Mapping artificial drainage on Irish Raised bogs using very high-resolution aerial imagery and deep learning methods
Date:
This presentation showcased the development of deep learning approaches for mapping artificial drainage networks in Irish raised bog peatlands using very high-resolution aerial imagery.
Research Focus
- Application of semantic segmentation for environmental monitoring
- Processing of national-scale aerial imagery datasets
- Conservation applications for peatland management
- Integration of AI/ML with geospatial analysis
Impact
The research provides essential spatial data for peatland conservation policy and supports national-scale environmental monitoring efforts in Ireland.