Deep Learning-based Lake Ice Detection using ESA Sentinel-1 SAR Data
Continuous monitoring of climate indicators is important for understanding the dynamics and trends of the climate system. Lake ice has been included in the list of Essential Climate Variables (ECVs). This thesis will investigate the possibility to monitor lake ice using deep learning with SAR data.
Lake Ice Detection
Convolutional Neural Networks
Satellite Image Processing
Synthetic Aperture Radar