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.
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 Master Defense: Deep Learning-driven SAR Image Super-Resolution
On May 20, 2025, Janik Hoffmann will present his Master thesis on Deep Learning-driven SAR Image Super-Resolution" at 13:00 in seminar room 3, John-Skilton-Str. 4a. From the abstract: Synthetic Aperture Radar (SAR) is a microwave remote sensing system that is used for...
EAGLE Master Defense: Spatio-temporal Forest Structure Dynamics in Germany: A Synthesis of Remote Sensing Products
On May 20, 2025, Sunniva McKeever will present her Master thesis on " Spatio-temporal Forest Structure Dynamics in Germany: A Synthesis of Remote Sensing Products" at 12:00 in seminar room 3, John-Skilton-Str. 4a. From the abstract: Germany’s forests have experienced...
EAGLE Master Theses defense “Revealing Inconsistencies in Population Datasets in Refugee and IDP Camps”
On April 03, 2025, Lallu Nikerthil Prathapan will present her Master Thesis " Revealing Inconsistencies in Population Datasets in Refugee and IDP Camps " at 15:00 in seminar room 3, John-Skilton-Str. 4a. From the abstract: Accurate population estimates are crucial for...
EAGLE Master Defense “High Performance Computing for Earth Observation Time Series Analysis: A Case Study on Glacier Dynamics on the Antarctic Peninsula”
On February 28, 2025, Sarah Leibrock will present her internship on "High Performance Computing for Earth Observation Time Series Analysis: A Case Study on Glacier Dynamics on the Antarctic Peninsula" at 11:00 in seminar room 3, John-Skilton-Str. 4a.High Performance...
EAGLE Internship Presentation “Effect of Semicircular Bunds for Soil moisture conservation in Ethiopia”
On January 28, 2025, Suriya Elango will present his internship on "Effect of Semicircular Bunds for Soil moisture conservation in Ethiopia" at 12:00 in seminar room 3, John-Skilton-Str. 4a. From the abstract: This study assessed the impact of semi-circular soil...
EAGLE Internship Presentation “Earth Observation for Construction Statistics” at the Federal Agency for Cartography and Geodesy”
On January 28, 2025, Georg Starz will present her internship on "Earth Observation for Construction Statistics (BKG, Frankfurt)" at 12:15 in seminar room 3, John-Skilton-Str. 4a. From the abstract: The lack of affordable housing, especially in urban areas, is...
EAGLE Internship Presentation “Mapping Ecosystem Services in Norway”
On January 28, 2025, Sonja Maas will present her internship on " Mapping Ecosystem Services in Norway" at 13:00 in seminar room 3, John-Skilton-Str. 4a. From the abstract: Nature plays an important role in human well-being by providing essential services such as the...
Master Thesis Presentation “Animal Path Segmentation and Analysis via Deep Neural Network Regression”
On January 14, 2025, Konstantin Müller will defend his master thesis " Animal Path Segmentation and Analysis via Deep Neural Network Regression " at 12:00 in seminar room 3, John-Skilton-Str. 4a. From the abstract: Animals play a vital role for well-functioning...
Internship Presentation: Application of synthetic aperture radar (SAR) data: Case study in flood mapping in Costa Rica and technical capacity building of the PRIAS team
On December 17, 2024, Ariana Sofía Argüello Cordero will present her internship " Application of synthetic aperture radar (SAR) data: Case study in flood mapping in Costa Rica and technical capacity building of the PRIAS team" at 12:00 in seminar room 3,...
Master Defense by Isabella Metz: ” Analysis of Uncertainties for Error Detection and Quantification of Bathymetry Data from Multispectral Sentinel-2 Imagery
On January 07, 2025, Isabella Metz will defend her master thesis on " Analysis of Uncertainties for Error Detection and Quantification of Bathymetry Data from Multispectral Sentinel-2 Imagery" at 13:00 in seminar room 3, John-Skilton-Str. 4a. From the abstract: In...