activity
20182022
most citedMulti-channel coronal hole detection with convolutional neural networks

38 citations · 171 across the 9 of their papers we have counts for

collaborators

19 papers

astro-ph.SR202224 cited

How the area of solar coronal holes affects the properties of high-speed solar wind streams near Earth -- An analytical model

Stefan Johann Hofmeister, Eleanna Asvestari, Jingnan Guo +10

We derive a simple analytical model for the propagation of HSSs from the Sun to Earth and thereby show how the area of coronal holes and the size of their boundary regions affect t…

astro-ph.SR2022

Identification of Coronal Holes on AIA/SDO images using unsupervised Machine Learning

Fadil Inceoglu, Yuri Y. Shprits, Stephan G. Heinemann +1

Through its magnetic activity, the Sun governs the conditions in Earth's vicinity, creating space weather events, which have drastic effects on our space- and ground-based technolo…

astro-ph.SR202113 cited

How to Estimate the Far-Side Open Flux using STEREO Coronal Holes

Stephan G. Heinemann, Manuela Temmer, Stefan J. Hofmeister +3

Global magnetic field models use as input synoptic data, which usually show "aging effects" as the longitudinal 360° information is not obtained simultaneously. Especially during t…

astro-ph.SR202138 cited

Multi-channel coronal hole detection with convolutional neural networks

R. Jarolim, A. M. Veronig, S. Hofmeister +4

We develop a reliable, fully automatic method for the detection of coronal holes, that provides consistent full-disk segmentation maps over the full solar cycle and can perform in…

astro-ph.SR2021

Coronal Hole Detection and Open Magnetic Flux

J. A. Linker, S. G. Heinemann, M. Temmer +14

Many scientists use coronal hole (CH) detections to infer open magnetic flux. Detection techniques differ in the areas that they assign as open, and may obtain different values for…

astro-ph.SR202119 cited

Statistical Approach on Differential EmissionMeasure of Coronal Holes using the CATCH Catalog

Stephan G. Heinemann, Jonas Saqri, Astrid M. Veronig +2

Coronal holes are large-scale structures in the solar atmosphere that feature a reduced temperature and density in comparison to the surrounding quiet Sun and are usually associate…