research
∙
07/19/2021
Learning a Sensor-invariant Embedding of Satellite Data: A Case Study for Lake Ice Monitoring
Fusing satellite imagery acquired with different sensors has been a long...
share
research
∙
03/23/2021
Recent Ice Trends in Swiss Mountain Lakes: 20-year Analysis of MODIS Imagery
Depleting lake ice can serve as an indicator for climate change, just li...
research
∙
10/27/2020
Ice Monitoring in Swiss Lakes from Optical Satellites and Webcams using Machine Learning
Continuous observation of climate indicators, such as trends in lake fre...
research
∙
08/02/2020
Integrated monitoring of ice in selected Swiss lakes. Final project report
Various lake observables, including lake ice, are related to climate and...
research
∙
02/18/2020
Lake Ice Monitoring with Webcams and Crowd-Sourced Images
Lake ice is a strong climate indicator and has been recognised as part o...
research
∙
02/17/2020
Lake Ice Detection from Sentinel-1 SAR with Deep Learning
Lake ice, as part of the Essential Climate Variable (ECV) lakes, is an i...
research
∙
03/12/2018
Super-Resolution of Sentinel-2 Images: Learning a Globally Applicable Deep Neural Network
The Sentinel-2 satellite mission delivers multi-spectral imagery with 13...
research
∙
03/28/2017