An Extraction Method for Glacial Lakes Based on Landsat-8 Imagery Using an Improved U-Net Network

An Extraction Method for Glacial Lakes Based on Landsat-8 Imagery Using an Improved U-Net Network

Remote sensing monitoring of glacial lakes is an indispensable tool for identifying and preventing glacial lake disasters. At present, the existing extraction methods of glacial lakes based on Landsat remote sensing image have achieved remarkable results, but the algorithms used lack the ability to...

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Bibliographic Details
Main Authors: Yi He, Sheng Yao, Wang Yang, Haowen Yan, Lifeng Zhang, Zhiqing Wen, Yali Zhang, Tao Liu
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Attention mechanism module
glacial lake
multispectral image
remote sensing
U-net
Online Access:https://ieeexplore.ieee.org/document/9444849/

Internet

https://ieeexplore.ieee.org/document/9444849/

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