Radar sounder data of the subsurface of the North Pole of Mars acquired by the SHARAD instrument, and examples of possible elaborations:
(top right) automatic detection of basal returns aimed at the estimation of ice thickness and basal topography;
(bottom left) automatic detection of surface clutter returns on radargrams through clutter simulation and matching with real data;
(bottom right) automatic detection and characterization of subsurface linear features aimed at the mapping of icy layers.
Radar sounder data of the subsurface of Byrd Glacier Antarctica acquired by the MCoRDS instrument, and examples of possible elaborations:
Examples of ice subsurface target classes backscattering and statistical analysis of the measured radar signal
Automatic detection of ice subsurface targets based on segmentation
Automatic classification of the ice subsurface based on feature extraction and machine learning