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 MSc Defense: “Detecting Snow Phases and Runoff Using Sentinel-1 SAR and Multispectral–Optical Data”
On December 09, 2025, Daria Ushakova will present her Master Thesis on " Detecting Snow Phases and Runoff Using Sentinel-1 SAR and Multispectral–Optical Data " at 13:00 in seminar room 3, John-Skilton-Str. 4a. From the abstract: Snow is a crucial component of the...
EAGLE Internship Presentation “Detecting Wildfires in Brandenburg, Germany”
On November 18, 2025, Angie Torres will present her internship at " Detecting Wildfires in Brandenburg, Germany" at 12:00 in seminar room 3, John-Skilton-Str. 4a. From the abstract: Wildfires have become an increasing concern in Germany, particularly in the region of...
EAGLE MSc Defense “Modeling Urban Heat Exposure and Vulnerability Integrating Citizen Science and VHR Remote Sensing”
On October 22, 2025, Ariana Sofía Argüello Cordero will present her Master Thesis on " Modeling Urban Heat Exposure and Vulnerability Integrating Citizen Science and VHR Remote Sensing" at 10:15 at the EORC Meeting Room (1st floor), John-Skilton-Str. 4a From the...
EAGLE Internship Presentation “Gobabeb Namib Research Institute”
On October 21, 2025, Farimah Abdolzadeh will present her internship at " Gobabeb Namib Research Institute " at 12:30 in seminar room 3, John-Skilton-Str. 4a. Farimah has just completed her internship at the Gobabeb Namib Research Institute, located in the heart of...
EAGLE Innolab Presentation “Modeling Tree-Level Beech Leaf Loss in Bavaria Under Climate Stress with Multimodal Deep Learning Architectures”
On October 21, 2025, Henning Riecken will present his Innolab results on " Modeling Tree-Level Beech Leaf Loss in Bavaria Under Climate Stress with Multimodal Deep Learning Architectures " at 12:00 in seminar room 3, John-Skilton-Str. 4a. From the abstract: European...
EAGLE MSc Defense “Coastal Urban Flood Detection and Analysis Using SAR and CNN-Based Methods: A Case Study for Central Vietnam”
On September 23, 2025, Elly Schmid will present her Master Thesis on " Urban Flood Detection and Analysis Using SAR and CNN-Based Methods: A Case Study for Central Vietnam" at 12:00 in seminar room 3, John-Skilton-Str. 4a. From the abstract: With over half of the...
EAGLE MSc Defense “Utilizing deep learning and Earth Observation data to predict land cover changes in Volcanoes National Park, Rwanda”
On September 16, 2025, Jean de Dieu Tuyizere will present his Master Thesis on "Utilizing deep learning and Earth Observation data to predict land cover changes in Volcanoes National Park, Rwanda" at 12:00 in seminar room 3, John-Skilton-Str. 4a From the abstract:...
EAGLE Innolab Presentation “Earth observation data cube for the Volcanoes National Park, Rwanda”
On July 15, 2025, Jean de Dieu Tuyizere will present his Innolab results on " Earth observation data cube for the Volcanoes National Park, Rwanda" at 12:00 in seminar room 3, John-Skilton-Str. 4a. From the abstract: The increasing availability of Earth...
EAGLE Innolab Presentation “Earth observation data cube for the Volcanoes National Park, Rwanda”
On July 15, 2025, Jean de Dieu Tuyizere will present his Innolab on " Earth observation data cube for the Volcanoes National Park, Rwanda" at 12:00 in seminar room 3, John-Skilton-Str. 4a. From the abstract: The increasing availability of Earth observation (EO)...
WG: EAGLE Innolab Presentation “Automated Basement Identification in SVI: A Two-Stage Learning Framework”
On July 15, 2025, Gökce Budak will present her Innolab results on " Automated Basement Identification in SVI: A Two-Stage Learning Framework" at 13:00 in seminar room 3, John-Skilton-Str. 4a. From the abstract: The presence of a basement, a structural attribute not...