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eess.IV2020
Lake Ice Detection from Sentinel-1 SAR with Deep Learning
Manu Tom, Roberto Aguilar, Pascal Imhof +3
Lake ice, as part of the Essential Climate Variable (ECV) lakes, is an important indicator to monitor climate change and global warming. The spatio-temporal extent of lake ice cove…
eess.IV2019
Country-wide high-resolution vegetation height mapping with Sentinel-2
Nico Lang, Konrad Schindler, Jan Dirk Wegner
Sentinel-2 multi-spectral images collected over periods of several months were used to estimate vegetation height for Gabon and Switzerland. A deep convolutional neural network (CN…