Compensating for penetration in radar altimetry cryosphere elevation estimates using deep learning

Doctoral thesis English OPEN
Ewart, Martin;
(2018)
  • Publisher: The University of Edinburgh
  • Subject: Radar altimetry | CryoSat-2 | Greenland | Swath processing | Interferometry | Cryosphere | Ice-sheet | Glaciers | DEM | Surface elevation change | Climate change | Sea level change | Operation IceBridge | IceSat-2 | Neural network | Machine learning | Deep learning | MSc Geographical Information Science | GIS

Radar altimetry is commonly used for monitoring changes within the cryosphere and its contribution to sea-level rise. Recent advances in Swath altimetry processing, using the interferometric mode of CryoSat-2, have enabled fine 500m spatial resolution surface elev... View more
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