About
Jakob is a scientist at the University of Würzburg with an academic background in Earth observation and spatial data science. His research focuses on the machine-learning-driven analysis and exploitation of integrated movement tracking and remote sensing data for geoanalytical applications. In particular, he is investigating techniques to recognize patterns in the interaction of animal movements and environmental conditions, e.g. to identify phenological events, detect environmental changes and disruptions or retrieve and label ground-truth data. He has extensive experience in using and developing Open Source software tools for the advanced analysis of imagery and spatial data, in particular for pattern learning and pattern recognition, and has a passion for visualizing data.
About
Jakob is a scientist at the University of Würzburg with an academic background in Earth observation and spatial data science. His research focuses on the machine-learning-driven analysis and exploitation of integrated movement tracking and remote sensing data for geoanalytical applications. In particular, he is investigating techniques to recognize patterns in the interaction of animal movements and environmental conditions, e.g. to identify phenological events, detect environmental changes and disruptions or retrieve and label ground-truth data. He has extensive experience in using and developing Open Source software tools for the advanced analysis of imagery and spatial data, in particular for pattern learning and pattern recognition, and has a passion for visualizing data.
Courses
- Advanced Programming (MET2): Practical training to strengthen technical skills. From web APIs and data visualization over machine learning for computer vision to automating development environments.
Recent News
EAGLE Students in Kruger National Park: Internship at SANParks
EAGLE MSc students Sebastian Rothaug and Clemens Schömig are currently completing an internship/InnoLab with SANParks in Kruger National Park, South Africa. During their stay, they are contributing to a project on fire and drought dynamics in savanna ecosystems. Their...
EAGLE MSc Defense: Assessing the accessibility improvements, public perception and potential beneficiaries of cable car systems in Mexico City and Medellin
On March 26, 2026 Angie Torres Lopez will present her Master Thesis on " Assessing the accessibility improvements, public perception and potential beneficiaries of cable car systems in Mexico City and Medellin" at 14:00 in seminar room 3, John-Skilton-Str. 4a. From...
EAGLE MSc Defense: High-Resolution Seasonal Rangeland Carrying Capacity in Central Asia Using Sentinel-2 and the CASA Model
On March 19, 2026, Luis David Almeida Famada will present his Master Thesis on " High-Resolution Seasonal Rangeland Carrying Capacity in Central Asia Using Sentinel-2 and the CASA Model" at 15:00 in seminar room 3, John-Skilton-Str. 4a.High-Resolution Seasonal...
EAGLE MSc Defense: Satellite-Based Assessment of Geo-Climatic Variability in Lower Franconia: Identifying Climate-Related Risks
On March 18, 2026, Jyoti Biswas will present her Master Thesis on " Satellite-Based Assessment of Geo-Climatic Variability in Lower Franconia: Identifying Climate-Related Risks" at 13:00 in seminar room 3, John-Skilton-Str. 4a. From the abstract: The study examines...
EAGLE Internship Presentation “Validation of High-Resolution Crop Classification Maps in Hessen Using IACS Parcel Data”
On March 24, 2026, Guisseppe Vasquez will present his internship results on " Validation of High-Resolution Crop Classification Maps in Hessen Using IACS Parcel Data " at 12:30 in seminar room 3, John-Skilton-Str. 4a.type of presentation: From the abstract: My...
EAGLE Innolab Presentation: People’s Perception of Cable Car Transportation Using Twitter Data
On March 24 2026, Angie Torres will present her Innolab results on " People's Perception of Cable Car Transportation Using Twitter Data" at 12:00 in seminar room 3, John-Skilton-Str. 4a. From the abstract: Urban mobility is commonly analysed through geospatial methods...
EAGLE MSc Defense: Synthetic High-Resolution Remote Sensing Image Generation – A Comparative Study of Model Training, Surface Data Variability and Evaluation Metrics
On March 26, 2026, Georg Starz will present his Master Thesis on " Synthetic High-Resolution Remote Sensing Image Generation – A Comparative Study of Model Training, Surface Data Variability and Evaluation Metrics" at 10:00 in seminar room 3, John-Skilton-Str. 4a....
EAGLE Student Supports Savanna Monitoring in Kruger National Park
Our EAGLE M.Sc. student Lukas Fronzeck joined Luisa Pflumm, a former EAGLE and now PhD researcher at our Earth Observation Research Cluster (EORC), during fieldwork in Kruger National Park in South Africa. The field campaign forms part of Luisa’s PhD project...
EAGLE Innolab Presentation: “From UAV to Satellite: Fractional Snow Cover Estimation at Sentinel-2 Resolution”
On March 03, 2026, Lutz Kleemann will present his Innolab results on "From UAV to Satellite: Fractional Snow Cover Estimation at Sentinel-2 Resolution" at 12:00 in seminar room 3, John-Skilton-Str. 4a. From the abstract: Fractional Snow Cover (FSC) estimation is an...
EAGLE Internship Presentation “Stream flow assessment and Irrigation demand in Central Asia (Aral Sea)”
On February 05, 2026, Anugraha Das will present her internship results on " Stream flow assessment and Irrigation demand in Central Asia (Aral Sea )" at 12:00 in seminar room 3, John-Skilton-Str. 4a. From the abstract: This presentation assesses streamflow dynamics...