Recognition of thaw slumps based on machine learning and UAVs: A case study in the Qilian Mountains, northeastern Qinghai-Tibet Plateau

Recognition of thaw slumps based on machine learning and UAVs: A case study in the Qilian Mountains, northeastern Qinghai-Tibet Plateau

The thawing of permafrost on the Qinghai-Tibet Plateau (QTP) leads to more frequent occurrences of thaw slump (TS), which have significant impacts on local ecosystems, carbon cycles, and infrastructure development. Accurate recognition of TS would help in understanding its occurrence and evolution....

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Bibliographic Details
Main Authors: Peiqing Lou, Tonghua Wu, Jie Chen, Bolin Fu, Xiaofan Zhu, Jianjun Chen, Xiaodong Wu, Sizhong Yang, Ren Li, Xingchen Lin, Chengpeng Shang, Amin Wen, Dong Wang, Yune La, Xin Ma
Format: Article
Language:English
Published: Elsevier 2023-02-01
Series:International Journal of Applied Earth Observations and Geoinformation
Subjects:
Thaw slump recognition
Unmanned aerial vehicle
Ensemble learning
Machine learning
Object-based
Online Access:http://www.sciencedirect.com/science/article/pii/S156984322200351X

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http://www.sciencedirect.com/science/article/pii/S156984322200351X

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