Deep learning for ice sheet melt detection

In this proof of concept study, we investigate the potential of utilizing machine learning techniques for CryoSat-2 (CS2) radar altimeter waveform classification in order to derive melt information. It has been found that the presence of liquid water in the snowpack causes subtle changes in the CS2 altimeter waveform. However, … Continue reading Deep learning for ice sheet melt detection