Automatic Mapping of Thermokarst Landforms from Remote Sensing Images Using Deep Learning: A Case Study in the Northeastern Tibetan Plateau

Automatic Mapping of Thermokarst Landforms from Remote Sensing Images Using Deep Learning: A Case Study in the Northeastern Tibetan Plateau

Thawing of ice-rich permafrost causes thermokarst landforms on the ground surface. Obtaining the distribution of thermokarst landforms is a prerequisite for understanding permafrost degradation and carbon exchange at local and regional scales. However, because of their diverse types and characterist...

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Bibliographic Details
Main Authors: Lingcao Huang, Lin Liu, Liming Jiang, Tingjun Zhang
Format: Article
Language:English
Published: MDPI AG 2018-12-01
Series:Remote Sensing
Subjects:
DeepLab
permafrost degradation
semantic segmentation
thermokarst landforms
thermo-erosion gullies
Tibetan Plateau
Unmanned Aerial Vehicle Images
Online Access:https://www.mdpi.com/2072-4292/10/12/2067

Internet

https://www.mdpi.com/2072-4292/10/12/2067

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