Mapping Siberian Arctic mountain permafrost landscapes by machine learning multi-sensors remote sensing: example of Adycha river valley

• Published in: Proceedings of the 7th International Conference on Geographical Information Systems Theory, Applications and Management
• Main Authors: Zakharov, Moisei, Gadal, Sébastien, Danilov, Yuri, Kamičaitytė, Jūratė
• Format: Article in Journal/Newspaper
• Language: English
• Published: 2021
• Subjects: permafrost landscape; remote sensing modeling; landscape mapping; terrain; landsat; ASTER GDEM; Yakutia; Arctic; Verkhoyansk; Adycha; permafrost; Tundra; Siberia
• Online Access: http://ktu.oai.elaba.lt/documents/95107052.pdf; http://ktu.lvb.lt/KTU:ELABAPDB95107052&prefLang=en_US

The landscape taxonomy has a complex structure and hierarchical classification with indicators of their recognition, which is based on a variety of heterogeneous geographic territorial and expert knowledge. This inevitably leads to difficulties in the interpretation of remote sensing data and image...