Integrated Ensemble Learning, Feature Selection, and Hyperparameter Optimization for Accurate Mapping of Typical Vegetation on Landslides in the Upper Reaches of the Yellow River Using Gaofen-2 Imagery

Vegetation plays a crucial role in terrestrial ecosystems, especially in its influence on shallow landslide occurrences. However, in landslide-prone regions, such as the Xiazangtan area in the upper reaches of the Yellow River, sparse and fragmented vegetation presents classification challenges. Thi...

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Bibliographic Details

Published in:	IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Main Authors:	Zhe Zhou, Xiasong Hu, Guojie Feng, Changyi Liu, Xilai Li
Format:	Article
Language:	English
Published:	IEEE 2024-01-01
Subjects:	Ensemble learning feature selection (FS) Gaofen-2 hyperparameter optimization Xiazangtan landslide
Online Access:	https://ieeexplore.ieee.org/document/10648804/