structures to their coronal source using the Adapt-WSA model (nugget #38)
18/09/2024: Modelling the global structure of a coronal mass ejection observed by Solar Orbiter and Parker Solar Probe (nugget #37)
28/08/2024: Coordinated observations with the Swedish 1m Solar Telescope and Solar Orbiter (nugget #36)
21/08/2024: Multi-source connectivity drives heliospheric solar wind variability (nugget #35)
14/08/2024: Composition Mosaics from March 2022 (nugget #34)
26/06/2024: Quantifying the diffusion of suprathermal electrons by whistler waves between 0.2 and 1 AU with Solar Orbiter and Parker Solar Probe (nugget #33)
19/06/2024: Coordinated Coronal and Heliospheric Observations During the 2024 Total Solar Eclipse (nugget #32)
05/06/2024: Solar Orbiter in-situ observations of electron beam – Langmuir wave interactions and how they modify electron spectra (nugget #31)
29/05/2024: SoloHI's viewpoint advantage: Tracking the first major geo-effective coronal mass ejection of the current solar cycle (nugget #30)
22/05/2024: Real time space weather prediction with Solar Orbiter (nugget #29)
15/05/2024: Hard X ray and microwave pulsations: a signature of the flare energy release process (nugget #28)
01/02/2024: Relativistic electrons accelerated by an interplanetary shock wave (nugget #27)
18/01/2024: Deformations in the velocity distribution functions of protons and alpha particles observed by Solar Orbiter in the inner heliosphere (nugget #26)
11/01/2024: Modelling Two Consecutive Energetic Storm Particle Events observed by Solar Orbiter (nugget #25)
2023
14/12/2023: Understanding STIX hard X-ray source motions using field extrapolations (nugget #24)
07/12/2023: Multi-Spacecraft Observations of the 2022 March 25 CME and EUV Wave: An Analysis of their Propagation and Interrelation (nugget #23)
16/11/2023: EUI data reveal a "steady" mode of coronal heating (nugget #22)
09/11/2023: A new solution to the ambiguity problem (nugget #21)
02/11/2023: Solar Orbiter and Parker Solar Probe jointly take a step forward in understanding coronal heating (nugget #20)
25/10/2023: Observations of mini coronal dimmings caused by small-scale eruptions in the quiet Sun (nugget #19)
18/10/2023: Fleeting small-scale surface magnetic fields build the quiet-Sun corona (nugget #18)
11/10/2023: Unusually long path length for a nearly scatter free solar particle event observed by Solar Orbiter at 0.43 au (nugget #17)
27/09/2023: Solar Orbiter reveals non-field-aligned solar wind proton beams and its role in wave growth activities (nugget #16)
20/09/2023: Polarisation of decayless kink oscillations of solar coronal loops (nugget #15)
23/08/2023: A sharp EUI and SPICE look into the EUV variability and fine-scale structure associated with coronal rain (nugget #14)
02/08/2023: Solar Flare Hard Xrays from the anchor points of an eruptive filament (nugget #13)
28/06/2023: 3He-rich solar energetic particle events observed close to the Sun on Solar Orbiter (nugget #12)
14/06/2023: Observational Evidence of S-web Source of Slow Solar Wind (nugget #11)
31/05/2023: An interesting interplanetary shock (nugget #10)
24/05/2023: High-resolution imaging of coronal mass ejections from SoloHI (nugget #9)
17/05/2023: Direct assessment of far-side helioseismology using SO/PHI magnetograms (nugget #8)
10/05/2023: Measuring the nascent solar wind outflow velocities via the doppler dimming technique (nugget #7)
26/04/2023: Imaging and spectroscopic observations of EUV brightenings using SPICE and EUI on board Solar Orbiter (nugget #6)
19/04/2023: Hot X-ray onset observations in solar flares with Solar Orbiter/STIX (nugget #5)
12/04/2023: Multi-scale structure and composition of ICME prominence material from the Solar Wind Analyser suite (nugget #4)
22/03/2023: Langmuir waves associated with magnetic holes in the solar wind (nugget #3)
15/03/2023: Radial dependence of the peak intensity of solar energetic electron events in the inner heliosphere (nugget #2)
08/03/2023: New insights about EUV brightenings in the quiet sun corona from the Extreme Ultraviolet Imager (nugget #1)