Neural Compression of Remote Sensing Data for the Pre-Training of Geospatial Foundation Models

Sebastian Hoffmann; Markus Zehner; Vitus Benson; Marieke Wesselkamp; Georg Martius; Markus Reichstein

doi:https://doi.org/10.5194/egusphere-egu26-20782

[Back] [Session ESSI1.1]

EGU26-20782, updated on 14 Mar 2026

https://doi.org/10.5194/egusphere-egu26-20782

EGU General Assembly 2026

© Author(s) 2026. This work is distributed under
the Creative Commons Attribution 4.0 License.

Neural Compression of Remote Sensing Data for the Pre-Training of Geospatial Foundation Models

Sebastian Hoffmann^1,2, Markus Zehner¹, Vitus Benson^1,2, Marieke Wesselkamp¹, Georg Martius^3,4, and Markus Reichstein^1,2

Sebastian Hoffmann et al.

¹Max Planck Institute for Biogeochemistry (shoffmann@bgc-jena.mpg.de)
²ELLIS Unit Jena
³University of Tübingen
⁴ELLIS Unit Tübingen

How to cite: Hoffmann, S., Zehner, M., Benson, V., Wesselkamp, M., Martius, G., and Reichstein, M.: Neural Compression of Remote Sensing Data for the Pre-Training of Geospatial Foundation Models, EGU General Assembly 2026, Vienna, Austria, 3–8 May 2026, EGU26-20782, https://doi.org/10.5194/egusphere-egu26-20782, 2026.

This abstract has been withdrawn on 24 Apr 2026.