Coronal mass ejection arrival time forecast with ELEvo
The Ellipse Evolution (ELEvo) model is a method to predict the arrival times of coronal mass ejections (CME) at Earth and other planets and spacecraft. It can be initiated with the initial speed and direction of a CME as measured in the SOHO or STEREO coronagraph data (ELEvo, Möstl+ 2015), or use data from the STEREO-A heliospheric imager instrument (ELEvoHI, Amerstorfer+ 2021, Bauer+ 2021). The model assumes an elliptical front shape of the CME leading edge, which is then observed in situ by spacecraft as the arrival of a shock wave or a density enhancement, followed often by a magnetic obstacle. Here, we present a work-in-progress ELEvo version using the initial CME parameters as given in the DONKI database. The model is updated every full hour. This page is refreshed automatically every 5 minutes. The ensemble is created by randomly varying the input parameters for the drag parameter, the initial speed of the CME (from the DONKI database), and the ambient solar wind speed along a normal distribution. We chose the size of our ensemble to be 50k. Our initial guesses are as follows (mean value and corresponding standard deviation): drag parameter: (0.1e-7 ± 0.025e-7 ) km-1, ambient solar wind speed: (400 ± 50) km s-1, measured CME initial speed: ± 50 km s-1. The predicted arrival time is the mean of all ensembles, and the error indicates the 2-sigma uncertainty. See also Čalogović+ 2021 for this type of methodology.
Beacon2Science: Enhancing STEREO/HI beacon data with machine learning for efficient CME tracking
The "Beacon2Science" pipeline (Beacon2Science, Le Louëdec+ 2025, submitted), automatically enhances the quality and spatial and temporal resolution of near-real-time beacon HI1 data from STEREO-A. The new data can be used to track CME and be used with (ELEvoHI, Amerstorfer+ 2021)