To establish an operational service at the iMagine platform for automatic processing of satellite images for detecting oil spills as extra component of an existing marine pollution oil spill monitoring and modelling service.
Mature use case
Oil Spill Detection
Oil spill detection from satellite images
Development actions during iMagine
Using the iMagine platform for further refining the AI supported detection of oil spills. Training datasets containing labelled images of oil spills in satellite imagery will be used to improve existing deep learning algorithms, as well as to test advanced approaches like transfer learning between trained Deep Neural Networks. Use will be made of images from Sentinel 1, Sentinel 2 and Landsat 8 satellites with focus on Mediterranean Sea.
University of Trento
expert on scientific data management (environmental domain), platform and service development