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Predicting solar storm arrivals at Earth

Predicting solar storm arrivals at Earth

Tanja Amerstorfer (ORCID: 0000-0001-9024-6706)
  • Grant DOI 10.55776/P31265
  • Funding program Principal Investigator Projects
  • Status ended
  • Start July 1, 2018
  • End August 31, 2021
  • Funding amount € 384,510
  • Project website
  • E-mail

Disciplines

Physics, Astronomy (100%)

Keywords

    Space Weather, Heliospheric Evolution Of Coronal Mass Ejections, Predicting Solar Storms, Polarized Heliospheric Imaging, Future Space Missions

Abstract Final report

During the last years, alerts of solar storms on their way to Earth have been frequently sent out by the media. Solar storms or so-called coronal mass ejections (CMEs), are formations consisting of charged particles and an embedded magnetic field structure. While slow CMEs need three to five days, the fastest can reach the Earths magnetosphere within one day or less, having impact speeds of up to 10 million kilometers per hour. The consequences of these impacts are geomagnetic storms, which can damage satellites as well as lead to large-scale power outages on the ground, to name only two possible effects. Accurately predicting arrival times and speeds of CMEs is quite difficult. Because of limited observational possibilities, errors in the arrival time of 1020 hours are common. Besides the high prediction errors, false alarms are an even more important issue. False positive alarms are alerts where CMEs predicted to arrive Earth actually miss, false negative alarms are CMEs that are not predicted to arrive but actually hit. The goal of this project is the enhancement of a CME prediction tool, that currently assumes an elliptical shape of the CME front and a uniform, unstructured background solar wind, which causes a deceleration or acceleration of the CME. The basis of this prediction tool are observations from the NASA mission Solar TErrestrial RElations Observatory (STEREO) and its heliospheric imagers. These heliospheric imagers are wide-angle cameras that provide a side view on the CME during its journey through interplanetary space. The aim of this project is to uncouple the tool from the rigid ellipse shape and to include a variable background solar wind speed. By allowing a variation of the CME shape during propagation, possible influences of high speed solar wind streams or other CMEs can be taken into account when forecasting a CME arrival. Another important improvement is the applicability of the tool to observations of polarized light that can be directly related to the shape of the CME, which is further incorporated into the prediction utility. We expect a significant reduction of the prediction errors in CME arrival time and speed at Earth as well as a decrease of todays false alarm rate.

Solar storms can have far-reaching effects on technological systems in space and on earth, they can damage pipelines, induce high currents in electricity lines and disrupt communication channels. In order to be able to predict these effects, it is necessary to gain a better understanding of the propagation of these mass ejections from the solar corona (CMEs for "coronal mass ejections"). The project "Predicting Solar Storms at Earth" used data from instruments that can observe CMEs from the side as they propagate from the Sun to the Earth orbit. These data are the basis for a propagation model that was developed at the Space Research Institute of the Austrian Academy of Sciences and has now been improved. This model not only allows the data from these wide-angle cameras to be used, it also includes the interaction of CME and solar wind. The NASA mission "STEREO" consists of two identical satellites that deliver these wide-angle observations from different angles. This made it possible to investigate whether data from different observation positions lead to different results. In fact, it has been shown that there can be deviations in the arrival time at Earth of up to 18 hours - depending on the vantage point from which the solar storm is observed. Based on this knowledge, the propagation model was further developed and the shape of the CME, previously assumed to be rigid, became malleable. Now it is possible for the front of the CME to adapt to the local conditions, such as solar wind speed and density, and this could lead to a deformation of the front. If the solar storm hits regions in the solar wind that are slower than it is itself, it will be slowed down by the drag at this point and thus will be deformed. Conversely, it is also possible that a slow solar storm is accelerated and dragged along by the surrounding faster solar wind. Another innovation that this model now includes is the estimation of the mass of the CME. This is a first step towards predicting the density of a solar storm, which is partly responsible for the increased interaction with the Earth`s magnetosphere. Another important point in predicting the time of arrival of a solar storm on Earth (or at other locations in the solar system) is the quality of the data available. The wide-angle observations already mentioned are in real time only available in limited quality. A study within the project examined the effects that the use of these real-time data has on the prediction result. In fact, the use of images with a lower temporal and spatial resolution leads to a deterioration in the accuracy of the model.

Research institution(s)
  • Österreichische Akademie der Wissenschaften - 100%
International project participants
  • Mona Leila Mays, NASA Greenbelt - USA
  • Curt A. De Koning, University of Colorado Boulder - USA
  • Jackie A. Davies, Rutherford Appleton Laboratory - United Kingdom

Research Output

  • 901 Citations
  • 56 Publications
  • 4 Methods & Materials
  • 4 Disseminations
  • 1 Scientific Awards
Publications
  • 2019
    Title Generic Magnetic Field Intensity Profiles of Interplanetary Coronal Mass Ejections at Mercury, Venus, and Earth From Superposed Epoch Analyses
    DOI 10.1029/2018ja025949
    Type Journal Article
    Author Janvier M
    Journal Journal of Geophysical Research: Space Physics
    Pages 812-836
    Link Publication
  • 2019
    Title Forecasting the Ambient Solar Wind with Numerical Models. I. On the Implementation of an Operational Framework
    DOI 10.3847/1538-4365/aaf8b3
    Type Journal Article
    Author Reiss M
    Journal The Astrophysical Journal Supplement Series
    Pages 35
    Link Publication
  • 2024
    Title In-Situ Multi-Spacecraft and Remote Imaging Observations of the First CME Detected by Solar Orbiter and BepiColombo
    DOI 10.5194/epsc2021-533
    Type Journal Article
    Author Davies E
    Link Publication
  • 2021
    Title CME arrival time predictions with a deformable front
    DOI 10.5194/egusphere-egu21-5830
    Type Journal Article
    Author Hinterreiter J
  • 2021
    Title Overview of interplanetary coronal mass ejections observed by Solar Orbiter, Parker Solar Probe, Bepi Colombo, Wind and STEREO-A
    DOI 10.5194/egusphere-egu21-592
    Type Journal Article
    Author Möstl C
  • 2021
    Title Effect of the ambient solar wind speed on drag-based CME prediction accuracy
    DOI 10.5194/egusphere-egu21-8932
    Type Journal Article
    Author Amerstorfer T
  • 2021
    Title Triple-point magnetic flux rope analysis for the 2020 April 19 CME observed in situ by Solar Orbiter, Bepi Colombo, and WIND
    DOI 10.5194/egusphere-egu21-8878
    Type Journal Article
    Author Weiss A
  • 2021
    Title Radial evolution of the April 2020 stealth coronal mass ejection between 0.8 and 1 AU
    DOI 10.1051/0004-6361/202039848
    Type Journal Article
    Author Von Forstner J
    Journal Astronomy & Astrophysics
    Link Publication
  • 2021
    Title Analysis of Coronal Mass Ejection Flux Rope Signatures Using 3DCORE and Approximate Bayesian Computation
    DOI 10.3847/1538-4365/abc9bd
    Type Journal Article
    Author Weiss A
    Journal The Astrophysical Journal Supplement Series
    Pages 9
    Link Publication
  • 2021
    Title Evaluation of CME Arrival Prediction Using Ensemble Modeling Based on Heliospheric Imaging Observations
    DOI 10.1029/2020sw002553
    Type Journal Article
    Author Amerstorfer T
    Journal Space Weather
    Link Publication
  • 2021
    Title Solar origins of a strong stealth CME detected by Solar Orbiter
    DOI 10.48550/arxiv.2103.17225
    Type Preprint
    Author O'Kane J
  • 2021
    Title Multi point analysis of coronal mass ejection flux ropes using combined data from Solar Orbiter, BepiColombo and Wind
    DOI 10.48550/arxiv.2103.16187
    Type Preprint
    Author Weiss A
  • 2021
    Title Using Gradient Boosting Regression to Improve Ambient Solar Wind Model Predictions
    DOI 10.1029/2020sw002673
    Type Journal Article
    Author Bailey R
    Journal Space Weather
    Link Publication
  • 2021
    Title Solar origins of a strong stealth CME detected by Solar Orbiter
    DOI 10.1051/0004-6361/202140622
    Type Journal Article
    Author O’Kane J
    Journal Astronomy & Astrophysics
    Link Publication
  • 2020
    Title Analysis of coronal mass ejection flux rope signatures using 3DCORE and approximate Bayesian Computation
    DOI 10.48550/arxiv.2009.00327
    Type Preprint
    Author Weiss A
  • 2020
    Title Prediction of the in situ coronal mass ejection rate for solar cycle 25: Implications for Parker Solar Probe in situ observations
    DOI 10.48550/arxiv.2007.14743
    Type Preprint
    Author Möstl C
  • 2020
    Title Evolution of coronal mass ejections and the corresponding Forbush decreases: modelling vs multi-spacecraft observations
    DOI 10.48550/arxiv.2006.02253
    Type Preprint
    Author Dumbovic M
  • 2020
    Title Evolution of Coronal Mass Ejections and the Corresponding Forbush Decreases: Modeling vs. Multi-Spacecraft Observations
    DOI 10.1007/s11207-020-01671-7
    Type Journal Article
    Author Dumbovic M
    Journal Solar Physics
    Pages 104
    Link Publication
  • 2020
    Title Evaluation of CME Arrival Prediction Using Ensemble Modeling Based on Heliospheric Imaging Observations
    DOI 10.48550/arxiv.2008.02576
    Type Preprint
    Author Amerstorfer T
  • 2020
    Title Using gradient boosting regression to improve ambient solar wind model predictions
    DOI 10.48550/arxiv.2006.12835
    Type Preprint
    Author Bailey R
  • 2021
    Title Machine learning for predicting the Bz magnetic field component from upstream in situ observations of solar coronal mass ejections
    DOI 10.48550/arxiv.2108.04067
    Type Preprint
    Author Reiss M
  • 2021
    Title Drag-based CME modeling with heliospheric images incorporating frontal deformation: ELEvoHI 2.0
    DOI 10.1002/essoar.10507758.1
    Type Preprint
    Author Hinterreiter J
    Link Publication
  • 2021
    Title Drag-based CME modeling with heliospheric images incorporating frontal deformation: ELEvoHI 2.0
    DOI 10.48550/arxiv.2108.08075
    Type Preprint
    Author Hinterreiter J
  • 2021
    Title Predicting CMEs using ELEvoHI with STEREO-HI beacon data
    DOI 10.48550/arxiv.2108.08072
    Type Preprint
    Author Bauer M
  • 2021
    Title Quantifying the uncertainty in CME kinematics derived from geometric modelling of Heliospheric Imager data
    DOI 10.1002/essoar.10507552.1
    Type Preprint
    Author Barnard L
    Link Publication
  • 2021
    Title Multi-point analysis of coronal mass ejection flux ropes using combined data from Solar Orbiter, BepiColombo, and Wind
    DOI 10.1051/0004-6361/202140919
    Type Journal Article
    Author Weiss A
    Journal Astronomy & Astrophysics
    Link Publication
  • 2021
    Title Radial Evolution of the April 2020 Stealth Coronal Mass Ejection between 0.8 and 1 AU -- A Comparison of Forbush Decreases at Solar Orbiter and Earth
    DOI 10.48550/arxiv.2102.12185
    Type Preprint
    Author Von Forstner J
  • 2021
    Title In situ multi-spacecraft and remote imaging observations of the first CME detected by Solar Orbiter and BepiColombo
    DOI 10.1051/0004-6361/202040113
    Type Journal Article
    Author Davies E
    Journal Astronomy & Astrophysics
    Link Publication
  • 2021
    Title Why are ELEvoHI CME Arrival Predictions Different if Based on STEREO-A or STEREO-B Heliospheric Imager Observations?
    DOI 10.1029/2020sw002674
    Type Journal Article
    Author Hinterreiter J
    Journal Space Weather
    Link Publication
  • 2021
    Title Why are ELEvoHI CME arrival predictions different if based on STEREO-A or STEREO-B heliospheric imager observations?
    DOI 10.48550/arxiv.2102.07478
    Type Preprint
    Author Hinterreiter J
  • 2021
    Title Predicting CMEs Using ELEvoHI With STEREO-HI Beacon Data
    DOI 10.1029/2021sw002873
    Type Journal Article
    Author Bauer M
    Journal Space Weather
    Link Publication
  • 2021
    Title Machine Learning for Predicting the Bz Magnetic Field Component From Upstream in Situ Observations of Solar Coronal Mass Ejections
    DOI 10.1029/2021sw002859
    Type Journal Article
    Author Reiss M
    Journal Space Weather
    Link Publication
  • 2021
    Title Multipoint interplanetary coronal mass ejections observed with Solar Orbiter, BepiColombo, Parker Solar Probe, Wind and STEREO-A
    DOI 10.48550/arxiv.2109.07200
    Type Preprint
    Author Möstl C
  • 2021
    Title Drag-Based CME Modeling With Heliospheric Images Incorporating Frontal Deformation: ELEvoHI 2.0
    DOI 10.1029/2021sw002836
    Type Journal Article
    Author Hinterreiter J
    Journal Space Weather
    Link Publication
  • 2021
    Title Quantifying the uncertainty in CME kinematics derived from geometric modelling of Heliospheric Imager data
    DOI 10.48550/arxiv.2111.13337
    Type Preprint
    Author Barnard L
  • 2018
    Title Forecasting the Arrival Time of Coronal Mass Ejections: Analysis of the CCMC CME Scoreboard
    DOI 10.1029/2018sw001962
    Type Journal Article
    Author Riley P
    Journal Space Weather
    Pages 1245-1260
    Link Publication
  • 2022
    Title Multipoint Interplanetary Coronal Mass Ejections Observed with Solar Orbiter, BepiColombo, Parker Solar Probe, Wind, and STEREO-A
    DOI 10.3847/2041-8213/ac42d0
    Type Journal Article
    Author Möstl C
    Journal The Astrophysical Journal Letters
    Link Publication
  • 2022
    Title Quantifying the Uncertainty in CME Kinematics Derived From Geometric Modeling of Heliospheric Imager Data
    DOI 10.1029/2021sw002841
    Type Journal Article
    Author Barnard L
    Journal Space Weather
    Link Publication
  • 2019
    Title Assessing the Performance of EUHFORIA Modeling the Background Solar Wind
    DOI 10.1007/s11207-019-1558-8
    Type Journal Article
    Author Hinterreiter J
    Journal Solar Physics
    Pages 170
    Link Publication
  • 2019
    Title Unusual Plasma and Particle Signatures at Mars and STEREO-A Related to CME–CME Interaction
    DOI 10.3847/1538-4357/ab27ca
    Type Journal Article
    Author Dumbovic M
    Journal The Astrophysical Journal
    Pages 18
    Link Publication
  • 2019
    Title Testing the background solar wind modelled by EUHFORIA
    DOI 10.48550/arxiv.1907.07461
    Type Preprint
    Author Hinterreiter J
  • 2019
    Title Unusual plasma and particle signatures at Mars and STEREO-A related to CME-CME interaction
    DOI 10.48550/arxiv.1906.02532
    Type Preprint
    Author Dumbovic M
  • 2019
    Title Forecasting the Ambient Solar Wind with Numerical Models: I. On the Implementation of an Operational Framework
    DOI 10.48550/arxiv.1905.04353
    Type Preprint
    Author Reiss M
  • 2019
    Title Generic magnetic field intensity profiles of interplanetary coronal mass ejections at Mercury, Venus and Earth from superposed epoch analyses
    DOI 10.48550/arxiv.1901.09921
    Type Preprint
    Author Janvier M
  • 2020
    Title Why are ELEvoHI CME arrival predictions different if based on STEREO-A or STEREO-B heliospheric imager observations?
    DOI 10.1002/essoar.10504656.1
    Type Preprint
    Author Hinterreiter J
    Link Publication
  • 2020
    Title Prediction of the In Situ Coronal Mass Ejection Rate for Solar Cycle 25: Implications for Parker Solar Probe In Situ Observations
    DOI 10.3847/1538-4357/abb9a1
    Type Journal Article
    Author Möstl C
    Journal The Astrophysical Journal
    Pages 92
    Link Publication
  • 2020
    Title In situ multi-spacecraft and remote imaging observations of the first CME detected by Solar Orbiter and BepiColombo
    DOI 10.48550/arxiv.2012.07456
    Type Preprint
    Author Davies E
  • 2020
    Title Forecasting the Ambient Solar Wind with Numerical Models. II. An Adaptive Prediction System for Specifying Solar Wind Speed Near the Sun
    DOI 10.48550/arxiv.2003.09336
    Type Preprint
    Author Reiss M
  • 2020
    Title Prediction of Dst during solar minimum using in situ measurements at L5
    DOI 10.48550/arxiv.2005.00249
    Type Preprint
    Author Bailey R
  • 2020
    Title Prediction of Dst During Solar Minimum Using In Situ Measurements at L5
    DOI 10.1029/2019sw002424
    Type Journal Article
    Author Bailey R
    Journal Space Weather
    Link Publication
  • 2020
    Title Forecasting the Ambient Solar Wind with Numerical Models. II. An Adaptive Prediction System for Specifying Solar Wind Speed near the Sun
    DOI 10.3847/1538-4357/ab78a0
    Type Journal Article
    Author Reiss M
    Journal The Astrophysical Journal
    Pages 165
    Link Publication
  • 2020
    Title Using STEREO-HI beacon data to predict CME arrival time and speed with the ELEvoHI model
    DOI 10.5194/egusphere-egu2020-5247
    Type Journal Article
    Author Bauer M
  • 2020
    Title Modelling coronal mass ejection flux ropes signatures using Approximate Bayesian Computation: applications to Parker Solar Probe
    DOI 10.5194/egusphere-egu2020-8398
    Type Journal Article
    Author Weiss A
  • 2020
    Title Prediction of CME arrivals; differences based on stereoscopic heliospheric imager data
    DOI 10.5194/egusphere-egu2020-7829
    Type Journal Article
    Author Hinterreiter J
  • 2020
    Title CME arrival prediction and its dependency on input data and model parameters
    DOI 10.5194/egusphere-egu2020-4703
    Type Journal Article
    Author Amerstorfer T
  • 2019
    Title Heliospheric Evolution of Magnetic Clouds
    DOI 10.3847/1538-4357/ab190a
    Type Journal Article
    Author Vršnak B
    Journal The Astrophysical Journal
    Pages 77
    Link Publication
Methods & Materials
  • 2021 Link
    Title ELEvoHI 2.0
    DOI 10.5281/zenodo.5045415
    Type Improvements to research infrastructure
    Public Access
    Link Link
  • 2020 Link
    Title Ellipse Evolution based on Heliospheric Images (ELEvoHI)
    DOI 10.5281/zenodo.3873420
    Type Improvements to research infrastructure
    Public Access
    Link Link
  • 2020 Link
    Title EAGEL (Eclptic cut Angles from Gcs for ELevohi)
    DOI 10.5281/zenodo.4154458
    Type Improvements to research infrastructure
    Public Access
    Link Link
  • 2020 Link
    Title STEREO-HI Data Processing
    Type Improvements to research infrastructure
    Public Access
    Link Link
Disseminations
  • 0 Link
    Title "Katastrophenpotential Weltraumwetter"
    Type A formal working group, expert panel or dialogue
    Link Link
  • 0 Link
    Title Newspaper article in "Die Presse"
    Type A magazine, newsletter or online publication
    Link Link
  • 0 Link
    Title online article on ÖAW-website "Wie man Sonnenstürme zähmt"
    Type A magazine, newsletter or online publication
    Link Link
  • 0 Link
    Title Sonnensturm: Wann kommt der nächste? (ÖAW Science Bites 2020)
    Type A broadcast e.g. TV/radio/film/podcast (other than news/press)
    Link Link
Scientific Awards
  • 2021
    Title Invited Speaker at AGU Fall Meeting 2021
    Type Personally asked as a key note speaker to a conference
    Level of Recognition Continental/International

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