5 citations · 8 across the 5 of their papers we have counts for
4 papers · 1 filter
Towards Generalizable Mapping of Hedges and Linear Woody Features from Earth Observation Data: a national Product for Germany
Thorsten Hoeser, Verena Huber-Garcia, Sarah Asam +2
Hedges and other linear woody features provide valuable ecosystem services, particularly within intensively managed agricultural landscapes. They are key elements for climate adapt…
Global Offshore Wind Infrastructure: Deployment and Operational Dynamics from Dense Sentinel-1 Time Series
Thorsten Hoeser, Felix Bachofer, Claudia Kuenzer
The offshore wind energy sector is expanding rapidly, increasing the need for independent, high-temporal-resolution monitoring of infrastructure deployment and operation at global…
Deep learning-based object detection of offshore platforms on Sentinel-1 Imagery and the impact of synthetic training data
Robin Spanier, Thorsten Hoeser, Claudia Kuenzer
The recent and ongoing expansion of marine infrastructure, including offshore wind farms, oil and gas platforms, artificial islands, and aquaculture facilities, highlights the need…
SyntEO: Synthetic Data Set Generation for Earth Observation and Deep Learning -- Demonstrated for Offshore Wind Farm Detection
Thorsten Hoeser, Claudia Kuenzer
With the emergence of deep learning in the last years, new opportunities arose in Earth observation research. Nevertheless, they also brought with them new challenges. The data-hun…