Combining “Deep Learning” and Physically Constrained Neural Networks to Derive Complex Glaciological Change Processes from Modern High-Resolution Satellite Imagery: Application of... von Herzfeld, Ute C., Hessburg, Lawrence J., Trantow, Thomas M., Hayes, Adam N.

Volltext

Automated Detection and Depth Determination of Melt Ponds on Sea Ice in ICESat-2 ATLAS Data - The Density-Dimension Algorithm for Bifurcating Sea-Ice Reflectors (DDA-bifurcate-seai... von Herzfeld, Ute Christina, Trantow, Thomas, Han, Huilin, Buckley, Ellen, Farrell, Sinead Louise, Lawson, Matthew

Volltext

Surface-Height Determination of Crevassed Glaciers-Mathematical Principles of an Autoadaptive Density-Dimension Algorithm and Validation Using ICESat-2 Simulator (SIMPL) Data von Herzfeld, Ute C., Trantow, Thomas M., Harding, David, Dabney, Philip W.

Volltext

Observing the evolution of summer melt on multiyear sea ice with ICESat-2 and Sentinel-2 von Buckley, Ellen M, Farrell, Sinéad L, Herzfeld, Ute C, Webster, Melinda A, Trantow, Thomas, Baney, Oliwia N, Duncan, Kyle A, Han, Huilin, Lawson, Matthew

Volltext