University of Bonn Institute for Food and Resource Economics

MEO Lab

Machine Learning in Earth Observation

Developing machine learning models for socio-economic & environmental analysis with Earth observation data

University of Bonn, Institute for Food and Resource Economics

marc.russwurm@uni-bonn.de

Research Group

Marc Rußwurm
Incoming Jun. Prof. & Emmy Noether Group Leader
Claire Robin
ELLIS PhD Candidate (Bonn & MPI Biogeochemistry)
Vishal Nedungadi
External PhD Candidate at Wageningen University
Youchul Jeong
External PhD Candidate at the University of the Aegean
Gabrielė Tijūnaitytė
Incoming PhD Candidate
Sawssen Hannachi
Sawssen Hannachi
Incoming PhD Candidate
Harkaitz Goyena Baroja
Harkaitz Goyena Baroja
Visiting postdoctoral scholar from the Public University of Navarre (Spain)

News

Aug 7, 2026

PatchMatch — our work on cross-sensor matching of marine litter patches — has been accepted as a poster at the ECCV 2026 Marine Vision Workshop. The paper is authored by Gabrielė Tijūnaitytė, Marc Rußwurm, and Emanuele Dalsasso. Read more →

Aug 7, 2026

Our perspective paper Earth Embeddings: Toward AI-centric Representations of our Planet has been published in the IEEE Geoscience and Remote Sensing Magazine. We argue that Earth Embeddings represent the next abstraction layer for geospatial AI — shared representations of our planet learned from satellite imagery, maps, elevation, climate, and other geospatial data. Read more →

May 1, 2026

Marc Rußwurm will be on parental leave from (approximately) May 1st until September 2026. Responses will be delayed.

Apr 21, 2026

The paper “Exploring Transferability of Plastic-Water Hyacinth Interaction and Detection in Rivers” has been accepted for publication in Cell iScience. The paper was led by Giel Hagenbeek in collaboration with Tim H.M. van Emmerik, Tianlong Jia, Pummarin Khamdahsag, Kittiphon Boonma, Riccardo Taormina, and Thomas Mani.

Giel also wrote a blog post about his field experiences with the River Cleaners of Bangkok and the Yellow Boats from the Bangkok Metropolitan Administration — read it here.

Recent Papers