Large-scale Mapping of Arctic Coastal Infrastructure using Copernicus Sentinel Data and Machine Learning and Deep Learning Methods

• Main Authors: Pointner, Georg, Bartsch, Annett, Ingeman-Nielsen, Thomas
• Format: Still Image
• Language: English
• Published: Zenodo 2020
• Subjects: Arctic; Settlements; Remote Sensing; Rus’; Climate change; permafrost
• Online Access: https://dx.doi.org/10.5281/zenodo.3826154; https://zenodo.org/record/3826154

The climate change induced increased warming of the Arctic is leading to an accelerated thawing of permafrost, which can cause ground subsidence. In consequence, buildings and other infrastructure of local settlements are endangered from destabilization and collapsing in many Arctic regions. The inc...