Predicting solar storm arrivals at Earth
Predicting solar storm arrivals at Earth
Disciplines
Physics, Astronomy (100%)
Keywords
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Space Weather,
Heliospheric Evolution Of Coronal Mass Ejections,
Predicting Solar Storms,
Polarized Heliospheric Imaging,
Future Space Missions
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.
- 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
- 860 Citations
- 56 Publications
- 4 Methods & Materials
- 4 Disseminations
- 1 Scientific Awards
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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 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 Other Author Amerstorfer T Link Publication -
2021
Title Predicting CMEs using ELEvoHI with STEREO-HI beacon data DOI 10.48550/arxiv.2108.08072 Type Other Author Amerstorfer T 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 -
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 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 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 CME arrival time predictions with a deformable front DOI 10.5194/egusphere-egu21-5830 Type Journal Article Author Hinterreiter J -
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 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 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 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 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 -
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 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 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 -
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 Other Author Macneice P 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 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 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 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 CME arrival prediction and its dependency on input data and model parameters DOI 10.5194/egusphere-egu2020-4703 Type Journal Article Author Amerstorfer T -
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 -
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 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 -
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 -
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 Other Author Janvier M Link Publication -
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 -
2020
Title Evolution of coronal mass ejections and the corresponding Forbush decreases: modelling vs multi-spacecraft observations DOI 10.48550/arxiv.2006.02253 Type Other Author Dumbović M Link Publication -
2020
Title Using gradient boosting regression to improve ambient solar wind model predictions DOI 10.48550/arxiv.2006.12835 Type Other Author Bailey R Link Publication -
2020
Title Prediction of Dst during solar minimum using in situ measurements at L5 DOI 10.48550/arxiv.2005.00249 Type Other Author Bailey R 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 10.48550/arxiv.2007.14743 Type Other Author Möstl C 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 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 -
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 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 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 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 10.1029/2021sw002836 Type Journal Article Author Hinterreiter J 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 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 -
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 -
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 Unusual plasma and particle signatures at Mars and STEREO-A related to CME-CME interaction DOI 10.48550/arxiv.1906.02532 Type Other Author Dumbovic M Link Publication -
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 Other Author Macneice P Link Publication -
2019
Title Testing the background solar wind modelled by EUHFORIA DOI 10.48550/arxiv.1907.07461 Type Other Author Hinterreiter J 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
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2021
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Title ELEvoHI 2.0 DOI 10.5281/zenodo.5045415 Type Improvements to research infrastructure Public Access Link Link -
2020
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Title EAGEL (Eclptic cut Angles from Gcs for ELevohi) DOI 10.5281/zenodo.4154458 Type Improvements to research infrastructure Public Access Link Link -
2020
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Title Ellipse Evolution based on Heliospheric Images (ELEvoHI) DOI 10.5281/zenodo.3873420 Type Improvements to research infrastructure Public Access Link Link -
2020
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Title STEREO-HI Data Processing Type Improvements to research infrastructure Public Access Link Link
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Title "Katastrophenpotential Weltraumwetter" Type A formal working group, expert panel or dialogue Link Link -
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Title Newspaper article in "Die Presse" Type A magazine, newsletter or online publication Link Link -
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Title online article on ÖAW-website "Wie man Sonnenstürme zähmt" Type A magazine, newsletter or online publication Link Link -
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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
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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