Novel Machine Learning Method Integrating Ensemble Learning and Deep Learning for Mapping Debris-Covered Glaciers

Novel Machine Learning Method Integrating Ensemble Learning and Deep Learning for Mapping Debris-Covered Glaciers

Glaciers in High Mountain Asia (HMA) have a significant impact on human activity. Thus, a detailed and up-to-date inventory of glaciers is crucial, along with monitoring them regularly. The identification of debris-covered glaciers is a fundamental and yet challenging component of research into glac...

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Bibliographic Details
Main Authors: Yijie Lu, Zhen Zhang, Donghui Shangguan, Junhua Yang
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Remote Sensing
Subjects:
random forest
convolutional neural network
debris-covered glacier
Eastern Pamir
Nyainqentanglha
glacier mapping
Online Access:https://www.mdpi.com/2072-4292/13/13/2595

Internet

https://www.mdpi.com/2072-4292/13/13/2595

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